warning: commands will be executed using /bin/sh
job 2576 at Sat Mar 29 19:50:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140327/YutaMouse20-140327/YutaMouse20-140327
ElecNo	3
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 2570882 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 856960 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 45225 members 
Mstep: Class 3 contains 45182 members 
Mstep: Class 4 contains 44914 members 
Mstep: Class 5 contains 44932 members 
Mstep: Class 6 contains 44899 members 
Mstep: Class 7 contains 44971 members 
Mstep: Class 8 contains 45125 members 
Mstep: Class 9 contains 44786 members 
Mstep: Class 10 contains 44996 members 
Mstep: Class 11 contains 45575 members 
Mstep: Class 12 contains 44851 members 
Mstep: Class 13 contains 45117 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 45076 members 
Mstep: Class 16 contains 45359 members 
Mstep: Class 17 contains 45041 members 
Mstep: Class 18 contains 44835 members 
Mstep: Class 19 contains 45183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 409.789185 but Gain 3387.964844
Score: -102116488.000000 Penalty: 60983.355469
Iteration 0F: 19 clusters Score -1.021165e+08 nChanged 809030
Entering Unmasked Mstep 
Mstep: Class 0 contains 2241 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 63229 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 18812 members 
Mstep: Class 5 contains 49517 members 
Mstep: Class 6 contains 6958 members 
Mstep: Class 7 contains 74949 members 
Mstep: Class 9 contains 196295 members 
Mstep: Class 10 contains 19494 members 
Mstep: Class 11 contains 56365 members 
Mstep: Class 12 contains 53873 members 
Mstep: Class 13 contains 28875 members 
Mstep: Class 14 contains 5920 members 
Mstep: Class 15 contains 50125 members 
Mstep: Class 16 contains 38597 members 
Mstep: Class 17 contains 22924 members 
Mstep: Class 18 contains 55011 members 
Mstep: Class 19 contains 60770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104556224.000000 Penalty: 60983.355469
Iteration 1F: 19 clusters Score -1.045562e+08 nChanged 287303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2130 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 68083 members 
Mstep: Class 3 contains 12203 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 40049 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 69633 members 
Mstep: Class 9 contains 298409 members 
Mstep: Class 10 contains 11416 members 
Mstep: Class 11 contains 57044 members 
Mstep: Class 12 contains 58285 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 48492 members 
Mstep: Class 16 contains 25265 members 
Mstep: Class 17 contains 11844 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 47162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2572.288818 but Gain 3387.964844
Score: -104801200.000000 Penalty: 57595.390625
Iteration 2F: 18 clusters Score -1.048012e+08 nChanged 170420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1693 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 80723 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 34670 members 
Mstep: Class 7 contains 67309 members 
Mstep: Class 9 contains 337090 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 60569 members 
Mstep: Class 12 contains 68796 members 
Mstep: Class 13 contains 22966 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 45744 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 24642 members 
Mstep: Class 19 contains 42595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104901920.000000 Penalty: 57595.390625
Iteration 3F: 18 clusters Score -1.049019e+08 nChanged 136248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 98814 members 
Mstep: Class 3 contains 10482 members 
Mstep: Class 4 contains 3177 members 
Mstep: Class 5 contains 30081 members 
Mstep: Class 7 contains 70115 members 
Mstep: Class 9 contains 345703 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 66480 members 
Mstep: Class 12 contains 73762 members 
Mstep: Class 13 contains 18883 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 42959 members 
Mstep: Class 16 contains 12543 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 12334 members 
Mstep: Class 19 contains 45255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105010592.000000 Penalty: 57595.390625
Iteration 4F: 18 clusters Score -1.050106e+08 nChanged 118670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1177 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 5 contains 25956 members 
Mstep: Class 7 contains 76917 members 
Mstep: Class 9 contains 332539 members 
Mstep: Class 10 contains 4426 members 
Mstep: Class 11 contains 74066 members 
Mstep: Class 12 contains 74520 members 
Mstep: Class 13 contains 14405 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 38762 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 6028 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 53447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105227472.000000 Penalty: 57595.390625
Iteration 5F: 18 clusters Score -1.052275e+08 nChanged 106805
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 145819 members 
Mstep: Class 3 contains 8250 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 21484 members 
Mstep: Class 7 contains 84145 members 
Mstep: Class 9 contains 312403 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 81662 members 
Mstep: Class 12 contains 73019 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 32301 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 64102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2672.564697 but Gain 3387.960938
Score: -105371616.000000 Penalty: 54207.429688
Iteration 6F: 17 clusters Score -1.053716e+08 nChanged 97228
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 167756 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 16883 members 
Mstep: Class 7 contains 91655 members 
Mstep: Class 9 contains 291072 members 
Mstep: Class 11 contains 87904 members 
Mstep: Class 12 contains 72321 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 3063 members 
Mstep: Class 15 contains 25191 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 3824 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 75926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2129.955078 but Gain 3387.964844
Score: -105449848.000000 Penalty: 50819.464844
Iteration 7F: 16 clusters Score -1.054498e+08 nChanged 88950
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 187057 members 
Mstep: Class 3 contains 4277 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 12451 members 
Mstep: Class 7 contains 101477 members 
Mstep: Class 9 contains 263990 members 
Mstep: Class 11 contains 94446 members 
Mstep: Class 12 contains 70244 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 88742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2294.502930 but Gain 3387.964844
Score: -105503552.000000 Penalty: 47431.500000
Iteration 8F: 15 clusters Score -1.055036e+08 nChanged 77638
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 199036 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 7 contains 114053 members 
Mstep: Class 9 contains 235504 members 
Mstep: Class 11 contains 100871 members 
Mstep: Class 12 contains 67950 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 14509 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 102778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1835.549072 but Gain 3387.964844
Score: -105546656.000000 Penalty: 44043.535156
Iteration 9F: 14 clusters Score -1.055467e+08 nChanged 64189
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 202031 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 7 contains 127800 members 
Mstep: Class 9 contains 211381 members 
Mstep: Class 11 contains 107244 members 
Mstep: Class 12 contains 65360 members 
Mstep: Class 13 contains 2355 members 
Mstep: Class 14 contains 3063 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 116220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2240.080078 but Gain 3387.964844
Score: -105587616.000000 Penalty: 40655.570312
Iteration 10F: 13 clusters Score -1.055876e+08 nChanged 52696
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 199125 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 7 contains 142342 members 
Mstep: Class 9 contains 192182 members 
Mstep: Class 11 contains 113537 members 
Mstep: Class 12 contains 62248 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 126980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2755.392578 but Gain 3387.964844
Score: -105622776.000000 Penalty: 37267.605469
Iteration 11F: 12 clusters Score -1.056228e+08 nChanged 44218
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 192378 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 7 contains 156965 members 
Mstep: Class 9 contains 177154 members 
Mstep: Class 11 contains 118574 members 
Mstep: Class 12 contains 59942 members 
Mstep: Class 14 contains 2624 members 
Mstep: Class 15 contains 7594 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 136703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105648256.000000 Penalty: 37267.605469
Iteration 12F: 12 clusters Score -1.056483e+08 nChanged 36775
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 182508 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 7 contains 172399 members 
Mstep: Class 9 contains 164122 members 
Mstep: Class 11 contains 122172 members 
Mstep: Class 12 contains 58273 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 143368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105661760.000000 Penalty: 37267.605469
Iteration 13Q: 12 clusters Score -1.056618e+08 nChanged 36775
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 171339 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 7 contains 190399 members 
Mstep: Class 9 contains 152536 members 
Mstep: Class 11 contains 123981 members 
Mstep: Class 12 contains 57220 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 5696 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 148112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105666880.000000 Penalty: 37267.605469
Iteration 14Q: 12 clusters Score -1.056669e+08 nChanged 38369
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 160764 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 7 contains 207801 members 
Mstep: Class 9 contains 142669 members 
Mstep: Class 11 contains 124384 members 
Mstep: Class 12 contains 56467 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 152018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105667520.000000 Penalty: 37267.605469
Iteration 15Q: 12 clusters Score -1.056675e+08 nChanged 37888
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 153059 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 7 contains 218342 members 
Mstep: Class 9 contains 136195 members 
Mstep: Class 11 contains 124457 members 
Mstep: Class 12 contains 56079 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 156319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105666656.000000 Penalty: 37267.605469
Iteration 16Q: 12 clusters Score -1.056667e+08 nChanged 33016
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 148695 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 7 contains 219388 members 
Mstep: Class 9 contains 133584 members 
Mstep: Class 11 contains 125280 members 
Mstep: Class 12 contains 56046 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 18 contains 1395 members 
Mstep: Class 19 contains 161696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105666952.000000 Penalty: 37267.605469
Iteration 17Q: 12 clusters Score -1.05667e+08 nChanged 27844
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 146644 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 7 contains 213541 members 
Mstep: Class 9 contains 133710 members 
Mstep: Class 11 contains 126664 members 
Mstep: Class 12 contains 56205 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 168107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105671264.000000 Penalty: 37267.605469
Iteration 18Q: 12 clusters Score -1.056713e+08 nChanged 24792
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 145681 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 7 contains 203954 members 
Mstep: Class 9 contains 135315 members 
Mstep: Class 11 contains 128209 members 
Mstep: Class 12 contains 56480 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 4173 members 
Mstep: Class 18 contains 1389 members 
Mstep: Class 19 contains 175440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105676712.000000 Penalty: 37267.605469
Iteration 19Q: 12 clusters Score -1.056767e+08 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 144994 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 7 contains 192849 members 
Mstep: Class 9 contains 137558 members 
Mstep: Class 11 contains 130023 members 
Mstep: Class 12 contains 56912 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 182961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105684576.000000 Penalty: 37267.605469
Iteration 20F: 12 clusters Score -1.056846e+08 nChanged 23145
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 143917 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 7 contains 182519 members 
Mstep: Class 9 contains 139241 members 
Mstep: Class 11 contains 131626 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 190730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105689640.000000 Penalty: 37267.605469
Iteration 21Q: 12 clusters Score -1.056896e+08 nChanged 22165
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 142709 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 7 contains 171892 members 
Mstep: Class 9 contains 141058 members 
Mstep: Class 11 contains 133222 members 
Mstep: Class 12 contains 58274 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 3549 members 
Mstep: Class 18 contains 1376 members 
Mstep: Class 19 contains 198623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105694768.000000 Penalty: 37267.605469
Iteration 22Q: 12 clusters Score -1.056948e+08 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 141226 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 7 contains 162064 members 
Mstep: Class 9 contains 142587 members 
Mstep: Class 11 contains 134655 members 
Mstep: Class 12 contains 59075 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 19 contains 206381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105698744.000000 Penalty: 37267.605469
Iteration 23Q: 12 clusters Score -1.056987e+08 nChanged 18798
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 139353 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 7 contains 153789 members 
Mstep: Class 9 contains 143961 members 
Mstep: Class 11 contains 135791 members 
Mstep: Class 12 contains 59969 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 213330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105700336.000000 Penalty: 37267.605469
Iteration 24Q: 12 clusters Score -1.057003e+08 nChanged 17486
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 137240 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 7 contains 147259 members 
Mstep: Class 9 contains 144990 members 
Mstep: Class 11 contains 136465 members 
Mstep: Class 12 contains 60872 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 219522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701936.000000 Penalty: 37267.605469
Iteration 25Q: 12 clusters Score -1.057019e+08 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 135003 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 7 contains 142236 members 
Mstep: Class 9 contains 145773 members 
Mstep: Class 11 contains 137082 members 
Mstep: Class 12 contains 61794 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 224594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701808.000000 Penalty: 37267.605469
Iteration 26Q: 12 clusters Score -1.057018e+08 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 132884 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 7 contains 137999 members 
Mstep: Class 9 contains 146640 members 
Mstep: Class 11 contains 137691 members 
Mstep: Class 12 contains 62672 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 228678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701864.000000 Penalty: 37267.605469
Iteration 27Q: 12 clusters Score -1.057019e+08 nChanged 15742
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 130792 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 7 contains 134664 members 
Mstep: Class 9 contains 147655 members 
Mstep: Class 11 contains 138382 members 
Mstep: Class 12 contains 63523 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 18 contains 1375 members 
Mstep: Class 19 contains 231627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702056.000000 Penalty: 37267.605469
Iteration 28Q: 12 clusters Score -1.057021e+08 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 128910 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 7 contains 131994 members 
Mstep: Class 9 contains 148859 members 
Mstep: Class 11 contains 139185 members 
Mstep: Class 12 contains 64352 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 18 contains 1376 members 
Mstep: Class 19 contains 233434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701760.000000 Penalty: 37267.605469
Iteration 29Q: 12 clusters Score -1.057018e+08 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 127220 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 7 contains 129840 members 
Mstep: Class 9 contains 150179 members 
Mstep: Class 11 contains 140266 members 
Mstep: Class 12 contains 65030 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 234266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701952.000000 Penalty: 37267.605469
Iteration 30Q: 12 clusters Score -1.05702e+08 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 125703 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 7 contains 128235 members 
Mstep: Class 9 contains 151524 members 
Mstep: Class 11 contains 141726 members 
Mstep: Class 12 contains 65559 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 234091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701200.000000 Penalty: 37267.605469
Iteration 31Q: 12 clusters Score -1.057012e+08 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 124329 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 7 contains 127238 members 
Mstep: Class 9 contains 152757 members 
Mstep: Class 11 contains 143550 members 
Mstep: Class 12 contains 65981 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 233005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701448.000000 Penalty: 37267.605469
Iteration 32Q: 12 clusters Score -1.057014e+08 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 123063 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 7 contains 126543 members 
Mstep: Class 9 contains 154009 members 
Mstep: Class 11 contains 145637 members 
Mstep: Class 12 contains 66301 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 19 contains 231310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702064.000000 Penalty: 37267.605469
Iteration 33Q: 12 clusters Score -1.057021e+08 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 121851 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 7 contains 126289 members 
Mstep: Class 9 contains 155031 members 
Mstep: Class 11 contains 148061 members 
Mstep: Class 12 contains 66492 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 229153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105701928.000000 Penalty: 37267.605469
Iteration 34Q: 12 clusters Score -1.057019e+08 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 120816 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 7 contains 126447 members 
Mstep: Class 9 contains 155771 members 
Mstep: Class 11 contains 150563 members 
Mstep: Class 12 contains 66579 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 19 contains 226701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702064.000000 Penalty: 37267.605469
Iteration 35Q: 12 clusters Score -1.057021e+08 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 119874 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 7 contains 126984 members 
Mstep: Class 9 contains 156101 members 
Mstep: Class 11 contains 153218 members 
Mstep: Class 12 contains 66583 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 224132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702664.000000 Penalty: 37267.605469
Iteration 36Q: 12 clusters Score -1.057027e+08 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 118966 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 7 contains 127911 members 
Mstep: Class 9 contains 156172 members 
Mstep: Class 11 contains 155758 members 
Mstep: Class 12 contains 66523 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 18 contains 1370 members 
Mstep: Class 19 contains 221573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702776.000000 Penalty: 37267.605469
Iteration 37Q: 12 clusters Score -1.057028e+08 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 118236 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 7 contains 129201 members 
Mstep: Class 9 contains 156073 members 
Mstep: Class 11 contains 157898 members 
Mstep: Class 12 contains 66443 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 219054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702728.000000 Penalty: 37267.605469
Iteration 38Q: 12 clusters Score -1.057027e+08 nChanged 9231
Entering ConstructFrom: 
Score: -105702728.000000 Penalty: 37267.605469
Entering ConstructFrom: 
Trying to split cluster 1 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -229900.718750 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -229900.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -227411.046875 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -227411 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228239.968750 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -228240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -229080.234375 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -229080.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -229945.125000 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -229945.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -230814.953125 Penalty: 3769.054443
	Iteration 4F: 3 clusters Score -230815 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -231562.000000 Penalty: 3769.054443
	Iteration 5F: 3 clusters Score -231562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -232166.937500 Penalty: 3769.054443
	Iteration 6F: 3 clusters Score -232166.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -232422.015625 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -232422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -232471.421875 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -232471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -232502.593750 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -232502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -232507.843750 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -232507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -232510.390625 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -232510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -232511.000000 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -232511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -232511.000000 Penalty: 3769.054443
	Iteration 13F: 3 clusters Score -232511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 117586 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 7 contains 130806 members 
Mstep: Class 9 contains 155945 members 
Mstep: Class 11 contains 159553 members 
Mstep: Class 12 contains 66325 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 216701 members 
Entering Unmasked Estep 
Score: -105702984.000000 Penalty: 40655.570312
Splitting cluster 1 changes total score from -105702728.000000 to -105702984.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (117586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117586 members 
Entering Unmasked Estep 
Score: -14778709.000000 Penalty: 2895.381348
	Iteration 0F: 2 clusters Score -1.477871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -14699894.000000 Penalty: 5790.762695
	Iteration 0F: 3 clusters Score -1.469989e+07 nChanged 55981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -14731909.000000 Penalty: 5790.762695
	Iteration 1F: 3 clusters Score -1.473191e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -14732854.000000 Penalty: 5790.762695
	Iteration 2Q: 3 clusters Score -1.473285e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -14733754.000000 Penalty: 5790.762695
	Iteration 3Q: 3 clusters Score -1.473375e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -14734939.000000 Penalty: 5790.762695
	Iteration 4Q: 3 clusters Score -1.473494e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -14736873.000000 Penalty: 5790.762695
	Iteration 5Q: 3 clusters Score -1.473687e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -14739631.000000 Penalty: 5790.762695
	Iteration 6Q: 3 clusters Score -1.473963e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -14743247.000000 Penalty: 5790.762695
	Iteration 7F: 3 clusters Score -1.474325e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -14748356.000000 Penalty: 5790.762695
	Iteration 8F: 3 clusters Score -1.474836e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -14754471.000000 Penalty: 5790.762695
	Iteration 9F: 3 clusters Score -1.475447e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -14760906.000000 Penalty: 5790.762695
	Iteration 10F: 3 clusters Score -1.476091e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -14764971.000000 Penalty: 5790.762695
	Iteration 11F: 3 clusters Score -1.476497e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -14766747.000000 Penalty: 5790.762695
	Iteration 12Q: 3 clusters Score -1.476675e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -14767821.000000 Penalty: 5790.762695
	Iteration 13Q: 3 clusters Score -1.476782e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 87070 members 
Entering Unmasked Estep 
Score: -14768521.000000 Penalty: 5790.762695
	Iteration 14Q: 3 clusters Score -1.476852e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -14769315.000000 Penalty: 5790.762695
	Iteration 15Q: 3 clusters Score -1.476932e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -14769987.000000 Penalty: 5790.762695
	Iteration 16Q: 3 clusters Score -1.476999e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -14770541.000000 Penalty: 5790.762695
	Iteration 17Q: 3 clusters Score -1.477054e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -14771090.000000 Penalty: 5790.762695
	Iteration 18Q: 3 clusters Score -1.477109e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -14771717.000000 Penalty: 5790.762695
	Iteration 19Q: 3 clusters Score -1.477172e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -14772254.000000 Penalty: 5790.762695
	Iteration 20F: 3 clusters Score -1.477225e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -14772787.000000 Penalty: 5790.762695
	Iteration 21Q: 3 clusters Score -1.477279e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -14773264.000000 Penalty: 5790.762695
	Iteration 22Q: 3 clusters Score -1.477326e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -14773693.000000 Penalty: 5790.762695
	Iteration 23Q: 3 clusters Score -1.477369e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -14774105.000000 Penalty: 5790.762695
	Iteration 24Q: 3 clusters Score -1.47741e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -14774331.000000 Penalty: 5790.762695
	Iteration 25Q: 3 clusters Score -1.477433e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -14774714.000000 Penalty: 5790.762695
	Iteration 26Q: 3 clusters Score -1.477471e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -14775033.000000 Penalty: 5790.762695
	Iteration 27Q: 3 clusters Score -1.477503e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -14775244.000000 Penalty: 5790.762695
	Iteration 28Q: 3 clusters Score -1.477524e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -14775482.000000 Penalty: 5790.762695
	Iteration 29Q: 3 clusters Score -1.477548e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -14775791.000000 Penalty: 5790.762695
	Iteration 30Q: 3 clusters Score -1.477579e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 108621 members 
Entering Unmasked Estep 
Score: -14775934.000000 Penalty: 5790.762695
	Iteration 31Q: 3 clusters Score -1.477593e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -14776196.000000 Penalty: 5790.762695
	Iteration 32Q: 3 clusters Score -1.47762e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 109938 members 
Entering Unmasked Estep 
Score: -14776342.000000 Penalty: 5790.762695
	Iteration 33Q: 3 clusters Score -1.477634e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -14776507.000000 Penalty: 5790.762695
	Iteration 34Q: 3 clusters Score -1.477651e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -14776645.000000 Penalty: 5790.762695
	Iteration 35Q: 3 clusters Score -1.477664e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -14776778.000000 Penalty: 5790.762695
	Iteration 36Q: 3 clusters Score -1.477678e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -14776854.000000 Penalty: 5790.762695
	Iteration 37Q: 3 clusters Score -1.477685e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -14776917.000000 Penalty: 5790.762695
	Iteration 38Q: 3 clusters Score -1.477692e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -14776988.000000 Penalty: 5790.762695
	Iteration 39Q: 3 clusters Score -1.477699e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -14776995.000000 Penalty: 5790.762695
	Iteration 40F: 3 clusters Score -1.4777e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 112871 members 
Entering Unmasked Estep 
Score: -14777090.000000 Penalty: 5790.762695
	Iteration 41Q: 3 clusters Score -1.477709e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -14777157.000000 Penalty: 5790.762695
	Iteration 42Q: 3 clusters Score -1.477716e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -14777216.000000 Penalty: 5790.762695
	Iteration 43Q: 3 clusters Score -1.477722e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -14777211.000000 Penalty: 5790.762695
	Iteration 44Q: 3 clusters Score -1.477721e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -14777253.000000 Penalty: 5790.762695
	Iteration 45Q: 3 clusters Score -1.477725e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -14777275.000000 Penalty: 5790.762695
	Iteration 46Q: 3 clusters Score -1.477728e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -14777325.000000 Penalty: 5790.762695
	Iteration 47Q: 3 clusters Score -1.477732e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 113867 members 
Entering Unmasked Estep 
Score: -14777380.000000 Penalty: 5790.762695
	Iteration 48Q: 3 clusters Score -1.477738e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -14777391.000000 Penalty: 5790.762695
	Iteration 49Q: 3 clusters Score -1.477739e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -14777420.000000 Penalty: 5790.762695
	Iteration 50Q: 3 clusters Score -1.477742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 114125 members 
Entering Unmasked Estep 
Score: -14777418.000000 Penalty: 5790.762695
	Iteration 51Q: 3 clusters Score -1.477742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -14777391.000000 Penalty: 5790.762695
	Iteration 52Q: 3 clusters Score -1.477739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -14777394.000000 Penalty: 5790.762695
	Iteration 53Q: 3 clusters Score -1.477739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -14777387.000000 Penalty: 5790.762695
	Iteration 54Q: 3 clusters Score -1.477739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 114302 members 
Entering Unmasked Estep 
Score: -14777412.000000 Penalty: 5790.762695
	Iteration 55Q: 3 clusters Score -1.477741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -14777411.000000 Penalty: 5790.762695
	Iteration 56Q: 3 clusters Score -1.477741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -14777406.000000 Penalty: 5790.762695
	Iteration 57Q: 3 clusters Score -1.477741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -14777396.000000 Penalty: 5790.762695
	Iteration 58Q: 3 clusters Score -1.47774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -14777401.000000 Penalty: 5790.762695
	Iteration 59Q: 3 clusters Score -1.47774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -14777401.000000 Penalty: 5790.762695
	Iteration 60F: 3 clusters Score -1.47774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 114425 members 
Entering Unmasked Estep 
Score: -14777407.000000 Penalty: 5790.762695
	Iteration 61Q: 3 clusters Score -1.477741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 114434 members 
Entering Unmasked Estep 
Score: -14777411.000000 Penalty: 5790.762695
	Iteration 62Q: 3 clusters Score -1.477741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -14777418.000000 Penalty: 5790.762695
	Iteration 63Q: 3 clusters Score -1.477742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -14777420.000000 Penalty: 5790.762695
	Iteration 64Q: 3 clusters Score -1.477742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
Score: -14777419.000000 Penalty: 5790.762695
	Iteration 65Q: 3 clusters Score -1.477742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -14777424.000000 Penalty: 5790.762695
	Iteration 66Q: 3 clusters Score -1.477742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -14777425.000000 Penalty: 5790.762695
	Iteration 67Q: 3 clusters Score -1.477742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -14777435.000000 Penalty: 5790.762695
	Iteration 68Q: 3 clusters Score -1.477744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -14777422.000000 Penalty: 5790.762695
	Iteration 69Q: 3 clusters Score -1.477742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -14777428.000000 Penalty: 5790.762695
	Iteration 70Q: 3 clusters Score -1.477743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 114552 members 
Entering Unmasked Estep 
Score: -14777441.000000 Penalty: 5790.762695
	Iteration 71Q: 3 clusters Score -1.477744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 114559 members 
Entering Unmasked Estep 
Score: -14777433.000000 Penalty: 5790.762695
	Iteration 72Q: 3 clusters Score -1.477743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -14777439.000000 Penalty: 5790.762695
	Iteration 73Q: 3 clusters Score -1.477744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 114576 members 
Entering Unmasked Estep 
Score: -14777448.000000 Penalty: 5790.762695
	Iteration 74Q: 3 clusters Score -1.477745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -14777455.000000 Penalty: 5790.762695
	Iteration 75Q: 3 clusters Score -1.477746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -14777461.000000 Penalty: 5790.762695
	Iteration 76Q: 3 clusters Score -1.477746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -14777451.000000 Penalty: 5790.762695
	Iteration 77Q: 3 clusters Score -1.477745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -14777449.000000 Penalty: 5790.762695
	Iteration 78Q: 3 clusters Score -1.477745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -14777434.000000 Penalty: 5790.762695
	Iteration 79Q: 3 clusters Score -1.477743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -14777439.000000 Penalty: 5790.762695
	Iteration 80F: 3 clusters Score -1.477744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -14777433.000000 Penalty: 5790.762695
	Iteration 81Q: 3 clusters Score -1.477743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -14777431.000000 Penalty: 5790.762695
	Iteration 82Q: 3 clusters Score -1.477743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -14777431.000000 Penalty: 5790.762695
	Iteration 83F: 3 clusters Score -1.477743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -192048.265625 Penalty: 1823.405396
	Iteration 0F: 2 clusters Score -192048.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -189687.906250 Penalty: 3646.810791
	Iteration 0F: 3 clusters Score -189687.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190056.093750 Penalty: 3646.810791
	Iteration 1F: 3 clusters Score -190056.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -190152.343750 Penalty: 3646.810791
	Iteration 2F: 3 clusters Score -190152.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190228.796875 Penalty: 3646.810791
	Iteration 3Q: 3 clusters Score -190228.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -190293.625000 Penalty: 3646.810791
	Iteration 4Q: 3 clusters Score -190293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -190326.296875 Penalty: 3646.810791
	Iteration 5Q: 3 clusters Score -190326.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190349.031250 Penalty: 3646.810791
	Iteration 6Q: 3 clusters Score -190349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -190364.703125 Penalty: 3646.810791
	Iteration 7Q: 3 clusters Score -190364.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -190374.859375 Penalty: 3646.810791
	Iteration 8Q: 3 clusters Score -190374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -190378.875000 Penalty: 3646.810791
	Iteration 9Q: 3 clusters Score -190378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -190379.343750 Penalty: 3646.810791
	Iteration 10Q: 3 clusters Score -190379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190380.046875 Penalty: 3646.810791
	Iteration 11Q: 3 clusters Score -190380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190383.281250 Penalty: 3646.810791
	Iteration 12Q: 3 clusters Score -190383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -190385.187500 Penalty: 3646.810791
	Iteration 13Q: 3 clusters Score -190385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190386.046875 Penalty: 3646.810791
	Iteration 14Q: 3 clusters Score -190386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -190386.421875 Penalty: 3646.810791
	Iteration 15Q: 3 clusters Score -190386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -190386.421875 Penalty: 3646.810791
	Iteration 16F: 3 clusters Score -190386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Entering Unmasked Estep 
Score: -16471948.000000 Penalty: 2921.804688
	Iteration 0F: 2 clusters Score -1.647195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -16384260.000000 Penalty: 5843.609375
	Iteration 0F: 3 clusters Score -1.638426e+07 nChanged 62362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -16420087.000000 Penalty: 5843.609375
	Iteration 1F: 3 clusters Score -1.642009e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -16421119.000000 Penalty: 5843.609375
	Iteration 2Q: 3 clusters Score -1.642112e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -16422773.000000 Penalty: 5843.609375
	Iteration 3Q: 3 clusters Score -1.642277e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -16425875.000000 Penalty: 5843.609375
	Iteration 4F: 3 clusters Score -1.642588e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -16431751.000000 Penalty: 5843.609375
	Iteration 5F: 3 clusters Score -1.643175e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -16442016.000000 Penalty: 5843.609375
	Iteration 6F: 3 clusters Score -1.644202e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
Score: -16454674.000000 Penalty: 5843.609375
	Iteration 7F: 3 clusters Score -1.645467e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 125422 members 
Entering Unmasked Estep 
Score: -16464086.000000 Penalty: 5843.609375
	Iteration 8F: 3 clusters Score -1.646409e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -16467833.000000 Penalty: 5843.609375
	Iteration 9Q: 3 clusters Score -1.646783e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -16468965.000000 Penalty: 5843.609375
	Iteration 10Q: 3 clusters Score -1.646896e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -16469239.000000 Penalty: 5843.609375
	Iteration 11Q: 3 clusters Score -1.646924e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
Score: -16469345.000000 Penalty: 5843.609375
	Iteration 12Q: 3 clusters Score -1.646934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 130524 members 
Entering Unmasked Estep 
Score: -16469392.000000 Penalty: 5843.609375
	Iteration 13Q: 3 clusters Score -1.646939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -16469386.000000 Penalty: 5843.609375
	Iteration 14Q: 3 clusters Score -1.646939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -16469413.000000 Penalty: 5843.609375
	Iteration 15Q: 3 clusters Score -1.646941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 130539 members 
Entering Unmasked Estep 
Score: -16469433.000000 Penalty: 5843.609375
	Iteration 16Q: 3 clusters Score -1.646943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -16469458.000000 Penalty: 5843.609375
	Iteration 17Q: 3 clusters Score -1.646946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -16469460.000000 Penalty: 5843.609375
	Iteration 18Q: 3 clusters Score -1.646946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -16469470.000000 Penalty: 5843.609375
	Iteration 19Q: 3 clusters Score -1.646947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -16469470.000000 Penalty: 5843.609375
	Iteration 20F: 3 clusters Score -1.646947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -16469482.000000 Penalty: 5843.609375
	Iteration 21Q: 3 clusters Score -1.646948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -16469496.000000 Penalty: 5843.609375
	Iteration 22Q: 3 clusters Score -1.64695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -16469502.000000 Penalty: 5843.609375
	Iteration 23Q: 3 clusters Score -1.64695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -16469495.000000 Penalty: 5843.609375
	Iteration 24Q: 3 clusters Score -1.64695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -16469503.000000 Penalty: 5843.609375
	Iteration 25Q: 3 clusters Score -1.64695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -16469506.000000 Penalty: 5843.609375
	Iteration 26Q: 3 clusters Score -1.646951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -16469512.000000 Penalty: 5843.609375
	Iteration 27Q: 3 clusters Score -1.646951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -16469516.000000 Penalty: 5843.609375
	Iteration 28Q: 3 clusters Score -1.646952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -16469516.000000 Penalty: 5843.609375
	Iteration 29F: 3 clusters Score -1.646952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Entering Unmasked Estep 
Score: -19614746.000000 Penalty: 2965.400146
	Iteration 0F: 2 clusters Score -1.961475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -19512942.000000 Penalty: 5930.800293
	Iteration 0F: 3 clusters Score -1.951294e+07 nChanged 74522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -19556214.000000 Penalty: 5930.800293
	Iteration 1F: 3 clusters Score -1.955621e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -19557488.000000 Penalty: 5930.800293
	Iteration 2Q: 3 clusters Score -1.955749e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -19559182.000000 Penalty: 5930.800293
	Iteration 3Q: 3 clusters Score -1.955918e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -19561906.000000 Penalty: 5930.800293
	Iteration 4Q: 3 clusters Score -1.956191e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -19565516.000000 Penalty: 5930.800293
	Iteration 5Q: 3 clusters Score -1.956552e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -19570736.000000 Penalty: 5930.800293
	Iteration 6F: 3 clusters Score -1.957074e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -19577634.000000 Penalty: 5930.800293
	Iteration 7F: 3 clusters Score -1.957763e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -19584934.000000 Penalty: 5930.800293
	Iteration 8F: 3 clusters Score -1.958493e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -19591102.000000 Penalty: 5930.800293
	Iteration 9F: 3 clusters Score -1.95911e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -19595010.000000 Penalty: 5930.800293
	Iteration 10Q: 3 clusters Score -1.959501e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -19597382.000000 Penalty: 5930.800293
	Iteration 11Q: 3 clusters Score -1.959738e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -19598602.000000 Penalty: 5930.800293
	Iteration 12Q: 3 clusters Score -1.95986e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120763 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -19599784.000000 Penalty: 5930.800293
	Iteration 13Q: 3 clusters Score -1.959978e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -19600856.000000 Penalty: 5930.800293
	Iteration 14Q: 3 clusters Score -1.960086e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125779 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -19601788.000000 Penalty: 5930.800293
	Iteration 15Q: 3 clusters Score -1.960179e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -19602786.000000 Penalty: 5930.800293
	Iteration 16Q: 3 clusters Score -1.960279e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -19603762.000000 Penalty: 5930.800293
	Iteration 17Q: 3 clusters Score -1.960376e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133176 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -19604686.000000 Penalty: 5930.800293
	Iteration 18Q: 3 clusters Score -1.960469e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -19605726.000000 Penalty: 5930.800293
	Iteration 19Q: 3 clusters Score -1.960573e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137961 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -19606736.000000 Penalty: 5930.800293
	Iteration 20F: 3 clusters Score -1.960674e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -19607828.000000 Penalty: 5930.800293
	Iteration 21Q: 3 clusters Score -1.960783e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -19608968.000000 Penalty: 5930.800293
	Iteration 22Q: 3 clusters Score -1.960897e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -19609818.000000 Penalty: 5930.800293
	Iteration 23Q: 3 clusters Score -1.960982e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -19610582.000000 Penalty: 5930.800293
	Iteration 24Q: 3 clusters Score -1.961058e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -19611370.000000 Penalty: 5930.800293
	Iteration 25Q: 3 clusters Score -1.961137e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -19612004.000000 Penalty: 5930.800293
	Iteration 26Q: 3 clusters Score -1.9612e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -19612510.000000 Penalty: 5930.800293
	Iteration 27Q: 3 clusters Score -1.961251e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -19612804.000000 Penalty: 5930.800293
	Iteration 28Q: 3 clusters Score -1.96128e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -19612978.000000 Penalty: 5930.800293
	Iteration 29Q: 3 clusters Score -1.961298e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -19613134.000000 Penalty: 5930.800293
	Iteration 30Q: 3 clusters Score -1.961313e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -19613318.000000 Penalty: 5930.800293
	Iteration 31Q: 3 clusters Score -1.961332e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -19613390.000000 Penalty: 5930.800293
	Iteration 32Q: 3 clusters Score -1.961339e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -19613470.000000 Penalty: 5930.800293
	Iteration 33Q: 3 clusters Score -1.961347e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -19613470.000000 Penalty: 5930.800293
	Iteration 34Q: 3 clusters Score -1.961347e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19613562.000000 Penalty: 5930.800293
	Iteration 35Q: 3 clusters Score -1.961356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153850 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19613580.000000 Penalty: 5930.800293
	Iteration 36Q: 3 clusters Score -1.961358e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19613596.000000 Penalty: 5930.800293
	Iteration 37Q: 3 clusters Score -1.96136e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -19613566.000000 Penalty: 5930.800293
	Iteration 38Q: 3 clusters Score -1.961357e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19613540.000000 Penalty: 5930.800293
	Iteration 39Q: 3 clusters Score -1.961354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154077 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -19613584.000000 Penalty: 5930.800293
	Iteration 40F: 3 clusters Score -1.961358e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -19613608.000000 Penalty: 5930.800293
	Iteration 41Q: 3 clusters Score -1.961361e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19613596.000000 Penalty: 5930.800293
	Iteration 42Q: 3 clusters Score -1.96136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19613640.000000 Penalty: 5930.800293
	Iteration 43Q: 3 clusters Score -1.961364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19613626.000000 Penalty: 5930.800293
	Iteration 44Q: 3 clusters Score -1.961363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154218 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5930.800293
	Iteration 45Q: 3 clusters Score -1.961362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5930.800293
	Iteration 46Q: 3 clusters Score -1.961362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19613612.000000 Penalty: 5930.800293
	Iteration 47Q: 3 clusters Score -1.961361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -19613608.000000 Penalty: 5930.800293
	Iteration 48Q: 3 clusters Score -1.961361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19613614.000000 Penalty: 5930.800293
	Iteration 49Q: 3 clusters Score -1.961361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19613600.000000 Penalty: 5930.800293
	Iteration 50Q: 3 clusters Score -1.96136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19613602.000000 Penalty: 5930.800293
	Iteration 51Q: 3 clusters Score -1.96136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154246 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19613600.000000 Penalty: 5930.800293
	Iteration 52Q: 3 clusters Score -1.96136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19613588.000000 Penalty: 5930.800293
	Iteration 53Q: 3 clusters Score -1.961359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19613626.000000 Penalty: 5930.800293
	Iteration 54Q: 3 clusters Score -1.961363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19613624.000000 Penalty: 5930.800293
	Iteration 55Q: 3 clusters Score -1.961362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19613630.000000 Penalty: 5930.800293
	Iteration 56Q: 3 clusters Score -1.961363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19613614.000000 Penalty: 5930.800293
	Iteration 57Q: 3 clusters Score -1.961361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19613618.000000 Penalty: 5930.800293
	Iteration 58Q: 3 clusters Score -1.961362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19613614.000000 Penalty: 5930.800293
	Iteration 59Q: 3 clusters Score -1.961361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19613632.000000 Penalty: 5930.800293
	Iteration 60F: 3 clusters Score -1.961363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19613630.000000 Penalty: 5930.800293
	Iteration 61Q: 3 clusters Score -1.961363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19613646.000000 Penalty: 5930.800293
	Iteration 62Q: 3 clusters Score -1.961365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154339 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19613626.000000 Penalty: 5930.800293
	Iteration 63Q: 3 clusters Score -1.961363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19613618.000000 Penalty: 5930.800293
	Iteration 64Q: 3 clusters Score -1.961362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154351 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5930.800293
	Iteration 65Q: 3 clusters Score -1.961362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -19613604.000000 Penalty: 5930.800293
	Iteration 66Q: 3 clusters Score -1.96136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5930.800293
	Iteration 67Q: 3 clusters Score -1.961362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154363 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -19613636.000000 Penalty: 5930.800293
	Iteration 68Q: 3 clusters Score -1.961364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19613630.000000 Penalty: 5930.800293
	Iteration 69Q: 3 clusters Score -1.961363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -19613632.000000 Penalty: 5930.800293
	Iteration 70Q: 3 clusters Score -1.961363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19613638.000000 Penalty: 5930.800293
	Iteration 71Q: 3 clusters Score -1.961364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19613636.000000 Penalty: 5930.800293
	Iteration 72Q: 3 clusters Score -1.961364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154371 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19613646.000000 Penalty: 5930.800293
	Iteration 73Q: 3 clusters Score -1.961365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19613636.000000 Penalty: 5930.800293
	Iteration 74Q: 3 clusters Score -1.961364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19613636.000000 Penalty: 5930.800293
	Iteration 75Q: 3 clusters Score -1.961364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19613636.000000 Penalty: 5930.800293
	Iteration 76Q: 3 clusters Score -1.961364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154377 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19613626.000000 Penalty: 5930.800293
	Iteration 77Q: 3 clusters Score -1.961363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154377 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5930.800293
	Iteration 78Q: 3 clusters Score -1.961362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154377 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5930.800293
	Iteration 79F: 3 clusters Score -1.961362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Entering Unmasked Estep 
Score: -20141576.000000 Penalty: 2971.072510
	Iteration 0F: 2 clusters Score -2.014158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -20038568.000000 Penalty: 5942.145020
	Iteration 0F: 3 clusters Score -2.003857e+07 nChanged 76672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -20083980.000000 Penalty: 5942.145020
	Iteration 1F: 3 clusters Score -2.008398e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -20085464.000000 Penalty: 5942.145020
	Iteration 2Q: 3 clusters Score -2.008546e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -20087442.000000 Penalty: 5942.145020
	Iteration 3Q: 3 clusters Score -2.008744e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -20090502.000000 Penalty: 5942.145020
	Iteration 4Q: 3 clusters Score -2.00905e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -20095396.000000 Penalty: 5942.145020
	Iteration 5F: 3 clusters Score -2.00954e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -20102524.000000 Penalty: 5942.145020
	Iteration 6F: 3 clusters Score -2.010252e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -20110708.000000 Penalty: 5942.145020
	Iteration 7F: 3 clusters Score -2.011071e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -20117376.000000 Penalty: 5942.145020
	Iteration 8F: 3 clusters Score -2.011738e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -20120460.000000 Penalty: 5942.145020
	Iteration 9Q: 3 clusters Score -2.012046e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -20121716.000000 Penalty: 5942.145020
	Iteration 10Q: 3 clusters Score -2.012172e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -20122240.000000 Penalty: 5942.145020
	Iteration 11Q: 3 clusters Score -2.012224e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -20122548.000000 Penalty: 5942.145020
	Iteration 12Q: 3 clusters Score -2.012255e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -20122842.000000 Penalty: 5942.145020
	Iteration 13Q: 3 clusters Score -2.012284e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -20123072.000000 Penalty: 5942.145020
	Iteration 14Q: 3 clusters Score -2.012307e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -20123366.000000 Penalty: 5942.145020
	Iteration 15Q: 3 clusters Score -2.012337e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -20123634.000000 Penalty: 5942.145020
	Iteration 16Q: 3 clusters Score -2.012363e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -20123774.000000 Penalty: 5942.145020
	Iteration 17Q: 3 clusters Score -2.012377e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -20123936.000000 Penalty: 5942.145020
	Iteration 18Q: 3 clusters Score -2.012394e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -20124146.000000 Penalty: 5942.145020
	Iteration 19Q: 3 clusters Score -2.012415e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -20124322.000000 Penalty: 5942.145020
	Iteration 20F: 3 clusters Score -2.012432e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -20124574.000000 Penalty: 5942.145020
	Iteration 21Q: 3 clusters Score -2.012457e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -20124976.000000 Penalty: 5942.145020
	Iteration 22Q: 3 clusters Score -2.012498e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -20125274.000000 Penalty: 5942.145020
	Iteration 23Q: 3 clusters Score -2.012527e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -20125750.000000 Penalty: 5942.145020
	Iteration 24Q: 3 clusters Score -2.012575e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -20126350.000000 Penalty: 5942.145020
	Iteration 25Q: 3 clusters Score -2.012635e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -20126880.000000 Penalty: 5942.145020
	Iteration 26Q: 3 clusters Score -2.012688e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -20127450.000000 Penalty: 5942.145020
	Iteration 27Q: 3 clusters Score -2.012745e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -20128154.000000 Penalty: 5942.145020
	Iteration 28Q: 3 clusters Score -2.012815e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -20128816.000000 Penalty: 5942.145020
	Iteration 29Q: 3 clusters Score -2.012882e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -20129520.000000 Penalty: 5942.145020
	Iteration 30Q: 3 clusters Score -2.012952e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -20130426.000000 Penalty: 5942.145020
	Iteration 31Q: 3 clusters Score -2.013043e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -20131340.000000 Penalty: 5942.145020
	Iteration 32Q: 3 clusters Score -2.013134e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -20131894.000000 Penalty: 5942.145020
	Iteration 33Q: 3 clusters Score -2.013189e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -20132626.000000 Penalty: 5942.145020
	Iteration 34Q: 3 clusters Score -2.013263e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -20133332.000000 Penalty: 5942.145020
	Iteration 35Q: 3 clusters Score -2.013333e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -20134068.000000 Penalty: 5942.145020
	Iteration 36Q: 3 clusters Score -2.013407e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -20134862.000000 Penalty: 5942.145020
	Iteration 37Q: 3 clusters Score -2.013486e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -20135628.000000 Penalty: 5942.145020
	Iteration 38Q: 3 clusters Score -2.013563e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -20136400.000000 Penalty: 5942.145020
	Iteration 39Q: 3 clusters Score -2.01364e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -20137064.000000 Penalty: 5942.145020
	Iteration 40F: 3 clusters Score -2.013706e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139032 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -20137636.000000 Penalty: 5942.145020
	Iteration 41Q: 3 clusters Score -2.013764e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140999 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -20138366.000000 Penalty: 5942.145020
	Iteration 42Q: 3 clusters Score -2.013837e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -20138862.000000 Penalty: 5942.145020
	Iteration 43Q: 3 clusters Score -2.013886e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -20139366.000000 Penalty: 5942.145020
	Iteration 44Q: 3 clusters Score -2.013937e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -20139882.000000 Penalty: 5942.145020
	Iteration 45Q: 3 clusters Score -2.013988e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147475 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -20140306.000000 Penalty: 5942.145020
	Iteration 46Q: 3 clusters Score -2.014031e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148764 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -20140610.000000 Penalty: 5942.145020
	Iteration 47Q: 3 clusters Score -2.014061e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -20140844.000000 Penalty: 5942.145020
	Iteration 48Q: 3 clusters Score -2.014084e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150838 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -20141028.000000 Penalty: 5942.145020
	Iteration 49Q: 3 clusters Score -2.014103e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -20141094.000000 Penalty: 5942.145020
	Iteration 50Q: 3 clusters Score -2.014109e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152352 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -20141202.000000 Penalty: 5942.145020
	Iteration 51Q: 3 clusters Score -2.01412e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -20141242.000000 Penalty: 5942.145020
	Iteration 52Q: 3 clusters Score -2.014124e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -20141286.000000 Penalty: 5942.145020
	Iteration 53Q: 3 clusters Score -2.014129e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -20141286.000000 Penalty: 5942.145020
	Iteration 54Q: 3 clusters Score -2.014129e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -20141244.000000 Penalty: 5942.145020
	Iteration 55Q: 3 clusters Score -2.014124e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -20141260.000000 Penalty: 5942.145020
	Iteration 56Q: 3 clusters Score -2.014126e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -20141228.000000 Penalty: 5942.145020
	Iteration 57Q: 3 clusters Score -2.014123e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -20141216.000000 Penalty: 5942.145020
	Iteration 58Q: 3 clusters Score -2.014122e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -20141184.000000 Penalty: 5942.145020
	Iteration 59Q: 3 clusters Score -2.014118e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20141168.000000 Penalty: 5942.145020
	Iteration 60F: 3 clusters Score -2.014117e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -20141138.000000 Penalty: 5942.145020
	Iteration 61Q: 3 clusters Score -2.014114e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -20141132.000000 Penalty: 5942.145020
	Iteration 62Q: 3 clusters Score -2.014113e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -20141130.000000 Penalty: 5942.145020
	Iteration 63Q: 3 clusters Score -2.014113e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155956 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -20141112.000000 Penalty: 5942.145020
	Iteration 64Q: 3 clusters Score -2.014111e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -20141084.000000 Penalty: 5942.145020
	Iteration 65Q: 3 clusters Score -2.014108e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156134 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -20141102.000000 Penalty: 5942.145020
	Iteration 66Q: 3 clusters Score -2.01411e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20141078.000000 Penalty: 5942.145020
	Iteration 67Q: 3 clusters Score -2.014108e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -20141056.000000 Penalty: 5942.145020
	Iteration 68Q: 3 clusters Score -2.014106e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -20141086.000000 Penalty: 5942.145020
	Iteration 69Q: 3 clusters Score -2.014109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -20141064.000000 Penalty: 5942.145020
	Iteration 70Q: 3 clusters Score -2.014106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20141074.000000 Penalty: 5942.145020
	Iteration 71Q: 3 clusters Score -2.014107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -20141068.000000 Penalty: 5942.145020
	Iteration 72Q: 3 clusters Score -2.014107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156571 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -20141032.000000 Penalty: 5942.145020
	Iteration 73Q: 3 clusters Score -2.014103e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -20141054.000000 Penalty: 5942.145020
	Iteration 74Q: 3 clusters Score -2.014105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -20141046.000000 Penalty: 5942.145020
	Iteration 75Q: 3 clusters Score -2.014105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156702 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -20141026.000000 Penalty: 5942.145020
	Iteration 76Q: 3 clusters Score -2.014103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156731 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -20141022.000000 Penalty: 5942.145020
	Iteration 77Q: 3 clusters Score -2.014102e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -20141016.000000 Penalty: 5942.145020
	Iteration 78Q: 3 clusters Score -2.014102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -20141000.000000 Penalty: 5942.145020
	Iteration 79Q: 3 clusters Score -2.0141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -20141020.000000 Penalty: 5942.145020
	Iteration 80F: 3 clusters Score -2.014102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -20141008.000000 Penalty: 5942.145020
	Iteration 81Q: 3 clusters Score -2.014101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -20140998.000000 Penalty: 5942.145020
	Iteration 82Q: 3 clusters Score -2.0141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20141000.000000 Penalty: 5942.145020
	Iteration 83Q: 3 clusters Score -2.0141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156869 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20140976.000000 Penalty: 5942.145020
	Iteration 84Q: 3 clusters Score -2.014098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -20140994.000000 Penalty: 5942.145020
	Iteration 85Q: 3 clusters Score -2.014099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156908 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -20141000.000000 Penalty: 5942.145020
	Iteration 86Q: 3 clusters Score -2.0141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20140984.000000 Penalty: 5942.145020
	Iteration 87Q: 3 clusters Score -2.014098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20141002.000000 Penalty: 5942.145020
	Iteration 88Q: 3 clusters Score -2.0141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20141006.000000 Penalty: 5942.145020
	Iteration 89Q: 3 clusters Score -2.014101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156966 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -20140996.000000 Penalty: 5942.145020
	Iteration 90Q: 3 clusters Score -2.0141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20141004.000000 Penalty: 5942.145020
	Iteration 91Q: 3 clusters Score -2.0141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20140988.000000 Penalty: 5942.145020
	Iteration 92Q: 3 clusters Score -2.014099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20140992.000000 Penalty: 5942.145020
	Iteration 93Q: 3 clusters Score -2.014099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156986 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20140998.000000 Penalty: 5942.145020
	Iteration 94Q: 3 clusters Score -2.0141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20140992.000000 Penalty: 5942.145020
	Iteration 95Q: 3 clusters Score -2.014099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20140992.000000 Penalty: 5942.145020
	Iteration 96F: 3 clusters Score -2.014099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Entering Unmasked Estep 
Score: -8022584.000000 Penalty: 2753.375977
	Iteration 0F: 2 clusters Score -8022584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -7978240.000000 Penalty: 5506.751953
	Iteration 0F: 3 clusters Score -7978240 nChanged 31033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -7997999.000000 Penalty: 5506.751953
	Iteration 1F: 3 clusters Score -7997999 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8001991.500000 Penalty: 5506.751953
	Iteration 2F: 3 clusters Score -8001992 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8007343.000000 Penalty: 5506.751953
	Iteration 3F: 3 clusters Score -8007343 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -8012853.500000 Penalty: 5506.751953
	Iteration 4F: 3 clusters Score -8012854 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -8016854.500000 Penalty: 5506.751953
	Iteration 5F: 3 clusters Score -8016854 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -8018958.500000 Penalty: 5506.751953
	Iteration 6F: 3 clusters Score -8018958 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -8019825.000000 Penalty: 5506.751953
	Iteration 7Q: 3 clusters Score -8019825 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -8020387.500000 Penalty: 5506.751953
	Iteration 8Q: 3 clusters Score -8020388 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -8021030.500000 Penalty: 5506.751953
	Iteration 9Q: 3 clusters Score -8021030 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -8022237.000000 Penalty: 5506.751953
	Iteration 10Q: 3 clusters Score -8022237 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -8024191.000000 Penalty: 5506.751953
	Iteration 11Q: 3 clusters Score -8024191 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -8025904.000000 Penalty: 5506.751953
	Iteration 12Q: 3 clusters Score -8025904 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -8026332.000000 Penalty: 5506.751953
	Iteration 13Q: 3 clusters Score -8026332 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -8026594.000000 Penalty: 5506.751953
	Iteration 14Q: 3 clusters Score -8026594 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -8026732.000000 Penalty: 5506.751953
	Iteration 15Q: 3 clusters Score -8026732 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -8026813.000000 Penalty: 5506.751953
	Iteration 16Q: 3 clusters Score -8026813 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -8026853.500000 Penalty: 5506.751953
	Iteration 17Q: 3 clusters Score -8026854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -8026862.500000 Penalty: 5506.751953
	Iteration 18Q: 3 clusters Score -8026862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -8026863.500000 Penalty: 5506.751953
	Iteration 19Q: 3 clusters Score -8026864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -8026880.000000 Penalty: 5506.751953
	Iteration 20F: 3 clusters Score -8026880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -8026886.000000 Penalty: 5506.751953
	Iteration 21Q: 3 clusters Score -8026886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -8026881.500000 Penalty: 5506.751953
	Iteration 22Q: 3 clusters Score -8026882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -8026878.000000 Penalty: 5506.751953
	Iteration 23Q: 3 clusters Score -8026878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -8026888.500000 Penalty: 5506.751953
	Iteration 24Q: 3 clusters Score -8026888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -8026877.000000 Penalty: 5506.751953
	Iteration 25Q: 3 clusters Score -8026877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -8026889.000000 Penalty: 5506.751953
	Iteration 26Q: 3 clusters Score -8026889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -8026883.500000 Penalty: 5506.751953
	Iteration 27Q: 3 clusters Score -8026884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -8026885.000000 Penalty: 5506.751953
	Iteration 28Q: 3 clusters Score -8026885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -8026888.500000 Penalty: 5506.751953
	Iteration 29Q: 3 clusters Score -8026888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -8026879.500000 Penalty: 5506.751953
	Iteration 30Q: 3 clusters Score -8026880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -8026880.500000 Penalty: 5506.751953
	Iteration 31Q: 3 clusters Score -8026880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8026887.500000 Penalty: 5506.751953
	Iteration 32Q: 3 clusters Score -8026888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8026887.500000 Penalty: 5506.751953
	Iteration 33F: 3 clusters Score -8026888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 117586 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 62547 members 
Mstep: Class 7 contains 130806 members 
Mstep: Class 9 contains 155945 members 
Mstep: Class 11 contains 159553 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 216701 members 
Entering Unmasked Estep 
Score: -105707064.000000 Penalty: 44043.535156
Splitting cluster 12 changes total score from -105702728.000000 to -105707064.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -249650.531250 Penalty: 1952.652222
	Iteration 0F: 2 clusters Score -249650.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -247033.390625 Penalty: 3905.304443
	Iteration 0F: 3 clusters Score -247033.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -250652.703125 Penalty: 3905.304443
	Iteration 1F: 3 clusters Score -250652.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -254159.015625 Penalty: 3905.304443
	Iteration 2F: 3 clusters Score -254159 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -256219.265625 Penalty: 3905.304443
	Iteration 3F: 3 clusters Score -256219.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -256995.468750 Penalty: 3905.304443
	Iteration 4F: 3 clusters Score -256995.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257223.828125 Penalty: 3905.304443
	Iteration 5Q: 3 clusters Score -257223.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257260.046875 Penalty: 3905.304443
	Iteration 6Q: 3 clusters Score -257260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257390.406250 Penalty: 3905.304443
	Iteration 7Q: 3 clusters Score -257390.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257454.828125 Penalty: 3905.304443
	Iteration 8Q: 3 clusters Score -257454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257496.468750 Penalty: 3905.304443
	Iteration 9Q: 3 clusters Score -257496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257510.796875 Penalty: 3905.304443
	Iteration 10Q: 3 clusters Score -257510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257513.312500 Penalty: 3905.304443
	Iteration 11Q: 3 clusters Score -257513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257514.421875 Penalty: 3905.304443
	Iteration 12Q: 3 clusters Score -257514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257516.078125 Penalty: 3905.304443
	Iteration 13Q: 3 clusters Score -257516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -257516.468750 Penalty: 3905.304443
	Iteration 14Q: 3 clusters Score -257516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -257516.703125 Penalty: 3905.304443
	Iteration 15Q: 3 clusters Score -257516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257517.078125 Penalty: 3905.304443
	Iteration 16Q: 3 clusters Score -257517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -257519.234375 Penalty: 3905.304443
	Iteration 17Q: 3 clusters Score -257519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257519.703125 Penalty: 3905.304443
	Iteration 18Q: 3 clusters Score -257519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257519.703125 Penalty: 3905.304443
	Iteration 19F: 3 clusters Score -257519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 117586 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 62547 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 130806 members 
Mstep: Class 9 contains 155945 members 
Mstep: Class 11 contains 159553 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 216701 members 
Entering Unmasked Estep 
Score: -105713592.000000 Penalty: 47431.500000
Splitting cluster 14 changes total score from -105702728.000000 to -105713592.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -320830.312500 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -320830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317892.156250 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -317892.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -318479.875000 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -318479.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -318619.718750 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -318619.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -318682.687500 Penalty: 3872.524902
	Iteration 3Q: 3 clusters Score -318682.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -318726.281250 Penalty: 3872.524902
	Iteration 4Q: 3 clusters Score -318726.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318754.250000 Penalty: 3872.524902
	Iteration 5Q: 3 clusters Score -318754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -318770.093750 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -318770.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -318781.062500 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -318781.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -318789.750000 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -318789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -318795.218750 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -318795.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -318801.343750 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -318801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -318808.718750 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -318808.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -318813.000000 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -318813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -318818.781250 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -318818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -318821.937500 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -318821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -318824.406250 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -318824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318827.312500 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -318827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -318828.531250 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -318828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -318830.718750 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -318830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -318834.343750 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -318834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318838.937500 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -318838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -318844.125000 Penalty: 3872.524902
	Iteration 21Q: 3 clusters Score -318844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -318847.750000 Penalty: 3872.524902
	Iteration 22Q: 3 clusters Score -318847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -318854.718750 Penalty: 3872.524902
	Iteration 23Q: 3 clusters Score -318854.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -318861.250000 Penalty: 3872.524902
	Iteration 24Q: 3 clusters Score -318861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318865.437500 Penalty: 3872.524902
	Iteration 25Q: 3 clusters Score -318865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318869.031250 Penalty: 3872.524902
	Iteration 26Q: 3 clusters Score -318869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -318872.656250 Penalty: 3872.524902
	Iteration 27Q: 3 clusters Score -318872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -318874.218750 Penalty: 3872.524902
	Iteration 28Q: 3 clusters Score -318874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -318875.906250 Penalty: 3872.524902
	Iteration 29Q: 3 clusters Score -318875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -318876.812500 Penalty: 3872.524902
	Iteration 30Q: 3 clusters Score -318876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -318878.687500 Penalty: 3872.524902
	Iteration 31Q: 3 clusters Score -318878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -318879.718750 Penalty: 3872.524902
	Iteration 32Q: 3 clusters Score -318879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -318880.843750 Penalty: 3872.524902
	Iteration 33Q: 3 clusters Score -318880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -318882.343750 Penalty: 3872.524902
	Iteration 34Q: 3 clusters Score -318882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -318882.656250 Penalty: 3872.524902
	Iteration 35Q: 3 clusters Score -318882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -318882.656250 Penalty: 3872.524902
	Iteration 36F: 3 clusters Score -318882.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -157208.937500 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -157208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155045.687500 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -155045.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155626.953125 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -155627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156003.375000 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -156003.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -156556.812500 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -156556.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157004.390625 Penalty: 3581.668213
	Iteration 4F: 3 clusters Score -157004.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157189.203125 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -157189.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157265.015625 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -157265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -157320.171875 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -157320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157335.609375 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -157335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157348.234375 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -157348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157362.218750 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -157362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157379.906250 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -157379.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157395.375000 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -157395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -157412.531250 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -157412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -157433.828125 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -157433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157458.140625 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -157458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157483.531250 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -157483.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -157509.625000 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -157509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157524.437500 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -157524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -157552.796875 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -157552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -157575.750000 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -157575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -157602.328125 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -157602.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -157624.125000 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -157624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -157657.421875 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -157657.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157708.359375 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -157708.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157769.515625 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -157769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -157786.234375 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -157786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -157795.406250 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -157795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -157797.875000 Penalty: 3581.668213
	Iteration 28Q: 3 clusters Score -157797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -157797.875000 Penalty: 3581.668213
	Iteration 29F: 3 clusters Score -157797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 117586 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 62547 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 130806 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 155945 members 
Mstep: Class 11 contains 159553 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 216701 members 
Entering Unmasked Estep 
Score: -105712600.000000 Penalty: 50819.464844
Splitting cluster 18 changes total score from -105702728.000000 to -105712600.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (216701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216701 members 
Entering Unmasked Estep 
Score: -27055956.000000 Penalty: 3046.995850
	Iteration 0F: 2 clusters Score -2.705596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -26918548.000000 Penalty: 6093.991699
	Iteration 0F: 3 clusters Score -2.691855e+07 nChanged 104583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -26979638.000000 Penalty: 6093.991699
	Iteration 1F: 3 clusters Score -2.697964e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108652 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -26980208.000000 Penalty: 6093.991699
	Iteration 2Q: 3 clusters Score -2.698021e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -26981000.000000 Penalty: 6093.991699
	Iteration 3Q: 3 clusters Score -2.6981e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -26981608.000000 Penalty: 6093.991699
	Iteration 4Q: 3 clusters Score -2.698161e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -26982214.000000 Penalty: 6093.991699
	Iteration 5Q: 3 clusters Score -2.698221e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109394 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -26983382.000000 Penalty: 6093.991699
	Iteration 6Q: 3 clusters Score -2.698338e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -26984832.000000 Penalty: 6093.991699
	Iteration 7Q: 3 clusters Score -2.698483e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -26987138.000000 Penalty: 6093.991699
	Iteration 8Q: 3 clusters Score -2.698714e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -26990906.000000 Penalty: 6093.991699
	Iteration 9Q: 3 clusters Score -2.699091e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 107732 members 
Entering Unmasked Estep 
Score: -26998244.000000 Penalty: 6093.991699
	Iteration 10F: 3 clusters Score -2.699824e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -27009780.000000 Penalty: 6093.991699
	Iteration 11F: 3 clusters Score -2.700978e+07 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -27021574.000000 Penalty: 6093.991699
	Iteration 12F: 3 clusters Score -2.702157e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -27027968.000000 Penalty: 6093.991699
	Iteration 13F: 3 clusters Score -2.702797e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 113414 members 
Entering Unmasked Estep 
Score: -27030348.000000 Penalty: 6093.991699
	Iteration 14Q: 3 clusters Score -2.703035e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -27031500.000000 Penalty: 6093.991699
	Iteration 15Q: 3 clusters Score -2.70315e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -27032330.000000 Penalty: 6093.991699
	Iteration 16Q: 3 clusters Score -2.703233e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 118930 members 
Entering Unmasked Estep 
Score: -27033238.000000 Penalty: 6093.991699
	Iteration 17Q: 3 clusters Score -2.703324e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
Score: -27034212.000000 Penalty: 6093.991699
	Iteration 18Q: 3 clusters Score -2.703421e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -27035068.000000 Penalty: 6093.991699
	Iteration 19Q: 3 clusters Score -2.703507e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -27036560.000000 Penalty: 6093.991699
	Iteration 20F: 3 clusters Score -2.703656e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -27038218.000000 Penalty: 6093.991699
	Iteration 21Q: 3 clusters Score -2.703822e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 135157 members 
Entering Unmasked Estep 
Score: -27040058.000000 Penalty: 6093.991699
	Iteration 22Q: 3 clusters Score -2.704006e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 139203 members 
Entering Unmasked Estep 
Score: -27041844.000000 Penalty: 6093.991699
	Iteration 23Q: 3 clusters Score -2.704184e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 143418 members 
Entering Unmasked Estep 
Score: -27044070.000000 Penalty: 6093.991699
	Iteration 24Q: 3 clusters Score -2.704407e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -27046522.000000 Penalty: 6093.991699
	Iteration 25Q: 3 clusters Score -2.704652e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -27048900.000000 Penalty: 6093.991699
	Iteration 26Q: 3 clusters Score -2.70489e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 156969 members 
Entering Unmasked Estep 
Score: -27051388.000000 Penalty: 6093.991699
	Iteration 27Q: 3 clusters Score -2.705139e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -27053484.000000 Penalty: 6093.991699
	Iteration 28Q: 3 clusters Score -2.705348e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 165302 members 
Entering Unmasked Estep 
Score: -27055082.000000 Penalty: 6093.991699
	Iteration 29Q: 3 clusters Score -2.705508e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 168998 members 
Entering Unmasked Estep 
Score: -27056176.000000 Penalty: 6093.991699
	Iteration 30Q: 3 clusters Score -2.705618e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 172196 members 
Entering Unmasked Estep 
Score: -27056946.000000 Penalty: 6093.991699
	Iteration 31Q: 3 clusters Score -2.705695e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -27057364.000000 Penalty: 6093.991699
	Iteration 32Q: 3 clusters Score -2.705736e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -27057574.000000 Penalty: 6093.991699
	Iteration 33Q: 3 clusters Score -2.705757e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 179750 members 
Entering Unmasked Estep 
Score: -27057660.000000 Penalty: 6093.991699
	Iteration 34Q: 3 clusters Score -2.705766e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 181724 members 
Entering Unmasked Estep 
Score: -27057666.000000 Penalty: 6093.991699
	Iteration 35Q: 3 clusters Score -2.705767e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 183429 members 
Entering Unmasked Estep 
Score: -27057766.000000 Penalty: 6093.991699
	Iteration 36Q: 3 clusters Score -2.705777e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -27057672.000000 Penalty: 6093.991699
	Iteration 37Q: 3 clusters Score -2.705767e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 186328 members 
Entering Unmasked Estep 
Score: -27057558.000000 Penalty: 6093.991699
	Iteration 38Q: 3 clusters Score -2.705756e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 187484 members 
Entering Unmasked Estep 
Score: -27057592.000000 Penalty: 6093.991699
	Iteration 39Q: 3 clusters Score -2.705759e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -27057880.000000 Penalty: 6093.991699
	Iteration 40F: 3 clusters Score -2.705788e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 189814 members 
Entering Unmasked Estep 
Score: -27057936.000000 Penalty: 6093.991699
	Iteration 41Q: 3 clusters Score -2.705794e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 191007 members 
Entering Unmasked Estep 
Score: -27057898.000000 Penalty: 6093.991699
	Iteration 42Q: 3 clusters Score -2.70579e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 192075 members 
Entering Unmasked Estep 
Score: -27057928.000000 Penalty: 6093.991699
	Iteration 43Q: 3 clusters Score -2.705793e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 193067 members 
Entering Unmasked Estep 
Score: -27057878.000000 Penalty: 6093.991699
	Iteration 44Q: 3 clusters Score -2.705788e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 193934 members 
Entering Unmasked Estep 
Score: -27057794.000000 Penalty: 6093.991699
	Iteration 45Q: 3 clusters Score -2.705779e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -27057710.000000 Penalty: 6093.991699
	Iteration 46Q: 3 clusters Score -2.705771e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -27057708.000000 Penalty: 6093.991699
	Iteration 47Q: 3 clusters Score -2.705771e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 196221 members 
Entering Unmasked Estep 
Score: -27057746.000000 Penalty: 6093.991699
	Iteration 48Q: 3 clusters Score -2.705775e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 196889 members 
Entering Unmasked Estep 
Score: -27057654.000000 Penalty: 6093.991699
	Iteration 49Q: 3 clusters Score -2.705765e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 197473 members 
Entering Unmasked Estep 
Score: -27057652.000000 Penalty: 6093.991699
	Iteration 50Q: 3 clusters Score -2.705765e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 198045 members 
Entering Unmasked Estep 
Score: -27057648.000000 Penalty: 6093.991699
	Iteration 51Q: 3 clusters Score -2.705765e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 198573 members 
Entering Unmasked Estep 
Score: -27057610.000000 Penalty: 6093.991699
	Iteration 52Q: 3 clusters Score -2.705761e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 199034 members 
Entering Unmasked Estep 
Score: -27057514.000000 Penalty: 6093.991699
	Iteration 53Q: 3 clusters Score -2.705751e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 199490 members 
Entering Unmasked Estep 
Score: -27057422.000000 Penalty: 6093.991699
	Iteration 54Q: 3 clusters Score -2.705742e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 199908 members 
Entering Unmasked Estep 
Score: -27057300.000000 Penalty: 6093.991699
	Iteration 55Q: 3 clusters Score -2.70573e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 200299 members 
Entering Unmasked Estep 
Score: -27057282.000000 Penalty: 6093.991699
	Iteration 56Q: 3 clusters Score -2.705728e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 200678 members 
Entering Unmasked Estep 
Score: -27057178.000000 Penalty: 6093.991699
	Iteration 57Q: 3 clusters Score -2.705718e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 201044 members 
Entering Unmasked Estep 
Score: -27057174.000000 Penalty: 6093.991699
	Iteration 58Q: 3 clusters Score -2.705717e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 201394 members 
Entering Unmasked Estep 
Score: -27057068.000000 Penalty: 6093.991699
	Iteration 59Q: 3 clusters Score -2.705707e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 201725 members 
Entering Unmasked Estep 
Score: -27057118.000000 Penalty: 6093.991699
	Iteration 60F: 3 clusters Score -2.705712e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 202019 members 
Entering Unmasked Estep 
Score: -27057064.000000 Penalty: 6093.991699
	Iteration 61Q: 3 clusters Score -2.705706e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 202289 members 
Entering Unmasked Estep 
Score: -27057024.000000 Penalty: 6093.991699
	Iteration 62Q: 3 clusters Score -2.705702e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 202557 members 
Entering Unmasked Estep 
Score: -27056996.000000 Penalty: 6093.991699
	Iteration 63Q: 3 clusters Score -2.7057e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 202812 members 
Entering Unmasked Estep 
Score: -27057020.000000 Penalty: 6093.991699
	Iteration 64Q: 3 clusters Score -2.705702e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 203049 members 
Entering Unmasked Estep 
Score: -27057030.000000 Penalty: 6093.991699
	Iteration 65Q: 3 clusters Score -2.705703e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 203286 members 
Entering Unmasked Estep 
Score: -27056950.000000 Penalty: 6093.991699
	Iteration 66Q: 3 clusters Score -2.705695e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 203517 members 
Entering Unmasked Estep 
Score: -27056960.000000 Penalty: 6093.991699
	Iteration 67Q: 3 clusters Score -2.705696e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 203750 members 
Entering Unmasked Estep 
Score: -27056894.000000 Penalty: 6093.991699
	Iteration 68Q: 3 clusters Score -2.705689e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 203984 members 
Entering Unmasked Estep 
Score: -27056862.000000 Penalty: 6093.991699
	Iteration 69Q: 3 clusters Score -2.705686e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 204212 members 
Entering Unmasked Estep 
Score: -27056830.000000 Penalty: 6093.991699
	Iteration 70Q: 3 clusters Score -2.705683e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 204423 members 
Entering Unmasked Estep 
Score: -27056818.000000 Penalty: 6093.991699
	Iteration 71Q: 3 clusters Score -2.705682e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 204603 members 
Entering Unmasked Estep 
Score: -27056780.000000 Penalty: 6093.991699
	Iteration 72Q: 3 clusters Score -2.705678e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 204786 members 
Entering Unmasked Estep 
Score: -27056706.000000 Penalty: 6093.991699
	Iteration 73Q: 3 clusters Score -2.705671e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 204981 members 
Entering Unmasked Estep 
Score: -27056648.000000 Penalty: 6093.991699
	Iteration 74Q: 3 clusters Score -2.705665e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 205139 members 
Entering Unmasked Estep 
Score: -27056596.000000 Penalty: 6093.991699
	Iteration 75Q: 3 clusters Score -2.70566e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 205272 members 
Entering Unmasked Estep 
Score: -27056592.000000 Penalty: 6093.991699
	Iteration 76Q: 3 clusters Score -2.705659e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 205368 members 
Entering Unmasked Estep 
Score: -27056540.000000 Penalty: 6093.991699
	Iteration 77Q: 3 clusters Score -2.705654e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 205476 members 
Entering Unmasked Estep 
Score: -27056502.000000 Penalty: 6093.991699
	Iteration 78Q: 3 clusters Score -2.70565e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 205574 members 
Entering Unmasked Estep 
Score: -27056512.000000 Penalty: 6093.991699
	Iteration 79Q: 3 clusters Score -2.705651e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 205697 members 
Entering Unmasked Estep 
Score: -27056500.000000 Penalty: 6093.991699
	Iteration 80F: 3 clusters Score -2.70565e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 205812 members 
Entering Unmasked Estep 
Score: -27056470.000000 Penalty: 6093.991699
	Iteration 81Q: 3 clusters Score -2.705647e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 205926 members 
Entering Unmasked Estep 
Score: -27056474.000000 Penalty: 6093.991699
	Iteration 82Q: 3 clusters Score -2.705647e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -27056436.000000 Penalty: 6093.991699
	Iteration 83Q: 3 clusters Score -2.705644e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 206139 members 
Entering Unmasked Estep 
Score: -27056402.000000 Penalty: 6093.991699
	Iteration 84Q: 3 clusters Score -2.70564e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 206249 members 
Entering Unmasked Estep 
Score: -27056402.000000 Penalty: 6093.991699
	Iteration 85Q: 3 clusters Score -2.70564e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 206357 members 
Entering Unmasked Estep 
Score: -27056374.000000 Penalty: 6093.991699
	Iteration 86Q: 3 clusters Score -2.705637e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 206457 members 
Entering Unmasked Estep 
Score: -27056322.000000 Penalty: 6093.991699
	Iteration 87Q: 3 clusters Score -2.705632e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 206532 members 
Entering Unmasked Estep 
Score: -27056314.000000 Penalty: 6093.991699
	Iteration 88Q: 3 clusters Score -2.705631e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 206603 members 
Entering Unmasked Estep 
Score: -27056264.000000 Penalty: 6093.991699
	Iteration 89Q: 3 clusters Score -2.705626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 206660 members 
Entering Unmasked Estep 
Score: -27056236.000000 Penalty: 6093.991699
	Iteration 90Q: 3 clusters Score -2.705624e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 206718 members 
Entering Unmasked Estep 
Score: -27056280.000000 Penalty: 6093.991699
	Iteration 91Q: 3 clusters Score -2.705628e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 206785 members 
Entering Unmasked Estep 
Score: -27056240.000000 Penalty: 6093.991699
	Iteration 92Q: 3 clusters Score -2.705624e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 206855 members 
Entering Unmasked Estep 
Score: -27056278.000000 Penalty: 6093.991699
	Iteration 93Q: 3 clusters Score -2.705628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 206927 members 
Entering Unmasked Estep 
Score: -27056292.000000 Penalty: 6093.991699
	Iteration 94Q: 3 clusters Score -2.705629e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 206989 members 
Entering Unmasked Estep 
Score: -27056326.000000 Penalty: 6093.991699
	Iteration 95Q: 3 clusters Score -2.705633e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 207052 members 
Entering Unmasked Estep 
Score: -27056260.000000 Penalty: 6093.991699
	Iteration 96Q: 3 clusters Score -2.705626e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 207103 members 
Entering Unmasked Estep 
Score: -27056216.000000 Penalty: 6093.991699
	Iteration 97Q: 3 clusters Score -2.705622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 207150 members 
Entering Unmasked Estep 
Score: -27056202.000000 Penalty: 6093.991699
	Iteration 98Q: 3 clusters Score -2.70562e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 207197 members 
Entering Unmasked Estep 
Score: -27056182.000000 Penalty: 6093.991699
	Iteration 99Q: 3 clusters Score -2.705618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 207241 members 
Entering Unmasked Estep 
Score: -27056190.000000 Penalty: 6093.991699
	Iteration 100F: 3 clusters Score -2.705619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 207289 members 
Entering Unmasked Estep 
Score: -27056148.000000 Penalty: 6093.991699
	Iteration 101Q: 3 clusters Score -2.705615e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 207344 members 
Entering Unmasked Estep 
Score: -27056144.000000 Penalty: 6093.991699
	Iteration 102Q: 3 clusters Score -2.705614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 207391 members 
Entering Unmasked Estep 
Score: -27056144.000000 Penalty: 6093.991699
	Iteration 103Q: 3 clusters Score -2.705614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 207438 members 
Entering Unmasked Estep 
Score: -27056154.000000 Penalty: 6093.991699
	Iteration 104Q: 3 clusters Score -2.705615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 207484 members 
Entering Unmasked Estep 
Score: -27056114.000000 Penalty: 6093.991699
	Iteration 105Q: 3 clusters Score -2.705611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 207524 members 
Entering Unmasked Estep 
Score: -27056122.000000 Penalty: 6093.991699
	Iteration 106Q: 3 clusters Score -2.705612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 207556 members 
Entering Unmasked Estep 
Score: -27056104.000000 Penalty: 6093.991699
	Iteration 107Q: 3 clusters Score -2.70561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 207584 members 
Entering Unmasked Estep 
Score: -27056076.000000 Penalty: 6093.991699
	Iteration 108Q: 3 clusters Score -2.705608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 207611 members 
Entering Unmasked Estep 
Score: -27056070.000000 Penalty: 6093.991699
	Iteration 109Q: 3 clusters Score -2.705607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 207637 members 
Entering Unmasked Estep 
Score: -27056052.000000 Penalty: 6093.991699
	Iteration 110Q: 3 clusters Score -2.705605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 207656 members 
Entering Unmasked Estep 
Score: -27056062.000000 Penalty: 6093.991699
	Iteration 111Q: 3 clusters Score -2.705606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 207679 members 
Entering Unmasked Estep 
Score: -27056074.000000 Penalty: 6093.991699
	Iteration 112Q: 3 clusters Score -2.705607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 207694 members 
Entering Unmasked Estep 
Score: -27056062.000000 Penalty: 6093.991699
	Iteration 113Q: 3 clusters Score -2.705606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 207712 members 
Entering Unmasked Estep 
Score: -27056054.000000 Penalty: 6093.991699
	Iteration 114Q: 3 clusters Score -2.705605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 207733 members 
Entering Unmasked Estep 
Score: -27056028.000000 Penalty: 6093.991699
	Iteration 115Q: 3 clusters Score -2.705603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 207754 members 
Entering Unmasked Estep 
Score: -27055996.000000 Penalty: 6093.991699
	Iteration 116Q: 3 clusters Score -2.7056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 207768 members 
Entering Unmasked Estep 
Score: -27056012.000000 Penalty: 6093.991699
	Iteration 117Q: 3 clusters Score -2.705601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 207784 members 
Entering Unmasked Estep 
Score: -27055974.000000 Penalty: 6093.991699
	Iteration 118Q: 3 clusters Score -2.705597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 207795 members 
Entering Unmasked Estep 
Score: -27055968.000000 Penalty: 6093.991699
	Iteration 119Q: 3 clusters Score -2.705597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 207810 members 
Entering Unmasked Estep 
Score: -27055986.000000 Penalty: 6093.991699
	Iteration 120F: 3 clusters Score -2.705599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 207824 members 
Entering Unmasked Estep 
Score: -27055960.000000 Penalty: 6093.991699
	Iteration 121Q: 3 clusters Score -2.705596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 207836 members 
Entering Unmasked Estep 
Score: -27055958.000000 Penalty: 6093.991699
	Iteration 122Q: 3 clusters Score -2.705596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 207846 members 
Entering Unmasked Estep 
Score: -27055982.000000 Penalty: 6093.991699
	Iteration 123Q: 3 clusters Score -2.705598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 207859 members 
Entering Unmasked Estep 
Score: -27055988.000000 Penalty: 6093.991699
	Iteration 124Q: 3 clusters Score -2.705599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 207870 members 
Entering Unmasked Estep 
Score: -27055996.000000 Penalty: 6093.991699
	Iteration 125Q: 3 clusters Score -2.7056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 207886 members 
Entering Unmasked Estep 
Score: -27055992.000000 Penalty: 6093.991699
	Iteration 126Q: 3 clusters Score -2.705599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -27055972.000000 Penalty: 6093.991699
	Iteration 127Q: 3 clusters Score -2.705597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 207951 members 
Entering Unmasked Estep 
Score: -27055986.000000 Penalty: 6093.991699
	Iteration 128Q: 3 clusters Score -2.705599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 207975 members 
Entering Unmasked Estep 
Score: -27055966.000000 Penalty: 6093.991699
	Iteration 129Q: 3 clusters Score -2.705597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -27055974.000000 Penalty: 6093.991699
	Iteration 130Q: 3 clusters Score -2.705597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 208030 members 
Entering Unmasked Estep 
Score: -27055990.000000 Penalty: 6093.991699
	Iteration 131Q: 3 clusters Score -2.705599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -27055946.000000 Penalty: 6093.991699
	Iteration 132Q: 3 clusters Score -2.705595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 208088 members 
Entering Unmasked Estep 
Score: -27055932.000000 Penalty: 6093.991699
	Iteration 133Q: 3 clusters Score -2.705593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 208124 members 
Entering Unmasked Estep 
Score: -27055940.000000 Penalty: 6093.991699
	Iteration 134Q: 3 clusters Score -2.705594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 208152 members 
Entering Unmasked Estep 
Score: -27055938.000000 Penalty: 6093.991699
	Iteration 135Q: 3 clusters Score -2.705594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 208174 members 
Entering Unmasked Estep 
Score: -27055906.000000 Penalty: 6093.991699
	Iteration 136Q: 3 clusters Score -2.705591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 208189 members 
Entering Unmasked Estep 
Score: -27055902.000000 Penalty: 6093.991699
	Iteration 137Q: 3 clusters Score -2.70559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 208205 members 
Entering Unmasked Estep 
Score: -27055898.000000 Penalty: 6093.991699
	Iteration 138Q: 3 clusters Score -2.70559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 208224 members 
Entering Unmasked Estep 
Score: -27055864.000000 Penalty: 6093.991699
	Iteration 139Q: 3 clusters Score -2.705586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 208241 members 
Entering Unmasked Estep 
Score: -27055848.000000 Penalty: 6093.991699
	Iteration 140F: 3 clusters Score -2.705585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 208259 members 
Entering Unmasked Estep 
Score: -27055834.000000 Penalty: 6093.991699
	Iteration 141Q: 3 clusters Score -2.705583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -27055834.000000 Penalty: 6093.991699
	Iteration 142Q: 3 clusters Score -2.705583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 208289 members 
Entering Unmasked Estep 
Score: -27055822.000000 Penalty: 6093.991699
	Iteration 143Q: 3 clusters Score -2.705582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 208300 members 
Entering Unmasked Estep 
Score: -27055816.000000 Penalty: 6093.991699
	Iteration 144Q: 3 clusters Score -2.705582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 208314 members 
Entering Unmasked Estep 
Score: -27055810.000000 Penalty: 6093.991699
	Iteration 145Q: 3 clusters Score -2.705581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 208327 members 
Entering Unmasked Estep 
Score: -27055820.000000 Penalty: 6093.991699
	Iteration 146Q: 3 clusters Score -2.705582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 208341 members 
Entering Unmasked Estep 
Score: -27055828.000000 Penalty: 6093.991699
	Iteration 147Q: 3 clusters Score -2.705583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 208356 members 
Entering Unmasked Estep 
Score: -27055806.000000 Penalty: 6093.991699
	Iteration 148Q: 3 clusters Score -2.705581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 208369 members 
Entering Unmasked Estep 
Score: -27055800.000000 Penalty: 6093.991699
	Iteration 149Q: 3 clusters Score -2.70558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 208385 members 
Entering Unmasked Estep 
Score: -27055818.000000 Penalty: 6093.991699
	Iteration 150Q: 3 clusters Score -2.705582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 208396 members 
Entering Unmasked Estep 
Score: -27055798.000000 Penalty: 6093.991699
	Iteration 151Q: 3 clusters Score -2.70558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 208406 members 
Entering Unmasked Estep 
Score: -27055812.000000 Penalty: 6093.991699
	Iteration 152Q: 3 clusters Score -2.705581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 208419 members 
Entering Unmasked Estep 
Score: -27055784.000000 Penalty: 6093.991699
	Iteration 153Q: 3 clusters Score -2.705578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 208432 members 
Entering Unmasked Estep 
Score: -27055774.000000 Penalty: 6093.991699
	Iteration 154Q: 3 clusters Score -2.705577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 208445 members 
Entering Unmasked Estep 
Score: -27055770.000000 Penalty: 6093.991699
	Iteration 155Q: 3 clusters Score -2.705577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 208467 members 
Entering Unmasked Estep 
Score: -27055792.000000 Penalty: 6093.991699
	Iteration 156Q: 3 clusters Score -2.705579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 208490 members 
Entering Unmasked Estep 
Score: -27055754.000000 Penalty: 6093.991699
	Iteration 157Q: 3 clusters Score -2.705575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 208508 members 
Entering Unmasked Estep 
Score: -27055760.000000 Penalty: 6093.991699
	Iteration 158Q: 3 clusters Score -2.705576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 208516 members 
Entering Unmasked Estep 
Score: -27055742.000000 Penalty: 6093.991699
	Iteration 159Q: 3 clusters Score -2.705574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 208525 members 
Entering Unmasked Estep 
Score: -27055722.000000 Penalty: 6093.991699
	Iteration 160F: 3 clusters Score -2.705572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -27055716.000000 Penalty: 6093.991699
	Iteration 161Q: 3 clusters Score -2.705572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 208541 members 
Entering Unmasked Estep 
Score: -27055718.000000 Penalty: 6093.991699
	Iteration 162Q: 3 clusters Score -2.705572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 208553 members 
Entering Unmasked Estep 
Score: -27055730.000000 Penalty: 6093.991699
	Iteration 163Q: 3 clusters Score -2.705573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 208569 members 
Entering Unmasked Estep 
Score: -27055724.000000 Penalty: 6093.991699
	Iteration 164Q: 3 clusters Score -2.705572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 208586 members 
Entering Unmasked Estep 
Score: -27055736.000000 Penalty: 6093.991699
	Iteration 165Q: 3 clusters Score -2.705574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 208604 members 
Entering Unmasked Estep 
Score: -27055724.000000 Penalty: 6093.991699
	Iteration 166Q: 3 clusters Score -2.705572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 208615 members 
Entering Unmasked Estep 
Score: -27055712.000000 Penalty: 6093.991699
	Iteration 167Q: 3 clusters Score -2.705571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 208629 members 
Entering Unmasked Estep 
Score: -27055686.000000 Penalty: 6093.991699
	Iteration 168Q: 3 clusters Score -2.705569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 208644 members 
Entering Unmasked Estep 
Score: -27055704.000000 Penalty: 6093.991699
	Iteration 169Q: 3 clusters Score -2.70557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 208655 members 
Entering Unmasked Estep 
Score: -27055686.000000 Penalty: 6093.991699
	Iteration 170Q: 3 clusters Score -2.705569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 208666 members 
Entering Unmasked Estep 
Score: -27055676.000000 Penalty: 6093.991699
	Iteration 171Q: 3 clusters Score -2.705568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 208679 members 
Entering Unmasked Estep 
Score: -27055672.000000 Penalty: 6093.991699
	Iteration 172Q: 3 clusters Score -2.705567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 208697 members 
Entering Unmasked Estep 
Score: -27055668.000000 Penalty: 6093.991699
	Iteration 173Q: 3 clusters Score -2.705567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 208718 members 
Entering Unmasked Estep 
Score: -27055652.000000 Penalty: 6093.991699
	Iteration 174Q: 3 clusters Score -2.705565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 208735 members 
Entering Unmasked Estep 
Score: -27055654.000000 Penalty: 6093.991699
	Iteration 175Q: 3 clusters Score -2.705565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 208750 members 
Entering Unmasked Estep 
Score: -27055656.000000 Penalty: 6093.991699
	Iteration 176Q: 3 clusters Score -2.705566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 208772 members 
Entering Unmasked Estep 
Score: -27055642.000000 Penalty: 6093.991699
	Iteration 177Q: 3 clusters Score -2.705564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 208799 members 
Entering Unmasked Estep 
Score: -27055650.000000 Penalty: 6093.991699
	Iteration 178Q: 3 clusters Score -2.705565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 208824 members 
Entering Unmasked Estep 
Score: -27055632.000000 Penalty: 6093.991699
	Iteration 179Q: 3 clusters Score -2.705563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 208846 members 
Entering Unmasked Estep 
Score: -27055584.000000 Penalty: 6093.991699
	Iteration 180F: 3 clusters Score -2.705558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 208863 members 
Entering Unmasked Estep 
Score: -27055602.000000 Penalty: 6093.991699
	Iteration 181Q: 3 clusters Score -2.70556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 208884 members 
Entering Unmasked Estep 
Score: -27055608.000000 Penalty: 6093.991699
	Iteration 182Q: 3 clusters Score -2.705561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 208899 members 
Entering Unmasked Estep 
Score: -27055598.000000 Penalty: 6093.991699
	Iteration 183Q: 3 clusters Score -2.70556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 208910 members 
Entering Unmasked Estep 
Score: -27055590.000000 Penalty: 6093.991699
	Iteration 184Q: 3 clusters Score -2.705559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 208928 members 
Entering Unmasked Estep 
Score: -27055600.000000 Penalty: 6093.991699
	Iteration 185Q: 3 clusters Score -2.70556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 208942 members 
Entering Unmasked Estep 
Score: -27055616.000000 Penalty: 6093.991699
	Iteration 186Q: 3 clusters Score -2.705562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 208953 members 
Entering Unmasked Estep 
Score: -27055618.000000 Penalty: 6093.991699
	Iteration 187Q: 3 clusters Score -2.705562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 208964 members 
Entering Unmasked Estep 
Score: -27055602.000000 Penalty: 6093.991699
	Iteration 188Q: 3 clusters Score -2.70556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 208973 members 
Entering Unmasked Estep 
Score: -27055592.000000 Penalty: 6093.991699
	Iteration 189Q: 3 clusters Score -2.705559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 208982 members 
Entering Unmasked Estep 
Score: -27055590.000000 Penalty: 6093.991699
	Iteration 190Q: 3 clusters Score -2.705559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 208990 members 
Entering Unmasked Estep 
Score: -27055584.000000 Penalty: 6093.991699
	Iteration 191Q: 3 clusters Score -2.705558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 209001 members 
Entering Unmasked Estep 
Score: -27055562.000000 Penalty: 6093.991699
	Iteration 192Q: 3 clusters Score -2.705556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 209003 members 
Entering Unmasked Estep 
Score: -27055564.000000 Penalty: 6093.991699
	Iteration 193Q: 3 clusters Score -2.705556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -27055570.000000 Penalty: 6093.991699
	Iteration 194Q: 3 clusters Score -2.705557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 209007 members 
Entering Unmasked Estep 
Score: -27055562.000000 Penalty: 6093.991699
	Iteration 195Q: 3 clusters Score -2.705556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 209007 members 
Entering Unmasked Estep 
Score: -27055562.000000 Penalty: 6093.991699
	Iteration 196F: 3 clusters Score -2.705556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 117586 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 7 contains 130806 members 
Mstep: Class 9 contains 155945 members 
Mstep: Class 11 contains 159553 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 216701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713800.000000 Penalty: 50819.464844
Iteration 39Q: 16 clusters Score -1.057138e+08 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 117106 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 62080 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 133036 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 155786 members 
Mstep: Class 11 contains 160674 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 214279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105715632.000000 Penalty: 50819.464844
Iteration 40F: 16 clusters Score -1.057156e+08 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 116553 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 63212 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 135479 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 155657 members 
Mstep: Class 11 contains 160776 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 210865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105716776.000000 Penalty: 50819.464844
Iteration 41Q: 16 clusters Score -1.057168e+08 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 115997 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 64034 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 138316 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 155540 members 
Mstep: Class 11 contains 160083 members 
Mstep: Class 12 contains 3851 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 208328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105717056.000000 Penalty: 50819.464844
Iteration 42Q: 16 clusters Score -1.057171e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 115334 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 64710 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 141373 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 155341 members 
Mstep: Class 11 contains 159095 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 206254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105718040.000000 Penalty: 50819.464844
Iteration 43Q: 16 clusters Score -1.05718e+08 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 114661 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 65233 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 144589 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 155158 members 
Mstep: Class 11 contains 157850 members 
Mstep: Class 12 contains 4008 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 19 contains 204438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105718968.000000 Penalty: 50819.464844
Iteration 44Q: 16 clusters Score -1.05719e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 113925 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 65685 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 148171 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 154884 members 
Mstep: Class 11 contains 156502 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 202611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105718984.000000 Penalty: 50819.464844
Iteration 45Q: 16 clusters Score -1.05719e+08 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 113126 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 66105 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 152147 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 154502 members 
Mstep: Class 11 contains 155075 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 14 contains 1593 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 200678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105720552.000000 Penalty: 50819.464844
Iteration 46Q: 16 clusters Score -1.057206e+08 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 112170 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 66558 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 156557 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 154022 members 
Mstep: Class 11 contains 153689 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 19 contains 198507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721520.000000 Penalty: 50819.464844
Iteration 47Q: 16 clusters Score -1.057215e+08 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 111100 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 67018 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 161196 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 153491 members 
Mstep: Class 11 contains 152414 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 196163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722136.000000 Penalty: 50819.464844
Iteration 48Q: 16 clusters Score -1.057221e+08 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 109935 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 67410 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 166044 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 152892 members 
Mstep: Class 11 contains 151217 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 193739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722320.000000 Penalty: 50819.464844
Iteration 49Q: 16 clusters Score -1.057223e+08 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 108699 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 67809 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 170765 members 
Mstep: Class 8 contains 1580 members 
Mstep: Class 9 contains 152346 members 
Mstep: Class 11 contains 150141 members 
Mstep: Class 12 contains 4572 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 191355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721728.000000 Penalty: 50819.464844
Iteration 50Q: 16 clusters Score -1.057217e+08 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 107493 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 68216 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 174911 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 152029 members 
Mstep: Class 11 contains 149309 members 
Mstep: Class 12 contains 4652 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 189058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721552.000000 Penalty: 50819.464844
Iteration 51Q: 16 clusters Score -1.057216e+08 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 106363 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 68594 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 177845 members 
Mstep: Class 8 contains 1602 members 
Mstep: Class 9 contains 152048 members 
Mstep: Class 11 contains 148833 members 
Mstep: Class 12 contains 4721 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 187244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105720704.000000 Penalty: 50819.464844
Iteration 52Q: 16 clusters Score -1.057207e+08 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 105394 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 68958 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 179199 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 152428 members 
Mstep: Class 11 contains 148882 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 185991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721368.000000 Penalty: 50819.464844
Iteration 53Q: 16 clusters Score -1.057214e+08 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104510 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 69340 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 178997 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 153083 members 
Mstep: Class 11 contains 149392 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 185473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721296.000000 Penalty: 50819.464844
Iteration 54Q: 16 clusters Score -1.057213e+08 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 103684 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 69737 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 177774 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 153908 members 
Mstep: Class 11 contains 150210 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 185440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721464.000000 Penalty: 50819.464844
Iteration 55Q: 16 clusters Score -1.057215e+08 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 102917 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 70112 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 175707 members 
Mstep: Class 8 contains 1637 members 
Mstep: Class 9 contains 154877 members 
Mstep: Class 11 contains 151234 members 
Mstep: Class 12 contains 4896 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 185849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721736.000000 Penalty: 50819.464844
Iteration 56Q: 16 clusters Score -1.057217e+08 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 102182 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 70495 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 173134 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 155814 members 
Mstep: Class 11 contains 152452 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 19 contains 186570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722064.000000 Penalty: 50819.464844
Iteration 57Q: 16 clusters Score -1.057221e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 101443 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 70875 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 170312 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 156634 members 
Mstep: Class 11 contains 153771 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 14 contains 1691 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 187565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722624.000000 Penalty: 50819.464844
Iteration 58Q: 16 clusters Score -1.057226e+08 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 100737 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 71254 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 167596 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 157263 members 
Mstep: Class 11 contains 155027 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 188689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722800.000000 Penalty: 50819.464844
Iteration 59Q: 16 clusters Score -1.057228e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 99952 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 71652 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 165124 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 157766 members 
Mstep: Class 11 contains 156142 members 
Mstep: Class 12 contains 5050 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 189882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723224.000000 Penalty: 50819.464844
Iteration 60F: 16 clusters Score -1.057232e+08 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 99072 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 163046 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 158130 members 
Mstep: Class 11 contains 157046 members 
Mstep: Class 12 contains 5099 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 191137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723680.000000 Penalty: 50819.464844
Iteration 61Q: 16 clusters Score -1.057237e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 98184 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 72369 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 7 contains 161377 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 158325 members 
Mstep: Class 11 contains 157726 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 192421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723624.000000 Penalty: 50819.464844
Iteration 62Q: 16 clusters Score -1.057236e+08 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 97301 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 72727 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 160110 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 158340 members 
Mstep: Class 11 contains 158261 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 193617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723664.000000 Penalty: 50819.464844
Iteration 63Q: 16 clusters Score -1.057237e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 96411 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 73097 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 159260 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 158204 members 
Mstep: Class 11 contains 158628 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 194721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724128.000000 Penalty: 50819.464844
Iteration 64Q: 16 clusters Score -1.057241e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 95543 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 73448 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 158855 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 158004 members 
Mstep: Class 11 contains 158787 members 
Mstep: Class 12 contains 5283 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 195650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724328.000000 Penalty: 50819.464844
Iteration 65Q: 16 clusters Score -1.057243e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 94643 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 73821 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 158801 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 157783 members 
Mstep: Class 11 contains 158789 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 196398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723992.000000 Penalty: 50819.464844
Iteration 66Q: 16 clusters Score -1.05724e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 93746 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 74116 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 159103 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 157533 members 
Mstep: Class 11 contains 158643 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724096.000000 Penalty: 50819.464844
Iteration 67Q: 16 clusters Score -1.057241e+08 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 92831 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 74353 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 159747 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 157291 members 
Mstep: Class 11 contains 158297 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724160.000000 Penalty: 50819.464844
Iteration 68Q: 16 clusters Score -1.057242e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 91943 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 74555 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 160569 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 157049 members 
Mstep: Class 11 contains 157895 members 
Mstep: Class 12 contains 5550 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 198018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724400.000000 Penalty: 50819.464844
Iteration 69Q: 16 clusters Score -1.057244e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 91131 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 74775 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 161591 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 156867 members 
Mstep: Class 11 contains 157433 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 198186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724680.000000 Penalty: 50819.464844
Iteration 70Q: 16 clusters Score -1.057247e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 90370 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 74988 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 162667 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 156724 members 
Mstep: Class 11 contains 156957 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 198217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724688.000000 Penalty: 50819.464844
Iteration 71Q: 16 clusters Score -1.057247e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 89635 members 
Mstep: Class 3 contains 1735 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 75175 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 163773 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 156591 members 
Mstep: Class 11 contains 156460 members 
Mstep: Class 12 contains 5728 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 198223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724744.000000 Penalty: 50819.464844
Iteration 72Q: 16 clusters Score -1.057247e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 88927 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 75360 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 164947 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 156445 members 
Mstep: Class 11 contains 156012 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 198086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724816.000000 Penalty: 50819.464844
Iteration 73Q: 16 clusters Score -1.057248e+08 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 88194 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 75520 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 166081 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 156302 members 
Mstep: Class 11 contains 155696 members 
Mstep: Class 12 contains 5853 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724512.000000 Penalty: 50819.464844
Iteration 74Q: 16 clusters Score -1.057245e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 87488 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 75698 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 167067 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 156252 members 
Mstep: Class 11 contains 155433 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724424.000000 Penalty: 50819.464844
Iteration 75Q: 16 clusters Score -1.057244e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 86752 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 75854 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 167969 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 156249 members 
Mstep: Class 11 contains 155275 members 
Mstep: Class 12 contains 5936 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724224.000000 Penalty: 50819.464844
Iteration 76Q: 16 clusters Score -1.057242e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 86047 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 75991 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 168655 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 156369 members 
Mstep: Class 11 contains 155189 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724424.000000 Penalty: 50819.464844
Iteration 77Q: 16 clusters Score -1.057244e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 85408 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 76093 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 169145 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 156516 members 
Mstep: Class 11 contains 155197 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724480.000000 Penalty: 50819.464844
Iteration 78Q: 16 clusters Score -1.057245e+08 nChanged 2711
Entering ConstructFrom: 
Score: -105724480.000000 Penalty: 50819.464844
Entering ConstructFrom: 
Trying to split cluster 1 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -147602.750000 Penalty: 1764.664307
	Iteration 0F: 2 clusters Score -147602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145483.718750 Penalty: 3529.328613
	Iteration 0F: 3 clusters Score -145483.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145847.515625 Penalty: 3529.328613
	Iteration 1F: 3 clusters Score -145847.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146003.390625 Penalty: 3529.328613
	Iteration 2F: 3 clusters Score -146003.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -146156.921875 Penalty: 3529.328613
	Iteration 3F: 3 clusters Score -146156.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -146243.000000 Penalty: 3529.328613
	Iteration 4Q: 3 clusters Score -146243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146291.000000 Penalty: 3529.328613
	Iteration 5Q: 3 clusters Score -146291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -146320.421875 Penalty: 3529.328613
	Iteration 6Q: 3 clusters Score -146320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146348.156250 Penalty: 3529.328613
	Iteration 7Q: 3 clusters Score -146348.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -146373.640625 Penalty: 3529.328613
	Iteration 8Q: 3 clusters Score -146373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -146390.468750 Penalty: 3529.328613
	Iteration 9Q: 3 clusters Score -146390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -146404.171875 Penalty: 3529.328613
	Iteration 10Q: 3 clusters Score -146404.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -146419.312500 Penalty: 3529.328613
	Iteration 11Q: 3 clusters Score -146419.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -146430.546875 Penalty: 3529.328613
	Iteration 12Q: 3 clusters Score -146430.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -146442.968750 Penalty: 3529.328613
	Iteration 13Q: 3 clusters Score -146443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -146453.750000 Penalty: 3529.328613
	Iteration 14Q: 3 clusters Score -146453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -146460.906250 Penalty: 3529.328613
	Iteration 15Q: 3 clusters Score -146460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -146465.859375 Penalty: 3529.328613
	Iteration 16Q: 3 clusters Score -146465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -146468.125000 Penalty: 3529.328613
	Iteration 17Q: 3 clusters Score -146468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -146471.890625 Penalty: 3529.328613
	Iteration 18Q: 3 clusters Score -146471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -146473.046875 Penalty: 3529.328613
	Iteration 19Q: 3 clusters Score -146473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -146474.625000 Penalty: 3529.328613
	Iteration 20F: 3 clusters Score -146474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -146475.468750 Penalty: 3529.328613
	Iteration 21Q: 3 clusters Score -146475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -146477.140625 Penalty: 3529.328613
	Iteration 22Q: 3 clusters Score -146477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146477.921875 Penalty: 3529.328613
	Iteration 23Q: 3 clusters Score -146477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -146480.015625 Penalty: 3529.328613
	Iteration 24Q: 3 clusters Score -146480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -146481.468750 Penalty: 3529.328613
	Iteration 25Q: 3 clusters Score -146481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -146484.296875 Penalty: 3529.328613
	Iteration 26Q: 3 clusters Score -146484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -146485.562500 Penalty: 3529.328613
	Iteration 27Q: 3 clusters Score -146485.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -146489.562500 Penalty: 3529.328613
	Iteration 28Q: 3 clusters Score -146489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -146492.437500 Penalty: 3529.328613
	Iteration 29Q: 3 clusters Score -146492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146494.921875 Penalty: 3529.328613
	Iteration 30Q: 3 clusters Score -146494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -146496.046875 Penalty: 3529.328613
	Iteration 31Q: 3 clusters Score -146496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146497.359375 Penalty: 3529.328613
	Iteration 32Q: 3 clusters Score -146497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146497.359375 Penalty: 3529.328613
	Iteration 33F: 3 clusters Score -146497.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Entering Unmasked Estep 
Score: -10687480.000000 Penalty: 2814.328369
	Iteration 0F: 2 clusters Score -1.068748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -10630588.000000 Penalty: 5628.656738
	Iteration 0F: 3 clusters Score -1.063059e+07 nChanged 40000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -10653502.000000 Penalty: 5628.656738
	Iteration 1F: 3 clusters Score -1.06535e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -10654485.000000 Penalty: 5628.656738
	Iteration 2Q: 3 clusters Score -1.065448e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -10655684.000000 Penalty: 5628.656738
	Iteration 3Q: 3 clusters Score -1.065568e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -10657520.000000 Penalty: 5628.656738
	Iteration 4Q: 3 clusters Score -1.065752e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -10660706.000000 Penalty: 5628.656738
	Iteration 5F: 3 clusters Score -1.066071e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -10665605.000000 Penalty: 5628.656738
	Iteration 6F: 3 clusters Score -1.06656e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -10671407.000000 Penalty: 5628.656738
	Iteration 7F: 3 clusters Score -1.067141e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -10676865.000000 Penalty: 5628.656738
	Iteration 8F: 3 clusters Score -1.067686e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -10680551.000000 Penalty: 5628.656738
	Iteration 9Q: 3 clusters Score -1.068055e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -10682384.000000 Penalty: 5628.656738
	Iteration 10Q: 3 clusters Score -1.068238e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -10683260.000000 Penalty: 5628.656738
	Iteration 11Q: 3 clusters Score -1.068326e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -10683784.000000 Penalty: 5628.656738
	Iteration 12Q: 3 clusters Score -1.068378e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -10684206.000000 Penalty: 5628.656738
	Iteration 13Q: 3 clusters Score -1.068421e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -10684484.000000 Penalty: 5628.656738
	Iteration 14Q: 3 clusters Score -1.068448e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -10684644.000000 Penalty: 5628.656738
	Iteration 15Q: 3 clusters Score -1.068464e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -10684787.000000 Penalty: 5628.656738
	Iteration 16Q: 3 clusters Score -1.068479e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -10684978.000000 Penalty: 5628.656738
	Iteration 17Q: 3 clusters Score -1.068498e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -10685091.000000 Penalty: 5628.656738
	Iteration 18Q: 3 clusters Score -1.068509e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -10685155.000000 Penalty: 5628.656738
	Iteration 19Q: 3 clusters Score -1.068516e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -10685232.000000 Penalty: 5628.656738
	Iteration 20F: 3 clusters Score -1.068523e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -10685308.000000 Penalty: 5628.656738
	Iteration 21Q: 3 clusters Score -1.068531e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -10685373.000000 Penalty: 5628.656738
	Iteration 22Q: 3 clusters Score -1.068537e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -10685427.000000 Penalty: 5628.656738
	Iteration 23Q: 3 clusters Score -1.068543e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10685459.000000 Penalty: 5628.656738
	Iteration 24Q: 3 clusters Score -1.068546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -10685470.000000 Penalty: 5628.656738
	Iteration 25Q: 3 clusters Score -1.068547e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -10685507.000000 Penalty: 5628.656738
	Iteration 26Q: 3 clusters Score -1.068551e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -10685547.000000 Penalty: 5628.656738
	Iteration 27Q: 3 clusters Score -1.068555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -10685553.000000 Penalty: 5628.656738
	Iteration 28Q: 3 clusters Score -1.068555e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -10685574.000000 Penalty: 5628.656738
	Iteration 29Q: 3 clusters Score -1.068557e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -10685571.000000 Penalty: 5628.656738
	Iteration 30Q: 3 clusters Score -1.068557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -10685568.000000 Penalty: 5628.656738
	Iteration 31Q: 3 clusters Score -1.068557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -10685583.000000 Penalty: 5628.656738
	Iteration 32Q: 3 clusters Score -1.068558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -10685595.000000 Penalty: 5628.656738
	Iteration 33Q: 3 clusters Score -1.06856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -10685599.000000 Penalty: 5628.656738
	Iteration 34Q: 3 clusters Score -1.06856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -10685612.000000 Penalty: 5628.656738
	Iteration 35Q: 3 clusters Score -1.068561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -10685622.000000 Penalty: 5628.656738
	Iteration 36Q: 3 clusters Score -1.068562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -10685623.000000 Penalty: 5628.656738
	Iteration 37Q: 3 clusters Score -1.068562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -10685625.000000 Penalty: 5628.656738
	Iteration 38Q: 3 clusters Score -1.068562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -10685658.000000 Penalty: 5628.656738
	Iteration 39Q: 3 clusters Score -1.068566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10685656.000000 Penalty: 5628.656738
	Iteration 40F: 3 clusters Score -1.068566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -10685651.000000 Penalty: 5628.656738
	Iteration 41Q: 3 clusters Score -1.068565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10685666.000000 Penalty: 5628.656738
	Iteration 42Q: 3 clusters Score -1.068567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -10685657.000000 Penalty: 5628.656738
	Iteration 43Q: 3 clusters Score -1.068566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -10685665.000000 Penalty: 5628.656738
	Iteration 44Q: 3 clusters Score -1.068566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -10685664.000000 Penalty: 5628.656738
	Iteration 45Q: 3 clusters Score -1.068566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -10685681.000000 Penalty: 5628.656738
	Iteration 46Q: 3 clusters Score -1.068568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -10685672.000000 Penalty: 5628.656738
	Iteration 47Q: 3 clusters Score -1.068567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -10685680.000000 Penalty: 5628.656738
	Iteration 48Q: 3 clusters Score -1.068568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -10685686.000000 Penalty: 5628.656738
	Iteration 49Q: 3 clusters Score -1.068569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -10685676.000000 Penalty: 5628.656738
	Iteration 50Q: 3 clusters Score -1.068568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -10685680.000000 Penalty: 5628.656738
	Iteration 51Q: 3 clusters Score -1.068568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -10685680.000000 Penalty: 5628.656738
	Iteration 52Q: 3 clusters Score -1.068568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -10685667.000000 Penalty: 5628.656738
	Iteration 53Q: 3 clusters Score -1.068567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -10685673.000000 Penalty: 5628.656738
	Iteration 54Q: 3 clusters Score -1.068567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -10685676.000000 Penalty: 5628.656738
	Iteration 55Q: 3 clusters Score -1.068568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -10685671.000000 Penalty: 5628.656738
	Iteration 56Q: 3 clusters Score -1.068567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -10685674.000000 Penalty: 5628.656738
	Iteration 57Q: 3 clusters Score -1.068567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -10685662.000000 Penalty: 5628.656738
	Iteration 58Q: 3 clusters Score -1.068566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -10685672.000000 Penalty: 5628.656738
	Iteration 59Q: 3 clusters Score -1.068567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -10685662.000000 Penalty: 5628.656738
	Iteration 60F: 3 clusters Score -1.068566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -10685663.000000 Penalty: 5628.656738
	Iteration 61Q: 3 clusters Score -1.068566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -10685667.000000 Penalty: 5628.656738
	Iteration 62Q: 3 clusters Score -1.068567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 82280 members 
Entering Unmasked Estep 
Score: -10685678.000000 Penalty: 5628.656738
	Iteration 63Q: 3 clusters Score -1.068568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -10685670.000000 Penalty: 5628.656738
	Iteration 64Q: 3 clusters Score -1.068567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -10685693.000000 Penalty: 5628.656738
	Iteration 65Q: 3 clusters Score -1.068569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -10685695.000000 Penalty: 5628.656738
	Iteration 66Q: 3 clusters Score -1.06857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -10685707.000000 Penalty: 5628.656738
	Iteration 67Q: 3 clusters Score -1.068571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -10685713.000000 Penalty: 5628.656738
	Iteration 68Q: 3 clusters Score -1.068571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -10685708.000000 Penalty: 5628.656738
	Iteration 69Q: 3 clusters Score -1.068571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -10685713.000000 Penalty: 5628.656738
	Iteration 70Q: 3 clusters Score -1.068571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -10685711.000000 Penalty: 5628.656738
	Iteration 71Q: 3 clusters Score -1.068571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -10685732.000000 Penalty: 5628.656738
	Iteration 72Q: 3 clusters Score -1.068573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -10685725.000000 Penalty: 5628.656738
	Iteration 73Q: 3 clusters Score -1.068572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -10685721.000000 Penalty: 5628.656738
	Iteration 74Q: 3 clusters Score -1.068572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -10685715.000000 Penalty: 5628.656738
	Iteration 75Q: 3 clusters Score -1.068572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -10685711.000000 Penalty: 5628.656738
	Iteration 76Q: 3 clusters Score -1.068571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -10685711.000000 Penalty: 5628.656738
	Iteration 77F: 3 clusters Score -1.068571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -200648.218750 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -200648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -198328.515625 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -198328.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198848.015625 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -198848 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -199022.843750 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -199022.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -199094.359375 Penalty: 3702.112549
	Iteration 3Q: 3 clusters Score -199094.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -199146.312500 Penalty: 3702.112549
	Iteration 4Q: 3 clusters Score -199146.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199180.812500 Penalty: 3702.112549
	Iteration 5Q: 3 clusters Score -199180.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199209.875000 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -199209.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -199233.203125 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -199233.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -199256.765625 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -199256.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -199277.078125 Penalty: 3702.112549
	Iteration 9Q: 3 clusters Score -199277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199311.031250 Penalty: 3702.112549
	Iteration 10Q: 3 clusters Score -199311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199361.890625 Penalty: 3702.112549
	Iteration 11Q: 3 clusters Score -199361.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199422.093750 Penalty: 3702.112549
	Iteration 12Q: 3 clusters Score -199422.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -199477.609375 Penalty: 3702.112549
	Iteration 13Q: 3 clusters Score -199477.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199531.906250 Penalty: 3702.112549
	Iteration 14Q: 3 clusters Score -199531.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -199576.687500 Penalty: 3702.112549
	Iteration 15Q: 3 clusters Score -199576.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -199603.562500 Penalty: 3702.112549
	Iteration 16Q: 3 clusters Score -199603.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199630.031250 Penalty: 3702.112549
	Iteration 17Q: 3 clusters Score -199630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -199649.703125 Penalty: 3702.112549
	Iteration 18Q: 3 clusters Score -199649.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -199673.328125 Penalty: 3702.112549
	Iteration 19Q: 3 clusters Score -199673.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -199693.156250 Penalty: 3702.112549
	Iteration 20F: 3 clusters Score -199693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -199715.312500 Penalty: 3702.112549
	Iteration 21Q: 3 clusters Score -199715.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -199737.500000 Penalty: 3702.112549
	Iteration 22Q: 3 clusters Score -199737.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199762.484375 Penalty: 3702.112549
	Iteration 23Q: 3 clusters Score -199762.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199787.859375 Penalty: 3702.112549
	Iteration 24Q: 3 clusters Score -199787.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199819.062500 Penalty: 3702.112549
	Iteration 25Q: 3 clusters Score -199819.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199845.640625 Penalty: 3702.112549
	Iteration 26Q: 3 clusters Score -199845.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -199871.765625 Penalty: 3702.112549
	Iteration 27Q: 3 clusters Score -199871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -199899.281250 Penalty: 3702.112549
	Iteration 28Q: 3 clusters Score -199899.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -199934.421875 Penalty: 3702.112549
	Iteration 29Q: 3 clusters Score -199934.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -199970.109375 Penalty: 3702.112549
	Iteration 30Q: 3 clusters Score -199970.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -200004.046875 Penalty: 3702.112549
	Iteration 31Q: 3 clusters Score -200004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -200031.312500 Penalty: 3702.112549
	Iteration 32Q: 3 clusters Score -200031.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -200045.453125 Penalty: 3702.112549
	Iteration 33Q: 3 clusters Score -200045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -200058.046875 Penalty: 3702.112549
	Iteration 34Q: 3 clusters Score -200058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -200067.562500 Penalty: 3702.112549
	Iteration 35Q: 3 clusters Score -200067.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -200077.562500 Penalty: 3702.112549
	Iteration 36Q: 3 clusters Score -200077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -200086.718750 Penalty: 3702.112549
	Iteration 37Q: 3 clusters Score -200086.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -200096.390625 Penalty: 3702.112549
	Iteration 38Q: 3 clusters Score -200096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -200105.015625 Penalty: 3702.112549
	Iteration 39Q: 3 clusters Score -200105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -200114.656250 Penalty: 3702.112549
	Iteration 40F: 3 clusters Score -200114.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -200123.265625 Penalty: 3702.112549
	Iteration 41Q: 3 clusters Score -200123.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -200130.625000 Penalty: 3702.112549
	Iteration 42Q: 3 clusters Score -200130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -200133.734375 Penalty: 3702.112549
	Iteration 43Q: 3 clusters Score -200133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -200136.484375 Penalty: 3702.112549
	Iteration 44Q: 3 clusters Score -200136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -200138.750000 Penalty: 3702.112549
	Iteration 45Q: 3 clusters Score -200138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -200139.234375 Penalty: 3702.112549
	Iteration 46Q: 3 clusters Score -200139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -200141.281250 Penalty: 3702.112549
	Iteration 47Q: 3 clusters Score -200141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -200143.109375 Penalty: 3702.112549
	Iteration 48Q: 3 clusters Score -200143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -200144.796875 Penalty: 3702.112549
	Iteration 49Q: 3 clusters Score -200144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -200146.406250 Penalty: 3702.112549
	Iteration 50Q: 3 clusters Score -200146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -200148.687500 Penalty: 3702.112549
	Iteration 51Q: 3 clusters Score -200148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -200149.484375 Penalty: 3702.112549
	Iteration 52Q: 3 clusters Score -200149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -200149.484375 Penalty: 3702.112549
	Iteration 53F: 3 clusters Score -200149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -193057.515625 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -193057.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -190766.093750 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -190766.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -191138.218750 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -191138.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -191235.968750 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -191236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -191272.593750 Penalty: 3649.031494
	Iteration 3Q: 3 clusters Score -191272.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -191293.906250 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -191293.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191318.890625 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -191318.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -191337.140625 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -191337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191344.984375 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -191345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -191348.640625 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -191348.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191358.906250 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -191358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191370.312500 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -191370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -191371.609375 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -191371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191371.812500 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -191371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191371.812500 Penalty: 3649.031494
	Iteration 13F: 3 clusters Score -191371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Entering Unmasked Estep 
Score: -9287399.000000 Penalty: 2787.803467
	Iteration 0F: 2 clusters Score -9287399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -9236293.000000 Penalty: 5575.606934
	Iteration 0F: 3 clusters Score -9236293 nChanged 35802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -9256335.000000 Penalty: 5575.606934
	Iteration 1F: 3 clusters Score -9256335 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -9257043.000000 Penalty: 5575.606934
	Iteration 2Q: 3 clusters Score -9257043 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -9257966.000000 Penalty: 5575.606934
	Iteration 3Q: 3 clusters Score -9257966 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -9259357.000000 Penalty: 5575.606934
	Iteration 4Q: 3 clusters Score -9259357 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -9261963.000000 Penalty: 5575.606934
	Iteration 5F: 3 clusters Score -9261963 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -9266679.000000 Penalty: 5575.606934
	Iteration 6F: 3 clusters Score -9266679 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -9273356.000000 Penalty: 5575.606934
	Iteration 7F: 3 clusters Score -9273356 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -9279664.000000 Penalty: 5575.606934
	Iteration 8F: 3 clusters Score -9279664 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -9283265.000000 Penalty: 5575.606934
	Iteration 9Q: 3 clusters Score -9283265 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -9284461.000000 Penalty: 5575.606934
	Iteration 10Q: 3 clusters Score -9284461 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -9284767.000000 Penalty: 5575.606934
	Iteration 11Q: 3 clusters Score -9284767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -9284884.000000 Penalty: 5575.606934
	Iteration 12Q: 3 clusters Score -9284884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -9284917.000000 Penalty: 5575.606934
	Iteration 13Q: 3 clusters Score -9284917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -9284943.000000 Penalty: 5575.606934
	Iteration 14Q: 3 clusters Score -9284943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -9284954.000000 Penalty: 5575.606934
	Iteration 15Q: 3 clusters Score -9284954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -9284968.000000 Penalty: 5575.606934
	Iteration 16Q: 3 clusters Score -9284968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -9284976.000000 Penalty: 5575.606934
	Iteration 17Q: 3 clusters Score -9284976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -9284986.000000 Penalty: 5575.606934
	Iteration 18Q: 3 clusters Score -9284986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -9285005.000000 Penalty: 5575.606934
	Iteration 19Q: 3 clusters Score -9285005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -9285005.000000 Penalty: 5575.606934
	Iteration 20F: 3 clusters Score -9285005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -9285006.000000 Penalty: 5575.606934
	Iteration 21Q: 3 clusters Score -9285006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -9285015.000000 Penalty: 5575.606934
	Iteration 22Q: 3 clusters Score -9285015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -9285011.000000 Penalty: 5575.606934
	Iteration 23Q: 3 clusters Score -9285011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -9285013.000000 Penalty: 5575.606934
	Iteration 24Q: 3 clusters Score -9285013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -9285013.000000 Penalty: 5575.606934
	Iteration 25F: 3 clusters Score -9285013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -87728.179688 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -87728.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86228.781250 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -86228.78 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87152.078125 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -87152.08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87621.421875 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -87621.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87969.687500 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -87969.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -88083.500000 Penalty: 3386.503906
	Iteration 4Q: 3 clusters Score -88083.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88438.109375 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -88438.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88831.031250 Penalty: 3386.503906
	Iteration 6F: 3 clusters Score -88831.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89504.476562 Penalty: 3386.503906
	Iteration 7F: 3 clusters Score -89504.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90171.562500 Penalty: 3386.503906
	Iteration 8F: 3 clusters Score -90171.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90836.492188 Penalty: 3386.503906
	Iteration 9F: 3 clusters Score -90836.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91376.007812 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -91376.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91560.140625 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -91560.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91721.773438 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -91721.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92028.273438 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -92028.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92031.687500 Penalty: 3386.503906
	Iteration 14Q: 3 clusters Score -92031.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -92038.375000 Penalty: 3386.503906
	Iteration 15Q: 3 clusters Score -92038.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92040.523438 Penalty: 3386.503906
	Iteration 16Q: 3 clusters Score -92040.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92040.523438 Penalty: 3386.503906
	Iteration 17F: 3 clusters Score -92040.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 84804 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 76202 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 169458 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 156711 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 155205 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197121 members 
Entering Unmasked Estep 
Score: -105726712.000000 Penalty: 54207.429688
Splitting cluster 6 changes total score from -105724480.000000 to -105726712.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (169458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169458 members 
Entering Unmasked Estep 
Score: -21270058.000000 Penalty: 2986.009277
	Iteration 0F: 2 clusters Score -2.127006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -21160928.000000 Penalty: 5972.018555
	Iteration 0F: 3 clusters Score -2.116093e+07 nChanged 81265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -21207516.000000 Penalty: 5972.018555
	Iteration 1F: 3 clusters Score -2.120752e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -21208620.000000 Penalty: 5972.018555
	Iteration 2Q: 3 clusters Score -2.120862e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -21209678.000000 Penalty: 5972.018555
	Iteration 3Q: 3 clusters Score -2.120968e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -21211094.000000 Penalty: 5972.018555
	Iteration 4Q: 3 clusters Score -2.121109e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -21213250.000000 Penalty: 5972.018555
	Iteration 5Q: 3 clusters Score -2.121325e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -21216296.000000 Penalty: 5972.018555
	Iteration 6Q: 3 clusters Score -2.12163e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -21220912.000000 Penalty: 5972.018555
	Iteration 7Q: 3 clusters Score -2.122091e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -21227956.000000 Penalty: 5972.018555
	Iteration 8F: 3 clusters Score -2.122796e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -21237374.000000 Penalty: 5972.018555
	Iteration 9F: 3 clusters Score -2.123737e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -21245456.000000 Penalty: 5972.018555
	Iteration 10F: 3 clusters Score -2.124546e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -21249778.000000 Penalty: 5972.018555
	Iteration 11Q: 3 clusters Score -2.124978e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -21251578.000000 Penalty: 5972.018555
	Iteration 12Q: 3 clusters Score -2.125158e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -21252746.000000 Penalty: 5972.018555
	Iteration 13Q: 3 clusters Score -2.125275e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -21253858.000000 Penalty: 5972.018555
	Iteration 14Q: 3 clusters Score -2.125386e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 106363 members 
Entering Unmasked Estep 
Score: -21254794.000000 Penalty: 5972.018555
	Iteration 15Q: 3 clusters Score -2.125479e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -21255832.000000 Penalty: 5972.018555
	Iteration 16Q: 3 clusters Score -2.125583e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -21256806.000000 Penalty: 5972.018555
	Iteration 17Q: 3 clusters Score -2.125681e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -21257602.000000 Penalty: 5972.018555
	Iteration 18Q: 3 clusters Score -2.12576e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -21258088.000000 Penalty: 5972.018555
	Iteration 19Q: 3 clusters Score -2.125809e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 112380 members 
Entering Unmasked Estep 
Score: -21258440.000000 Penalty: 5972.018555
	Iteration 20F: 3 clusters Score -2.125844e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -21258956.000000 Penalty: 5972.018555
	Iteration 21Q: 3 clusters Score -2.125896e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -21259134.000000 Penalty: 5972.018555
	Iteration 22Q: 3 clusters Score -2.125913e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -21259246.000000 Penalty: 5972.018555
	Iteration 23Q: 3 clusters Score -2.125925e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 116183 members 
Entering Unmasked Estep 
Score: -21259468.000000 Penalty: 5972.018555
	Iteration 24Q: 3 clusters Score -2.125947e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 117119 members 
Entering Unmasked Estep 
Score: -21259584.000000 Penalty: 5972.018555
	Iteration 25Q: 3 clusters Score -2.125958e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -21259742.000000 Penalty: 5972.018555
	Iteration 26Q: 3 clusters Score -2.125974e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -21259936.000000 Penalty: 5972.018555
	Iteration 27Q: 3 clusters Score -2.125994e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -21259982.000000 Penalty: 5972.018555
	Iteration 28Q: 3 clusters Score -2.125998e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -21260140.000000 Penalty: 5972.018555
	Iteration 29Q: 3 clusters Score -2.126014e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -21260276.000000 Penalty: 5972.018555
	Iteration 30Q: 3 clusters Score -2.126028e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -21260382.000000 Penalty: 5972.018555
	Iteration 31Q: 3 clusters Score -2.126038e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -21260580.000000 Penalty: 5972.018555
	Iteration 32Q: 3 clusters Score -2.126058e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -21260784.000000 Penalty: 5972.018555
	Iteration 33Q: 3 clusters Score -2.126078e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -21261104.000000 Penalty: 5972.018555
	Iteration 34Q: 3 clusters Score -2.12611e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -21261276.000000 Penalty: 5972.018555
	Iteration 35Q: 3 clusters Score -2.126128e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 129361 members 
Entering Unmasked Estep 
Score: -21261602.000000 Penalty: 5972.018555
	Iteration 36Q: 3 clusters Score -2.12616e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 130700 members 
Entering Unmasked Estep 
Score: -21261854.000000 Penalty: 5972.018555
	Iteration 37Q: 3 clusters Score -2.126185e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 132163 members 
Entering Unmasked Estep 
Score: -21262198.000000 Penalty: 5972.018555
	Iteration 38Q: 3 clusters Score -2.12622e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 133671 members 
Entering Unmasked Estep 
Score: -21262398.000000 Penalty: 5972.018555
	Iteration 39Q: 3 clusters Score -2.12624e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 135248 members 
Entering Unmasked Estep 
Score: -21262774.000000 Penalty: 5972.018555
	Iteration 40F: 3 clusters Score -2.126277e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 136866 members 
Entering Unmasked Estep 
Score: -21263266.000000 Penalty: 5972.018555
	Iteration 41Q: 3 clusters Score -2.126327e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 138493 members 
Entering Unmasked Estep 
Score: -21263620.000000 Penalty: 5972.018555
	Iteration 42Q: 3 clusters Score -2.126362e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 140108 members 
Entering Unmasked Estep 
Score: -21264034.000000 Penalty: 5972.018555
	Iteration 43Q: 3 clusters Score -2.126403e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -21264314.000000 Penalty: 5972.018555
	Iteration 44Q: 3 clusters Score -2.126431e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 143506 members 
Entering Unmasked Estep 
Score: -21264614.000000 Penalty: 5972.018555
	Iteration 45Q: 3 clusters Score -2.126461e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -21265086.000000 Penalty: 5972.018555
	Iteration 46Q: 3 clusters Score -2.126509e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 146778 members 
Entering Unmasked Estep 
Score: -21265522.000000 Penalty: 5972.018555
	Iteration 47Q: 3 clusters Score -2.126552e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 148349 members 
Entering Unmasked Estep 
Score: -21265914.000000 Penalty: 5972.018555
	Iteration 48Q: 3 clusters Score -2.126591e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -21266220.000000 Penalty: 5972.018555
	Iteration 49Q: 3 clusters Score -2.126622e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -21266456.000000 Penalty: 5972.018555
	Iteration 50Q: 3 clusters Score -2.126646e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 152595 members 
Entering Unmasked Estep 
Score: -21266798.000000 Penalty: 5972.018555
	Iteration 51Q: 3 clusters Score -2.12668e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -21267120.000000 Penalty: 5972.018555
	Iteration 52Q: 3 clusters Score -2.126712e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -21267428.000000 Penalty: 5972.018555
	Iteration 53Q: 3 clusters Score -2.126743e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 156222 members 
Entering Unmasked Estep 
Score: -21267680.000000 Penalty: 5972.018555
	Iteration 54Q: 3 clusters Score -2.126768e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -21267896.000000 Penalty: 5972.018555
	Iteration 55Q: 3 clusters Score -2.12679e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -21267952.000000 Penalty: 5972.018555
	Iteration 56Q: 3 clusters Score -2.126795e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -21268118.000000 Penalty: 5972.018555
	Iteration 57Q: 3 clusters Score -2.126812e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -21268258.000000 Penalty: 5972.018555
	Iteration 58Q: 3 clusters Score -2.126826e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -21268310.000000 Penalty: 5972.018555
	Iteration 59Q: 3 clusters Score -2.126831e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -21268356.000000 Penalty: 5972.018555
	Iteration 60F: 3 clusters Score -2.126836e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 161864 members 
Entering Unmasked Estep 
Score: -21268474.000000 Penalty: 5972.018555
	Iteration 61Q: 3 clusters Score -2.126847e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 162331 members 
Entering Unmasked Estep 
Score: -21268474.000000 Penalty: 5972.018555
	Iteration 62Q: 3 clusters Score -2.126847e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 162741 members 
Entering Unmasked Estep 
Score: -21268498.000000 Penalty: 5972.018555
	Iteration 63Q: 3 clusters Score -2.12685e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -21268562.000000 Penalty: 5972.018555
	Iteration 64Q: 3 clusters Score -2.126856e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -21268554.000000 Penalty: 5972.018555
	Iteration 65Q: 3 clusters Score -2.126855e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -21268506.000000 Penalty: 5972.018555
	Iteration 66Q: 3 clusters Score -2.126851e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -21268536.000000 Penalty: 5972.018555
	Iteration 67Q: 3 clusters Score -2.126854e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -21268584.000000 Penalty: 5972.018555
	Iteration 68Q: 3 clusters Score -2.126858e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -21268606.000000 Penalty: 5972.018555
	Iteration 69Q: 3 clusters Score -2.126861e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -21268662.000000 Penalty: 5972.018555
	Iteration 70Q: 3 clusters Score -2.126866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 164930 members 
Entering Unmasked Estep 
Score: -21268660.000000 Penalty: 5972.018555
	Iteration 71Q: 3 clusters Score -2.126866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -21268642.000000 Penalty: 5972.018555
	Iteration 72Q: 3 clusters Score -2.126864e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -21268676.000000 Penalty: 5972.018555
	Iteration 73Q: 3 clusters Score -2.126868e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -21268678.000000 Penalty: 5972.018555
	Iteration 74Q: 3 clusters Score -2.126868e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 165600 members 
Entering Unmasked Estep 
Score: -21268622.000000 Penalty: 5972.018555
	Iteration 75Q: 3 clusters Score -2.126862e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -21268600.000000 Penalty: 5972.018555
	Iteration 76Q: 3 clusters Score -2.12686e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -21268658.000000 Penalty: 5972.018555
	Iteration 77Q: 3 clusters Score -2.126866e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 165951 members 
Entering Unmasked Estep 
Score: -21268648.000000 Penalty: 5972.018555
	Iteration 78Q: 3 clusters Score -2.126865e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -21268644.000000 Penalty: 5972.018555
	Iteration 79Q: 3 clusters Score -2.126864e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -21268636.000000 Penalty: 5972.018555
	Iteration 80F: 3 clusters Score -2.126864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 166211 members 
Entering Unmasked Estep 
Score: -21268618.000000 Penalty: 5972.018555
	Iteration 81Q: 3 clusters Score -2.126862e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -21268646.000000 Penalty: 5972.018555
	Iteration 82Q: 3 clusters Score -2.126865e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -21268638.000000 Penalty: 5972.018555
	Iteration 83Q: 3 clusters Score -2.126864e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -21268624.000000 Penalty: 5972.018555
	Iteration 84Q: 3 clusters Score -2.126862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 166504 members 
Entering Unmasked Estep 
Score: -21268624.000000 Penalty: 5972.018555
	Iteration 85Q: 3 clusters Score -2.126862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 166560 members 
Entering Unmasked Estep 
Score: -21268616.000000 Penalty: 5972.018555
	Iteration 86Q: 3 clusters Score -2.126862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 166605 members 
Entering Unmasked Estep 
Score: -21268622.000000 Penalty: 5972.018555
	Iteration 87Q: 3 clusters Score -2.126862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -21268620.000000 Penalty: 5972.018555
	Iteration 88Q: 3 clusters Score -2.126862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -21268620.000000 Penalty: 5972.018555
	Iteration 89Q: 3 clusters Score -2.126862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 166723 members 
Entering Unmasked Estep 
Score: -21268624.000000 Penalty: 5972.018555
	Iteration 90Q: 3 clusters Score -2.126862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -21268648.000000 Penalty: 5972.018555
	Iteration 91Q: 3 clusters Score -2.126865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -21268656.000000 Penalty: 5972.018555
	Iteration 92Q: 3 clusters Score -2.126866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -21268630.000000 Penalty: 5972.018555
	Iteration 93Q: 3 clusters Score -2.126863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -21268640.000000 Penalty: 5972.018555
	Iteration 94Q: 3 clusters Score -2.126864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -21268640.000000 Penalty: 5972.018555
	Iteration 95Q: 3 clusters Score -2.126864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 166781 members 
Entering Unmasked Estep 
Score: -21268630.000000 Penalty: 5972.018555
	Iteration 96Q: 3 clusters Score -2.126863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -21268624.000000 Penalty: 5972.018555
	Iteration 97Q: 3 clusters Score -2.126862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -21268622.000000 Penalty: 5972.018555
	Iteration 98Q: 3 clusters Score -2.126862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 166791 members 
Entering Unmasked Estep 
Score: -21268630.000000 Penalty: 5972.018555
	Iteration 99Q: 3 clusters Score -2.126863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 166791 members 
Entering Unmasked Estep 
Score: -21268630.000000 Penalty: 5972.018555
	Iteration 100F: 3 clusters Score -2.126863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -193187.781250 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -193187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -190793.859375 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -190793.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -191323.265625 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -191323.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -191619.937500 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -191619.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -191941.796875 Penalty: 3671.615967
	Iteration 3F: 3 clusters Score -191941.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -192303.015625 Penalty: 3671.615967
	Iteration 4F: 3 clusters Score -192303 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -192617.828125 Penalty: 3671.615967
	Iteration 5F: 3 clusters Score -192617.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -192847.609375 Penalty: 3671.615967
	Iteration 6F: 3 clusters Score -192847.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -192928.921875 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -192928.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192950.046875 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -192950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192953.765625 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -192953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -192956.890625 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -192956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -192956.890625 Penalty: 3671.615967
	Iteration 11F: 3 clusters Score -192956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156711 members 
Entering Unmasked Estep 
Score: -19735950.000000 Penalty: 2966.615234
	Iteration 0F: 2 clusters Score -1.973595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -19633614.000000 Penalty: 5933.230469
	Iteration 0F: 3 clusters Score -1.963361e+07 nChanged 75121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -19677278.000000 Penalty: 5933.230469
	Iteration 1F: 3 clusters Score -1.967728e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -19678486.000000 Penalty: 5933.230469
	Iteration 2Q: 3 clusters Score -1.967849e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -19680028.000000 Penalty: 5933.230469
	Iteration 3Q: 3 clusters Score -1.968003e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -19682560.000000 Penalty: 5933.230469
	Iteration 4Q: 3 clusters Score -1.968256e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -19686798.000000 Penalty: 5933.230469
	Iteration 5F: 3 clusters Score -1.96868e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -19694506.000000 Penalty: 5933.230469
	Iteration 6F: 3 clusters Score -1.969451e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121900 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -19705308.000000 Penalty: 5933.230469
	Iteration 7F: 3 clusters Score -1.970531e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134012 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -19717072.000000 Penalty: 5933.230469
	Iteration 8F: 3 clusters Score -1.971707e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142870 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -19725944.000000 Penalty: 5933.230469
	Iteration 9F: 3 clusters Score -1.972594e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -19730858.000000 Penalty: 5933.230469
	Iteration 10Q: 3 clusters Score -1.973086e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -19732898.000000 Penalty: 5933.230469
	Iteration 11Q: 3 clusters Score -1.97329e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -19733872.000000 Penalty: 5933.230469
	Iteration 12Q: 3 clusters Score -1.973387e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -19734416.000000 Penalty: 5933.230469
	Iteration 13Q: 3 clusters Score -1.973442e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -19734616.000000 Penalty: 5933.230469
	Iteration 14Q: 3 clusters Score -1.973462e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -19734784.000000 Penalty: 5933.230469
	Iteration 15Q: 3 clusters Score -1.973478e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -19734868.000000 Penalty: 5933.230469
	Iteration 16Q: 3 clusters Score -1.973487e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -19734852.000000 Penalty: 5933.230469
	Iteration 17Q: 3 clusters Score -1.973485e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -19734866.000000 Penalty: 5933.230469
	Iteration 18Q: 3 clusters Score -1.973487e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -19734890.000000 Penalty: 5933.230469
	Iteration 19Q: 3 clusters Score -1.973489e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19734828.000000 Penalty: 5933.230469
	Iteration 20F: 3 clusters Score -1.973483e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154039 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19734876.000000 Penalty: 5933.230469
	Iteration 21Q: 3 clusters Score -1.973488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -19734888.000000 Penalty: 5933.230469
	Iteration 22Q: 3 clusters Score -1.973489e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -19734890.000000 Penalty: 5933.230469
	Iteration 23Q: 3 clusters Score -1.973489e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -19734902.000000 Penalty: 5933.230469
	Iteration 24Q: 3 clusters Score -1.97349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19734882.000000 Penalty: 5933.230469
	Iteration 25Q: 3 clusters Score -1.973488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -19734884.000000 Penalty: 5933.230469
	Iteration 26Q: 3 clusters Score -1.973488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19734908.000000 Penalty: 5933.230469
	Iteration 27Q: 3 clusters Score -1.973491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19734890.000000 Penalty: 5933.230469
	Iteration 28Q: 3 clusters Score -1.973489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -19734914.000000 Penalty: 5933.230469
	Iteration 29Q: 3 clusters Score -1.973491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19734914.000000 Penalty: 5933.230469
	Iteration 30Q: 3 clusters Score -1.973491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -19734912.000000 Penalty: 5933.230469
	Iteration 31Q: 3 clusters Score -1.973491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -19734904.000000 Penalty: 5933.230469
	Iteration 32Q: 3 clusters Score -1.97349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -19734904.000000 Penalty: 5933.230469
	Iteration 33Q: 3 clusters Score -1.97349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19734894.000000 Penalty: 5933.230469
	Iteration 34Q: 3 clusters Score -1.973489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154354 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19734900.000000 Penalty: 5933.230469
	Iteration 35Q: 3 clusters Score -1.97349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -19734898.000000 Penalty: 5933.230469
	Iteration 36Q: 3 clusters Score -1.97349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19734902.000000 Penalty: 5933.230469
	Iteration 37Q: 3 clusters Score -1.97349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -19734882.000000 Penalty: 5933.230469
	Iteration 38Q: 3 clusters Score -1.973488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -19734890.000000 Penalty: 5933.230469
	Iteration 39Q: 3 clusters Score -1.973489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -19734908.000000 Penalty: 5933.230469
	Iteration 40F: 3 clusters Score -1.973491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -19734900.000000 Penalty: 5933.230469
	Iteration 41Q: 3 clusters Score -1.97349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19734902.000000 Penalty: 5933.230469
	Iteration 42Q: 3 clusters Score -1.97349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19734898.000000 Penalty: 5933.230469
	Iteration 43Q: 3 clusters Score -1.97349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19734892.000000 Penalty: 5933.230469
	Iteration 44Q: 3 clusters Score -1.973489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19734890.000000 Penalty: 5933.230469
	Iteration 45Q: 3 clusters Score -1.973489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19734894.000000 Penalty: 5933.230469
	Iteration 46Q: 3 clusters Score -1.973489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -19734888.000000 Penalty: 5933.230469
	Iteration 47Q: 3 clusters Score -1.973489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154389 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -19734892.000000 Penalty: 5933.230469
	Iteration 48Q: 3 clusters Score -1.973489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -19734880.000000 Penalty: 5933.230469
	Iteration 49Q: 3 clusters Score -1.973488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19734874.000000 Penalty: 5933.230469
	Iteration 50Q: 3 clusters Score -1.973487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19734874.000000 Penalty: 5933.230469
	Iteration 51F: 3 clusters Score -1.973487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Entering Unmasked Estep 
Score: -19598084.000000 Penalty: 2964.220459
	Iteration 0F: 2 clusters Score -1.959808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -19496506.000000 Penalty: 5928.440918
	Iteration 0F: 3 clusters Score -1.949651e+07 nChanged 74204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -19540042.000000 Penalty: 5928.440918
	Iteration 1F: 3 clusters Score -1.954004e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -19542160.000000 Penalty: 5928.440918
	Iteration 2Q: 3 clusters Score -1.954216e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -19545702.000000 Penalty: 5928.440918
	Iteration 3F: 3 clusters Score -1.95457e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -19552408.000000 Penalty: 5928.440918
	Iteration 4F: 3 clusters Score -1.955241e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110853 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -19562840.000000 Penalty: 5928.440918
	Iteration 5F: 3 clusters Score -1.956284e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -19575314.000000 Penalty: 5928.440918
	Iteration 6F: 3 clusters Score -1.957531e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -19584708.000000 Penalty: 5928.440918
	Iteration 7F: 3 clusters Score -1.958471e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -19589934.000000 Penalty: 5928.440918
	Iteration 8Q: 3 clusters Score -1.958993e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -19592392.000000 Penalty: 5928.440918
	Iteration 9Q: 3 clusters Score -1.959239e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -19593520.000000 Penalty: 5928.440918
	Iteration 10Q: 3 clusters Score -1.959352e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -19594384.000000 Penalty: 5928.440918
	Iteration 11Q: 3 clusters Score -1.959438e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -19595124.000000 Penalty: 5928.440918
	Iteration 12Q: 3 clusters Score -1.959512e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145023 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -19595664.000000 Penalty: 5928.440918
	Iteration 13Q: 3 clusters Score -1.959566e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -19596080.000000 Penalty: 5928.440918
	Iteration 14Q: 3 clusters Score -1.959608e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -19596330.000000 Penalty: 5928.440918
	Iteration 15Q: 3 clusters Score -1.959633e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -19596590.000000 Penalty: 5928.440918
	Iteration 16Q: 3 clusters Score -1.959659e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148689 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -19596626.000000 Penalty: 5928.440918
	Iteration 17Q: 3 clusters Score -1.959663e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -19596664.000000 Penalty: 5928.440918
	Iteration 18Q: 3 clusters Score -1.959666e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -19596702.000000 Penalty: 5928.440918
	Iteration 19Q: 3 clusters Score -1.95967e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -19596752.000000 Penalty: 5928.440918
	Iteration 20F: 3 clusters Score -1.959675e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -19596716.000000 Penalty: 5928.440918
	Iteration 21Q: 3 clusters Score -1.959672e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -19596692.000000 Penalty: 5928.440918
	Iteration 22Q: 3 clusters Score -1.959669e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150919 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -19596700.000000 Penalty: 5928.440918
	Iteration 23Q: 3 clusters Score -1.95967e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19596734.000000 Penalty: 5928.440918
	Iteration 24Q: 3 clusters Score -1.959673e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -19596726.000000 Penalty: 5928.440918
	Iteration 25Q: 3 clusters Score -1.959673e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -19596668.000000 Penalty: 5928.440918
	Iteration 26Q: 3 clusters Score -1.959667e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -19596674.000000 Penalty: 5928.440918
	Iteration 27Q: 3 clusters Score -1.959667e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -19596624.000000 Penalty: 5928.440918
	Iteration 28Q: 3 clusters Score -1.959662e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -19596638.000000 Penalty: 5928.440918
	Iteration 29Q: 3 clusters Score -1.959664e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19596668.000000 Penalty: 5928.440918
	Iteration 30Q: 3 clusters Score -1.959667e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -19596644.000000 Penalty: 5928.440918
	Iteration 31Q: 3 clusters Score -1.959664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -19596660.000000 Penalty: 5928.440918
	Iteration 32Q: 3 clusters Score -1.959666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -19596640.000000 Penalty: 5928.440918
	Iteration 33Q: 3 clusters Score -1.959664e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19596622.000000 Penalty: 5928.440918
	Iteration 34Q: 3 clusters Score -1.959662e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -19596604.000000 Penalty: 5928.440918
	Iteration 35Q: 3 clusters Score -1.95966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19596602.000000 Penalty: 5928.440918
	Iteration 36Q: 3 clusters Score -1.95966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -19596586.000000 Penalty: 5928.440918
	Iteration 37Q: 3 clusters Score -1.959659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -19596608.000000 Penalty: 5928.440918
	Iteration 38Q: 3 clusters Score -1.959661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152448 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -19596588.000000 Penalty: 5928.440918
	Iteration 39Q: 3 clusters Score -1.959659e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19596594.000000 Penalty: 5928.440918
	Iteration 40F: 3 clusters Score -1.959659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -19596586.000000 Penalty: 5928.440918
	Iteration 41Q: 3 clusters Score -1.959659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152526 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19596576.000000 Penalty: 5928.440918
	Iteration 42Q: 3 clusters Score -1.959658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152541 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19596590.000000 Penalty: 5928.440918
	Iteration 43Q: 3 clusters Score -1.959659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19596594.000000 Penalty: 5928.440918
	Iteration 44Q: 3 clusters Score -1.959659e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19596596.000000 Penalty: 5928.440918
	Iteration 45Q: 3 clusters Score -1.95966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 46Q: 3 clusters Score -1.95966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 47Q: 3 clusters Score -1.95966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -19596626.000000 Penalty: 5928.440918
	Iteration 48Q: 3 clusters Score -1.959663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -19596614.000000 Penalty: 5928.440918
	Iteration 49Q: 3 clusters Score -1.959661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152650 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -19596608.000000 Penalty: 5928.440918
	Iteration 50Q: 3 clusters Score -1.959661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -19596604.000000 Penalty: 5928.440918
	Iteration 51Q: 3 clusters Score -1.95966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152660 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 52Q: 3 clusters Score -1.95966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 53Q: 3 clusters Score -1.95966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 54Q: 3 clusters Score -1.95966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 55Q: 3 clusters Score -1.95966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 56Q: 3 clusters Score -1.95966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19596606.000000 Penalty: 5928.440918
	Iteration 57Q: 3 clusters Score -1.959661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19596604.000000 Penalty: 5928.440918
	Iteration 58Q: 3 clusters Score -1.95966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -19596602.000000 Penalty: 5928.440918
	Iteration 59Q: 3 clusters Score -1.95966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -19596600.000000 Penalty: 5928.440918
	Iteration 60F: 3 clusters Score -1.95966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -19596596.000000 Penalty: 5928.440918
	Iteration 61Q: 3 clusters Score -1.95966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -19596596.000000 Penalty: 5928.440918
	Iteration 62F: 3 clusters Score -1.95966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -722165.750000 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -722165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -716937.250000 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -716937.2 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -718250.187500 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -718250.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -718487.875000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -718487.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -718701.687500 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -718701.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -718876.750000 Penalty: 4320.467285
	Iteration 4Q: 3 clusters Score -718876.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -719016.250000 Penalty: 4320.467285
	Iteration 5Q: 3 clusters Score -719016.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -719118.625000 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -719118.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -719216.750000 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -719216.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -719294.500000 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -719294.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -719369.500000 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -719369.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -719439.375000 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -719439.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -719496.312500 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -719496.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -719559.187500 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -719559.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -719624.312500 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -719624.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -719682.937500 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -719682.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -719745.875000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -719745.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -719806.812500 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -719806.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -719872.875000 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -719872.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -719934.937500 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -719934.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -720004.312500 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -720004.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -720073.000000 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -720073 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -720156.687500 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -720156.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -720223.562500 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -720223.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -720279.625000 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -720279.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -720321.875000 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -720321.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -720358.187500 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -720358.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -720389.312500 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -720389.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -720422.937500 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -720422.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -720457.250000 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -720457.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -720485.062500 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -720485.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -720501.562500 Penalty: 4320.467285
	Iteration 30Q: 3 clusters Score -720501.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -720517.750000 Penalty: 4320.467285
	Iteration 31Q: 3 clusters Score -720517.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -720535.500000 Penalty: 4320.467285
	Iteration 32Q: 3 clusters Score -720535.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -720549.062500 Penalty: 4320.467285
	Iteration 33Q: 3 clusters Score -720549.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -720564.187500 Penalty: 4320.467285
	Iteration 34Q: 3 clusters Score -720564.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -720573.062500 Penalty: 4320.467285
	Iteration 35Q: 3 clusters Score -720573.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -720581.000000 Penalty: 4320.467285
	Iteration 36Q: 3 clusters Score -720581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -720587.562500 Penalty: 4320.467285
	Iteration 37Q: 3 clusters Score -720587.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -720594.500000 Penalty: 4320.467285
	Iteration 38Q: 3 clusters Score -720594.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -720603.750000 Penalty: 4320.467285
	Iteration 39Q: 3 clusters Score -720603.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -720612.312500 Penalty: 4320.467285
	Iteration 40F: 3 clusters Score -720612.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -720623.062500 Penalty: 4320.467285
	Iteration 41Q: 3 clusters Score -720623.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -720637.500000 Penalty: 4320.467285
	Iteration 42Q: 3 clusters Score -720637.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -720642.750000 Penalty: 4320.467285
	Iteration 43Q: 3 clusters Score -720642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -720644.437500 Penalty: 4320.467285
	Iteration 44Q: 3 clusters Score -720644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -720650.187500 Penalty: 4320.467285
	Iteration 45Q: 3 clusters Score -720650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -720653.375000 Penalty: 4320.467285
	Iteration 46Q: 3 clusters Score -720653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -720656.312500 Penalty: 4320.467285
	Iteration 47Q: 3 clusters Score -720656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -720656.687500 Penalty: 4320.467285
	Iteration 48Q: 3 clusters Score -720656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -720659.500000 Penalty: 4320.467285
	Iteration 49Q: 3 clusters Score -720659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -720660.937500 Penalty: 4320.467285
	Iteration 50Q: 3 clusters Score -720660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -720659.812500 Penalty: 4320.467285
	Iteration 51Q: 3 clusters Score -720659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -720662.812500 Penalty: 4320.467285
	Iteration 52Q: 3 clusters Score -720662.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -720665.750000 Penalty: 4320.467285
	Iteration 53Q: 3 clusters Score -720665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -720666.812500 Penalty: 4320.467285
	Iteration 54Q: 3 clusters Score -720666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -720671.312500 Penalty: 4320.467285
	Iteration 55Q: 3 clusters Score -720671.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -720674.875000 Penalty: 4320.467285
	Iteration 56Q: 3 clusters Score -720674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -720678.500000 Penalty: 4320.467285
	Iteration 57Q: 3 clusters Score -720678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -720680.687500 Penalty: 4320.467285
	Iteration 58Q: 3 clusters Score -720680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -720683.062500 Penalty: 4320.467285
	Iteration 59Q: 3 clusters Score -720683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -720686.375000 Penalty: 4320.467285
	Iteration 60F: 3 clusters Score -720686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -720689.937500 Penalty: 4320.467285
	Iteration 61Q: 3 clusters Score -720689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -720689.437500 Penalty: 4320.467285
	Iteration 62Q: 3 clusters Score -720689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -720689.437500 Penalty: 4320.467285
	Iteration 63F: 3 clusters Score -720689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -170456.265625 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -170456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -168342.687500 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -168342.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169977.390625 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -169977.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -171461.062500 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -171461.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -172574.218750 Penalty: 3686.511963
	Iteration 3F: 3 clusters Score -172574.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -173299.156250 Penalty: 3686.511963
	Iteration 4F: 3 clusters Score -173299.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -173429.906250 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -173429.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -173518.703125 Penalty: 3686.511963
	Iteration 6Q: 3 clusters Score -173518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -173577.703125 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -173577.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -173632.500000 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -173632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -173645.031250 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -173645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -173654.671875 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -173654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -173663.062500 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -173663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -173665.734375 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -173665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -173667.437500 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -173667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -173668.921875 Penalty: 3686.511963
	Iteration 14Q: 3 clusters Score -173668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -173669.734375 Penalty: 3686.511963
	Iteration 15Q: 3 clusters Score -173669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -173675.250000 Penalty: 3686.511963
	Iteration 16F: 3 clusters Score -173675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -173683.937500 Penalty: 3686.511963
	Iteration 17Q: 3 clusters Score -173683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -173683.937500 Penalty: 3686.511963
	Iteration 18F: 3 clusters Score -173683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 84804 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 76202 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 169458 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 156711 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 155205 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197121 members 
Entering Unmasked Estep 
Score: -105728360.000000 Penalty: 57595.390625
Splitting cluster 14 changes total score from -105724480.000000 to -105728360.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 15 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -287390.656250 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -287390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -284563.968750 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -284564 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -285084.968750 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -285085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285232.062500 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -285232.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -285310.343750 Penalty: 3820.691895
	Iteration 3Q: 3 clusters Score -285310.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -285347.937500 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -285347.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285364.093750 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -285364.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285377.468750 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -285377.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285385.875000 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -285385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285391.468750 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -285391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -285395.500000 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -285395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -285400.656250 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -285400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285407.250000 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -285407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -285410.187500 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -285410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -285413.625000 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -285413.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285418.062500 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -285418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285421.937500 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -285421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285423.937500 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -285423.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285429.750000 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -285429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285430.812500 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -285430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285431.406250 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -285431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285431.406250 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -285431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -42593.808594 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -42593.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41209.937500 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -41209.94 nChanged 48
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: -41330.718750 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -41330.72 nChanged 8
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: -41353.156250 Penalty: 2922.255371
	Iteration 2Q: 3 clusters Score -41353.16 nChanged 4
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: -41363.343750 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -41363.34 nChanged 3
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: -41372.691406 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -41372.69 nChanged 2
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: -41375.218750 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -41375.22 nChanged 1
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: -41378.589844 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -41378.59 nChanged 0
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: -41378.589844 Penalty: 2922.255371
	Iteration 7F: 3 clusters Score -41378.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (197121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197121 members 
Entering Unmasked Estep 
Score: -24677524.000000 Penalty: 3023.510254
	Iteration 0F: 2 clusters Score -2.467752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -24550400.000000 Penalty: 6047.020508
	Iteration 0F: 3 clusters Score -2.45504e+07 nChanged 94989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -24605836.000000 Penalty: 6047.020508
	Iteration 1F: 3 clusters Score -2.460584e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -24606798.000000 Penalty: 6047.020508
	Iteration 2Q: 3 clusters Score -2.46068e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -24608038.000000 Penalty: 6047.020508
	Iteration 3Q: 3 clusters Score -2.460804e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -24609396.000000 Penalty: 6047.020508
	Iteration 4Q: 3 clusters Score -2.46094e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -24611692.000000 Penalty: 6047.020508
	Iteration 5Q: 3 clusters Score -2.461169e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -24615408.000000 Penalty: 6047.020508
	Iteration 6Q: 3 clusters Score -2.461541e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -24622390.000000 Penalty: 6047.020508
	Iteration 7F: 3 clusters Score -2.462239e+07 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -24634354.000000 Penalty: 6047.020508
	Iteration 8F: 3 clusters Score -2.463435e+07 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 167019 members 
Entering Unmasked Estep 
Score: -24649452.000000 Penalty: 6047.020508
	Iteration 9F: 3 clusters Score -2.464945e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 182119 members 
Entering Unmasked Estep 
Score: -24662400.000000 Penalty: 6047.020508
	Iteration 10F: 3 clusters Score -2.46624e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 191369 members 
Entering Unmasked Estep 
Score: -24669952.000000 Penalty: 6047.020508
	Iteration 11Q: 3 clusters Score -2.466995e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 195170 members 
Entering Unmasked Estep 
Score: -24673078.000000 Penalty: 6047.020508
	Iteration 12Q: 3 clusters Score -2.467308e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 196388 members 
Entering Unmasked Estep 
Score: -24674148.000000 Penalty: 6047.020508
	Iteration 13Q: 3 clusters Score -2.467415e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 196731 members 
Entering Unmasked Estep 
Score: -24674512.000000 Penalty: 6047.020508
	Iteration 14Q: 3 clusters Score -2.467451e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 196825 members 
Entering Unmasked Estep 
Score: -24674678.000000 Penalty: 6047.020508
	Iteration 15Q: 3 clusters Score -2.467468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196864 members 
Entering Unmasked Estep 
Score: -24674762.000000 Penalty: 6047.020508
	Iteration 16Q: 3 clusters Score -2.467476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -24674776.000000 Penalty: 6047.020508
	Iteration 17Q: 3 clusters Score -2.467478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -24674796.000000 Penalty: 6047.020508
	Iteration 18Q: 3 clusters Score -2.46748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -24674820.000000 Penalty: 6047.020508
	Iteration 19Q: 3 clusters Score -2.467482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -24674824.000000 Penalty: 6047.020508
	Iteration 20F: 3 clusters Score -2.467482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -24674836.000000 Penalty: 6047.020508
	Iteration 21Q: 3 clusters Score -2.467484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196877 members 
Entering Unmasked Estep 
Score: -24674828.000000 Penalty: 6047.020508
	Iteration 22Q: 3 clusters Score -2.467483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196877 members 
Entering Unmasked Estep 
Score: -24674840.000000 Penalty: 6047.020508
	Iteration 23Q: 3 clusters Score -2.467484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196876 members 
Entering Unmasked Estep 
Score: -24674844.000000 Penalty: 6047.020508
	Iteration 24Q: 3 clusters Score -2.467484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196876 members 
Entering Unmasked Estep 
Score: -24674852.000000 Penalty: 6047.020508
	Iteration 25Q: 3 clusters Score -2.467485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196876 members 
Entering Unmasked Estep 
Score: -24674852.000000 Penalty: 6047.020508
	Iteration 26F: 3 clusters Score -2.467485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 84804 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 76202 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 169458 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 156711 members 
Mstep: Class 11 contains 155205 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 197121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728408.000000 Penalty: 57595.390625
Iteration 79Q: 18 clusters Score -1.057284e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 84206 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 76262 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 169675 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 156940 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 155259 members 
Mstep: Class 12 contains 6108 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728264.000000 Penalty: 57595.390625
Iteration 80F: 18 clusters Score -1.057283e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 83602 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 76338 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 169834 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 157150 members 
Mstep: Class 10 contains 290 members 
Mstep: Class 11 contains 155362 members 
Mstep: Class 12 contains 6145 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728696.000000 Penalty: 57595.390625
Iteration 81Q: 18 clusters Score -1.057287e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 82991 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 76406 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 169884 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 157340 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 155550 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728744.000000 Penalty: 57595.390625
Iteration 82Q: 18 clusters Score -1.057287e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 82432 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 76445 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 169876 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 157492 members 
Mstep: Class 10 contains 289 members 
Mstep: Class 11 contains 155761 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728848.000000 Penalty: 57595.390625
Iteration 83Q: 18 clusters Score -1.057288e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 81934 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 76500 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 169760 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 157654 members 
Mstep: Class 10 contains 287 members 
Mstep: Class 11 contains 155967 members 
Mstep: Class 12 contains 6277 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728792.000000 Penalty: 57595.390625
Iteration 84Q: 18 clusters Score -1.057288e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 81455 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 76554 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 169668 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 157804 members 
Mstep: Class 10 contains 284 members 
Mstep: Class 11 contains 156163 members 
Mstep: Class 12 contains 6325 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728808.000000 Penalty: 57595.390625
Iteration 85Q: 18 clusters Score -1.057288e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 80967 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 76611 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 169593 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 157945 members 
Mstep: Class 10 contains 282 members 
Mstep: Class 11 contains 156355 members 
Mstep: Class 12 contains 6370 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728736.000000 Penalty: 57595.390625
Iteration 86Q: 18 clusters Score -1.057287e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 80490 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 76707 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169525 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 158051 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 156534 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728968.000000 Penalty: 57595.390625
Iteration 87Q: 18 clusters Score -1.05729e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 80002 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 76795 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169451 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 158127 members 
Mstep: Class 10 contains 288 members 
Mstep: Class 11 contains 156699 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728936.000000 Penalty: 57595.390625
Iteration 88Q: 18 clusters Score -1.057289e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 79511 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 76877 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169416 members 
Mstep: Class 8 contains 1649 members 
Mstep: Class 9 contains 158175 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 156853 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729024.000000 Penalty: 57595.390625
Iteration 89Q: 18 clusters Score -1.05729e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 79027 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 76952 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169447 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 158195 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 156987 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728968.000000 Penalty: 57595.390625
Iteration 90Q: 18 clusters Score -1.05729e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 78583 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 77034 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169461 members 
Mstep: Class 8 contains 1649 members 
Mstep: Class 9 contains 158170 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157100 members 
Mstep: Class 12 contains 6606 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728744.000000 Penalty: 57595.390625
Iteration 91Q: 18 clusters Score -1.057287e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 78136 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 77120 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169529 members 
Mstep: Class 8 contains 1649 members 
Mstep: Class 9 contains 158125 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157206 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728696.000000 Penalty: 57595.390625
Iteration 92Q: 18 clusters Score -1.057287e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 77676 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 77213 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169622 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 158093 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728504.000000 Penalty: 57595.390625
Iteration 93Q: 18 clusters Score -1.057285e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 77255 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 77280 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169693 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 158085 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157422 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728728.000000 Penalty: 57595.390625
Iteration 94Q: 18 clusters Score -1.057287e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 76875 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 77357 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169815 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 158064 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157473 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728720.000000 Penalty: 57595.390625
Iteration 95Q: 18 clusters Score -1.057287e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 76499 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 77448 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 169953 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 158066 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157519 members 
Mstep: Class 12 contains 6804 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728728.000000 Penalty: 57595.390625
Iteration 96Q: 18 clusters Score -1.057287e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 76130 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 77531 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 170141 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 158052 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157534 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728888.000000 Penalty: 57595.390625
Iteration 97Q: 18 clusters Score -1.057289e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 75737 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 77607 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 170422 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 158032 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157506 members 
Mstep: Class 12 contains 6874 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728792.000000 Penalty: 57595.390625
Iteration 98Q: 18 clusters Score -1.057288e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 75365 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 77712 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 170677 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 158019 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157446 members 
Mstep: Class 12 contains 6908 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728704.000000 Penalty: 57595.390625
Iteration 99Q: 18 clusters Score -1.057287e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 75010 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 77810 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 170913 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 158009 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157404 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728816.000000 Penalty: 57595.390625
Iteration 100F: 18 clusters Score -1.057288e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 74646 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 77904 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171123 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 158036 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157318 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728960.000000 Penalty: 57595.390625
Iteration 101Q: 18 clusters Score -1.05729e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 74272 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 77979 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171364 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 158034 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157231 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729080.000000 Penalty: 57595.390625
Iteration 102Q: 18 clusters Score -1.057291e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 73919 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 78054 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171526 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 158042 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157132 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729272.000000 Penalty: 57595.390625
Iteration 103Q: 18 clusters Score -1.057293e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 73584 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 78123 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171664 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 158081 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157046 members 
Mstep: Class 12 contains 7086 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729360.000000 Penalty: 57595.390625
Iteration 104Q: 18 clusters Score -1.057294e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 73241 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 78192 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171780 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 158101 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157004 members 
Mstep: Class 12 contains 7121 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729240.000000 Penalty: 57595.390625
Iteration 105Q: 18 clusters Score -1.057292e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 72905 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 78269 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171866 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 158141 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 156994 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729336.000000 Penalty: 57595.390625
Iteration 106Q: 18 clusters Score -1.057293e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 72570 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 78358 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171917 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 158194 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157012 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729528.000000 Penalty: 57595.390625
Iteration 107Q: 18 clusters Score -1.057295e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 72236 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 78441 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 171977 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 158215 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157058 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729464.000000 Penalty: 57595.390625
Iteration 108Q: 18 clusters Score -1.057295e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 71945 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 78515 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172013 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 158258 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157081 members 
Mstep: Class 12 contains 7223 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729224.000000 Penalty: 57595.390625
Iteration 109Q: 18 clusters Score -1.057292e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 71651 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 78596 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172083 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 158278 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157108 members 
Mstep: Class 12 contains 7262 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729272.000000 Penalty: 57595.390625
Iteration 110Q: 18 clusters Score -1.057293e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 71350 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 78659 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172120 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 158320 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157109 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729432.000000 Penalty: 57595.390625
Iteration 111Q: 18 clusters Score -1.057294e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 71041 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 78734 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172156 members 
Mstep: Class 8 contains 1635 members 
Mstep: Class 9 contains 158331 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 157130 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729568.000000 Penalty: 57595.390625
Iteration 112Q: 18 clusters Score -1.057296e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 70744 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 78809 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172213 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 158367 members 
Mstep: Class 10 contains 294 members 
Mstep: Class 11 contains 157136 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729600.000000 Penalty: 57595.390625
Iteration 113Q: 18 clusters Score -1.057296e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 70495 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 78874 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172286 members 
Mstep: Class 8 contains 1637 members 
Mstep: Class 9 contains 158415 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 157088 members 
Mstep: Class 12 contains 7401 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729344.000000 Penalty: 57595.390625
Iteration 114Q: 18 clusters Score -1.057293e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 70244 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 78948 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172385 members 
Mstep: Class 8 contains 1636 members 
Mstep: Class 9 contains 158431 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 157050 members 
Mstep: Class 12 contains 7429 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729640.000000 Penalty: 57595.390625
Iteration 115Q: 18 clusters Score -1.057296e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69993 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79023 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172472 members 
Mstep: Class 8 contains 1633 members 
Mstep: Class 9 contains 158457 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 157029 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729928.000000 Penalty: 57595.390625
Iteration 116Q: 18 clusters Score -1.057299e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69785 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79095 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172604 members 
Mstep: Class 8 contains 1627 members 
Mstep: Class 9 contains 158440 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 157005 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2439 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729920.000000 Penalty: 57595.390625
Iteration 117Q: 18 clusters Score -1.057299e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69579 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79189 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172715 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 158425 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156982 members 
Mstep: Class 12 contains 7507 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730064.000000 Penalty: 57595.390625
Iteration 118Q: 18 clusters Score -1.057301e+08 nChanged 1264
Entering ConstructFrom: 
Score: -105730064.000000 Penalty: 57595.390625
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148408.984375 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -146301.937500 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146301.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -146660.015625 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146761.625000 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146761.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146825.765625 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -146825.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -146854.515625 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -146854.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -146874.593750 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -146874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -146882.796875 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -146882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146896.734375 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -146896.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146918.687500 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -146918.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146955.640625 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -146955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -146994.781250 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -146994.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -147035.343750 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -147035.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -147066.437500 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -147066.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147097.968750 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -147098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -147122.843750 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -147122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -147145.296875 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -147145.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147167.437500 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -147167.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147183.968750 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -147184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147195.390625 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -147195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147207.453125 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -147207.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147216.468750 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -147216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147223.718750 Penalty: 3532.141357
	Iteration 21Q: 3 clusters Score -147223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -147230.968750 Penalty: 3532.141357
	Iteration 22Q: 3 clusters Score -147231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -147242.218750 Penalty: 3532.141357
	Iteration 23Q: 3 clusters Score -147242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147257.515625 Penalty: 3532.141357
	Iteration 24Q: 3 clusters Score -147257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -147267.593750 Penalty: 3532.141357
	Iteration 25Q: 3 clusters Score -147267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147287.859375 Penalty: 3532.141357
	Iteration 26Q: 3 clusters Score -147287.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -147311.156250 Penalty: 3532.141357
	Iteration 27Q: 3 clusters Score -147311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -147328.093750 Penalty: 3532.141357
	Iteration 28Q: 3 clusters Score -147328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -147334.937500 Penalty: 3532.141357
	Iteration 29Q: 3 clusters Score -147334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147347.921875 Penalty: 3532.141357
	Iteration 30Q: 3 clusters Score -147347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147357.531250 Penalty: 3532.141357
	Iteration 31Q: 3 clusters Score -147357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -147360.296875 Penalty: 3532.141357
	Iteration 32Q: 3 clusters Score -147360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -147363.984375 Penalty: 3532.141357
	Iteration 33Q: 3 clusters Score -147364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -147369.531250 Penalty: 3532.141357
	Iteration 34Q: 3 clusters Score -147369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147374.062500 Penalty: 3532.141357
	Iteration 35Q: 3 clusters Score -147374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147379.406250 Penalty: 3532.141357
	Iteration 36Q: 3 clusters Score -147379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147381.734375 Penalty: 3532.141357
	Iteration 37Q: 3 clusters Score -147381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -147382.500000 Penalty: 3532.141357
	Iteration 38Q: 3 clusters Score -147382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -147382.500000 Penalty: 3532.141357
	Iteration 39F: 3 clusters Score -147382.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Entering Unmasked Estep 
Score: -8751609.000000 Penalty: 2764.443848
	Iteration 0F: 2 clusters Score -8751609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -8704790.000000 Penalty: 5528.887695
	Iteration 0F: 3 clusters Score -8704790 nChanged 32546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -8723103.000000 Penalty: 5528.887695
	Iteration 1F: 3 clusters Score -8723103 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8723628.000000 Penalty: 5528.887695
	Iteration 2Q: 3 clusters Score -8723628 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -8724331.000000 Penalty: 5528.887695
	Iteration 3Q: 3 clusters Score -8724331 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -8725106.000000 Penalty: 5528.887695
	Iteration 4Q: 3 clusters Score -8725106 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -8726233.000000 Penalty: 5528.887695
	Iteration 5Q: 3 clusters Score -8726233 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8727788.000000 Penalty: 5528.887695
	Iteration 6Q: 3 clusters Score -8727788 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8729940.000000 Penalty: 5528.887695
	Iteration 7F: 3 clusters Score -8729940 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -8733156.000000 Penalty: 5528.887695
	Iteration 8F: 3 clusters Score -8733156 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -8737059.000000 Penalty: 5528.887695
	Iteration 9F: 3 clusters Score -8737059 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -8740402.000000 Penalty: 5528.887695
	Iteration 10F: 3 clusters Score -8740402 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8742067.000000 Penalty: 5528.887695
	Iteration 11Q: 3 clusters Score -8742067 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8742706.000000 Penalty: 5528.887695
	Iteration 12Q: 3 clusters Score -8742706 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8743036.000000 Penalty: 5528.887695
	Iteration 13Q: 3 clusters Score -8743036 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8743275.000000 Penalty: 5528.887695
	Iteration 14Q: 3 clusters Score -8743275 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8743514.000000 Penalty: 5528.887695
	Iteration 15Q: 3 clusters Score -8743514 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -8743779.000000 Penalty: 5528.887695
	Iteration 16Q: 3 clusters Score -8743779 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8743992.000000 Penalty: 5528.887695
	Iteration 17Q: 3 clusters Score -8743992 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -8744265.000000 Penalty: 5528.887695
	Iteration 18Q: 3 clusters Score -8744265 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -8744482.000000 Penalty: 5528.887695
	Iteration 19Q: 3 clusters Score -8744482 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -8744694.000000 Penalty: 5528.887695
	Iteration 20F: 3 clusters Score -8744694 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -8744916.000000 Penalty: 5528.887695
	Iteration 21Q: 3 clusters Score -8744916 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -8745096.000000 Penalty: 5528.887695
	Iteration 22Q: 3 clusters Score -8745096 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -8745356.000000 Penalty: 5528.887695
	Iteration 23Q: 3 clusters Score -8745356 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -8745609.000000 Penalty: 5528.887695
	Iteration 24Q: 3 clusters Score -8745609 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -8745811.000000 Penalty: 5528.887695
	Iteration 25Q: 3 clusters Score -8745811 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -8746048.000000 Penalty: 5528.887695
	Iteration 26Q: 3 clusters Score -8746048 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -8746258.000000 Penalty: 5528.887695
	Iteration 27Q: 3 clusters Score -8746258 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -8746536.000000 Penalty: 5528.887695
	Iteration 28Q: 3 clusters Score -8746536 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -8746788.000000 Penalty: 5528.887695
	Iteration 29Q: 3 clusters Score -8746788 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -8746984.000000 Penalty: 5528.887695
	Iteration 30Q: 3 clusters Score -8746984 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -8747173.000000 Penalty: 5528.887695
	Iteration 31Q: 3 clusters Score -8747173 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -8747377.000000 Penalty: 5528.887695
	Iteration 32Q: 3 clusters Score -8747377 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -8747604.000000 Penalty: 5528.887695
	Iteration 33Q: 3 clusters Score -8747604 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -8747737.000000 Penalty: 5528.887695
	Iteration 34Q: 3 clusters Score -8747737 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -8747925.000000 Penalty: 5528.887695
	Iteration 35Q: 3 clusters Score -8747925 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -8748112.000000 Penalty: 5528.887695
	Iteration 36Q: 3 clusters Score -8748112 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -8748260.000000 Penalty: 5528.887695
	Iteration 37Q: 3 clusters Score -8748260 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -8748381.000000 Penalty: 5528.887695
	Iteration 38Q: 3 clusters Score -8748381 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -8748522.000000 Penalty: 5528.887695
	Iteration 39Q: 3 clusters Score -8748522 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8748641.000000 Penalty: 5528.887695
	Iteration 40F: 3 clusters Score -8748641 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8748775.000000 Penalty: 5528.887695
	Iteration 41Q: 3 clusters Score -8748775 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -8748862.000000 Penalty: 5528.887695
	Iteration 42Q: 3 clusters Score -8748862 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -8748961.000000 Penalty: 5528.887695
	Iteration 43Q: 3 clusters Score -8748961 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -8749031.000000 Penalty: 5528.887695
	Iteration 44Q: 3 clusters Score -8749031 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -8749088.000000 Penalty: 5528.887695
	Iteration 45Q: 3 clusters Score -8749088 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -8749189.000000 Penalty: 5528.887695
	Iteration 46Q: 3 clusters Score -8749189 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -8749248.000000 Penalty: 5528.887695
	Iteration 47Q: 3 clusters Score -8749248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -8749310.000000 Penalty: 5528.887695
	Iteration 48Q: 3 clusters Score -8749310 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -8749333.000000 Penalty: 5528.887695
	Iteration 49Q: 3 clusters Score -8749333 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -8749372.000000 Penalty: 5528.887695
	Iteration 50Q: 3 clusters Score -8749372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -8749383.000000 Penalty: 5528.887695
	Iteration 51Q: 3 clusters Score -8749383 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -8749431.000000 Penalty: 5528.887695
	Iteration 52Q: 3 clusters Score -8749431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -8749444.000000 Penalty: 5528.887695
	Iteration 53Q: 3 clusters Score -8749444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -8749455.000000 Penalty: 5528.887695
	Iteration 54Q: 3 clusters Score -8749455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -8749483.000000 Penalty: 5528.887695
	Iteration 55Q: 3 clusters Score -8749483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -8749486.000000 Penalty: 5528.887695
	Iteration 56Q: 3 clusters Score -8749486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -8749496.000000 Penalty: 5528.887695
	Iteration 57Q: 3 clusters Score -8749496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -8749504.000000 Penalty: 5528.887695
	Iteration 58Q: 3 clusters Score -8749504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -8749522.000000 Penalty: 5528.887695
	Iteration 59Q: 3 clusters Score -8749522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -8749522.000000 Penalty: 5528.887695
	Iteration 60F: 3 clusters Score -8749522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -8749529.000000 Penalty: 5528.887695
	Iteration 61Q: 3 clusters Score -8749529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -8749543.000000 Penalty: 5528.887695
	Iteration 62Q: 3 clusters Score -8749543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8749562.000000 Penalty: 5528.887695
	Iteration 63Q: 3 clusters Score -8749562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -8749548.000000 Penalty: 5528.887695
	Iteration 64Q: 3 clusters Score -8749548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -8749555.000000 Penalty: 5528.887695
	Iteration 65Q: 3 clusters Score -8749555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8749564.000000 Penalty: 5528.887695
	Iteration 66Q: 3 clusters Score -8749564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -8749570.000000 Penalty: 5528.887695
	Iteration 67Q: 3 clusters Score -8749570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -8749577.000000 Penalty: 5528.887695
	Iteration 68Q: 3 clusters Score -8749577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -8749586.000000 Penalty: 5528.887695
	Iteration 69Q: 3 clusters Score -8749586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -8749584.000000 Penalty: 5528.887695
	Iteration 70Q: 3 clusters Score -8749584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -8749590.000000 Penalty: 5528.887695
	Iteration 71Q: 3 clusters Score -8749590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -8749594.000000 Penalty: 5528.887695
	Iteration 72Q: 3 clusters Score -8749594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -8749594.000000 Penalty: 5528.887695
	Iteration 73Q: 3 clusters Score -8749594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -8749599.000000 Penalty: 5528.887695
	Iteration 74Q: 3 clusters Score -8749599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -8749614.000000 Penalty: 5528.887695
	Iteration 75Q: 3 clusters Score -8749614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -8749616.000000 Penalty: 5528.887695
	Iteration 76Q: 3 clusters Score -8749616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -8749619.000000 Penalty: 5528.887695
	Iteration 77Q: 3 clusters Score -8749619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8749613.000000 Penalty: 5528.887695
	Iteration 78Q: 3 clusters Score -8749613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -8749615.000000 Penalty: 5528.887695
	Iteration 79Q: 3 clusters Score -8749615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -8749613.000000 Penalty: 5528.887695
	Iteration 80F: 3 clusters Score -8749613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -206157.421875 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -206157.4 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 908 members 
Entering Unmasked Estep 
Score: -203786.437500 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -203786.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204516.609375 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -204516.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -205056.515625 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -205056.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -205446.218750 Penalty: 3713.916016
	Iteration 3F: 3 clusters Score -205446.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -205649.093750 Penalty: 3713.916016
	Iteration 4F: 3 clusters Score -205649.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -205726.531250 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -205726.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -205760.250000 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -205760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -205780.656250 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -205780.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -205787.687500 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -205787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -205794.375000 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -205794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -205799.328125 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -205799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -205800.687500 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -205800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -205804.703125 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -205804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -205807.328125 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -205807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -205811.203125 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -205811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -205812.203125 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -205812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -205812.203125 Penalty: 3713.916016
	Iteration 16F: 3 clusters Score -205812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -191426.718750 Penalty: 1822.449707
	Iteration 0F: 2 clusters Score -191426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189097.375000 Penalty: 3644.899414
	Iteration 0F: 3 clusters Score -189097.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189493.906250 Penalty: 3644.899414
	Iteration 1F: 3 clusters Score -189493.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189591.406250 Penalty: 3644.899414
	Iteration 2F: 3 clusters Score -189591.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -189645.468750 Penalty: 3644.899414
	Iteration 3Q: 3 clusters Score -189645.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189687.859375 Penalty: 3644.899414
	Iteration 4Q: 3 clusters Score -189687.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -189704.546875 Penalty: 3644.899414
	Iteration 5Q: 3 clusters Score -189704.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189716.843750 Penalty: 3644.899414
	Iteration 6Q: 3 clusters Score -189716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189727.718750 Penalty: 3644.899414
	Iteration 7Q: 3 clusters Score -189727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189744.359375 Penalty: 3644.899414
	Iteration 8Q: 3 clusters Score -189744.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -189756.109375 Penalty: 3644.899414
	Iteration 9Q: 3 clusters Score -189756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -189767.125000 Penalty: 3644.899414
	Iteration 10Q: 3 clusters Score -189767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189773.218750 Penalty: 3644.899414
	Iteration 11Q: 3 clusters Score -189773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -189777.218750 Penalty: 3644.899414
	Iteration 12Q: 3 clusters Score -189777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -189780.015625 Penalty: 3644.899414
	Iteration 13Q: 3 clusters Score -189780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -189781.796875 Penalty: 3644.899414
	Iteration 14Q: 3 clusters Score -189781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -189782.734375 Penalty: 3644.899414
	Iteration 15Q: 3 clusters Score -189782.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -189784.531250 Penalty: 3644.899414
	Iteration 16Q: 3 clusters Score -189784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -189787.687500 Penalty: 3644.899414
	Iteration 17Q: 3 clusters Score -189787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189792.109375 Penalty: 3644.899414
	Iteration 18Q: 3 clusters Score -189792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -189794.750000 Penalty: 3644.899414
	Iteration 19Q: 3 clusters Score -189794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -189798.812500 Penalty: 3644.899414
	Iteration 20F: 3 clusters Score -189798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189803.031250 Penalty: 3644.899414
	Iteration 21Q: 3 clusters Score -189803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189804.265625 Penalty: 3644.899414
	Iteration 22Q: 3 clusters Score -189804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -189805.687500 Penalty: 3644.899414
	Iteration 23Q: 3 clusters Score -189805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -189805.984375 Penalty: 3644.899414
	Iteration 24Q: 3 clusters Score -189806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189806.921875 Penalty: 3644.899414
	Iteration 25Q: 3 clusters Score -189806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -189807.578125 Penalty: 3644.899414
	Iteration 26Q: 3 clusters Score -189807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -189809.171875 Penalty: 3644.899414
	Iteration 27Q: 3 clusters Score -189809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189809.828125 Penalty: 3644.899414
	Iteration 28Q: 3 clusters Score -189809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189809.828125 Penalty: 3644.899414
	Iteration 29F: 3 clusters Score -189809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Entering Unmasked Estep 
Score: -9675054.000000 Penalty: 2797.626953
	Iteration 0F: 2 clusters Score -9675054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -9622056.000000 Penalty: 5595.253906
	Iteration 0F: 3 clusters Score -9622056 nChanged 37175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9643004.000000 Penalty: 5595.253906
	Iteration 1F: 3 clusters Score -9643004 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -9643574.000000 Penalty: 5595.253906
	Iteration 2Q: 3 clusters Score -9643574 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -9644147.000000 Penalty: 5595.253906
	Iteration 3Q: 3 clusters Score -9644147 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -9644764.000000 Penalty: 5595.253906
	Iteration 4Q: 3 clusters Score -9644764 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -9645492.000000 Penalty: 5595.253906
	Iteration 5Q: 3 clusters Score -9645492 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -9646392.000000 Penalty: 5595.253906
	Iteration 6Q: 3 clusters Score -9646392 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -9647671.000000 Penalty: 5595.253906
	Iteration 7Q: 3 clusters Score -9647671 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9649327.000000 Penalty: 5595.253906
	Iteration 8Q: 3 clusters Score -9649327 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -9651295.000000 Penalty: 5595.253906
	Iteration 9Q: 3 clusters Score -9651295 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -9653592.000000 Penalty: 5595.253906
	Iteration 10F: 3 clusters Score -9653592 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -9655818.000000 Penalty: 5595.253906
	Iteration 11F: 3 clusters Score -9655818 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -9657812.000000 Penalty: 5595.253906
	Iteration 12Q: 3 clusters Score -9657812 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9659439.000000 Penalty: 5595.253906
	Iteration 13Q: 3 clusters Score -9659439 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -9660667.000000 Penalty: 5595.253906
	Iteration 14Q: 3 clusters Score -9660667 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -9661712.000000 Penalty: 5595.253906
	Iteration 15Q: 3 clusters Score -9661712 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -9662590.000000 Penalty: 5595.253906
	Iteration 16Q: 3 clusters Score -9662590 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9663502.000000 Penalty: 5595.253906
	Iteration 17Q: 3 clusters Score -9663502 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -9664345.000000 Penalty: 5595.253906
	Iteration 18Q: 3 clusters Score -9664345 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -9665310.000000 Penalty: 5595.253906
	Iteration 19Q: 3 clusters Score -9665310 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -9666223.000000 Penalty: 5595.253906
	Iteration 20F: 3 clusters Score -9666223 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -9667062.000000 Penalty: 5595.253906
	Iteration 21Q: 3 clusters Score -9667062 nChanged 1996
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9667771 nChanged 1868
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9668329 nChanged 1828
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9668952 nChanged 1684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9669489 nChanged 1602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9669996 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9670485 nChanged 1378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9670870 nChanged 1239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9671229 nChanged 1118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9671518 nChanged 1000
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Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9671789 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9671911 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9672093 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9672230 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9672327 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9672445 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9672529 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9672594 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9672654 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9672703 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9672779 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9672851 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9672916 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9672973 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -9673001.000000 Penalty: 5595.253906
	Iteration 45Q: 3 clusters Score -9673001 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9673010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9673036 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9673048 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9673086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -9673124.000000 Penalty: 5595.253906
	Iteration 50Q: 3 clusters Score -9673124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9673173 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -9673159.000000 Penalty: 5595.253906
	Iteration 52Q: 3 clusters Score -9673159 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9673156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9673190 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9673195 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9673214 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9673230 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9673225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9673240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9673247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -9673251.000000 Penalty: 5595.253906
	Iteration 61Q: 3 clusters Score -9673251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -9673252.000000 Penalty: 5595.253906
	Iteration 62Q: 3 clusters Score -9673252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -9673259.000000 Penalty: 5595.253906
	Iteration 63Q: 3 clusters Score -9673259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -9673263.000000 Penalty: 5595.253906
	Iteration 64Q: 3 clusters Score -9673263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -9673272.000000 Penalty: 5595.253906
	Iteration 65Q: 3 clusters Score -9673272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9673286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9673268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9673284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9673289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9673285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9673294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9673289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9673299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9673289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -9673293.000000 Penalty: 5595.253906
	Iteration 75Q: 3 clusters Score -9673293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9673299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -9673290.000000 Penalty: 5595.253906
	Iteration 77Q: 3 clusters Score -9673290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -9673284.000000 Penalty: 5595.253906
	Iteration 78Q: 3 clusters Score -9673284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -9673291.000000 Penalty: 5595.253906
	Iteration 79Q: 3 clusters Score -9673291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9673298.000000 Penalty: 5595.253906
	Iteration 80F: 3 clusters Score -9673298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -9673295.000000 Penalty: 5595.253906
	Iteration 81Q: 3 clusters Score -9673295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -9673292.000000 Penalty: 5595.253906
	Iteration 82Q: 3 clusters Score -9673292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9673294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9673293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9673295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9673293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9673292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -9673297.000000 Penalty: 5595.253906
	Iteration 88Q: 3 clusters Score -9673297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9673311.000000 Penalty: 5595.253906
	Iteration 89Q: 3 clusters Score -9673311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9673319.000000 Penalty: 5595.253906
	Iteration 90Q: 3 clusters Score -9673319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9673305.000000 Penalty: 5595.253906
	Iteration 91Q: 3 clusters Score -9673305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9673323.000000 Penalty: 5595.253906
	Iteration 92Q: 3 clusters Score -9673323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -9673315.000000 Penalty: 5595.253906
	Iteration 93Q: 3 clusters Score -9673315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -9673317.000000 Penalty: 5595.253906
	Iteration 94Q: 3 clusters Score -9673317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -9673315.000000 Penalty: 5595.253906
	Iteration 95Q: 3 clusters Score -9673315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -9673323.000000 Penalty: 5595.253906
	Iteration 96Q: 3 clusters Score -9673323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -9673329.000000 Penalty: 5595.253906
	Iteration 97Q: 3 clusters Score -9673329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -9673328.000000 Penalty: 5595.253906
	Iteration 98Q: 3 clusters Score -9673328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -9673345.000000 Penalty: 5595.253906
	Iteration 99Q: 3 clusters Score -9673345 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9673343.000000 Penalty: 5595.253906
	Iteration 100F: 3 clusters Score -9673343 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9673355.000000 Penalty: 5595.253906
	Iteration 101Q: 3 clusters Score -9673355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -9673350.000000 Penalty: 5595.253906
	Iteration 102Q: 3 clusters Score -9673350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -9673361.000000 Penalty: 5595.253906
	Iteration 103Q: 3 clusters Score -9673361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9673344.000000 Penalty: 5595.253906
	Iteration 104Q: 3 clusters Score -9673344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -9673345.000000 Penalty: 5595.253906
	Iteration 105Q: 3 clusters Score -9673345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -9673343.000000 Penalty: 5595.253906
	Iteration 106Q: 3 clusters Score -9673343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -9673352.000000 Penalty: 5595.253906
	Iteration 107Q: 3 clusters Score -9673352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -9673365.000000 Penalty: 5595.253906
	Iteration 108Q: 3 clusters Score -9673365 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9673364 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -9673364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -69230.507812 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -69230.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67652.226562 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -67652.23 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -68055.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68339.148438 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -68339.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68530.781250 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -68530.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68699.867188 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -68699.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69026.257812 Penalty: 3232.764893
	Iteration 5F: 3 clusters Score -69026.26 nChanged 34
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: -69300.843750 Penalty: 3232.764893
	Iteration 6F: 3 clusters Score -69300.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69432.007812 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -69432.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69584.804688 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -69584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69839.164062 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -69839.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69924.468750 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -69924.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69931.328125 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -69931.33 nChanged 1
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: -69933.492188 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -69933.49 nChanged 0
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: -69933.492188 Penalty: 3232.764893
	Iteration 13F: 3 clusters Score -69933.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69352 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 277 members 
Mstep: Class 7 contains 172842 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 158425 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156936 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200863 members 
Entering Unmasked Estep 
Score: -105729088.000000 Penalty: 60983.355469
Splitting cluster 6 changes total score from -105730064.000000 to -105729088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (172842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172842 members 
Entering Unmasked Estep 
Score: -21673780.000000 Penalty: 2990.913086
	Iteration 0F: 2 clusters Score -2.167378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -21562286.000000 Penalty: 5981.826172
	Iteration 0F: 3 clusters Score -2.156229e+07 nChanged 82877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -21610590.000000 Penalty: 5981.826172
	Iteration 1F: 3 clusters Score -2.161059e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -21612094.000000 Penalty: 5981.826172
	Iteration 2Q: 3 clusters Score -2.161209e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -21614510.000000 Penalty: 5981.826172
	Iteration 3Q: 3 clusters Score -2.161451e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -21619308.000000 Penalty: 5981.826172
	Iteration 4F: 3 clusters Score -2.161931e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -21627664.000000 Penalty: 5981.826172
	Iteration 5F: 3 clusters Score -2.162766e+07 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137779 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -21640614.000000 Penalty: 5981.826172
	Iteration 6F: 3 clusters Score -2.164061e+07 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -21655194.000000 Penalty: 5981.826172
	Iteration 7F: 3 clusters Score -2.165519e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -21664402.000000 Penalty: 5981.826172
	Iteration 8F: 3 clusters Score -2.16644e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169167 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -21668586.000000 Penalty: 5981.826172
	Iteration 9Q: 3 clusters Score -2.166859e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171056 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21670064.000000 Penalty: 5981.826172
	Iteration 10Q: 3 clusters Score -2.167006e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21670654.000000 Penalty: 5981.826172
	Iteration 11Q: 3 clusters Score -2.167065e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171923 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21670948.000000 Penalty: 5981.826172
	Iteration 12Q: 3 clusters Score -2.167095e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -21671082.000000 Penalty: 5981.826172
	Iteration 13Q: 3 clusters Score -2.167108e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172090 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21671142.000000 Penalty: 5981.826172
	Iteration 14Q: 3 clusters Score -2.167114e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21671190.000000 Penalty: 5981.826172
	Iteration 15Q: 3 clusters Score -2.167119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21671212.000000 Penalty: 5981.826172
	Iteration 16Q: 3 clusters Score -2.167121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21671250.000000 Penalty: 5981.826172
	Iteration 17Q: 3 clusters Score -2.167125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172148 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21671280.000000 Penalty: 5981.826172
	Iteration 18Q: 3 clusters Score -2.167128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21671274.000000 Penalty: 5981.826172
	Iteration 19Q: 3 clusters Score -2.167127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172159 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21671282.000000 Penalty: 5981.826172
	Iteration 20F: 3 clusters Score -2.167128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172168 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21671288.000000 Penalty: 5981.826172
	Iteration 21Q: 3 clusters Score -2.167129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21671324.000000 Penalty: 5981.826172
	Iteration 22Q: 3 clusters Score -2.167132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21671306.000000 Penalty: 5981.826172
	Iteration 23Q: 3 clusters Score -2.167131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21671306.000000 Penalty: 5981.826172
	Iteration 24Q: 3 clusters Score -2.167131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -21671316.000000 Penalty: 5981.826172
	Iteration 25Q: 3 clusters Score -2.167132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21671300.000000 Penalty: 5981.826172
	Iteration 26Q: 3 clusters Score -2.16713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -21671318.000000 Penalty: 5981.826172
	Iteration 27Q: 3 clusters Score -2.167132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21671312.000000 Penalty: 5981.826172
	Iteration 28Q: 3 clusters Score -2.167131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21671312.000000 Penalty: 5981.826172
	Iteration 29Q: 3 clusters Score -2.167131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172179 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21671320.000000 Penalty: 5981.826172
	Iteration 30Q: 3 clusters Score -2.167132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172179 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21671324.000000 Penalty: 5981.826172
	Iteration 31Q: 3 clusters Score -2.167132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21671330.000000 Penalty: 5981.826172
	Iteration 32Q: 3 clusters Score -2.167133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21671340.000000 Penalty: 5981.826172
	Iteration 33Q: 3 clusters Score -2.167134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21671336.000000 Penalty: 5981.826172
	Iteration 34Q: 3 clusters Score -2.167134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21671332.000000 Penalty: 5981.826172
	Iteration 35Q: 3 clusters Score -2.167133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21671328.000000 Penalty: 5981.826172
	Iteration 36Q: 3 clusters Score -2.167133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21671332.000000 Penalty: 5981.826172
	Iteration 37Q: 3 clusters Score -2.167133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21671336.000000 Penalty: 5981.826172
	Iteration 38Q: 3 clusters Score -2.167134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21671330.000000 Penalty: 5981.826172
	Iteration 39Q: 3 clusters Score -2.167133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21671350.000000 Penalty: 5981.826172
	Iteration 40F: 3 clusters Score -2.167135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21671356.000000 Penalty: 5981.826172
	Iteration 41Q: 3 clusters Score -2.167136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21671358.000000 Penalty: 5981.826172
	Iteration 42Q: 3 clusters Score -2.167136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21671368.000000 Penalty: 5981.826172
	Iteration 43Q: 3 clusters Score -2.167137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21671358.000000 Penalty: 5981.826172
	Iteration 44Q: 3 clusters Score -2.167136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21671354.000000 Penalty: 5981.826172
	Iteration 45Q: 3 clusters Score -2.167135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21671340.000000 Penalty: 5981.826172
	Iteration 46Q: 3 clusters Score -2.167134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21671340.000000 Penalty: 5981.826172
	Iteration 47F: 3 clusters Score -2.167134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -190662.093750 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -190662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188293.921875 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -188293.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188768.406250 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -188768.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -188967.875000 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -188967.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -189137.359375 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -189137.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189307.609375 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -189307.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189498.125000 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -189498.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189663.812500 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -189663.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189775.296875 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -189775.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189870.859375 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -189870.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189950.953125 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -189951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -190006.687500 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -190006.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -190052.703125 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -190052.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190080.703125 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -190080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -190104.046875 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -190104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -190127.875000 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -190127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -190140.125000 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -190140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190149.578125 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -190149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -190158.343750 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -190158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -190160.859375 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -190160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -190163.718750 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -190163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190166.937500 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -190166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190168.609375 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -190168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190168.796875 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -190168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190168.796875 Penalty: 3664.303711
	Iteration 23F: 3 clusters Score -190168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Entering Unmasked Estep 
Score: -19959760.000000 Penalty: 2969.313232
	Iteration 0F: 2 clusters Score -1.995976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -19856598.000000 Penalty: 5938.626465
	Iteration 0F: 3 clusters Score -1.98566e+07 nChanged 76121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -19900792.000000 Penalty: 5938.626465
	Iteration 1F: 3 clusters Score -1.990079e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -19901556.000000 Penalty: 5938.626465
	Iteration 2Q: 3 clusters Score -1.990156e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -19902840.000000 Penalty: 5938.626465
	Iteration 3Q: 3 clusters Score -1.990284e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -19904428.000000 Penalty: 5938.626465
	Iteration 4Q: 3 clusters Score -1.990443e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -19907056.000000 Penalty: 5938.626465
	Iteration 5Q: 3 clusters Score -1.990706e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -19911576.000000 Penalty: 5938.626465
	Iteration 6F: 3 clusters Score -1.991158e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 113118 members 
Entering Unmasked Estep 
Score: -19918616.000000 Penalty: 5938.626465
	Iteration 7F: 3 clusters Score -1.991862e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -19929082.000000 Penalty: 5938.626465
	Iteration 8F: 3 clusters Score -1.992908e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 138208 members 
Entering Unmasked Estep 
Score: -19940810.000000 Penalty: 5938.626465
	Iteration 9F: 3 clusters Score -1.994081e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -19949994.000000 Penalty: 5938.626465
	Iteration 10F: 3 clusters Score -1.994999e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -19954406.000000 Penalty: 5938.626465
	Iteration 11Q: 3 clusters Score -1.995441e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 156464 members 
Entering Unmasked Estep 
Score: -19955946.000000 Penalty: 5938.626465
	Iteration 12Q: 3 clusters Score -1.995595e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -19956666.000000 Penalty: 5938.626465
	Iteration 13Q: 3 clusters Score -1.995667e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -19956870.000000 Penalty: 5938.626465
	Iteration 14Q: 3 clusters Score -1.995687e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -19956970.000000 Penalty: 5938.626465
	Iteration 15Q: 3 clusters Score -1.995697e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -19957048.000000 Penalty: 5938.626465
	Iteration 16Q: 3 clusters Score -1.995705e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -19957082.000000 Penalty: 5938.626465
	Iteration 17Q: 3 clusters Score -1.995708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -19957150.000000 Penalty: 5938.626465
	Iteration 18Q: 3 clusters Score -1.995715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -19957150.000000 Penalty: 5938.626465
	Iteration 19Q: 3 clusters Score -1.995715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 158087 members 
Entering Unmasked Estep 
Score: -19957162.000000 Penalty: 5938.626465
	Iteration 20F: 3 clusters Score -1.995716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -19957166.000000 Penalty: 5938.626465
	Iteration 21Q: 3 clusters Score -1.995717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -19957168.000000 Penalty: 5938.626465
	Iteration 22Q: 3 clusters Score -1.995717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -19957174.000000 Penalty: 5938.626465
	Iteration 23Q: 3 clusters Score -1.995717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -19957174.000000 Penalty: 5938.626465
	Iteration 24F: 3 clusters Score -1.995717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 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 147 members 
Entering Unmasked Estep 
Score: -27933.197266 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27933.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28041.000000 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28067.738281 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28067.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28082.103516 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28114.191406 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28114.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28130.011719 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28130.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28158.341797 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28158.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28208.500000 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28208.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28255.330078 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28255.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28295.822266 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -28295.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28316.802734 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -28316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28340.251953 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -28340.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28340.251953 Penalty: 2820.739746
	Iteration 12F: 3 clusters Score -28340.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Entering Unmasked Estep 
Score: -19821972.000000 Penalty: 2966.971191
	Iteration 0F: 2 clusters Score -1.982197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -19719862.000000 Penalty: 5933.942383
	Iteration 0F: 3 clusters Score -1.971986e+07 nChanged 75199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -19763938.000000 Penalty: 5933.942383
	Iteration 1F: 3 clusters Score -1.976394e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -19765534.000000 Penalty: 5933.942383
	Iteration 2Q: 3 clusters Score -1.976553e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -19767688.000000 Penalty: 5933.942383
	Iteration 3Q: 3 clusters Score -1.976769e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88479 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -19771132.000000 Penalty: 5933.942383
	Iteration 4Q: 3 clusters Score -1.977113e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -19775728.000000 Penalty: 5933.942383
	Iteration 5F: 3 clusters Score -1.977573e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -19782308.000000 Penalty: 5933.942383
	Iteration 6F: 3 clusters Score -1.978231e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -19789450.000000 Penalty: 5933.942383
	Iteration 7F: 3 clusters Score -1.978945e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -19796110.000000 Penalty: 5933.942383
	Iteration 8F: 3 clusters Score -1.979611e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -19800422.000000 Penalty: 5933.942383
	Iteration 9F: 3 clusters Score -1.980042e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -19802272.000000 Penalty: 5933.942383
	Iteration 10Q: 3 clusters Score -1.980227e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -19803040.000000 Penalty: 5933.942383
	Iteration 11Q: 3 clusters Score -1.980304e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -19803412.000000 Penalty: 5933.942383
	Iteration 12Q: 3 clusters Score -1.980341e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -19803912.000000 Penalty: 5933.942383
	Iteration 13Q: 3 clusters Score -1.980391e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -19804302.000000 Penalty: 5933.942383
	Iteration 14Q: 3 clusters Score -1.98043e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -19804698.000000 Penalty: 5933.942383
	Iteration 15Q: 3 clusters Score -1.98047e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113072 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -19805086.000000 Penalty: 5933.942383
	Iteration 16Q: 3 clusters Score -1.980509e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -19805456.000000 Penalty: 5933.942383
	Iteration 17Q: 3 clusters Score -1.980546e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116518 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -19806094.000000 Penalty: 5933.942383
	Iteration 18Q: 3 clusters Score -1.980609e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118358 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -19806640.000000 Penalty: 5933.942383
	Iteration 19Q: 3 clusters Score -1.980664e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -19807380.000000 Penalty: 5933.942383
	Iteration 20F: 3 clusters Score -1.980738e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -19808056.000000 Penalty: 5933.942383
	Iteration 21Q: 3 clusters Score -1.980806e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -19808636.000000 Penalty: 5933.942383
	Iteration 22Q: 3 clusters Score -1.980864e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -19809312.000000 Penalty: 5933.942383
	Iteration 23Q: 3 clusters Score -1.980931e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -19809990.000000 Penalty: 5933.942383
	Iteration 24Q: 3 clusters Score -1.980999e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130621 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -19810724.000000 Penalty: 5933.942383
	Iteration 25Q: 3 clusters Score -1.981072e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -19811560.000000 Penalty: 5933.942383
	Iteration 26Q: 3 clusters Score -1.981156e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -19812394.000000 Penalty: 5933.942383
	Iteration 27Q: 3 clusters Score -1.981239e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -19813370.000000 Penalty: 5933.942383
	Iteration 28Q: 3 clusters Score -1.981337e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -19814314.000000 Penalty: 5933.942383
	Iteration 29Q: 3 clusters Score -1.981431e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141994 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -19815344.000000 Penalty: 5933.942383
	Iteration 30Q: 3 clusters Score -1.981534e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -19816168.000000 Penalty: 5933.942383
	Iteration 31Q: 3 clusters Score -1.981617e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146172 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -19816822.000000 Penalty: 5933.942383
	Iteration 32Q: 3 clusters Score -1.981682e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -19817460.000000 Penalty: 5933.942383
	Iteration 33Q: 3 clusters Score -1.981746e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -19817948.000000 Penalty: 5933.942383
	Iteration 34Q: 3 clusters Score -1.981795e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -19818344.000000 Penalty: 5933.942383
	Iteration 35Q: 3 clusters Score -1.981834e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -19818754.000000 Penalty: 5933.942383
	Iteration 36Q: 3 clusters Score -1.981875e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -19818998.000000 Penalty: 5933.942383
	Iteration 37Q: 3 clusters Score -1.9819e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -19819154.000000 Penalty: 5933.942383
	Iteration 38Q: 3 clusters Score -1.981915e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -19819232.000000 Penalty: 5933.942383
	Iteration 39Q: 3 clusters Score -1.981923e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19819328.000000 Penalty: 5933.942383
	Iteration 40F: 3 clusters Score -1.981933e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -19819454.000000 Penalty: 5933.942383
	Iteration 41Q: 3 clusters Score -1.981945e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -19819506.000000 Penalty: 5933.942383
	Iteration 42Q: 3 clusters Score -1.981951e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155019 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -19819512.000000 Penalty: 5933.942383
	Iteration 43Q: 3 clusters Score -1.981951e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19819554.000000 Penalty: 5933.942383
	Iteration 44Q: 3 clusters Score -1.981955e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19819578.000000 Penalty: 5933.942383
	Iteration 45Q: 3 clusters Score -1.981958e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19819594.000000 Penalty: 5933.942383
	Iteration 46Q: 3 clusters Score -1.981959e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -19819616.000000 Penalty: 5933.942383
	Iteration 47Q: 3 clusters Score -1.981962e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19819620.000000 Penalty: 5933.942383
	Iteration 48Q: 3 clusters Score -1.981962e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19819642.000000 Penalty: 5933.942383
	Iteration 49Q: 3 clusters Score -1.981964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19819644.000000 Penalty: 5933.942383
	Iteration 50Q: 3 clusters Score -1.981964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19819668.000000 Penalty: 5933.942383
	Iteration 51Q: 3 clusters Score -1.981967e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19819670.000000 Penalty: 5933.942383
	Iteration 52Q: 3 clusters Score -1.981967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19819664.000000 Penalty: 5933.942383
	Iteration 53Q: 3 clusters Score -1.981966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19819676.000000 Penalty: 5933.942383
	Iteration 54Q: 3 clusters Score -1.981968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -19819666.000000 Penalty: 5933.942383
	Iteration 55Q: 3 clusters Score -1.981967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19819668.000000 Penalty: 5933.942383
	Iteration 56Q: 3 clusters Score -1.981967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -19819654.000000 Penalty: 5933.942383
	Iteration 57Q: 3 clusters Score -1.981965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19819668.000000 Penalty: 5933.942383
	Iteration 58Q: 3 clusters Score -1.981967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155874 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -19819674.000000 Penalty: 5933.942383
	Iteration 59Q: 3 clusters Score -1.981967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19819672.000000 Penalty: 5933.942383
	Iteration 60F: 3 clusters Score -1.981967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19819668.000000 Penalty: 5933.942383
	Iteration 61Q: 3 clusters Score -1.981967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19819686.000000 Penalty: 5933.942383
	Iteration 62Q: 3 clusters Score -1.981969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19819674.000000 Penalty: 5933.942383
	Iteration 63Q: 3 clusters Score -1.981967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19819676.000000 Penalty: 5933.942383
	Iteration 64Q: 3 clusters Score -1.981968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19819688.000000 Penalty: 5933.942383
	Iteration 65Q: 3 clusters Score -1.981969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19819702.000000 Penalty: 5933.942383
	Iteration 66Q: 3 clusters Score -1.98197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -19819696.000000 Penalty: 5933.942383
	Iteration 67Q: 3 clusters Score -1.98197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19819700.000000 Penalty: 5933.942383
	Iteration 68Q: 3 clusters Score -1.98197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155929 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19819714.000000 Penalty: 5933.942383
	Iteration 69Q: 3 clusters Score -1.981971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -19819716.000000 Penalty: 5933.942383
	Iteration 70Q: 3 clusters Score -1.981972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -19819692.000000 Penalty: 5933.942383
	Iteration 71Q: 3 clusters Score -1.981969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19819690.000000 Penalty: 5933.942383
	Iteration 72Q: 3 clusters Score -1.981969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155946 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19819704.000000 Penalty: 5933.942383
	Iteration 73Q: 3 clusters Score -1.98197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -19819688.000000 Penalty: 5933.942383
	Iteration 74Q: 3 clusters Score -1.981969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19819704.000000 Penalty: 5933.942383
	Iteration 75Q: 3 clusters Score -1.98197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19819700.000000 Penalty: 5933.942383
	Iteration 76Q: 3 clusters Score -1.98197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19819696.000000 Penalty: 5933.942383
	Iteration 77Q: 3 clusters Score -1.98197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19819696.000000 Penalty: 5933.942383
	Iteration 78Q: 3 clusters Score -1.98197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19819710.000000 Penalty: 5933.942383
	Iteration 79Q: 3 clusters Score -1.981971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19819706.000000 Penalty: 5933.942383
	Iteration 80F: 3 clusters Score -1.981971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19819700.000000 Penalty: 5933.942383
	Iteration 81Q: 3 clusters Score -1.98197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19819700.000000 Penalty: 5933.942383
	Iteration 82Q: 3 clusters Score -1.98197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19819700.000000 Penalty: 5933.942383
	Iteration 83F: 3 clusters Score -1.98197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -898420.187500 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -898420.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -892308.312500 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -892308.3 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -893870.437500 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -893870.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -894114.250000 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -894114.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -894327.500000 Penalty: 4427.815918
	Iteration 3Q: 3 clusters Score -894327.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -894530.250000 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -894530.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -894800.375000 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -894800.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -895147.312500 Penalty: 4427.815918
	Iteration 6F: 3 clusters Score -895147.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -895556.687500 Penalty: 4427.815918
	Iteration 7F: 3 clusters Score -895556.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -895994.687500 Penalty: 4427.815918
	Iteration 8F: 3 clusters Score -895994.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -896383.562500 Penalty: 4427.815918
	Iteration 9F: 3 clusters Score -896383.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -896668.875000 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -896668.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -896821.437500 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -896821.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -896929.250000 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -896929.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -896995.125000 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -896995.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -897043.750000 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -897043.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -897076.687500 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -897076.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -897102.750000 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -897102.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -897123.500000 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -897123.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -897129.812500 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -897129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -897132.937500 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -897132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -897136.437500 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -897136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -897140.812500 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -897140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -897141.687500 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -897141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -897142.562500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -897142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -897142.562500 Penalty: 4427.815918
	Iteration 24F: 3 clusters Score -897142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -144218.546875 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -144218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142173.718750 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -142173.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -143326.796875 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -143326.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143895.484375 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -143895.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144298.328125 Penalty: 3580.579346
	Iteration 3F: 3 clusters Score -144298.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -144722.093750 Penalty: 3580.579346
	Iteration 4Q: 3 clusters Score -144722.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -145037.062500 Penalty: 3580.579346
	Iteration 5Q: 3 clusters Score -145037.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -145403.750000 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -145403.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -145632.500000 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -145632.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146225.343750 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -146225.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146612.625000 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -146612.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -146911.171875 Penalty: 3580.579346
	Iteration 10Q: 3 clusters Score -146911.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -147301.546875 Penalty: 3580.579346
	Iteration 11Q: 3 clusters Score -147301.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147514.250000 Penalty: 3580.579346
	Iteration 12Q: 3 clusters Score -147514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147574.359375 Penalty: 3580.579346
	Iteration 13Q: 3 clusters Score -147574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147693.484375 Penalty: 3580.579346
	Iteration 14Q: 3 clusters Score -147693.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147815.531250 Penalty: 3580.579346
	Iteration 15Q: 3 clusters Score -147815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -147923.546875 Penalty: 3580.579346
	Iteration 16Q: 3 clusters Score -147923.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148051.343750 Penalty: 3580.579346
	Iteration 17Q: 3 clusters Score -148051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -148303.500000 Penalty: 3580.579346
	Iteration 18Q: 3 clusters Score -148303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149050.718750 Penalty: 3580.579346
	Iteration 19Q: 3 clusters Score -149050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149030.843750 Penalty: 3580.579346
	Iteration 20F: 3 clusters Score -149030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69352 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172842 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 158425 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156936 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 590 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 200863 members 
Entering Unmasked Estep 
Score: -105733400.000000 Penalty: 60983.355469
Splitting cluster 13 changes total score from -105730064.000000 to -105733400.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 14 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -30464.019531 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -30464.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29161.728516 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -29161.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29359.470703 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -29359.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29431.427734 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -29431.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29477.849609 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -29477.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29580.324219 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -29580.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29765.242188 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -29765.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29875.421875 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -29875.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29907.123047 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -29907.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29939.416016 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -29939.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29953.878906 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -29953.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29957.964844 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -29957.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29957.964844 Penalty: 2864.177490
	Iteration 11F: 3 clusters Score -29957.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -321398.968750 Penalty: 1940.164917
	Iteration 0F: 2 clusters Score -321399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -318405.906250 Penalty: 3880.329834
	Iteration 0F: 3 clusters Score -318405.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -318941.187500 Penalty: 3880.329834
	Iteration 1F: 3 clusters Score -318941.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -319098.218750 Penalty: 3880.329834
	Iteration 2F: 3 clusters Score -319098.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -319186.500000 Penalty: 3880.329834
	Iteration 3Q: 3 clusters Score -319186.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -319256.843750 Penalty: 3880.329834
	Iteration 4Q: 3 clusters Score -319256.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -319307.968750 Penalty: 3880.329834
	Iteration 5Q: 3 clusters Score -319308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -319346.343750 Penalty: 3880.329834
	Iteration 6Q: 3 clusters Score -319346.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -319376.281250 Penalty: 3880.329834
	Iteration 7Q: 3 clusters Score -319376.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -319398.656250 Penalty: 3880.329834
	Iteration 8Q: 3 clusters Score -319398.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -319417.906250 Penalty: 3880.329834
	Iteration 9Q: 3 clusters Score -319417.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -319431.968750 Penalty: 3880.329834
	Iteration 10Q: 3 clusters Score -319432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -319450.031250 Penalty: 3880.329834
	Iteration 11Q: 3 clusters Score -319450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -319467.937500 Penalty: 3880.329834
	Iteration 12Q: 3 clusters Score -319467.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -319483.843750 Penalty: 3880.329834
	Iteration 13Q: 3 clusters Score -319483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -319498.562500 Penalty: 3880.329834
	Iteration 14Q: 3 clusters Score -319498.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -319510.031250 Penalty: 3880.329834
	Iteration 15Q: 3 clusters Score -319510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -319518.062500 Penalty: 3880.329834
	Iteration 16Q: 3 clusters Score -319518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -319526.625000 Penalty: 3880.329834
	Iteration 17Q: 3 clusters Score -319526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319533.187500 Penalty: 3880.329834
	Iteration 18Q: 3 clusters Score -319533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319536.250000 Penalty: 3880.329834
	Iteration 19Q: 3 clusters Score -319536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319539.218750 Penalty: 3880.329834
	Iteration 20F: 3 clusters Score -319539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -319544.156250 Penalty: 3880.329834
	Iteration 21Q: 3 clusters Score -319544.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -319552.906250 Penalty: 3880.329834
	Iteration 22Q: 3 clusters Score -319552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -319562.437500 Penalty: 3880.329834
	Iteration 23Q: 3 clusters Score -319562.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -319568.687500 Penalty: 3880.329834
	Iteration 24Q: 3 clusters Score -319568.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -319571.156250 Penalty: 3880.329834
	Iteration 25Q: 3 clusters Score -319571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -319576.312500 Penalty: 3880.329834
	Iteration 26Q: 3 clusters Score -319576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319579.812500 Penalty: 3880.329834
	Iteration 27Q: 3 clusters Score -319579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -319581.812500 Penalty: 3880.329834
	Iteration 28Q: 3 clusters Score -319581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319583.437500 Penalty: 3880.329834
	Iteration 29Q: 3 clusters Score -319583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319585.687500 Penalty: 3880.329834
	Iteration 30Q: 3 clusters Score -319585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319588.343750 Penalty: 3880.329834
	Iteration 31Q: 3 clusters Score -319588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319591.062500 Penalty: 3880.329834
	Iteration 32Q: 3 clusters Score -319591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -319593.687500 Penalty: 3880.329834
	Iteration 33Q: 3 clusters Score -319593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -319596.125000 Penalty: 3880.329834
	Iteration 34Q: 3 clusters Score -319596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -319598.968750 Penalty: 3880.329834
	Iteration 35Q: 3 clusters Score -319599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -319602.562500 Penalty: 3880.329834
	Iteration 36Q: 3 clusters Score -319602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -319606.968750 Penalty: 3880.329834
	Iteration 37Q: 3 clusters Score -319607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -319608.781250 Penalty: 3880.329834
	Iteration 38Q: 3 clusters Score -319608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -319609.062500 Penalty: 3880.329834
	Iteration 39Q: 3 clusters Score -319609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -319609.062500 Penalty: 3880.329834
	Iteration 40F: 3 clusters Score -319609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41323.199219 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41323.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41445.527344 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41445.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41479.691406 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41479.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41485.183594 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41485.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41485.183594 Penalty: 2923.623779
	Iteration 4F: 3 clusters Score -41485.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200863 members 
Entering Unmasked Estep 
Score: -25153938.000000 Penalty: 3028.173828
	Iteration 0F: 2 clusters Score -2.515394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -25026910.000000 Penalty: 6056.347656
	Iteration 0F: 3 clusters Score -2.502691e+07 nChanged 96491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -25083290.000000 Penalty: 6056.347656
	Iteration 1F: 3 clusters Score -2.508329e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -25085076.000000 Penalty: 6056.347656
	Iteration 2Q: 3 clusters Score -2.508508e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -25088282.000000 Penalty: 6056.347656
	Iteration 3Q: 3 clusters Score -2.508828e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121196 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -25094090.000000 Penalty: 6056.347656
	Iteration 4F: 3 clusters Score -2.509409e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131887 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -25103706.000000 Penalty: 6056.347656
	Iteration 5F: 3 clusters Score -2.510371e+07 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -25117608.000000 Penalty: 6056.347656
	Iteration 6F: 3 clusters Score -2.511761e+07 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -25133924.000000 Penalty: 6056.347656
	Iteration 7F: 3 clusters Score -2.513392e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -25146808.000000 Penalty: 6056.347656
	Iteration 8F: 3 clusters Score -2.514681e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166867 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -25152202.000000 Penalty: 6056.347656
	Iteration 9Q: 3 clusters Score -2.51522e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -25153936.000000 Penalty: 6056.347656
	Iteration 10Q: 3 clusters Score -2.515394e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -25154770.000000 Penalty: 6056.347656
	Iteration 11Q: 3 clusters Score -2.515477e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -25155090.000000 Penalty: 6056.347656
	Iteration 12Q: 3 clusters Score -2.515509e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -25155426.000000 Penalty: 6056.347656
	Iteration 13Q: 3 clusters Score -2.515543e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174013 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -25155630.000000 Penalty: 6056.347656
	Iteration 14Q: 3 clusters Score -2.515563e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174924 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -25155742.000000 Penalty: 6056.347656
	Iteration 15Q: 3 clusters Score -2.515574e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -25155784.000000 Penalty: 6056.347656
	Iteration 16Q: 3 clusters Score -2.515578e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -25155690.000000 Penalty: 6056.347656
	Iteration 17Q: 3 clusters Score -2.515569e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -25155688.000000 Penalty: 6056.347656
	Iteration 18Q: 3 clusters Score -2.515569e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -25155730.000000 Penalty: 6056.347656
	Iteration 19Q: 3 clusters Score -2.515573e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -25155642.000000 Penalty: 6056.347656
	Iteration 20F: 3 clusters Score -2.515564e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178983 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -25155634.000000 Penalty: 6056.347656
	Iteration 21Q: 3 clusters Score -2.515563e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -25155596.000000 Penalty: 6056.347656
	Iteration 22Q: 3 clusters Score -2.51556e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179995 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -25155472.000000 Penalty: 6056.347656
	Iteration 23Q: 3 clusters Score -2.515547e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -25155398.000000 Penalty: 6056.347656
	Iteration 24Q: 3 clusters Score -2.51554e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -25155352.000000 Penalty: 6056.347656
	Iteration 25Q: 3 clusters Score -2.515535e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181485 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -25155318.000000 Penalty: 6056.347656
	Iteration 26Q: 3 clusters Score -2.515532e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -25155274.000000 Penalty: 6056.347656
	Iteration 27Q: 3 clusters Score -2.515527e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182398 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -25155232.000000 Penalty: 6056.347656
	Iteration 28Q: 3 clusters Score -2.515523e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -25155192.000000 Penalty: 6056.347656
	Iteration 29Q: 3 clusters Score -2.515519e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -25155058.000000 Penalty: 6056.347656
	Iteration 30Q: 3 clusters Score -2.515506e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -25155056.000000 Penalty: 6056.347656
	Iteration 31Q: 3 clusters Score -2.515506e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183595 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -25155008.000000 Penalty: 6056.347656
	Iteration 32Q: 3 clusters Score -2.515501e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -25154978.000000 Penalty: 6056.347656
	Iteration 33Q: 3 clusters Score -2.515498e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -25154906.000000 Penalty: 6056.347656
	Iteration 34Q: 3 clusters Score -2.515491e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184369 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -25154882.000000 Penalty: 6056.347656
	Iteration 35Q: 3 clusters Score -2.515488e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -25154798.000000 Penalty: 6056.347656
	Iteration 36Q: 3 clusters Score -2.51548e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -25154742.000000 Penalty: 6056.347656
	Iteration 37Q: 3 clusters Score -2.515474e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185047 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -25154724.000000 Penalty: 6056.347656
	Iteration 38Q: 3 clusters Score -2.515472e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185268 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -25154684.000000 Penalty: 6056.347656
	Iteration 39Q: 3 clusters Score -2.515468e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185465 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -25154720.000000 Penalty: 6056.347656
	Iteration 40F: 3 clusters Score -2.515472e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185667 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -25154682.000000 Penalty: 6056.347656
	Iteration 41Q: 3 clusters Score -2.515468e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185857 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -25154678.000000 Penalty: 6056.347656
	Iteration 42Q: 3 clusters Score -2.515468e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186037 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -25154640.000000 Penalty: 6056.347656
	Iteration 43Q: 3 clusters Score -2.515464e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186211 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -25154638.000000 Penalty: 6056.347656
	Iteration 44Q: 3 clusters Score -2.515464e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186356 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -25154656.000000 Penalty: 6056.347656
	Iteration 45Q: 3 clusters Score -2.515466e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -25154662.000000 Penalty: 6056.347656
	Iteration 46Q: 3 clusters Score -2.515466e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186604 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -25154630.000000 Penalty: 6056.347656
	Iteration 47Q: 3 clusters Score -2.515463e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -25154632.000000 Penalty: 6056.347656
	Iteration 48Q: 3 clusters Score -2.515463e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -25154678.000000 Penalty: 6056.347656
	Iteration 49Q: 3 clusters Score -2.515468e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186965 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -25154626.000000 Penalty: 6056.347656
	Iteration 50Q: 3 clusters Score -2.515463e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187085 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -25154592.000000 Penalty: 6056.347656
	Iteration 51Q: 3 clusters Score -2.515459e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187197 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -25154612.000000 Penalty: 6056.347656
	Iteration 52Q: 3 clusters Score -2.515461e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187304 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -25154584.000000 Penalty: 6056.347656
	Iteration 53Q: 3 clusters Score -2.515458e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -25154542.000000 Penalty: 6056.347656
	Iteration 54Q: 3 clusters Score -2.515454e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187517 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -25154600.000000 Penalty: 6056.347656
	Iteration 55Q: 3 clusters Score -2.51546e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -25154538.000000 Penalty: 6056.347656
	Iteration 56Q: 3 clusters Score -2.515454e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187705 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -25154566.000000 Penalty: 6056.347656
	Iteration 57Q: 3 clusters Score -2.515457e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187781 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -25154580.000000 Penalty: 6056.347656
	Iteration 58Q: 3 clusters Score -2.515458e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187859 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -25154572.000000 Penalty: 6056.347656
	Iteration 59Q: 3 clusters Score -2.515457e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -25154548.000000 Penalty: 6056.347656
	Iteration 60F: 3 clusters Score -2.515455e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -25154528.000000 Penalty: 6056.347656
	Iteration 61Q: 3 clusters Score -2.515453e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188102 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -25154502.000000 Penalty: 6056.347656
	Iteration 62Q: 3 clusters Score -2.51545e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188176 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -25154470.000000 Penalty: 6056.347656
	Iteration 63Q: 3 clusters Score -2.515447e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188258 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -25154464.000000 Penalty: 6056.347656
	Iteration 64Q: 3 clusters Score -2.515446e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188333 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -25154452.000000 Penalty: 6056.347656
	Iteration 65Q: 3 clusters Score -2.515445e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188416 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -25154426.000000 Penalty: 6056.347656
	Iteration 66Q: 3 clusters Score -2.515443e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188502 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -25154426.000000 Penalty: 6056.347656
	Iteration 67Q: 3 clusters Score -2.515443e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -25154408.000000 Penalty: 6056.347656
	Iteration 68Q: 3 clusters Score -2.515441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188634 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -25154370.000000 Penalty: 6056.347656
	Iteration 69Q: 3 clusters Score -2.515437e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188677 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -25154378.000000 Penalty: 6056.347656
	Iteration 70Q: 3 clusters Score -2.515438e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188724 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -25154406.000000 Penalty: 6056.347656
	Iteration 71Q: 3 clusters Score -2.515441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188758 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -25154388.000000 Penalty: 6056.347656
	Iteration 72Q: 3 clusters Score -2.515439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188787 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -25154402.000000 Penalty: 6056.347656
	Iteration 73Q: 3 clusters Score -2.51544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188812 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -25154396.000000 Penalty: 6056.347656
	Iteration 74Q: 3 clusters Score -2.51544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188832 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -25154390.000000 Penalty: 6056.347656
	Iteration 75Q: 3 clusters Score -2.515439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188854 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -25154396.000000 Penalty: 6056.347656
	Iteration 76Q: 3 clusters Score -2.51544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188877 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -25154394.000000 Penalty: 6056.347656
	Iteration 77Q: 3 clusters Score -2.515439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188899 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -25154384.000000 Penalty: 6056.347656
	Iteration 78Q: 3 clusters Score -2.515438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188920 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -25154390.000000 Penalty: 6056.347656
	Iteration 79Q: 3 clusters Score -2.515439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -25154410.000000 Penalty: 6056.347656
	Iteration 80F: 3 clusters Score -2.515441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188961 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -25154344.000000 Penalty: 6056.347656
	Iteration 81Q: 3 clusters Score -2.515434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -25154390.000000 Penalty: 6056.347656
	Iteration 82Q: 3 clusters Score -2.515439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -25154382.000000 Penalty: 6056.347656
	Iteration 83Q: 3 clusters Score -2.515438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189018 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -25154384.000000 Penalty: 6056.347656
	Iteration 84Q: 3 clusters Score -2.515438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -25154356.000000 Penalty: 6056.347656
	Iteration 85Q: 3 clusters Score -2.515436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189054 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -25154342.000000 Penalty: 6056.347656
	Iteration 86Q: 3 clusters Score -2.515434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189080 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -25154334.000000 Penalty: 6056.347656
	Iteration 87Q: 3 clusters Score -2.515433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189094 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -25154336.000000 Penalty: 6056.347656
	Iteration 88Q: 3 clusters Score -2.515434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189104 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -25154336.000000 Penalty: 6056.347656
	Iteration 89Q: 3 clusters Score -2.515434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189114 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -25154330.000000 Penalty: 6056.347656
	Iteration 90Q: 3 clusters Score -2.515433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -25154320.000000 Penalty: 6056.347656
	Iteration 91Q: 3 clusters Score -2.515432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -25154328.000000 Penalty: 6056.347656
	Iteration 92Q: 3 clusters Score -2.515433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189129 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -25154334.000000 Penalty: 6056.347656
	Iteration 93Q: 3 clusters Score -2.515433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -25154330.000000 Penalty: 6056.347656
	Iteration 94Q: 3 clusters Score -2.515433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -25154336.000000 Penalty: 6056.347656
	Iteration 95Q: 3 clusters Score -2.515434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -25154320.000000 Penalty: 6056.347656
	Iteration 96Q: 3 clusters Score -2.515432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189163 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -25154322.000000 Penalty: 6056.347656
	Iteration 97Q: 3 clusters Score -2.515432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189172 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -25154322.000000 Penalty: 6056.347656
	Iteration 98Q: 3 clusters Score -2.515432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -25154322.000000 Penalty: 6056.347656
	Iteration 99Q: 3 clusters Score -2.515432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189191 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -25154316.000000 Penalty: 6056.347656
	Iteration 100F: 3 clusters Score -2.515432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -25154320.000000 Penalty: 6056.347656
	Iteration 101Q: 3 clusters Score -2.515432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189202 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -25154306.000000 Penalty: 6056.347656
	Iteration 102Q: 3 clusters Score -2.515431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -25154320.000000 Penalty: 6056.347656
	Iteration 103Q: 3 clusters Score -2.515432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -25154306.000000 Penalty: 6056.347656
	Iteration 104Q: 3 clusters Score -2.515431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -25154316.000000 Penalty: 6056.347656
	Iteration 105Q: 3 clusters Score -2.515432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -25154316.000000 Penalty: 6056.347656
	Iteration 106Q: 3 clusters Score -2.515432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -25154316.000000 Penalty: 6056.347656
	Iteration 107F: 3 clusters Score -2.515432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69352 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172842 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 158425 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156936 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 590 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 189209 members 
Entering Unmasked Estep 
Score: -105732872.000000 Penalty: 64371.320312
Splitting cluster 19 changes total score from -105730064.000000 to -105732872.000000
So it's getting split into cluster 17.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69352 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 172842 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 158425 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156936 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 189209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733952.000000 Penalty: 64371.320312
Iteration 119Q: 20 clusters Score -1.05734e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 68666 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 79679 members 
Mstep: Class 6 contains 678 members 
Mstep: Class 7 contains 173036 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 157909 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156366 members 
Mstep: Class 12 contains 7561 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 589 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 190005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735088.000000 Penalty: 64371.320312
Iteration 120F: 20 clusters Score -1.057351e+08 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 68000 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 79389 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 173139 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 157489 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155981 members 
Mstep: Class 12 contains 7610 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 12708 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 190881 members 
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Iteration 121Q: 20 clusters Score -1.057361e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 67348 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 79083 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173230 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 157146 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155741 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 597 members 
Mstep: Class 17 contains 13236 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 191730 members 
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Iteration 122Q: 20 clusters Score -1.057364e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66697 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 78732 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173322 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 156865 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155549 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 2629 members 
Mstep: Class 16 contains 599 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 192559 members 
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Iteration 123Q: 20 clusters Score -1.057367e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66070 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 78347 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173414 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 156674 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155404 members 
Mstep: Class 12 contains 7679 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 14260 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 193278 members 
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Iteration 124Q: 20 clusters Score -1.057368e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 65456 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 77970 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173462 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 156472 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155363 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 2688 members 
Mstep: Class 16 contains 603 members 
Mstep: Class 17 contains 14727 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 193967 members 
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Iteration 125Q: 20 clusters Score -1.057367e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64840 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 77598 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173467 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 156385 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155351 members 
Mstep: Class 12 contains 7695 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 15168 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 194567 members 
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Iteration 126Q: 20 clusters Score -1.05737e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64208 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1551 members 
Mstep: Class 5 contains 77275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173493 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 156352 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155355 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 195098 members 
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Iteration 127Q: 20 clusters Score -1.057371e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 63604 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 76946 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173570 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 156350 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155357 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 195565 members 
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Iteration 128Q: 20 clusters Score -1.057372e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 63019 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 76636 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173656 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 156383 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155376 members 
Mstep: Class 12 contains 7691 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 195934 members 
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Iteration 129Q: 20 clusters Score -1.057373e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 62482 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 76325 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173646 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 156469 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155434 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 16659 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 196271 members 
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Iteration 130Q: 20 clusters Score -1.057372e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 61994 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 76022 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173588 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 156593 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155510 members 
Mstep: Class 12 contains 7675 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 17038 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 196531 members 
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Iteration 131Q: 20 clusters Score -1.05737e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 61535 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 75725 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173603 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 156688 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155545 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 17409 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 196763 members 
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Iteration 132Q: 20 clusters Score -1.057371e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 61109 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 75443 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173574 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 156779 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155607 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2884 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 17736 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197015 members 
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Iteration 133Q: 20 clusters Score -1.05737e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 60690 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 75171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173564 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 156876 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155690 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 18072 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197206 members 
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Iteration 134Q: 20 clusters Score -1.057369e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 60286 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 74913 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173572 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 156966 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155766 members 
Mstep: Class 12 contains 7626 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2909 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 18405 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197374 members 
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Iteration 135Q: 20 clusters Score -1.057371e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 59903 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 74646 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173607 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 157042 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155827 members 
Mstep: Class 12 contains 7603 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 18752 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197514 members 
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Iteration 136Q: 20 clusters Score -1.057371e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 59521 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 74394 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173677 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 157113 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155863 members 
Mstep: Class 12 contains 7592 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 19082 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197638 members 
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Iteration 137Q: 20 clusters Score -1.057369e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 59166 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 74144 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173792 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 157174 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155870 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 19391 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197757 members 
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Iteration 138Q: 20 clusters Score -1.057368e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 58802 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 73894 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 173920 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 157222 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155868 members 
Mstep: Class 12 contains 7547 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 197916 members 
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Iteration 139Q: 20 clusters Score -1.057369e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 58445 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 73666 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174012 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 157251 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155909 members 
Mstep: Class 12 contains 7528 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 19969 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198061 members 
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Iteration 140F: 20 clusters Score -1.057368e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 58109 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 73454 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174048 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 157287 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155966 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2960 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 20216 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198243 members 
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Iteration 141Q: 20 clusters Score -1.057367e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57841 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 73236 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174087 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 157305 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156016 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 20485 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198353 members 
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Iteration 142Q: 20 clusters Score -1.057368e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57592 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 73036 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174147 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 157351 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156031 members 
Mstep: Class 12 contains 7495 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 20756 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198424 members 
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Iteration 143Q: 20 clusters Score -1.057368e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57351 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 72842 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174196 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 157373 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156052 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 21046 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198496 members 
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Iteration 144Q: 20 clusters Score -1.057368e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57108 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 72673 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174261 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 157403 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156048 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 21284 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198591 members 
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Iteration 145Q: 20 clusters Score -1.05737e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56885 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 72533 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174334 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 157442 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156034 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 21485 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198669 members 
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Iteration 146Q: 20 clusters Score -1.057373e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56685 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 72404 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174419 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 157500 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156021 members 
Mstep: Class 12 contains 7419 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 21671 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198702 members 
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Iteration 147Q: 20 clusters Score -1.057373e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56485 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 72275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174475 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157553 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 156016 members 
Mstep: Class 12 contains 7398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 21864 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198748 members 
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Iteration 148Q: 20 clusters Score -1.057373e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56295 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 72155 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174527 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157614 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155990 members 
Mstep: Class 12 contains 7382 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 22045 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198802 members 
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Iteration 149Q: 20 clusters Score -1.057373e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56110 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 72034 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174577 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 157661 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155970 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 22219 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737168.000000 Penalty: 64371.320312
Iteration 150Q: 20 clusters Score -1.057372e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55941 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 71936 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174627 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 157706 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155945 members 
Mstep: Class 12 contains 7327 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 22386 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737032.000000 Penalty: 64371.320312
Iteration 151Q: 20 clusters Score -1.05737e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55794 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 71842 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174694 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 157759 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155931 members 
Mstep: Class 12 contains 7300 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 22558 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737176.000000 Penalty: 64371.320312
Iteration 152Q: 20 clusters Score -1.057372e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55663 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 71725 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174727 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157809 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155900 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 22743 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737168.000000 Penalty: 64371.320312
Iteration 153Q: 20 clusters Score -1.057372e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55516 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 71604 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174787 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157833 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155882 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 22936 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737096.000000 Penalty: 64371.320312
Iteration 154Q: 20 clusters Score -1.057371e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55358 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71506 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174832 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157856 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155869 members 
Mstep: Class 12 contains 7240 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23098 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737048.000000 Penalty: 64371.320312
Iteration 155Q: 20 clusters Score -1.05737e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55219 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71418 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174878 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157850 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155876 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23284 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737120.000000 Penalty: 64371.320312
Iteration 156Q: 20 clusters Score -1.057371e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 55097 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71330 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174914 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157844 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155893 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23451 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737016.000000 Penalty: 64371.320312
Iteration 157Q: 20 clusters Score -1.05737e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54985 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71267 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 174964 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157824 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155899 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23593 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737000.000000 Penalty: 64371.320312
Iteration 158Q: 20 clusters Score -1.05737e+08 nChanged 799
Entering ConstructFrom: 
Score: -105737000.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148393.375000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -146262.781250 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146262.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -146561.406250 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146561.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -146637.593750 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146637.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -146695.031250 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -146695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146723.640625 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -146723.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -146738.578125 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -146738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146747.765625 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -146747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146751.281250 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -146751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146755.765625 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -146755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146759.578125 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -146759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146763.890625 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -146763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146765.593750 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -146765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146767.953125 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -146768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146768.656250 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -146768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -146770.375000 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -146770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146771.703125 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -146771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146773.703125 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -146773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -146774.500000 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -146774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146774.953125 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -146775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -146775.000000 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -146775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -146775.000000 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -146775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Entering Unmasked Estep 
Score: -6934489.500000 Penalty: 2706.336914
	Iteration 0F: 2 clusters Score -6934490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -6897788.000000 Penalty: 5412.673828
	Iteration 0F: 3 clusters Score -6897788 nChanged 25264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -6911635.500000 Penalty: 5412.673828
	Iteration 1F: 3 clusters Score -6911636 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6912235.500000 Penalty: 5412.673828
	Iteration 2Q: 3 clusters Score -6912236 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6912910.500000 Penalty: 5412.673828
	Iteration 3Q: 3 clusters Score -6912910 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -6913760.000000 Penalty: 5412.673828
	Iteration 4Q: 3 clusters Score -6913760 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6914854.000000 Penalty: 5412.673828
	Iteration 5Q: 3 clusters Score -6914854 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -6916537.000000 Penalty: 5412.673828
	Iteration 6F: 3 clusters Score -6916537 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6918910.500000 Penalty: 5412.673828
	Iteration 7F: 3 clusters Score -6918910 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -6921859.000000 Penalty: 5412.673828
	Iteration 8F: 3 clusters Score -6921859 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6924964.500000 Penalty: 5412.673828
	Iteration 9F: 3 clusters Score -6924964 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -6927753.500000 Penalty: 5412.673828
	Iteration 10F: 3 clusters Score -6927754 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6929690.500000 Penalty: 5412.673828
	Iteration 11Q: 3 clusters Score -6929690 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6930886.000000 Penalty: 5412.673828
	Iteration 12Q: 3 clusters Score -6930886 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6931540.500000 Penalty: 5412.673828
	Iteration 13Q: 3 clusters Score -6931540 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6931842.500000 Penalty: 5412.673828
	Iteration 14Q: 3 clusters Score -6931842 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6931982.000000 Penalty: 5412.673828
	Iteration 15Q: 3 clusters Score -6931982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6932056.500000 Penalty: 5412.673828
	Iteration 16Q: 3 clusters Score -6932056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6932092.000000 Penalty: 5412.673828
	Iteration 17Q: 3 clusters Score -6932092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6932110.500000 Penalty: 5412.673828
	Iteration 18Q: 3 clusters Score -6932110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6932117.000000 Penalty: 5412.673828
	Iteration 19Q: 3 clusters Score -6932117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6932119.500000 Penalty: 5412.673828
	Iteration 20F: 3 clusters Score -6932120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6932146.500000 Penalty: 5412.673828
	Iteration 21Q: 3 clusters Score -6932146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6932157.000000 Penalty: 5412.673828
	Iteration 22Q: 3 clusters Score -6932157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6932160.000000 Penalty: 5412.673828
	Iteration 23Q: 3 clusters Score -6932160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6932171.000000 Penalty: 5412.673828
	Iteration 24Q: 3 clusters Score -6932171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6932188.000000 Penalty: 5412.673828
	Iteration 25Q: 3 clusters Score -6932188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6932189.000000 Penalty: 5412.673828
	Iteration 26Q: 3 clusters Score -6932189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6932189.000000 Penalty: 5412.673828
	Iteration 27Q: 3 clusters Score -6932189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6932188.000000 Penalty: 5412.673828
	Iteration 28Q: 3 clusters Score -6932188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6932188.000000 Penalty: 5412.673828
	Iteration 29F: 3 clusters Score -6932188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -206490.921875 Penalty: 1857.235596
	Iteration 0F: 2 clusters Score -206490.9 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 856 members 
Entering Unmasked Estep 
Score: -204099.234375 Penalty: 3714.471191
	Iteration 0F: 3 clusters Score -204099.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -204686.843750 Penalty: 3714.471191
	Iteration 1F: 3 clusters Score -204686.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204990.625000 Penalty: 3714.471191
	Iteration 2F: 3 clusters Score -204990.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -205264.843750 Penalty: 3714.471191
	Iteration 3F: 3 clusters Score -205264.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -205567.859375 Penalty: 3714.471191
	Iteration 4F: 3 clusters Score -205567.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -205794.171875 Penalty: 3714.471191
	Iteration 5F: 3 clusters Score -205794.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -205968.265625 Penalty: 3714.471191
	Iteration 6F: 3 clusters Score -205968.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -206059.468750 Penalty: 3714.471191
	Iteration 7Q: 3 clusters Score -206059.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -206113.031250 Penalty: 3714.471191
	Iteration 8Q: 3 clusters Score -206113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -206159.218750 Penalty: 3714.471191
	Iteration 9Q: 3 clusters Score -206159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -206179.453125 Penalty: 3714.471191
	Iteration 10Q: 3 clusters Score -206179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -206186.578125 Penalty: 3714.471191
	Iteration 11Q: 3 clusters Score -206186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -206188.140625 Penalty: 3714.471191
	Iteration 12Q: 3 clusters Score -206188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -206190.703125 Penalty: 3714.471191
	Iteration 13Q: 3 clusters Score -206190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -206197.906250 Penalty: 3714.471191
	Iteration 14Q: 3 clusters Score -206197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -206203.484375 Penalty: 3714.471191
	Iteration 15Q: 3 clusters Score -206203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -206206.140625 Penalty: 3714.471191
	Iteration 16Q: 3 clusters Score -206206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -206206.140625 Penalty: 3714.471191
	Iteration 17F: 3 clusters Score -206206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -189519.812500 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -189519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187191.671875 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -187191.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187558.250000 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -187558.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187669.406250 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -187669.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -187741.640625 Penalty: 3640.088623
	Iteration 3Q: 3 clusters Score -187741.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -187783.093750 Penalty: 3640.088623
	Iteration 4Q: 3 clusters Score -187783.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -187810.281250 Penalty: 3640.088623
	Iteration 5Q: 3 clusters Score -187810.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -187823.140625 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -187823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -187829.671875 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -187829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -187835.750000 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -187835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187839.687500 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -187839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187841.515625 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -187841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187842.875000 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -187842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187844.359375 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -187844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187845.203125 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -187845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187845.203125 Penalty: 3640.088623
	Iteration 14F: 3 clusters Score -187845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (71196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Entering Unmasked Estep 
Score: -8683291.000000 Penalty: 2770.951660
	Iteration 0F: 2 clusters Score -8683291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -8635727.000000 Penalty: 5541.903320
	Iteration 0F: 3 clusters Score -8635727 nChanged 33163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8654353.000000 Penalty: 5541.903320
	Iteration 1F: 3 clusters Score -8654353 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -8654987.000000 Penalty: 5541.903320
	Iteration 2Q: 3 clusters Score -8654987 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -8655755.000000 Penalty: 5541.903320
	Iteration 3Q: 3 clusters Score -8655755 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8657227.000000 Penalty: 5541.903320
	Iteration 4Q: 3 clusters Score -8657227 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -8659820.000000 Penalty: 5541.903320
	Iteration 5F: 3 clusters Score -8659820 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -8664312.000000 Penalty: 5541.903320
	Iteration 6F: 3 clusters Score -8664312 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -8670650.000000 Penalty: 5541.903320
	Iteration 7F: 3 clusters Score -8670650 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -8676586.000000 Penalty: 5541.903320
	Iteration 8F: 3 clusters Score -8676586 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -8679545.000000 Penalty: 5541.903320
	Iteration 9Q: 3 clusters Score -8679545 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -8680387.000000 Penalty: 5541.903320
	Iteration 10Q: 3 clusters Score -8680387 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -8680648.000000 Penalty: 5541.903320
	Iteration 11Q: 3 clusters Score -8680648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -8680709.000000 Penalty: 5541.903320
	Iteration 12Q: 3 clusters Score -8680709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -8680759.000000 Penalty: 5541.903320
	Iteration 13Q: 3 clusters Score -8680759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -8680787.000000 Penalty: 5541.903320
	Iteration 14Q: 3 clusters Score -8680787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -8680802.000000 Penalty: 5541.903320
	Iteration 15Q: 3 clusters Score -8680802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -8680813.000000 Penalty: 5541.903320
	Iteration 16Q: 3 clusters Score -8680813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -8680819.000000 Penalty: 5541.903320
	Iteration 17Q: 3 clusters Score -8680819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -8680819.000000 Penalty: 5541.903320
	Iteration 18F: 3 clusters Score -8680819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 341 members 
Entering Unmasked Estep 
Score: -67327.609375 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67327.61 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67871.609375 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -67871.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68553.070312 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68553.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68868.507812 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68868.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69105.554688 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -69105.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69224.945312 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -69224.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69287.273438 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -69287.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69355.851562 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -69355.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69368.750000 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -69368.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69368.750000 Penalty: 3230.562256
	Iteration 9F: 3 clusters Score -69368.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54866 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71196 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 175042 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157759 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155917 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199111 members 
Mstep: Class 20 contains 211 members 
Entering Unmasked Estep 
Score: -105735640.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105737000.000000 to -105735640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (175042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Entering Unmasked Estep 
Score: -21937834.000000 Penalty: 2994.049805
	Iteration 0F: 2 clusters Score -2.193783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -21824370.000000 Penalty: 5988.099609
	Iteration 0F: 3 clusters Score -2.182437e+07 nChanged 84058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -21873144.000000 Penalty: 5988.099609
	Iteration 1F: 3 clusters Score -2.187314e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -21873874.000000 Penalty: 5988.099609
	Iteration 2Q: 3 clusters Score -2.187387e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
Score: -21874652.000000 Penalty: 5988.099609
	Iteration 3Q: 3 clusters Score -2.187465e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -21875602.000000 Penalty: 5988.099609
	Iteration 4Q: 3 clusters Score -2.18756e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -21876618.000000 Penalty: 5988.099609
	Iteration 5Q: 3 clusters Score -2.187662e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -21878058.000000 Penalty: 5988.099609
	Iteration 6Q: 3 clusters Score -2.187806e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -21880014.000000 Penalty: 5988.099609
	Iteration 7Q: 3 clusters Score -2.188001e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -21882940.000000 Penalty: 5988.099609
	Iteration 8Q: 3 clusters Score -2.188294e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -21888208.000000 Penalty: 5988.099609
	Iteration 9Q: 3 clusters Score -2.188821e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -21896238.000000 Penalty: 5988.099609
	Iteration 10F: 3 clusters Score -2.189624e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -21905302.000000 Penalty: 5988.099609
	Iteration 11F: 3 clusters Score -2.19053e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -21911676.000000 Penalty: 5988.099609
	Iteration 12F: 3 clusters Score -2.191168e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -21914206.000000 Penalty: 5988.099609
	Iteration 13Q: 3 clusters Score -2.191421e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -21914970.000000 Penalty: 5988.099609
	Iteration 14Q: 3 clusters Score -2.191497e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -21915616.000000 Penalty: 5988.099609
	Iteration 15Q: 3 clusters Score -2.191562e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -21915926.000000 Penalty: 5988.099609
	Iteration 16Q: 3 clusters Score -2.191593e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -21916280.000000 Penalty: 5988.099609
	Iteration 17Q: 3 clusters Score -2.191628e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -21916748.000000 Penalty: 5988.099609
	Iteration 18Q: 3 clusters Score -2.191675e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -21917246.000000 Penalty: 5988.099609
	Iteration 19Q: 3 clusters Score -2.191725e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -21917686.000000 Penalty: 5988.099609
	Iteration 20F: 3 clusters Score -2.191769e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -21918194.000000 Penalty: 5988.099609
	Iteration 21Q: 3 clusters Score -2.191819e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -21919040.000000 Penalty: 5988.099609
	Iteration 22Q: 3 clusters Score -2.191904e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -21919890.000000 Penalty: 5988.099609
	Iteration 23Q: 3 clusters Score -2.191989e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -21920768.000000 Penalty: 5988.099609
	Iteration 24Q: 3 clusters Score -2.192077e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -21921628.000000 Penalty: 5988.099609
	Iteration 25Q: 3 clusters Score -2.192163e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -21922398.000000 Penalty: 5988.099609
	Iteration 26Q: 3 clusters Score -2.19224e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -21923154.000000 Penalty: 5988.099609
	Iteration 27Q: 3 clusters Score -2.192315e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -21923802.000000 Penalty: 5988.099609
	Iteration 28Q: 3 clusters Score -2.19238e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
Score: -21924218.000000 Penalty: 5988.099609
	Iteration 29Q: 3 clusters Score -2.192422e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 118430 members 
Entering Unmasked Estep 
Score: -21924764.000000 Penalty: 5988.099609
	Iteration 30Q: 3 clusters Score -2.192476e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 120721 members 
Entering Unmasked Estep 
Score: -21925362.000000 Penalty: 5988.099609
	Iteration 31Q: 3 clusters Score -2.192536e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -21926092.000000 Penalty: 5988.099609
	Iteration 32Q: 3 clusters Score -2.192609e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -21926836.000000 Penalty: 5988.099609
	Iteration 33Q: 3 clusters Score -2.192684e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 127636 members 
Entering Unmasked Estep 
Score: -21927480.000000 Penalty: 5988.099609
	Iteration 34Q: 3 clusters Score -2.192748e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 130074 members 
Entering Unmasked Estep 
Score: -21928258.000000 Penalty: 5988.099609
	Iteration 35Q: 3 clusters Score -2.192826e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 132534 members 
Entering Unmasked Estep 
Score: -21929046.000000 Penalty: 5988.099609
	Iteration 36Q: 3 clusters Score -2.192905e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -21929776.000000 Penalty: 5988.099609
	Iteration 37Q: 3 clusters Score -2.192978e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 137441 members 
Entering Unmasked Estep 
Score: -21930552.000000 Penalty: 5988.099609
	Iteration 38Q: 3 clusters Score -2.193055e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -21931448.000000 Penalty: 5988.099609
	Iteration 39Q: 3 clusters Score -2.193145e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 142229 members 
Entering Unmasked Estep 
Score: -21932324.000000 Penalty: 5988.099609
	Iteration 40F: 3 clusters Score -2.193232e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 144603 members 
Entering Unmasked Estep 
Score: -21932986.000000 Penalty: 5988.099609
	Iteration 41Q: 3 clusters Score -2.193299e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 146777 members 
Entering Unmasked Estep 
Score: -21933726.000000 Penalty: 5988.099609
	Iteration 42Q: 3 clusters Score -2.193373e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 148887 members 
Entering Unmasked Estep 
Score: -21934256.000000 Penalty: 5988.099609
	Iteration 43Q: 3 clusters Score -2.193426e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 150834 members 
Entering Unmasked Estep 
Score: -21934868.000000 Penalty: 5988.099609
	Iteration 44Q: 3 clusters Score -2.193487e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -21935304.000000 Penalty: 5988.099609
	Iteration 45Q: 3 clusters Score -2.19353e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 154299 members 
Entering Unmasked Estep 
Score: -21935732.000000 Penalty: 5988.099609
	Iteration 46Q: 3 clusters Score -2.193573e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -21936084.000000 Penalty: 5988.099609
	Iteration 47Q: 3 clusters Score -2.193608e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 157261 members 
Entering Unmasked Estep 
Score: -21936394.000000 Penalty: 5988.099609
	Iteration 48Q: 3 clusters Score -2.193639e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -21936692.000000 Penalty: 5988.099609
	Iteration 49Q: 3 clusters Score -2.193669e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -21936862.000000 Penalty: 5988.099609
	Iteration 50Q: 3 clusters Score -2.193686e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -21936930.000000 Penalty: 5988.099609
	Iteration 51Q: 3 clusters Score -2.193693e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -21937090.000000 Penalty: 5988.099609
	Iteration 52Q: 3 clusters Score -2.193709e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 162705 members 
Entering Unmasked Estep 
Score: -21937028.000000 Penalty: 5988.099609
	Iteration 53Q: 3 clusters Score -2.193703e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -21937134.000000 Penalty: 5988.099609
	Iteration 54Q: 3 clusters Score -2.193713e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -21937184.000000 Penalty: 5988.099609
	Iteration 55Q: 3 clusters Score -2.193718e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -21937280.000000 Penalty: 5988.099609
	Iteration 56Q: 3 clusters Score -2.193728e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 165437 members 
Entering Unmasked Estep 
Score: -21937248.000000 Penalty: 5988.099609
	Iteration 57Q: 3 clusters Score -2.193725e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -21937250.000000 Penalty: 5988.099609
	Iteration 58Q: 3 clusters Score -2.193725e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -21937234.000000 Penalty: 5988.099609
	Iteration 59Q: 3 clusters Score -2.193723e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -21937232.000000 Penalty: 5988.099609
	Iteration 60F: 3 clusters Score -2.193723e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 167087 members 
Entering Unmasked Estep 
Score: -21937270.000000 Penalty: 5988.099609
	Iteration 61Q: 3 clusters Score -2.193727e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 167412 members 
Entering Unmasked Estep 
Score: -21937260.000000 Penalty: 5988.099609
	Iteration 62Q: 3 clusters Score -2.193726e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 167719 members 
Entering Unmasked Estep 
Score: -21937270.000000 Penalty: 5988.099609
	Iteration 63Q: 3 clusters Score -2.193727e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -21937264.000000 Penalty: 5988.099609
	Iteration 64Q: 3 clusters Score -2.193726e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -21937266.000000 Penalty: 5988.099609
	Iteration 65Q: 3 clusters Score -2.193727e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 168495 members 
Entering Unmasked Estep 
Score: -21937286.000000 Penalty: 5988.099609
	Iteration 66Q: 3 clusters Score -2.193729e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -21937256.000000 Penalty: 5988.099609
	Iteration 67Q: 3 clusters Score -2.193726e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 168862 members 
Entering Unmasked Estep 
Score: -21937212.000000 Penalty: 5988.099609
	Iteration 68Q: 3 clusters Score -2.193721e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -21937208.000000 Penalty: 5988.099609
	Iteration 69Q: 3 clusters Score -2.193721e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 169214 members 
Entering Unmasked Estep 
Score: -21937192.000000 Penalty: 5988.099609
	Iteration 70Q: 3 clusters Score -2.193719e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -21937168.000000 Penalty: 5988.099609
	Iteration 71Q: 3 clusters Score -2.193717e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -21937144.000000 Penalty: 5988.099609
	Iteration 72Q: 3 clusters Score -2.193714e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 169577 members 
Entering Unmasked Estep 
Score: -21937134.000000 Penalty: 5988.099609
	Iteration 73Q: 3 clusters Score -2.193713e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 169687 members 
Entering Unmasked Estep 
Score: -21937130.000000 Penalty: 5988.099609
	Iteration 74Q: 3 clusters Score -2.193713e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -21937112.000000 Penalty: 5988.099609
	Iteration 75Q: 3 clusters Score -2.193711e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -21937088.000000 Penalty: 5988.099609
	Iteration 76Q: 3 clusters Score -2.193709e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -21937068.000000 Penalty: 5988.099609
	Iteration 77Q: 3 clusters Score -2.193707e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -21937108.000000 Penalty: 5988.099609
	Iteration 78Q: 3 clusters Score -2.193711e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21937072.000000 Penalty: 5988.099609
	Iteration 79Q: 3 clusters Score -2.193707e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -21937070.000000 Penalty: 5988.099609
	Iteration 80F: 3 clusters Score -2.193707e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -21937048.000000 Penalty: 5988.099609
	Iteration 81Q: 3 clusters Score -2.193705e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -21937078.000000 Penalty: 5988.099609
	Iteration 82Q: 3 clusters Score -2.193708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -21937060.000000 Penalty: 5988.099609
	Iteration 83Q: 3 clusters Score -2.193706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -21937034.000000 Penalty: 5988.099609
	Iteration 84Q: 3 clusters Score -2.193703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 170474 members 
Entering Unmasked Estep 
Score: -21937054.000000 Penalty: 5988.099609
	Iteration 85Q: 3 clusters Score -2.193705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -21937072.000000 Penalty: 5988.099609
	Iteration 86Q: 3 clusters Score -2.193707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 170536 members 
Entering Unmasked Estep 
Score: -21937048.000000 Penalty: 5988.099609
	Iteration 87Q: 3 clusters Score -2.193705e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -21937072.000000 Penalty: 5988.099609
	Iteration 88Q: 3 clusters Score -2.193707e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -21937076.000000 Penalty: 5988.099609
	Iteration 89Q: 3 clusters Score -2.193708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -21937056.000000 Penalty: 5988.099609
	Iteration 90Q: 3 clusters Score -2.193706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 170684 members 
Entering Unmasked Estep 
Score: -21937040.000000 Penalty: 5988.099609
	Iteration 91Q: 3 clusters Score -2.193704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 170712 members 
Entering Unmasked Estep 
Score: -21937046.000000 Penalty: 5988.099609
	Iteration 92Q: 3 clusters Score -2.193705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 170737 members 
Entering Unmasked Estep 
Score: -21937044.000000 Penalty: 5988.099609
	Iteration 93Q: 3 clusters Score -2.193704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 170763 members 
Entering Unmasked Estep 
Score: -21937036.000000 Penalty: 5988.099609
	Iteration 94Q: 3 clusters Score -2.193704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 170789 members 
Entering Unmasked Estep 
Score: -21937036.000000 Penalty: 5988.099609
	Iteration 95Q: 3 clusters Score -2.193704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -21937000.000000 Penalty: 5988.099609
	Iteration 96Q: 3 clusters Score -2.1937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 170843 members 
Entering Unmasked Estep 
Score: -21936990.000000 Penalty: 5988.099609
	Iteration 97Q: 3 clusters Score -2.193699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -21936982.000000 Penalty: 5988.099609
	Iteration 98Q: 3 clusters Score -2.193698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -21936984.000000 Penalty: 5988.099609
	Iteration 99Q: 3 clusters Score -2.193698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 170900 members 
Entering Unmasked Estep 
Score: -21936980.000000 Penalty: 5988.099609
	Iteration 100F: 3 clusters Score -2.193698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 170915 members 
Entering Unmasked Estep 
Score: -21936988.000000 Penalty: 5988.099609
	Iteration 101Q: 3 clusters Score -2.193699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -21936980.000000 Penalty: 5988.099609
	Iteration 102Q: 3 clusters Score -2.193698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 170946 members 
Entering Unmasked Estep 
Score: -21936978.000000 Penalty: 5988.099609
	Iteration 103Q: 3 clusters Score -2.193698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 170956 members 
Entering Unmasked Estep 
Score: -21936972.000000 Penalty: 5988.099609
	Iteration 104Q: 3 clusters Score -2.193697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 170965 members 
Entering Unmasked Estep 
Score: -21936984.000000 Penalty: 5988.099609
	Iteration 105Q: 3 clusters Score -2.193698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -21936978.000000 Penalty: 5988.099609
	Iteration 106Q: 3 clusters Score -2.193698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -21936978.000000 Penalty: 5988.099609
	Iteration 107Q: 3 clusters Score -2.193698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 170980 members 
Entering Unmasked Estep 
Score: -21936972.000000 Penalty: 5988.099609
	Iteration 108Q: 3 clusters Score -2.193697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -21936968.000000 Penalty: 5988.099609
	Iteration 109Q: 3 clusters Score -2.193697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -21936966.000000 Penalty: 5988.099609
	Iteration 110Q: 3 clusters Score -2.193697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 170993 members 
Entering Unmasked Estep 
Score: -21936964.000000 Penalty: 5988.099609
	Iteration 111Q: 3 clusters Score -2.193696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -21936966.000000 Penalty: 5988.099609
	Iteration 112Q: 3 clusters Score -2.193697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -21936970.000000 Penalty: 5988.099609
	Iteration 113Q: 3 clusters Score -2.193697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -21936970.000000 Penalty: 5988.099609
	Iteration 114F: 3 clusters Score -2.193697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -184720.125000 Penalty: 1823.723145
	Iteration 0F: 2 clusters Score -184720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182384.234375 Penalty: 3647.446289
	Iteration 0F: 3 clusters Score -182384.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -182809.843750 Penalty: 3647.446289
	Iteration 1F: 3 clusters Score -182809.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182969.390625 Penalty: 3647.446289
	Iteration 2F: 3 clusters Score -182969.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183091.296875 Penalty: 3647.446289
	Iteration 3F: 3 clusters Score -183091.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183190.328125 Penalty: 3647.446289
	Iteration 4Q: 3 clusters Score -183190.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183277.031250 Penalty: 3647.446289
	Iteration 5Q: 3 clusters Score -183277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -183364.859375 Penalty: 3647.446289
	Iteration 6Q: 3 clusters Score -183364.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -183473.281250 Penalty: 3647.446289
	Iteration 7Q: 3 clusters Score -183473.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183592.406250 Penalty: 3647.446289
	Iteration 8Q: 3 clusters Score -183592.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183721.312500 Penalty: 3647.446289
	Iteration 9Q: 3 clusters Score -183721.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -183835.359375 Penalty: 3647.446289
	Iteration 10Q: 3 clusters Score -183835.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183947.312500 Penalty: 3647.446289
	Iteration 11Q: 3 clusters Score -183947.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -184066.515625 Penalty: 3647.446289
	Iteration 12Q: 3 clusters Score -184066.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -184159.812500 Penalty: 3647.446289
	Iteration 13Q: 3 clusters Score -184159.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184208.828125 Penalty: 3647.446289
	Iteration 14Q: 3 clusters Score -184208.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -184228.359375 Penalty: 3647.446289
	Iteration 15Q: 3 clusters Score -184228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -184242.750000 Penalty: 3647.446289
	Iteration 16Q: 3 clusters Score -184242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -184254.078125 Penalty: 3647.446289
	Iteration 17Q: 3 clusters Score -184254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -184260.953125 Penalty: 3647.446289
	Iteration 18Q: 3 clusters Score -184261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184263.578125 Penalty: 3647.446289
	Iteration 19Q: 3 clusters Score -184263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184276.875000 Penalty: 3647.446289
	Iteration 20F: 3 clusters Score -184276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184308.406250 Penalty: 3647.446289
	Iteration 21Q: 3 clusters Score -184308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184345.890625 Penalty: 3647.446289
	Iteration 22Q: 3 clusters Score -184345.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -184374.625000 Penalty: 3647.446289
	Iteration 23Q: 3 clusters Score -184374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -184386.015625 Penalty: 3647.446289
	Iteration 24Q: 3 clusters Score -184386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184390.781250 Penalty: 3647.446289
	Iteration 25Q: 3 clusters Score -184390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184391.640625 Penalty: 3647.446289
	Iteration 26Q: 3 clusters Score -184391.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184391.640625 Penalty: 3647.446289
	Iteration 27F: 3 clusters Score -184391.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Entering Unmasked Estep 
Score: -19883712.000000 Penalty: 2968.268311
	Iteration 0F: 2 clusters Score -1.988371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -19781232.000000 Penalty: 5936.536621
	Iteration 0F: 3 clusters Score -1.978123e+07 nChanged 75588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -19825832.000000 Penalty: 5936.536621
	Iteration 1F: 3 clusters Score -1.982583e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -19827260.000000 Penalty: 5936.536621
	Iteration 2Q: 3 clusters Score -1.982726e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -19829346.000000 Penalty: 5936.536621
	Iteration 3Q: 3 clusters Score -1.982935e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -19833074.000000 Penalty: 5936.536621
	Iteration 4Q: 3 clusters Score -1.983307e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -19838614.000000 Penalty: 5936.536621
	Iteration 5F: 3 clusters Score -1.983861e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -19847114.000000 Penalty: 5936.536621
	Iteration 6F: 3 clusters Score -1.984711e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -19857058.000000 Penalty: 5936.536621
	Iteration 7F: 3 clusters Score -1.985706e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 118708 members 
Entering Unmasked Estep 
Score: -19864902.000000 Penalty: 5936.536621
	Iteration 8F: 3 clusters Score -1.98649e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -19869320.000000 Penalty: 5936.536621
	Iteration 9Q: 3 clusters Score -1.986932e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 125710 members 
Entering Unmasked Estep 
Score: -19871554.000000 Penalty: 5936.536621
	Iteration 10Q: 3 clusters Score -1.987155e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 128366 members 
Entering Unmasked Estep 
Score: -19872970.000000 Penalty: 5936.536621
	Iteration 11Q: 3 clusters Score -1.987297e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 130915 members 
Entering Unmasked Estep 
Score: -19874170.000000 Penalty: 5936.536621
	Iteration 12Q: 3 clusters Score -1.987417e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -19875556.000000 Penalty: 5936.536621
	Iteration 13Q: 3 clusters Score -1.987556e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -19876798.000000 Penalty: 5936.536621
	Iteration 14Q: 3 clusters Score -1.98768e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 137715 members 
Entering Unmasked Estep 
Score: -19877862.000000 Penalty: 5936.536621
	Iteration 15Q: 3 clusters Score -1.987786e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -19878716.000000 Penalty: 5936.536621
	Iteration 16Q: 3 clusters Score -1.987872e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 141262 members 
Entering Unmasked Estep 
Score: -19879388.000000 Penalty: 5936.536621
	Iteration 17Q: 3 clusters Score -1.987939e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 142813 members 
Entering Unmasked Estep 
Score: -19880026.000000 Penalty: 5936.536621
	Iteration 18Q: 3 clusters Score -1.988003e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 144245 members 
Entering Unmasked Estep 
Score: -19880620.000000 Penalty: 5936.536621
	Iteration 19Q: 3 clusters Score -1.988062e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -19881112.000000 Penalty: 5936.536621
	Iteration 20F: 3 clusters Score -1.988111e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -19881500.000000 Penalty: 5936.536621
	Iteration 21Q: 3 clusters Score -1.98815e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -19881862.000000 Penalty: 5936.536621
	Iteration 22Q: 3 clusters Score -1.988186e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -19882070.000000 Penalty: 5936.536621
	Iteration 23Q: 3 clusters Score -1.988207e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -19882292.000000 Penalty: 5936.536621
	Iteration 24Q: 3 clusters Score -1.988229e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -19882356.000000 Penalty: 5936.536621
	Iteration 25Q: 3 clusters Score -1.988236e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 150907 members 
Entering Unmasked Estep 
Score: -19882502.000000 Penalty: 5936.536621
	Iteration 26Q: 3 clusters Score -1.98825e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 151440 members 
Entering Unmasked Estep 
Score: -19882524.000000 Penalty: 5936.536621
	Iteration 27Q: 3 clusters Score -1.988252e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 151968 members 
Entering Unmasked Estep 
Score: -19882574.000000 Penalty: 5936.536621
	Iteration 28Q: 3 clusters Score -1.988257e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 152434 members 
Entering Unmasked Estep 
Score: -19882550.000000 Penalty: 5936.536621
	Iteration 29Q: 3 clusters Score -1.988255e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 152821 members 
Entering Unmasked Estep 
Score: -19882564.000000 Penalty: 5936.536621
	Iteration 30Q: 3 clusters Score -1.988256e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 153133 members 
Entering Unmasked Estep 
Score: -19882558.000000 Penalty: 5936.536621
	Iteration 31Q: 3 clusters Score -1.988256e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -19882568.000000 Penalty: 5936.536621
	Iteration 32Q: 3 clusters Score -1.988257e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 153610 members 
Entering Unmasked Estep 
Score: -19882546.000000 Penalty: 5936.536621
	Iteration 33Q: 3 clusters Score -1.988255e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -19882528.000000 Penalty: 5936.536621
	Iteration 34Q: 3 clusters Score -1.988253e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -19882534.000000 Penalty: 5936.536621
	Iteration 35Q: 3 clusters Score -1.988253e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -19882574.000000 Penalty: 5936.536621
	Iteration 36Q: 3 clusters Score -1.988257e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -19882552.000000 Penalty: 5936.536621
	Iteration 37Q: 3 clusters Score -1.988255e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -19882532.000000 Penalty: 5936.536621
	Iteration 38Q: 3 clusters Score -1.988253e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -19882530.000000 Penalty: 5936.536621
	Iteration 39Q: 3 clusters Score -1.988253e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -19882524.000000 Penalty: 5936.536621
	Iteration 40F: 3 clusters Score -1.988252e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 154580 members 
Entering Unmasked Estep 
Score: -19882554.000000 Penalty: 5936.536621
	Iteration 41Q: 3 clusters Score -1.988255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 154636 members 
Entering Unmasked Estep 
Score: -19882578.000000 Penalty: 5936.536621
	Iteration 42Q: 3 clusters Score -1.988258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -19882598.000000 Penalty: 5936.536621
	Iteration 43Q: 3 clusters Score -1.98826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 154715 members 
Entering Unmasked Estep 
Score: -19882584.000000 Penalty: 5936.536621
	Iteration 44Q: 3 clusters Score -1.988258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 154750 members 
Entering Unmasked Estep 
Score: -19882574.000000 Penalty: 5936.536621
	Iteration 45Q: 3 clusters Score -1.988257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -19882552.000000 Penalty: 5936.536621
	Iteration 46Q: 3 clusters Score -1.988255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -19882526.000000 Penalty: 5936.536621
	Iteration 47Q: 3 clusters Score -1.988253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -19882518.000000 Penalty: 5936.536621
	Iteration 48Q: 3 clusters Score -1.988252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -19882522.000000 Penalty: 5936.536621
	Iteration 49Q: 3 clusters Score -1.988252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 154838 members 
Entering Unmasked Estep 
Score: -19882516.000000 Penalty: 5936.536621
	Iteration 50Q: 3 clusters Score -1.988252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 154849 members 
Entering Unmasked Estep 
Score: -19882522.000000 Penalty: 5936.536621
	Iteration 51Q: 3 clusters Score -1.988252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -19882502.000000 Penalty: 5936.536621
	Iteration 52Q: 3 clusters Score -1.98825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 154860 members 
Entering Unmasked Estep 
Score: -19882506.000000 Penalty: 5936.536621
	Iteration 53Q: 3 clusters Score -1.988251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -19882494.000000 Penalty: 5936.536621
	Iteration 54Q: 3 clusters Score -1.988249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -19882510.000000 Penalty: 5936.536621
	Iteration 55Q: 3 clusters Score -1.988251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -19882504.000000 Penalty: 5936.536621
	Iteration 56Q: 3 clusters Score -1.98825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -19882508.000000 Penalty: 5936.536621
	Iteration 57Q: 3 clusters Score -1.988251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -19882512.000000 Penalty: 5936.536621
	Iteration 58Q: 3 clusters Score -1.988251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -19882500.000000 Penalty: 5936.536621
	Iteration 59Q: 3 clusters Score -1.98825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -19882514.000000 Penalty: 5936.536621
	Iteration 60F: 3 clusters Score -1.988251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -19882508.000000 Penalty: 5936.536621
	Iteration 61Q: 3 clusters Score -1.988251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 154895 members 
Entering Unmasked Estep 
Score: -19882500.000000 Penalty: 5936.536621
	Iteration 62Q: 3 clusters Score -1.98825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -19882508.000000 Penalty: 5936.536621
	Iteration 63Q: 3 clusters Score -1.988251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -19882504.000000 Penalty: 5936.536621
	Iteration 64Q: 3 clusters Score -1.98825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -19882496.000000 Penalty: 5936.536621
	Iteration 65Q: 3 clusters Score -1.98825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -19882512.000000 Penalty: 5936.536621
	Iteration 66Q: 3 clusters Score -1.988251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -19882510.000000 Penalty: 5936.536621
	Iteration 67Q: 3 clusters Score -1.988251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 154908 members 
Entering Unmasked Estep 
Score: -19882502.000000 Penalty: 5936.536621
	Iteration 68Q: 3 clusters Score -1.98825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -19882504.000000 Penalty: 5936.536621
	Iteration 69Q: 3 clusters Score -1.98825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -19882500.000000 Penalty: 5936.536621
	Iteration 70Q: 3 clusters Score -1.98825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -19882500.000000 Penalty: 5936.536621
	Iteration 71Q: 3 clusters Score -1.98825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -19882500.000000 Penalty: 5936.536621
	Iteration 72F: 3 clusters Score -1.98825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 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 149 members 
Entering Unmasked Estep 
Score: -27864.185547 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27864.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28005.298828 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28005.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28064.355469 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28064.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28141.777344 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28141.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28167.978516 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28167.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28187.880859 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28187.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28199.806641 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28199.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28202.167969 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28202.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28204.142578 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28204.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28204.142578 Penalty: 2820.739746
	Iteration 9F: 3 clusters Score -28204.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Entering Unmasked Estep 
Score: -19698738.000000 Penalty: 2965.355469
	Iteration 0F: 2 clusters Score -1.969874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -19597130.000000 Penalty: 5930.710938
	Iteration 0F: 3 clusters Score -1.959713e+07 nChanged 74622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -19640172.000000 Penalty: 5930.710938
	Iteration 1F: 3 clusters Score -1.964017e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -19641294.000000 Penalty: 5930.710938
	Iteration 2Q: 3 clusters Score -1.964129e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -19642710.000000 Penalty: 5930.710938
	Iteration 3Q: 3 clusters Score -1.964271e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -19645042.000000 Penalty: 5930.710938
	Iteration 4Q: 3 clusters Score -1.964504e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -19648418.000000 Penalty: 5930.710938
	Iteration 5Q: 3 clusters Score -1.964842e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -19653824.000000 Penalty: 5930.710938
	Iteration 6F: 3 clusters Score -1.965382e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -19660794.000000 Penalty: 5930.710938
	Iteration 7F: 3 clusters Score -1.966079e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -19668852.000000 Penalty: 5930.710938
	Iteration 8F: 3 clusters Score -1.966885e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -19676338.000000 Penalty: 5930.710938
	Iteration 9F: 3 clusters Score -1.967634e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130544 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -19682090.000000 Penalty: 5930.710938
	Iteration 10Q: 3 clusters Score -1.968209e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -19686154.000000 Penalty: 5930.710938
	Iteration 11Q: 3 clusters Score -1.968615e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139702 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -19688964.000000 Penalty: 5930.710938
	Iteration 12Q: 3 clusters Score -1.968896e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -19691174.000000 Penalty: 5930.710938
	Iteration 13Q: 3 clusters Score -1.969117e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -19692902.000000 Penalty: 5930.710938
	Iteration 14Q: 3 clusters Score -1.96929e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -19694094.000000 Penalty: 5930.710938
	Iteration 15Q: 3 clusters Score -1.969409e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150213 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -19694932.000000 Penalty: 5930.710938
	Iteration 16Q: 3 clusters Score -1.969493e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -19695418.000000 Penalty: 5930.710938
	Iteration 17Q: 3 clusters Score -1.969542e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19695630.000000 Penalty: 5930.710938
	Iteration 18Q: 3 clusters Score -1.969563e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -19695886.000000 Penalty: 5930.710938
	Iteration 19Q: 3 clusters Score -1.969589e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19696028.000000 Penalty: 5930.710938
	Iteration 20F: 3 clusters Score -1.969603e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154047 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19696152.000000 Penalty: 5930.710938
	Iteration 21Q: 3 clusters Score -1.969615e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19696230.000000 Penalty: 5930.710938
	Iteration 22Q: 3 clusters Score -1.969623e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19696276.000000 Penalty: 5930.710938
	Iteration 23Q: 3 clusters Score -1.969628e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19696306.000000 Penalty: 5930.710938
	Iteration 24Q: 3 clusters Score -1.969631e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19696322.000000 Penalty: 5930.710938
	Iteration 25Q: 3 clusters Score -1.969632e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154736 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19696344.000000 Penalty: 5930.710938
	Iteration 26Q: 3 clusters Score -1.969634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19696382.000000 Penalty: 5930.710938
	Iteration 27Q: 3 clusters Score -1.969638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19696392.000000 Penalty: 5930.710938
	Iteration 28Q: 3 clusters Score -1.969639e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19696418.000000 Penalty: 5930.710938
	Iteration 29Q: 3 clusters Score -1.969642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154918 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19696406.000000 Penalty: 5930.710938
	Iteration 30Q: 3 clusters Score -1.969641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19696398.000000 Penalty: 5930.710938
	Iteration 31Q: 3 clusters Score -1.96964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19696408.000000 Penalty: 5930.710938
	Iteration 32Q: 3 clusters Score -1.969641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19696412.000000 Penalty: 5930.710938
	Iteration 33Q: 3 clusters Score -1.969641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19696418.000000 Penalty: 5930.710938
	Iteration 34Q: 3 clusters Score -1.969642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19696420.000000 Penalty: 5930.710938
	Iteration 35Q: 3 clusters Score -1.969642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19696432.000000 Penalty: 5930.710938
	Iteration 36Q: 3 clusters Score -1.969643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19696450.000000 Penalty: 5930.710938
	Iteration 37Q: 3 clusters Score -1.969645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19696450.000000 Penalty: 5930.710938
	Iteration 38Q: 3 clusters Score -1.969645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155032 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -19696450.000000 Penalty: 5930.710938
	Iteration 39Q: 3 clusters Score -1.969645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19696444.000000 Penalty: 5930.710938
	Iteration 40F: 3 clusters Score -1.969644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155054 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -19696452.000000 Penalty: 5930.710938
	Iteration 41Q: 3 clusters Score -1.969645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155060 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19696446.000000 Penalty: 5930.710938
	Iteration 42Q: 3 clusters Score -1.969645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -19696436.000000 Penalty: 5930.710938
	Iteration 43Q: 3 clusters Score -1.969644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -19696430.000000 Penalty: 5930.710938
	Iteration 44Q: 3 clusters Score -1.969643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19696426.000000 Penalty: 5930.710938
	Iteration 45Q: 3 clusters Score -1.969643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155080 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19696422.000000 Penalty: 5930.710938
	Iteration 46Q: 3 clusters Score -1.969642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19696420.000000 Penalty: 5930.710938
	Iteration 47Q: 3 clusters Score -1.969642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -19696418.000000 Penalty: 5930.710938
	Iteration 48Q: 3 clusters Score -1.969642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19696430.000000 Penalty: 5930.710938
	Iteration 49Q: 3 clusters Score -1.969643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19696424.000000 Penalty: 5930.710938
	Iteration 50Q: 3 clusters Score -1.969642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -19696418.000000 Penalty: 5930.710938
	Iteration 51Q: 3 clusters Score -1.969642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19696416.000000 Penalty: 5930.710938
	Iteration 52Q: 3 clusters Score -1.969642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19696422.000000 Penalty: 5930.710938
	Iteration 53Q: 3 clusters Score -1.969642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19696428.000000 Penalty: 5930.710938
	Iteration 54Q: 3 clusters Score -1.969643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19696416.000000 Penalty: 5930.710938
	Iteration 55Q: 3 clusters Score -1.969642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19696412.000000 Penalty: 5930.710938
	Iteration 56Q: 3 clusters Score -1.969641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19696420.000000 Penalty: 5930.710938
	Iteration 57Q: 3 clusters Score -1.969642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19696408.000000 Penalty: 5930.710938
	Iteration 58Q: 3 clusters Score -1.969641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19696408.000000 Penalty: 5930.710938
	Iteration 59F: 3 clusters Score -1.969641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -855213.500000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -855213.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -849340.187500 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -849340.2 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -850951.687500 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -850951.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -851244.562500 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -851244.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -851457.937500 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -851457.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -851646.500000 Penalty: 4403.665527
	Iteration 4Q: 3 clusters Score -851646.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -851823.125000 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -851823.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -851965.750000 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -851965.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -852088.062500 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -852088.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -852217.812500 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -852217.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -852345.500000 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -852345.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -852474.250000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -852474.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -852577.250000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -852577.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -852670.312500 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -852670.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -852761.250000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -852761.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -852838.625000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -852838.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -852900.875000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -852900.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -852941.437500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -852941.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -852982.875000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -852982.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -853014.250000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -853014.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -853044.937500 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -853044.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -853075.000000 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -853075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -853105.625000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -853105.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -853133.062500 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -853133.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -853161.625000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -853161.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -853182.500000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -853182.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -853197.562500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -853197.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -853207.687500 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -853207.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -853212.750000 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -853212.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -853222.250000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -853222.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -853230.937500 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -853230.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -853238.250000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -853238.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -853250.500000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -853250.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -853257.937500 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -853257.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -853263.000000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -853263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -853266.250000 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -853266.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -853269.812500 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -853269.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -853272.875000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -853272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -853278.750000 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -853278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -853279.562500 Penalty: 4403.665527
	Iteration 38Q: 3 clusters Score -853279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -853280.625000 Penalty: 4403.665527
	Iteration 39Q: 3 clusters Score -853280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -853281.312500 Penalty: 4403.665527
	Iteration 40F: 3 clusters Score -853281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -853282.875000 Penalty: 4403.665527
	Iteration 41Q: 3 clusters Score -853282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -853283.812500 Penalty: 4403.665527
	Iteration 42Q: 3 clusters Score -853283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -853285.187500 Penalty: 4403.665527
	Iteration 43Q: 3 clusters Score -853285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -853288.312500 Penalty: 4403.665527
	Iteration 44Q: 3 clusters Score -853288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -853288.187500 Penalty: 4403.665527
	Iteration 45Q: 3 clusters Score -853288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -853287.125000 Penalty: 4403.665527
	Iteration 46Q: 3 clusters Score -853287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -853288.000000 Penalty: 4403.665527
	Iteration 47Q: 3 clusters Score -853288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -853291.250000 Penalty: 4403.665527
	Iteration 48Q: 3 clusters Score -853291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -853290.625000 Penalty: 4403.665527
	Iteration 49Q: 3 clusters Score -853290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -853292.750000 Penalty: 4403.665527
	Iteration 50Q: 3 clusters Score -853292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -853296.312500 Penalty: 4403.665527
	Iteration 51Q: 3 clusters Score -853296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -853297.687500 Penalty: 4403.665527
	Iteration 52Q: 3 clusters Score -853297.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -853298.000000 Penalty: 4403.665527
	Iteration 53Q: 3 clusters Score -853298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -853299.000000 Penalty: 4403.665527
	Iteration 54Q: 3 clusters Score -853299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -853299.687500 Penalty: 4403.665527
	Iteration 55Q: 3 clusters Score -853299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -853301.062500 Penalty: 4403.665527
	Iteration 56Q: 3 clusters Score -853301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -853301.375000 Penalty: 4403.665527
	Iteration 57Q: 3 clusters Score -853301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -853304.562500 Penalty: 4403.665527
	Iteration 58Q: 3 clusters Score -853304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -853307.000000 Penalty: 4403.665527
	Iteration 59Q: 3 clusters Score -853307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -853306.500000 Penalty: 4403.665527
	Iteration 60F: 3 clusters Score -853306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -853307.750000 Penalty: 4403.665527
	Iteration 61Q: 3 clusters Score -853307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -853307.125000 Penalty: 4403.665527
	Iteration 62Q: 3 clusters Score -853307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -853307.312500 Penalty: 4403.665527
	Iteration 63Q: 3 clusters Score -853307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -853307.125000 Penalty: 4403.665527
	Iteration 64Q: 3 clusters Score -853307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -853307.125000 Penalty: 4403.665527
	Iteration 65F: 3 clusters Score -853307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82845.828125 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82845.83 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83639.171875 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83639.17 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84370.179688 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -84370.18 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -84699.546875 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -84699.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84821.085938 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -84821.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -84923.625000 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -84923.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84947.546875 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84947.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84957.890625 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84957.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84957.890625 Penalty: 3300.459473
	Iteration 8F: 3 clusters Score -84957.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54866 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71196 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175042 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157759 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155917 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 164 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199111 members 
Mstep: Class 20 contains 612 members 
Entering Unmasked Estep 
Score: -105735688.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105737000.000000 to -105735688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 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 154 members 
Entering Unmasked Estep 
Score: -27943.238281 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27943.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28232.662109 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28232.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28440.849609 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -28440.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28622.878906 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -28622.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28819.406250 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28819.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28946.919922 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28946.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29030.746094 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -29030.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29186.265625 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -29186.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29194.378906 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -29194.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29214.515625 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -29214.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29230.160156 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -29230.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29237.595703 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -29237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29239.580078 Penalty: 2843.737305
	Iteration 12F: 3 clusters Score -29239.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29265.019531 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -29265.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29265.019531 Penalty: 2843.737305
	Iteration 14F: 3 clusters Score -29265.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54866 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71196 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175042 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157759 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155917 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 140 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199111 members 
Mstep: Class 20 contains 169 members 
Entering Unmasked Estep 
Score: -105735152.000000 Penalty: 67759.281250
Splitting cluster 14 changes total score from -105737000.000000 to -105735152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -381172.687500 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -381172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -377890.343750 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -377890.3 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -378511.593750 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -378511.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -378671.031250 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -378671 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -378756.750000 Penalty: 3969.502441
	Iteration 3Q: 3 clusters Score -378756.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -378819.625000 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -378819.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -378880.593750 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -378880.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -378939.812500 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -378939.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -379001.000000 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -379001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -379056.968750 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -379057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -379114.343750 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -379114.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379155.906250 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -379155.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -379196.843750 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -379196.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -379244.843750 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -379244.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -379301.531250 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -379301.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -379365.750000 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -379365.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -379434.812500 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -379434.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -379498.250000 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -379498.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -379547.656250 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -379547.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -379594.937500 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -379594.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -379635.812500 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -379635.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -379658.968750 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -379659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -379688.156250 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -379688.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -379709.531250 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -379709.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -379724.687500 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -379724.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -379737.781250 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -379737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379750.343750 Penalty: 3969.502441
	Iteration 25Q: 3 clusters Score -379750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -379762.406250 Penalty: 3969.502441
	Iteration 26Q: 3 clusters Score -379762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -379771.687500 Penalty: 3969.502441
	Iteration 27Q: 3 clusters Score -379771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -379780.312500 Penalty: 3969.502441
	Iteration 28Q: 3 clusters Score -379780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -379785.343750 Penalty: 3969.502441
	Iteration 29Q: 3 clusters Score -379785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -379787.656250 Penalty: 3969.502441
	Iteration 30Q: 3 clusters Score -379787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -379788.875000 Penalty: 3969.502441
	Iteration 31Q: 3 clusters Score -379788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -379790.781250 Penalty: 3969.502441
	Iteration 32Q: 3 clusters Score -379790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -379793.031250 Penalty: 3969.502441
	Iteration 33Q: 3 clusters Score -379793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -379794.281250 Penalty: 3969.502441
	Iteration 34Q: 3 clusters Score -379794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -379794.281250 Penalty: 3969.502441
	Iteration 35F: 3 clusters Score -379794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 261 members 
Entering Unmasked Estep 
Score: -65966.562500 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65966.56 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66257.546875 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66257.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66472.132812 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66472.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66686.406250 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -66686.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66857.593750 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -66857.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66969.625000 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66969.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67021.585938 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -67021.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67050.585938 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -67050.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67081.265625 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -67081.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67092.492188 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -67092.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67103.796875 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -67103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67107.515625 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -67107.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67109.257812 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -67109.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67111.531250 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -67111.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67114.117188 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -67114.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67120.843750 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -67120.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67125.984375 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -67125.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67128.445312 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -67128.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67128.445312 Penalty: 3176.993408
	Iteration 18F: 3 clusters Score -67128.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Entering Unmasked Estep 
Score: -2982343.000000 Penalty: 2498.589844
	Iteration 0F: 2 clusters Score -2982343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2965784.750000 Penalty: 4997.179688
	Iteration 0F: 3 clusters Score -2965785 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2971356.750000 Penalty: 4997.179688
	Iteration 1F: 3 clusters Score -2971357 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2971737.750000 Penalty: 4997.179688
	Iteration 2Q: 3 clusters Score -2971738 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2972051.000000 Penalty: 4997.179688
	Iteration 3Q: 3 clusters Score -2972051 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2972289.250000 Penalty: 4997.179688
	Iteration 4Q: 3 clusters Score -2972289 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2972464.000000 Penalty: 4997.179688
	Iteration 5Q: 3 clusters Score -2972464 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2972628.500000 Penalty: 4997.179688
	Iteration 6Q: 3 clusters Score -2972628 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2972768.500000 Penalty: 4997.179688
	Iteration 7Q: 3 clusters Score -2972768 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2972928.750000 Penalty: 4997.179688
	Iteration 8Q: 3 clusters Score -2972929 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2973121.500000 Penalty: 4997.179688
	Iteration 9Q: 3 clusters Score -2973122 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2973343.250000 Penalty: 4997.179688
	Iteration 10Q: 3 clusters Score -2973343 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2973643.750000 Penalty: 4997.179688
	Iteration 11Q: 3 clusters Score -2973644 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2974020.000000 Penalty: 4997.179688
	Iteration 12Q: 3 clusters Score -2974020 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2974587.000000 Penalty: 4997.179688
	Iteration 13Q: 3 clusters Score -2974587 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2975318.000000 Penalty: 4997.179688
	Iteration 14Q: 3 clusters Score -2975318 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2976183.250000 Penalty: 4997.179688
	Iteration 15Q: 3 clusters Score -2976183 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2977029.750000 Penalty: 4997.179688
	Iteration 16Q: 3 clusters Score -2977030 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2977779.500000 Penalty: 4997.179688
	Iteration 17Q: 3 clusters Score -2977780 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2978326.500000 Penalty: 4997.179688
	Iteration 18Q: 3 clusters Score -2978326 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2978705.500000 Penalty: 4997.179688
	Iteration 19Q: 3 clusters Score -2978706 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2978927.000000 Penalty: 4997.179688
	Iteration 20F: 3 clusters Score -2978927 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2979070.250000 Penalty: 4997.179688
	Iteration 21Q: 3 clusters Score -2979070 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2979172.000000 Penalty: 4997.179688
	Iteration 22Q: 3 clusters Score -2979172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2979234.750000 Penalty: 4997.179688
	Iteration 23Q: 3 clusters Score -2979235 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2979305.250000 Penalty: 4997.179688
	Iteration 24Q: 3 clusters Score -2979305 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2979342.500000 Penalty: 4997.179688
	Iteration 25Q: 3 clusters Score -2979342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2979367.250000 Penalty: 4997.179688
	Iteration 26Q: 3 clusters Score -2979367 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2979396.250000 Penalty: 4997.179688
	Iteration 27Q: 3 clusters Score -2979396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2979419.500000 Penalty: 4997.179688
	Iteration 28Q: 3 clusters Score -2979420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2979455.750000 Penalty: 4997.179688
	Iteration 29Q: 3 clusters Score -2979456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2979483.250000 Penalty: 4997.179688
	Iteration 30Q: 3 clusters Score -2979483 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2979498.250000 Penalty: 4997.179688
	Iteration 31Q: 3 clusters Score -2979498 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2979517.750000 Penalty: 4997.179688
	Iteration 32Q: 3 clusters Score -2979518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2979544.750000 Penalty: 4997.179688
	Iteration 33Q: 3 clusters Score -2979545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2979548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2979580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2979592.500000 Penalty: 4997.179688
	Iteration 36Q: 3 clusters Score -2979592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2979618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2979635.000000 Penalty: 4997.179688
	Iteration 38Q: 3 clusters Score -2979635 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2979651 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2979688 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2979710 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2979730 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2979744 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2979745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2979755 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2979767 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2979781.000000 Penalty: 4997.179688
	Iteration 47Q: 3 clusters Score -2979781 nChanged 49
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Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2979795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2979799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2979798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2979803.000000 Penalty: 4997.179688
	Iteration 51Q: 3 clusters Score -2979803 nChanged 38
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Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2979806 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2979800 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2979803 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2979804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2979805 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2979806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2979808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2979809.250000 Penalty: 4997.179688
	Iteration 59Q: 3 clusters Score -2979809 nChanged 6
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Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2979810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2979809 nChanged 6
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Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2979809 nChanged 6
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Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2979811.250000 Penalty: 4997.179688
	Iteration 63Q: 3 clusters Score -2979811 nChanged 9
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Mstep: Class 1 contains 16770 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2979814 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2979807 nChanged 7
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Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2979815 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2979816 nChanged 5
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Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2979816 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2979820 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2979822.750000 Penalty: 4997.179688
	Iteration 70Q: 3 clusters Score -2979823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2979820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2979822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2979819 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2979820 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2979820 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2979820 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2979821 nChanged 5
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Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 7032 members 
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	Iteration 78Q: 3 clusters Score -2979820 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2979820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2979819 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2979824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2979827 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2979828 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2979823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2979819 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2979822 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2979822 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2979829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2979833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2979827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2979832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2979830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2979828 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2979829 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2979825 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2979828 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2979829 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2979824 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2979826 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2979824 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2979830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2979822.250000 Penalty: 4997.179688
	Iteration 102Q: 3 clusters Score -2979822 nChanged 5
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Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2979826 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2979821.250000 Penalty: 4997.179688
	Iteration 104Q: 3 clusters Score -2979821 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2979821 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2979820 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2979818 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2979824 nChanged 7
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Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2979821 nChanged 4
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Mstep: Class 1 contains 16454 members 
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Entering Unmasked Estep 
Score: -2979823.250000 Penalty: 4997.179688
	Iteration 110Q: 3 clusters Score -2979823 nChanged 6
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Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2979828 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2979830 nChanged 3
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Mstep: Class 1 contains 16438 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2979833 nChanged 4
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Entering Unmasked Estep 
Score: -2979831.000000 Penalty: 4997.179688
	Iteration 114Q: 3 clusters Score -2979831 nChanged 7
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Mstep: Class 1 contains 16427 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2979828 nChanged 6
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Mstep: Class 1 contains 16421 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2979827 nChanged 10
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Mstep: Class 1 contains 16411 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2979830 nChanged 15
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Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2979830 nChanged 9
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Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2979836 nChanged 13
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Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2979838.250000 Penalty: 4997.179688
	Iteration 120F: 3 clusters Score -2979838 nChanged 7
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Mstep: Class 1 contains 16367 members 
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Entering Unmasked Estep 
Score: -2979840.250000 Penalty: 4997.179688
	Iteration 121Q: 3 clusters Score -2979840 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2979840 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2979839.250000 Penalty: 4997.179688
	Iteration 123Q: 3 clusters Score -2979839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2979838.250000 Penalty: 4997.179688
	Iteration 124Q: 3 clusters Score -2979838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2979844.250000 Penalty: 4997.179688
	Iteration 125Q: 3 clusters Score -2979844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2979843.500000 Penalty: 4997.179688
	Iteration 126Q: 3 clusters Score -2979844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2979845.250000 Penalty: 4997.179688
	Iteration 127Q: 3 clusters Score -2979845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2979846.500000 Penalty: 4997.179688
	Iteration 128Q: 3 clusters Score -2979846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2979849.250000 Penalty: 4997.179688
	Iteration 129Q: 3 clusters Score -2979849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2979847.750000 Penalty: 4997.179688
	Iteration 130Q: 3 clusters Score -2979848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2979852.750000 Penalty: 4997.179688
	Iteration 131Q: 3 clusters Score -2979853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2979855.500000 Penalty: 4997.179688
	Iteration 132Q: 3 clusters Score -2979856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2979857.000000 Penalty: 4997.179688
	Iteration 133Q: 3 clusters Score -2979857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2979857.000000 Penalty: 4997.179688
	Iteration 134F: 3 clusters Score -2979857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 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 189 members 
Entering Unmasked Estep 
Score: -41327.031250 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41327.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41451.363281 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41451.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41492.761719 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41492.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41513.968750 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41513.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41519.574219 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41519.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41519.574219 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -41519.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199111 members 
Entering Unmasked Estep 
Score: -24962644.000000 Penalty: 3026.001221
	Iteration 0F: 2 clusters Score -2.496264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99776 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -24837194.000000 Penalty: 6052.002441
	Iteration 0F: 3 clusters Score -2.483719e+07 nChanged 96025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -24893234.000000 Penalty: 6052.002441
	Iteration 1F: 3 clusters Score -2.489323e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -24894088.000000 Penalty: 6052.002441
	Iteration 2Q: 3 clusters Score -2.489409e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -24895624.000000 Penalty: 6052.002441
	Iteration 3Q: 3 clusters Score -2.489562e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -24897634.000000 Penalty: 6052.002441
	Iteration 4Q: 3 clusters Score -2.489763e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122181 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -24901282.000000 Penalty: 6052.002441
	Iteration 5Q: 3 clusters Score -2.490128e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134076 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -24908136.000000 Penalty: 6052.002441
	Iteration 6F: 3 clusters Score -2.490814e+07 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -24920196.000000 Penalty: 6052.002441
	Iteration 7F: 3 clusters Score -2.49202e+07 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168725 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -24935606.000000 Penalty: 6052.002441
	Iteration 8F: 3 clusters Score -2.493561e+07 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184211 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -24947800.000000 Penalty: 6052.002441
	Iteration 9F: 3 clusters Score -2.49478e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -24955036.000000 Penalty: 6052.002441
	Iteration 10Q: 3 clusters Score -2.495504e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -24958084.000000 Penalty: 6052.002441
	Iteration 11Q: 3 clusters Score -2.495808e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -24959142.000000 Penalty: 6052.002441
	Iteration 12Q: 3 clusters Score -2.495914e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198630 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -24959582.000000 Penalty: 6052.002441
	Iteration 13Q: 3 clusters Score -2.495958e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198751 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24959714.000000 Penalty: 6052.002441
	Iteration 14Q: 3 clusters Score -2.495971e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198784 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24959750.000000 Penalty: 6052.002441
	Iteration 15Q: 3 clusters Score -2.495975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198810 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24959808.000000 Penalty: 6052.002441
	Iteration 16Q: 3 clusters Score -2.495981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198820 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24959830.000000 Penalty: 6052.002441
	Iteration 17Q: 3 clusters Score -2.495983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198825 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24959848.000000 Penalty: 6052.002441
	Iteration 18Q: 3 clusters Score -2.495985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198830 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24959862.000000 Penalty: 6052.002441
	Iteration 19Q: 3 clusters Score -2.495986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198834 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24959874.000000 Penalty: 6052.002441
	Iteration 20F: 3 clusters Score -2.495987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198839 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24959896.000000 Penalty: 6052.002441
	Iteration 21Q: 3 clusters Score -2.49599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198840 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24959902.000000 Penalty: 6052.002441
	Iteration 22Q: 3 clusters Score -2.49599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24959916.000000 Penalty: 6052.002441
	Iteration 23Q: 3 clusters Score -2.495992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24959910.000000 Penalty: 6052.002441
	Iteration 24Q: 3 clusters Score -2.495991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24959896.000000 Penalty: 6052.002441
	Iteration 25Q: 3 clusters Score -2.49599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24959910.000000 Penalty: 6052.002441
	Iteration 26Q: 3 clusters Score -2.495991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24959910.000000 Penalty: 6052.002441
	Iteration 27F: 3 clusters Score -2.495991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54866 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71196 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175042 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157759 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155917 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736992.000000 Penalty: 64371.320312
Iteration 159Q: 20 clusters Score -1.05737e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54754 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71124 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175111 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157695 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155925 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 23881 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737096.000000 Penalty: 64371.320312
Iteration 160F: 20 clusters Score -1.057371e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54640 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 71070 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175206 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157644 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155927 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24022 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737040.000000 Penalty: 64371.320312
Iteration 161Q: 20 clusters Score -1.05737e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54541 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 71030 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175304 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157586 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155916 members 
Mstep: Class 12 contains 7101 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24158 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737208.000000 Penalty: 64371.320312
Iteration 162Q: 20 clusters Score -1.057372e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54453 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 70987 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175396 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157547 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155916 members 
Mstep: Class 12 contains 7064 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24299 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737160.000000 Penalty: 64371.320312
Iteration 163Q: 20 clusters Score -1.057372e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54364 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70946 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175503 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157481 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155896 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24428 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737120.000000 Penalty: 64371.320312
Iteration 164Q: 20 clusters Score -1.057371e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54273 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70908 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175608 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157424 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155897 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24562 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737144.000000 Penalty: 64371.320312
Iteration 165Q: 20 clusters Score -1.057371e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54179 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70870 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175719 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157375 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155902 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24700 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737240.000000 Penalty: 64371.320312
Iteration 166Q: 20 clusters Score -1.057372e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54086 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70835 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175815 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157342 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155896 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24836 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737304.000000 Penalty: 64371.320312
Iteration 167Q: 20 clusters Score -1.057373e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53994 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 70794 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175882 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157329 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155895 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 24972 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737288.000000 Penalty: 64371.320312
Iteration 168Q: 20 clusters Score -1.057373e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53905 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 70737 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175968 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 157309 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155879 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25092 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737432.000000 Penalty: 64371.320312
Iteration 169Q: 20 clusters Score -1.057374e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53812 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 70686 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176051 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157304 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155859 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737392.000000 Penalty: 64371.320312
Iteration 170Q: 20 clusters Score -1.057374e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53706 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70641 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176097 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157304 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155859 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25342 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737512.000000 Penalty: 64371.320312
Iteration 171Q: 20 clusters Score -1.057375e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53604 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70591 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176138 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157310 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155865 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737520.000000 Penalty: 64371.320312
Iteration 172Q: 20 clusters Score -1.057375e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53513 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70552 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176161 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157328 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155865 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737536.000000 Penalty: 64371.320312
Iteration 173Q: 20 clusters Score -1.057375e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53429 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 70513 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176166 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157345 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155868 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25696 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737632.000000 Penalty: 64371.320312
Iteration 174Q: 20 clusters Score -1.057376e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53360 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 70465 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176178 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157361 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155866 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25816 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737488.000000 Penalty: 64371.320312
Iteration 175Q: 20 clusters Score -1.057375e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53296 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 70431 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176170 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157398 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155856 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 25925 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198947 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 20 clusters Score -1.057375e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 70401 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176150 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157460 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155838 members 
Mstep: Class 12 contains 6750 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26018 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198946 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 20 clusters Score -1.057375e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53162 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 70367 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176126 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 157510 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155812 members 
Mstep: Class 12 contains 6739 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26105 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 20 clusters Score -1.057375e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53112 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 70335 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176108 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157534 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155788 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26188 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737520.000000 Penalty: 64371.320312
Iteration 179Q: 20 clusters Score -1.057375e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53063 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 70306 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176091 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157554 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155756 members 
Mstep: Class 12 contains 6719 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26275 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737408.000000 Penalty: 64371.320312
Iteration 180F: 20 clusters Score -1.057374e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53026 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70278 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176097 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 157558 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155710 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737408.000000 Penalty: 64371.320312
Iteration 181Q: 20 clusters Score -1.057374e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52991 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70248 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176099 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157550 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155680 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26496 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737448.000000 Penalty: 64371.320312
Iteration 182Q: 20 clusters Score -1.057374e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52939 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70195 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176104 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157550 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155667 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26614 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737616.000000 Penalty: 64371.320312
Iteration 183Q: 20 clusters Score -1.057376e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52896 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70166 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176105 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157538 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155651 members 
Mstep: Class 12 contains 6677 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26703 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737720.000000 Penalty: 64371.320312
Iteration 184Q: 20 clusters Score -1.057377e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52858 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 70136 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176084 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157518 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155650 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26793 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737584.000000 Penalty: 64371.320312
Iteration 185Q: 20 clusters Score -1.057376e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52818 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 70102 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176073 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157505 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155636 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26893 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737520.000000 Penalty: 64371.320312
Iteration 186Q: 20 clusters Score -1.057375e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52773 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 70063 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176073 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 157490 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155646 members 
Mstep: Class 12 contains 6661 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 26990 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737552.000000 Penalty: 64371.320312
Iteration 187Q: 20 clusters Score -1.057376e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52720 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70034 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176066 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 157471 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155665 members 
Mstep: Class 12 contains 6654 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27071 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737464.000000 Penalty: 64371.320312
Iteration 188Q: 20 clusters Score -1.057375e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 70017 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176062 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157467 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155662 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27142 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737336.000000 Penalty: 64371.320312
Iteration 189Q: 20 clusters Score -1.057373e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52622 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69998 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176038 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157474 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155661 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27207 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737256.000000 Penalty: 64371.320312
Iteration 190Q: 20 clusters Score -1.057373e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52576 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69978 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176005 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157482 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155669 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27267 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737352.000000 Penalty: 64371.320312
Iteration 191Q: 20 clusters Score -1.057374e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52541 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69969 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175956 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157500 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155685 members 
Mstep: Class 12 contains 6608 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27306 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737320.000000 Penalty: 64371.320312
Iteration 192Q: 20 clusters Score -1.057373e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52496 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69951 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175906 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157517 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155722 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27358 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 20 clusters Score -1.057373e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52448 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69935 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175896 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157527 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155749 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27403 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199229 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 194Q: 20 clusters Score -1.057373e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52399 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69919 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175858 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157558 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155782 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27455 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737368.000000 Penalty: 64371.320312
Iteration 195Q: 20 clusters Score -1.057374e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52359 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69902 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175807 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 157599 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155805 members 
Mstep: Class 12 contains 6586 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27517 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199206 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 196Q: 20 clusters Score -1.057374e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52327 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69875 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175780 members 
Mstep: Class 8 contains 1566 members 
Mstep: Class 9 contains 157610 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155835 members 
Mstep: Class 12 contains 6584 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27582 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 197Q: 20 clusters Score -1.057375e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52297 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69849 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175749 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157631 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155851 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27641 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 20 clusters Score -1.057374e+08 nChanged 278
Entering ConstructFrom: 
Score: -105737408.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148393.375000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -146329.968750 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146330 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -146678.843750 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146678.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146824.125000 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146824.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -146888.171875 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -146888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146937.421875 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -146937.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146965.296875 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -146965.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146987.750000 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -146987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147007.734375 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -147007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147020.812500 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -147020.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -147027.703125 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -147027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147032.234375 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -147032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147034.984375 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -147035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -147038.578125 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -147038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -147041.546875 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -147041.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147047.703125 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -147047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147051.906250 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -147051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147053.109375 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -147053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147053.109375 Penalty: 3532.141357
	Iteration 17F: 3 clusters Score -147053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Entering Unmasked Estep 
Score: -6608151.500000 Penalty: 2694.311279
	Iteration 0F: 2 clusters Score -6608152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -6572999.000000 Penalty: 5388.622559
	Iteration 0F: 3 clusters Score -6572999 nChanged 24127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -6586490.500000 Penalty: 5388.622559
	Iteration 1F: 3 clusters Score -6586490 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -6587024.000000 Penalty: 5388.622559
	Iteration 2Q: 3 clusters Score -6587024 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -6587560.000000 Penalty: 5388.622559
	Iteration 3Q: 3 clusters Score -6587560 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -6588252.500000 Penalty: 5388.622559
	Iteration 4Q: 3 clusters Score -6588252 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -6589419.000000 Penalty: 5388.622559
	Iteration 5Q: 3 clusters Score -6589419 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -6591157.500000 Penalty: 5388.622559
	Iteration 6F: 3 clusters Score -6591158 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6593902.000000 Penalty: 5388.622559
	Iteration 7F: 3 clusters Score -6593902 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -6597720.000000 Penalty: 5388.622559
	Iteration 8F: 3 clusters Score -6597720 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6601514.500000 Penalty: 5388.622559
	Iteration 9F: 3 clusters Score -6601514 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6604048.500000 Penalty: 5388.622559
	Iteration 10Q: 3 clusters Score -6604048 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6605107.000000 Penalty: 5388.622559
	Iteration 11Q: 3 clusters Score -6605107 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6605476.500000 Penalty: 5388.622559
	Iteration 12Q: 3 clusters Score -6605476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6605643.500000 Penalty: 5388.622559
	Iteration 13Q: 3 clusters Score -6605644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6605690.500000 Penalty: 5388.622559
	Iteration 14Q: 3 clusters Score -6605690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6605718.500000 Penalty: 5388.622559
	Iteration 15Q: 3 clusters Score -6605718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -6605744.000000 Penalty: 5388.622559
	Iteration 16Q: 3 clusters Score -6605744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -6605759.000000 Penalty: 5388.622559
	Iteration 17Q: 3 clusters Score -6605759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -6605764.000000 Penalty: 5388.622559
	Iteration 18Q: 3 clusters Score -6605764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -6605761.000000 Penalty: 5388.622559
	Iteration 19Q: 3 clusters Score -6605761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -6605761.000000 Penalty: 5388.622559
	Iteration 20F: 3 clusters Score -6605761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -207145.531250 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -207145.5 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 895 members 
Entering Unmasked Estep 
Score: -204809.015625 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -204809 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205640.703125 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -205640.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206173.703125 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -206173.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206457.875000 Penalty: 3715.856201
	Iteration 3F: 3 clusters Score -206457.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -206614.468750 Penalty: 3715.856201
	Iteration 4F: 3 clusters Score -206614.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -206695.281250 Penalty: 3715.856201
	Iteration 5Q: 3 clusters Score -206695.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -206747.312500 Penalty: 3715.856201
	Iteration 6Q: 3 clusters Score -206747.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -206790.046875 Penalty: 3715.856201
	Iteration 7Q: 3 clusters Score -206790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -206813.500000 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -206813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -206830.250000 Penalty: 3715.856201
	Iteration 9Q: 3 clusters Score -206830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -206840.093750 Penalty: 3715.856201
	Iteration 10Q: 3 clusters Score -206840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -206845.968750 Penalty: 3715.856201
	Iteration 11Q: 3 clusters Score -206846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -206853.921875 Penalty: 3715.856201
	Iteration 12Q: 3 clusters Score -206853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -206856.234375 Penalty: 3715.856201
	Iteration 13Q: 3 clusters Score -206856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -206856.828125 Penalty: 3715.856201
	Iteration 14Q: 3 clusters Score -206856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -206860.390625 Penalty: 3715.856201
	Iteration 15Q: 3 clusters Score -206860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -206861.484375 Penalty: 3715.856201
	Iteration 16Q: 3 clusters Score -206861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -206862.656250 Penalty: 3715.856201
	Iteration 17Q: 3 clusters Score -206862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -206863.937500 Penalty: 3715.856201
	Iteration 18Q: 3 clusters Score -206863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -206863.937500 Penalty: 3715.856201
	Iteration 19F: 3 clusters Score -206863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -189648.437500 Penalty: 1820.205322
	Iteration 0F: 2 clusters Score -189648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187336.062500 Penalty: 3640.410645
	Iteration 0F: 3 clusters Score -187336.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187708.718750 Penalty: 3640.410645
	Iteration 1F: 3 clusters Score -187708.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187841.500000 Penalty: 3640.410645
	Iteration 2F: 3 clusters Score -187841.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -187895.593750 Penalty: 3640.410645
	Iteration 3Q: 3 clusters Score -187895.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -187914.343750 Penalty: 3640.410645
	Iteration 4Q: 3 clusters Score -187914.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187931.750000 Penalty: 3640.410645
	Iteration 5Q: 3 clusters Score -187931.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187946.062500 Penalty: 3640.410645
	Iteration 6Q: 3 clusters Score -187946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187954.328125 Penalty: 3640.410645
	Iteration 7Q: 3 clusters Score -187954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -187958.515625 Penalty: 3640.410645
	Iteration 8Q: 3 clusters Score -187958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187962.015625 Penalty: 3640.410645
	Iteration 9Q: 3 clusters Score -187962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187966.703125 Penalty: 3640.410645
	Iteration 10Q: 3 clusters Score -187966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187969.015625 Penalty: 3640.410645
	Iteration 11Q: 3 clusters Score -187969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187972.125000 Penalty: 3640.410645
	Iteration 12Q: 3 clusters Score -187972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187973.671875 Penalty: 3640.410645
	Iteration 13Q: 3 clusters Score -187973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187974.015625 Penalty: 3640.410645
	Iteration 14Q: 3 clusters Score -187974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187974.343750 Penalty: 3640.410645
	Iteration 15Q: 3 clusters Score -187974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187975.187500 Penalty: 3640.410645
	Iteration 16Q: 3 clusters Score -187975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187975.437500 Penalty: 3640.410645
	Iteration 17Q: 3 clusters Score -187975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187977.062500 Penalty: 3640.410645
	Iteration 18Q: 3 clusters Score -187977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187977.937500 Penalty: 3640.410645
	Iteration 19Q: 3 clusters Score -187977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187977.937500 Penalty: 3640.410645
	Iteration 20F: 3 clusters Score -187977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Entering Unmasked Estep 
Score: -8511443.000000 Penalty: 2766.136475
	Iteration 0F: 2 clusters Score -8511443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -8464634.000000 Penalty: 5532.272949
	Iteration 0F: 3 clusters Score -8464634 nChanged 32678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8483099.000000 Penalty: 5532.272949
	Iteration 1F: 3 clusters Score -8483099 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -8483554.000000 Penalty: 5532.272949
	Iteration 2Q: 3 clusters Score -8483554 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -8483967.000000 Penalty: 5532.272949
	Iteration 3Q: 3 clusters Score -8483967 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -8484440.000000 Penalty: 5532.272949
	Iteration 4Q: 3 clusters Score -8484440 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8484969.000000 Penalty: 5532.272949
	Iteration 5Q: 3 clusters Score -8484969 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -8485629.000000 Penalty: 5532.272949
	Iteration 6Q: 3 clusters Score -8485629 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -8486523.000000 Penalty: 5532.272949
	Iteration 7Q: 3 clusters Score -8486523 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -8487864.000000 Penalty: 5532.272949
	Iteration 8Q: 3 clusters Score -8487864 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -8489811.000000 Penalty: 5532.272949
	Iteration 9Q: 3 clusters Score -8489811 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8492603.000000 Penalty: 5532.272949
	Iteration 10F: 3 clusters Score -8492603 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -8495990.000000 Penalty: 5532.272949
	Iteration 11F: 3 clusters Score -8495990 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -8499375.000000 Penalty: 5532.272949
	Iteration 12F: 3 clusters Score -8499375 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -8502006.000000 Penalty: 5532.272949
	Iteration 13Q: 3 clusters Score -8502006 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -8504027.000000 Penalty: 5532.272949
	Iteration 14Q: 3 clusters Score -8504027 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -8505365.000000 Penalty: 5532.272949
	Iteration 15Q: 3 clusters Score -8505365 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -8506373.000000 Penalty: 5532.272949
	Iteration 16Q: 3 clusters Score -8506373 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -8507133.000000 Penalty: 5532.272949
	Iteration 17Q: 3 clusters Score -8507133 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -8507710.000000 Penalty: 5532.272949
	Iteration 18Q: 3 clusters Score -8507710 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8508125.000000 Penalty: 5532.272949
	Iteration 19Q: 3 clusters Score -8508125 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -8508386.000000 Penalty: 5532.272949
	Iteration 20F: 3 clusters Score -8508386 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -8508608.000000 Penalty: 5532.272949
	Iteration 21Q: 3 clusters Score -8508608 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8508786.000000 Penalty: 5532.272949
	Iteration 22Q: 3 clusters Score -8508786 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -8508910.000000 Penalty: 5532.272949
	Iteration 23Q: 3 clusters Score -8508910 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8508997.000000 Penalty: 5532.272949
	Iteration 24Q: 3 clusters Score -8508997 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8509108.000000 Penalty: 5532.272949
	Iteration 25Q: 3 clusters Score -8509108 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -8509190.000000 Penalty: 5532.272949
	Iteration 26Q: 3 clusters Score -8509190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8509292.000000 Penalty: 5532.272949
	Iteration 27Q: 3 clusters Score -8509292 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8509347.000000 Penalty: 5532.272949
	Iteration 28Q: 3 clusters Score -8509347 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8509396.000000 Penalty: 5532.272949
	Iteration 29Q: 3 clusters Score -8509396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8509401.000000 Penalty: 5532.272949
	Iteration 30Q: 3 clusters Score -8509401 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8509443.000000 Penalty: 5532.272949
	Iteration 31Q: 3 clusters Score -8509443 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8509472.000000 Penalty: 5532.272949
	Iteration 32Q: 3 clusters Score -8509472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8509500.000000 Penalty: 5532.272949
	Iteration 33Q: 3 clusters Score -8509500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8509522.000000 Penalty: 5532.272949
	Iteration 34Q: 3 clusters Score -8509522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8509526.000000 Penalty: 5532.272949
	Iteration 35Q: 3 clusters Score -8509526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8509552.000000 Penalty: 5532.272949
	Iteration 36Q: 3 clusters Score -8509552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8509558.000000 Penalty: 5532.272949
	Iteration 37Q: 3 clusters Score -8509558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8509574.000000 Penalty: 5532.272949
	Iteration 38Q: 3 clusters Score -8509574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8509579.000000 Penalty: 5532.272949
	Iteration 39Q: 3 clusters Score -8509579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8509579.000000 Penalty: 5532.272949
	Iteration 40F: 3 clusters Score -8509579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8509585.000000 Penalty: 5532.272949
	Iteration 41Q: 3 clusters Score -8509585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8509582.000000 Penalty: 5532.272949
	Iteration 42Q: 3 clusters Score -8509582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8509586.000000 Penalty: 5532.272949
	Iteration 43Q: 3 clusters Score -8509586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8509573.000000 Penalty: 5532.272949
	Iteration 44Q: 3 clusters Score -8509573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8509576.000000 Penalty: 5532.272949
	Iteration 45Q: 3 clusters Score -8509576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8509578.000000 Penalty: 5532.272949
	Iteration 46Q: 3 clusters Score -8509578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8509582.000000 Penalty: 5532.272949
	Iteration 47Q: 3 clusters Score -8509582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8509593.000000 Penalty: 5532.272949
	Iteration 48Q: 3 clusters Score -8509593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8509588.000000 Penalty: 5532.272949
	Iteration 49Q: 3 clusters Score -8509588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8509600.000000 Penalty: 5532.272949
	Iteration 50Q: 3 clusters Score -8509600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8509598.000000 Penalty: 5532.272949
	Iteration 51Q: 3 clusters Score -8509598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8509597.000000 Penalty: 5532.272949
	Iteration 52Q: 3 clusters Score -8509597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8509601.000000 Penalty: 5532.272949
	Iteration 53Q: 3 clusters Score -8509601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8509602.000000 Penalty: 5532.272949
	Iteration 54Q: 3 clusters Score -8509602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8509605.000000 Penalty: 5532.272949
	Iteration 55Q: 3 clusters Score -8509605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8509605.000000 Penalty: 5532.272949
	Iteration 56F: 3 clusters Score -8509605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 328 members 
Entering Unmasked Estep 
Score: -67280.640625 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67280.64 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67763.765625 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -67763.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68273.398438 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68273.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68565.257812 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68565.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68877.289062 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -68877.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69256.101562 Penalty: 3230.562256
	Iteration 5F: 3 clusters Score -69256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69366.539062 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -69366.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69503.992188 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -69503.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69520.421875 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -69520.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69526.718750 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -69526.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69526.718750 Penalty: 3230.562256
	Iteration 10F: 3 clusters Score -69526.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52269 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69827 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 175736 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157629 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155869 members 
Mstep: Class 12 contains 6578 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27681 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199190 members 
Mstep: Class 20 contains 239 members 
Entering Unmasked Estep 
Score: -105736216.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105737408.000000 to -105736216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (175736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Entering Unmasked Estep 
Score: -22022314.000000 Penalty: 2995.031006
	Iteration 0F: 2 clusters Score -2.202231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -21908994.000000 Penalty: 5990.062012
	Iteration 0F: 3 clusters Score -2.190899e+07 nChanged 84126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -21958040.000000 Penalty: 5990.062012
	Iteration 1F: 3 clusters Score -2.195804e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -21959316.000000 Penalty: 5990.062012
	Iteration 2Q: 3 clusters Score -2.195932e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -21960594.000000 Penalty: 5990.062012
	Iteration 3Q: 3 clusters Score -2.196059e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -21962514.000000 Penalty: 5990.062012
	Iteration 4Q: 3 clusters Score -2.196251e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -21965104.000000 Penalty: 5990.062012
	Iteration 5Q: 3 clusters Score -2.19651e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -21968692.000000 Penalty: 5990.062012
	Iteration 6Q: 3 clusters Score -2.196869e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -21973510.000000 Penalty: 5990.062012
	Iteration 7Q: 3 clusters Score -2.197351e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -21980378.000000 Penalty: 5990.062012
	Iteration 8F: 3 clusters Score -2.198038e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -21988736.000000 Penalty: 5990.062012
	Iteration 9F: 3 clusters Score -2.198874e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107525 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -21995836.000000 Penalty: 5990.062012
	Iteration 10F: 3 clusters Score -2.199584e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -21998966.000000 Penalty: 5990.062012
	Iteration 11Q: 3 clusters Score -2.199897e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -22000188.000000 Penalty: 5990.062012
	Iteration 12Q: 3 clusters Score -2.200019e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -22000904.000000 Penalty: 5990.062012
	Iteration 13Q: 3 clusters Score -2.20009e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -22001452.000000 Penalty: 5990.062012
	Iteration 14Q: 3 clusters Score -2.200145e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -22001826.000000 Penalty: 5990.062012
	Iteration 15Q: 3 clusters Score -2.200183e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -22002422.000000 Penalty: 5990.062012
	Iteration 16Q: 3 clusters Score -2.200242e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119150 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -22002794.000000 Penalty: 5990.062012
	Iteration 17Q: 3 clusters Score -2.200279e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -22003202.000000 Penalty: 5990.062012
	Iteration 18Q: 3 clusters Score -2.20032e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -22003628.000000 Penalty: 5990.062012
	Iteration 19Q: 3 clusters Score -2.200363e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -22004198.000000 Penalty: 5990.062012
	Iteration 20F: 3 clusters Score -2.20042e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127017 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -22004832.000000 Penalty: 5990.062012
	Iteration 21Q: 3 clusters Score -2.200483e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -22005412.000000 Penalty: 5990.062012
	Iteration 22Q: 3 clusters Score -2.200541e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131630 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -22006114.000000 Penalty: 5990.062012
	Iteration 23Q: 3 clusters Score -2.200611e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -22006900.000000 Penalty: 5990.062012
	Iteration 24Q: 3 clusters Score -2.20069e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -22007792.000000 Penalty: 5990.062012
	Iteration 25Q: 3 clusters Score -2.200779e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139434 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -22008592.000000 Penalty: 5990.062012
	Iteration 26Q: 3 clusters Score -2.200859e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -22009616.000000 Penalty: 5990.062012
	Iteration 27Q: 3 clusters Score -2.200962e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145001 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -22010744.000000 Penalty: 5990.062012
	Iteration 28Q: 3 clusters Score -2.201074e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -22011660.000000 Penalty: 5990.062012
	Iteration 29Q: 3 clusters Score -2.201166e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -22012732.000000 Penalty: 5990.062012
	Iteration 30Q: 3 clusters Score -2.201273e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -22013508.000000 Penalty: 5990.062012
	Iteration 31Q: 3 clusters Score -2.201351e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -22014396.000000 Penalty: 5990.062012
	Iteration 32Q: 3 clusters Score -2.20144e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -22015074.000000 Penalty: 5990.062012
	Iteration 33Q: 3 clusters Score -2.201507e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160412 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -22015864.000000 Penalty: 5990.062012
	Iteration 34Q: 3 clusters Score -2.201586e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -22016492.000000 Penalty: 5990.062012
	Iteration 35Q: 3 clusters Score -2.201649e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164179 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -22017082.000000 Penalty: 5990.062012
	Iteration 36Q: 3 clusters Score -2.201708e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165739 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -22017512.000000 Penalty: 5990.062012
	Iteration 37Q: 3 clusters Score -2.201751e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -22017792.000000 Penalty: 5990.062012
	Iteration 38Q: 3 clusters Score -2.201779e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -22018036.000000 Penalty: 5990.062012
	Iteration 39Q: 3 clusters Score -2.201804e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -22018320.000000 Penalty: 5990.062012
	Iteration 40F: 3 clusters Score -2.201832e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -22018598.000000 Penalty: 5990.062012
	Iteration 41Q: 3 clusters Score -2.20186e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170635 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -22018814.000000 Penalty: 5990.062012
	Iteration 42Q: 3 clusters Score -2.201881e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -22018928.000000 Penalty: 5990.062012
	Iteration 43Q: 3 clusters Score -2.201893e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -22019086.000000 Penalty: 5990.062012
	Iteration 44Q: 3 clusters Score -2.201909e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -22019206.000000 Penalty: 5990.062012
	Iteration 45Q: 3 clusters Score -2.201921e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172318 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22019310.000000 Penalty: 5990.062012
	Iteration 46Q: 3 clusters Score -2.201931e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172594 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -22019368.000000 Penalty: 5990.062012
	Iteration 47Q: 3 clusters Score -2.201937e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -22019400.000000 Penalty: 5990.062012
	Iteration 48Q: 3 clusters Score -2.20194e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172982 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -22019396.000000 Penalty: 5990.062012
	Iteration 49Q: 3 clusters Score -2.20194e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22019438.000000 Penalty: 5990.062012
	Iteration 50Q: 3 clusters Score -2.201944e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173240 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -22019480.000000 Penalty: 5990.062012
	Iteration 51Q: 3 clusters Score -2.201948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22019552.000000 Penalty: 5990.062012
	Iteration 52Q: 3 clusters Score -2.201955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173432 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -22019560.000000 Penalty: 5990.062012
	Iteration 53Q: 3 clusters Score -2.201956e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22019608.000000 Penalty: 5990.062012
	Iteration 54Q: 3 clusters Score -2.201961e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22019640.000000 Penalty: 5990.062012
	Iteration 55Q: 3 clusters Score -2.201964e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173634 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22019670.000000 Penalty: 5990.062012
	Iteration 56Q: 3 clusters Score -2.201967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173689 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -22019706.000000 Penalty: 5990.062012
	Iteration 57Q: 3 clusters Score -2.201971e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22019752.000000 Penalty: 5990.062012
	Iteration 58Q: 3 clusters Score -2.201975e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -22019736.000000 Penalty: 5990.062012
	Iteration 59Q: 3 clusters Score -2.201974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173803 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22019730.000000 Penalty: 5990.062012
	Iteration 60F: 3 clusters Score -2.201973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22019746.000000 Penalty: 5990.062012
	Iteration 61Q: 3 clusters Score -2.201975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173853 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22019750.000000 Penalty: 5990.062012
	Iteration 62Q: 3 clusters Score -2.201975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22019758.000000 Penalty: 5990.062012
	Iteration 63Q: 3 clusters Score -2.201976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173911 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22019776.000000 Penalty: 5990.062012
	Iteration 64Q: 3 clusters Score -2.201978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22019778.000000 Penalty: 5990.062012
	Iteration 65Q: 3 clusters Score -2.201978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173971 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22019774.000000 Penalty: 5990.062012
	Iteration 66Q: 3 clusters Score -2.201977e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173996 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22019784.000000 Penalty: 5990.062012
	Iteration 67Q: 3 clusters Score -2.201978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22019800.000000 Penalty: 5990.062012
	Iteration 68Q: 3 clusters Score -2.20198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -22019812.000000 Penalty: 5990.062012
	Iteration 69Q: 3 clusters Score -2.201981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174061 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22019818.000000 Penalty: 5990.062012
	Iteration 70Q: 3 clusters Score -2.201982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22019840.000000 Penalty: 5990.062012
	Iteration 71Q: 3 clusters Score -2.201984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174105 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22019834.000000 Penalty: 5990.062012
	Iteration 72Q: 3 clusters Score -2.201983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -22019846.000000 Penalty: 5990.062012
	Iteration 73Q: 3 clusters Score -2.201985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174146 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22019836.000000 Penalty: 5990.062012
	Iteration 74Q: 3 clusters Score -2.201984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174170 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22019818.000000 Penalty: 5990.062012
	Iteration 75Q: 3 clusters Score -2.201982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174186 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -22019854.000000 Penalty: 5990.062012
	Iteration 76Q: 3 clusters Score -2.201985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22019866.000000 Penalty: 5990.062012
	Iteration 77Q: 3 clusters Score -2.201987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174227 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22019848.000000 Penalty: 5990.062012
	Iteration 78Q: 3 clusters Score -2.201985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174247 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22019860.000000 Penalty: 5990.062012
	Iteration 79Q: 3 clusters Score -2.201986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174265 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22019880.000000 Penalty: 5990.062012
	Iteration 80F: 3 clusters Score -2.201988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174274 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22019874.000000 Penalty: 5990.062012
	Iteration 81Q: 3 clusters Score -2.201987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174282 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22019876.000000 Penalty: 5990.062012
	Iteration 82Q: 3 clusters Score -2.201988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174285 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -22019866.000000 Penalty: 5990.062012
	Iteration 83Q: 3 clusters Score -2.201987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22019892.000000 Penalty: 5990.062012
	Iteration 84Q: 3 clusters Score -2.201989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22019884.000000 Penalty: 5990.062012
	Iteration 85Q: 3 clusters Score -2.201988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22019884.000000 Penalty: 5990.062012
	Iteration 86Q: 3 clusters Score -2.201988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22019886.000000 Penalty: 5990.062012
	Iteration 87Q: 3 clusters Score -2.201989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174297 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -22019884.000000 Penalty: 5990.062012
	Iteration 88Q: 3 clusters Score -2.201988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174298 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22019900.000000 Penalty: 5990.062012
	Iteration 89Q: 3 clusters Score -2.20199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22019896.000000 Penalty: 5990.062012
	Iteration 90Q: 3 clusters Score -2.20199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22019896.000000 Penalty: 5990.062012
	Iteration 91F: 3 clusters Score -2.20199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -185355.421875 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -185355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183026.046875 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -183026 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183433.375000 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -183433.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183660.031250 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -183660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183870.375000 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -183870.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184159.109375 Penalty: 3649.031494
	Iteration 4F: 3 clusters Score -184159.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184488.671875 Penalty: 3649.031494
	Iteration 5F: 3 clusters Score -184488.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184732.093750 Penalty: 3649.031494
	Iteration 6F: 3 clusters Score -184732.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184844.796875 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -184844.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184901.906250 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -184901.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184931.234375 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -184931.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -184972.640625 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -184972.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185015.750000 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -185015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185047.390625 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -185047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185053.203125 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -185053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185053.203125 Penalty: 3649.031494
	Iteration 14F: 3 clusters Score -185053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Entering Unmasked Estep 
Score: -19869294.000000 Penalty: 2968.063965
	Iteration 0F: 2 clusters Score -1.986929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -19766534.000000 Penalty: 5936.127930
	Iteration 0F: 3 clusters Score -1.976653e+07 nChanged 75619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -19811030.000000 Penalty: 5936.127930
	Iteration 1F: 3 clusters Score -1.981103e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -19812214.000000 Penalty: 5936.127930
	Iteration 2Q: 3 clusters Score -1.981221e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -19814062.000000 Penalty: 5936.127930
	Iteration 3Q: 3 clusters Score -1.981406e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -19816620.000000 Penalty: 5936.127930
	Iteration 4Q: 3 clusters Score -1.981662e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -19820930.000000 Penalty: 5936.127930
	Iteration 5F: 3 clusters Score -1.982093e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -19827434.000000 Penalty: 5936.127930
	Iteration 6F: 3 clusters Score -1.982743e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -19836628.000000 Penalty: 5936.127930
	Iteration 7F: 3 clusters Score -1.983663e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -19845190.000000 Penalty: 5936.127930
	Iteration 8F: 3 clusters Score -1.984519e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -19850426.000000 Penalty: 5936.127930
	Iteration 9F: 3 clusters Score -1.985043e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -19852536.000000 Penalty: 5936.127930
	Iteration 10Q: 3 clusters Score -1.985254e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 113586 members 
Entering Unmasked Estep 
Score: -19853514.000000 Penalty: 5936.127930
	Iteration 11Q: 3 clusters Score -1.985351e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -19854356.000000 Penalty: 5936.127930
	Iteration 12Q: 3 clusters Score -1.985436e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -19855148.000000 Penalty: 5936.127930
	Iteration 13Q: 3 clusters Score -1.985515e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
Score: -19856030.000000 Penalty: 5936.127930
	Iteration 14Q: 3 clusters Score -1.985603e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
Score: -19857020.000000 Penalty: 5936.127930
	Iteration 15Q: 3 clusters Score -1.985702e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -19857926.000000 Penalty: 5936.127930
	Iteration 16Q: 3 clusters Score -1.985793e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 127805 members 
Entering Unmasked Estep 
Score: -19859044.000000 Penalty: 5936.127930
	Iteration 17Q: 3 clusters Score -1.985904e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -19860122.000000 Penalty: 5936.127930
	Iteration 18Q: 3 clusters Score -1.986012e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -19861200.000000 Penalty: 5936.127930
	Iteration 19Q: 3 clusters Score -1.98612e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -19862260.000000 Penalty: 5936.127930
	Iteration 20F: 3 clusters Score -1.986226e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -19863232.000000 Penalty: 5936.127930
	Iteration 21Q: 3 clusters Score -1.986323e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -19864044.000000 Penalty: 5936.127930
	Iteration 22Q: 3 clusters Score -1.986404e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 139774 members 
Entering Unmasked Estep 
Score: -19864702.000000 Penalty: 5936.127930
	Iteration 23Q: 3 clusters Score -1.98647e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -19865316.000000 Penalty: 5936.127930
	Iteration 24Q: 3 clusters Score -1.986532e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -19865798.000000 Penalty: 5936.127930
	Iteration 25Q: 3 clusters Score -1.98658e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -19866380.000000 Penalty: 5936.127930
	Iteration 26Q: 3 clusters Score -1.986638e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 145162 members 
Entering Unmasked Estep 
Score: -19866638.000000 Penalty: 5936.127930
	Iteration 27Q: 3 clusters Score -1.986664e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 146204 members 
Entering Unmasked Estep 
Score: -19866926.000000 Penalty: 5936.127930
	Iteration 28Q: 3 clusters Score -1.986693e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -19867234.000000 Penalty: 5936.127930
	Iteration 29Q: 3 clusters Score -1.986723e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 148099 members 
Entering Unmasked Estep 
Score: -19867364.000000 Penalty: 5936.127930
	Iteration 30Q: 3 clusters Score -1.986736e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -19867592.000000 Penalty: 5936.127930
	Iteration 31Q: 3 clusters Score -1.986759e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -19867816.000000 Penalty: 5936.127930
	Iteration 32Q: 3 clusters Score -1.986782e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 150369 members 
Entering Unmasked Estep 
Score: -19867912.000000 Penalty: 5936.127930
	Iteration 33Q: 3 clusters Score -1.986791e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -19868016.000000 Penalty: 5936.127930
	Iteration 34Q: 3 clusters Score -1.986802e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 151532 members 
Entering Unmasked Estep 
Score: -19867994.000000 Penalty: 5936.127930
	Iteration 35Q: 3 clusters Score -1.986799e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -19868080.000000 Penalty: 5936.127930
	Iteration 36Q: 3 clusters Score -1.986808e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -19868106.000000 Penalty: 5936.127930
	Iteration 37Q: 3 clusters Score -1.986811e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -19868090.000000 Penalty: 5936.127930
	Iteration 38Q: 3 clusters Score -1.986809e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 153088 members 
Entering Unmasked Estep 
Score: -19868096.000000 Penalty: 5936.127930
	Iteration 39Q: 3 clusters Score -1.98681e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 153346 members 
Entering Unmasked Estep 
Score: -19868094.000000 Penalty: 5936.127930
	Iteration 40F: 3 clusters Score -1.986809e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 153577 members 
Entering Unmasked Estep 
Score: -19868062.000000 Penalty: 5936.127930
	Iteration 41Q: 3 clusters Score -1.986806e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 153751 members 
Entering Unmasked Estep 
Score: -19868052.000000 Penalty: 5936.127930
	Iteration 42Q: 3 clusters Score -1.986805e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -19868032.000000 Penalty: 5936.127930
	Iteration 43Q: 3 clusters Score -1.986803e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -19867996.000000 Penalty: 5936.127930
	Iteration 44Q: 3 clusters Score -1.9868e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -19868018.000000 Penalty: 5936.127930
	Iteration 45Q: 3 clusters Score -1.986802e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -19868024.000000 Penalty: 5936.127930
	Iteration 46Q: 3 clusters Score -1.986802e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -19868008.000000 Penalty: 5936.127930
	Iteration 47Q: 3 clusters Score -1.986801e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 154389 members 
Entering Unmasked Estep 
Score: -19867982.000000 Penalty: 5936.127930
	Iteration 48Q: 3 clusters Score -1.986798e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -19867978.000000 Penalty: 5936.127930
	Iteration 49Q: 3 clusters Score -1.986798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -19867980.000000 Penalty: 5936.127930
	Iteration 50Q: 3 clusters Score -1.986798e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 154546 members 
Entering Unmasked Estep 
Score: -19867966.000000 Penalty: 5936.127930
	Iteration 51Q: 3 clusters Score -1.986797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 154583 members 
Entering Unmasked Estep 
Score: -19867962.000000 Penalty: 5936.127930
	Iteration 52Q: 3 clusters Score -1.986796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -19867964.000000 Penalty: 5936.127930
	Iteration 53Q: 3 clusters Score -1.986796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -19867960.000000 Penalty: 5936.127930
	Iteration 54Q: 3 clusters Score -1.986796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -19867958.000000 Penalty: 5936.127930
	Iteration 55Q: 3 clusters Score -1.986796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -19867962.000000 Penalty: 5936.127930
	Iteration 56Q: 3 clusters Score -1.986796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -19867944.000000 Penalty: 5936.127930
	Iteration 57Q: 3 clusters Score -1.986794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -19867952.000000 Penalty: 5936.127930
	Iteration 58Q: 3 clusters Score -1.986795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -19867962.000000 Penalty: 5936.127930
	Iteration 59Q: 3 clusters Score -1.986796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -19867948.000000 Penalty: 5936.127930
	Iteration 60F: 3 clusters Score -1.986795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -19867962.000000 Penalty: 5936.127930
	Iteration 61Q: 3 clusters Score -1.986796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 154794 members 
Entering Unmasked Estep 
Score: -19867976.000000 Penalty: 5936.127930
	Iteration 62Q: 3 clusters Score -1.986798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -19867982.000000 Penalty: 5936.127930
	Iteration 63Q: 3 clusters Score -1.986798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -19867982.000000 Penalty: 5936.127930
	Iteration 64Q: 3 clusters Score -1.986798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -19867966.000000 Penalty: 5936.127930
	Iteration 65Q: 3 clusters Score -1.986797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -19867970.000000 Penalty: 5936.127930
	Iteration 66Q: 3 clusters Score -1.986797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -19867974.000000 Penalty: 5936.127930
	Iteration 67Q: 3 clusters Score -1.986797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -19867968.000000 Penalty: 5936.127930
	Iteration 68Q: 3 clusters Score -1.986797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -19867978.000000 Penalty: 5936.127930
	Iteration 69Q: 3 clusters Score -1.986798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -19867972.000000 Penalty: 5936.127930
	Iteration 70Q: 3 clusters Score -1.986797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -19867976.000000 Penalty: 5936.127930
	Iteration 71Q: 3 clusters Score -1.986798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -19867970.000000 Penalty: 5936.127930
	Iteration 72Q: 3 clusters Score -1.986797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -19867972.000000 Penalty: 5936.127930
	Iteration 73Q: 3 clusters Score -1.986797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -19867972.000000 Penalty: 5936.127930
	Iteration 74Q: 3 clusters Score -1.986797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -19867972.000000 Penalty: 5936.127930
	Iteration 75F: 3 clusters Score -1.986797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27892.095703 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27892.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28012.181641 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28012.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28064.492188 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -28064.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28077.392578 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28077.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28099.007812 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28099.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28146.505859 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28146.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28160.169922 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28160.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28166.910156 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28166.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28179.671875 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28179.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28181.943359 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -28181.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28183.402344 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -28183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28189.062500 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -28189.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28214.689453 Penalty: 2820.739746
	Iteration 12Q: 3 clusters Score -28214.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28230.849609 Penalty: 2820.739746
	Iteration 13Q: 3 clusters Score -28230.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28240.050781 Penalty: 2820.739746
	Iteration 14Q: 3 clusters Score -28240.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28252.220703 Penalty: 2820.739746
	Iteration 15Q: 3 clusters Score -28252.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28286.222656 Penalty: 2820.739746
	Iteration 16Q: 3 clusters Score -28286.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28297.900391 Penalty: 2820.739746
	Iteration 17Q: 3 clusters Score -28297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28300.224609 Penalty: 2820.739746
	Iteration 18Q: 3 clusters Score -28300.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28300.224609 Penalty: 2820.739746
	Iteration 19F: 3 clusters Score -28300.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Entering Unmasked Estep 
Score: -19694234.000000 Penalty: 2965.279297
	Iteration 0F: 2 clusters Score -1.969423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -19592652.000000 Penalty: 5930.558594
	Iteration 0F: 3 clusters Score -1.959265e+07 nChanged 74561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84770 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -19636994.000000 Penalty: 5930.558594
	Iteration 1F: 3 clusters Score -1.963699e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -19639932.000000 Penalty: 5930.558594
	Iteration 2Q: 3 clusters Score -1.963993e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -19644900.000000 Penalty: 5930.558594
	Iteration 3F: 3 clusters Score -1.96449e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -19652788.000000 Penalty: 5930.558594
	Iteration 4F: 3 clusters Score -1.965279e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -19663524.000000 Penalty: 5930.558594
	Iteration 5F: 3 clusters Score -1.966352e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -19674294.000000 Penalty: 5930.558594
	Iteration 6F: 3 clusters Score -1.967429e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -19682194.000000 Penalty: 5930.558594
	Iteration 7F: 3 clusters Score -1.968219e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -19686156.000000 Penalty: 5930.558594
	Iteration 8Q: 3 clusters Score -1.968616e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -19687876.000000 Penalty: 5930.558594
	Iteration 9Q: 3 clusters Score -1.968788e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137911 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -19689006.000000 Penalty: 5930.558594
	Iteration 10Q: 3 clusters Score -1.968901e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139747 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -19689900.000000 Penalty: 5930.558594
	Iteration 11Q: 3 clusters Score -1.96899e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141397 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -19690650.000000 Penalty: 5930.558594
	Iteration 12Q: 3 clusters Score -1.969065e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142870 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -19691230.000000 Penalty: 5930.558594
	Iteration 13Q: 3 clusters Score -1.969123e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144154 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -19691624.000000 Penalty: 5930.558594
	Iteration 14Q: 3 clusters Score -1.969162e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145341 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -19691972.000000 Penalty: 5930.558594
	Iteration 15Q: 3 clusters Score -1.969197e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146400 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -19692152.000000 Penalty: 5930.558594
	Iteration 16Q: 3 clusters Score -1.969215e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -19692492.000000 Penalty: 5930.558594
	Iteration 17Q: 3 clusters Score -1.969249e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148138 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -19692598.000000 Penalty: 5930.558594
	Iteration 18Q: 3 clusters Score -1.96926e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -19692728.000000 Penalty: 5930.558594
	Iteration 19Q: 3 clusters Score -1.969273e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -19692814.000000 Penalty: 5930.558594
	Iteration 20F: 3 clusters Score -1.969281e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -19692808.000000 Penalty: 5930.558594
	Iteration 21Q: 3 clusters Score -1.969281e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -19692838.000000 Penalty: 5930.558594
	Iteration 22Q: 3 clusters Score -1.969284e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -19692828.000000 Penalty: 5930.558594
	Iteration 23Q: 3 clusters Score -1.969283e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151034 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -19692846.000000 Penalty: 5930.558594
	Iteration 24Q: 3 clusters Score -1.969285e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -19692888.000000 Penalty: 5930.558594
	Iteration 25Q: 3 clusters Score -1.969289e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19692830.000000 Penalty: 5930.558594
	Iteration 26Q: 3 clusters Score -1.969283e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -19692802.000000 Penalty: 5930.558594
	Iteration 27Q: 3 clusters Score -1.96928e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -19692844.000000 Penalty: 5930.558594
	Iteration 28Q: 3 clusters Score -1.969284e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -19692844.000000 Penalty: 5930.558594
	Iteration 29Q: 3 clusters Score -1.969284e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -19692852.000000 Penalty: 5930.558594
	Iteration 30Q: 3 clusters Score -1.969285e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -19692828.000000 Penalty: 5930.558594
	Iteration 31Q: 3 clusters Score -1.969283e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -19692826.000000 Penalty: 5930.558594
	Iteration 32Q: 3 clusters Score -1.969283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -19692822.000000 Penalty: 5930.558594
	Iteration 33Q: 3 clusters Score -1.969282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152462 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -19692830.000000 Penalty: 5930.558594
	Iteration 34Q: 3 clusters Score -1.969283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -19692814.000000 Penalty: 5930.558594
	Iteration 35Q: 3 clusters Score -1.969281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152520 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -19692824.000000 Penalty: 5930.558594
	Iteration 36Q: 3 clusters Score -1.969282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -19692832.000000 Penalty: 5930.558594
	Iteration 37Q: 3 clusters Score -1.969283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19692862.000000 Penalty: 5930.558594
	Iteration 38Q: 3 clusters Score -1.969286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -19692850.000000 Penalty: 5930.558594
	Iteration 39Q: 3 clusters Score -1.969285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -19692858.000000 Penalty: 5930.558594
	Iteration 40F: 3 clusters Score -1.969286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -19692828.000000 Penalty: 5930.558594
	Iteration 41Q: 3 clusters Score -1.969283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -19692838.000000 Penalty: 5930.558594
	Iteration 42Q: 3 clusters Score -1.969284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -19692848.000000 Penalty: 5930.558594
	Iteration 43Q: 3 clusters Score -1.969285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -19692852.000000 Penalty: 5930.558594
	Iteration 44Q: 3 clusters Score -1.969285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -19692836.000000 Penalty: 5930.558594
	Iteration 45Q: 3 clusters Score -1.969284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -19692854.000000 Penalty: 5930.558594
	Iteration 46Q: 3 clusters Score -1.969285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -19692852.000000 Penalty: 5930.558594
	Iteration 47Q: 3 clusters Score -1.969285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19692854.000000 Penalty: 5930.558594
	Iteration 48Q: 3 clusters Score -1.969285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -19692862.000000 Penalty: 5930.558594
	Iteration 49Q: 3 clusters Score -1.969286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -19692860.000000 Penalty: 5930.558594
	Iteration 50Q: 3 clusters Score -1.969286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152839 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 5930.558594
	Iteration 51Q: 3 clusters Score -1.969287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -19692890.000000 Penalty: 5930.558594
	Iteration 52Q: 3 clusters Score -1.969289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152883 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -19692890.000000 Penalty: 5930.558594
	Iteration 53Q: 3 clusters Score -1.969289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -19692892.000000 Penalty: 5930.558594
	Iteration 54Q: 3 clusters Score -1.969289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152928 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -19692898.000000 Penalty: 5930.558594
	Iteration 55Q: 3 clusters Score -1.96929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -19692910.000000 Penalty: 5930.558594
	Iteration 56Q: 3 clusters Score -1.969291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -19692894.000000 Penalty: 5930.558594
	Iteration 57Q: 3 clusters Score -1.969289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -19692868.000000 Penalty: 5930.558594
	Iteration 58Q: 3 clusters Score -1.969287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 5930.558594
	Iteration 59Q: 3 clusters Score -1.969287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -19692858.000000 Penalty: 5930.558594
	Iteration 60F: 3 clusters Score -1.969286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153061 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19692858.000000 Penalty: 5930.558594
	Iteration 61Q: 3 clusters Score -1.969286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19692858.000000 Penalty: 5930.558594
	Iteration 62Q: 3 clusters Score -1.969286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -19692864.000000 Penalty: 5930.558594
	Iteration 63Q: 3 clusters Score -1.969286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -19692840.000000 Penalty: 5930.558594
	Iteration 64Q: 3 clusters Score -1.969284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -19692846.000000 Penalty: 5930.558594
	Iteration 65Q: 3 clusters Score -1.969285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -19692856.000000 Penalty: 5930.558594
	Iteration 66Q: 3 clusters Score -1.969286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -19692850.000000 Penalty: 5930.558594
	Iteration 67Q: 3 clusters Score -1.969285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153163 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19692864.000000 Penalty: 5930.558594
	Iteration 68Q: 3 clusters Score -1.969286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19692866.000000 Penalty: 5930.558594
	Iteration 69Q: 3 clusters Score -1.969287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153173 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 5930.558594
	Iteration 70Q: 3 clusters Score -1.969287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19692876.000000 Penalty: 5930.558594
	Iteration 71Q: 3 clusters Score -1.969288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -19692862.000000 Penalty: 5930.558594
	Iteration 72Q: 3 clusters Score -1.969286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -19692866.000000 Penalty: 5930.558594
	Iteration 73Q: 3 clusters Score -1.969287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19692868.000000 Penalty: 5930.558594
	Iteration 74Q: 3 clusters Score -1.969287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19692866.000000 Penalty: 5930.558594
	Iteration 75Q: 3 clusters Score -1.969287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -19692874.000000 Penalty: 5930.558594
	Iteration 76Q: 3 clusters Score -1.969287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19692880.000000 Penalty: 5930.558594
	Iteration 77Q: 3 clusters Score -1.969288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19692874.000000 Penalty: 5930.558594
	Iteration 78Q: 3 clusters Score -1.969287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -19692864.000000 Penalty: 5930.558594
	Iteration 79Q: 3 clusters Score -1.969286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19692862.000000 Penalty: 5930.558594
	Iteration 80F: 3 clusters Score -1.969286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -19692876.000000 Penalty: 5930.558594
	Iteration 81Q: 3 clusters Score -1.969288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19692862.000000 Penalty: 5930.558594
	Iteration 82Q: 3 clusters Score -1.969286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153249 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -19692856.000000 Penalty: 5930.558594
	Iteration 83Q: 3 clusters Score -1.969286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 5930.558594
	Iteration 84Q: 3 clusters Score -1.969287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 5930.558594
	Iteration 85Q: 3 clusters Score -1.969287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19692880.000000 Penalty: 5930.558594
	Iteration 86Q: 3 clusters Score -1.969288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19692882.000000 Penalty: 5930.558594
	Iteration 87Q: 3 clusters Score -1.969288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19692884.000000 Penalty: 5930.558594
	Iteration 88Q: 3 clusters Score -1.969288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -19692876.000000 Penalty: 5930.558594
	Iteration 89Q: 3 clusters Score -1.969288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -19692874.000000 Penalty: 5930.558594
	Iteration 90Q: 3 clusters Score -1.969287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -19692884.000000 Penalty: 5930.558594
	Iteration 91Q: 3 clusters Score -1.969288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -19692876.000000 Penalty: 5930.558594
	Iteration 92Q: 3 clusters Score -1.969288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -19692868.000000 Penalty: 5930.558594
	Iteration 93Q: 3 clusters Score -1.969287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153280 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -19692888.000000 Penalty: 5930.558594
	Iteration 94Q: 3 clusters Score -1.969289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -19692872.000000 Penalty: 5930.558594
	Iteration 95Q: 3 clusters Score -1.969287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 5930.558594
	Iteration 96Q: 3 clusters Score -1.969287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -19692878.000000 Penalty: 5930.558594
	Iteration 97Q: 3 clusters Score -1.969288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -19692882.000000 Penalty: 5930.558594
	Iteration 98Q: 3 clusters Score -1.969288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -19692882.000000 Penalty: 5930.558594
	Iteration 99F: 3 clusters Score -1.969288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -783601.000000 Penalty: 2180.288574
	Iteration 0F: 2 clusters Score -783601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -778067.437500 Penalty: 4360.577148
	Iteration 0F: 3 clusters Score -778067.4 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -779597.937500 Penalty: 4360.577148
	Iteration 1F: 3 clusters Score -779597.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -780123.250000 Penalty: 4360.577148
	Iteration 2F: 3 clusters Score -780123.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -780619.625000 Penalty: 4360.577148
	Iteration 3F: 3 clusters Score -780619.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -781055.187500 Penalty: 4360.577148
	Iteration 4F: 3 clusters Score -781055.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -781401.000000 Penalty: 4360.577148
	Iteration 5F: 3 clusters Score -781401 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -781625.625000 Penalty: 4360.577148
	Iteration 6F: 3 clusters Score -781625.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -781788.000000 Penalty: 4360.577148
	Iteration 7Q: 3 clusters Score -781788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -781889.125000 Penalty: 4360.577148
	Iteration 8Q: 3 clusters Score -781889.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -781959.375000 Penalty: 4360.577148
	Iteration 9Q: 3 clusters Score -781959.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -782020.875000 Penalty: 4360.577148
	Iteration 10Q: 3 clusters Score -782020.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -782066.937500 Penalty: 4360.577148
	Iteration 11Q: 3 clusters Score -782066.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -782106.937500 Penalty: 4360.577148
	Iteration 12Q: 3 clusters Score -782106.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -782132.812500 Penalty: 4360.577148
	Iteration 13Q: 3 clusters Score -782132.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -782151.687500 Penalty: 4360.577148
	Iteration 14Q: 3 clusters Score -782151.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -782162.687500 Penalty: 4360.577148
	Iteration 15Q: 3 clusters Score -782162.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -782171.625000 Penalty: 4360.577148
	Iteration 16Q: 3 clusters Score -782171.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -782184.187500 Penalty: 4360.577148
	Iteration 17Q: 3 clusters Score -782184.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -782194.312500 Penalty: 4360.577148
	Iteration 18Q: 3 clusters Score -782194.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -782202.062500 Penalty: 4360.577148
	Iteration 19Q: 3 clusters Score -782202.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -782207.125000 Penalty: 4360.577148
	Iteration 20F: 3 clusters Score -782207.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -782210.875000 Penalty: 4360.577148
	Iteration 21Q: 3 clusters Score -782210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -782212.625000 Penalty: 4360.577148
	Iteration 22Q: 3 clusters Score -782212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -782215.625000 Penalty: 4360.577148
	Iteration 23Q: 3 clusters Score -782215.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -782215.687500 Penalty: 4360.577148
	Iteration 24Q: 3 clusters Score -782215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -782214.812500 Penalty: 4360.577148
	Iteration 25Q: 3 clusters Score -782214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -782216.750000 Penalty: 4360.577148
	Iteration 26Q: 3 clusters Score -782216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -782218.187500 Penalty: 4360.577148
	Iteration 27Q: 3 clusters Score -782218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -782219.312500 Penalty: 4360.577148
	Iteration 28Q: 3 clusters Score -782219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -782222.812500 Penalty: 4360.577148
	Iteration 29Q: 3 clusters Score -782222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -782224.000000 Penalty: 4360.577148
	Iteration 30Q: 3 clusters Score -782224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -782224.250000 Penalty: 4360.577148
	Iteration 31Q: 3 clusters Score -782224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -782227.500000 Penalty: 4360.577148
	Iteration 32Q: 3 clusters Score -782227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -782228.625000 Penalty: 4360.577148
	Iteration 33Q: 3 clusters Score -782228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -782227.437500 Penalty: 4360.577148
	Iteration 34Q: 3 clusters Score -782227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -782230.125000 Penalty: 4360.577148
	Iteration 35Q: 3 clusters Score -782230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -782232.250000 Penalty: 4360.577148
	Iteration 36Q: 3 clusters Score -782232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -782233.625000 Penalty: 4360.577148
	Iteration 37Q: 3 clusters Score -782233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -782233.562500 Penalty: 4360.577148
	Iteration 38Q: 3 clusters Score -782233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -782236.000000 Penalty: 4360.577148
	Iteration 39Q: 3 clusters Score -782236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -782238.375000 Penalty: 4360.577148
	Iteration 40F: 3 clusters Score -782238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -782241.437500 Penalty: 4360.577148
	Iteration 41Q: 3 clusters Score -782241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -782244.437500 Penalty: 4360.577148
	Iteration 42Q: 3 clusters Score -782244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -782244.750000 Penalty: 4360.577148
	Iteration 43Q: 3 clusters Score -782244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -782246.812500 Penalty: 4360.577148
	Iteration 44Q: 3 clusters Score -782246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -782249.937500 Penalty: 4360.577148
	Iteration 45Q: 3 clusters Score -782249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -782249.312500 Penalty: 4360.577148
	Iteration 46Q: 3 clusters Score -782249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -782250.312500 Penalty: 4360.577148
	Iteration 47Q: 3 clusters Score -782250.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -782250.312500 Penalty: 4360.577148
	Iteration 48F: 3 clusters Score -782250.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82778.882812 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82778.88 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83340.539062 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83340.54 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84195.742188 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -84195.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84687.929688 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -84687.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84845.679688 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -84845.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84947.468750 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -84947.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84998.078125 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84998.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85037.125000 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -85037.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85086.710938 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -85086.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85158.617188 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -85158.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85174.492188 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -85174.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85181.531250 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -85181.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85184.984375 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -85184.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85186.312500 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -85186.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85191.867188 Penalty: 3300.459473
	Iteration 14F: 3 clusters Score -85191.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85210.015625 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -85210.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85220.609375 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -85220.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85222.593750 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -85222.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85222.593750 Penalty: 3300.459473
	Iteration 18F: 3 clusters Score -85222.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52269 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69827 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175736 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157629 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155869 members 
Mstep: Class 12 contains 6578 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27681 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199190 members 
Mstep: Class 20 contains 531 members 
Entering Unmasked Estep 
Score: -105736400.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105737408.000000 to -105736400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 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 163 members 
Entering Unmasked Estep 
Score: -27940.845703 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27940.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28276.878906 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28276.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28373.916016 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28373.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28418.574219 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28418.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28437.833984 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28437.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28460.796875 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28471.296875 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28474.986328 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28474.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28474.986328 Penalty: 2843.737305
	Iteration 8F: 3 clusters Score -28474.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -383117.125000 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -383117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -379845.062500 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -379845.1 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380475.562500 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -380475.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -380621.593750 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -380621.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -380703.187500 Penalty: 3972.314453
	Iteration 3Q: 3 clusters Score -380703.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -380768.593750 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -380768.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -380824.625000 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -380824.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -380865.156250 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -380865.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380898.718750 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -380898.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -380921.500000 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -380921.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -380940.062500 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -380940.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -380957.593750 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -380957.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -380969.093750 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -380969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -380975.687500 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -380975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380979.625000 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -380979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -380984.750000 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -380984.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380992.843750 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -380992.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -380998.937500 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -380998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381000.593750 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -381000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -381003.281250 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -381003.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -381005.281250 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -381005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -381008.718750 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -381008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -381009.187500 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -381009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -381010.437500 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -381010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -381011.281250 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -381011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -381011.281250 Penalty: 3972.314453
	Iteration 24F: 3 clusters Score -381011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 311 members 
Entering Unmasked Estep 
Score: -65970.968750 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65970.97 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66181.937500 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66181.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66271.570312 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66271.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66322.000000 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -66322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66375.062500 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66375.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66445.453125 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66445.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66496.406250 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66496.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66529.125000 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66529.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66561.304688 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66585.429688 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -66585.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66616.890625 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -66616.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66648.015625 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -66648.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66667.843750 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -66667.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66679.703125 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -66679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66696.289062 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -66696.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66697.843750 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -66697.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66701.203125 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -66701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66706.039062 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -66706.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66708.507812 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -66708.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66710.210938 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -66710.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66713.328125 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -66713.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66718.179688 Penalty: 3176.993408
	Iteration 21Q: 3 clusters Score -66718.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66722.476562 Penalty: 3176.993408
	Iteration 22Q: 3 clusters Score -66722.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66729.312500 Penalty: 3176.993408
	Iteration 23Q: 3 clusters Score -66729.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66734.804688 Penalty: 3176.993408
	Iteration 24Q: 3 clusters Score -66734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66738.617188 Penalty: 3176.993408
	Iteration 25Q: 3 clusters Score -66738.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66743.296875 Penalty: 3176.993408
	Iteration 26Q: 3 clusters Score -66743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66754.593750 Penalty: 3176.993408
	Iteration 27Q: 3 clusters Score -66754.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66760.679688 Penalty: 3176.993408
	Iteration 28Q: 3 clusters Score -66760.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66767.632812 Penalty: 3176.993408
	Iteration 29Q: 3 clusters Score -66767.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66777.367188 Penalty: 3176.993408
	Iteration 30Q: 3 clusters Score -66777.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66780.484375 Penalty: 3176.993408
	Iteration 31Q: 3 clusters Score -66780.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66783.070312 Penalty: 3176.993408
	Iteration 32Q: 3 clusters Score -66783.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66783.070312 Penalty: 3176.993408
	Iteration 33F: 3 clusters Score -66783.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Entering Unmasked Estep 
Score: -3473551.500000 Penalty: 2536.668213
	Iteration 0F: 2 clusters Score -3473552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3454553.750000 Penalty: 5073.336426
	Iteration 0F: 3 clusters Score -3454554 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3461094.500000 Penalty: 5073.336426
	Iteration 1F: 3 clusters Score -3461094 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3461541.750000 Penalty: 5073.336426
	Iteration 2Q: 3 clusters Score -3461542 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3461931.500000 Penalty: 5073.336426
	Iteration 3Q: 3 clusters Score -3461932 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3462365.250000 Penalty: 5073.336426
	Iteration 4Q: 3 clusters Score -3462365 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3462990.000000 Penalty: 5073.336426
	Iteration 5Q: 3 clusters Score -3462990 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3463971.250000 Penalty: 5073.336426
	Iteration 6F: 3 clusters Score -3463971 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3465406.500000 Penalty: 5073.336426
	Iteration 7F: 3 clusters Score -3465406 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3467202.750000 Penalty: 5073.336426
	Iteration 8F: 3 clusters Score -3467203 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3468991.000000 Penalty: 5073.336426
	Iteration 9F: 3 clusters Score -3468991 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3470231.000000 Penalty: 5073.336426
	Iteration 10Q: 3 clusters Score -3470231 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3470781.250000 Penalty: 5073.336426
	Iteration 11Q: 3 clusters Score -3470781 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3471027.250000 Penalty: 5073.336426
	Iteration 12Q: 3 clusters Score -3471027 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3471149.500000 Penalty: 5073.336426
	Iteration 13Q: 3 clusters Score -3471150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3471226.250000 Penalty: 5073.336426
	Iteration 14Q: 3 clusters Score -3471226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3471260.750000 Penalty: 5073.336426
	Iteration 15Q: 3 clusters Score -3471261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3471268.750000 Penalty: 5073.336426
	Iteration 16Q: 3 clusters Score -3471269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3471276.500000 Penalty: 5073.336426
	Iteration 17Q: 3 clusters Score -3471276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3471289.500000 Penalty: 5073.336426
	Iteration 18Q: 3 clusters Score -3471290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3471302.000000 Penalty: 5073.336426
	Iteration 19Q: 3 clusters Score -3471302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3471316.000000 Penalty: 5073.336426
	Iteration 20F: 3 clusters Score -3471316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3471320.000000 Penalty: 5073.336426
	Iteration 21Q: 3 clusters Score -3471320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3471322.250000 Penalty: 5073.336426
	Iteration 22Q: 3 clusters Score -3471322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3471322.250000 Penalty: 5073.336426
	Iteration 23F: 3 clusters Score -3471322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41299.609375 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41299.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41410.984375 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41410.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41445.988281 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41445.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41458.445312 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41458.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41468.511719 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41468.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41481.820312 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -41481.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41490.082031 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -41490.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41495.429688 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -41495.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41495.429688 Penalty: 2923.623779
	Iteration 8F: 3 clusters Score -41495.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199190 members 
Entering Unmasked Estep 
Score: -24974414.000000 Penalty: 3026.099365
	Iteration 0F: 2 clusters Score -2.497441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -24849900.000000 Penalty: 6052.198730
	Iteration 0F: 3 clusters Score -2.48499e+07 nChanged 95914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -24905908.000000 Penalty: 6052.198730
	Iteration 1F: 3 clusters Score -2.490591e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -24907392.000000 Penalty: 6052.198730
	Iteration 2Q: 3 clusters Score -2.490739e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -24909848.000000 Penalty: 6052.198730
	Iteration 3Q: 3 clusters Score -2.490985e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -24914338.000000 Penalty: 6052.198730
	Iteration 4Q: 3 clusters Score -2.491434e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -24921964.000000 Penalty: 6052.198730
	Iteration 5F: 3 clusters Score -2.492196e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -24934266.000000 Penalty: 6052.198730
	Iteration 6F: 3 clusters Score -2.493427e+07 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -24948924.000000 Penalty: 6052.198730
	Iteration 7F: 3 clusters Score -2.494892e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 183144 members 
Entering Unmasked Estep 
Score: -24961042.000000 Penalty: 6052.198730
	Iteration 8F: 3 clusters Score -2.496104e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 192658 members 
Entering Unmasked Estep 
Score: -24967838.000000 Penalty: 6052.198730
	Iteration 9Q: 3 clusters Score -2.496784e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 196855 members 
Entering Unmasked Estep 
Score: -24970502.000000 Penalty: 6052.198730
	Iteration 10Q: 3 clusters Score -2.49705e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -24971368.000000 Penalty: 6052.198730
	Iteration 11Q: 3 clusters Score -2.497137e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 198710 members 
Entering Unmasked Estep 
Score: -24971574.000000 Penalty: 6052.198730
	Iteration 12Q: 3 clusters Score -2.497157e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198840 members 
Entering Unmasked Estep 
Score: -24971692.000000 Penalty: 6052.198730
	Iteration 13Q: 3 clusters Score -2.497169e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 198887 members 
Entering Unmasked Estep 
Score: -24971750.000000 Penalty: 6052.198730
	Iteration 14Q: 3 clusters Score -2.497175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 198917 members 
Entering Unmasked Estep 
Score: -24971778.000000 Penalty: 6052.198730
	Iteration 15Q: 3 clusters Score -2.497178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 198927 members 
Entering Unmasked Estep 
Score: -24971798.000000 Penalty: 6052.198730
	Iteration 16Q: 3 clusters Score -2.49718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 198937 members 
Entering Unmasked Estep 
Score: -24971844.000000 Penalty: 6052.198730
	Iteration 17Q: 3 clusters Score -2.497184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198940 members 
Entering Unmasked Estep 
Score: -24971846.000000 Penalty: 6052.198730
	Iteration 18Q: 3 clusters Score -2.497185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198941 members 
Entering Unmasked Estep 
Score: -24971846.000000 Penalty: 6052.198730
	Iteration 19Q: 3 clusters Score -2.497185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198941 members 
Entering Unmasked Estep 
Score: -24971850.000000 Penalty: 6052.198730
	Iteration 20F: 3 clusters Score -2.497185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198941 members 
Entering Unmasked Estep 
Score: -24971840.000000 Penalty: 6052.198730
	Iteration 21Q: 3 clusters Score -2.497184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198942 members 
Entering Unmasked Estep 
Score: -24971848.000000 Penalty: 6052.198730
	Iteration 22Q: 3 clusters Score -2.497185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198942 members 
Entering Unmasked Estep 
Score: -24971848.000000 Penalty: 6052.198730
	Iteration 23F: 3 clusters Score -2.497185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52269 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69827 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175736 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157629 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155869 members 
Mstep: Class 12 contains 6578 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27681 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737344.000000 Penalty: 64371.320312
Iteration 199Q: 20 clusters Score -1.057373e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52253 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69815 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175720 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157627 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155878 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27722 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737416.000000 Penalty: 64371.320312
Iteration 200F: 20 clusters Score -1.057374e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52233 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69802 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175732 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157626 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155882 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27770 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737320.000000 Penalty: 64371.320312
Iteration 201Q: 20 clusters Score -1.057373e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52229 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69792 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175733 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157628 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155875 members 
Mstep: Class 12 contains 6563 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27814 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737296.000000 Penalty: 64371.320312
Iteration 202Q: 20 clusters Score -1.057373e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52216 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69784 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175746 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157613 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155871 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27843 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737320.000000 Penalty: 64371.320312
Iteration 203Q: 20 clusters Score -1.057373e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52200 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69768 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175766 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157590 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155877 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27874 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737368.000000 Penalty: 64371.320312
Iteration 204Q: 20 clusters Score -1.057374e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52191 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69760 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175770 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157574 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155882 members 
Mstep: Class 12 contains 6543 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27899 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737336.000000 Penalty: 64371.320312
Iteration 205Q: 20 clusters Score -1.057373e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52173 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69743 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175780 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157568 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155874 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27926 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737360.000000 Penalty: 64371.320312
Iteration 206Q: 20 clusters Score -1.057374e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52154 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69731 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175788 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157561 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155867 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27959 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737328.000000 Penalty: 64371.320312
Iteration 207Q: 20 clusters Score -1.057373e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52135 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69729 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175790 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 157570 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155847 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 27994 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737280.000000 Penalty: 64371.320312
Iteration 208Q: 20 clusters Score -1.057373e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52121 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69731 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175800 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157570 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155839 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28030 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737432.000000 Penalty: 64371.320312
Iteration 209Q: 20 clusters Score -1.057374e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52108 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69735 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175796 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157580 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155833 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28060 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737376.000000 Penalty: 64371.320312
Iteration 210Q: 20 clusters Score -1.057374e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52094 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69733 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175787 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157576 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155844 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28093 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737440.000000 Penalty: 64371.320312
Iteration 211Q: 20 clusters Score -1.057374e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52084 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69732 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175788 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157584 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155834 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28114 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737512.000000 Penalty: 64371.320312
Iteration 212Q: 20 clusters Score -1.057375e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52076 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69735 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175789 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157576 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155825 members 
Mstep: Class 12 contains 6496 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28129 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737576.000000 Penalty: 64371.320312
Iteration 213Q: 20 clusters Score -1.057376e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52068 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69732 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175805 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157583 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155811 members 
Mstep: Class 12 contains 6493 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28151 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737608.000000 Penalty: 64371.320312
Iteration 214Q: 20 clusters Score -1.057376e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52059 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69725 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175815 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157589 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155801 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28175 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737592.000000 Penalty: 64371.320312
Iteration 215Q: 20 clusters Score -1.057376e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52048 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69719 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175831 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157580 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155793 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28207 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737528.000000 Penalty: 64371.320312
Iteration 216Q: 20 clusters Score -1.057375e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52046 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69716 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175842 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157561 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155789 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737624.000000 Penalty: 64371.320312
Iteration 217Q: 20 clusters Score -1.057376e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52042 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69704 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175862 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157547 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155773 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28269 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737520.000000 Penalty: 64371.320312
Iteration 218Q: 20 clusters Score -1.057375e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52039 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69699 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175875 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157536 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155756 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28309 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737488.000000 Penalty: 64371.320312
Iteration 219Q: 20 clusters Score -1.057375e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69688 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175892 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157506 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155751 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737544.000000 Penalty: 64371.320312
Iteration 220F: 20 clusters Score -1.057375e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52027 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69680 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175916 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157491 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155744 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737672.000000 Penalty: 64371.320312
Iteration 221Q: 20 clusters Score -1.057377e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52013 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69673 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175933 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157484 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155741 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28413 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737632.000000 Penalty: 64371.320312
Iteration 222Q: 20 clusters Score -1.057376e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52008 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69667 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175932 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157476 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155747 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28447 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737664.000000 Penalty: 64371.320312
Iteration 223Q: 20 clusters Score -1.057377e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51997 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69664 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175925 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157479 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155750 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28498 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737864.000000 Penalty: 64371.320312
Iteration 224Q: 20 clusters Score -1.057379e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51985 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69656 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175928 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155736 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28544 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737744.000000 Penalty: 64371.320312
Iteration 225Q: 20 clusters Score -1.057377e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51973 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69651 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175937 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157473 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155725 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28585 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737776.000000 Penalty: 64371.320312
Iteration 226Q: 20 clusters Score -1.057378e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51960 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69636 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175945 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157461 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155726 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28624 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 227Q: 20 clusters Score -1.057378e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51958 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69630 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175949 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157461 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155714 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737736.000000 Penalty: 64371.320312
Iteration 228Q: 20 clusters Score -1.057377e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51948 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69619 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175958 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157458 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155711 members 
Mstep: Class 12 contains 6466 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28708 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 229Q: 20 clusters Score -1.057378e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51939 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69612 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175979 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157449 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155702 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28745 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737744.000000 Penalty: 64371.320312
Iteration 230Q: 20 clusters Score -1.057377e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51934 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69599 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175988 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157454 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155693 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28785 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737736.000000 Penalty: 64371.320312
Iteration 231Q: 20 clusters Score -1.057377e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51928 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69581 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176008 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157451 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155685 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737728.000000 Penalty: 64371.320312
Iteration 232Q: 20 clusters Score -1.057377e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51919 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69569 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176022 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 157452 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155678 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28848 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737704.000000 Penalty: 64371.320312
Iteration 233Q: 20 clusters Score -1.057377e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51906 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69555 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176021 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157459 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155672 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28885 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 234Q: 20 clusters Score -1.057378e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51899 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69536 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176036 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157468 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155659 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28922 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737848.000000 Penalty: 64371.320312
Iteration 235Q: 20 clusters Score -1.057378e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51889 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176030 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157478 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155655 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 28973 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737952.000000 Penalty: 64371.320312
Iteration 236Q: 20 clusters Score -1.05738e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51879 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69494 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176040 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155643 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29026 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737952.000000 Penalty: 64371.320312
Iteration 237Q: 20 clusters Score -1.05738e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51866 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69469 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176045 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155651 members 
Mstep: Class 12 contains 6448 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29079 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737928.000000 Penalty: 64371.320312
Iteration 238Q: 20 clusters Score -1.057379e+08 nChanged 186
Entering ConstructFrom: 
Score: -105737928.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148393.375000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -146276.453125 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146276.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -146595.625000 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146595.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -146688.859375 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146688.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -146740.187500 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -146740.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -146770.390625 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -146770.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -146789.218750 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -146789.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -146805.734375 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -146805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146822.781250 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -146822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146833.640625 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -146833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146844.093750 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -146844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146849.265625 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -146849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146849.984375 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -146850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146849.984375 Penalty: 3532.141357
	Iteration 12F: 3 clusters Score -146850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Entering Unmasked Estep 
Score: -6556364.500000 Penalty: 2692.343994
	Iteration 0F: 2 clusters Score -6556364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -6521510.000000 Penalty: 5384.687988
	Iteration 0F: 3 clusters Score -6521510 nChanged 23880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -6534732.500000 Penalty: 5384.687988
	Iteration 1F: 3 clusters Score -6534732 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -6535331.500000 Penalty: 5384.687988
	Iteration 2Q: 3 clusters Score -6535332 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -6536007.500000 Penalty: 5384.687988
	Iteration 3Q: 3 clusters Score -6536008 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6536777.500000 Penalty: 5384.687988
	Iteration 4Q: 3 clusters Score -6536778 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -6537690.000000 Penalty: 5384.687988
	Iteration 5Q: 3 clusters Score -6537690 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -6538836.000000 Penalty: 5384.687988
	Iteration 6Q: 3 clusters Score -6538836 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -6540261.000000 Penalty: 5384.687988
	Iteration 7Q: 3 clusters Score -6540261 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -6541982.500000 Penalty: 5384.687988
	Iteration 8F: 3 clusters Score -6541982 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6543800 nChanged 2719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6545495.500000 Penalty: 5384.687988
	Iteration 10F: 3 clusters Score -6545496 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6546866 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -6547679.500000 Penalty: 5384.687988
	Iteration 12Q: 3 clusters Score -6547680 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6548096 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6548356 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6548550 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6548710 nChanged 636
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6548837 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6548992 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6549171 nChanged 686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6549380 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6549561 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6549794 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -6550070.500000 Penalty: 5384.687988
	Iteration 23Q: 3 clusters Score -6550070 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6550344.500000 Penalty: 5384.687988
	Iteration 24Q: 3 clusters Score -6550344 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6550678 nChanged 748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6551015 nChanged 721
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -6551356.500000 Penalty: 5384.687988
	Iteration 27Q: 3 clusters Score -6551356 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6551672 nChanged 658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6551985 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6552263 nChanged 556
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Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6552488 nChanged 487
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6552638 nChanged 419
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6552799 nChanged 365
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Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6552898 nChanged 347
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6552994 nChanged 326
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6553114 nChanged 327
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6553212 nChanged 287
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Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6553306 nChanged 260
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Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6553388 nChanged 232
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6553452 nChanged 220
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Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6553521 nChanged 193
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Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6553585 nChanged 187
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Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6553630 nChanged 150
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Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6553660 nChanged 136
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Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6553698 nChanged 124
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6553737 nChanged 115
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Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6553770 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6553787 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6553800 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6553819 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6553842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6553846 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6553862 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6553856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6553869 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6553888 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6553893 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2559 members 
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Entering Unmasked Estep 
Score: -6553884.500000 Penalty: 5384.687988
	Iteration 58Q: 3 clusters Score -6553884 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6553896 nChanged 39
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6553910 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2445 members 
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Entering Unmasked Estep 
Score: -6553921.500000 Penalty: 5384.687988
	Iteration 61Q: 3 clusters Score -6553922 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2404 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6553926 nChanged 34
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Mstep: Class 1 contains 2374 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6553922 nChanged 27
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Mstep: Class 1 contains 2347 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6553917 nChanged 28
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Mstep: Class 1 contains 2319 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6553928 nChanged 29
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Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6553943 nChanged 26
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Mstep: Class 1 contains 2264 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6553958 nChanged 18
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Mstep: Class 1 contains 2246 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6553958 nChanged 29
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6553964 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6553977 nChanged 33
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Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 49701 members 
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	Iteration 71Q: 3 clusters Score -6553992 nChanged 38
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Mstep: Class 1 contains 2117 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6554004 nChanged 34
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Mstep: Class 1 contains 2089 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6554011 nChanged 29
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Mstep: Class 1 contains 2060 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6554002 nChanged 24
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Mstep: Class 1 contains 2036 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6554005 nChanged 27
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Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 49847 members 
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	Iteration 76Q: 3 clusters Score -6554015 nChanged 22
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Mstep: Class 1 contains 1987 members 
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Entering Unmasked Estep 
Score: -6554028.500000 Penalty: 5384.687988
	Iteration 77Q: 3 clusters Score -6554028 nChanged 15
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6554039 nChanged 17
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Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6554048 nChanged 24
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6554034 nChanged 23
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Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6554045 nChanged 24
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Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6554054 nChanged 18
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Mstep: Class 1 contains 1872 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6554061 nChanged 16
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	Iteration 84Q: 3 clusters Score -6554064 nChanged 21
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Mstep: Class 1 contains 1835 members 
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	Iteration 85Q: 3 clusters Score -6554070 nChanged 12
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6554078 nChanged 14
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	Iteration 87Q: 3 clusters Score -6554082 nChanged 15
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	Iteration 88Q: 3 clusters Score -6554088 nChanged 13
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6554092 nChanged 18
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	Iteration 90Q: 3 clusters Score -6554098 nChanged 18
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	Iteration 91Q: 3 clusters Score -6554105 nChanged 14
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6554102 nChanged 7
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6554106 nChanged 6
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	Iteration 94Q: 3 clusters Score -6554096 nChanged 8
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6554103 nChanged 7
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	Iteration 96Q: 3 clusters Score -6554098 nChanged 4
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	Iteration 97Q: 3 clusters Score -6554098 nChanged 2
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6554102 nChanged 3
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	Iteration 99Q: 3 clusters Score -6554105 nChanged 2
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6554105 nChanged 1
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Score: -6554109.000000 Penalty: 5384.687988
	Iteration 101Q: 3 clusters Score -6554109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -6554101.500000 Penalty: 5384.687988
	Iteration 102Q: 3 clusters Score -6554102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -6554104.000000 Penalty: 5384.687988
	Iteration 103Q: 3 clusters Score -6554104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6554108.500000 Penalty: 5384.687988
	Iteration 104Q: 3 clusters Score -6554108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6554108.500000 Penalty: 5384.687988
	Iteration 105F: 3 clusters Score -6554108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -207142.781250 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -207142.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -204732.031250 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -204732 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -205196.625000 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -205196.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205446.937500 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -205446.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -205632.828125 Penalty: 3715.856201
	Iteration 3F: 3 clusters Score -205632.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -205763.546875 Penalty: 3715.856201
	Iteration 4F: 3 clusters Score -205763.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -205845.953125 Penalty: 3715.856201
	Iteration 5Q: 3 clusters Score -205846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -205900.140625 Penalty: 3715.856201
	Iteration 6Q: 3 clusters Score -205900.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205940.078125 Penalty: 3715.856201
	Iteration 7Q: 3 clusters Score -205940.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205965.156250 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -205965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -205985.000000 Penalty: 3715.856201
	Iteration 9Q: 3 clusters Score -205985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -206011.718750 Penalty: 3715.856201
	Iteration 10Q: 3 clusters Score -206011.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206027.187500 Penalty: 3715.856201
	Iteration 11Q: 3 clusters Score -206027.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -206043.562500 Penalty: 3715.856201
	Iteration 12Q: 3 clusters Score -206043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -206060.046875 Penalty: 3715.856201
	Iteration 13Q: 3 clusters Score -206060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -206067.859375 Penalty: 3715.856201
	Iteration 14Q: 3 clusters Score -206067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -206077.000000 Penalty: 3715.856201
	Iteration 15Q: 3 clusters Score -206077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -206084.343750 Penalty: 3715.856201
	Iteration 16Q: 3 clusters Score -206084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -206087.265625 Penalty: 3715.856201
	Iteration 17Q: 3 clusters Score -206087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -206089.062500 Penalty: 3715.856201
	Iteration 18Q: 3 clusters Score -206089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206089.578125 Penalty: 3715.856201
	Iteration 19Q: 3 clusters Score -206089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206089.578125 Penalty: 3715.856201
	Iteration 20F: 3 clusters Score -206089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -189640.343750 Penalty: 1820.205322
	Iteration 0F: 2 clusters Score -189640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -187323.656250 Penalty: 3640.410645
	Iteration 0F: 3 clusters Score -187323.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187722.218750 Penalty: 3640.410645
	Iteration 1F: 3 clusters Score -187722.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187834.562500 Penalty: 3640.410645
	Iteration 2F: 3 clusters Score -187834.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187891.859375 Penalty: 3640.410645
	Iteration 3Q: 3 clusters Score -187891.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187918.593750 Penalty: 3640.410645
	Iteration 4Q: 3 clusters Score -187918.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187930.234375 Penalty: 3640.410645
	Iteration 5Q: 3 clusters Score -187930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187937.031250 Penalty: 3640.410645
	Iteration 6Q: 3 clusters Score -187937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187942.500000 Penalty: 3640.410645
	Iteration 7Q: 3 clusters Score -187942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -187946.281250 Penalty: 3640.410645
	Iteration 8Q: 3 clusters Score -187946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187952.375000 Penalty: 3640.410645
	Iteration 9Q: 3 clusters Score -187952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187954.718750 Penalty: 3640.410645
	Iteration 10Q: 3 clusters Score -187954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187956.000000 Penalty: 3640.410645
	Iteration 11Q: 3 clusters Score -187956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187958.859375 Penalty: 3640.410645
	Iteration 12Q: 3 clusters Score -187958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187959.546875 Penalty: 3640.410645
	Iteration 13Q: 3 clusters Score -187959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187960.531250 Penalty: 3640.410645
	Iteration 14Q: 3 clusters Score -187960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187960.875000 Penalty: 3640.410645
	Iteration 15Q: 3 clusters Score -187960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187960.875000 Penalty: 3640.410645
	Iteration 16F: 3 clusters Score -187960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Entering Unmasked Estep 
Score: -8464374.000000 Penalty: 2764.793701
	Iteration 0F: 2 clusters Score -8464374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -8417667.000000 Penalty: 5529.587402
	Iteration 0F: 3 clusters Score -8417667 nChanged 32540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -8435772.000000 Penalty: 5529.587402
	Iteration 1F: 3 clusters Score -8435772 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -8436271.000000 Penalty: 5529.587402
	Iteration 2Q: 3 clusters Score -8436271 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -8436704.000000 Penalty: 5529.587402
	Iteration 3Q: 3 clusters Score -8436704 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -8437046.000000 Penalty: 5529.587402
	Iteration 4Q: 3 clusters Score -8437046 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8437443.000000 Penalty: 5529.587402
	Iteration 5Q: 3 clusters Score -8437443 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -8437857.000000 Penalty: 5529.587402
	Iteration 6Q: 3 clusters Score -8437857 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8438409.000000 Penalty: 5529.587402
	Iteration 7Q: 3 clusters Score -8438409 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8439217.000000 Penalty: 5529.587402
	Iteration 8Q: 3 clusters Score -8439217 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -8440657.000000 Penalty: 5529.587402
	Iteration 9Q: 3 clusters Score -8440657 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8443017.000000 Penalty: 5529.587402
	Iteration 10F: 3 clusters Score -8443017 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -8446567.000000 Penalty: 5529.587402
	Iteration 11F: 3 clusters Score -8446567 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -8451086.000000 Penalty: 5529.587402
	Iteration 12F: 3 clusters Score -8451086 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -8455482.000000 Penalty: 5529.587402
	Iteration 13F: 3 clusters Score -8455482 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8458844.000000 Penalty: 5529.587402
	Iteration 14F: 3 clusters Score -8458844 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8460682.000000 Penalty: 5529.587402
	Iteration 15Q: 3 clusters Score -8460682 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8461399.000000 Penalty: 5529.587402
	Iteration 16Q: 3 clusters Score -8461399 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8461692.000000 Penalty: 5529.587402
	Iteration 17Q: 3 clusters Score -8461692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8461780.000000 Penalty: 5529.587402
	Iteration 18Q: 3 clusters Score -8461780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8461832.000000 Penalty: 5529.587402
	Iteration 19Q: 3 clusters Score -8461832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8461862.000000 Penalty: 5529.587402
	Iteration 20F: 3 clusters Score -8461862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8461883.000000 Penalty: 5529.587402
	Iteration 21Q: 3 clusters Score -8461883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8461903.000000 Penalty: 5529.587402
	Iteration 22Q: 3 clusters Score -8461903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8461911.000000 Penalty: 5529.587402
	Iteration 23Q: 3 clusters Score -8461911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8461912.000000 Penalty: 5529.587402
	Iteration 24Q: 3 clusters Score -8461912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8461923.000000 Penalty: 5529.587402
	Iteration 25Q: 3 clusters Score -8461923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8461923.000000 Penalty: 5529.587402
	Iteration 26Q: 3 clusters Score -8461923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8461926.000000 Penalty: 5529.587402
	Iteration 27Q: 3 clusters Score -8461926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8461926.000000 Penalty: 5529.587402
	Iteration 28F: 3 clusters Score -8461926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 362 members 
Entering Unmasked Estep 
Score: -67353.734375 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67353.73 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67765.875000 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -67765.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68044.257812 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68044.26 nChanged 52
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: -68300.625000 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68300.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68522.179688 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -68522.18 nChanged 34
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: -68757.679688 Penalty: 3230.562256
	Iteration 5F: 3 clusters Score -68757.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69002.703125 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -69002.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69242.312500 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -69242.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69394.500000 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -69394.5 nChanged 30
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: -69608.273438 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -69608.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69821.046875 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -69821.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69836.968750 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -69836.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69843.664062 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -69843.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69864.609375 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -69864.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69890.703125 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -69890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69906.476562 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -69906.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69908.757812 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -69908.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69908.757812 Penalty: 3230.562256
	Iteration 17F: 3 clusters Score -69908.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51856 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69450 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 176043 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155656 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29120 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198734 members 
Mstep: Class 20 contains 406 members 
Entering Unmasked Estep 
Score: -105737232.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105737928.000000 to -105737232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (176043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176043 members 
Entering Unmasked Estep 
Score: -22059792.000000 Penalty: 2995.463867
	Iteration 0F: 2 clusters Score -2.205979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -21946450.000000 Penalty: 5990.927734
	Iteration 0F: 3 clusters Score -2.194645e+07 nChanged 84064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -21995716.000000 Penalty: 5990.927734
	Iteration 1F: 3 clusters Score -2.199572e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -21997244.000000 Penalty: 5990.927734
	Iteration 2Q: 3 clusters Score -2.199724e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -21999218.000000 Penalty: 5990.927734
	Iteration 3Q: 3 clusters Score -2.199922e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -22002096.000000 Penalty: 5990.927734
	Iteration 4Q: 3 clusters Score -2.20021e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -22006374.000000 Penalty: 5990.927734
	Iteration 5Q: 3 clusters Score -2.200637e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -22012412.000000 Penalty: 5990.927734
	Iteration 6F: 3 clusters Score -2.201241e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -22020050.000000 Penalty: 5990.927734
	Iteration 7F: 3 clusters Score -2.202005e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -22028356.000000 Penalty: 5990.927734
	Iteration 8F: 3 clusters Score -2.202836e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -22035246.000000 Penalty: 5990.927734
	Iteration 9F: 3 clusters Score -2.203525e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130629 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -22039516.000000 Penalty: 5990.927734
	Iteration 10Q: 3 clusters Score -2.203952e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133755 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -22042004.000000 Penalty: 5990.927734
	Iteration 11Q: 3 clusters Score -2.2042e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -22043400.000000 Penalty: 5990.927734
	Iteration 12Q: 3 clusters Score -2.20434e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -22044900.000000 Penalty: 5990.927734
	Iteration 13Q: 3 clusters Score -2.20449e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -22046014.000000 Penalty: 5990.927734
	Iteration 14Q: 3 clusters Score -2.204601e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -22047162.000000 Penalty: 5990.927734
	Iteration 15Q: 3 clusters Score -2.204716e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -22048468.000000 Penalty: 5990.927734
	Iteration 16Q: 3 clusters Score -2.204847e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -22049862.000000 Penalty: 5990.927734
	Iteration 17Q: 3 clusters Score -2.204986e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -22051120.000000 Penalty: 5990.927734
	Iteration 18Q: 3 clusters Score -2.205112e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -22052298.000000 Penalty: 5990.927734
	Iteration 19Q: 3 clusters Score -2.20523e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -22053336.000000 Penalty: 5990.927734
	Iteration 20F: 3 clusters Score -2.205334e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163099 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -22054208.000000 Penalty: 5990.927734
	Iteration 21Q: 3 clusters Score -2.205421e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -22054894.000000 Penalty: 5990.927734
	Iteration 22Q: 3 clusters Score -2.205489e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -22055510.000000 Penalty: 5990.927734
	Iteration 23Q: 3 clusters Score -2.205551e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168343 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -22055880.000000 Penalty: 5990.927734
	Iteration 24Q: 3 clusters Score -2.205588e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169443 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -22056210.000000 Penalty: 5990.927734
	Iteration 25Q: 3 clusters Score -2.205621e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170332 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -22056512.000000 Penalty: 5990.927734
	Iteration 26Q: 3 clusters Score -2.205651e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -22056646.000000 Penalty: 5990.927734
	Iteration 27Q: 3 clusters Score -2.205665e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -22056784.000000 Penalty: 5990.927734
	Iteration 28Q: 3 clusters Score -2.205678e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22056886.000000 Penalty: 5990.927734
	Iteration 29Q: 3 clusters Score -2.205689e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -22056910.000000 Penalty: 5990.927734
	Iteration 30Q: 3 clusters Score -2.205691e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -22057044.000000 Penalty: 5990.927734
	Iteration 31Q: 3 clusters Score -2.205704e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173085 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -22057182.000000 Penalty: 5990.927734
	Iteration 32Q: 3 clusters Score -2.205718e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -22057186.000000 Penalty: 5990.927734
	Iteration 33Q: 3 clusters Score -2.205719e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173506 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -22057224.000000 Penalty: 5990.927734
	Iteration 34Q: 3 clusters Score -2.205722e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22057286.000000 Penalty: 5990.927734
	Iteration 35Q: 3 clusters Score -2.205729e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173788 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22057278.000000 Penalty: 5990.927734
	Iteration 36Q: 3 clusters Score -2.205728e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -22057308.000000 Penalty: 5990.927734
	Iteration 37Q: 3 clusters Score -2.205731e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173994 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22057314.000000 Penalty: 5990.927734
	Iteration 38Q: 3 clusters Score -2.205731e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22057348.000000 Penalty: 5990.927734
	Iteration 39Q: 3 clusters Score -2.205735e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22057362.000000 Penalty: 5990.927734
	Iteration 40F: 3 clusters Score -2.205736e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -22057356.000000 Penalty: 5990.927734
	Iteration 41Q: 3 clusters Score -2.205736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22057398.000000 Penalty: 5990.927734
	Iteration 42Q: 3 clusters Score -2.20574e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -22057384.000000 Penalty: 5990.927734
	Iteration 43Q: 3 clusters Score -2.205738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174274 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22057420.000000 Penalty: 5990.927734
	Iteration 44Q: 3 clusters Score -2.205742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174305 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22057438.000000 Penalty: 5990.927734
	Iteration 45Q: 3 clusters Score -2.205744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22057430.000000 Penalty: 5990.927734
	Iteration 46Q: 3 clusters Score -2.205743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174354 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22057448.000000 Penalty: 5990.927734
	Iteration 47Q: 3 clusters Score -2.205745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22057440.000000 Penalty: 5990.927734
	Iteration 48Q: 3 clusters Score -2.205744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174391 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -22057454.000000 Penalty: 5990.927734
	Iteration 49Q: 3 clusters Score -2.205745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174405 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22057446.000000 Penalty: 5990.927734
	Iteration 50Q: 3 clusters Score -2.205745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22057424.000000 Penalty: 5990.927734
	Iteration 51Q: 3 clusters Score -2.205742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174425 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -22057410.000000 Penalty: 5990.927734
	Iteration 52Q: 3 clusters Score -2.205741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174437 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22057432.000000 Penalty: 5990.927734
	Iteration 53Q: 3 clusters Score -2.205743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174453 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22057444.000000 Penalty: 5990.927734
	Iteration 54Q: 3 clusters Score -2.205744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174472 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -22057440.000000 Penalty: 5990.927734
	Iteration 55Q: 3 clusters Score -2.205744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174492 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22057442.000000 Penalty: 5990.927734
	Iteration 56Q: 3 clusters Score -2.205744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174506 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22057446.000000 Penalty: 5990.927734
	Iteration 57Q: 3 clusters Score -2.205745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22057446.000000 Penalty: 5990.927734
	Iteration 58Q: 3 clusters Score -2.205745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22057444.000000 Penalty: 5990.927734
	Iteration 59Q: 3 clusters Score -2.205744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22057442.000000 Penalty: 5990.927734
	Iteration 60F: 3 clusters Score -2.205744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22057444.000000 Penalty: 5990.927734
	Iteration 61Q: 3 clusters Score -2.205744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22057428.000000 Penalty: 5990.927734
	Iteration 62Q: 3 clusters Score -2.205743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174585 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22057430.000000 Penalty: 5990.927734
	Iteration 63Q: 3 clusters Score -2.205743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22057446.000000 Penalty: 5990.927734
	Iteration 64Q: 3 clusters Score -2.205745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22057446.000000 Penalty: 5990.927734
	Iteration 65Q: 3 clusters Score -2.205745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174595 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22057432.000000 Penalty: 5990.927734
	Iteration 66Q: 3 clusters Score -2.205743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174598 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22057444.000000 Penalty: 5990.927734
	Iteration 67Q: 3 clusters Score -2.205744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174602 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22057450.000000 Penalty: 5990.927734
	Iteration 68Q: 3 clusters Score -2.205745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174607 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22057436.000000 Penalty: 5990.927734
	Iteration 69Q: 3 clusters Score -2.205744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22057428.000000 Penalty: 5990.927734
	Iteration 70Q: 3 clusters Score -2.205743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22057428.000000 Penalty: 5990.927734
	Iteration 71Q: 3 clusters Score -2.205743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22057422.000000 Penalty: 5990.927734
	Iteration 72Q: 3 clusters Score -2.205742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22057418.000000 Penalty: 5990.927734
	Iteration 73Q: 3 clusters Score -2.205742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22057414.000000 Penalty: 5990.927734
	Iteration 74Q: 3 clusters Score -2.205741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174620 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22057420.000000 Penalty: 5990.927734
	Iteration 75Q: 3 clusters Score -2.205742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174622 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22057440.000000 Penalty: 5990.927734
	Iteration 76Q: 3 clusters Score -2.205744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -22057448.000000 Penalty: 5990.927734
	Iteration 77Q: 3 clusters Score -2.205745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174624 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22057444.000000 Penalty: 5990.927734
	Iteration 78Q: 3 clusters Score -2.205744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174625 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22057448.000000 Penalty: 5990.927734
	Iteration 79Q: 3 clusters Score -2.205745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174629 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22057440.000000 Penalty: 5990.927734
	Iteration 80F: 3 clusters Score -2.205744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174629 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22057436.000000 Penalty: 5990.927734
	Iteration 81Q: 3 clusters Score -2.205744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174633 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22057430.000000 Penalty: 5990.927734
	Iteration 82Q: 3 clusters Score -2.205743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174633 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22057430.000000 Penalty: 5990.927734
	Iteration 83F: 3 clusters Score -2.205743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -185576.281250 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -185576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -183231.328125 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -183231.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183679.906250 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -183679.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183849.062500 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -183849.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183955.531250 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -183955.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -184033.687500 Penalty: 3649.664062
	Iteration 4Q: 3 clusters Score -184033.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -184119.250000 Penalty: 3649.664062
	Iteration 5Q: 3 clusters Score -184119.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -184208.781250 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -184208.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184335.359375 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -184335.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -184499.218750 Penalty: 3649.664062
	Iteration 8F: 3 clusters Score -184499.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184621.000000 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -184621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184700.875000 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -184700.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184736.593750 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -184736.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -184771.562500 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -184771.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -184797.093750 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -184797.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -184818.812500 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -184818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -184830.484375 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -184830.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184843.953125 Penalty: 3649.664062
	Iteration 16Q: 3 clusters Score -184844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -184859.203125 Penalty: 3649.664062
	Iteration 17Q: 3 clusters Score -184859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -184870.468750 Penalty: 3649.664062
	Iteration 18Q: 3 clusters Score -184870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -184890.218750 Penalty: 3649.664062
	Iteration 19Q: 3 clusters Score -184890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -184927.468750 Penalty: 3649.664062
	Iteration 20F: 3 clusters Score -184927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184983.000000 Penalty: 3649.664062
	Iteration 21Q: 3 clusters Score -184983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185057.218750 Penalty: 3649.664062
	Iteration 22Q: 3 clusters Score -185057.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185152.375000 Penalty: 3649.664062
	Iteration 23Q: 3 clusters Score -185152.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -185223.265625 Penalty: 3649.664062
	Iteration 24Q: 3 clusters Score -185223.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185255.453125 Penalty: 3649.664062
	Iteration 25Q: 3 clusters Score -185255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185263.859375 Penalty: 3649.664062
	Iteration 26Q: 3 clusters Score -185263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185270.625000 Penalty: 3649.664062
	Iteration 27Q: 3 clusters Score -185270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185276.359375 Penalty: 3649.664062
	Iteration 28Q: 3 clusters Score -185276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185276.546875 Penalty: 3649.664062
	Iteration 29Q: 3 clusters Score -185276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185276.546875 Penalty: 3649.664062
	Iteration 30F: 3 clusters Score -185276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Entering Unmasked Estep 
Score: -19850452.000000 Penalty: 2967.821533
	Iteration 0F: 2 clusters Score -1.985045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -19748062.000000 Penalty: 5935.643066
	Iteration 0F: 3 clusters Score -1.974806e+07 nChanged 75300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -19791948.000000 Penalty: 5935.643066
	Iteration 1F: 3 clusters Score -1.979195e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -19793032.000000 Penalty: 5935.643066
	Iteration 2Q: 3 clusters Score -1.979303e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -19794536.000000 Penalty: 5935.643066
	Iteration 3Q: 3 clusters Score -1.979454e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -19796750.000000 Penalty: 5935.643066
	Iteration 4Q: 3 clusters Score -1.979675e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -19800268.000000 Penalty: 5935.643066
	Iteration 5Q: 3 clusters Score -1.980027e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -19806258.000000 Penalty: 5935.643066
	Iteration 6F: 3 clusters Score -1.980626e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -19815362.000000 Penalty: 5935.643066
	Iteration 7F: 3 clusters Score -1.981536e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -19825842.000000 Penalty: 5935.643066
	Iteration 8F: 3 clusters Score -1.982584e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130727 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -19835240.000000 Penalty: 5935.643066
	Iteration 9F: 3 clusters Score -1.983524e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135951 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -19840788.000000 Penalty: 5935.643066
	Iteration 10Q: 3 clusters Score -1.984079e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -19843734.000000 Penalty: 5935.643066
	Iteration 11Q: 3 clusters Score -1.984373e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -19845310.000000 Penalty: 5935.643066
	Iteration 12Q: 3 clusters Score -1.984531e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -19846318.000000 Penalty: 5935.643066
	Iteration 13Q: 3 clusters Score -1.984632e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -19847128.000000 Penalty: 5935.643066
	Iteration 14Q: 3 clusters Score -1.984713e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -19847700.000000 Penalty: 5935.643066
	Iteration 15Q: 3 clusters Score -1.98477e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -19848200.000000 Penalty: 5935.643066
	Iteration 16Q: 3 clusters Score -1.98482e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -19848406.000000 Penalty: 5935.643066
	Iteration 17Q: 3 clusters Score -1.984841e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149471 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -19848634.000000 Penalty: 5935.643066
	Iteration 18Q: 3 clusters Score -1.984863e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150253 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -19848754.000000 Penalty: 5935.643066
	Iteration 19Q: 3 clusters Score -1.984875e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -19848910.000000 Penalty: 5935.643066
	Iteration 20F: 3 clusters Score -1.984891e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -19849022.000000 Penalty: 5935.643066
	Iteration 21Q: 3 clusters Score -1.984902e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151992 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -19849114.000000 Penalty: 5935.643066
	Iteration 22Q: 3 clusters Score -1.984911e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -19849198.000000 Penalty: 5935.643066
	Iteration 23Q: 3 clusters Score -1.98492e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -19849184.000000 Penalty: 5935.643066
	Iteration 24Q: 3 clusters Score -1.984918e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -19849182.000000 Penalty: 5935.643066
	Iteration 25Q: 3 clusters Score -1.984918e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19849158.000000 Penalty: 5935.643066
	Iteration 26Q: 3 clusters Score -1.984916e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -19849158.000000 Penalty: 5935.643066
	Iteration 27Q: 3 clusters Score -1.984916e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -19849128.000000 Penalty: 5935.643066
	Iteration 28Q: 3 clusters Score -1.984913e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -19849154.000000 Penalty: 5935.643066
	Iteration 29Q: 3 clusters Score -1.984915e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -19849142.000000 Penalty: 5935.643066
	Iteration 30Q: 3 clusters Score -1.984914e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5935.643066
	Iteration 31Q: 3 clusters Score -1.984914e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -19849120.000000 Penalty: 5935.643066
	Iteration 32Q: 3 clusters Score -1.984912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -19849116.000000 Penalty: 5935.643066
	Iteration 33Q: 3 clusters Score -1.984912e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -19849130.000000 Penalty: 5935.643066
	Iteration 34Q: 3 clusters Score -1.984913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -19849132.000000 Penalty: 5935.643066
	Iteration 35Q: 3 clusters Score -1.984913e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19849122.000000 Penalty: 5935.643066
	Iteration 36Q: 3 clusters Score -1.984912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154506 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -19849134.000000 Penalty: 5935.643066
	Iteration 37Q: 3 clusters Score -1.984913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -19849104.000000 Penalty: 5935.643066
	Iteration 38Q: 3 clusters Score -1.98491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -19849094.000000 Penalty: 5935.643066
	Iteration 39Q: 3 clusters Score -1.984909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -19849082.000000 Penalty: 5935.643066
	Iteration 40F: 3 clusters Score -1.984908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19849090.000000 Penalty: 5935.643066
	Iteration 41Q: 3 clusters Score -1.984909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -19849098.000000 Penalty: 5935.643066
	Iteration 42Q: 3 clusters Score -1.98491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -19849090.000000 Penalty: 5935.643066
	Iteration 43Q: 3 clusters Score -1.984909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154614 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -19849104.000000 Penalty: 5935.643066
	Iteration 44Q: 3 clusters Score -1.98491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154622 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -19849102.000000 Penalty: 5935.643066
	Iteration 45Q: 3 clusters Score -1.98491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -19849106.000000 Penalty: 5935.643066
	Iteration 46Q: 3 clusters Score -1.984911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5935.643066
	Iteration 47Q: 3 clusters Score -1.984911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -19849108.000000 Penalty: 5935.643066
	Iteration 48Q: 3 clusters Score -1.984911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -19849108.000000 Penalty: 5935.643066
	Iteration 49Q: 3 clusters Score -1.984911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19849090.000000 Penalty: 5935.643066
	Iteration 50Q: 3 clusters Score -1.984909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -19849086.000000 Penalty: 5935.643066
	Iteration 51Q: 3 clusters Score -1.984909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -19849094.000000 Penalty: 5935.643066
	Iteration 52Q: 3 clusters Score -1.984909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -19849088.000000 Penalty: 5935.643066
	Iteration 53Q: 3 clusters Score -1.984909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -19849094.000000 Penalty: 5935.643066
	Iteration 54Q: 3 clusters Score -1.984909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -19849092.000000 Penalty: 5935.643066
	Iteration 55Q: 3 clusters Score -1.984909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -19849088.000000 Penalty: 5935.643066
	Iteration 56Q: 3 clusters Score -1.984909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19849094.000000 Penalty: 5935.643066
	Iteration 57Q: 3 clusters Score -1.984909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -19849086.000000 Penalty: 5935.643066
	Iteration 58Q: 3 clusters Score -1.984909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19849088.000000 Penalty: 5935.643066
	Iteration 59Q: 3 clusters Score -1.984909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -19849106.000000 Penalty: 5935.643066
	Iteration 60F: 3 clusters Score -1.984911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -19849110.000000 Penalty: 5935.643066
	Iteration 61Q: 3 clusters Score -1.984911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5935.643066
	Iteration 62Q: 3 clusters Score -1.984911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19849128.000000 Penalty: 5935.643066
	Iteration 63Q: 3 clusters Score -1.984913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19849116.000000 Penalty: 5935.643066
	Iteration 64Q: 3 clusters Score -1.984912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -19849096.000000 Penalty: 5935.643066
	Iteration 65Q: 3 clusters Score -1.98491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -19849098.000000 Penalty: 5935.643066
	Iteration 66Q: 3 clusters Score -1.98491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -19849084.000000 Penalty: 5935.643066
	Iteration 67Q: 3 clusters Score -1.984908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -19849094.000000 Penalty: 5935.643066
	Iteration 68Q: 3 clusters Score -1.984909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -19849100.000000 Penalty: 5935.643066
	Iteration 69Q: 3 clusters Score -1.98491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -19849120.000000 Penalty: 5935.643066
	Iteration 70Q: 3 clusters Score -1.984912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -19849122.000000 Penalty: 5935.643066
	Iteration 71Q: 3 clusters Score -1.984912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5935.643066
	Iteration 72Q: 3 clusters Score -1.984912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19849104.000000 Penalty: 5935.643066
	Iteration 73Q: 3 clusters Score -1.98491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -19849098.000000 Penalty: 5935.643066
	Iteration 74Q: 3 clusters Score -1.98491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -19849108.000000 Penalty: 5935.643066
	Iteration 75Q: 3 clusters Score -1.984911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19849114.000000 Penalty: 5935.643066
	Iteration 76Q: 3 clusters Score -1.984911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5935.643066
	Iteration 77Q: 3 clusters Score -1.984911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154813 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5935.643066
	Iteration 78Q: 3 clusters Score -1.984912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5935.643066
	Iteration 79Q: 3 clusters Score -1.984912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19849122.000000 Penalty: 5935.643066
	Iteration 80F: 3 clusters Score -1.984912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19849140.000000 Penalty: 5935.643066
	Iteration 81Q: 3 clusters Score -1.984914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19849132.000000 Penalty: 5935.643066
	Iteration 82Q: 3 clusters Score -1.984913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -19849128.000000 Penalty: 5935.643066
	Iteration 83Q: 3 clusters Score -1.984913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -19849136.000000 Penalty: 5935.643066
	Iteration 84Q: 3 clusters Score -1.984914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -19849148.000000 Penalty: 5935.643066
	Iteration 85Q: 3 clusters Score -1.984915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19849158.000000 Penalty: 5935.643066
	Iteration 86Q: 3 clusters Score -1.984916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154850 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -19849144.000000 Penalty: 5935.643066
	Iteration 87Q: 3 clusters Score -1.984914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19849140.000000 Penalty: 5935.643066
	Iteration 88Q: 3 clusters Score -1.984914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5935.643066
	Iteration 89Q: 3 clusters Score -1.984914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -19849136.000000 Penalty: 5935.643066
	Iteration 90Q: 3 clusters Score -1.984914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -19849136.000000 Penalty: 5935.643066
	Iteration 91Q: 3 clusters Score -1.984914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -19849152.000000 Penalty: 5935.643066
	Iteration 92Q: 3 clusters Score -1.984915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -19849150.000000 Penalty: 5935.643066
	Iteration 93Q: 3 clusters Score -1.984915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19849148.000000 Penalty: 5935.643066
	Iteration 94Q: 3 clusters Score -1.984915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19849146.000000 Penalty: 5935.643066
	Iteration 95Q: 3 clusters Score -1.984915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154873 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -19849156.000000 Penalty: 5935.643066
	Iteration 96Q: 3 clusters Score -1.984916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19849150.000000 Penalty: 5935.643066
	Iteration 97Q: 3 clusters Score -1.984915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19849148.000000 Penalty: 5935.643066
	Iteration 98Q: 3 clusters Score -1.984915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -19849144.000000 Penalty: 5935.643066
	Iteration 99Q: 3 clusters Score -1.984914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154880 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -19849148.000000 Penalty: 5935.643066
	Iteration 100F: 3 clusters Score -1.984915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5935.643066
	Iteration 101Q: 3 clusters Score -1.984914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5935.643066
	Iteration 102F: 3 clusters Score -1.984914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 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 145 members 
Entering Unmasked Estep 
Score: -27990.175781 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27990.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28251.910156 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28251.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -28458.716797 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -28458.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28585.976562 Penalty: 2820.739746
	Iteration 3F: 3 clusters Score -28585.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -28750.824219 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28750.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -28946.093750 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28946.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -28960.296875 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -28960.296875 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -28960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155656 members 
Entering Unmasked Estep 
Score: -19668226.000000 Penalty: 2964.939941
	Iteration 0F: 2 clusters Score -1.966823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -19566438.000000 Penalty: 5929.879883
	Iteration 0F: 3 clusters Score -1.956644e+07 nChanged 74664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -19609712.000000 Penalty: 5929.879883
	Iteration 1F: 3 clusters Score -1.960971e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -19611044.000000 Penalty: 5929.879883
	Iteration 2Q: 3 clusters Score -1.961104e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -19612840.000000 Penalty: 5929.879883
	Iteration 3Q: 3 clusters Score -1.961284e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -19615578.000000 Penalty: 5929.879883
	Iteration 4Q: 3 clusters Score -1.961558e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -19619988.000000 Penalty: 5929.879883
	Iteration 5F: 3 clusters Score -1.961999e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -19626716.000000 Penalty: 5929.879883
	Iteration 6F: 3 clusters Score -1.962672e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -19636008.000000 Penalty: 5929.879883
	Iteration 7F: 3 clusters Score -1.963601e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117610 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -19645528.000000 Penalty: 5929.879883
	Iteration 8F: 3 clusters Score -1.964553e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123740 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -19652700.000000 Penalty: 5929.879883
	Iteration 9F: 3 clusters Score -1.96527e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127861 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -19656868.000000 Penalty: 5929.879883
	Iteration 10Q: 3 clusters Score -1.965687e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -19659016.000000 Penalty: 5929.879883
	Iteration 11Q: 3 clusters Score -1.965902e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -19660514.000000 Penalty: 5929.879883
	Iteration 12Q: 3 clusters Score -1.966051e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -19661736.000000 Penalty: 5929.879883
	Iteration 13Q: 3 clusters Score -1.966174e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138017 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -19662652.000000 Penalty: 5929.879883
	Iteration 14Q: 3 clusters Score -1.966265e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139909 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -19663594.000000 Penalty: 5929.879883
	Iteration 15Q: 3 clusters Score -1.966359e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -19664492.000000 Penalty: 5929.879883
	Iteration 16Q: 3 clusters Score -1.966449e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -19665134.000000 Penalty: 5929.879883
	Iteration 17Q: 3 clusters Score -1.966513e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -19665698.000000 Penalty: 5929.879883
	Iteration 18Q: 3 clusters Score -1.96657e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -19665988.000000 Penalty: 5929.879883
	Iteration 19Q: 3 clusters Score -1.966599e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -19666238.000000 Penalty: 5929.879883
	Iteration 20F: 3 clusters Score -1.966624e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -19666418.000000 Penalty: 5929.879883
	Iteration 21Q: 3 clusters Score -1.966642e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -19666556.000000 Penalty: 5929.879883
	Iteration 22Q: 3 clusters Score -1.966656e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148872 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -19666732.000000 Penalty: 5929.879883
	Iteration 23Q: 3 clusters Score -1.966673e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -19666682.000000 Penalty: 5929.879883
	Iteration 24Q: 3 clusters Score -1.966668e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -19666780.000000 Penalty: 5929.879883
	Iteration 25Q: 3 clusters Score -1.966678e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150281 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -19666762.000000 Penalty: 5929.879883
	Iteration 26Q: 3 clusters Score -1.966676e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150621 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -19666760.000000 Penalty: 5929.879883
	Iteration 27Q: 3 clusters Score -1.966676e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -19666766.000000 Penalty: 5929.879883
	Iteration 28Q: 3 clusters Score -1.966677e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -19666838.000000 Penalty: 5929.879883
	Iteration 29Q: 3 clusters Score -1.966684e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151422 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 30Q: 3 clusters Score -1.966684e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19666796.000000 Penalty: 5929.879883
	Iteration 31Q: 3 clusters Score -1.96668e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151757 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -19666798.000000 Penalty: 5929.879883
	Iteration 32Q: 3 clusters Score -1.96668e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151878 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -19666804.000000 Penalty: 5929.879883
	Iteration 33Q: 3 clusters Score -1.96668e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -19666816.000000 Penalty: 5929.879883
	Iteration 34Q: 3 clusters Score -1.966682e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -19666842.000000 Penalty: 5929.879883
	Iteration 35Q: 3 clusters Score -1.966684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -19666832.000000 Penalty: 5929.879883
	Iteration 36Q: 3 clusters Score -1.966683e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152215 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -19666822.000000 Penalty: 5929.879883
	Iteration 37Q: 3 clusters Score -1.966682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19666844.000000 Penalty: 5929.879883
	Iteration 38Q: 3 clusters Score -1.966684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19666814.000000 Penalty: 5929.879883
	Iteration 39Q: 3 clusters Score -1.966681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -19666826.000000 Penalty: 5929.879883
	Iteration 40F: 3 clusters Score -1.966683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152341 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -19666820.000000 Penalty: 5929.879883
	Iteration 41Q: 3 clusters Score -1.966682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152369 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -19666810.000000 Penalty: 5929.879883
	Iteration 42Q: 3 clusters Score -1.966681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 43Q: 3 clusters Score -1.966684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152422 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -19666842.000000 Penalty: 5929.879883
	Iteration 44Q: 3 clusters Score -1.966684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 45Q: 3 clusters Score -1.966684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -19666820.000000 Penalty: 5929.879883
	Iteration 46Q: 3 clusters Score -1.966682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -19666804.000000 Penalty: 5929.879883
	Iteration 47Q: 3 clusters Score -1.96668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152489 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -19666794.000000 Penalty: 5929.879883
	Iteration 48Q: 3 clusters Score -1.966679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -19666784.000000 Penalty: 5929.879883
	Iteration 49Q: 3 clusters Score -1.966678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -19666776.000000 Penalty: 5929.879883
	Iteration 50Q: 3 clusters Score -1.966678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152524 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -19666790.000000 Penalty: 5929.879883
	Iteration 51Q: 3 clusters Score -1.966679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152547 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -19666798.000000 Penalty: 5929.879883
	Iteration 52Q: 3 clusters Score -1.96668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19666800.000000 Penalty: 5929.879883
	Iteration 53Q: 3 clusters Score -1.96668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -19666810.000000 Penalty: 5929.879883
	Iteration 54Q: 3 clusters Score -1.966681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152623 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -19666802.000000 Penalty: 5929.879883
	Iteration 55Q: 3 clusters Score -1.96668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19666814.000000 Penalty: 5929.879883
	Iteration 56Q: 3 clusters Score -1.966681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -19666820.000000 Penalty: 5929.879883
	Iteration 57Q: 3 clusters Score -1.966682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -19666826.000000 Penalty: 5929.879883
	Iteration 58Q: 3 clusters Score -1.966683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -19666846.000000 Penalty: 5929.879883
	Iteration 59Q: 3 clusters Score -1.966685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -19666864.000000 Penalty: 5929.879883
	Iteration 60F: 3 clusters Score -1.966686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -19666842.000000 Penalty: 5929.879883
	Iteration 61Q: 3 clusters Score -1.966684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -19666862.000000 Penalty: 5929.879883
	Iteration 62Q: 3 clusters Score -1.966686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152845 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -19666832.000000 Penalty: 5929.879883
	Iteration 63Q: 3 clusters Score -1.966683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -19666840.000000 Penalty: 5929.879883
	Iteration 64Q: 3 clusters Score -1.966684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152872 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19666832.000000 Penalty: 5929.879883
	Iteration 65Q: 3 clusters Score -1.966683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 66Q: 3 clusters Score -1.966684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152901 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 67Q: 3 clusters Score -1.966684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19666824.000000 Penalty: 5929.879883
	Iteration 68Q: 3 clusters Score -1.966682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19666816.000000 Penalty: 5929.879883
	Iteration 69Q: 3 clusters Score -1.966682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -19666820.000000 Penalty: 5929.879883
	Iteration 70Q: 3 clusters Score -1.966682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -19666824.000000 Penalty: 5929.879883
	Iteration 71Q: 3 clusters Score -1.966682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152940 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19666812.000000 Penalty: 5929.879883
	Iteration 72Q: 3 clusters Score -1.966681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -19666822.000000 Penalty: 5929.879883
	Iteration 73Q: 3 clusters Score -1.966682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -19666816.000000 Penalty: 5929.879883
	Iteration 74Q: 3 clusters Score -1.966682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152952 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -19666830.000000 Penalty: 5929.879883
	Iteration 75Q: 3 clusters Score -1.966683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19666848.000000 Penalty: 5929.879883
	Iteration 76Q: 3 clusters Score -1.966685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152963 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19666846.000000 Penalty: 5929.879883
	Iteration 77Q: 3 clusters Score -1.966685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -19666850.000000 Penalty: 5929.879883
	Iteration 78Q: 3 clusters Score -1.966685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -19666846.000000 Penalty: 5929.879883
	Iteration 79Q: 3 clusters Score -1.966685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19666854.000000 Penalty: 5929.879883
	Iteration 80F: 3 clusters Score -1.966685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152972 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -19666854.000000 Penalty: 5929.879883
	Iteration 81Q: 3 clusters Score -1.966685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -19666866.000000 Penalty: 5929.879883
	Iteration 82Q: 3 clusters Score -1.966687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19666858.000000 Penalty: 5929.879883
	Iteration 83Q: 3 clusters Score -1.966686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -19666856.000000 Penalty: 5929.879883
	Iteration 84Q: 3 clusters Score -1.966686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19666850.000000 Penalty: 5929.879883
	Iteration 85Q: 3 clusters Score -1.966685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -19666848.000000 Penalty: 5929.879883
	Iteration 86Q: 3 clusters Score -1.966685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19666848.000000 Penalty: 5929.879883
	Iteration 87Q: 3 clusters Score -1.966685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -19666858.000000 Penalty: 5929.879883
	Iteration 88Q: 3 clusters Score -1.966686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19666844.000000 Penalty: 5929.879883
	Iteration 89Q: 3 clusters Score -1.966684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 90Q: 3 clusters Score -1.966684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19666848.000000 Penalty: 5929.879883
	Iteration 91Q: 3 clusters Score -1.966685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -19666848.000000 Penalty: 5929.879883
	Iteration 92Q: 3 clusters Score -1.966685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19666838.000000 Penalty: 5929.879883
	Iteration 93Q: 3 clusters Score -1.966684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19666840.000000 Penalty: 5929.879883
	Iteration 94Q: 3 clusters Score -1.966684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5929.879883
	Iteration 95Q: 3 clusters Score -1.966684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19666838.000000 Penalty: 5929.879883
	Iteration 96Q: 3 clusters Score -1.966684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19666846.000000 Penalty: 5929.879883
	Iteration 97Q: 3 clusters Score -1.966685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19666846.000000 Penalty: 5929.879883
	Iteration 98F: 3 clusters Score -1.966685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Entering Unmasked Estep 
Score: -767832.937500 Penalty: 2175.299805
	Iteration 0F: 2 clusters Score -767832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -762442.812500 Penalty: 4350.599609
	Iteration 0F: 3 clusters Score -762442.8 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -763768.125000 Penalty: 4350.599609
	Iteration 1F: 3 clusters Score -763768.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -764073.562500 Penalty: 4350.599609
	Iteration 2F: 3 clusters Score -764073.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -764446.125000 Penalty: 4350.599609
	Iteration 3F: 3 clusters Score -764446.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -764843.812500 Penalty: 4350.599609
	Iteration 4F: 3 clusters Score -764843.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -765200.625000 Penalty: 4350.599609
	Iteration 5F: 3 clusters Score -765200.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -765572.437500 Penalty: 4350.599609
	Iteration 6F: 3 clusters Score -765572.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -765890.937500 Penalty: 4350.599609
	Iteration 7F: 3 clusters Score -765890.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -766110.812500 Penalty: 4350.599609
	Iteration 8Q: 3 clusters Score -766110.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -766235.562500 Penalty: 4350.599609
	Iteration 9Q: 3 clusters Score -766235.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -766307.937500 Penalty: 4350.599609
	Iteration 10Q: 3 clusters Score -766307.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -766360.562500 Penalty: 4350.599609
	Iteration 11Q: 3 clusters Score -766360.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -766399.250000 Penalty: 4350.599609
	Iteration 12Q: 3 clusters Score -766399.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -766427.125000 Penalty: 4350.599609
	Iteration 13Q: 3 clusters Score -766427.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -766452.062500 Penalty: 4350.599609
	Iteration 14Q: 3 clusters Score -766452.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -766466.250000 Penalty: 4350.599609
	Iteration 15Q: 3 clusters Score -766466.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -766481.562500 Penalty: 4350.599609
	Iteration 16Q: 3 clusters Score -766481.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -766492.125000 Penalty: 4350.599609
	Iteration 17Q: 3 clusters Score -766492.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -766500.437500 Penalty: 4350.599609
	Iteration 18Q: 3 clusters Score -766500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -766504.375000 Penalty: 4350.599609
	Iteration 19Q: 3 clusters Score -766504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -766507.750000 Penalty: 4350.599609
	Iteration 20F: 3 clusters Score -766507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -766509.187500 Penalty: 4350.599609
	Iteration 21Q: 3 clusters Score -766509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -766514.562500 Penalty: 4350.599609
	Iteration 22Q: 3 clusters Score -766514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -766516.187500 Penalty: 4350.599609
	Iteration 23Q: 3 clusters Score -766516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -766520.125000 Penalty: 4350.599609
	Iteration 24Q: 3 clusters Score -766520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -766522.687500 Penalty: 4350.599609
	Iteration 25Q: 3 clusters Score -766522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -766521.750000 Penalty: 4350.599609
	Iteration 26Q: 3 clusters Score -766521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -766521.750000 Penalty: 4350.599609
	Iteration 27F: 3 clusters Score -766521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82761.429688 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82761.43 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83100.453125 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83100.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83314.976562 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83314.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83517.367188 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -83517.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83661.375000 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -83661.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83768.851562 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -83768.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83855.835938 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -83855.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83898.843750 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -83898.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83926.929688 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -83926.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83965.273438 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -83965.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83984.523438 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -83984.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84027.070312 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -84027.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84080.218750 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -84080.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84132.687500 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -84132.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84191.312500 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -84191.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84218.000000 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -84218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84265.062500 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -84265.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84297.554688 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -84297.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84338.007812 Penalty: 3300.459473
	Iteration 18Q: 3 clusters Score -84338.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84374.828125 Penalty: 3300.459473
	Iteration 19Q: 3 clusters Score -84374.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84409.234375 Penalty: 3300.459473
	Iteration 20F: 3 clusters Score -84409.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84480.218750 Penalty: 3300.459473
	Iteration 21Q: 3 clusters Score -84480.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84649.500000 Penalty: 3300.459473
	Iteration 22Q: 3 clusters Score -84649.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84897.187500 Penalty: 3300.459473
	Iteration 23Q: 3 clusters Score -84897.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85539.960938 Penalty: 3300.459473
	Iteration 24Q: 3 clusters Score -85539.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85547.328125 Penalty: 3300.459473
	Iteration 25Q: 3 clusters Score -85547.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85547.328125 Penalty: 3300.459473
	Iteration 26F: 3 clusters Score -85547.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51856 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69450 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176043 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155656 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29120 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198734 members 
Mstep: Class 20 contains 403 members 
Entering Unmasked Estep 
Score: -105737336.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105737928.000000 to -105737336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27893.126953 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27893.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28079.318359 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28079.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28133.279297 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28133.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28169.035156 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28169.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28195.968750 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28195.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28217.566406 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28217.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28230.335938 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28230.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28233.921875 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28233.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28240.796875 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -28240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28246.894531 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -28246.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28246.894531 Penalty: 2843.737305
	Iteration 10F: 3 clusters Score -28246.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -382590.406250 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -382590.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -379280.375000 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -379280.4 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -379973.625000 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -379973.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -380170.187500 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -380170.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -380301.781250 Penalty: 3971.654053
	Iteration 3F: 3 clusters Score -380301.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -380393.843750 Penalty: 3971.654053
	Iteration 4Q: 3 clusters Score -380393.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -380459.125000 Penalty: 3971.654053
	Iteration 5Q: 3 clusters Score -380459.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380524.625000 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -380524.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -380581.062500 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -380581.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -380627.625000 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -380627.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -380677.343750 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -380677.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -380706.593750 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -380706.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -380730.156250 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -380730.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -380751.093750 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -380751.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -380770.156250 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -380770.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -380794.812500 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -380794.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -380813.843750 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -380813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -380827.843750 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -380827.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -380847.156250 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -380847.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -380860.343750 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -380860.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -380867.625000 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -380867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -380881.125000 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -380881.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -380892.437500 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -380892.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -380904.406250 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -380904.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -380917.500000 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -380917.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -380937.593750 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -380937.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -380951.718750 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -380951.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -380965.062500 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -380965.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -380976.593750 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -380976.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -380986.562500 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -380986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -380992.625000 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -380992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -380999.593750 Penalty: 3971.654053
	Iteration 30Q: 3 clusters Score -380999.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -381009.812500 Penalty: 3971.654053
	Iteration 31Q: 3 clusters Score -381009.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -381020.062500 Penalty: 3971.654053
	Iteration 32Q: 3 clusters Score -381020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -381028.187500 Penalty: 3971.654053
	Iteration 33Q: 3 clusters Score -381028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -381034.656250 Penalty: 3971.654053
	Iteration 34Q: 3 clusters Score -381034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -381040.281250 Penalty: 3971.654053
	Iteration 35Q: 3 clusters Score -381040.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -381044.093750 Penalty: 3971.654053
	Iteration 36Q: 3 clusters Score -381044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -381051.718750 Penalty: 3971.654053
	Iteration 37Q: 3 clusters Score -381051.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -381057.593750 Penalty: 3971.654053
	Iteration 38Q: 3 clusters Score -381057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -381063.250000 Penalty: 3971.654053
	Iteration 39Q: 3 clusters Score -381063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -381068.062500 Penalty: 3971.654053
	Iteration 40F: 3 clusters Score -381068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -381069.593750 Penalty: 3971.654053
	Iteration 41Q: 3 clusters Score -381069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -381069.593750 Penalty: 3971.654053
	Iteration 42F: 3 clusters Score -381069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 296 members 
Entering Unmasked Estep 
Score: -65927.257812 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65927.26 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66171.554688 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66171.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66300.554688 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66300.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66426.109375 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -66426.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66528.460938 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66528.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66613.007812 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66613.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66720.835938 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66720.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66783.890625 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66783.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66818.898438 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66825.593750 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -66825.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66828.203125 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -66828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66832.476562 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -66832.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66839.109375 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -66839.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66841.484375 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -66841.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66841.484375 Penalty: 3176.993408
	Iteration 14F: 3 clusters Score -66841.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Entering Unmasked Estep 
Score: -3652767.500000 Penalty: 2549.236816
	Iteration 0F: 2 clusters Score -3652768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3632614.250000 Penalty: 5098.473633
	Iteration 0F: 3 clusters Score -3632614 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3639653.750000 Penalty: 5098.473633
	Iteration 1F: 3 clusters Score -3639654 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3640052.000000 Penalty: 5098.473633
	Iteration 2Q: 3 clusters Score -3640052 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3640423.750000 Penalty: 5098.473633
	Iteration 3Q: 3 clusters Score -3640424 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3640829.000000 Penalty: 5098.473633
	Iteration 4Q: 3 clusters Score -3640829 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3641292.500000 Penalty: 5098.473633
	Iteration 5Q: 3 clusters Score -3641292 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3641966.500000 Penalty: 5098.473633
	Iteration 6Q: 3 clusters Score -3641966 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3642916.250000 Penalty: 5098.473633
	Iteration 7F: 3 clusters Score -3642916 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3644244.500000 Penalty: 5098.473633
	Iteration 8F: 3 clusters Score -3644244 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3645962.000000 Penalty: 5098.473633
	Iteration 9F: 3 clusters Score -3645962 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3647607.250000 Penalty: 5098.473633
	Iteration 10F: 3 clusters Score -3647607 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3648831.250000 Penalty: 5098.473633
	Iteration 11Q: 3 clusters Score -3648831 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3649573.500000 Penalty: 5098.473633
	Iteration 12Q: 3 clusters Score -3649574 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3649971.750000 Penalty: 5098.473633
	Iteration 13Q: 3 clusters Score -3649972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3650206.000000 Penalty: 5098.473633
	Iteration 14Q: 3 clusters Score -3650206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3650361.000000 Penalty: 5098.473633
	Iteration 15Q: 3 clusters Score -3650361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3650454.500000 Penalty: 5098.473633
	Iteration 16Q: 3 clusters Score -3650454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3650514.750000 Penalty: 5098.473633
	Iteration 17Q: 3 clusters Score -3650515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3650553.500000 Penalty: 5098.473633
	Iteration 18Q: 3 clusters Score -3650554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3650580.500000 Penalty: 5098.473633
	Iteration 19Q: 3 clusters Score -3650580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3650594.500000 Penalty: 5098.473633
	Iteration 20F: 3 clusters Score -3650594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3650613.750000 Penalty: 5098.473633
	Iteration 21Q: 3 clusters Score -3650614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3650622.250000 Penalty: 5098.473633
	Iteration 22Q: 3 clusters Score -3650622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3650631.500000 Penalty: 5098.473633
	Iteration 23Q: 3 clusters Score -3650632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3650636.000000 Penalty: 5098.473633
	Iteration 24Q: 3 clusters Score -3650636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3650638.000000 Penalty: 5098.473633
	Iteration 25Q: 3 clusters Score -3650638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3650638.250000 Penalty: 5098.473633
	Iteration 26Q: 3 clusters Score -3650638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3650645.000000 Penalty: 5098.473633
	Iteration 27Q: 3 clusters Score -3650645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3650649.000000 Penalty: 5098.473633
	Iteration 28Q: 3 clusters Score -3650649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3650647.000000 Penalty: 5098.473633
	Iteration 29Q: 3 clusters Score -3650647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3650647.000000 Penalty: 5098.473633
	Iteration 30F: 3 clusters Score -3650647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41360.156250 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41360.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41457.167969 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41457.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41476.808594 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41476.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41479.234375 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41479.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41479.234375 Penalty: 2923.623779
	Iteration 4F: 3 clusters Score -41479.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (198734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198734 members 
Entering Unmasked Estep 
Score: -24919234.000000 Penalty: 3025.531250
	Iteration 0F: 2 clusters Score -2.491923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -24794534.000000 Penalty: 6051.062500
	Iteration 0F: 3 clusters Score -2.479453e+07 nChanged 95514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -24850008.000000 Penalty: 6051.062500
	Iteration 1F: 3 clusters Score -2.485001e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -24850588.000000 Penalty: 6051.062500
	Iteration 2Q: 3 clusters Score -2.485059e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -24851088.000000 Penalty: 6051.062500
	Iteration 3Q: 3 clusters Score -2.485109e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -24851882.000000 Penalty: 6051.062500
	Iteration 4Q: 3 clusters Score -2.485188e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -24852906.000000 Penalty: 6051.062500
	Iteration 5Q: 3 clusters Score -2.485291e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -24853876.000000 Penalty: 6051.062500
	Iteration 6Q: 3 clusters Score -2.485388e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -24855454.000000 Penalty: 6051.062500
	Iteration 7Q: 3 clusters Score -2.485545e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -24857752.000000 Penalty: 6051.062500
	Iteration 8Q: 3 clusters Score -2.485775e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -24861488.000000 Penalty: 6051.062500
	Iteration 9Q: 3 clusters Score -2.486149e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -24867258.000000 Penalty: 6051.062500
	Iteration 10Q: 3 clusters Score -2.486726e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -24875524.000000 Penalty: 6051.062500
	Iteration 11F: 3 clusters Score -2.487552e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -24884654.000000 Penalty: 6051.062500
	Iteration 12F: 3 clusters Score -2.488465e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136901 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -24891220.000000 Penalty: 6051.062500
	Iteration 13F: 3 clusters Score -2.489122e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140806 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -24894246.000000 Penalty: 6051.062500
	Iteration 14Q: 3 clusters Score -2.489425e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -24895938.000000 Penalty: 6051.062500
	Iteration 15Q: 3 clusters Score -2.489594e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -24897118.000000 Penalty: 6051.062500
	Iteration 16Q: 3 clusters Score -2.489712e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151925 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -24898232.000000 Penalty: 6051.062500
	Iteration 17Q: 3 clusters Score -2.489823e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -24899606.000000 Penalty: 6051.062500
	Iteration 18Q: 3 clusters Score -2.489961e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -24900954.000000 Penalty: 6051.062500
	Iteration 19Q: 3 clusters Score -2.490095e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -24902208.000000 Penalty: 6051.062500
	Iteration 20F: 3 clusters Score -2.490221e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -24903674.000000 Penalty: 6051.062500
	Iteration 21Q: 3 clusters Score -2.490367e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -24905156.000000 Penalty: 6051.062500
	Iteration 22Q: 3 clusters Score -2.490516e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -24906756.000000 Penalty: 6051.062500
	Iteration 23Q: 3 clusters Score -2.490676e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178080 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -24908014.000000 Penalty: 6051.062500
	Iteration 24Q: 3 clusters Score -2.490801e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -24909138.000000 Penalty: 6051.062500
	Iteration 25Q: 3 clusters Score -2.490914e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183916 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -24910360.000000 Penalty: 6051.062500
	Iteration 26Q: 3 clusters Score -2.491036e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -24911288.000000 Penalty: 6051.062500
	Iteration 27Q: 3 clusters Score -2.491129e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -24912244.000000 Penalty: 6051.062500
	Iteration 28Q: 3 clusters Score -2.491224e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190424 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -24913098.000000 Penalty: 6051.062500
	Iteration 29Q: 3 clusters Score -2.49131e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192021 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -24913932.000000 Penalty: 6051.062500
	Iteration 30Q: 3 clusters Score -2.491393e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193277 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -24914616.000000 Penalty: 6051.062500
	Iteration 31Q: 3 clusters Score -2.491462e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194250 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -24915054.000000 Penalty: 6051.062500
	Iteration 32Q: 3 clusters Score -2.491505e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195004 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -24915496.000000 Penalty: 6051.062500
	Iteration 33Q: 3 clusters Score -2.49155e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195593 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -24915804.000000 Penalty: 6051.062500
	Iteration 34Q: 3 clusters Score -2.49158e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196032 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -24916020.000000 Penalty: 6051.062500
	Iteration 35Q: 3 clusters Score -2.491602e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196377 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -24916150.000000 Penalty: 6051.062500
	Iteration 36Q: 3 clusters Score -2.491615e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196670 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -24916344.000000 Penalty: 6051.062500
	Iteration 37Q: 3 clusters Score -2.491634e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196903 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -24916442.000000 Penalty: 6051.062500
	Iteration 38Q: 3 clusters Score -2.491644e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197102 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24916488.000000 Penalty: 6051.062500
	Iteration 39Q: 3 clusters Score -2.491649e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24916558.000000 Penalty: 6051.062500
	Iteration 40F: 3 clusters Score -2.491656e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197372 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24916628.000000 Penalty: 6051.062500
	Iteration 41Q: 3 clusters Score -2.491663e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197478 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24916664.000000 Penalty: 6051.062500
	Iteration 42Q: 3 clusters Score -2.491666e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197554 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -24916710.000000 Penalty: 6051.062500
	Iteration 43Q: 3 clusters Score -2.491671e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197609 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24916740.000000 Penalty: 6051.062500
	Iteration 44Q: 3 clusters Score -2.491674e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -24916730.000000 Penalty: 6051.062500
	Iteration 45Q: 3 clusters Score -2.491673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197692 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -24916786.000000 Penalty: 6051.062500
	Iteration 46Q: 3 clusters Score -2.491679e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -24916808.000000 Penalty: 6051.062500
	Iteration 47Q: 3 clusters Score -2.491681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197761 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -24916822.000000 Penalty: 6051.062500
	Iteration 48Q: 3 clusters Score -2.491682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197789 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24916854.000000 Penalty: 6051.062500
	Iteration 49Q: 3 clusters Score -2.491685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197814 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24916862.000000 Penalty: 6051.062500
	Iteration 50Q: 3 clusters Score -2.491686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197832 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -24916864.000000 Penalty: 6051.062500
	Iteration 51Q: 3 clusters Score -2.491686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197849 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24916862.000000 Penalty: 6051.062500
	Iteration 52Q: 3 clusters Score -2.491686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197860 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -24916878.000000 Penalty: 6051.062500
	Iteration 53Q: 3 clusters Score -2.491688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -24916890.000000 Penalty: 6051.062500
	Iteration 54Q: 3 clusters Score -2.491689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197881 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -24916878.000000 Penalty: 6051.062500
	Iteration 55Q: 3 clusters Score -2.491688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197888 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -24916862.000000 Penalty: 6051.062500
	Iteration 56Q: 3 clusters Score -2.491686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197890 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -24916880.000000 Penalty: 6051.062500
	Iteration 57Q: 3 clusters Score -2.491688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -24916886.000000 Penalty: 6051.062500
	Iteration 58Q: 3 clusters Score -2.491689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197899 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -24916890.000000 Penalty: 6051.062500
	Iteration 59Q: 3 clusters Score -2.491689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197903 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -24916884.000000 Penalty: 6051.062500
	Iteration 60F: 3 clusters Score -2.491688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197908 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -24916874.000000 Penalty: 6051.062500
	Iteration 61Q: 3 clusters Score -2.491687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197912 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -24916874.000000 Penalty: 6051.062500
	Iteration 62Q: 3 clusters Score -2.491687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197913 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -24916888.000000 Penalty: 6051.062500
	Iteration 63Q: 3 clusters Score -2.491689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197915 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -24916888.000000 Penalty: 6051.062500
	Iteration 64Q: 3 clusters Score -2.491689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197917 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -24916898.000000 Penalty: 6051.062500
	Iteration 65Q: 3 clusters Score -2.49169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197917 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -24916888.000000 Penalty: 6051.062500
	Iteration 66Q: 3 clusters Score -2.491689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197918 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24916892.000000 Penalty: 6051.062500
	Iteration 67Q: 3 clusters Score -2.491689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197920 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -24916912.000000 Penalty: 6051.062500
	Iteration 68Q: 3 clusters Score -2.491691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197925 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24916930.000000 Penalty: 6051.062500
	Iteration 69Q: 3 clusters Score -2.491693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197930 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -24916914.000000 Penalty: 6051.062500
	Iteration 70Q: 3 clusters Score -2.491691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197936 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -24916902.000000 Penalty: 6051.062500
	Iteration 71Q: 3 clusters Score -2.49169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197939 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -24916898.000000 Penalty: 6051.062500
	Iteration 72Q: 3 clusters Score -2.49169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197944 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -24916892.000000 Penalty: 6051.062500
	Iteration 73Q: 3 clusters Score -2.491689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197945 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24916900.000000 Penalty: 6051.062500
	Iteration 74Q: 3 clusters Score -2.49169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197945 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24916906.000000 Penalty: 6051.062500
	Iteration 75Q: 3 clusters Score -2.491691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197947 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -24916912.000000 Penalty: 6051.062500
	Iteration 76Q: 3 clusters Score -2.491691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197950 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24916914.000000 Penalty: 6051.062500
	Iteration 77Q: 3 clusters Score -2.491691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197954 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24916900.000000 Penalty: 6051.062500
	Iteration 78Q: 3 clusters Score -2.49169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197959 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -24916912.000000 Penalty: 6051.062500
	Iteration 79Q: 3 clusters Score -2.491691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197961 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24916904.000000 Penalty: 6051.062500
	Iteration 80F: 3 clusters Score -2.49169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197963 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -24916918.000000 Penalty: 6051.062500
	Iteration 81Q: 3 clusters Score -2.491692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197968 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -24916906.000000 Penalty: 6051.062500
	Iteration 82Q: 3 clusters Score -2.491691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24916904.000000 Penalty: 6051.062500
	Iteration 83Q: 3 clusters Score -2.49169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24916926.000000 Penalty: 6051.062500
	Iteration 84Q: 3 clusters Score -2.491693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24916938.000000 Penalty: 6051.062500
	Iteration 85Q: 3 clusters Score -2.491694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24916928.000000 Penalty: 6051.062500
	Iteration 86Q: 3 clusters Score -2.491693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24916926.000000 Penalty: 6051.062500
	Iteration 87Q: 3 clusters Score -2.491693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197975 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24916940.000000 Penalty: 6051.062500
	Iteration 88Q: 3 clusters Score -2.491694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197975 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24916954.000000 Penalty: 6051.062500
	Iteration 89Q: 3 clusters Score -2.491695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -24916952.000000 Penalty: 6051.062500
	Iteration 90Q: 3 clusters Score -2.491695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -24916952.000000 Penalty: 6051.062500
	Iteration 91F: 3 clusters Score -2.491695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51856 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69450 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176043 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155656 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29120 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737968.000000 Penalty: 64371.320312
Iteration 239Q: 20 clusters Score -1.05738e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51844 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69437 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176029 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157486 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155655 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29150 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737872.000000 Penalty: 64371.320312
Iteration 240F: 20 clusters Score -1.057379e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51826 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69429 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176030 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157485 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155661 members 
Mstep: Class 12 contains 6443 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29178 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737864.000000 Penalty: 64371.320312
Iteration 241Q: 20 clusters Score -1.057379e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51814 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69424 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176024 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157482 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155663 members 
Mstep: Class 12 contains 6440 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29203 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737872.000000 Penalty: 64371.320312
Iteration 242Q: 20 clusters Score -1.057379e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51794 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69413 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176013 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157484 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155665 members 
Mstep: Class 12 contains 6435 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29245 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737880.000000 Penalty: 64371.320312
Iteration 243Q: 20 clusters Score -1.057379e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51767 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69409 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175994 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157488 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155676 members 
Mstep: Class 12 contains 6429 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29281 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737920.000000 Penalty: 64371.320312
Iteration 244Q: 20 clusters Score -1.057379e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51752 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69405 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175987 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157494 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155666 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29310 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738048.000000 Penalty: 64371.320312
Iteration 245Q: 20 clusters Score -1.05738e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51739 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69399 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175983 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157484 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155662 members 
Mstep: Class 12 contains 6421 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29341 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738024.000000 Penalty: 64371.320312
Iteration 246Q: 20 clusters Score -1.05738e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51717 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69400 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175965 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157481 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155662 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29360 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738048.000000 Penalty: 64371.320312
Iteration 247Q: 20 clusters Score -1.05738e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51692 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69399 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175942 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157486 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155658 members 
Mstep: Class 12 contains 6416 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29376 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737944.000000 Penalty: 64371.320312
Iteration 248Q: 20 clusters Score -1.057379e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51665 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69392 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175934 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157487 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155653 members 
Mstep: Class 12 contains 6414 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29392 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737856.000000 Penalty: 64371.320312
Iteration 249Q: 20 clusters Score -1.057379e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51647 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69390 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175923 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157505 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155641 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29409 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737896.000000 Penalty: 64371.320312
Iteration 250Q: 20 clusters Score -1.057379e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51627 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69378 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175924 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157514 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155622 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737976.000000 Penalty: 64371.320312
Iteration 251Q: 20 clusters Score -1.05738e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51610 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69373 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175923 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157510 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155609 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29458 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737880.000000 Penalty: 64371.320312
Iteration 252Q: 20 clusters Score -1.057379e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51599 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69365 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175912 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157515 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155596 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29485 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737864.000000 Penalty: 64371.320312
Iteration 253Q: 20 clusters Score -1.057379e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51590 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69357 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175912 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157515 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155569 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29501 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 254Q: 20 clusters Score -1.057378e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69349 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175924 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 157521 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155547 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737768.000000 Penalty: 64371.320312
Iteration 255Q: 20 clusters Score -1.057378e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69340 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175930 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157521 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155523 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29540 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737840.000000 Penalty: 64371.320312
Iteration 256Q: 20 clusters Score -1.057378e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51551 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69338 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175924 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157514 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155524 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29572 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737768.000000 Penalty: 64371.320312
Iteration 257Q: 20 clusters Score -1.057378e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51540 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69332 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175905 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157512 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155519 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29605 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 258Q: 20 clusters Score -1.057378e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51531 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69324 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175885 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157514 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155520 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29632 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737632.000000 Penalty: 64371.320312
Iteration 259Q: 20 clusters Score -1.057376e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51525 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69320 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175881 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 157512 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29651 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737776.000000 Penalty: 64371.320312
Iteration 260F: 20 clusters Score -1.057378e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51518 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69318 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175878 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 157507 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155523 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29675 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 261Q: 20 clusters Score -1.057378e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51513 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69313 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175868 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 157497 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155531 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29704 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737728.000000 Penalty: 64371.320312
Iteration 262Q: 20 clusters Score -1.057377e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51506 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69305 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175841 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 157493 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155542 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29725 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737816.000000 Penalty: 64371.320312
Iteration 263Q: 20 clusters Score -1.057378e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51496 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69298 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175840 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 157485 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155535 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29741 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737872.000000 Penalty: 64371.320312
Iteration 264Q: 20 clusters Score -1.057379e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51493 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69287 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175846 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 157476 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155541 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29749 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737784.000000 Penalty: 64371.320312
Iteration 265Q: 20 clusters Score -1.057378e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51490 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69285 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175840 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 157466 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155531 members 
Mstep: Class 12 contains 6409 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29756 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737768.000000 Penalty: 64371.320312
Iteration 266Q: 20 clusters Score -1.057378e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69282 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175834 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157470 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155534 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29763 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737904.000000 Penalty: 64371.320312
Iteration 267Q: 20 clusters Score -1.057379e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51465 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69281 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175842 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157471 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155532 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29769 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737976.000000 Penalty: 64371.320312
Iteration 268Q: 20 clusters Score -1.05738e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51451 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69283 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175854 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157466 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155530 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29775 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737944.000000 Penalty: 64371.320312
Iteration 269Q: 20 clusters Score -1.057379e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51437 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69282 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175863 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157456 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155534 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29780 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737880.000000 Penalty: 64371.320312
Iteration 270Q: 20 clusters Score -1.057379e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51421 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69285 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175868 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157458 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155532 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29784 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737920.000000 Penalty: 64371.320312
Iteration 271Q: 20 clusters Score -1.057379e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51400 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69287 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175873 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157465 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155545 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29792 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737896.000000 Penalty: 64371.320312
Iteration 272Q: 20 clusters Score -1.057379e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51388 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69285 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175890 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157464 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155548 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29800 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198995 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 273Q: 20 clusters Score -1.057379e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51384 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69285 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175902 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157457 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155541 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29808 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737896.000000 Penalty: 64371.320312
Iteration 274Q: 20 clusters Score -1.057379e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51377 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69280 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175906 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157453 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155532 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29818 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737872.000000 Penalty: 64371.320312
Iteration 275Q: 20 clusters Score -1.057379e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51371 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69276 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175917 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157450 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155525 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29824 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737832.000000 Penalty: 64371.320312
Iteration 276Q: 20 clusters Score -1.057378e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51364 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69271 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175922 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157445 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155525 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29828 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737832.000000 Penalty: 64371.320312
Iteration 277Q: 20 clusters Score -1.057378e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51352 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69270 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175920 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157451 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155518 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29830 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 278Q: 20 clusters Score -1.057378e+08 nChanged 63
Entering ConstructFrom: 
Score: -105737800.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148393.375000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146316.640625 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146316.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -146626.046875 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -146715.703125 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146715.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -146761.593750 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -146761.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -146812.890625 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -146812.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -146835.687500 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -146835.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -146850.125000 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -146850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -146865.328125 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -146865.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -146881.953125 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -146882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146893.281250 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -146893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146898.437500 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -146898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146904.781250 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -146904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -146914.812500 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -146914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -146922.671875 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -146922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146925.781250 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -146925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -146928.812500 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -146928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146930.734375 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -146930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -146935.937500 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -146935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -146941.437500 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -146941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146947.953125 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -146948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146959.515625 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -146959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146971.171875 Penalty: 3532.141357
	Iteration 21Q: 3 clusters Score -146971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146984.406250 Penalty: 3532.141357
	Iteration 22Q: 3 clusters Score -146984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146997.031250 Penalty: 3532.141357
	Iteration 23Q: 3 clusters Score -146997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147022.546875 Penalty: 3532.141357
	Iteration 24Q: 3 clusters Score -147022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -147035.343750 Penalty: 3532.141357
	Iteration 25Q: 3 clusters Score -147035.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -147050.015625 Penalty: 3532.141357
	Iteration 26Q: 3 clusters Score -147050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147070.515625 Penalty: 3532.141357
	Iteration 27Q: 3 clusters Score -147070.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147097.859375 Penalty: 3532.141357
	Iteration 28Q: 3 clusters Score -147097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147115.593750 Penalty: 3532.141357
	Iteration 29Q: 3 clusters Score -147115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147134.109375 Penalty: 3532.141357
	Iteration 30Q: 3 clusters Score -147134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147149.109375 Penalty: 3532.141357
	Iteration 31Q: 3 clusters Score -147149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147155.906250 Penalty: 3532.141357
	Iteration 32Q: 3 clusters Score -147155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -147164.671875 Penalty: 3532.141357
	Iteration 33Q: 3 clusters Score -147164.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -147170.250000 Penalty: 3532.141357
	Iteration 34Q: 3 clusters Score -147170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -147176.234375 Penalty: 3532.141357
	Iteration 35Q: 3 clusters Score -147176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -147179.250000 Penalty: 3532.141357
	Iteration 36Q: 3 clusters Score -147179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -147182.156250 Penalty: 3532.141357
	Iteration 37Q: 3 clusters Score -147182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -147187.171875 Penalty: 3532.141357
	Iteration 38Q: 3 clusters Score -147187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -147192.125000 Penalty: 3532.141357
	Iteration 39Q: 3 clusters Score -147192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147195.328125 Penalty: 3532.141357
	Iteration 40F: 3 clusters Score -147195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147198.375000 Penalty: 3532.141357
	Iteration 41Q: 3 clusters Score -147198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147203.546875 Penalty: 3532.141357
	Iteration 42Q: 3 clusters Score -147203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147208.156250 Penalty: 3532.141357
	Iteration 43Q: 3 clusters Score -147208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -147212.109375 Penalty: 3532.141357
	Iteration 44Q: 3 clusters Score -147212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147219.890625 Penalty: 3532.141357
	Iteration 45Q: 3 clusters Score -147219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147224.296875 Penalty: 3532.141357
	Iteration 46Q: 3 clusters Score -147224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -147227.218750 Penalty: 3532.141357
	Iteration 47Q: 3 clusters Score -147227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -147230.781250 Penalty: 3532.141357
	Iteration 48Q: 3 clusters Score -147230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -147233.015625 Penalty: 3532.141357
	Iteration 49Q: 3 clusters Score -147233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -147235.812500 Penalty: 3532.141357
	Iteration 50Q: 3 clusters Score -147235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -147235.812500 Penalty: 3532.141357
	Iteration 51F: 3 clusters Score -147235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Entering Unmasked Estep 
Score: -6492172.500000 Penalty: 2689.888184
	Iteration 0F: 2 clusters Score -6492172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -6457626.000000 Penalty: 5379.776367
	Iteration 0F: 3 clusters Score -6457626 nChanged 23592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6470480.500000 Penalty: 5379.776367
	Iteration 1F: 3 clusters Score -6470480 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6470972.500000 Penalty: 5379.776367
	Iteration 2Q: 3 clusters Score -6470972 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -6471404.000000 Penalty: 5379.776367
	Iteration 3Q: 3 clusters Score -6471404 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -6471870.500000 Penalty: 5379.776367
	Iteration 4Q: 3 clusters Score -6471870 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6472352.500000 Penalty: 5379.776367
	Iteration 5Q: 3 clusters Score -6472352 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -6473035.000000 Penalty: 5379.776367
	Iteration 6Q: 3 clusters Score -6473035 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -6473922.000000 Penalty: 5379.776367
	Iteration 7Q: 3 clusters Score -6473922 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6475163.000000 Penalty: 5379.776367
	Iteration 8Q: 3 clusters Score -6475163 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -6476756.500000 Penalty: 5379.776367
	Iteration 9F: 3 clusters Score -6476756 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6478655.500000 Penalty: 5379.776367
	Iteration 10F: 3 clusters Score -6478656 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -6480647.500000 Penalty: 5379.776367
	Iteration 11F: 3 clusters Score -6480648 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -6482235.500000 Penalty: 5379.776367
	Iteration 12F: 3 clusters Score -6482236 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -6483246.000000 Penalty: 5379.776367
	Iteration 13Q: 3 clusters Score -6483246 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -6483857.500000 Penalty: 5379.776367
	Iteration 14Q: 3 clusters Score -6483858 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -6484306.000000 Penalty: 5379.776367
	Iteration 15Q: 3 clusters Score -6484306 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -6484639.500000 Penalty: 5379.776367
	Iteration 16Q: 3 clusters Score -6484640 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6484951.500000 Penalty: 5379.776367
	Iteration 17Q: 3 clusters Score -6484952 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -6485223.000000 Penalty: 5379.776367
	Iteration 18Q: 3 clusters Score -6485223 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -6485613.500000 Penalty: 5379.776367
	Iteration 19Q: 3 clusters Score -6485614 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -6485968.500000 Penalty: 5379.776367
	Iteration 20F: 3 clusters Score -6485968 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -6486368.500000 Penalty: 5379.776367
	Iteration 21Q: 3 clusters Score -6486368 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -6486849.500000 Penalty: 5379.776367
	Iteration 22Q: 3 clusters Score -6486850 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -6487268.500000 Penalty: 5379.776367
	Iteration 23Q: 3 clusters Score -6487268 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -6487592.000000 Penalty: 5379.776367
	Iteration 24Q: 3 clusters Score -6487592 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6487864.000000 Penalty: 5379.776367
	Iteration 25Q: 3 clusters Score -6487864 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -6488072.000000 Penalty: 5379.776367
	Iteration 26Q: 3 clusters Score -6488072 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -6488281.000000 Penalty: 5379.776367
	Iteration 27Q: 3 clusters Score -6488281 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6488476.000000 Penalty: 5379.776367
	Iteration 28Q: 3 clusters Score -6488476 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -6488664.000000 Penalty: 5379.776367
	Iteration 29Q: 3 clusters Score -6488664 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -6488822.500000 Penalty: 5379.776367
	Iteration 30Q: 3 clusters Score -6488822 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -6488977.500000 Penalty: 5379.776367
	Iteration 31Q: 3 clusters Score -6488978 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6489111.000000 Penalty: 5379.776367
	Iteration 32Q: 3 clusters Score -6489111 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -6489240.500000 Penalty: 5379.776367
	Iteration 33Q: 3 clusters Score -6489240 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -6489322.500000 Penalty: 5379.776367
	Iteration 34Q: 3 clusters Score -6489322 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -6489419.000000 Penalty: 5379.776367
	Iteration 35Q: 3 clusters Score -6489419 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -6489517.500000 Penalty: 5379.776367
	Iteration 36Q: 3 clusters Score -6489518 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -6489576.500000 Penalty: 5379.776367
	Iteration 37Q: 3 clusters Score -6489576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -6489645.000000 Penalty: 5379.776367
	Iteration 38Q: 3 clusters Score -6489645 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6489711.000000 Penalty: 5379.776367
	Iteration 39Q: 3 clusters Score -6489711 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6489768.000000 Penalty: 5379.776367
	Iteration 40F: 3 clusters Score -6489768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6489791.000000 Penalty: 5379.776367
	Iteration 41Q: 3 clusters Score -6489791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6489827.500000 Penalty: 5379.776367
	Iteration 42Q: 3 clusters Score -6489828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -6489836.000000 Penalty: 5379.776367
	Iteration 43Q: 3 clusters Score -6489836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6489839.000000 Penalty: 5379.776367
	Iteration 44Q: 3 clusters Score -6489839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6489859.500000 Penalty: 5379.776367
	Iteration 45Q: 3 clusters Score -6489860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6489896.500000 Penalty: 5379.776367
	Iteration 46Q: 3 clusters Score -6489896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -6489897.000000 Penalty: 5379.776367
	Iteration 47Q: 3 clusters Score -6489897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -6489920.000000 Penalty: 5379.776367
	Iteration 48Q: 3 clusters Score -6489920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6489945.500000 Penalty: 5379.776367
	Iteration 49Q: 3 clusters Score -6489946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -6489968.000000 Penalty: 5379.776367
	Iteration 50Q: 3 clusters Score -6489968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6489974.500000 Penalty: 5379.776367
	Iteration 51Q: 3 clusters Score -6489974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -6489988.500000 Penalty: 5379.776367
	Iteration 52Q: 3 clusters Score -6489988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6489998.500000 Penalty: 5379.776367
	Iteration 53Q: 3 clusters Score -6489998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -6490022.500000 Penalty: 5379.776367
	Iteration 54Q: 3 clusters Score -6490022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -6490028.000000 Penalty: 5379.776367
	Iteration 55Q: 3 clusters Score -6490028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -6490025.500000 Penalty: 5379.776367
	Iteration 56Q: 3 clusters Score -6490026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6490025.500000 Penalty: 5379.776367
	Iteration 57Q: 3 clusters Score -6490026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6490029.000000 Penalty: 5379.776367
	Iteration 58Q: 3 clusters Score -6490029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6490026.500000 Penalty: 5379.776367
	Iteration 59Q: 3 clusters Score -6490026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -6490036.000000 Penalty: 5379.776367
	Iteration 60F: 3 clusters Score -6490036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -6490045.000000 Penalty: 5379.776367
	Iteration 61Q: 3 clusters Score -6490045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -6490047.000000 Penalty: 5379.776367
	Iteration 62Q: 3 clusters Score -6490047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6490043.500000 Penalty: 5379.776367
	Iteration 63Q: 3 clusters Score -6490044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -6490051.500000 Penalty: 5379.776367
	Iteration 64Q: 3 clusters Score -6490052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6490054.000000 Penalty: 5379.776367
	Iteration 65Q: 3 clusters Score -6490054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6490056.000000 Penalty: 5379.776367
	Iteration 66Q: 3 clusters Score -6490056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6490060.000000 Penalty: 5379.776367
	Iteration 67Q: 3 clusters Score -6490060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -6490061.500000 Penalty: 5379.776367
	Iteration 68Q: 3 clusters Score -6490062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6490063.500000 Penalty: 5379.776367
	Iteration 69Q: 3 clusters Score -6490064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -6490067.000000 Penalty: 5379.776367
	Iteration 70Q: 3 clusters Score -6490067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -6490065.500000 Penalty: 5379.776367
	Iteration 71Q: 3 clusters Score -6490066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -6490067.500000 Penalty: 5379.776367
	Iteration 72Q: 3 clusters Score -6490068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6490078.000000 Penalty: 5379.776367
	Iteration 73Q: 3 clusters Score -6490078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -6490072.000000 Penalty: 5379.776367
	Iteration 74Q: 3 clusters Score -6490072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6490072.500000 Penalty: 5379.776367
	Iteration 75Q: 3 clusters Score -6490072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -6490076.000000 Penalty: 5379.776367
	Iteration 76Q: 3 clusters Score -6490076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -6490081.500000 Penalty: 5379.776367
	Iteration 77Q: 3 clusters Score -6490082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6490083.500000 Penalty: 5379.776367
	Iteration 78Q: 3 clusters Score -6490084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6490089.500000 Penalty: 5379.776367
	Iteration 79Q: 3 clusters Score -6490090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -6490085.500000 Penalty: 5379.776367
	Iteration 80F: 3 clusters Score -6490086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -6490085.500000 Penalty: 5379.776367
	Iteration 81Q: 3 clusters Score -6490086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -6490084.500000 Penalty: 5379.776367
	Iteration 82Q: 3 clusters Score -6490084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -6490083.500000 Penalty: 5379.776367
	Iteration 83Q: 3 clusters Score -6490084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -6490084.000000 Penalty: 5379.776367
	Iteration 84Q: 3 clusters Score -6490084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -6490084.000000 Penalty: 5379.776367
	Iteration 85F: 3 clusters Score -6490084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -207037.765625 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -207037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204608.031250 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -204608 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205224.390625 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -205224.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -205428.437500 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -205428.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -205531.406250 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -205531.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -205619.343750 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -205619.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -205673.109375 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -205673.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -205710.468750 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -205710.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205760.187500 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -205760.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205804.140625 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -205804.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -205846.718750 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -205846.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205877.671875 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -205877.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -205900.562500 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -205900.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -205924.718750 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -205924.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205938.546875 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -205938.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -205964.140625 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -205964.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205993.203125 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -205993.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -206011.703125 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -206011.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -206028.609375 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -206028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -206041.562500 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -206041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206059.921875 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -206059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206069.031250 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -206069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206076.500000 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -206076.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206086.359375 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -206086.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -206100.218750 Penalty: 3715.579346
	Iteration 23Q: 3 clusters Score -206100.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206110.562500 Penalty: 3715.579346
	Iteration 24Q: 3 clusters Score -206110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -206118.453125 Penalty: 3715.579346
	Iteration 25Q: 3 clusters Score -206118.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -206141.375000 Penalty: 3715.579346
	Iteration 26Q: 3 clusters Score -206141.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -206163.140625 Penalty: 3715.579346
	Iteration 27Q: 3 clusters Score -206163.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -206186.062500 Penalty: 3715.579346
	Iteration 28Q: 3 clusters Score -206186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -206215.218750 Penalty: 3715.579346
	Iteration 29Q: 3 clusters Score -206215.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -206237.750000 Penalty: 3715.579346
	Iteration 30Q: 3 clusters Score -206237.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -206254.265625 Penalty: 3715.579346
	Iteration 31Q: 3 clusters Score -206254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -206272.468750 Penalty: 3715.579346
	Iteration 32Q: 3 clusters Score -206272.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206291.593750 Penalty: 3715.579346
	Iteration 33Q: 3 clusters Score -206291.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -206299.218750 Penalty: 3715.579346
	Iteration 34Q: 3 clusters Score -206299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -206303.312500 Penalty: 3715.579346
	Iteration 35Q: 3 clusters Score -206303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -206309.734375 Penalty: 3715.579346
	Iteration 36Q: 3 clusters Score -206309.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -206316.140625 Penalty: 3715.579346
	Iteration 37Q: 3 clusters Score -206316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -206322.765625 Penalty: 3715.579346
	Iteration 38Q: 3 clusters Score -206322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -206326.125000 Penalty: 3715.579346
	Iteration 39Q: 3 clusters Score -206326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -206329.171875 Penalty: 3715.579346
	Iteration 40F: 3 clusters Score -206329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206332.109375 Penalty: 3715.579346
	Iteration 41Q: 3 clusters Score -206332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -206333.359375 Penalty: 3715.579346
	Iteration 42Q: 3 clusters Score -206333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -206333.968750 Penalty: 3715.579346
	Iteration 43Q: 3 clusters Score -206334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -206334.984375 Penalty: 3715.579346
	Iteration 44Q: 3 clusters Score -206335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -206335.750000 Penalty: 3715.579346
	Iteration 45Q: 3 clusters Score -206335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -206337.812500 Penalty: 3715.579346
	Iteration 46Q: 3 clusters Score -206337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -206339.140625 Penalty: 3715.579346
	Iteration 47Q: 3 clusters Score -206339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206340.921875 Penalty: 3715.579346
	Iteration 48Q: 3 clusters Score -206340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -206344.578125 Penalty: 3715.579346
	Iteration 49Q: 3 clusters Score -206344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -206346.875000 Penalty: 3715.579346
	Iteration 50Q: 3 clusters Score -206346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -206347.156250 Penalty: 3715.579346
	Iteration 51Q: 3 clusters Score -206347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -206349.000000 Penalty: 3715.579346
	Iteration 52Q: 3 clusters Score -206349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -206351.625000 Penalty: 3715.579346
	Iteration 53Q: 3 clusters Score -206351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -206354.234375 Penalty: 3715.579346
	Iteration 54Q: 3 clusters Score -206354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -206356.468750 Penalty: 3715.579346
	Iteration 55Q: 3 clusters Score -206356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206358.937500 Penalty: 3715.579346
	Iteration 56Q: 3 clusters Score -206358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -206362.265625 Penalty: 3715.579346
	Iteration 57Q: 3 clusters Score -206362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -206364.390625 Penalty: 3715.579346
	Iteration 58Q: 3 clusters Score -206364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -206366.703125 Penalty: 3715.579346
	Iteration 59Q: 3 clusters Score -206366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206367.312500 Penalty: 3715.579346
	Iteration 60F: 3 clusters Score -206367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -189512.046875 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -189512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187141.140625 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -187141.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187537.609375 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -187537.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187653.765625 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -187653.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -187718.937500 Penalty: 3640.088623
	Iteration 3Q: 3 clusters Score -187718.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187748.921875 Penalty: 3640.088623
	Iteration 4Q: 3 clusters Score -187748.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187773.765625 Penalty: 3640.088623
	Iteration 5Q: 3 clusters Score -187773.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187802.562500 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -187802.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187822.609375 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -187822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187834.468750 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -187834.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187844.953125 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -187845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187851.296875 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -187851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187857.406250 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -187857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187864.640625 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -187864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187868.500000 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -187868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187873.906250 Penalty: 3640.088623
	Iteration 14Q: 3 clusters Score -187873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187876.265625 Penalty: 3640.088623
	Iteration 15Q: 3 clusters Score -187876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187884.187500 Penalty: 3640.088623
	Iteration 16Q: 3 clusters Score -187884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187890.000000 Penalty: 3640.088623
	Iteration 17Q: 3 clusters Score -187890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187892.593750 Penalty: 3640.088623
	Iteration 18Q: 3 clusters Score -187892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187894.093750 Penalty: 3640.088623
	Iteration 19Q: 3 clusters Score -187894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187897.156250 Penalty: 3640.088623
	Iteration 20F: 3 clusters Score -187897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187897.375000 Penalty: 3640.088623
	Iteration 21Q: 3 clusters Score -187897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187897.375000 Penalty: 3640.088623
	Iteration 22F: 3 clusters Score -187897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Entering Unmasked Estep 
Score: -8441988.000000 Penalty: 2764.146729
	Iteration 0F: 2 clusters Score -8441988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -8395511.000000 Penalty: 5528.293457
	Iteration 0F: 3 clusters Score -8395511 nChanged 32415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -8413802.000000 Penalty: 5528.293457
	Iteration 1F: 3 clusters Score -8413802 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -8414487.000000 Penalty: 5528.293457
	Iteration 2Q: 3 clusters Score -8414487 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8415291.000000 Penalty: 5528.293457
	Iteration 3Q: 3 clusters Score -8415291 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -8416114.000000 Penalty: 5528.293457
	Iteration 4Q: 3 clusters Score -8416114 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -8417115.000000 Penalty: 5528.293457
	Iteration 5Q: 3 clusters Score -8417115 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -8418353.000000 Penalty: 5528.293457
	Iteration 6Q: 3 clusters Score -8418353 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -8419859.000000 Penalty: 5528.293457
	Iteration 7Q: 3 clusters Score -8419859 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8421646.000000 Penalty: 5528.293457
	Iteration 8Q: 3 clusters Score -8421646 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -8423573.000000 Penalty: 5528.293457
	Iteration 9Q: 3 clusters Score -8423573 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -8425273.000000 Penalty: 5528.293457
	Iteration 10Q: 3 clusters Score -8425273 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8426704.000000 Penalty: 5528.293457
	Iteration 11Q: 3 clusters Score -8426704 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -8428071.000000 Penalty: 5528.293457
	Iteration 12Q: 3 clusters Score -8428071 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8429438.000000 Penalty: 5528.293457
	Iteration 13Q: 3 clusters Score -8429438 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -8430879.000000 Penalty: 5528.293457
	Iteration 14Q: 3 clusters Score -8430879 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -8432333.000000 Penalty: 5528.293457
	Iteration 15Q: 3 clusters Score -8432333 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -8434014.000000 Penalty: 5528.293457
	Iteration 16Q: 3 clusters Score -8434014 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -8435619.000000 Penalty: 5528.293457
	Iteration 17Q: 3 clusters Score -8435619 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -8436887.000000 Penalty: 5528.293457
	Iteration 18Q: 3 clusters Score -8436887 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -8437760.000000 Penalty: 5528.293457
	Iteration 19Q: 3 clusters Score -8437760 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -8438288.000000 Penalty: 5528.293457
	Iteration 20F: 3 clusters Score -8438288 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8438702.000000 Penalty: 5528.293457
	Iteration 21Q: 3 clusters Score -8438702 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8439009.000000 Penalty: 5528.293457
	Iteration 22Q: 3 clusters Score -8439009 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8439238.000000 Penalty: 5528.293457
	Iteration 23Q: 3 clusters Score -8439238 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8439370.000000 Penalty: 5528.293457
	Iteration 24Q: 3 clusters Score -8439370 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -8439500.000000 Penalty: 5528.293457
	Iteration 25Q: 3 clusters Score -8439500 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -8439604.000000 Penalty: 5528.293457
	Iteration 26Q: 3 clusters Score -8439604 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -8439670.000000 Penalty: 5528.293457
	Iteration 27Q: 3 clusters Score -8439670 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8439739.000000 Penalty: 5528.293457
	Iteration 28Q: 3 clusters Score -8439739 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8439783.000000 Penalty: 5528.293457
	Iteration 29Q: 3 clusters Score -8439783 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8439846.000000 Penalty: 5528.293457
	Iteration 30Q: 3 clusters Score -8439846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8439905.000000 Penalty: 5528.293457
	Iteration 31Q: 3 clusters Score -8439905 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8439937.000000 Penalty: 5528.293457
	Iteration 32Q: 3 clusters Score -8439937 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8439998.000000 Penalty: 5528.293457
	Iteration 33Q: 3 clusters Score -8439998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8440030.000000 Penalty: 5528.293457
	Iteration 34Q: 3 clusters Score -8440030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8440042.000000 Penalty: 5528.293457
	Iteration 35Q: 3 clusters Score -8440042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -8440052.000000 Penalty: 5528.293457
	Iteration 36Q: 3 clusters Score -8440052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8440083.000000 Penalty: 5528.293457
	Iteration 37Q: 3 clusters Score -8440083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8440082.000000 Penalty: 5528.293457
	Iteration 38Q: 3 clusters Score -8440082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8440104.000000 Penalty: 5528.293457
	Iteration 39Q: 3 clusters Score -8440104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8440113.000000 Penalty: 5528.293457
	Iteration 40F: 3 clusters Score -8440113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8440130.000000 Penalty: 5528.293457
	Iteration 41Q: 3 clusters Score -8440130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8440142.000000 Penalty: 5528.293457
	Iteration 42Q: 3 clusters Score -8440142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8440147.000000 Penalty: 5528.293457
	Iteration 43Q: 3 clusters Score -8440147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8440143.000000 Penalty: 5528.293457
	Iteration 44Q: 3 clusters Score -8440143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8440161.000000 Penalty: 5528.293457
	Iteration 45Q: 3 clusters Score -8440161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8440149.000000 Penalty: 5528.293457
	Iteration 46Q: 3 clusters Score -8440149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8440163.000000 Penalty: 5528.293457
	Iteration 47Q: 3 clusters Score -8440163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8440176.000000 Penalty: 5528.293457
	Iteration 48Q: 3 clusters Score -8440176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8440164.000000 Penalty: 5528.293457
	Iteration 49Q: 3 clusters Score -8440164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -8440155.000000 Penalty: 5528.293457
	Iteration 50Q: 3 clusters Score -8440155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8440154.000000 Penalty: 5528.293457
	Iteration 51Q: 3 clusters Score -8440154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8440170.000000 Penalty: 5528.293457
	Iteration 52Q: 3 clusters Score -8440170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8440163.000000 Penalty: 5528.293457
	Iteration 53Q: 3 clusters Score -8440163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8440182.000000 Penalty: 5528.293457
	Iteration 54Q: 3 clusters Score -8440182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8440180.000000 Penalty: 5528.293457
	Iteration 55Q: 3 clusters Score -8440180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8440177.000000 Penalty: 5528.293457
	Iteration 56Q: 3 clusters Score -8440177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8440175.000000 Penalty: 5528.293457
	Iteration 57Q: 3 clusters Score -8440175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8440174.000000 Penalty: 5528.293457
	Iteration 58Q: 3 clusters Score -8440174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8440179.000000 Penalty: 5528.293457
	Iteration 59Q: 3 clusters Score -8440179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8440179.000000 Penalty: 5528.293457
	Iteration 60F: 3 clusters Score -8440179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8440180.000000 Penalty: 5528.293457
	Iteration 61Q: 3 clusters Score -8440180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8440186.000000 Penalty: 5528.293457
	Iteration 62Q: 3 clusters Score -8440186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8440195.000000 Penalty: 5528.293457
	Iteration 63Q: 3 clusters Score -8440195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8440185.000000 Penalty: 5528.293457
	Iteration 64Q: 3 clusters Score -8440185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8440184.000000 Penalty: 5528.293457
	Iteration 65Q: 3 clusters Score -8440184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8440180.000000 Penalty: 5528.293457
	Iteration 66Q: 3 clusters Score -8440180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8440180.000000 Penalty: 5528.293457
	Iteration 67F: 3 clusters Score -8440180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 328 members 
Entering Unmasked Estep 
Score: -67258.992188 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67258.99 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67704.796875 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -67704.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68066.109375 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68066.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68290.851562 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68290.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68544.585938 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -68544.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68798.281250 Penalty: 3230.562256
	Iteration 5F: 3 clusters Score -68798.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68943.218750 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -68943.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69144.531250 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -69144.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69230.851562 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -69230.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69292.117188 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -69292.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69375.773438 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -69375.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69461.859375 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -69461.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69525.523438 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -69525.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69598.882812 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -69598.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69815.062500 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -69815.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69996.546875 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -69996.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70006.484375 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -70006.48 nChanged 2
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: -70010.539062 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -70010.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70016.742188 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -70016.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70023.984375 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -70023.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70030.812500 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -70030.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70051.242188 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -70051.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70118.757812 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -70118.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70277.093750 Penalty: 3230.562256
	Iteration 23Q: 3 clusters Score -70277.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70480.000000 Penalty: 3230.562256
	Iteration 24Q: 3 clusters Score -70480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70480.000000 Penalty: 3230.562256
	Iteration 25F: 3 clusters Score -70480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51345 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 283 members 
Mstep: Class 7 contains 175916 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157455 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155513 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29830 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199041 members 
Mstep: Class 20 contains 391 members 
Entering Unmasked Estep 
Score: -105737624.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105737800.000000 to -105737624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (175916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Entering Unmasked Estep 
Score: -22043516.000000 Penalty: 2995.284912
	Iteration 0F: 2 clusters Score -2.204352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -21929550.000000 Penalty: 5990.569824
	Iteration 0F: 3 clusters Score -2.192955e+07 nChanged 84286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -21979180.000000 Penalty: 5990.569824
	Iteration 1F: 3 clusters Score -2.197918e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -21981220.000000 Penalty: 5990.569824
	Iteration 2Q: 3 clusters Score -2.198122e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -21984062.000000 Penalty: 5990.569824
	Iteration 3Q: 3 clusters Score -2.198406e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -21988654.000000 Penalty: 5990.569824
	Iteration 4F: 3 clusters Score -2.198865e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -21995802.000000 Penalty: 5990.569824
	Iteration 5F: 3 clusters Score -2.19958e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -22006638.000000 Penalty: 5990.569824
	Iteration 6F: 3 clusters Score -2.200664e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -22018622.000000 Penalty: 5990.569824
	Iteration 7F: 3 clusters Score -2.201862e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -22028816.000000 Penalty: 5990.569824
	Iteration 8F: 3 clusters Score -2.202882e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 137272 members 
Entering Unmasked Estep 
Score: -22033878.000000 Penalty: 5990.569824
	Iteration 9Q: 3 clusters Score -2.203388e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 140498 members 
Entering Unmasked Estep 
Score: -22036188.000000 Penalty: 5990.569824
	Iteration 10Q: 3 clusters Score -2.203619e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -22037630.000000 Penalty: 5990.569824
	Iteration 11Q: 3 clusters Score -2.203763e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 145725 members 
Entering Unmasked Estep 
Score: -22038768.000000 Penalty: 5990.569824
	Iteration 12Q: 3 clusters Score -2.203877e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -22039788.000000 Penalty: 5990.569824
	Iteration 13Q: 3 clusters Score -2.203979e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -22040376.000000 Penalty: 5990.569824
	Iteration 14Q: 3 clusters Score -2.204038e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 151738 members 
Entering Unmasked Estep 
Score: -22040878.000000 Penalty: 5990.569824
	Iteration 15Q: 3 clusters Score -2.204088e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -22041376.000000 Penalty: 5990.569824
	Iteration 16Q: 3 clusters Score -2.204138e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -22041682.000000 Penalty: 5990.569824
	Iteration 17Q: 3 clusters Score -2.204168e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -22042064.000000 Penalty: 5990.569824
	Iteration 18Q: 3 clusters Score -2.204206e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -22042322.000000 Penalty: 5990.569824
	Iteration 19Q: 3 clusters Score -2.204232e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -22042442.000000 Penalty: 5990.569824
	Iteration 20F: 3 clusters Score -2.204244e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 160082 members 
Entering Unmasked Estep 
Score: -22042672.000000 Penalty: 5990.569824
	Iteration 21Q: 3 clusters Score -2.204267e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -22042774.000000 Penalty: 5990.569824
	Iteration 22Q: 3 clusters Score -2.204277e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 162021 members 
Entering Unmasked Estep 
Score: -22042828.000000 Penalty: 5990.569824
	Iteration 23Q: 3 clusters Score -2.204283e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -22042912.000000 Penalty: 5990.569824
	Iteration 24Q: 3 clusters Score -2.204291e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 163641 members 
Entering Unmasked Estep 
Score: -22042916.000000 Penalty: 5990.569824
	Iteration 25Q: 3 clusters Score -2.204292e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -22042868.000000 Penalty: 5990.569824
	Iteration 26Q: 3 clusters Score -2.204287e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -22042850.000000 Penalty: 5990.569824
	Iteration 27Q: 3 clusters Score -2.204285e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -22042862.000000 Penalty: 5990.569824
	Iteration 28Q: 3 clusters Score -2.204286e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 166188 members 
Entering Unmasked Estep 
Score: -22042970.000000 Penalty: 5990.569824
	Iteration 29Q: 3 clusters Score -2.204297e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -22042936.000000 Penalty: 5990.569824
	Iteration 30Q: 3 clusters Score -2.204294e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -22042932.000000 Penalty: 5990.569824
	Iteration 31Q: 3 clusters Score -2.204293e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -22042968.000000 Penalty: 5990.569824
	Iteration 32Q: 3 clusters Score -2.204297e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -22042950.000000 Penalty: 5990.569824
	Iteration 33Q: 3 clusters Score -2.204295e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -22042964.000000 Penalty: 5990.569824
	Iteration 34Q: 3 clusters Score -2.204296e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -22042984.000000 Penalty: 5990.569824
	Iteration 35Q: 3 clusters Score -2.204298e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -22042944.000000 Penalty: 5990.569824
	Iteration 36Q: 3 clusters Score -2.204294e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 168998 members 
Entering Unmasked Estep 
Score: -22042936.000000 Penalty: 5990.569824
	Iteration 37Q: 3 clusters Score -2.204294e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 169240 members 
Entering Unmasked Estep 
Score: -22042916.000000 Penalty: 5990.569824
	Iteration 38Q: 3 clusters Score -2.204292e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -22042888.000000 Penalty: 5990.569824
	Iteration 39Q: 3 clusters Score -2.204289e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -22042944.000000 Penalty: 5990.569824
	Iteration 40F: 3 clusters Score -2.204294e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 169768 members 
Entering Unmasked Estep 
Score: -22042888.000000 Penalty: 5990.569824
	Iteration 41Q: 3 clusters Score -2.204289e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 169907 members 
Entering Unmasked Estep 
Score: -22042932.000000 Penalty: 5990.569824
	Iteration 42Q: 3 clusters Score -2.204293e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 170053 members 
Entering Unmasked Estep 
Score: -22042884.000000 Penalty: 5990.569824
	Iteration 43Q: 3 clusters Score -2.204288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -22042860.000000 Penalty: 5990.569824
	Iteration 44Q: 3 clusters Score -2.204286e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -22042868.000000 Penalty: 5990.569824
	Iteration 45Q: 3 clusters Score -2.204287e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -22042926.000000 Penalty: 5990.569824
	Iteration 46Q: 3 clusters Score -2.204293e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 170561 members 
Entering Unmasked Estep 
Score: -22042906.000000 Penalty: 5990.569824
	Iteration 47Q: 3 clusters Score -2.204291e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -22042852.000000 Penalty: 5990.569824
	Iteration 48Q: 3 clusters Score -2.204285e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -22042796.000000 Penalty: 5990.569824
	Iteration 49Q: 3 clusters Score -2.20428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 170818 members 
Entering Unmasked Estep 
Score: -22042768.000000 Penalty: 5990.569824
	Iteration 50Q: 3 clusters Score -2.204277e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 170888 members 
Entering Unmasked Estep 
Score: -22042724.000000 Penalty: 5990.569824
	Iteration 51Q: 3 clusters Score -2.204272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -22042696.000000 Penalty: 5990.569824
	Iteration 52Q: 3 clusters Score -2.20427e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 171031 members 
Entering Unmasked Estep 
Score: -22042734.000000 Penalty: 5990.569824
	Iteration 53Q: 3 clusters Score -2.204273e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 171105 members 
Entering Unmasked Estep 
Score: -22042760.000000 Penalty: 5990.569824
	Iteration 54Q: 3 clusters Score -2.204276e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -22042752.000000 Penalty: 5990.569824
	Iteration 55Q: 3 clusters Score -2.204275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -22042718.000000 Penalty: 5990.569824
	Iteration 56Q: 3 clusters Score -2.204272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -22042722.000000 Penalty: 5990.569824
	Iteration 57Q: 3 clusters Score -2.204272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -22042714.000000 Penalty: 5990.569824
	Iteration 58Q: 3 clusters Score -2.204271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -22042710.000000 Penalty: 5990.569824
	Iteration 59Q: 3 clusters Score -2.204271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 171332 members 
Entering Unmasked Estep 
Score: -22042714.000000 Penalty: 5990.569824
	Iteration 60F: 3 clusters Score -2.204271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 171351 members 
Entering Unmasked Estep 
Score: -22042732.000000 Penalty: 5990.569824
	Iteration 61Q: 3 clusters Score -2.204273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -22042726.000000 Penalty: 5990.569824
	Iteration 62Q: 3 clusters Score -2.204273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -22042750.000000 Penalty: 5990.569824
	Iteration 63Q: 3 clusters Score -2.204275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -22042754.000000 Penalty: 5990.569824
	Iteration 64Q: 3 clusters Score -2.204275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 171413 members 
Entering Unmasked Estep 
Score: -22042764.000000 Penalty: 5990.569824
	Iteration 65Q: 3 clusters Score -2.204276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 171431 members 
Entering Unmasked Estep 
Score: -22042764.000000 Penalty: 5990.569824
	Iteration 66Q: 3 clusters Score -2.204276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 171440 members 
Entering Unmasked Estep 
Score: -22042786.000000 Penalty: 5990.569824
	Iteration 67Q: 3 clusters Score -2.204279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -22042812.000000 Penalty: 5990.569824
	Iteration 68Q: 3 clusters Score -2.204281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -22042802.000000 Penalty: 5990.569824
	Iteration 69Q: 3 clusters Score -2.20428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -22042800.000000 Penalty: 5990.569824
	Iteration 70Q: 3 clusters Score -2.20428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -22042798.000000 Penalty: 5990.569824
	Iteration 71Q: 3 clusters Score -2.20428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -22042798.000000 Penalty: 5990.569824
	Iteration 72Q: 3 clusters Score -2.20428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -22042790.000000 Penalty: 5990.569824
	Iteration 73Q: 3 clusters Score -2.204279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -22042794.000000 Penalty: 5990.569824
	Iteration 74Q: 3 clusters Score -2.204279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -22042796.000000 Penalty: 5990.569824
	Iteration 75Q: 3 clusters Score -2.20428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -22042802.000000 Penalty: 5990.569824
	Iteration 76Q: 3 clusters Score -2.20428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -22042808.000000 Penalty: 5990.569824
	Iteration 77Q: 3 clusters Score -2.204281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -22042812.000000 Penalty: 5990.569824
	Iteration 78Q: 3 clusters Score -2.204281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -22042804.000000 Penalty: 5990.569824
	Iteration 79Q: 3 clusters Score -2.20428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -22042794.000000 Penalty: 5990.569824
	Iteration 80F: 3 clusters Score -2.204279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -22042810.000000 Penalty: 5990.569824
	Iteration 81Q: 3 clusters Score -2.204281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -22042800.000000 Penalty: 5990.569824
	Iteration 82Q: 3 clusters Score -2.20428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -22042784.000000 Penalty: 5990.569824
	Iteration 83Q: 3 clusters Score -2.204278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -22042794.000000 Penalty: 5990.569824
	Iteration 84Q: 3 clusters Score -2.204279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -22042792.000000 Penalty: 5990.569824
	Iteration 85Q: 3 clusters Score -2.204279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -22042784.000000 Penalty: 5990.569824
	Iteration 86Q: 3 clusters Score -2.204278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -22042788.000000 Penalty: 5990.569824
	Iteration 87Q: 3 clusters Score -2.204279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -22042798.000000 Penalty: 5990.569824
	Iteration 88Q: 3 clusters Score -2.20428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -22042802.000000 Penalty: 5990.569824
	Iteration 89Q: 3 clusters Score -2.20428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -22042792.000000 Penalty: 5990.569824
	Iteration 90Q: 3 clusters Score -2.204279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -22042788.000000 Penalty: 5990.569824
	Iteration 91Q: 3 clusters Score -2.204279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -22042778.000000 Penalty: 5990.569824
	Iteration 92Q: 3 clusters Score -2.204278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 171629 members 
Entering Unmasked Estep 
Score: -22042770.000000 Penalty: 5990.569824
	Iteration 93Q: 3 clusters Score -2.204277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 171639 members 
Entering Unmasked Estep 
Score: -22042762.000000 Penalty: 5990.569824
	Iteration 94Q: 3 clusters Score -2.204276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -22042764.000000 Penalty: 5990.569824
	Iteration 95Q: 3 clusters Score -2.204276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22042748.000000 Penalty: 5990.569824
	Iteration 96Q: 3 clusters Score -2.204275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -22042766.000000 Penalty: 5990.569824
	Iteration 97Q: 3 clusters Score -2.204277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -22042774.000000 Penalty: 5990.569824
	Iteration 98Q: 3 clusters Score -2.204277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 171667 members 
Entering Unmasked Estep 
Score: -22042768.000000 Penalty: 5990.569824
	Iteration 99Q: 3 clusters Score -2.204277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 171669 members 
Entering Unmasked Estep 
Score: -22042768.000000 Penalty: 5990.569824
	Iteration 100F: 3 clusters Score -2.204277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -22042764.000000 Penalty: 5990.569824
	Iteration 101Q: 3 clusters Score -2.204276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -22042764.000000 Penalty: 5990.569824
	Iteration 102F: 3 clusters Score -2.204276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -186297.656250 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -186297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184002.046875 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -184002 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -184412.515625 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -184412.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184527.328125 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -184527.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184598.578125 Penalty: 3651.557129
	Iteration 3Q: 3 clusters Score -184598.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -184656.453125 Penalty: 3651.557129
	Iteration 4Q: 3 clusters Score -184656.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184723.250000 Penalty: 3651.557129
	Iteration 5Q: 3 clusters Score -184723.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184798.421875 Penalty: 3651.557129
	Iteration 6Q: 3 clusters Score -184798.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -184865.765625 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -184865.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184945.062500 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -184945.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -185042.187500 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -185042.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -185240.921875 Penalty: 3651.557129
	Iteration 10F: 3 clusters Score -185240.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185563.265625 Penalty: 3651.557129
	Iteration 11F: 3 clusters Score -185563.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185820.125000 Penalty: 3651.557129
	Iteration 12F: 3 clusters Score -185820.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -185941.609375 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -185941.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185981.750000 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -185981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185991.859375 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -185991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185995.062500 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -185995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185995.609375 Penalty: 3651.557129
	Iteration 17Q: 3 clusters Score -185995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185995.609375 Penalty: 3651.557129
	Iteration 18F: 3 clusters Score -185995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Entering Unmasked Estep 
Score: -19847592.000000 Penalty: 2967.790039
	Iteration 0F: 2 clusters Score -1.984759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -19744746.000000 Penalty: 5935.580078
	Iteration 0F: 3 clusters Score -1.974475e+07 nChanged 75439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -19788726.000000 Penalty: 5935.580078
	Iteration 1F: 3 clusters Score -1.978873e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -19789668.000000 Penalty: 5935.580078
	Iteration 2Q: 3 clusters Score -1.978967e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -19790838.000000 Penalty: 5935.580078
	Iteration 3Q: 3 clusters Score -1.979084e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -19792134.000000 Penalty: 5935.580078
	Iteration 4Q: 3 clusters Score -1.979213e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -19794118.000000 Penalty: 5935.580078
	Iteration 5Q: 3 clusters Score -1.979412e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -19796888.000000 Penalty: 5935.580078
	Iteration 6Q: 3 clusters Score -1.979689e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -19801676.000000 Penalty: 5935.580078
	Iteration 7F: 3 clusters Score -1.980168e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -19808688.000000 Penalty: 5935.580078
	Iteration 8F: 3 clusters Score -1.980869e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -19817770.000000 Penalty: 5935.580078
	Iteration 9F: 3 clusters Score -1.981777e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -19824146.000000 Penalty: 5935.580078
	Iteration 10F: 3 clusters Score -1.982415e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -19826812.000000 Penalty: 5935.580078
	Iteration 11Q: 3 clusters Score -1.982681e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -19827976.000000 Penalty: 5935.580078
	Iteration 12Q: 3 clusters Score -1.982798e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -19828784.000000 Penalty: 5935.580078
	Iteration 13Q: 3 clusters Score -1.982878e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -19829482.000000 Penalty: 5935.580078
	Iteration 14Q: 3 clusters Score -1.982948e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -19830036.000000 Penalty: 5935.580078
	Iteration 15Q: 3 clusters Score -1.983004e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -19830550.000000 Penalty: 5935.580078
	Iteration 16Q: 3 clusters Score -1.983055e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -19831060.000000 Penalty: 5935.580078
	Iteration 17Q: 3 clusters Score -1.983106e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -19831586.000000 Penalty: 5935.580078
	Iteration 18Q: 3 clusters Score -1.983159e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -19831896.000000 Penalty: 5935.580078
	Iteration 19Q: 3 clusters Score -1.98319e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -19832358.000000 Penalty: 5935.580078
	Iteration 20F: 3 clusters Score -1.983236e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -19832768.000000 Penalty: 5935.580078
	Iteration 21Q: 3 clusters Score -1.983277e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 108135 members 
Entering Unmasked Estep 
Score: -19833186.000000 Penalty: 5935.580078
	Iteration 22Q: 3 clusters Score -1.983319e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -19833512.000000 Penalty: 5935.580078
	Iteration 23Q: 3 clusters Score -1.983351e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -19833798.000000 Penalty: 5935.580078
	Iteration 24Q: 3 clusters Score -1.98338e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -19834134.000000 Penalty: 5935.580078
	Iteration 25Q: 3 clusters Score -1.983413e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -19834498.000000 Penalty: 5935.580078
	Iteration 26Q: 3 clusters Score -1.98345e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -19834844.000000 Penalty: 5935.580078
	Iteration 27Q: 3 clusters Score -1.983484e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -19835424.000000 Penalty: 5935.580078
	Iteration 28Q: 3 clusters Score -1.983542e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -19835878.000000 Penalty: 5935.580078
	Iteration 29Q: 3 clusters Score -1.983588e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 121518 members 
Entering Unmasked Estep 
Score: -19836384.000000 Penalty: 5935.580078
	Iteration 30Q: 3 clusters Score -1.983638e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -19836902.000000 Penalty: 5935.580078
	Iteration 31Q: 3 clusters Score -1.98369e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -19837578.000000 Penalty: 5935.580078
	Iteration 32Q: 3 clusters Score -1.983758e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -19838172.000000 Penalty: 5935.580078
	Iteration 33Q: 3 clusters Score -1.983817e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -19838852.000000 Penalty: 5935.580078
	Iteration 34Q: 3 clusters Score -1.983885e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 131959 members 
Entering Unmasked Estep 
Score: -19839576.000000 Penalty: 5935.580078
	Iteration 35Q: 3 clusters Score -1.983958e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -19840236.000000 Penalty: 5935.580078
	Iteration 36Q: 3 clusters Score -1.984024e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -19840966.000000 Penalty: 5935.580078
	Iteration 37Q: 3 clusters Score -1.984097e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 138253 members 
Entering Unmasked Estep 
Score: -19841744.000000 Penalty: 5935.580078
	Iteration 38Q: 3 clusters Score -1.984174e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 140176 members 
Entering Unmasked Estep 
Score: -19842710.000000 Penalty: 5935.580078
	Iteration 39Q: 3 clusters Score -1.984271e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 141966 members 
Entering Unmasked Estep 
Score: -19843442.000000 Penalty: 5935.580078
	Iteration 40F: 3 clusters Score -1.984344e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -19844164.000000 Penalty: 5935.580078
	Iteration 41Q: 3 clusters Score -1.984416e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -19844636.000000 Penalty: 5935.580078
	Iteration 42Q: 3 clusters Score -1.984464e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 146412 members 
Entering Unmasked Estep 
Score: -19845106.000000 Penalty: 5935.580078
	Iteration 43Q: 3 clusters Score -1.984511e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 147540 members 
Entering Unmasked Estep 
Score: -19845512.000000 Penalty: 5935.580078
	Iteration 44Q: 3 clusters Score -1.984551e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -19845714.000000 Penalty: 5935.580078
	Iteration 45Q: 3 clusters Score -1.984571e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -19845942.000000 Penalty: 5935.580078
	Iteration 46Q: 3 clusters Score -1.984594e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -19846028.000000 Penalty: 5935.580078
	Iteration 47Q: 3 clusters Score -1.984603e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -19846188.000000 Penalty: 5935.580078
	Iteration 48Q: 3 clusters Score -1.984619e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -19846338.000000 Penalty: 5935.580078
	Iteration 49Q: 3 clusters Score -1.984634e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -19846446.000000 Penalty: 5935.580078
	Iteration 50Q: 3 clusters Score -1.984645e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 152254 members 
Entering Unmasked Estep 
Score: -19846432.000000 Penalty: 5935.580078
	Iteration 51Q: 3 clusters Score -1.984643e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 152623 members 
Entering Unmasked Estep 
Score: -19846474.000000 Penalty: 5935.580078
	Iteration 52Q: 3 clusters Score -1.984647e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -19846468.000000 Penalty: 5935.580078
	Iteration 53Q: 3 clusters Score -1.984647e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -19846538.000000 Penalty: 5935.580078
	Iteration 54Q: 3 clusters Score -1.984654e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -19846528.000000 Penalty: 5935.580078
	Iteration 55Q: 3 clusters Score -1.984653e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -19846488.000000 Penalty: 5935.580078
	Iteration 56Q: 3 clusters Score -1.984649e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 153711 members 
Entering Unmasked Estep 
Score: -19846476.000000 Penalty: 5935.580078
	Iteration 57Q: 3 clusters Score -1.984648e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 153846 members 
Entering Unmasked Estep 
Score: -19846442.000000 Penalty: 5935.580078
	Iteration 58Q: 3 clusters Score -1.984644e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -19846456.000000 Penalty: 5935.580078
	Iteration 59Q: 3 clusters Score -1.984646e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -19846446.000000 Penalty: 5935.580078
	Iteration 60F: 3 clusters Score -1.984645e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -19846428.000000 Penalty: 5935.580078
	Iteration 61Q: 3 clusters Score -1.984643e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -19846472.000000 Penalty: 5935.580078
	Iteration 62Q: 3 clusters Score -1.984647e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 154338 members 
Entering Unmasked Estep 
Score: -19846478.000000 Penalty: 5935.580078
	Iteration 63Q: 3 clusters Score -1.984648e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -19846460.000000 Penalty: 5935.580078
	Iteration 64Q: 3 clusters Score -1.984646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -19846448.000000 Penalty: 5935.580078
	Iteration 65Q: 3 clusters Score -1.984645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -19846444.000000 Penalty: 5935.580078
	Iteration 66Q: 3 clusters Score -1.984644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -19846456.000000 Penalty: 5935.580078
	Iteration 67Q: 3 clusters Score -1.984646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -19846434.000000 Penalty: 5935.580078
	Iteration 68Q: 3 clusters Score -1.984643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -19846418.000000 Penalty: 5935.580078
	Iteration 69Q: 3 clusters Score -1.984642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -19846434.000000 Penalty: 5935.580078
	Iteration 70Q: 3 clusters Score -1.984643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -19846428.000000 Penalty: 5935.580078
	Iteration 71Q: 3 clusters Score -1.984643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -19846450.000000 Penalty: 5935.580078
	Iteration 72Q: 3 clusters Score -1.984645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -19846448.000000 Penalty: 5935.580078
	Iteration 73Q: 3 clusters Score -1.984645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -19846446.000000 Penalty: 5935.580078
	Iteration 74Q: 3 clusters Score -1.984645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -19846446.000000 Penalty: 5935.580078
	Iteration 75Q: 3 clusters Score -1.984645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -19846456.000000 Penalty: 5935.580078
	Iteration 76Q: 3 clusters Score -1.984646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -19846452.000000 Penalty: 5935.580078
	Iteration 77Q: 3 clusters Score -1.984645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -19846454.000000 Penalty: 5935.580078
	Iteration 78Q: 3 clusters Score -1.984645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -19846454.000000 Penalty: 5935.580078
	Iteration 79F: 3 clusters Score -1.984645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 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 148 members 
Entering Unmasked Estep 
Score: -27916.125000 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27916.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28048.630859 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28048.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28100.714844 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28100.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28154.751953 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28154.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28179.871094 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28179.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28200.761719 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28200.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28222.564453 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28222.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28243.941406 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28243.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -28254.017578 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28254.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28278.941406 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -28278.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28283.037109 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -28283.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28287.892578 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -28287.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28291.507812 Penalty: 2820.739746
	Iteration 12Q: 3 clusters Score -28291.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -28298.261719 Penalty: 2820.739746
	Iteration 13Q: 3 clusters Score -28298.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28314.453125 Penalty: 2820.739746
	Iteration 14Q: 3 clusters Score -28314.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28314.453125 Penalty: 2820.739746
	Iteration 15F: 3 clusters Score -28314.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Entering Unmasked Estep 
Score: -19650938.000000 Penalty: 2964.712158
	Iteration 0F: 2 clusters Score -1.965094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -19549318.000000 Penalty: 5929.424316
	Iteration 0F: 3 clusters Score -1.954932e+07 nChanged 74448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -19592592.000000 Penalty: 5929.424316
	Iteration 1F: 3 clusters Score -1.959259e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -19593566.000000 Penalty: 5929.424316
	Iteration 2Q: 3 clusters Score -1.959357e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -19594826.000000 Penalty: 5929.424316
	Iteration 3Q: 3 clusters Score -1.959483e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -19596116.000000 Penalty: 5929.424316
	Iteration 4Q: 3 clusters Score -1.959612e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -19598212.000000 Penalty: 5929.424316
	Iteration 5Q: 3 clusters Score -1.959821e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -19601058.000000 Penalty: 5929.424316
	Iteration 6Q: 3 clusters Score -1.960106e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -19605608.000000 Penalty: 5929.424316
	Iteration 7F: 3 clusters Score -1.960561e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -19611724.000000 Penalty: 5929.424316
	Iteration 8F: 3 clusters Score -1.961172e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -19619104.000000 Penalty: 5929.424316
	Iteration 9F: 3 clusters Score -1.96191e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -19624818.000000 Penalty: 5929.424316
	Iteration 10F: 3 clusters Score -1.962482e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 94155 members 
Entering Unmasked Estep 
Score: -19628060.000000 Penalty: 5929.424316
	Iteration 11Q: 3 clusters Score -1.962806e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -19629304.000000 Penalty: 5929.424316
	Iteration 12Q: 3 clusters Score -1.96293e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -19630222.000000 Penalty: 5929.424316
	Iteration 13Q: 3 clusters Score -1.963022e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -19631080.000000 Penalty: 5929.424316
	Iteration 14Q: 3 clusters Score -1.963108e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -19631962.000000 Penalty: 5929.424316
	Iteration 15Q: 3 clusters Score -1.963196e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -19632824.000000 Penalty: 5929.424316
	Iteration 16Q: 3 clusters Score -1.963282e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 107579 members 
Entering Unmasked Estep 
Score: -19633784.000000 Penalty: 5929.424316
	Iteration 17Q: 3 clusters Score -1.963378e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 110169 members 
Entering Unmasked Estep 
Score: -19634752.000000 Penalty: 5929.424316
	Iteration 18Q: 3 clusters Score -1.963475e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -19635796.000000 Penalty: 5929.424316
	Iteration 19Q: 3 clusters Score -1.96358e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -19636908.000000 Penalty: 5929.424316
	Iteration 20F: 3 clusters Score -1.963691e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -19638108.000000 Penalty: 5929.424316
	Iteration 21Q: 3 clusters Score -1.963811e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 120624 members 
Entering Unmasked Estep 
Score: -19639260.000000 Penalty: 5929.424316
	Iteration 22Q: 3 clusters Score -1.963926e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -19640208.000000 Penalty: 5929.424316
	Iteration 23Q: 3 clusters Score -1.964021e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -19641328.000000 Penalty: 5929.424316
	Iteration 24Q: 3 clusters Score -1.964133e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -19642350.000000 Penalty: 5929.424316
	Iteration 25Q: 3 clusters Score -1.964235e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -19643234.000000 Penalty: 5929.424316
	Iteration 26Q: 3 clusters Score -1.964323e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -19644174.000000 Penalty: 5929.424316
	Iteration 27Q: 3 clusters Score -1.964417e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -19644938.000000 Penalty: 5929.424316
	Iteration 28Q: 3 clusters Score -1.964494e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 136054 members 
Entering Unmasked Estep 
Score: -19645494.000000 Penalty: 5929.424316
	Iteration 29Q: 3 clusters Score -1.964549e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -19646106.000000 Penalty: 5929.424316
	Iteration 30Q: 3 clusters Score -1.964611e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 139359 members 
Entering Unmasked Estep 
Score: -19646664.000000 Penalty: 5929.424316
	Iteration 31Q: 3 clusters Score -1.964666e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 140783 members 
Entering Unmasked Estep 
Score: -19647208.000000 Penalty: 5929.424316
	Iteration 32Q: 3 clusters Score -1.964721e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -19647664.000000 Penalty: 5929.424316
	Iteration 33Q: 3 clusters Score -1.964766e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -19648120.000000 Penalty: 5929.424316
	Iteration 34Q: 3 clusters Score -1.964812e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -19648482.000000 Penalty: 5929.424316
	Iteration 35Q: 3 clusters Score -1.964848e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -19648850.000000 Penalty: 5929.424316
	Iteration 36Q: 3 clusters Score -1.964885e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -19649126.000000 Penalty: 5929.424316
	Iteration 37Q: 3 clusters Score -1.964913e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 147008 members 
Entering Unmasked Estep 
Score: -19649246.000000 Penalty: 5929.424316
	Iteration 38Q: 3 clusters Score -1.964925e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -19649314.000000 Penalty: 5929.424316
	Iteration 39Q: 3 clusters Score -1.964931e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 148215 members 
Entering Unmasked Estep 
Score: -19649294.000000 Penalty: 5929.424316
	Iteration 40F: 3 clusters Score -1.964929e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -19649374.000000 Penalty: 5929.424316
	Iteration 41Q: 3 clusters Score -1.964937e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 149174 members 
Entering Unmasked Estep 
Score: -19649478.000000 Penalty: 5929.424316
	Iteration 42Q: 3 clusters Score -1.964948e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -19649510.000000 Penalty: 5929.424316
	Iteration 43Q: 3 clusters Score -1.964951e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 149957 members 
Entering Unmasked Estep 
Score: -19649626.000000 Penalty: 5929.424316
	Iteration 44Q: 3 clusters Score -1.964963e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -19649652.000000 Penalty: 5929.424316
	Iteration 45Q: 3 clusters Score -1.964965e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 150564 members 
Entering Unmasked Estep 
Score: -19649650.000000 Penalty: 5929.424316
	Iteration 46Q: 3 clusters Score -1.964965e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -19649664.000000 Penalty: 5929.424316
	Iteration 47Q: 3 clusters Score -1.964966e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 151046 members 
Entering Unmasked Estep 
Score: -19649632.000000 Penalty: 5929.424316
	Iteration 48Q: 3 clusters Score -1.964963e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -19649626.000000 Penalty: 5929.424316
	Iteration 49Q: 3 clusters Score -1.964963e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -19649626.000000 Penalty: 5929.424316
	Iteration 50Q: 3 clusters Score -1.964963e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 151598 members 
Entering Unmasked Estep 
Score: -19649650.000000 Penalty: 5929.424316
	Iteration 51Q: 3 clusters Score -1.964965e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -19649628.000000 Penalty: 5929.424316
	Iteration 52Q: 3 clusters Score -1.964963e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -19649618.000000 Penalty: 5929.424316
	Iteration 53Q: 3 clusters Score -1.964962e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -19649602.000000 Penalty: 5929.424316
	Iteration 54Q: 3 clusters Score -1.96496e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -19649608.000000 Penalty: 5929.424316
	Iteration 55Q: 3 clusters Score -1.964961e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -19649620.000000 Penalty: 5929.424316
	Iteration 56Q: 3 clusters Score -1.964962e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 152239 members 
Entering Unmasked Estep 
Score: -19649594.000000 Penalty: 5929.424316
	Iteration 57Q: 3 clusters Score -1.964959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 152290 members 
Entering Unmasked Estep 
Score: -19649622.000000 Penalty: 5929.424316
	Iteration 58Q: 3 clusters Score -1.964962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -19649630.000000 Penalty: 5929.424316
	Iteration 59Q: 3 clusters Score -1.964963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -19649626.000000 Penalty: 5929.424316
	Iteration 60F: 3 clusters Score -1.964963e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -19649620.000000 Penalty: 5929.424316
	Iteration 61Q: 3 clusters Score -1.964962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -19649596.000000 Penalty: 5929.424316
	Iteration 62Q: 3 clusters Score -1.96496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 152450 members 
Entering Unmasked Estep 
Score: -19649604.000000 Penalty: 5929.424316
	Iteration 63Q: 3 clusters Score -1.96496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -19649596.000000 Penalty: 5929.424316
	Iteration 64Q: 3 clusters Score -1.96496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -19649586.000000 Penalty: 5929.424316
	Iteration 65Q: 3 clusters Score -1.964959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 152503 members 
Entering Unmasked Estep 
Score: -19649580.000000 Penalty: 5929.424316
	Iteration 66Q: 3 clusters Score -1.964958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -19649576.000000 Penalty: 5929.424316
	Iteration 67Q: 3 clusters Score -1.964958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -19649580.000000 Penalty: 5929.424316
	Iteration 68Q: 3 clusters Score -1.964958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 152574 members 
Entering Unmasked Estep 
Score: -19649592.000000 Penalty: 5929.424316
	Iteration 69Q: 3 clusters Score -1.964959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 152603 members 
Entering Unmasked Estep 
Score: -19649568.000000 Penalty: 5929.424316
	Iteration 70Q: 3 clusters Score -1.964957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -19649584.000000 Penalty: 5929.424316
	Iteration 71Q: 3 clusters Score -1.964958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -19649568.000000 Penalty: 5929.424316
	Iteration 72Q: 3 clusters Score -1.964957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -19649580.000000 Penalty: 5929.424316
	Iteration 73Q: 3 clusters Score -1.964958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -19649558.000000 Penalty: 5929.424316
	Iteration 74Q: 3 clusters Score -1.964956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 152703 members 
Entering Unmasked Estep 
Score: -19649564.000000 Penalty: 5929.424316
	Iteration 75Q: 3 clusters Score -1.964956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -19649588.000000 Penalty: 5929.424316
	Iteration 76Q: 3 clusters Score -1.964959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -19649574.000000 Penalty: 5929.424316
	Iteration 77Q: 3 clusters Score -1.964957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -19649578.000000 Penalty: 5929.424316
	Iteration 78Q: 3 clusters Score -1.964958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -19649580.000000 Penalty: 5929.424316
	Iteration 79Q: 3 clusters Score -1.964958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 152757 members 
Entering Unmasked Estep 
Score: -19649588.000000 Penalty: 5929.424316
	Iteration 80F: 3 clusters Score -1.964959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -19649580.000000 Penalty: 5929.424316
	Iteration 81Q: 3 clusters Score -1.964958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -19649570.000000 Penalty: 5929.424316
	Iteration 82Q: 3 clusters Score -1.964957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 152771 members 
Entering Unmasked Estep 
Score: -19649564.000000 Penalty: 5929.424316
	Iteration 83Q: 3 clusters Score -1.964956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -19649564.000000 Penalty: 5929.424316
	Iteration 84Q: 3 clusters Score -1.964956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -19649554.000000 Penalty: 5929.424316
	Iteration 85Q: 3 clusters Score -1.964955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -19649544.000000 Penalty: 5929.424316
	Iteration 86Q: 3 clusters Score -1.964954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -19649546.000000 Penalty: 5929.424316
	Iteration 87Q: 3 clusters Score -1.964955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -19649546.000000 Penalty: 5929.424316
	Iteration 88Q: 3 clusters Score -1.964955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -19649542.000000 Penalty: 5929.424316
	Iteration 89Q: 3 clusters Score -1.964954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -19649554.000000 Penalty: 5929.424316
	Iteration 90Q: 3 clusters Score -1.964955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -19649554.000000 Penalty: 5929.424316
	Iteration 91F: 3 clusters Score -1.964955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -763148.500000 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -763148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -757771.062500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -757771.1 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -759347.375000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -759347.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -759865.875000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -759865.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -760259.187500 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -760259.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -760563.312500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -760563.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -760849.312500 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -760849.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -761079.625000 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -761079.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -761248.250000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -761248.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -761375.187500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -761375.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -761474.750000 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -761474.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -761552.750000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -761552.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -761609.562500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -761609.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -761656.562500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -761656.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -761682.500000 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -761682.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -761709.437500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -761709.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -761733.125000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -761733.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -761749.000000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -761749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -761761.125000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -761761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -761775.625000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -761775.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -761789.750000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -761789.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -761804.062500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -761804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -761815.187500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -761815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -761821.312500 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -761821.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -761827.250000 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -761827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -761832.187500 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -761832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -761834.500000 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -761834.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -761842.437500 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -761842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -761846.125000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -761846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -761854.562500 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -761854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -761860.187500 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -761860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -761860.062500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -761860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -761862.000000 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -761862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -761864.500000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -761864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -761866.312500 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -761866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -761869.812500 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -761869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -761873.750000 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -761873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -761878.000000 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -761878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -761882.750000 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -761882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -761886.250000 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -761886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -761888.250000 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -761888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -761892.312500 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -761892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -761893.312500 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -761893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -761894.687500 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -761894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -761894.375000 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -761894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -761894.375000 Penalty: 4347.590332
	Iteration 44F: 3 clusters Score -761894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82771.632812 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82771.63 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83314.257812 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83314.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83911.273438 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83911.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84576.726562 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -84576.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84740.000000 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -84740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84811.531250 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -84811.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84853.281250 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84853.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84880.070312 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84880.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84898.640625 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -84898.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84911.203125 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -84911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -84925.007812 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -84925.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84938.562500 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -84938.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84947.140625 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -84947.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84954.664062 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -84954.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84957.484375 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -84957.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -84962.015625 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -84962.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -84970.273438 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -84970.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -84981.054688 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -84981.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85009.171875 Penalty: 3300.459473
	Iteration 18Q: 3 clusters Score -85009.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85036.757812 Penalty: 3300.459473
	Iteration 19Q: 3 clusters Score -85036.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -85098.960938 Penalty: 3300.459473
	Iteration 20F: 3 clusters Score -85098.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -85146.007812 Penalty: 3300.459473
	Iteration 21Q: 3 clusters Score -85146.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85161.054688 Penalty: 3300.459473
	Iteration 22Q: 3 clusters Score -85161.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85171.609375 Penalty: 3300.459473
	Iteration 23Q: 3 clusters Score -85171.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85177.007812 Penalty: 3300.459473
	Iteration 24Q: 3 clusters Score -85177.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85192.054688 Penalty: 3300.459473
	Iteration 25Q: 3 clusters Score -85192.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85193.281250 Penalty: 3300.459473
	Iteration 26Q: 3 clusters Score -85193.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85195.625000 Penalty: 3300.459473
	Iteration 27Q: 3 clusters Score -85195.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85195.625000 Penalty: 3300.459473
	Iteration 28F: 3 clusters Score -85195.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51345 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175916 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157455 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155513 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29830 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199041 members 
Mstep: Class 20 contains 219 members 
Entering Unmasked Estep 
Score: -105736840.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105737800.000000 to -105736840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27895.074219 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27895.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28114.726562 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28114.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28268.837891 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -28268.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28417.515625 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28417.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28540.310547 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28540.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28646.111328 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28646.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28722.974609 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28722.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28812.494141 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28812.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28934.392578 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -28934.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29049.597656 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -29049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29105.708984 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -29105.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29198.806641 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -29198.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29227.244141 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -29227.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29259.291016 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -29259.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29309.531250 Penalty: 2843.737305
	Iteration 14Q: 3 clusters Score -29309.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29345.335938 Penalty: 2843.737305
	Iteration 15Q: 3 clusters Score -29345.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29350.673828 Penalty: 2843.737305
	Iteration 16Q: 3 clusters Score -29350.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29350.673828 Penalty: 2843.737305
	Iteration 17F: 3 clusters Score -29350.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51345 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175916 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157455 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155513 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29830 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199041 members 
Mstep: Class 20 contains 133 members 
Entering Unmasked Estep 
Score: -105736016.000000 Penalty: 67759.281250
Splitting cluster 14 changes total score from -105737800.000000 to -105736016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -382582.281250 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -382582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -379312.125000 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -379312.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -379930.250000 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -379930.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380097.156250 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -380097.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -380201.125000 Penalty: 3971.654053
	Iteration 3F: 3 clusters Score -380201.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -380262.843750 Penalty: 3971.654053
	Iteration 4Q: 3 clusters Score -380262.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -380314.406250 Penalty: 3971.654053
	Iteration 5Q: 3 clusters Score -380314.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -380359.875000 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -380359.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -380388.250000 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -380388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -380407.718750 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -380407.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -380421.468750 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -380421.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -380432.125000 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -380432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -380441.718750 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -380441.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -380451.500000 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -380451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -380459.781250 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -380459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -380463.906250 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -380463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -380467.687500 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -380467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -380471.125000 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -380471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -380477.781250 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -380477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -380488.343750 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -380488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -380499.093750 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -380499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -380508.718750 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -380508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -380517.687500 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -380517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -380525.593750 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -380525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -380531.750000 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -380531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -380536.593750 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -380536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -380542.093750 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -380542.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380548.875000 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -380548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -380551.906250 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -380551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -380554.718750 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -380554.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -380570.437500 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -380570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -380581.656250 Penalty: 3971.654053
	Iteration 30Q: 3 clusters Score -380581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -380596.000000 Penalty: 3971.654053
	Iteration 31Q: 3 clusters Score -380596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -380610.125000 Penalty: 3971.654053
	Iteration 32Q: 3 clusters Score -380610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -380622.406250 Penalty: 3971.654053
	Iteration 33Q: 3 clusters Score -380622.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -380633.031250 Penalty: 3971.654053
	Iteration 34Q: 3 clusters Score -380633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -380641.312500 Penalty: 3971.654053
	Iteration 35Q: 3 clusters Score -380641.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -380648.937500 Penalty: 3971.654053
	Iteration 36Q: 3 clusters Score -380648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380652.000000 Penalty: 3971.654053
	Iteration 37Q: 3 clusters Score -380652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380654.687500 Penalty: 3971.654053
	Iteration 38Q: 3 clusters Score -380654.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -380659.062500 Penalty: 3971.654053
	Iteration 39Q: 3 clusters Score -380659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -380660.531250 Penalty: 3971.654053
	Iteration 40F: 3 clusters Score -380660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -380663.312500 Penalty: 3971.654053
	Iteration 41Q: 3 clusters Score -380663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -380665.093750 Penalty: 3971.654053
	Iteration 42Q: 3 clusters Score -380665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -380668.000000 Penalty: 3971.654053
	Iteration 43Q: 3 clusters Score -380668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -380670.156250 Penalty: 3971.654053
	Iteration 44Q: 3 clusters Score -380670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380671.656250 Penalty: 3971.654053
	Iteration 45Q: 3 clusters Score -380671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380671.968750 Penalty: 3971.654053
	Iteration 46Q: 3 clusters Score -380672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380673.406250 Penalty: 3971.654053
	Iteration 47Q: 3 clusters Score -380673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -380674.187500 Penalty: 3971.654053
	Iteration 48Q: 3 clusters Score -380674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -380674.187500 Penalty: 3971.654053
	Iteration 49F: 3 clusters Score -380674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 298 members 
Entering Unmasked Estep 
Score: -65974.101562 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65974.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66225.156250 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66225.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66353.460938 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66353.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66440.851562 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -66440.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66494.609375 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66494.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66563.039062 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66563.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66624.992188 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66624.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66660.382812 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66660.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66685.445312 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66685.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66713.937500 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -66713.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66754.437500 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -66754.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66770.460938 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -66770.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66785.789062 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -66785.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66819.132812 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -66819.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66850.679688 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -66850.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66868.343750 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -66868.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66880.859375 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -66880.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66883.507812 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -66883.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66883.507812 Penalty: 3176.993408
	Iteration 18F: 3 clusters Score -66883.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Entering Unmasked Estep 
Score: -3741322.500000 Penalty: 2555.210938
	Iteration 0F: 2 clusters Score -3741322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3720860.250000 Penalty: 5110.421875
	Iteration 0F: 3 clusters Score -3720860 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3728136.750000 Penalty: 5110.421875
	Iteration 1F: 3 clusters Score -3728137 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3728553.500000 Penalty: 5110.421875
	Iteration 2Q: 3 clusters Score -3728554 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3728841.500000 Penalty: 5110.421875
	Iteration 3Q: 3 clusters Score -3728842 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3729037.000000 Penalty: 5110.421875
	Iteration 4Q: 3 clusters Score -3729037 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3729211.000000 Penalty: 5110.421875
	Iteration 5Q: 3 clusters Score -3729211 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3729357.750000 Penalty: 5110.421875
	Iteration 6Q: 3 clusters Score -3729358 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3729463.750000 Penalty: 5110.421875
	Iteration 7Q: 3 clusters Score -3729464 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3729576.500000 Penalty: 5110.421875
	Iteration 8Q: 3 clusters Score -3729576 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3729681.000000 Penalty: 5110.421875
	Iteration 9Q: 3 clusters Score -3729681 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3729842.500000 Penalty: 5110.421875
	Iteration 10Q: 3 clusters Score -3729842 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3730034.000000 Penalty: 5110.421875
	Iteration 11Q: 3 clusters Score -3730034 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3730317.250000 Penalty: 5110.421875
	Iteration 12Q: 3 clusters Score -3730317 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3730703.750000 Penalty: 5110.421875
	Iteration 13Q: 3 clusters Score -3730704 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3731365.250000 Penalty: 5110.421875
	Iteration 14Q: 3 clusters Score -3731365 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3732259.250000 Penalty: 5110.421875
	Iteration 15Q: 3 clusters Score -3732259 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3733238.750000 Penalty: 5110.421875
	Iteration 16Q: 3 clusters Score -3733239 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3733973.500000 Penalty: 5110.421875
	Iteration 17Q: 3 clusters Score -3733974 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3734331.500000 Penalty: 5110.421875
	Iteration 18Q: 3 clusters Score -3734332 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3734573.750000 Penalty: 5110.421875
	Iteration 19Q: 3 clusters Score -3734574 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3734771.500000 Penalty: 5110.421875
	Iteration 20F: 3 clusters Score -3734772 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3734979.750000 Penalty: 5110.421875
	Iteration 21Q: 3 clusters Score -3734980 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3735185.500000 Penalty: 5110.421875
	Iteration 22Q: 3 clusters Score -3735186 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3735449.250000 Penalty: 5110.421875
	Iteration 23Q: 3 clusters Score -3735449 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3735771.500000 Penalty: 5110.421875
	Iteration 24Q: 3 clusters Score -3735772 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3736150.250000 Penalty: 5110.421875
	Iteration 25Q: 3 clusters Score -3736150 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3736604.750000 Penalty: 5110.421875
	Iteration 26Q: 3 clusters Score -3736605 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3737051.750000 Penalty: 5110.421875
	Iteration 27Q: 3 clusters Score -3737052 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3737507.500000 Penalty: 5110.421875
	Iteration 28Q: 3 clusters Score -3737508 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3737941.500000 Penalty: 5110.421875
	Iteration 29Q: 3 clusters Score -3737942 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3738338.000000 Penalty: 5110.421875
	Iteration 30Q: 3 clusters Score -3738338 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3738600.500000 Penalty: 5110.421875
	Iteration 31Q: 3 clusters Score -3738600 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3738782.250000 Penalty: 5110.421875
	Iteration 32Q: 3 clusters Score -3738782 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3738904.000000 Penalty: 5110.421875
	Iteration 33Q: 3 clusters Score -3738904 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3738958.250000 Penalty: 5110.421875
	Iteration 34Q: 3 clusters Score -3738958 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3739009.750000 Penalty: 5110.421875
	Iteration 35Q: 3 clusters Score -3739010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3739037.500000 Penalty: 5110.421875
	Iteration 36Q: 3 clusters Score -3739038 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3739053.000000 Penalty: 5110.421875
	Iteration 37Q: 3 clusters Score -3739053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3739057.000000 Penalty: 5110.421875
	Iteration 38Q: 3 clusters Score -3739057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3739056.000000 Penalty: 5110.421875
	Iteration 39Q: 3 clusters Score -3739056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3739104.500000 Penalty: 5110.421875
	Iteration 40F: 3 clusters Score -3739104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3739118.500000 Penalty: 5110.421875
	Iteration 41Q: 3 clusters Score -3739118 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3739130.250000 Penalty: 5110.421875
	Iteration 42Q: 3 clusters Score -3739130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3739134.000000 Penalty: 5110.421875
	Iteration 43Q: 3 clusters Score -3739134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3739147.250000 Penalty: 5110.421875
	Iteration 44Q: 3 clusters Score -3739147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3739147.750000 Penalty: 5110.421875
	Iteration 45Q: 3 clusters Score -3739148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3739142.750000 Penalty: 5110.421875
	Iteration 46Q: 3 clusters Score -3739143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3739146.000000 Penalty: 5110.421875
	Iteration 47Q: 3 clusters Score -3739146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3739142.500000 Penalty: 5110.421875
	Iteration 48Q: 3 clusters Score -3739142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3739150.250000 Penalty: 5110.421875
	Iteration 49Q: 3 clusters Score -3739150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3739151.000000 Penalty: 5110.421875
	Iteration 50Q: 3 clusters Score -3739151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3739145.750000 Penalty: 5110.421875
	Iteration 51Q: 3 clusters Score -3739146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3739157.500000 Penalty: 5110.421875
	Iteration 52Q: 3 clusters Score -3739158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3739147.250000 Penalty: 5110.421875
	Iteration 53Q: 3 clusters Score -3739147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3739150.750000 Penalty: 5110.421875
	Iteration 54Q: 3 clusters Score -3739151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3739151.500000 Penalty: 5110.421875
	Iteration 55Q: 3 clusters Score -3739152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3739158.250000 Penalty: 5110.421875
	Iteration 56Q: 3 clusters Score -3739158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3739154.750000 Penalty: 5110.421875
	Iteration 57Q: 3 clusters Score -3739155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3739152.500000 Penalty: 5110.421875
	Iteration 58Q: 3 clusters Score -3739152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3739152.750000 Penalty: 5110.421875
	Iteration 59Q: 3 clusters Score -3739153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3739150.500000 Penalty: 5110.421875
	Iteration 60F: 3 clusters Score -3739150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 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 192 members 
Entering Unmasked Estep 
Score: -41282.824219 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41282.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41412.093750 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41412.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41460.898438 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41487.500000 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41487.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41506.250000 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41506.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41515.246094 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -41515.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41515.246094 Penalty: 2923.623779
	Iteration 6F: 3 clusters Score -41515.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199041 members 
Entering Unmasked Estep 
Score: -24958464.000000 Penalty: 3025.914062
	Iteration 0F: 2 clusters Score -2.495846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -24833982.000000 Penalty: 6051.828125
	Iteration 0F: 3 clusters Score -2.483398e+07 nChanged 95545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -24889994.000000 Penalty: 6051.828125
	Iteration 1F: 3 clusters Score -2.488999e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -24890814.000000 Penalty: 6051.828125
	Iteration 2Q: 3 clusters Score -2.489081e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 111905 members 
Entering Unmasked Estep 
Score: -24892234.000000 Penalty: 6051.828125
	Iteration 3Q: 3 clusters Score -2.489223e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -24894988.000000 Penalty: 6051.828125
	Iteration 4Q: 3 clusters Score -2.489499e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -24901054.000000 Penalty: 6051.828125
	Iteration 5F: 3 clusters Score -2.490105e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -24912480.000000 Penalty: 6051.828125
	Iteration 6F: 3 clusters Score -2.491248e+07 nChanged 20059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -24930148.000000 Penalty: 6051.828125
	Iteration 7F: 3 clusters Score -2.493015e+07 nChanged 18494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -24945576.000000 Penalty: 6051.828125
	Iteration 8F: 3 clusters Score -2.494558e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 195241 members 
Entering Unmasked Estep 
Score: -24952936.000000 Penalty: 6051.828125
	Iteration 9F: 3 clusters Score -2.495294e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 198146 members 
Entering Unmasked Estep 
Score: -24954932.000000 Penalty: 6051.828125
	Iteration 10Q: 3 clusters Score -2.495493e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 198726 members 
Entering Unmasked Estep 
Score: -24955438.000000 Penalty: 6051.828125
	Iteration 11Q: 3 clusters Score -2.495544e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 198826 members 
Entering Unmasked Estep 
Score: -24955642.000000 Penalty: 6051.828125
	Iteration 12Q: 3 clusters Score -2.495564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198847 members 
Entering Unmasked Estep 
Score: -24955664.000000 Penalty: 6051.828125
	Iteration 13Q: 3 clusters Score -2.495566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198856 members 
Entering Unmasked Estep 
Score: -24955714.000000 Penalty: 6051.828125
	Iteration 14Q: 3 clusters Score -2.495571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -24955728.000000 Penalty: 6051.828125
	Iteration 15Q: 3 clusters Score -2.495573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198864 members 
Entering Unmasked Estep 
Score: -24955754.000000 Penalty: 6051.828125
	Iteration 16Q: 3 clusters Score -2.495575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198864 members 
Entering Unmasked Estep 
Score: -24955760.000000 Penalty: 6051.828125
	Iteration 17Q: 3 clusters Score -2.495576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -24955780.000000 Penalty: 6051.828125
	Iteration 18Q: 3 clusters Score -2.495578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198862 members 
Entering Unmasked Estep 
Score: -24955770.000000 Penalty: 6051.828125
	Iteration 19Q: 3 clusters Score -2.495577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -24955770.000000 Penalty: 6051.828125
	Iteration 20F: 3 clusters Score -2.495577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198862 members 
Entering Unmasked Estep 
Score: -24955772.000000 Penalty: 6051.828125
	Iteration 21Q: 3 clusters Score -2.495577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -24955778.000000 Penalty: 6051.828125
	Iteration 22Q: 3 clusters Score -2.495578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -24955778.000000 Penalty: 6051.828125
	Iteration 23F: 3 clusters Score -2.495578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51345 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175916 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157455 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155513 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29830 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 279Q: 20 clusters Score -1.057378e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51344 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69271 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175905 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157456 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155517 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29831 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737744.000000 Penalty: 64371.320312
Iteration 280F: 20 clusters Score -1.057377e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51342 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69272 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175889 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157453 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155520 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29834 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737720.000000 Penalty: 64371.320312
Iteration 281Q: 20 clusters Score -1.057377e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51344 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175870 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157450 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155524 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29834 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737728.000000 Penalty: 64371.320312
Iteration 282Q: 20 clusters Score -1.057377e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51341 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175868 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157454 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155518 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29836 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737752.000000 Penalty: 64371.320312
Iteration 283Q: 20 clusters Score -1.057378e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51339 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175862 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157459 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29836 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737792.000000 Penalty: 64371.320312
Iteration 284Q: 20 clusters Score -1.057378e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175862 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157457 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29836 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737768.000000 Penalty: 64371.320312
Iteration 285Q: 20 clusters Score -1.057378e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51330 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69275 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175860 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157454 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155525 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29837 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 286Q: 20 clusters Score -1.057378e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51329 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69274 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175859 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157453 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155524 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29837 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737784.000000 Penalty: 64371.320312
Iteration 287Q: 20 clusters Score -1.057378e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51324 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69273 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175857 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157454 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155521 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29837 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737824.000000 Penalty: 64371.320312
Iteration 288Q: 20 clusters Score -1.057378e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51324 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69273 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175853 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157458 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155520 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29838 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737824.000000 Penalty: 64371.320312
Iteration 289Q: 20 clusters Score -1.057378e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51319 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69272 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175851 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157459 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737824.000000 Penalty: 64371.320312
Iteration 290Q: 20 clusters Score -1.057378e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69271 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175850 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157457 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155518 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737736.000000 Penalty: 64371.320312
Iteration 291Q: 20 clusters Score -1.057377e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69271 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175846 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157455 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155523 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737792.000000 Penalty: 64371.320312
Iteration 292Q: 20 clusters Score -1.057378e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51316 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69271 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175838 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157456 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155529 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737784.000000 Penalty: 64371.320312
Iteration 293Q: 20 clusters Score -1.057378e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51315 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69270 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175831 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157458 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155534 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737824.000000 Penalty: 64371.320312
Iteration 294Q: 20 clusters Score -1.057378e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51315 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69270 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175832 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157454 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155535 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 295Q: 20 clusters Score -1.057378e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51314 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175833 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157451 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155536 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737776.000000 Penalty: 64371.320312
Iteration 296Q: 20 clusters Score -1.057378e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51313 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175838 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157441 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155537 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737840.000000 Penalty: 64371.320312
Iteration 297Q: 20 clusters Score -1.057378e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51313 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69269 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175837 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157440 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155538 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737888.000000 Penalty: 64371.320312
Iteration 298Q: 20 clusters Score -1.057379e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51311 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69267 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175838 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157433 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155540 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 299Q: 20 clusters Score -1.057378e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51311 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69267 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175843 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157426 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155544 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737816.000000 Penalty: 64371.320312
Iteration 300F: 20 clusters Score -1.057378e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51309 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69267 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175851 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157420 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155547 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737840.000000 Penalty: 64371.320312
Iteration 301Q: 20 clusters Score -1.057378e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69267 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175856 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157416 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155552 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29840 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737848.000000 Penalty: 64371.320312
Iteration 302Q: 20 clusters Score -1.057378e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69267 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175867 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157407 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155552 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737824.000000 Penalty: 64371.320312
Iteration 303Q: 20 clusters Score -1.057378e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51307 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175879 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157400 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155548 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29843 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737736.000000 Penalty: 64371.320312
Iteration 304Q: 20 clusters Score -1.057377e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69264 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175881 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157397 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155547 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29844 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737768.000000 Penalty: 64371.320312
Iteration 305Q: 20 clusters Score -1.057378e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51303 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69264 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175888 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157399 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155539 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29845 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737776.000000 Penalty: 64371.320312
Iteration 306Q: 20 clusters Score -1.057378e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51302 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69263 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175886 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157398 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155543 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29847 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737784.000000 Penalty: 64371.320312
Iteration 307Q: 20 clusters Score -1.057378e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51299 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175880 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157401 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155543 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29849 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 308Q: 20 clusters Score -1.057378e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51295 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175887 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157395 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155546 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29852 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737808.000000 Penalty: 64371.320312
Iteration 309Q: 20 clusters Score -1.057378e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51295 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69263 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175884 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157391 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155544 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737896.000000 Penalty: 64371.320312
Iteration 310Q: 20 clusters Score -1.057379e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51293 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69264 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175890 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157384 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155552 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29861 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737944.000000 Penalty: 64371.320312
Iteration 311Q: 20 clusters Score -1.057379e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51292 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175901 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157381 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29867 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737880.000000 Penalty: 64371.320312
Iteration 312Q: 20 clusters Score -1.057379e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51290 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175925 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157372 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155556 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29872 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737848.000000 Penalty: 64371.320312
Iteration 313Q: 20 clusters Score -1.057378e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51286 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175939 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157369 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155555 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29872 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737896.000000 Penalty: 64371.320312
Iteration 314Q: 20 clusters Score -1.057379e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51282 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69260 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175948 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157374 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29872 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737920.000000 Penalty: 64371.320312
Iteration 315Q: 20 clusters Score -1.057379e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51283 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69259 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175956 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157372 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29875 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737904.000000 Penalty: 64371.320312
Iteration 316Q: 20 clusters Score -1.057379e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51275 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175975 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157368 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155556 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29882 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737912.000000 Penalty: 64371.320312
Iteration 317Q: 20 clusters Score -1.057379e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51265 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175987 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157362 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29889 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 318Q: 20 clusters Score -1.057378e+08 nChanged 73
Entering ConstructFrom: 
Score: -105737760.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148393.375000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148393.4 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 625 members 
Entering Unmasked Estep 
Score: -146304.406250 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146304.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146620.562500 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146620.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -146719.531250 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146719.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -146814.812500 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -146814.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146871.484375 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -146871.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -146930.406250 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -146930.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147008.640625 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -147008.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147091.671875 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -147091.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -147166.343750 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -147166.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147220.375000 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -147220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -147249.703125 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -147249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -147282.312500 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -147282.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147319.156250 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -147319.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -147335.515625 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -147335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -147341.750000 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -147341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -147344.390625 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -147344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -147346.125000 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -147346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -147351.546875 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -147351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147360.781250 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -147360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147363.203125 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -147363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147366.000000 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -147366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -147367.046875 Penalty: 3532.141357
	Iteration 21Q: 3 clusters Score -147367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -147367.046875 Penalty: 3532.141357
	Iteration 22F: 3 clusters Score -147367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Entering Unmasked Estep 
Score: -6481565.000000 Penalty: 2689.477051
	Iteration 0F: 2 clusters Score -6481565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -6447170.000000 Penalty: 5378.954102
	Iteration 0F: 3 clusters Score -6447170 nChanged 23498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -6459986.000000 Penalty: 5378.954102
	Iteration 1F: 3 clusters Score -6459986 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -6460503.000000 Penalty: 5378.954102
	Iteration 2Q: 3 clusters Score -6460503 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6460977.500000 Penalty: 5378.954102
	Iteration 3Q: 3 clusters Score -6460978 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -6461596.000000 Penalty: 5378.954102
	Iteration 4Q: 3 clusters Score -6461596 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -6462411.000000 Penalty: 5378.954102
	Iteration 5Q: 3 clusters Score -6462411 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -6463687.000000 Penalty: 5378.954102
	Iteration 6Q: 3 clusters Score -6463687 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6465945.500000 Penalty: 5378.954102
	Iteration 7F: 3 clusters Score -6465946 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -6469361.500000 Penalty: 5378.954102
	Iteration 8F: 3 clusters Score -6469362 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -6473209.000000 Penalty: 5378.954102
	Iteration 9F: 3 clusters Score -6473209 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6476341.000000 Penalty: 5378.954102
	Iteration 10F: 3 clusters Score -6476341 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6477907.000000 Penalty: 5378.954102
	Iteration 11Q: 3 clusters Score -6477907 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6478592.500000 Penalty: 5378.954102
	Iteration 12Q: 3 clusters Score -6478592 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6478861.000000 Penalty: 5378.954102
	Iteration 13Q: 3 clusters Score -6478861 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6478994.500000 Penalty: 5378.954102
	Iteration 14Q: 3 clusters Score -6478994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6479092.500000 Penalty: 5378.954102
	Iteration 15Q: 3 clusters Score -6479092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6479140.500000 Penalty: 5378.954102
	Iteration 16Q: 3 clusters Score -6479140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6479165.500000 Penalty: 5378.954102
	Iteration 17Q: 3 clusters Score -6479166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6479184.500000 Penalty: 5378.954102
	Iteration 18Q: 3 clusters Score -6479184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6479198.000000 Penalty: 5378.954102
	Iteration 19Q: 3 clusters Score -6479198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6479198.000000 Penalty: 5378.954102
	Iteration 20F: 3 clusters Score -6479198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6479203.500000 Penalty: 5378.954102
	Iteration 21Q: 3 clusters Score -6479204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6479207.500000 Penalty: 5378.954102
	Iteration 22Q: 3 clusters Score -6479208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6479207.500000 Penalty: 5378.954102
	Iteration 23F: 3 clusters Score -6479208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -207272.031250 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -207272 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 862 members 
Entering Unmasked Estep 
Score: -204905.890625 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -204905.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205401.062500 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -205401.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -205599.625000 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -205599.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -205702.828125 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -205702.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205768.593750 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -205768.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -205797.203125 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -205797.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -205814.718750 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -205814.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -205825.609375 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -205825.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -205837.046875 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -205837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -205853.625000 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -205853.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -205863.593750 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -205863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -205867.546875 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -205867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -205872.031250 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -205872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -205872.906250 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -205872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -205873.875000 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -205873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -205876.515625 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -205876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -205878.828125 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -205878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -205880.015625 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -205880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205882.765625 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -205882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -205883.343750 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -205883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205884.125000 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -205884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205887.140625 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -205887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205888.734375 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -205888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -205891.546875 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -205891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -205893.312500 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -205893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -205895.390625 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -205895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -205896.140625 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -205896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -205896.140625 Penalty: 3716.132812
	Iteration 27F: 3 clusters Score -205896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -189512.046875 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -189512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -187189.531250 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -187189.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187549.140625 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -187549.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187651.328125 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -187651.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -187707.578125 Penalty: 3640.088623
	Iteration 3Q: 3 clusters Score -187707.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -187746.109375 Penalty: 3640.088623
	Iteration 4Q: 3 clusters Score -187746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187761.515625 Penalty: 3640.088623
	Iteration 5Q: 3 clusters Score -187761.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -187778.875000 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -187778.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187798.953125 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -187799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187807.125000 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -187807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -187815.703125 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -187815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -187818.156250 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -187818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187821.328125 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -187821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187824.656250 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -187824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187826.734375 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -187826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -187827.156250 Penalty: 3640.088623
	Iteration 14Q: 3 clusters Score -187827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -187827.156250 Penalty: 3640.088623
	Iteration 15F: 3 clusters Score -187827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Entering Unmasked Estep 
Score: -8440948.000000 Penalty: 2764.118164
	Iteration 0F: 2 clusters Score -8440948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -8394441.000000 Penalty: 5528.236328
	Iteration 0F: 3 clusters Score -8394441 nChanged 32442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -8412400.000000 Penalty: 5528.236328
	Iteration 1F: 3 clusters Score -8412400 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -8412908.000000 Penalty: 5528.236328
	Iteration 2Q: 3 clusters Score -8412908 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -8413523.000000 Penalty: 5528.236328
	Iteration 3Q: 3 clusters Score -8413523 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8414140.000000 Penalty: 5528.236328
	Iteration 4Q: 3 clusters Score -8414140 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -8415042.000000 Penalty: 5528.236328
	Iteration 5Q: 3 clusters Score -8415042 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8416455.000000 Penalty: 5528.236328
	Iteration 6Q: 3 clusters Score -8416455 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -8418546.000000 Penalty: 5528.236328
	Iteration 7F: 3 clusters Score -8418546 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -8421826.000000 Penalty: 5528.236328
	Iteration 8F: 3 clusters Score -8421826 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -8426097.000000 Penalty: 5528.236328
	Iteration 9F: 3 clusters Score -8426097 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -8430349.000000 Penalty: 5528.236328
	Iteration 10F: 3 clusters Score -8430349 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -8433740.000000 Penalty: 5528.236328
	Iteration 11F: 3 clusters Score -8433740 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8435939.000000 Penalty: 5528.236328
	Iteration 12Q: 3 clusters Score -8435939 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -8437254.000000 Penalty: 5528.236328
	Iteration 13Q: 3 clusters Score -8437254 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -8437850.000000 Penalty: 5528.236328
	Iteration 14Q: 3 clusters Score -8437850 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -8438129.000000 Penalty: 5528.236328
	Iteration 15Q: 3 clusters Score -8438129 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -8438294.000000 Penalty: 5528.236328
	Iteration 16Q: 3 clusters Score -8438294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -8438401.000000 Penalty: 5528.236328
	Iteration 17Q: 3 clusters Score -8438401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -8438475.000000 Penalty: 5528.236328
	Iteration 18Q: 3 clusters Score -8438475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8438499.000000 Penalty: 5528.236328
	Iteration 19Q: 3 clusters Score -8438499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -8438526.000000 Penalty: 5528.236328
	Iteration 20F: 3 clusters Score -8438526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -8438554.000000 Penalty: 5528.236328
	Iteration 21Q: 3 clusters Score -8438554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -8438566.000000 Penalty: 5528.236328
	Iteration 22Q: 3 clusters Score -8438566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -8438572.000000 Penalty: 5528.236328
	Iteration 23Q: 3 clusters Score -8438572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -8438582.000000 Penalty: 5528.236328
	Iteration 24Q: 3 clusters Score -8438582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -8438593.000000 Penalty: 5528.236328
	Iteration 25Q: 3 clusters Score -8438593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -8438602.000000 Penalty: 5528.236328
	Iteration 26Q: 3 clusters Score -8438602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -8438607.000000 Penalty: 5528.236328
	Iteration 27Q: 3 clusters Score -8438607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -8438609.000000 Penalty: 5528.236328
	Iteration 28Q: 3 clusters Score -8438609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -8438612.000000 Penalty: 5528.236328
	Iteration 29Q: 3 clusters Score -8438612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -8438609.000000 Penalty: 5528.236328
	Iteration 30Q: 3 clusters Score -8438609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -8438621.000000 Penalty: 5528.236328
	Iteration 31Q: 3 clusters Score -8438621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -8438616.000000 Penalty: 5528.236328
	Iteration 32Q: 3 clusters Score -8438616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -8438615.000000 Penalty: 5528.236328
	Iteration 33Q: 3 clusters Score -8438615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -8438615.000000 Penalty: 5528.236328
	Iteration 34F: 3 clusters Score -8438615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 327 members 
Entering Unmasked Estep 
Score: -67360.023438 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67360.02 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68019.828125 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -68019.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68485.750000 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68485.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68649.054688 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68649.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68700.492188 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -68700.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68746.656250 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -68746.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68802.937500 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -68802.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68856.617188 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -68856.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68942.507812 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -68942.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69050.187500 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -69050.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69264.132812 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -69264.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69323.968750 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -69323.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69354.132812 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -69354.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69360.343750 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -69360.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69367.656250 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -69367.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69373.007812 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -69373.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69380.195312 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -69380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69387.007812 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -69387.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69390.531250 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -69390.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69390.531250 Penalty: 3230.562256
	Iteration 19F: 3 clusters Score -69390.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51260 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 175999 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157364 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29896 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199024 members 
Mstep: Class 20 contains 226 members 
Entering Unmasked Estep 
Score: -105736448.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105737760.000000 to -105736448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (175999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Entering Unmasked Estep 
Score: -22053468.000000 Penalty: 2995.401855
	Iteration 0F: 2 clusters Score -2.205347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -21939444.000000 Penalty: 5990.803711
	Iteration 0F: 3 clusters Score -2.193944e+07 nChanged 84459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -21990414.000000 Penalty: 5990.803711
	Iteration 1F: 3 clusters Score -2.199041e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -21994228.000000 Penalty: 5990.803711
	Iteration 2Q: 3 clusters Score -2.199423e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -22001240.000000 Penalty: 5990.803711
	Iteration 3F: 3 clusters Score -2.200124e+07 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -22012102.000000 Penalty: 5990.803711
	Iteration 4F: 3 clusters Score -2.20121e+07 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 136060 members 
Entering Unmasked Estep 
Score: -22026366.000000 Penalty: 5990.803711
	Iteration 5F: 3 clusters Score -2.202637e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 146841 members 
Entering Unmasked Estep 
Score: -22039884.000000 Penalty: 5990.803711
	Iteration 6F: 3 clusters Score -2.203988e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 152547 members 
Entering Unmasked Estep 
Score: -22048264.000000 Penalty: 5990.803711
	Iteration 7Q: 3 clusters Score -2.204826e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -22050984.000000 Penalty: 5990.803711
	Iteration 8Q: 3 clusters Score -2.205098e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -22051798.000000 Penalty: 5990.803711
	Iteration 9Q: 3 clusters Score -2.20518e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 158406 members 
Entering Unmasked Estep 
Score: -22052214.000000 Penalty: 5990.803711
	Iteration 10Q: 3 clusters Score -2.205221e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -22052548.000000 Penalty: 5990.803711
	Iteration 11Q: 3 clusters Score -2.205255e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -22052722.000000 Penalty: 5990.803711
	Iteration 12Q: 3 clusters Score -2.205272e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -22052872.000000 Penalty: 5990.803711
	Iteration 13Q: 3 clusters Score -2.205287e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -22052892.000000 Penalty: 5990.803711
	Iteration 14Q: 3 clusters Score -2.205289e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 163638 members 
Entering Unmasked Estep 
Score: -22052952.000000 Penalty: 5990.803711
	Iteration 15Q: 3 clusters Score -2.205295e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -22052946.000000 Penalty: 5990.803711
	Iteration 16Q: 3 clusters Score -2.205295e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -22052978.000000 Penalty: 5990.803711
	Iteration 17Q: 3 clusters Score -2.205298e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 165721 members 
Entering Unmasked Estep 
Score: -22052988.000000 Penalty: 5990.803711
	Iteration 18Q: 3 clusters Score -2.205299e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 166253 members 
Entering Unmasked Estep 
Score: -22053044.000000 Penalty: 5990.803711
	Iteration 19Q: 3 clusters Score -2.205304e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -22052988.000000 Penalty: 5990.803711
	Iteration 20F: 3 clusters Score -2.205299e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -22053002.000000 Penalty: 5990.803711
	Iteration 21Q: 3 clusters Score -2.2053e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 167585 members 
Entering Unmasked Estep 
Score: -22052956.000000 Penalty: 5990.803711
	Iteration 22Q: 3 clusters Score -2.205296e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 167953 members 
Entering Unmasked Estep 
Score: -22052924.000000 Penalty: 5990.803711
	Iteration 23Q: 3 clusters Score -2.205292e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 168304 members 
Entering Unmasked Estep 
Score: -22052992.000000 Penalty: 5990.803711
	Iteration 24Q: 3 clusters Score -2.205299e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -22053004.000000 Penalty: 5990.803711
	Iteration 25Q: 3 clusters Score -2.2053e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -22053054.000000 Penalty: 5990.803711
	Iteration 26Q: 3 clusters Score -2.205305e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 169094 members 
Entering Unmasked Estep 
Score: -22052998.000000 Penalty: 5990.803711
	Iteration 27Q: 3 clusters Score -2.2053e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 169308 members 
Entering Unmasked Estep 
Score: -22053012.000000 Penalty: 5990.803711
	Iteration 28Q: 3 clusters Score -2.205301e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -22052948.000000 Penalty: 5990.803711
	Iteration 29Q: 3 clusters Score -2.205295e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 169661 members 
Entering Unmasked Estep 
Score: -22052962.000000 Penalty: 5990.803711
	Iteration 30Q: 3 clusters Score -2.205296e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 169827 members 
Entering Unmasked Estep 
Score: -22052918.000000 Penalty: 5990.803711
	Iteration 31Q: 3 clusters Score -2.205292e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 169984 members 
Entering Unmasked Estep 
Score: -22052952.000000 Penalty: 5990.803711
	Iteration 32Q: 3 clusters Score -2.205295e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 170141 members 
Entering Unmasked Estep 
Score: -22052926.000000 Penalty: 5990.803711
	Iteration 33Q: 3 clusters Score -2.205293e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -22052934.000000 Penalty: 5990.803711
	Iteration 34Q: 3 clusters Score -2.205293e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 170408 members 
Entering Unmasked Estep 
Score: -22052918.000000 Penalty: 5990.803711
	Iteration 35Q: 3 clusters Score -2.205292e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -22052908.000000 Penalty: 5990.803711
	Iteration 36Q: 3 clusters Score -2.205291e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -22052884.000000 Penalty: 5990.803711
	Iteration 37Q: 3 clusters Score -2.205288e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -22052884.000000 Penalty: 5990.803711
	Iteration 38Q: 3 clusters Score -2.205288e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -22052870.000000 Penalty: 5990.803711
	Iteration 39Q: 3 clusters Score -2.205287e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -22052868.000000 Penalty: 5990.803711
	Iteration 40F: 3 clusters Score -2.205287e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -22052852.000000 Penalty: 5990.803711
	Iteration 41Q: 3 clusters Score -2.205285e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 171046 members 
Entering Unmasked Estep 
Score: -22052884.000000 Penalty: 5990.803711
	Iteration 42Q: 3 clusters Score -2.205288e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -22052820.000000 Penalty: 5990.803711
	Iteration 43Q: 3 clusters Score -2.205282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -22052846.000000 Penalty: 5990.803711
	Iteration 44Q: 3 clusters Score -2.205285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 171177 members 
Entering Unmasked Estep 
Score: -22052850.000000 Penalty: 5990.803711
	Iteration 45Q: 3 clusters Score -2.205285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 171209 members 
Entering Unmasked Estep 
Score: -22052828.000000 Penalty: 5990.803711
	Iteration 46Q: 3 clusters Score -2.205283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -22052790.000000 Penalty: 5990.803711
	Iteration 47Q: 3 clusters Score -2.205279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -22052796.000000 Penalty: 5990.803711
	Iteration 48Q: 3 clusters Score -2.20528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 171304 members 
Entering Unmasked Estep 
Score: -22052780.000000 Penalty: 5990.803711
	Iteration 49Q: 3 clusters Score -2.205278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -22052754.000000 Penalty: 5990.803711
	Iteration 50Q: 3 clusters Score -2.205275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -22052758.000000 Penalty: 5990.803711
	Iteration 51Q: 3 clusters Score -2.205276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 171406 members 
Entering Unmasked Estep 
Score: -22052754.000000 Penalty: 5990.803711
	Iteration 52Q: 3 clusters Score -2.205275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -22052778.000000 Penalty: 5990.803711
	Iteration 53Q: 3 clusters Score -2.205278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -22052746.000000 Penalty: 5990.803711
	Iteration 54Q: 3 clusters Score -2.205275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 171470 members 
Entering Unmasked Estep 
Score: -22052774.000000 Penalty: 5990.803711
	Iteration 55Q: 3 clusters Score -2.205277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 171485 members 
Entering Unmasked Estep 
Score: -22052784.000000 Penalty: 5990.803711
	Iteration 56Q: 3 clusters Score -2.205278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 171498 members 
Entering Unmasked Estep 
Score: -22052816.000000 Penalty: 5990.803711
	Iteration 57Q: 3 clusters Score -2.205282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -22052810.000000 Penalty: 5990.803711
	Iteration 58Q: 3 clusters Score -2.205281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -22052808.000000 Penalty: 5990.803711
	Iteration 59Q: 3 clusters Score -2.205281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 171538 members 
Entering Unmasked Estep 
Score: -22052812.000000 Penalty: 5990.803711
	Iteration 60F: 3 clusters Score -2.205281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 171548 members 
Entering Unmasked Estep 
Score: -22052804.000000 Penalty: 5990.803711
	Iteration 61Q: 3 clusters Score -2.20528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -22052824.000000 Penalty: 5990.803711
	Iteration 62Q: 3 clusters Score -2.205282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -22052816.000000 Penalty: 5990.803711
	Iteration 63Q: 3 clusters Score -2.205282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -22052816.000000 Penalty: 5990.803711
	Iteration 64F: 3 clusters Score -2.205282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -186297.656250 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -186297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183984.218750 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -183984.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184387.062500 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -184387.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -184548.625000 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -184548.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -184689.718750 Penalty: 3651.557129
	Iteration 3F: 3 clusters Score -184689.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184839.812500 Penalty: 3651.557129
	Iteration 4F: 3 clusters Score -184839.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184969.328125 Penalty: 3651.557129
	Iteration 5F: 3 clusters Score -184969.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185092.187500 Penalty: 3651.557129
	Iteration 6F: 3 clusters Score -185092.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185209.484375 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -185209.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185319.750000 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -185319.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -185433.750000 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -185433.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -185530.890625 Penalty: 3651.557129
	Iteration 10Q: 3 clusters Score -185530.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -185616.671875 Penalty: 3651.557129
	Iteration 11Q: 3 clusters Score -185616.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185661.750000 Penalty: 3651.557129
	Iteration 12Q: 3 clusters Score -185661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185686.046875 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -185686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -185700.093750 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -185700.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -185723.562500 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -185723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -185747.515625 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -185747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185776.687500 Penalty: 3651.557129
	Iteration 17Q: 3 clusters Score -185776.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185813.750000 Penalty: 3651.557129
	Iteration 18Q: 3 clusters Score -185813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -185857.468750 Penalty: 3651.557129
	Iteration 19Q: 3 clusters Score -185857.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185894.359375 Penalty: 3651.557129
	Iteration 20F: 3 clusters Score -185894.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185933.437500 Penalty: 3651.557129
	Iteration 21Q: 3 clusters Score -185933.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -185970.296875 Penalty: 3651.557129
	Iteration 22Q: 3 clusters Score -185970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185984.468750 Penalty: 3651.557129
	Iteration 23Q: 3 clusters Score -185984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185989.031250 Penalty: 3651.557129
	Iteration 24Q: 3 clusters Score -185989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185991.265625 Penalty: 3651.557129
	Iteration 25Q: 3 clusters Score -185991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185994.375000 Penalty: 3651.557129
	Iteration 26Q: 3 clusters Score -185994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185997.187500 Penalty: 3651.557129
	Iteration 27Q: 3 clusters Score -185997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186001.750000 Penalty: 3651.557129
	Iteration 28Q: 3 clusters Score -186001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186002.875000 Penalty: 3651.557129
	Iteration 29Q: 3 clusters Score -186002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186002.875000 Penalty: 3651.557129
	Iteration 30F: 3 clusters Score -186002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157364 members 
Entering Unmasked Estep 
Score: -19836390.000000 Penalty: 2967.646729
	Iteration 0F: 2 clusters Score -1.983639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -19734014.000000 Penalty: 5935.293457
	Iteration 0F: 3 clusters Score -1.973401e+07 nChanged 75468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -19778522.000000 Penalty: 5935.293457
	Iteration 1F: 3 clusters Score -1.977852e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -19780032.000000 Penalty: 5935.293457
	Iteration 2Q: 3 clusters Score -1.978003e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -19782200.000000 Penalty: 5935.293457
	Iteration 3Q: 3 clusters Score -1.97822e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -19785994.000000 Penalty: 5935.293457
	Iteration 4F: 3 clusters Score -1.978599e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -19792214.000000 Penalty: 5935.293457
	Iteration 5F: 3 clusters Score -1.979221e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111464 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -19801110.000000 Penalty: 5935.293457
	Iteration 6F: 3 clusters Score -1.980111e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121477 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -19811848.000000 Penalty: 5935.293457
	Iteration 7F: 3 clusters Score -1.981185e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -19820248.000000 Penalty: 5935.293457
	Iteration 8F: 3 clusters Score -1.982025e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133723 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -19824946.000000 Penalty: 5935.293457
	Iteration 9Q: 3 clusters Score -1.982495e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136979 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -19827704.000000 Penalty: 5935.293457
	Iteration 10Q: 3 clusters Score -1.98277e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139602 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -19829494.000000 Penalty: 5935.293457
	Iteration 11Q: 3 clusters Score -1.982949e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -19830990.000000 Penalty: 5935.293457
	Iteration 12Q: 3 clusters Score -1.983099e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -19832184.000000 Penalty: 5935.293457
	Iteration 13Q: 3 clusters Score -1.983218e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -19833170.000000 Penalty: 5935.293457
	Iteration 14Q: 3 clusters Score -1.983317e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -19833764.000000 Penalty: 5935.293457
	Iteration 15Q: 3 clusters Score -1.983376e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -19834254.000000 Penalty: 5935.293457
	Iteration 16Q: 3 clusters Score -1.983425e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -19834506.000000 Penalty: 5935.293457
	Iteration 17Q: 3 clusters Score -1.983451e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -19834776.000000 Penalty: 5935.293457
	Iteration 18Q: 3 clusters Score -1.983478e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -19834942.000000 Penalty: 5935.293457
	Iteration 19Q: 3 clusters Score -1.983494e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -19834914.000000 Penalty: 5935.293457
	Iteration 20F: 3 clusters Score -1.983491e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -19834980.000000 Penalty: 5935.293457
	Iteration 21Q: 3 clusters Score -1.983498e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -19835016.000000 Penalty: 5935.293457
	Iteration 22Q: 3 clusters Score -1.983502e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -19835058.000000 Penalty: 5935.293457
	Iteration 23Q: 3 clusters Score -1.983506e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -19835056.000000 Penalty: 5935.293457
	Iteration 24Q: 3 clusters Score -1.983506e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -19835068.000000 Penalty: 5935.293457
	Iteration 25Q: 3 clusters Score -1.983507e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -19835096.000000 Penalty: 5935.293457
	Iteration 26Q: 3 clusters Score -1.98351e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19835168.000000 Penalty: 5935.293457
	Iteration 27Q: 3 clusters Score -1.983517e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -19835142.000000 Penalty: 5935.293457
	Iteration 28Q: 3 clusters Score -1.983514e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153583 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -19835130.000000 Penalty: 5935.293457
	Iteration 29Q: 3 clusters Score -1.983513e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153731 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -19835138.000000 Penalty: 5935.293457
	Iteration 30Q: 3 clusters Score -1.983514e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -19835152.000000 Penalty: 5935.293457
	Iteration 31Q: 3 clusters Score -1.983515e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -19835138.000000 Penalty: 5935.293457
	Iteration 32Q: 3 clusters Score -1.983514e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -19835134.000000 Penalty: 5935.293457
	Iteration 33Q: 3 clusters Score -1.983513e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -19835124.000000 Penalty: 5935.293457
	Iteration 34Q: 3 clusters Score -1.983512e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -19835084.000000 Penalty: 5935.293457
	Iteration 35Q: 3 clusters Score -1.983508e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -19835076.000000 Penalty: 5935.293457
	Iteration 36Q: 3 clusters Score -1.983508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -19835066.000000 Penalty: 5935.293457
	Iteration 37Q: 3 clusters Score -1.983507e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154507 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -19835078.000000 Penalty: 5935.293457
	Iteration 38Q: 3 clusters Score -1.983508e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154579 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -19835114.000000 Penalty: 5935.293457
	Iteration 39Q: 3 clusters Score -1.983511e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -19835142.000000 Penalty: 5935.293457
	Iteration 40F: 3 clusters Score -1.983514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -19835154.000000 Penalty: 5935.293457
	Iteration 41Q: 3 clusters Score -1.983515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19835128.000000 Penalty: 5935.293457
	Iteration 42Q: 3 clusters Score -1.983513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -19835120.000000 Penalty: 5935.293457
	Iteration 43Q: 3 clusters Score -1.983512e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -19835122.000000 Penalty: 5935.293457
	Iteration 44Q: 3 clusters Score -1.983512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19835084.000000 Penalty: 5935.293457
	Iteration 45Q: 3 clusters Score -1.983508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19835074.000000 Penalty: 5935.293457
	Iteration 46Q: 3 clusters Score -1.983507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19835062.000000 Penalty: 5935.293457
	Iteration 47Q: 3 clusters Score -1.983506e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -19835044.000000 Penalty: 5935.293457
	Iteration 48Q: 3 clusters Score -1.983504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19835070.000000 Penalty: 5935.293457
	Iteration 49Q: 3 clusters Score -1.983507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19835052.000000 Penalty: 5935.293457
	Iteration 50Q: 3 clusters Score -1.983505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155046 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19835050.000000 Penalty: 5935.293457
	Iteration 51Q: 3 clusters Score -1.983505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155053 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -19835058.000000 Penalty: 5935.293457
	Iteration 52Q: 3 clusters Score -1.983506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19835024.000000 Penalty: 5935.293457
	Iteration 53Q: 3 clusters Score -1.983502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -19835044.000000 Penalty: 5935.293457
	Iteration 54Q: 3 clusters Score -1.983504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19835036.000000 Penalty: 5935.293457
	Iteration 55Q: 3 clusters Score -1.983504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19835048.000000 Penalty: 5935.293457
	Iteration 56Q: 3 clusters Score -1.983505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -19835052.000000 Penalty: 5935.293457
	Iteration 57Q: 3 clusters Score -1.983505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -19835062.000000 Penalty: 5935.293457
	Iteration 58Q: 3 clusters Score -1.983506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19835058.000000 Penalty: 5935.293457
	Iteration 59Q: 3 clusters Score -1.983506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -19835072.000000 Penalty: 5935.293457
	Iteration 60F: 3 clusters Score -1.983507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19835080.000000 Penalty: 5935.293457
	Iteration 61Q: 3 clusters Score -1.983508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19835056.000000 Penalty: 5935.293457
	Iteration 62Q: 3 clusters Score -1.983506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19835044.000000 Penalty: 5935.293457
	Iteration 63Q: 3 clusters Score -1.983504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -19835042.000000 Penalty: 5935.293457
	Iteration 64Q: 3 clusters Score -1.983504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -19835028.000000 Penalty: 5935.293457
	Iteration 65Q: 3 clusters Score -1.983503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -19835024.000000 Penalty: 5935.293457
	Iteration 66Q: 3 clusters Score -1.983502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19835050.000000 Penalty: 5935.293457
	Iteration 67Q: 3 clusters Score -1.983505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19835032.000000 Penalty: 5935.293457
	Iteration 68Q: 3 clusters Score -1.983503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -19835032.000000 Penalty: 5935.293457
	Iteration 69Q: 3 clusters Score -1.983503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -19835026.000000 Penalty: 5935.293457
	Iteration 70Q: 3 clusters Score -1.983503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19835030.000000 Penalty: 5935.293457
	Iteration 71Q: 3 clusters Score -1.983503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19835028.000000 Penalty: 5935.293457
	Iteration 72Q: 3 clusters Score -1.983503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19835028.000000 Penalty: 5935.293457
	Iteration 73F: 3 clusters Score -1.983503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 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 149 members 
Entering Unmasked Estep 
Score: -27911.222656 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27911.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28087.230469 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28087.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28129.816406 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28129.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28174.240234 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28174.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28195.419922 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28195.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28198.902344 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28202.925781 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28202.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28202.925781 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -28202.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Entering Unmasked Estep 
Score: -19656998.000000 Penalty: 2964.785645
	Iteration 0F: 2 clusters Score -1.9657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -19555536.000000 Penalty: 5929.571289
	Iteration 0F: 3 clusters Score -1.955554e+07 nChanged 74425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -19598708.000000 Penalty: 5929.571289
	Iteration 1F: 3 clusters Score -1.959871e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -19600510.000000 Penalty: 5929.571289
	Iteration 2Q: 3 clusters Score -1.960051e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -19603498.000000 Penalty: 5929.571289
	Iteration 3Q: 3 clusters Score -1.96035e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -19608948.000000 Penalty: 5929.571289
	Iteration 4F: 3 clusters Score -1.960895e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 108032 members 
Entering Unmasked Estep 
Score: -19617776.000000 Penalty: 5929.571289
	Iteration 5F: 3 clusters Score -1.961778e+07 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -19629396.000000 Penalty: 5929.571289
	Iteration 6F: 3 clusters Score -1.96294e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 129547 members 
Entering Unmasked Estep 
Score: -19640988.000000 Penalty: 5929.571289
	Iteration 7F: 3 clusters Score -1.964099e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -19647852.000000 Penalty: 5929.571289
	Iteration 8Q: 3 clusters Score -1.964785e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -19651206.000000 Penalty: 5929.571289
	Iteration 9Q: 3 clusters Score -1.965121e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -19652716.000000 Penalty: 5929.571289
	Iteration 10Q: 3 clusters Score -1.965272e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 142296 members 
Entering Unmasked Estep 
Score: -19653428.000000 Penalty: 5929.571289
	Iteration 11Q: 3 clusters Score -1.965343e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -19654052.000000 Penalty: 5929.571289
	Iteration 12Q: 3 clusters Score -1.965405e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 144811 members 
Entering Unmasked Estep 
Score: -19654542.000000 Penalty: 5929.571289
	Iteration 13Q: 3 clusters Score -1.965454e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -19654926.000000 Penalty: 5929.571289
	Iteration 14Q: 3 clusters Score -1.965493e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 146718 members 
Entering Unmasked Estep 
Score: -19655130.000000 Penalty: 5929.571289
	Iteration 15Q: 3 clusters Score -1.965513e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 147464 members 
Entering Unmasked Estep 
Score: -19655256.000000 Penalty: 5929.571289
	Iteration 16Q: 3 clusters Score -1.965526e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 148122 members 
Entering Unmasked Estep 
Score: -19655398.000000 Penalty: 5929.571289
	Iteration 17Q: 3 clusters Score -1.96554e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 148687 members 
Entering Unmasked Estep 
Score: -19655538.000000 Penalty: 5929.571289
	Iteration 18Q: 3 clusters Score -1.965554e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -19655648.000000 Penalty: 5929.571289
	Iteration 19Q: 3 clusters Score -1.965565e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 149674 members 
Entering Unmasked Estep 
Score: -19655626.000000 Penalty: 5929.571289
	Iteration 20F: 3 clusters Score -1.965563e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -19655686.000000 Penalty: 5929.571289
	Iteration 21Q: 3 clusters Score -1.965569e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 150440 members 
Entering Unmasked Estep 
Score: -19655758.000000 Penalty: 5929.571289
	Iteration 22Q: 3 clusters Score -1.965576e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -19655718.000000 Penalty: 5929.571289
	Iteration 23Q: 3 clusters Score -1.965572e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -19655728.000000 Penalty: 5929.571289
	Iteration 24Q: 3 clusters Score -1.965573e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -19655684.000000 Penalty: 5929.571289
	Iteration 25Q: 3 clusters Score -1.965568e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 151495 members 
Entering Unmasked Estep 
Score: -19655706.000000 Penalty: 5929.571289
	Iteration 26Q: 3 clusters Score -1.965571e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 151681 members 
Entering Unmasked Estep 
Score: -19655696.000000 Penalty: 5929.571289
	Iteration 27Q: 3 clusters Score -1.96557e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 151821 members 
Entering Unmasked Estep 
Score: -19655694.000000 Penalty: 5929.571289
	Iteration 28Q: 3 clusters Score -1.965569e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 151938 members 
Entering Unmasked Estep 
Score: -19655702.000000 Penalty: 5929.571289
	Iteration 29Q: 3 clusters Score -1.96557e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -19655694.000000 Penalty: 5929.571289
	Iteration 30Q: 3 clusters Score -1.965569e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 152073 members 
Entering Unmasked Estep 
Score: -19655720.000000 Penalty: 5929.571289
	Iteration 31Q: 3 clusters Score -1.965572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 152121 members 
Entering Unmasked Estep 
Score: -19655748.000000 Penalty: 5929.571289
	Iteration 32Q: 3 clusters Score -1.965575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -19655706.000000 Penalty: 5929.571289
	Iteration 33Q: 3 clusters Score -1.965571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 152192 members 
Entering Unmasked Estep 
Score: -19655696.000000 Penalty: 5929.571289
	Iteration 34Q: 3 clusters Score -1.96557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 152215 members 
Entering Unmasked Estep 
Score: -19655714.000000 Penalty: 5929.571289
	Iteration 35Q: 3 clusters Score -1.965571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 152239 members 
Entering Unmasked Estep 
Score: -19655688.000000 Penalty: 5929.571289
	Iteration 36Q: 3 clusters Score -1.965569e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -19655718.000000 Penalty: 5929.571289
	Iteration 37Q: 3 clusters Score -1.965572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 152295 members 
Entering Unmasked Estep 
Score: -19655714.000000 Penalty: 5929.571289
	Iteration 38Q: 3 clusters Score -1.965571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 152323 members 
Entering Unmasked Estep 
Score: -19655702.000000 Penalty: 5929.571289
	Iteration 39Q: 3 clusters Score -1.96557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 152359 members 
Entering Unmasked Estep 
Score: -19655672.000000 Penalty: 5929.571289
	Iteration 40F: 3 clusters Score -1.965567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 152388 members 
Entering Unmasked Estep 
Score: -19655658.000000 Penalty: 5929.571289
	Iteration 41Q: 3 clusters Score -1.965566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -19655646.000000 Penalty: 5929.571289
	Iteration 42Q: 3 clusters Score -1.965565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -19655642.000000 Penalty: 5929.571289
	Iteration 43Q: 3 clusters Score -1.965564e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -19655636.000000 Penalty: 5929.571289
	Iteration 44Q: 3 clusters Score -1.965564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -19655688.000000 Penalty: 5929.571289
	Iteration 45Q: 3 clusters Score -1.965569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 152546 members 
Entering Unmasked Estep 
Score: -19655680.000000 Penalty: 5929.571289
	Iteration 46Q: 3 clusters Score -1.965568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -19655682.000000 Penalty: 5929.571289
	Iteration 47Q: 3 clusters Score -1.965568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -19655654.000000 Penalty: 5929.571289
	Iteration 48Q: 3 clusters Score -1.965565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -19655652.000000 Penalty: 5929.571289
	Iteration 49Q: 3 clusters Score -1.965565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -19655672.000000 Penalty: 5929.571289
	Iteration 50Q: 3 clusters Score -1.965567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -19655658.000000 Penalty: 5929.571289
	Iteration 51Q: 3 clusters Score -1.965566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -19655646.000000 Penalty: 5929.571289
	Iteration 52Q: 3 clusters Score -1.965565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 152728 members 
Entering Unmasked Estep 
Score: -19655646.000000 Penalty: 5929.571289
	Iteration 53Q: 3 clusters Score -1.965565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 152747 members 
Entering Unmasked Estep 
Score: -19655650.000000 Penalty: 5929.571289
	Iteration 54Q: 3 clusters Score -1.965565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -19655640.000000 Penalty: 5929.571289
	Iteration 55Q: 3 clusters Score -1.965564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -19655630.000000 Penalty: 5929.571289
	Iteration 56Q: 3 clusters Score -1.965563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -19655642.000000 Penalty: 5929.571289
	Iteration 57Q: 3 clusters Score -1.965564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -19655636.000000 Penalty: 5929.571289
	Iteration 58Q: 3 clusters Score -1.965564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 152823 members 
Entering Unmasked Estep 
Score: -19655656.000000 Penalty: 5929.571289
	Iteration 59Q: 3 clusters Score -1.965566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -19655656.000000 Penalty: 5929.571289
	Iteration 60F: 3 clusters Score -1.965566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 152829 members 
Entering Unmasked Estep 
Score: -19655666.000000 Penalty: 5929.571289
	Iteration 61Q: 3 clusters Score -1.965567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -19655682.000000 Penalty: 5929.571289
	Iteration 62Q: 3 clusters Score -1.965568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 152837 members 
Entering Unmasked Estep 
Score: -19655678.000000 Penalty: 5929.571289
	Iteration 63Q: 3 clusters Score -1.965568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -19655674.000000 Penalty: 5929.571289
	Iteration 64Q: 3 clusters Score -1.965567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 152847 members 
Entering Unmasked Estep 
Score: -19655678.000000 Penalty: 5929.571289
	Iteration 65Q: 3 clusters Score -1.965568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 152853 members 
Entering Unmasked Estep 
Score: -19655672.000000 Penalty: 5929.571289
	Iteration 66Q: 3 clusters Score -1.965567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -19655652.000000 Penalty: 5929.571289
	Iteration 67Q: 3 clusters Score -1.965565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -19655642.000000 Penalty: 5929.571289
	Iteration 68Q: 3 clusters Score -1.965564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 152886 members 
Entering Unmasked Estep 
Score: -19655658.000000 Penalty: 5929.571289
	Iteration 69Q: 3 clusters Score -1.965566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -19655660.000000 Penalty: 5929.571289
	Iteration 70Q: 3 clusters Score -1.965566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -19655666.000000 Penalty: 5929.571289
	Iteration 71Q: 3 clusters Score -1.965567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -19655662.000000 Penalty: 5929.571289
	Iteration 72Q: 3 clusters Score -1.965566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -19655658.000000 Penalty: 5929.571289
	Iteration 73Q: 3 clusters Score -1.965566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -19655660.000000 Penalty: 5929.571289
	Iteration 74Q: 3 clusters Score -1.965566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -19655656.000000 Penalty: 5929.571289
	Iteration 75Q: 3 clusters Score -1.965566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -19655646.000000 Penalty: 5929.571289
	Iteration 76Q: 3 clusters Score -1.965565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -19655662.000000 Penalty: 5929.571289
	Iteration 77Q: 3 clusters Score -1.965566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 152956 members 
Entering Unmasked Estep 
Score: -19655650.000000 Penalty: 5929.571289
	Iteration 78Q: 3 clusters Score -1.965565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -19655638.000000 Penalty: 5929.571289
	Iteration 79Q: 3 clusters Score -1.965564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -19655628.000000 Penalty: 5929.571289
	Iteration 80F: 3 clusters Score -1.965563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -19655638.000000 Penalty: 5929.571289
	Iteration 81Q: 3 clusters Score -1.965564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -19655630.000000 Penalty: 5929.571289
	Iteration 82Q: 3 clusters Score -1.965563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -19655622.000000 Penalty: 5929.571289
	Iteration 83Q: 3 clusters Score -1.965562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -19655632.000000 Penalty: 5929.571289
	Iteration 84Q: 3 clusters Score -1.965563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -19655654.000000 Penalty: 5929.571289
	Iteration 85Q: 3 clusters Score -1.965565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -19655658.000000 Penalty: 5929.571289
	Iteration 86Q: 3 clusters Score -1.965566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -19655656.000000 Penalty: 5929.571289
	Iteration 87Q: 3 clusters Score -1.965566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -19655638.000000 Penalty: 5929.571289
	Iteration 88Q: 3 clusters Score -1.965564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -19655618.000000 Penalty: 5929.571289
	Iteration 89Q: 3 clusters Score -1.965562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -19655620.000000 Penalty: 5929.571289
	Iteration 90Q: 3 clusters Score -1.965562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -19655606.000000 Penalty: 5929.571289
	Iteration 91Q: 3 clusters Score -1.965561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -19655608.000000 Penalty: 5929.571289
	Iteration 92Q: 3 clusters Score -1.965561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -19655610.000000 Penalty: 5929.571289
	Iteration 93Q: 3 clusters Score -1.965561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -19655596.000000 Penalty: 5929.571289
	Iteration 94Q: 3 clusters Score -1.96556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 153060 members 
Entering Unmasked Estep 
Score: -19655620.000000 Penalty: 5929.571289
	Iteration 95Q: 3 clusters Score -1.965562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 153060 members 
Entering Unmasked Estep 
Score: -19655618.000000 Penalty: 5929.571289
	Iteration 96Q: 3 clusters Score -1.965562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 153060 members 
Entering Unmasked Estep 
Score: -19655618.000000 Penalty: 5929.571289
	Iteration 97F: 3 clusters Score -1.965562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -763148.500000 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -763148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -757735.937500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -757735.9 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -759365.375000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -759365.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -759796.875000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -759796.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -760198.062500 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -760198.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -760508.562500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -760508.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -760764.375000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -760764.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -760977.812500 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -760977.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -761131.187500 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -761131.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -761239.125000 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -761239.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -761318.187500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -761318.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -761385.125000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -761385.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -761454.625000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -761454.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -761509.062500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -761509.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -761550.625000 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -761550.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -761582.062500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -761582.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -761614.812500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -761614.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -761639.625000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -761639.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -761662.125000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -761662.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -761680.750000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -761680.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -761695.937500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -761695.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -761708.437500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -761708.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -761716.375000 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -761716.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -761724.875000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -761724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -761728.375000 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -761728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -761733.062500 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -761733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -761737.937500 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -761737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -761741.625000 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -761741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -761745.687500 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -761745.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -761749.125000 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -761749.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -761752.812500 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -761752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -761755.437500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -761755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -761758.375000 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -761758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -761761.000000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -761761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -761759.937500 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -761759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -761761.875000 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -761761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -761761.125000 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -761761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -761762.937500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -761762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -761764.500000 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -761764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -761765.687500 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -761765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -761768.812500 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -761768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -761768.562500 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -761768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -761769.062500 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -761769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -761769.062500 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -761769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -761769.437500 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -761769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -761770.625000 Penalty: 4347.590332
	Iteration 44Q: 3 clusters Score -761770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -761772.562500 Penalty: 4347.590332
	Iteration 45Q: 3 clusters Score -761772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -761774.250000 Penalty: 4347.590332
	Iteration 46Q: 3 clusters Score -761774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -761772.937500 Penalty: 4347.590332
	Iteration 47Q: 3 clusters Score -761772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -761774.687500 Penalty: 4347.590332
	Iteration 48Q: 3 clusters Score -761774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -761777.500000 Penalty: 4347.590332
	Iteration 49Q: 3 clusters Score -761777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -761782.000000 Penalty: 4347.590332
	Iteration 50Q: 3 clusters Score -761782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -761782.375000 Penalty: 4347.590332
	Iteration 51Q: 3 clusters Score -761782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -761784.437500 Penalty: 4347.590332
	Iteration 52Q: 3 clusters Score -761784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -761786.437500 Penalty: 4347.590332
	Iteration 53Q: 3 clusters Score -761786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -761789.250000 Penalty: 4347.590332
	Iteration 54Q: 3 clusters Score -761789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -761790.125000 Penalty: 4347.590332
	Iteration 55Q: 3 clusters Score -761790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -761792.250000 Penalty: 4347.590332
	Iteration 56Q: 3 clusters Score -761792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -761792.687500 Penalty: 4347.590332
	Iteration 57Q: 3 clusters Score -761792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -761798.062500 Penalty: 4347.590332
	Iteration 58Q: 3 clusters Score -761798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -761799.750000 Penalty: 4347.590332
	Iteration 59Q: 3 clusters Score -761799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -761800.562500 Penalty: 4347.590332
	Iteration 60F: 3 clusters Score -761800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -761803.187500 Penalty: 4347.590332
	Iteration 61Q: 3 clusters Score -761803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -761803.187500 Penalty: 4347.590332
	Iteration 62Q: 3 clusters Score -761803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -761803.062500 Penalty: 4347.590332
	Iteration 63Q: 3 clusters Score -761803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -761804.687500 Penalty: 4347.590332
	Iteration 64Q: 3 clusters Score -761804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -761805.062500 Penalty: 4347.590332
	Iteration 65Q: 3 clusters Score -761805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -761807.812500 Penalty: 4347.590332
	Iteration 66Q: 3 clusters Score -761807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -761810.187500 Penalty: 4347.590332
	Iteration 67Q: 3 clusters Score -761810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -761809.875000 Penalty: 4347.590332
	Iteration 68Q: 3 clusters Score -761809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -761810.187500 Penalty: 4347.590332
	Iteration 69Q: 3 clusters Score -761810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -761810.750000 Penalty: 4347.590332
	Iteration 70Q: 3 clusters Score -761810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -761811.000000 Penalty: 4347.590332
	Iteration 71Q: 3 clusters Score -761811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -761811.000000 Penalty: 4347.590332
	Iteration 72F: 3 clusters Score -761811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82762.734375 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82762.73 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83116.843750 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83116.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83302.703125 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83302.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83693.960938 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -83693.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84340.265625 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -84340.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84549.171875 Penalty: 3300.459473
	Iteration 5F: 3 clusters Score -84549.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84691.046875 Penalty: 3300.459473
	Iteration 6F: 3 clusters Score -84691.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -84784.117188 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84784.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -84847.437500 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -84847.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84908.242188 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -84908.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84939.617188 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -84939.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84942.937500 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -84942.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84942.937500 Penalty: 3300.459473
	Iteration 12F: 3 clusters Score -84942.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51260 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175999 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157364 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29896 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199024 members 
Mstep: Class 20 contains 613 members 
Entering Unmasked Estep 
Score: -105736440.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105737760.000000 to -105736440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 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 152 members 
Entering Unmasked Estep 
Score: -27916.361328 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27916.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28111.816406 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28111.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28309.904297 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -28309.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28455.296875 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28527.574219 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28527.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28572.785156 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28572.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28611.115234 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28611.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28707.193359 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28707.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28817.380859 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -28817.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28907.333984 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -28907.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28924.185547 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -28924.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28945.697266 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -28945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28956.900391 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -28956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28967.222656 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -28967.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28967.250000 Penalty: 2843.737305
	Iteration 14F: 3 clusters Score -28967.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28974.705078 Penalty: 2843.737305
	Iteration 15Q: 3 clusters Score -28974.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28974.705078 Penalty: 2843.737305
	Iteration 16F: 3 clusters Score -28974.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -383027.000000 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -383027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -379737.906250 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -379737.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380338.437500 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -380338.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -380499.781250 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -380499.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -380593.062500 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -380593.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -380646.093750 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -380646.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -380689.156250 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -380689.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -380718.875000 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -380718.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -380736.312500 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -380736.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -380754.406250 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -380754.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -380769.562500 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -380769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -380781.843750 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -380781.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -380794.312500 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -380794.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380804.343750 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -380804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -380809.937500 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -380809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380816.187500 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -380816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -380821.031250 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -380821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -380827.687500 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -380827.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -380837.281250 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -380837.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -380842.906250 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -380842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -380848.343750 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -380848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380851.250000 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -380851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380852.093750 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -380852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380853.000000 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -380853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380852.781250 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -380852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380852.781250 Penalty: 3972.314453
	Iteration 24F: 3 clusters Score -380852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 312 members 
Entering Unmasked Estep 
Score: -65956.484375 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65956.48 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66232.945312 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66232.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66347.218750 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66347.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66440.679688 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -66440.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66500.742188 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66500.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66541.164062 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66541.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66561.953125 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66561.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66574.664062 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66574.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66587.593750 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66587.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66587.593750 Penalty: 3176.993408
	Iteration 9F: 3 clusters Score -66587.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Entering Unmasked Estep 
Score: -3749632.250000 Penalty: 2555.759033
	Iteration 0F: 2 clusters Score -3749632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3729215.250000 Penalty: 5111.518066
	Iteration 0F: 3 clusters Score -3729215 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3736309.250000 Penalty: 5111.518066
	Iteration 1F: 3 clusters Score -3736309 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3736682.750000 Penalty: 5111.518066
	Iteration 2Q: 3 clusters Score -3736683 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3736982.250000 Penalty: 5111.518066
	Iteration 3Q: 3 clusters Score -3736982 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3737212.750000 Penalty: 5111.518066
	Iteration 4Q: 3 clusters Score -3737213 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3737495.250000 Penalty: 5111.518066
	Iteration 5Q: 3 clusters Score -3737495 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3737821.000000 Penalty: 5111.518066
	Iteration 6Q: 3 clusters Score -3737821 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3738257.500000 Penalty: 5111.518066
	Iteration 7Q: 3 clusters Score -3738258 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3738812.000000 Penalty: 5111.518066
	Iteration 8Q: 3 clusters Score -3738812 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3739655.000000 Penalty: 5111.518066
	Iteration 9Q: 3 clusters Score -3739655 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3741006.500000 Penalty: 5111.518066
	Iteration 10F: 3 clusters Score -3741006 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3742966.250000 Penalty: 5111.518066
	Iteration 11F: 3 clusters Score -3742966 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3745184.250000 Penalty: 5111.518066
	Iteration 12F: 3 clusters Score -3745184 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3746473.500000 Penalty: 5111.518066
	Iteration 13F: 3 clusters Score -3746474 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3747001.750000 Penalty: 5111.518066
	Iteration 14Q: 3 clusters Score -3747002 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3747226.500000 Penalty: 5111.518066
	Iteration 15Q: 3 clusters Score -3747226 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3747336.250000 Penalty: 5111.518066
	Iteration 16Q: 3 clusters Score -3747336 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3747427.000000 Penalty: 5111.518066
	Iteration 17Q: 3 clusters Score -3747427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3747451.250000 Penalty: 5111.518066
	Iteration 18Q: 3 clusters Score -3747451 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3747465.000000 Penalty: 5111.518066
	Iteration 19Q: 3 clusters Score -3747465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3747484.000000 Penalty: 5111.518066
	Iteration 20F: 3 clusters Score -3747484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3747491.000000 Penalty: 5111.518066
	Iteration 21Q: 3 clusters Score -3747491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3747490.250000 Penalty: 5111.518066
	Iteration 22Q: 3 clusters Score -3747490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3747490.250000 Penalty: 5111.518066
	Iteration 23Q: 3 clusters Score -3747490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3747493.750000 Penalty: 5111.518066
	Iteration 24Q: 3 clusters Score -3747494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3747498.750000 Penalty: 5111.518066
	Iteration 25Q: 3 clusters Score -3747499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3747502.750000 Penalty: 5111.518066
	Iteration 26Q: 3 clusters Score -3747503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3747505.000000 Penalty: 5111.518066
	Iteration 27Q: 3 clusters Score -3747505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3747502.250000 Penalty: 5111.518066
	Iteration 28Q: 3 clusters Score -3747502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3747504.000000 Penalty: 5111.518066
	Iteration 29Q: 3 clusters Score -3747504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3747498.250000 Penalty: 5111.518066
	Iteration 30Q: 3 clusters Score -3747498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3747499.500000 Penalty: 5111.518066
	Iteration 31Q: 3 clusters Score -3747500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3747500.000000 Penalty: 5111.518066
	Iteration 32Q: 3 clusters Score -3747500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3747502.000000 Penalty: 5111.518066
	Iteration 33Q: 3 clusters Score -3747502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3747506.250000 Penalty: 5111.518066
	Iteration 34Q: 3 clusters Score -3747506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3747502.250000 Penalty: 5111.518066
	Iteration 35Q: 3 clusters Score -3747502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3747503.500000 Penalty: 5111.518066
	Iteration 36Q: 3 clusters Score -3747504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3747507.000000 Penalty: 5111.518066
	Iteration 37Q: 3 clusters Score -3747507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3747507.250000 Penalty: 5111.518066
	Iteration 38Q: 3 clusters Score -3747507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3747508.250000 Penalty: 5111.518066
	Iteration 39Q: 3 clusters Score -3747508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3747508.250000 Penalty: 5111.518066
	Iteration 40F: 3 clusters Score -3747508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3747509.500000 Penalty: 5111.518066
	Iteration 41Q: 3 clusters Score -3747510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3747502.500000 Penalty: 5111.518066
	Iteration 42Q: 3 clusters Score -3747502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3747504.500000 Penalty: 5111.518066
	Iteration 43Q: 3 clusters Score -3747504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3747504.250000 Penalty: 5111.518066
	Iteration 44Q: 3 clusters Score -3747504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3747505.250000 Penalty: 5111.518066
	Iteration 45Q: 3 clusters Score -3747505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3747505.500000 Penalty: 5111.518066
	Iteration 46Q: 3 clusters Score -3747506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3747509.250000 Penalty: 5111.518066
	Iteration 47Q: 3 clusters Score -3747509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3747507.250000 Penalty: 5111.518066
	Iteration 48Q: 3 clusters Score -3747507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3747506.500000 Penalty: 5111.518066
	Iteration 49Q: 3 clusters Score -3747506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3747506.250000 Penalty: 5111.518066
	Iteration 50Q: 3 clusters Score -3747506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3747510.750000 Penalty: 5111.518066
	Iteration 51Q: 3 clusters Score -3747511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3747510.750000 Penalty: 5111.518066
	Iteration 52F: 3 clusters Score -3747511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41301.968750 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41301.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41414.722656 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41414.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41440.156250 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41440.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41455.453125 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41455.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41458.437500 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41458.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41458.437500 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -41458.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199024 members 
Entering Unmasked Estep 
Score: -24956296.000000 Penalty: 3025.892822
	Iteration 0F: 2 clusters Score -2.49563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -24831476.000000 Penalty: 6051.785645
	Iteration 0F: 3 clusters Score -2.483148e+07 nChanged 95901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -24887500.000000 Penalty: 6051.785645
	Iteration 1F: 3 clusters Score -2.48875e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 101798 members 
Entering Unmasked Estep 
Score: -24888384.000000 Penalty: 6051.785645
	Iteration 2Q: 3 clusters Score -2.488838e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -24889304.000000 Penalty: 6051.785645
	Iteration 3Q: 3 clusters Score -2.48893e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -24890330.000000 Penalty: 6051.785645
	Iteration 4Q: 3 clusters Score -2.489033e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 111288 members 
Entering Unmasked Estep 
Score: -24891994.000000 Penalty: 6051.785645
	Iteration 5Q: 3 clusters Score -2.489199e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -24894616.000000 Penalty: 6051.785645
	Iteration 6Q: 3 clusters Score -2.489462e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -24900022.000000 Penalty: 6051.785645
	Iteration 7F: 3 clusters Score -2.490002e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -24910256.000000 Penalty: 6051.785645
	Iteration 8F: 3 clusters Score -2.491026e+07 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -24924722.000000 Penalty: 6051.785645
	Iteration 9F: 3 clusters Score -2.492472e+07 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 178476 members 
Entering Unmasked Estep 
Score: -24939000.000000 Penalty: 6051.785645
	Iteration 10F: 3 clusters Score -2.4939e+07 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 190432 members 
Entering Unmasked Estep 
Score: -24947468.000000 Penalty: 6051.785645
	Iteration 11F: 3 clusters Score -2.494747e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 196131 members 
Entering Unmasked Estep 
Score: -24951584.000000 Penalty: 6051.785645
	Iteration 12Q: 3 clusters Score -2.495158e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 198047 members 
Entering Unmasked Estep 
Score: -24952946.000000 Penalty: 6051.785645
	Iteration 13Q: 3 clusters Score -2.495295e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -24953342.000000 Penalty: 6051.785645
	Iteration 14Q: 3 clusters Score -2.495334e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 198706 members 
Entering Unmasked Estep 
Score: -24953490.000000 Penalty: 6051.785645
	Iteration 15Q: 3 clusters Score -2.495349e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 198743 members 
Entering Unmasked Estep 
Score: -24953594.000000 Penalty: 6051.785645
	Iteration 16Q: 3 clusters Score -2.495359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198774 members 
Entering Unmasked Estep 
Score: -24953640.000000 Penalty: 6051.785645
	Iteration 17Q: 3 clusters Score -2.495364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 198784 members 
Entering Unmasked Estep 
Score: -24953646.000000 Penalty: 6051.785645
	Iteration 18Q: 3 clusters Score -2.495365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198789 members 
Entering Unmasked Estep 
Score: -24953656.000000 Penalty: 6051.785645
	Iteration 19Q: 3 clusters Score -2.495366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198792 members 
Entering Unmasked Estep 
Score: -24953668.000000 Penalty: 6051.785645
	Iteration 20F: 3 clusters Score -2.495367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 198797 members 
Entering Unmasked Estep 
Score: -24953686.000000 Penalty: 6051.785645
	Iteration 21Q: 3 clusters Score -2.495369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198800 members 
Entering Unmasked Estep 
Score: -24953684.000000 Penalty: 6051.785645
	Iteration 22Q: 3 clusters Score -2.495368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198804 members 
Entering Unmasked Estep 
Score: -24953696.000000 Penalty: 6051.785645
	Iteration 23Q: 3 clusters Score -2.49537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198806 members 
Entering Unmasked Estep 
Score: -24953690.000000 Penalty: 6051.785645
	Iteration 24Q: 3 clusters Score -2.495369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 198808 members 
Entering Unmasked Estep 
Score: -24953692.000000 Penalty: 6051.785645
	Iteration 25Q: 3 clusters Score -2.495369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 198810 members 
Entering Unmasked Estep 
Score: -24953698.000000 Penalty: 6051.785645
	Iteration 26Q: 3 clusters Score -2.49537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198812 members 
Entering Unmasked Estep 
Score: -24953686.000000 Penalty: 6051.785645
	Iteration 27Q: 3 clusters Score -2.495369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198812 members 
Entering Unmasked Estep 
Score: -24953686.000000 Penalty: 6051.785645
	Iteration 28F: 3 clusters Score -2.495369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51260 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 175999 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157364 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29896 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737688.000000 Penalty: 64371.320312
Iteration 319Q: 20 clusters Score -1.057377e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51259 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176008 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157363 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155556 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29903 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737672.000000 Penalty: 64371.320312
Iteration 320F: 20 clusters Score -1.057377e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51258 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69262 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176012 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157355 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155558 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29915 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737672.000000 Penalty: 64371.320312
Iteration 321Q: 20 clusters Score -1.057377e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51259 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69259 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176006 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157352 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155558 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29924 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737688.000000 Penalty: 64371.320312
Iteration 322Q: 20 clusters Score -1.057377e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51262 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69261 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176016 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157348 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29927 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737600.000000 Penalty: 64371.320312
Iteration 323Q: 20 clusters Score -1.057376e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51258 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69257 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176044 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157341 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155547 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29935 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737608.000000 Penalty: 64371.320312
Iteration 324Q: 20 clusters Score -1.057376e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51254 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69257 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176075 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157329 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155545 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29938 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737632.000000 Penalty: 64371.320312
Iteration 325Q: 20 clusters Score -1.057376e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51249 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69257 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176094 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157320 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155540 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29943 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737568.000000 Penalty: 64371.320312
Iteration 326Q: 20 clusters Score -1.057376e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51243 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69255 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176120 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157315 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155529 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737552.000000 Penalty: 64371.320312
Iteration 327Q: 20 clusters Score -1.057376e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51241 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69253 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176127 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157301 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155532 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29957 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737600.000000 Penalty: 64371.320312
Iteration 328Q: 20 clusters Score -1.057376e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51241 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69252 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176134 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157294 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155538 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29969 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737560.000000 Penalty: 64371.320312
Iteration 329Q: 20 clusters Score -1.057376e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51234 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176149 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157287 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155541 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29981 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737632.000000 Penalty: 64371.320312
Iteration 330Q: 20 clusters Score -1.057376e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51239 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69248 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176152 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157281 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155540 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737616.000000 Penalty: 64371.320312
Iteration 331Q: 20 clusters Score -1.057376e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51236 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69244 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176149 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157283 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155549 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29992 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737528.000000 Penalty: 64371.320312
Iteration 332Q: 20 clusters Score -1.057375e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51233 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176151 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157268 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155558 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29995 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737560.000000 Penalty: 64371.320312
Iteration 333Q: 20 clusters Score -1.057376e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51231 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69244 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176150 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157253 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155568 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 29998 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737544.000000 Penalty: 64371.320312
Iteration 334Q: 20 clusters Score -1.057375e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51231 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69246 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176135 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157248 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155574 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30001 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737616.000000 Penalty: 64371.320312
Iteration 335Q: 20 clusters Score -1.057376e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51228 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176118 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157253 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155577 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30000 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737608.000000 Penalty: 64371.320312
Iteration 336Q: 20 clusters Score -1.057376e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51227 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176108 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157255 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155578 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30002 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737680.000000 Penalty: 64371.320312
Iteration 337Q: 20 clusters Score -1.057377e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51222 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69251 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176094 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157266 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155579 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30004 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737816.000000 Penalty: 64371.320312
Iteration 338Q: 20 clusters Score -1.057378e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51218 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69251 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176090 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157265 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155582 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737736.000000 Penalty: 64371.320312
Iteration 339Q: 20 clusters Score -1.057377e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51213 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176078 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157272 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155580 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30008 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737720.000000 Penalty: 64371.320312
Iteration 340F: 20 clusters Score -1.057377e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51208 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176067 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157283 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30012 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737728.000000 Penalty: 64371.320312
Iteration 341Q: 20 clusters Score -1.057377e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51207 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176055 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157283 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155567 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30016 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737808.000000 Penalty: 64371.320312
Iteration 342Q: 20 clusters Score -1.057378e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51207 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176055 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157275 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155552 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30018 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737760.000000 Penalty: 64371.320312
Iteration 343Q: 20 clusters Score -1.057378e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51206 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69250 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176040 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157269 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155550 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30020 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737904.000000 Penalty: 64371.320312
Iteration 344Q: 20 clusters Score -1.057379e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51202 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176021 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157268 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155566 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30024 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737872.000000 Penalty: 64371.320312
Iteration 345Q: 20 clusters Score -1.057379e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51201 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69255 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176009 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157262 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155569 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30025 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737856.000000 Penalty: 64371.320312
Iteration 346Q: 20 clusters Score -1.057379e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51201 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69257 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176017 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157239 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30027 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737856.000000 Penalty: 64371.320312
Iteration 347Q: 20 clusters Score -1.057379e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51202 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 69257 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176015 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157234 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155568 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30031 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737792.000000 Penalty: 64371.320312
Iteration 348Q: 20 clusters Score -1.057378e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51192 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69255 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176018 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157228 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155565 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737808.000000 Penalty: 64371.320312
Iteration 349Q: 20 clusters Score -1.057378e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51182 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176013 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157220 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155573 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30042 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737856.000000 Penalty: 64371.320312
Iteration 350Q: 20 clusters Score -1.057379e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51170 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69252 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176018 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157207 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155575 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30049 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737888.000000 Penalty: 64371.320312
Iteration 351Q: 20 clusters Score -1.057379e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51162 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176026 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157187 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155583 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30051 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737896.000000 Penalty: 64371.320312
Iteration 352Q: 20 clusters Score -1.057379e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51150 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69256 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176055 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157174 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155574 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30055 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737776.000000 Penalty: 64371.320312
Iteration 353Q: 20 clusters Score -1.057378e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51142 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176082 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157159 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30060 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737824.000000 Penalty: 64371.320312
Iteration 354Q: 20 clusters Score -1.057378e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51139 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69255 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176097 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 157138 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30066 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737872.000000 Penalty: 64371.320312
Iteration 355Q: 20 clusters Score -1.057379e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51137 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69258 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176101 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157125 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155546 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30077 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 64371.320312
Iteration 356Q: 20 clusters Score -1.057378e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51131 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69251 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176109 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157109 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155548 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30099 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737752.000000 Penalty: 64371.320312
Iteration 357Q: 20 clusters Score -1.057378e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51127 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69245 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176122 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157097 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155548 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30112 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737880.000000 Penalty: 64371.320312
Iteration 358Q: 20 clusters Score -1.057379e+08 nChanged 135
Entering ConstructFrom: 
Score: -105737880.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -148393.375000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -148393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -146298.937500 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -146298.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -146654.671875 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -146654.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146815.375000 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -146815.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -146940.218750 Penalty: 3532.141357
	Iteration 3F: 3 clusters Score -146940.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147027.625000 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -147027.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -147086.093750 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -147086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -147123.234375 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -147123.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147157.031250 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -147157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147186.109375 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -147186.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -147220.796875 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -147220.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -147247.250000 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -147247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147259.750000 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -147259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147278.203125 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -147278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147299.906250 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -147299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147314.437500 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -147314.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147338.734375 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -147338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147356.078125 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -147356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147365.421875 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -147365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147371.937500 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -147371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147375.312500 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -147375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -147375.781250 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -147375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Entering Unmasked Estep 
Score: -6463542.000000 Penalty: 2688.784424
	Iteration 0F: 2 clusters Score -6463542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -6428953.500000 Penalty: 5377.568848
	Iteration 0F: 3 clusters Score -6428954 nChanged 23694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -6441999.000000 Penalty: 5377.568848
	Iteration 1F: 3 clusters Score -6441999 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -6442407.000000 Penalty: 5377.568848
	Iteration 2Q: 3 clusters Score -6442407 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -6442778.500000 Penalty: 5377.568848
	Iteration 3Q: 3 clusters Score -6442778 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -6443143.500000 Penalty: 5377.568848
	Iteration 4Q: 3 clusters Score -6443144 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6443437.500000 Penalty: 5377.568848
	Iteration 5Q: 3 clusters Score -6443438 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6443746.000000 Penalty: 5377.568848
	Iteration 6Q: 3 clusters Score -6443746 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6444066.500000 Penalty: 5377.568848
	Iteration 7Q: 3 clusters Score -6444066 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6444440.000000 Penalty: 5377.568848
	Iteration 8Q: 3 clusters Score -6444440 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6444920.000000 Penalty: 5377.568848
	Iteration 9Q: 3 clusters Score -6444920 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6445564.000000 Penalty: 5377.568848
	Iteration 10Q: 3 clusters Score -6445564 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6446327.500000 Penalty: 5377.568848
	Iteration 11Q: 3 clusters Score -6446328 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6447319.000000 Penalty: 5377.568848
	Iteration 12Q: 3 clusters Score -6447319 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6448615.000000 Penalty: 5377.568848
	Iteration 13Q: 3 clusters Score -6448615 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -6450159.500000 Penalty: 5377.568848
	Iteration 14F: 3 clusters Score -6450160 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -6451755.500000 Penalty: 5377.568848
	Iteration 15F: 3 clusters Score -6451756 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6453139.000000 Penalty: 5377.568848
	Iteration 16Q: 3 clusters Score -6453139 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -6454053.500000 Penalty: 5377.568848
	Iteration 17Q: 3 clusters Score -6454054 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6454613.000000 Penalty: 5377.568848
	Iteration 18Q: 3 clusters Score -6454613 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6454859.500000 Penalty: 5377.568848
	Iteration 19Q: 3 clusters Score -6454860 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6455049.500000 Penalty: 5377.568848
	Iteration 20F: 3 clusters Score -6455050 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -6455232.500000 Penalty: 5377.568848
	Iteration 21Q: 3 clusters Score -6455232 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -6455421.000000 Penalty: 5377.568848
	Iteration 22Q: 3 clusters Score -6455421 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -6455613.000000 Penalty: 5377.568848
	Iteration 23Q: 3 clusters Score -6455613 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6455790.500000 Penalty: 5377.568848
	Iteration 24Q: 3 clusters Score -6455790 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -6455997.500000 Penalty: 5377.568848
	Iteration 25Q: 3 clusters Score -6455998 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -6456212.500000 Penalty: 5377.568848
	Iteration 26Q: 3 clusters Score -6456212 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -6456454.500000 Penalty: 5377.568848
	Iteration 27Q: 3 clusters Score -6456454 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -6456665.000000 Penalty: 5377.568848
	Iteration 28Q: 3 clusters Score -6456665 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6456844.500000 Penalty: 5377.568848
	Iteration 29Q: 3 clusters Score -6456844 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -6456998.000000 Penalty: 5377.568848
	Iteration 30Q: 3 clusters Score -6456998 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -6457136.500000 Penalty: 5377.568848
	Iteration 31Q: 3 clusters Score -6457136 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -6457237.000000 Penalty: 5377.568848
	Iteration 32Q: 3 clusters Score -6457237 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -6457336.000000 Penalty: 5377.568848
	Iteration 33Q: 3 clusters Score -6457336 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6457412 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6457514 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6457586 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6457700 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6457766 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6457825 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6457874 nChanged 316
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Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6457901 nChanged 342
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Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6457962 nChanged 347
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Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6457988 nChanged 336
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Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6458065 nChanged 342
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Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6458118 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6458198 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6458236 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6458303 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6458388 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6458446 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6458535 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6458644 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6458724 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6458824 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6458899 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6458974 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6459034 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6459117 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6459202 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6459242 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6459352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6459419 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6459533 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6459644.500000 Penalty: 5377.568848
	Iteration 64Q: 3 clusters Score -6459644 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6459732 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6459801 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6459872 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6459942 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6460016 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6460084 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6460157 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6460252 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6460339 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6460400 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6460492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6460530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6460603 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6460663.000000 Penalty: 5377.568848
	Iteration 78Q: 3 clusters Score -6460663 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6460706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6460750.000000 Penalty: 5377.568848
	Iteration 80F: 3 clusters Score -6460750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6460780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6460816 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6460862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6460911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6460958 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6460988 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6461036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6461074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6461093.500000 Penalty: 5377.568848
	Iteration 89Q: 3 clusters Score -6461094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6461119.500000 Penalty: 5377.568848
	Iteration 90Q: 3 clusters Score -6461120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6461147.000000 Penalty: 5377.568848
	Iteration 91Q: 3 clusters Score -6461147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6461156.500000 Penalty: 5377.568848
	Iteration 92Q: 3 clusters Score -6461156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6461190.000000 Penalty: 5377.568848
	Iteration 93Q: 3 clusters Score -6461190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6461206.500000 Penalty: 5377.568848
	Iteration 94Q: 3 clusters Score -6461206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6461226.000000 Penalty: 5377.568848
	Iteration 95Q: 3 clusters Score -6461226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6461240.500000 Penalty: 5377.568848
	Iteration 96Q: 3 clusters Score -6461240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6461234 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6461255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6461267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6461269.500000 Penalty: 5377.568848
	Iteration 100F: 3 clusters Score -6461270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6461280.000000 Penalty: 5377.568848
	Iteration 101Q: 3 clusters Score -6461280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6461286.500000 Penalty: 5377.568848
	Iteration 102Q: 3 clusters Score -6461286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6461287.000000 Penalty: 5377.568848
	Iteration 103Q: 3 clusters Score -6461287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6461297.500000 Penalty: 5377.568848
	Iteration 104Q: 3 clusters Score -6461298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6461299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6461301.500000 Penalty: 5377.568848
	Iteration 106Q: 3 clusters Score -6461302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6461313.500000 Penalty: 5377.568848
	Iteration 107Q: 3 clusters Score -6461314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6461312.500000 Penalty: 5377.568848
	Iteration 108Q: 3 clusters Score -6461312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6461317.500000 Penalty: 5377.568848
	Iteration 109Q: 3 clusters Score -6461318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6461318.000000 Penalty: 5377.568848
	Iteration 110Q: 3 clusters Score -6461318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6461321.500000 Penalty: 5377.568848
	Iteration 111Q: 3 clusters Score -6461322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6461321.000000 Penalty: 5377.568848
	Iteration 112Q: 3 clusters Score -6461321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6461326.000000 Penalty: 5377.568848
	Iteration 113Q: 3 clusters Score -6461326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6461322.000000 Penalty: 5377.568848
	Iteration 114Q: 3 clusters Score -6461322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6461332.000000 Penalty: 5377.568848
	Iteration 115Q: 3 clusters Score -6461332 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6461330.000000 Penalty: 5377.568848
	Iteration 116Q: 3 clusters Score -6461330 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6461331.000000 Penalty: 5377.568848
	Iteration 117Q: 3 clusters Score -6461331 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6461330 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6461336.000000 Penalty: 5377.568848
	Iteration 119Q: 3 clusters Score -6461336 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6461335.000000 Penalty: 5377.568848
	Iteration 120F: 3 clusters Score -6461335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6461343.500000 Penalty: 5377.568848
	Iteration 121Q: 3 clusters Score -6461344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6461349.500000 Penalty: 5377.568848
	Iteration 122Q: 3 clusters Score -6461350 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6461348 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 124F: 3 clusters Score -6461348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -207865.406250 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -207865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -205636.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -206240.203125 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -206240.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -206438.171875 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -206438.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206547.484375 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -206547.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -206637.796875 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -206637.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -206699.890625 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -206699.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -206754.312500 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -206754.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -206802.109375 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -206802.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -206842.921875 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -206842.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -206867.796875 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -206867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -206878.796875 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -206878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -206889.781250 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -206889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -206904.531250 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -206904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -206913.281250 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -206913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -206927.859375 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -206927.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -206984.250000 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -206984.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -207009.062500 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -207009.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -207022.250000 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -207022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -207026.781250 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -207026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -207030.921875 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -207030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -207038.171875 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -207038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -207043.250000 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -207043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -207045.828125 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -207045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -207049.203125 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -207049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -207051.687500 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -207051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -207054.328125 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -207054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -207055.718750 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -207055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -207057.156250 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -207057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -207060.562500 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -207060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -207061.890625 Penalty: 3717.513184
	Iteration 29Q: 3 clusters Score -207061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -207063.546875 Penalty: 3717.513184
	Iteration 30Q: 3 clusters Score -207063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -207065.062500 Penalty: 3717.513184
	Iteration 31Q: 3 clusters Score -207065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -207065.937500 Penalty: 3717.513184
	Iteration 32Q: 3 clusters Score -207065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -207065.937500 Penalty: 3717.513184
	Iteration 33F: 3 clusters Score -207065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -189636.703125 Penalty: 1820.205322
	Iteration 0F: 2 clusters Score -189636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187302.000000 Penalty: 3640.410645
	Iteration 0F: 3 clusters Score -187302 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187670.531250 Penalty: 3640.410645
	Iteration 1F: 3 clusters Score -187670.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187759.984375 Penalty: 3640.410645
	Iteration 2F: 3 clusters Score -187760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -187807.328125 Penalty: 3640.410645
	Iteration 3Q: 3 clusters Score -187807.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187835.265625 Penalty: 3640.410645
	Iteration 4Q: 3 clusters Score -187835.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187848.250000 Penalty: 3640.410645
	Iteration 5Q: 3 clusters Score -187848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -187858.046875 Penalty: 3640.410645
	Iteration 6Q: 3 clusters Score -187858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187867.343750 Penalty: 3640.410645
	Iteration 7Q: 3 clusters Score -187867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187875.093750 Penalty: 3640.410645
	Iteration 8Q: 3 clusters Score -187875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187879.875000 Penalty: 3640.410645
	Iteration 9Q: 3 clusters Score -187879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187882.765625 Penalty: 3640.410645
	Iteration 10Q: 3 clusters Score -187882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187888.218750 Penalty: 3640.410645
	Iteration 11Q: 3 clusters Score -187888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187892.812500 Penalty: 3640.410645
	Iteration 12Q: 3 clusters Score -187892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187893.390625 Penalty: 3640.410645
	Iteration 13Q: 3 clusters Score -187893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187893.390625 Penalty: 3640.410645
	Iteration 14F: 3 clusters Score -187893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Entering Unmasked Estep 
Score: -8437781.000000 Penalty: 2764.024902
	Iteration 0F: 2 clusters Score -8437781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -8391212.000000 Penalty: 5528.049805
	Iteration 0F: 3 clusters Score -8391212 nChanged 32415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -8409403.000000 Penalty: 5528.049805
	Iteration 1F: 3 clusters Score -8409403 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -8409923.000000 Penalty: 5528.049805
	Iteration 2Q: 3 clusters Score -8409923 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -8410341.000000 Penalty: 5528.049805
	Iteration 3Q: 3 clusters Score -8410341 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -8410712.000000 Penalty: 5528.049805
	Iteration 4Q: 3 clusters Score -8410712 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -8411089.000000 Penalty: 5528.049805
	Iteration 5Q: 3 clusters Score -8411089 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -8411398.000000 Penalty: 5528.049805
	Iteration 6Q: 3 clusters Score -8411398 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -8411875.000000 Penalty: 5528.049805
	Iteration 7Q: 3 clusters Score -8411875 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -8412398.000000 Penalty: 5528.049805
	Iteration 8Q: 3 clusters Score -8412398 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -8413131.000000 Penalty: 5528.049805
	Iteration 9Q: 3 clusters Score -8413131 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -8414224.000000 Penalty: 5528.049805
	Iteration 10Q: 3 clusters Score -8414224 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8415967.000000 Penalty: 5528.049805
	Iteration 11Q: 3 clusters Score -8415967 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -8418546.000000 Penalty: 5528.049805
	Iteration 12F: 3 clusters Score -8418546 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -8422182.000000 Penalty: 5528.049805
	Iteration 13F: 3 clusters Score -8422182 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -8426510.000000 Penalty: 5528.049805
	Iteration 14F: 3 clusters Score -8426510 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -8430641.000000 Penalty: 5528.049805
	Iteration 15F: 3 clusters Score -8430641 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8433266.000000 Penalty: 5528.049805
	Iteration 16Q: 3 clusters Score -8433266 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8434542.000000 Penalty: 5528.049805
	Iteration 17Q: 3 clusters Score -8434542 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8434997.000000 Penalty: 5528.049805
	Iteration 18Q: 3 clusters Score -8434997 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8435221.000000 Penalty: 5528.049805
	Iteration 19Q: 3 clusters Score -8435221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8435353.000000 Penalty: 5528.049805
	Iteration 20F: 3 clusters Score -8435353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8435434.000000 Penalty: 5528.049805
	Iteration 21Q: 3 clusters Score -8435434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8435504.000000 Penalty: 5528.049805
	Iteration 22Q: 3 clusters Score -8435504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8435550.000000 Penalty: 5528.049805
	Iteration 23Q: 3 clusters Score -8435550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8435568.000000 Penalty: 5528.049805
	Iteration 24Q: 3 clusters Score -8435568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8435609.000000 Penalty: 5528.049805
	Iteration 25Q: 3 clusters Score -8435609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8435619.000000 Penalty: 5528.049805
	Iteration 26Q: 3 clusters Score -8435619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8435649.000000 Penalty: 5528.049805
	Iteration 27Q: 3 clusters Score -8435649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8435680.000000 Penalty: 5528.049805
	Iteration 28Q: 3 clusters Score -8435680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8435699.000000 Penalty: 5528.049805
	Iteration 29Q: 3 clusters Score -8435699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8435692.000000 Penalty: 5528.049805
	Iteration 30Q: 3 clusters Score -8435692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8435713.000000 Penalty: 5528.049805
	Iteration 31Q: 3 clusters Score -8435713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8435696.000000 Penalty: 5528.049805
	Iteration 32Q: 3 clusters Score -8435696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8435714.000000 Penalty: 5528.049805
	Iteration 33Q: 3 clusters Score -8435714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8435738.000000 Penalty: 5528.049805
	Iteration 34Q: 3 clusters Score -8435738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8435743.000000 Penalty: 5528.049805
	Iteration 35Q: 3 clusters Score -8435743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8435744.000000 Penalty: 5528.049805
	Iteration 36Q: 3 clusters Score -8435744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8435753.000000 Penalty: 5528.049805
	Iteration 37Q: 3 clusters Score -8435753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8435768.000000 Penalty: 5528.049805
	Iteration 38Q: 3 clusters Score -8435768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8435773.000000 Penalty: 5528.049805
	Iteration 39Q: 3 clusters Score -8435773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8435780.000000 Penalty: 5528.049805
	Iteration 40F: 3 clusters Score -8435780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8435778.000000 Penalty: 5528.049805
	Iteration 41Q: 3 clusters Score -8435778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8435792.000000 Penalty: 5528.049805
	Iteration 42Q: 3 clusters Score -8435792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8435786.000000 Penalty: 5528.049805
	Iteration 43Q: 3 clusters Score -8435786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8435791.000000 Penalty: 5528.049805
	Iteration 44Q: 3 clusters Score -8435791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8435793.000000 Penalty: 5528.049805
	Iteration 45Q: 3 clusters Score -8435793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8435807.000000 Penalty: 5528.049805
	Iteration 46Q: 3 clusters Score -8435807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8435817.000000 Penalty: 5528.049805
	Iteration 47Q: 3 clusters Score -8435817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8435809.000000 Penalty: 5528.049805
	Iteration 48Q: 3 clusters Score -8435809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8435815.000000 Penalty: 5528.049805
	Iteration 49Q: 3 clusters Score -8435815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8435829.000000 Penalty: 5528.049805
	Iteration 50Q: 3 clusters Score -8435829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8435824.000000 Penalty: 5528.049805
	Iteration 51Q: 3 clusters Score -8435824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8435833.000000 Penalty: 5528.049805
	Iteration 52Q: 3 clusters Score -8435833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8435831.000000 Penalty: 5528.049805
	Iteration 53Q: 3 clusters Score -8435831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8435831.000000 Penalty: 5528.049805
	Iteration 54F: 3 clusters Score -8435831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 348 members 
Entering Unmasked Estep 
Score: -67367.867188 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67367.87 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67882.562500 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -67882.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68316.171875 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68316.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68617.062500 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68617.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68975.265625 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -68975.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69334.523438 Penalty: 3230.562256
	Iteration 5F: 3 clusters Score -69334.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69503.593750 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -69503.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69568.781250 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -69568.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69617.867188 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -69617.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69670.500000 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -69670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69722.320312 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -69722.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69835.476562 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -69835.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69899.921875 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -69899.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69899.921875 Penalty: 3230.562256
	Iteration 13F: 3 clusters Score -69899.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51117 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69235 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 176136 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157085 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199113 members 
Mstep: Class 20 contains 455 members 
Entering Unmasked Estep 
Score: -105737144.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105737880.000000 to -105737144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (176136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Entering Unmasked Estep 
Score: -22070492.000000 Penalty: 2995.594971
	Iteration 0F: 2 clusters Score -2.207049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -21956722.000000 Penalty: 5991.189941
	Iteration 0F: 3 clusters Score -2.195672e+07 nChanged 84364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -22005956.000000 Penalty: 5991.189941
	Iteration 1F: 3 clusters Score -2.200596e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -22007368.000000 Penalty: 5991.189941
	Iteration 2Q: 3 clusters Score -2.200737e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -22009420.000000 Penalty: 5991.189941
	Iteration 3Q: 3 clusters Score -2.200942e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -22013158.000000 Penalty: 5991.189941
	Iteration 4Q: 3 clusters Score -2.201316e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -22019766.000000 Penalty: 5991.189941
	Iteration 5F: 3 clusters Score -2.201977e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123175 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -22030714.000000 Penalty: 5991.189941
	Iteration 6F: 3 clusters Score -2.203071e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -22044686.000000 Penalty: 5991.189941
	Iteration 7F: 3 clusters Score -2.204469e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -22057178.000000 Penalty: 5991.189941
	Iteration 8F: 3 clusters Score -2.205718e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150187 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -22063588.000000 Penalty: 5991.189941
	Iteration 9Q: 3 clusters Score -2.206359e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -22066030.000000 Penalty: 5991.189941
	Iteration 10Q: 3 clusters Score -2.206603e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -22067318.000000 Penalty: 5991.189941
	Iteration 11Q: 3 clusters Score -2.206732e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -22068046.000000 Penalty: 5991.189941
	Iteration 12Q: 3 clusters Score -2.206805e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -22068574.000000 Penalty: 5991.189941
	Iteration 13Q: 3 clusters Score -2.206857e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -22069036.000000 Penalty: 5991.189941
	Iteration 14Q: 3 clusters Score -2.206904e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -22069316.000000 Penalty: 5991.189941
	Iteration 15Q: 3 clusters Score -2.206932e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -22069540.000000 Penalty: 5991.189941
	Iteration 16Q: 3 clusters Score -2.206954e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162775 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -22069668.000000 Penalty: 5991.189941
	Iteration 17Q: 3 clusters Score -2.206967e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -22069742.000000 Penalty: 5991.189941
	Iteration 18Q: 3 clusters Score -2.206974e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -22069724.000000 Penalty: 5991.189941
	Iteration 19Q: 3 clusters Score -2.206972e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -22069848.000000 Penalty: 5991.189941
	Iteration 20F: 3 clusters Score -2.206985e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -22069826.000000 Penalty: 5991.189941
	Iteration 21Q: 3 clusters Score -2.206983e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -22069884.000000 Penalty: 5991.189941
	Iteration 22Q: 3 clusters Score -2.206988e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -22069952.000000 Penalty: 5991.189941
	Iteration 23Q: 3 clusters Score -2.206995e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -22069948.000000 Penalty: 5991.189941
	Iteration 24Q: 3 clusters Score -2.206995e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -22069922.000000 Penalty: 5991.189941
	Iteration 25Q: 3 clusters Score -2.206992e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -22069886.000000 Penalty: 5991.189941
	Iteration 26Q: 3 clusters Score -2.206989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -22069904.000000 Penalty: 5991.189941
	Iteration 27Q: 3 clusters Score -2.20699e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -22069902.000000 Penalty: 5991.189941
	Iteration 28Q: 3 clusters Score -2.20699e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -22069918.000000 Penalty: 5991.189941
	Iteration 29Q: 3 clusters Score -2.206992e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169178 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -22069952.000000 Penalty: 5991.189941
	Iteration 30Q: 3 clusters Score -2.206995e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169383 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -22069958.000000 Penalty: 5991.189941
	Iteration 31Q: 3 clusters Score -2.206996e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -22069896.000000 Penalty: 5991.189941
	Iteration 32Q: 3 clusters Score -2.20699e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -22069918.000000 Penalty: 5991.189941
	Iteration 33Q: 3 clusters Score -2.206992e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -22069966.000000 Penalty: 5991.189941
	Iteration 34Q: 3 clusters Score -2.206997e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170042 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -22069950.000000 Penalty: 5991.189941
	Iteration 35Q: 3 clusters Score -2.206995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -22069952.000000 Penalty: 5991.189941
	Iteration 36Q: 3 clusters Score -2.206995e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -22069902.000000 Penalty: 5991.189941
	Iteration 37Q: 3 clusters Score -2.20699e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -22069930.000000 Penalty: 5991.189941
	Iteration 38Q: 3 clusters Score -2.206993e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -22069908.000000 Penalty: 5991.189941
	Iteration 39Q: 3 clusters Score -2.206991e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170640 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -22069896.000000 Penalty: 5991.189941
	Iteration 40F: 3 clusters Score -2.20699e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -22069882.000000 Penalty: 5991.189941
	Iteration 41Q: 3 clusters Score -2.206988e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170856 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22069904.000000 Penalty: 5991.189941
	Iteration 42Q: 3 clusters Score -2.20699e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -22069946.000000 Penalty: 5991.189941
	Iteration 43Q: 3 clusters Score -2.206995e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171028 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -22069914.000000 Penalty: 5991.189941
	Iteration 44Q: 3 clusters Score -2.206991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -22069890.000000 Penalty: 5991.189941
	Iteration 45Q: 3 clusters Score -2.206989e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -22069840.000000 Penalty: 5991.189941
	Iteration 46Q: 3 clusters Score -2.206984e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -22069818.000000 Penalty: 5991.189941
	Iteration 47Q: 3 clusters Score -2.206982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -22069830.000000 Penalty: 5991.189941
	Iteration 48Q: 3 clusters Score -2.206983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171307 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -22069792.000000 Penalty: 5991.189941
	Iteration 49Q: 3 clusters Score -2.206979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171329 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -22069804.000000 Penalty: 5991.189941
	Iteration 50Q: 3 clusters Score -2.20698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171355 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -22069792.000000 Penalty: 5991.189941
	Iteration 51Q: 3 clusters Score -2.206979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -22069818.000000 Penalty: 5991.189941
	Iteration 52Q: 3 clusters Score -2.206982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -22069814.000000 Penalty: 5991.189941
	Iteration 53Q: 3 clusters Score -2.206981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -22069810.000000 Penalty: 5991.189941
	Iteration 54Q: 3 clusters Score -2.206981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171461 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -22069830.000000 Penalty: 5991.189941
	Iteration 55Q: 3 clusters Score -2.206983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171492 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -22069854.000000 Penalty: 5991.189941
	Iteration 56Q: 3 clusters Score -2.206985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171521 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -22069840.000000 Penalty: 5991.189941
	Iteration 57Q: 3 clusters Score -2.206984e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171551 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -22069834.000000 Penalty: 5991.189941
	Iteration 58Q: 3 clusters Score -2.206983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171570 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -22069826.000000 Penalty: 5991.189941
	Iteration 59Q: 3 clusters Score -2.206983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -22069812.000000 Penalty: 5991.189941
	Iteration 60F: 3 clusters Score -2.206981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -22069780.000000 Penalty: 5991.189941
	Iteration 61Q: 3 clusters Score -2.206978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171619 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -22069800.000000 Penalty: 5991.189941
	Iteration 62Q: 3 clusters Score -2.20698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -22069808.000000 Penalty: 5991.189941
	Iteration 63Q: 3 clusters Score -2.206981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -22069810.000000 Penalty: 5991.189941
	Iteration 64Q: 3 clusters Score -2.206981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171685 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -22069824.000000 Penalty: 5991.189941
	Iteration 65Q: 3 clusters Score -2.206982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -22069808.000000 Penalty: 5991.189941
	Iteration 66Q: 3 clusters Score -2.206981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -22069818.000000 Penalty: 5991.189941
	Iteration 67Q: 3 clusters Score -2.206982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -22069800.000000 Penalty: 5991.189941
	Iteration 68Q: 3 clusters Score -2.20698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -22069786.000000 Penalty: 5991.189941
	Iteration 69Q: 3 clusters Score -2.206979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -22069792.000000 Penalty: 5991.189941
	Iteration 70Q: 3 clusters Score -2.206979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -22069804.000000 Penalty: 5991.189941
	Iteration 71Q: 3 clusters Score -2.20698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171817 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22069780.000000 Penalty: 5991.189941
	Iteration 72Q: 3 clusters Score -2.206978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22069794.000000 Penalty: 5991.189941
	Iteration 73Q: 3 clusters Score -2.206979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -22069800.000000 Penalty: 5991.189941
	Iteration 74Q: 3 clusters Score -2.20698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -22069796.000000 Penalty: 5991.189941
	Iteration 75Q: 3 clusters Score -2.20698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171852 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -22069796.000000 Penalty: 5991.189941
	Iteration 76Q: 3 clusters Score -2.20698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -22069788.000000 Penalty: 5991.189941
	Iteration 77Q: 3 clusters Score -2.206979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -22069798.000000 Penalty: 5991.189941
	Iteration 78Q: 3 clusters Score -2.20698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -22069780.000000 Penalty: 5991.189941
	Iteration 79Q: 3 clusters Score -2.206978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -22069786.000000 Penalty: 5991.189941
	Iteration 80F: 3 clusters Score -2.206979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171872 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -22069770.000000 Penalty: 5991.189941
	Iteration 81Q: 3 clusters Score -2.206977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -22069770.000000 Penalty: 5991.189941
	Iteration 82Q: 3 clusters Score -2.206977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22069768.000000 Penalty: 5991.189941
	Iteration 83Q: 3 clusters Score -2.206977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -22069776.000000 Penalty: 5991.189941
	Iteration 84Q: 3 clusters Score -2.206978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171878 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -22069778.000000 Penalty: 5991.189941
	Iteration 85Q: 3 clusters Score -2.206978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -22069768.000000 Penalty: 5991.189941
	Iteration 86Q: 3 clusters Score -2.206977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -22069766.000000 Penalty: 5991.189941
	Iteration 87Q: 3 clusters Score -2.206977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -22069766.000000 Penalty: 5991.189941
	Iteration 88F: 3 clusters Score -2.206977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -186069.421875 Penalty: 1825.463501
	Iteration 0F: 2 clusters Score -186069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183721.703125 Penalty: 3650.927002
	Iteration 0F: 3 clusters Score -183721.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -184210.718750 Penalty: 3650.927002
	Iteration 1F: 3 clusters Score -184210.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184450.703125 Penalty: 3650.927002
	Iteration 2F: 3 clusters Score -184450.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -184689.375000 Penalty: 3650.927002
	Iteration 3F: 3 clusters Score -184689.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184878.703125 Penalty: 3650.927002
	Iteration 4F: 3 clusters Score -184878.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -185065.765625 Penalty: 3650.927002
	Iteration 5F: 3 clusters Score -185065.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185271.078125 Penalty: 3650.927002
	Iteration 6Q: 3 clusters Score -185271.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -185460.187500 Penalty: 3650.927002
	Iteration 7Q: 3 clusters Score -185460.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185576.843750 Penalty: 3650.927002
	Iteration 8Q: 3 clusters Score -185576.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -185665.484375 Penalty: 3650.927002
	Iteration 9Q: 3 clusters Score -185665.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185730.343750 Penalty: 3650.927002
	Iteration 10Q: 3 clusters Score -185730.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -185761.062500 Penalty: 3650.927002
	Iteration 11Q: 3 clusters Score -185761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185768.937500 Penalty: 3650.927002
	Iteration 12Q: 3 clusters Score -185768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -185771.609375 Penalty: 3650.927002
	Iteration 13Q: 3 clusters Score -185771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -185772.625000 Penalty: 3650.927002
	Iteration 14Q: 3 clusters Score -185772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -185772.625000 Penalty: 3650.927002
	Iteration 15F: 3 clusters Score -185772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Entering Unmasked Estep 
Score: -19802368.000000 Penalty: 2967.206543
	Iteration 0F: 2 clusters Score -1.980237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -19700042.000000 Penalty: 5934.413086
	Iteration 0F: 3 clusters Score -1.970004e+07 nChanged 75203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -19744246.000000 Penalty: 5934.413086
	Iteration 1F: 3 clusters Score -1.974425e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -19745310.000000 Penalty: 5934.413086
	Iteration 2Q: 3 clusters Score -1.974531e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -19746818.000000 Penalty: 5934.413086
	Iteration 3Q: 3 clusters Score -1.974682e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -19748746.000000 Penalty: 5934.413086
	Iteration 4Q: 3 clusters Score -1.974875e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -19751728.000000 Penalty: 5934.413086
	Iteration 5Q: 3 clusters Score -1.975173e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -19756326.000000 Penalty: 5934.413086
	Iteration 6F: 3 clusters Score -1.975633e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -19763028.000000 Penalty: 5934.413086
	Iteration 7F: 3 clusters Score -1.976303e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -19770756.000000 Penalty: 5934.413086
	Iteration 8F: 3 clusters Score -1.977076e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -19777628.000000 Penalty: 5934.413086
	Iteration 9F: 3 clusters Score -1.977763e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -19781914.000000 Penalty: 5934.413086
	Iteration 10Q: 3 clusters Score -1.978191e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -19784426.000000 Penalty: 5934.413086
	Iteration 11Q: 3 clusters Score -1.978443e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -19786118.000000 Penalty: 5934.413086
	Iteration 12Q: 3 clusters Score -1.978612e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -19787762.000000 Penalty: 5934.413086
	Iteration 13Q: 3 clusters Score -1.978776e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132598 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -19789268.000000 Penalty: 5934.413086
	Iteration 14Q: 3 clusters Score -1.978927e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -19790966.000000 Penalty: 5934.413086
	Iteration 15Q: 3 clusters Score -1.979097e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138075 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -19792598.000000 Penalty: 5934.413086
	Iteration 16Q: 3 clusters Score -1.97926e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140507 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -19794146.000000 Penalty: 5934.413086
	Iteration 17Q: 3 clusters Score -1.979415e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -19795646.000000 Penalty: 5934.413086
	Iteration 18Q: 3 clusters Score -1.979565e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144595 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -19796808.000000 Penalty: 5934.413086
	Iteration 19Q: 3 clusters Score -1.979681e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -19797750.000000 Penalty: 5934.413086
	Iteration 20F: 3 clusters Score -1.979775e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -19798554.000000 Penalty: 5934.413086
	Iteration 21Q: 3 clusters Score -1.979855e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148831 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -19799030.000000 Penalty: 5934.413086
	Iteration 22Q: 3 clusters Score -1.979903e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149826 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -19799480.000000 Penalty: 5934.413086
	Iteration 23Q: 3 clusters Score -1.979948e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -19799826.000000 Penalty: 5934.413086
	Iteration 24Q: 3 clusters Score -1.979983e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -19800094.000000 Penalty: 5934.413086
	Iteration 25Q: 3 clusters Score -1.980009e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -19800274.000000 Penalty: 5934.413086
	Iteration 26Q: 3 clusters Score -1.980027e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152550 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19800482.000000 Penalty: 5934.413086
	Iteration 27Q: 3 clusters Score -1.980048e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19800564.000000 Penalty: 5934.413086
	Iteration 28Q: 3 clusters Score -1.980056e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -19800694.000000 Penalty: 5934.413086
	Iteration 29Q: 3 clusters Score -1.980069e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -19800746.000000 Penalty: 5934.413086
	Iteration 30Q: 3 clusters Score -1.980075e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -19800820.000000 Penalty: 5934.413086
	Iteration 31Q: 3 clusters Score -1.980082e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -19800874.000000 Penalty: 5934.413086
	Iteration 32Q: 3 clusters Score -1.980087e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -19800918.000000 Penalty: 5934.413086
	Iteration 33Q: 3 clusters Score -1.980092e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -19800952.000000 Penalty: 5934.413086
	Iteration 34Q: 3 clusters Score -1.980095e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154425 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19800970.000000 Penalty: 5934.413086
	Iteration 35Q: 3 clusters Score -1.980097e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -19800942.000000 Penalty: 5934.413086
	Iteration 36Q: 3 clusters Score -1.980094e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19800952.000000 Penalty: 5934.413086
	Iteration 37Q: 3 clusters Score -1.980095e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19800964.000000 Penalty: 5934.413086
	Iteration 38Q: 3 clusters Score -1.980096e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -19800972.000000 Penalty: 5934.413086
	Iteration 39Q: 3 clusters Score -1.980097e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19800976.000000 Penalty: 5934.413086
	Iteration 40F: 3 clusters Score -1.980098e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19801016.000000 Penalty: 5934.413086
	Iteration 41Q: 3 clusters Score -1.980102e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -19800996.000000 Penalty: 5934.413086
	Iteration 42Q: 3 clusters Score -1.9801e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19801036.000000 Penalty: 5934.413086
	Iteration 43Q: 3 clusters Score -1.980104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -19801054.000000 Penalty: 5934.413086
	Iteration 44Q: 3 clusters Score -1.980105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -19801054.000000 Penalty: 5934.413086
	Iteration 45Q: 3 clusters Score -1.980105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19801058.000000 Penalty: 5934.413086
	Iteration 46Q: 3 clusters Score -1.980106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -19801062.000000 Penalty: 5934.413086
	Iteration 47Q: 3 clusters Score -1.980106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154852 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19801080.000000 Penalty: 5934.413086
	Iteration 48Q: 3 clusters Score -1.980108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19801068.000000 Penalty: 5934.413086
	Iteration 49Q: 3 clusters Score -1.980107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -19801076.000000 Penalty: 5934.413086
	Iteration 50Q: 3 clusters Score -1.980108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19801066.000000 Penalty: 5934.413086
	Iteration 51Q: 3 clusters Score -1.980107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -19801074.000000 Penalty: 5934.413086
	Iteration 52Q: 3 clusters Score -1.980107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -19801052.000000 Penalty: 5934.413086
	Iteration 53Q: 3 clusters Score -1.980105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19801056.000000 Penalty: 5934.413086
	Iteration 54Q: 3 clusters Score -1.980106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19801048.000000 Penalty: 5934.413086
	Iteration 55Q: 3 clusters Score -1.980105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19801050.000000 Penalty: 5934.413086
	Iteration 56Q: 3 clusters Score -1.980105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -19801064.000000 Penalty: 5934.413086
	Iteration 57Q: 3 clusters Score -1.980106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19801068.000000 Penalty: 5934.413086
	Iteration 58Q: 3 clusters Score -1.980107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -19801062.000000 Penalty: 5934.413086
	Iteration 59Q: 3 clusters Score -1.980106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -19801068.000000 Penalty: 5934.413086
	Iteration 60F: 3 clusters Score -1.980107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19801060.000000 Penalty: 5934.413086
	Iteration 61Q: 3 clusters Score -1.980106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19801068.000000 Penalty: 5934.413086
	Iteration 62Q: 3 clusters Score -1.980107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154917 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19801068.000000 Penalty: 5934.413086
	Iteration 63Q: 3 clusters Score -1.980107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19801068.000000 Penalty: 5934.413086
	Iteration 64Q: 3 clusters Score -1.980107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154928 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19801080.000000 Penalty: 5934.413086
	Iteration 65Q: 3 clusters Score -1.980108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -19801078.000000 Penalty: 5934.413086
	Iteration 66Q: 3 clusters Score -1.980108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -19801076.000000 Penalty: 5934.413086
	Iteration 67Q: 3 clusters Score -1.980108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -19801078.000000 Penalty: 5934.413086
	Iteration 68Q: 3 clusters Score -1.980108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -19801078.000000 Penalty: 5934.413086
	Iteration 69F: 3 clusters Score -1.980108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27981.591797 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27981.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28269.197266 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28269.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28419.640625 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -28419.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28512.384766 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28512.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28591.166016 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28591.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28716.761719 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28716.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28961.697266 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28973.138672 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28973.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28973.138672 Penalty: 2820.739746
	Iteration 8F: 3 clusters Score -28973.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155553 members 
Entering Unmasked Estep 
Score: -19655972.000000 Penalty: 2964.775879
	Iteration 0F: 2 clusters Score -1.965597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -19554640.000000 Penalty: 5929.551758
	Iteration 0F: 3 clusters Score -1.955464e+07 nChanged 74384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -19597174.000000 Penalty: 5929.551758
	Iteration 1F: 3 clusters Score -1.959717e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -19598458.000000 Penalty: 5929.551758
	Iteration 2Q: 3 clusters Score -1.959846e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -19600204.000000 Penalty: 5929.551758
	Iteration 3Q: 3 clusters Score -1.96002e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -19602896.000000 Penalty: 5929.551758
	Iteration 4Q: 3 clusters Score -1.96029e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -19606996.000000 Penalty: 5929.551758
	Iteration 5Q: 3 clusters Score -1.9607e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -19612990.000000 Penalty: 5929.551758
	Iteration 6F: 3 clusters Score -1.961299e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -19620644.000000 Penalty: 5929.551758
	Iteration 7F: 3 clusters Score -1.962064e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -19628488.000000 Penalty: 5929.551758
	Iteration 8F: 3 clusters Score -1.962849e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126525 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -19635250.000000 Penalty: 5929.551758
	Iteration 9F: 3 clusters Score -1.963525e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133007 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -19640322.000000 Penalty: 5929.551758
	Iteration 10Q: 3 clusters Score -1.964032e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138308 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -19644204.000000 Penalty: 5929.551758
	Iteration 11Q: 3 clusters Score -1.96442e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -19647290.000000 Penalty: 5929.551758
	Iteration 12Q: 3 clusters Score -1.964729e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -19649380.000000 Penalty: 5929.551758
	Iteration 13Q: 3 clusters Score -1.964938e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148722 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -19650836.000000 Penalty: 5929.551758
	Iteration 14Q: 3 clusters Score -1.965084e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -19651756.000000 Penalty: 5929.551758
	Iteration 15Q: 3 clusters Score -1.965176e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -19652490.000000 Penalty: 5929.551758
	Iteration 16Q: 3 clusters Score -1.965249e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19652954.000000 Penalty: 5929.551758
	Iteration 17Q: 3 clusters Score -1.965295e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19653196.000000 Penalty: 5929.551758
	Iteration 18Q: 3 clusters Score -1.96532e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19653316.000000 Penalty: 5929.551758
	Iteration 19Q: 3 clusters Score -1.965332e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19653444.000000 Penalty: 5929.551758
	Iteration 20F: 3 clusters Score -1.965344e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19653504.000000 Penalty: 5929.551758
	Iteration 21Q: 3 clusters Score -1.96535e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19653598.000000 Penalty: 5929.551758
	Iteration 22Q: 3 clusters Score -1.96536e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19653578.000000 Penalty: 5929.551758
	Iteration 23Q: 3 clusters Score -1.965358e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19653616.000000 Penalty: 5929.551758
	Iteration 24Q: 3 clusters Score -1.965362e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19653648.000000 Penalty: 5929.551758
	Iteration 25Q: 3 clusters Score -1.965365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154643 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19653652.000000 Penalty: 5929.551758
	Iteration 26Q: 3 clusters Score -1.965365e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19653668.000000 Penalty: 5929.551758
	Iteration 27Q: 3 clusters Score -1.965367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19653668.000000 Penalty: 5929.551758
	Iteration 28Q: 3 clusters Score -1.965367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19653678.000000 Penalty: 5929.551758
	Iteration 29Q: 3 clusters Score -1.965368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19653682.000000 Penalty: 5929.551758
	Iteration 30Q: 3 clusters Score -1.965368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -19653702.000000 Penalty: 5929.551758
	Iteration 31Q: 3 clusters Score -1.96537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19653716.000000 Penalty: 5929.551758
	Iteration 32Q: 3 clusters Score -1.965372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19653716.000000 Penalty: 5929.551758
	Iteration 33Q: 3 clusters Score -1.965372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154733 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19653714.000000 Penalty: 5929.551758
	Iteration 34Q: 3 clusters Score -1.965371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19653728.000000 Penalty: 5929.551758
	Iteration 35Q: 3 clusters Score -1.965373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19653720.000000 Penalty: 5929.551758
	Iteration 36Q: 3 clusters Score -1.965372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19653726.000000 Penalty: 5929.551758
	Iteration 37Q: 3 clusters Score -1.965373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19653710.000000 Penalty: 5929.551758
	Iteration 38Q: 3 clusters Score -1.965371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19653718.000000 Penalty: 5929.551758
	Iteration 39Q: 3 clusters Score -1.965372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19653708.000000 Penalty: 5929.551758
	Iteration 40F: 3 clusters Score -1.965371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19653718.000000 Penalty: 5929.551758
	Iteration 41Q: 3 clusters Score -1.965372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19653718.000000 Penalty: 5929.551758
	Iteration 42F: 3 clusters Score -1.965372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -763023.312500 Penalty: 2173.756348
	Iteration 0F: 2 clusters Score -763023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -757575.687500 Penalty: 4347.512695
	Iteration 0F: 3 clusters Score -757575.7 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -759104.750000 Penalty: 4347.512695
	Iteration 1F: 3 clusters Score -759104.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -759639.000000 Penalty: 4347.512695
	Iteration 2F: 3 clusters Score -759639 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -760152.812500 Penalty: 4347.512695
	Iteration 3F: 3 clusters Score -760152.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -760548.812500 Penalty: 4347.512695
	Iteration 4F: 3 clusters Score -760548.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -760867.250000 Penalty: 4347.512695
	Iteration 5F: 3 clusters Score -760867.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -761090.875000 Penalty: 4347.512695
	Iteration 6F: 3 clusters Score -761090.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -761225.375000 Penalty: 4347.512695
	Iteration 7Q: 3 clusters Score -761225.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -761324.000000 Penalty: 4347.512695
	Iteration 8Q: 3 clusters Score -761324 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -761402.875000 Penalty: 4347.512695
	Iteration 9Q: 3 clusters Score -761402.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -761457.187500 Penalty: 4347.512695
	Iteration 10Q: 3 clusters Score -761457.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -761496.875000 Penalty: 4347.512695
	Iteration 11Q: 3 clusters Score -761496.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -761524.125000 Penalty: 4347.512695
	Iteration 12Q: 3 clusters Score -761524.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -761552.750000 Penalty: 4347.512695
	Iteration 13Q: 3 clusters Score -761552.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -761568.125000 Penalty: 4347.512695
	Iteration 14Q: 3 clusters Score -761568.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -761578.625000 Penalty: 4347.512695
	Iteration 15Q: 3 clusters Score -761578.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -761592.625000 Penalty: 4347.512695
	Iteration 16Q: 3 clusters Score -761592.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -761603.312500 Penalty: 4347.512695
	Iteration 17Q: 3 clusters Score -761603.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -761610.250000 Penalty: 4347.512695
	Iteration 18Q: 3 clusters Score -761610.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -761615.875000 Penalty: 4347.512695
	Iteration 19Q: 3 clusters Score -761615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -761619.187500 Penalty: 4347.512695
	Iteration 20F: 3 clusters Score -761619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -761623.125000 Penalty: 4347.512695
	Iteration 21Q: 3 clusters Score -761623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -761626.250000 Penalty: 4347.512695
	Iteration 22Q: 3 clusters Score -761626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -761629.500000 Penalty: 4347.512695
	Iteration 23Q: 3 clusters Score -761629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -761631.562500 Penalty: 4347.512695
	Iteration 24Q: 3 clusters Score -761631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -761632.687500 Penalty: 4347.512695
	Iteration 25Q: 3 clusters Score -761632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -761632.687500 Penalty: 4347.512695
	Iteration 26F: 3 clusters Score -761632.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 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 402 members 
Entering Unmasked Estep 
Score: -82755.531250 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82755.53 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83166.125000 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83166.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83408.085938 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83408.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83752.515625 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -83752.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84535.992188 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -84535.99 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84746.007812 Penalty: 3300.459473
	Iteration 5F: 3 clusters Score -84746.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -84820.359375 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84820.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84867.734375 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84867.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -84883.664062 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -84883.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -84883.664062 Penalty: 3300.459473
	Iteration 9F: 3 clusters Score -84883.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51117 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69235 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176136 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157085 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199113 members 
Mstep: Class 20 contains 197 members 
Entering Unmasked Estep 
Score: -105736536.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105737880.000000 to -105736536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 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 165 members 
Entering Unmasked Estep 
Score: -27901.214844 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27901.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28128.433594 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28128.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28304.509766 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28304.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28328.066406 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28328.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28344.628906 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28344.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28364.779297 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28364.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28373.947266 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28373.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28378.523438 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28378.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28378.523438 Penalty: 2843.737305
	Iteration 8F: 3 clusters Score -28378.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -382509.281250 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -382509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -379259.406250 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -379259.4 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -379892.406250 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -379892.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -380035.812500 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -380035.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -380119.625000 Penalty: 3971.654053
	Iteration 3Q: 3 clusters Score -380119.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380193.000000 Penalty: 3971.654053
	Iteration 4Q: 3 clusters Score -380193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -380266.593750 Penalty: 3971.654053
	Iteration 5Q: 3 clusters Score -380266.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -380320.156250 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -380320.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -380369.812500 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -380369.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -380414.937500 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -380414.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -380453.250000 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -380453.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -380489.468750 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -380489.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -380528.343750 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -380528.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -380573.343750 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -380573.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -380621.812500 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -380621.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -380660.343750 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -380660.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -380694.281250 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -380694.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -380719.718750 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -380719.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -380755.093750 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -380755.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -380778.750000 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -380778.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -380806.156250 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -380806.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -380834.687500 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -380834.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -380859.281250 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -380859.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -380887.906250 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -380887.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -380913.500000 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -380913.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -380938.156250 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -380938.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -380966.281250 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -380966.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -380989.906250 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -380989.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -381011.781250 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -381011.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -381034.625000 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -381034.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -381052.062500 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -381052.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -381069.937500 Penalty: 3971.654053
	Iteration 30Q: 3 clusters Score -381069.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -381081.312500 Penalty: 3971.654053
	Iteration 31Q: 3 clusters Score -381081.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -381091.406250 Penalty: 3971.654053
	Iteration 32Q: 3 clusters Score -381091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -381099.218750 Penalty: 3971.654053
	Iteration 33Q: 3 clusters Score -381099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -381101.062500 Penalty: 3971.654053
	Iteration 34Q: 3 clusters Score -381101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -381101.750000 Penalty: 3971.654053
	Iteration 35Q: 3 clusters Score -381101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -381103.000000 Penalty: 3971.654053
	Iteration 36Q: 3 clusters Score -381103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -381103.593750 Penalty: 3971.654053
	Iteration 37Q: 3 clusters Score -381103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -381104.187500 Penalty: 3971.654053
	Iteration 38Q: 3 clusters Score -381104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -381105.031250 Penalty: 3971.654053
	Iteration 39Q: 3 clusters Score -381105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -381106.312500 Penalty: 3971.654053
	Iteration 40F: 3 clusters Score -381106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -381106.843750 Penalty: 3971.654053
	Iteration 41Q: 3 clusters Score -381106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -381108.250000 Penalty: 3971.654053
	Iteration 42Q: 3 clusters Score -381108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -381109.093750 Penalty: 3971.654053
	Iteration 43Q: 3 clusters Score -381109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -381109.093750 Penalty: 3971.654053
	Iteration 44F: 3 clusters Score -381109.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 294 members 
Entering Unmasked Estep 
Score: -66000.234375 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -66000.23 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66383.882812 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66383.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66586.289062 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66586.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66704.335938 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -66704.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66788.929688 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66788.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66840.992188 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66840.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66895.429688 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66895.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66937.421875 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66937.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66962.843750 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66962.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66977.812500 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -66977.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66987.742188 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -66987.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66992.859375 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -66992.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66995.187500 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -66995.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66995.187500 Penalty: 3176.993408
	Iteration 13F: 3 clusters Score -66995.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Entering Unmasked Estep 
Score: -3778144.500000 Penalty: 2557.651367
	Iteration 0F: 2 clusters Score -3778144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3757331.500000 Penalty: 5115.302734
	Iteration 0F: 3 clusters Score -3757332 nChanged 13697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3764690.500000 Penalty: 5115.302734
	Iteration 1F: 3 clusters Score -3764690 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3765041.250000 Penalty: 5115.302734
	Iteration 2Q: 3 clusters Score -3765041 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3765299.000000 Penalty: 5115.302734
	Iteration 3Q: 3 clusters Score -3765299 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3765528.500000 Penalty: 5115.302734
	Iteration 4Q: 3 clusters Score -3765528 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3765719.250000 Penalty: 5115.302734
	Iteration 5Q: 3 clusters Score -3765719 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3765871.750000 Penalty: 5115.302734
	Iteration 6Q: 3 clusters Score -3765872 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3766010.250000 Penalty: 5115.302734
	Iteration 7Q: 3 clusters Score -3766010 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3766163.500000 Penalty: 5115.302734
	Iteration 8Q: 3 clusters Score -3766164 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3766325.500000 Penalty: 5115.302734
	Iteration 9Q: 3 clusters Score -3766326 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3766477.500000 Penalty: 5115.302734
	Iteration 10Q: 3 clusters Score -3766478 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3766708.250000 Penalty: 5115.302734
	Iteration 11Q: 3 clusters Score -3766708 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3766968.250000 Penalty: 5115.302734
	Iteration 12Q: 3 clusters Score -3766968 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3767392.000000 Penalty: 5115.302734
	Iteration 13Q: 3 clusters Score -3767392 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3767976.000000 Penalty: 5115.302734
	Iteration 14Q: 3 clusters Score -3767976 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3768946.500000 Penalty: 5115.302734
	Iteration 15Q: 3 clusters Score -3768946 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3770373.750000 Penalty: 5115.302734
	Iteration 16F: 3 clusters Score -3770374 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3772284.250000 Penalty: 5115.302734
	Iteration 17F: 3 clusters Score -3772284 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3774257.250000 Penalty: 5115.302734
	Iteration 18F: 3 clusters Score -3774257 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3775275.500000 Penalty: 5115.302734
	Iteration 19Q: 3 clusters Score -3775276 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3775652.750000 Penalty: 5115.302734
	Iteration 20F: 3 clusters Score -3775653 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3775825.250000 Penalty: 5115.302734
	Iteration 21Q: 3 clusters Score -3775825 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3775927.250000 Penalty: 5115.302734
	Iteration 22Q: 3 clusters Score -3775927 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3775991.750000 Penalty: 5115.302734
	Iteration 23Q: 3 clusters Score -3775992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3776030.500000 Penalty: 5115.302734
	Iteration 24Q: 3 clusters Score -3776030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3776050.750000 Penalty: 5115.302734
	Iteration 25Q: 3 clusters Score -3776051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3776069.750000 Penalty: 5115.302734
	Iteration 26Q: 3 clusters Score -3776070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3776071.000000 Penalty: 5115.302734
	Iteration 27Q: 3 clusters Score -3776071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3776081.500000 Penalty: 5115.302734
	Iteration 28Q: 3 clusters Score -3776082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3776082.750000 Penalty: 5115.302734
	Iteration 29Q: 3 clusters Score -3776083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3776092.250000 Penalty: 5115.302734
	Iteration 30Q: 3 clusters Score -3776092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3776096.500000 Penalty: 5115.302734
	Iteration 31Q: 3 clusters Score -3776096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3776097.000000 Penalty: 5115.302734
	Iteration 32Q: 3 clusters Score -3776097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3776090.250000 Penalty: 5115.302734
	Iteration 33Q: 3 clusters Score -3776090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3776089.500000 Penalty: 5115.302734
	Iteration 34Q: 3 clusters Score -3776090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3776089.750000 Penalty: 5115.302734
	Iteration 35Q: 3 clusters Score -3776090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3776092.500000 Penalty: 5115.302734
	Iteration 36Q: 3 clusters Score -3776092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3776092.500000 Penalty: 5115.302734
	Iteration 37Q: 3 clusters Score -3776092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3776091.250000 Penalty: 5115.302734
	Iteration 38Q: 3 clusters Score -3776091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3776095.000000 Penalty: 5115.302734
	Iteration 39Q: 3 clusters Score -3776095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3776096.000000 Penalty: 5115.302734
	Iteration 40F: 3 clusters Score -3776096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3776095.250000 Penalty: 5115.302734
	Iteration 41Q: 3 clusters Score -3776095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3776095.500000 Penalty: 5115.302734
	Iteration 42Q: 3 clusters Score -3776096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3776095.250000 Penalty: 5115.302734
	Iteration 43Q: 3 clusters Score -3776095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3776096.500000 Penalty: 5115.302734
	Iteration 44Q: 3 clusters Score -3776096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3776090.750000 Penalty: 5115.302734
	Iteration 45Q: 3 clusters Score -3776091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3776094.000000 Penalty: 5115.302734
	Iteration 46Q: 3 clusters Score -3776094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3776090.250000 Penalty: 5115.302734
	Iteration 47Q: 3 clusters Score -3776090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3776094.000000 Penalty: 5115.302734
	Iteration 48Q: 3 clusters Score -3776094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3776089.500000 Penalty: 5115.302734
	Iteration 49Q: 3 clusters Score -3776090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3776083.750000 Penalty: 5115.302734
	Iteration 50Q: 3 clusters Score -3776084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3776098.500000 Penalty: 5115.302734
	Iteration 51Q: 3 clusters Score -3776098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3776095.000000 Penalty: 5115.302734
	Iteration 52Q: 3 clusters Score -3776095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3776094.750000 Penalty: 5115.302734
	Iteration 53Q: 3 clusters Score -3776095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3776093.500000 Penalty: 5115.302734
	Iteration 54Q: 3 clusters Score -3776094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3776098.750000 Penalty: 5115.302734
	Iteration 55Q: 3 clusters Score -3776099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3776092.750000 Penalty: 5115.302734
	Iteration 56Q: 3 clusters Score -3776093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3776091.250000 Penalty: 5115.302734
	Iteration 57Q: 3 clusters Score -3776091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3776096.750000 Penalty: 5115.302734
	Iteration 58Q: 3 clusters Score -3776097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3776094.250000 Penalty: 5115.302734
	Iteration 59Q: 3 clusters Score -3776094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3776094.750000 Penalty: 5115.302734
	Iteration 60F: 3 clusters Score -3776095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41344.519531 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41344.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41501.437500 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41501.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41532.707031 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41532.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41538.605469 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41538.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41539.300781 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41539.300781 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -41539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199113 members 
Entering Unmasked Estep 
Score: -24967390.000000 Penalty: 3026.003662
	Iteration 0F: 2 clusters Score -2.496739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -24842868.000000 Penalty: 6052.007324
	Iteration 0F: 3 clusters Score -2.484287e+07 nChanged 95835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -24899320.000000 Penalty: 6052.007324
	Iteration 1F: 3 clusters Score -2.489932e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -24901344.000000 Penalty: 6052.007324
	Iteration 2Q: 3 clusters Score -2.490134e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119961 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -24904698.000000 Penalty: 6052.007324
	Iteration 3Q: 3 clusters Score -2.49047e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -24910896.000000 Penalty: 6052.007324
	Iteration 4F: 3 clusters Score -2.49109e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -24921734.000000 Penalty: 6052.007324
	Iteration 5F: 3 clusters Score -2.492173e+07 nChanged 17417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162366 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -24936094.000000 Penalty: 6052.007324
	Iteration 6F: 3 clusters Score -2.493609e+07 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -24950190.000000 Penalty: 6052.007324
	Iteration 7F: 3 clusters Score -2.495019e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190244 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -24958770.000000 Penalty: 6052.007324
	Iteration 8F: 3 clusters Score -2.495877e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195941 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -24962808.000000 Penalty: 6052.007324
	Iteration 9Q: 3 clusters Score -2.496281e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198007 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24964064.000000 Penalty: 6052.007324
	Iteration 10Q: 3 clusters Score -2.496406e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198570 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -24964414.000000 Penalty: 6052.007324
	Iteration 11Q: 3 clusters Score -2.496441e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24964494.000000 Penalty: 6052.007324
	Iteration 12Q: 3 clusters Score -2.496449e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198803 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24964638.000000 Penalty: 6052.007324
	Iteration 13Q: 3 clusters Score -2.496464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24964670.000000 Penalty: 6052.007324
	Iteration 14Q: 3 clusters Score -2.496467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24964686.000000 Penalty: 6052.007324
	Iteration 15Q: 3 clusters Score -2.496469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198860 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24964718.000000 Penalty: 6052.007324
	Iteration 16Q: 3 clusters Score -2.496472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198859 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24964732.000000 Penalty: 6052.007324
	Iteration 17Q: 3 clusters Score -2.496473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24964748.000000 Penalty: 6052.007324
	Iteration 18Q: 3 clusters Score -2.496475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198860 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24964750.000000 Penalty: 6052.007324
	Iteration 19Q: 3 clusters Score -2.496475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198864 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24964744.000000 Penalty: 6052.007324
	Iteration 20F: 3 clusters Score -2.496474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198864 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24964764.000000 Penalty: 6052.007324
	Iteration 21Q: 3 clusters Score -2.496476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198866 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24964762.000000 Penalty: 6052.007324
	Iteration 22Q: 3 clusters Score -2.496476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198864 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24964772.000000 Penalty: 6052.007324
	Iteration 23Q: 3 clusters Score -2.496477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198864 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24964772.000000 Penalty: 6052.007324
	Iteration 24F: 3 clusters Score -2.496477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51117 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69235 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176136 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157085 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737880.000000 Penalty: 64371.320312
Iteration 359Q: 20 clusters Score -1.057379e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51113 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69229 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176156 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157068 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155554 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30137 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737936.000000 Penalty: 64371.320312
Iteration 360F: 20 clusters Score -1.057379e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51104 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69222 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176170 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157045 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30153 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 361Q: 20 clusters Score -1.05738e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51095 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69214 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176171 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157035 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155571 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30177 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 362Q: 20 clusters Score -1.05738e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51088 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69219 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176170 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157023 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155571 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 20 clusters Score -1.057383e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51071 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69219 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176171 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157024 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 6404 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30202 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 364Q: 20 clusters Score -1.057382e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51059 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69217 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176173 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 157023 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738176.000000 Penalty: 64371.320312
Iteration 365Q: 20 clusters Score -1.057382e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51040 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69214 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176184 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 157018 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155576 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30233 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738232.000000 Penalty: 64371.320312
Iteration 366Q: 20 clusters Score -1.057382e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51020 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69207 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176199 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157020 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155567 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30255 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738224.000000 Penalty: 64371.320312
Iteration 367Q: 20 clusters Score -1.057382e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51009 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69203 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176208 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157012 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155566 members 
Mstep: Class 12 contains 6399 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30270 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738176.000000 Penalty: 64371.320312
Iteration 368Q: 20 clusters Score -1.057382e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50997 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69201 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176207 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157020 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155566 members 
Mstep: Class 12 contains 6399 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30286 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738128.000000 Penalty: 64371.320312
Iteration 369Q: 20 clusters Score -1.057381e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50984 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69199 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176211 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157019 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155566 members 
Mstep: Class 12 contains 6399 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30302 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738152.000000 Penalty: 64371.320312
Iteration 370Q: 20 clusters Score -1.057382e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50978 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69203 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176217 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157019 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155565 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30311 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738184.000000 Penalty: 64371.320312
Iteration 371Q: 20 clusters Score -1.057382e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50971 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69202 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176223 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157017 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155569 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30322 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 372Q: 20 clusters Score -1.057382e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50960 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69199 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176229 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157017 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155578 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30333 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199054 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 373Q: 20 clusters Score -1.057383e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50956 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69200 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176235 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 157017 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155572 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30342 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199048 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 374Q: 20 clusters Score -1.057382e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50953 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69202 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176244 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 156998 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155571 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30346 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199057 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 375Q: 20 clusters Score -1.057383e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50949 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69201 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176241 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 156986 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155575 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30360 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 376Q: 20 clusters Score -1.057382e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50943 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69194 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 156970 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155581 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30382 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 377Q: 20 clusters Score -1.057382e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50935 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69188 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176245 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 156954 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155579 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30405 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 378Q: 20 clusters Score -1.057383e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50927 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69191 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176274 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 156937 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155566 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30418 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 379Q: 20 clusters Score -1.057383e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50913 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69191 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176300 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156923 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155555 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30435 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738232.000000 Penalty: 64371.320312
Iteration 380F: 20 clusters Score -1.057382e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50891 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69179 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176337 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156909 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155531 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30455 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738312.000000 Penalty: 64371.320312
Iteration 381Q: 20 clusters Score -1.057383e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50881 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69176 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176359 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156899 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155518 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30476 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738440.000000 Penalty: 64371.320312
Iteration 382Q: 20 clusters Score -1.057384e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50869 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69175 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176369 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156889 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155517 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30489 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 383Q: 20 clusters Score -1.057385e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50867 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69179 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176368 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156885 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155511 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30500 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 384Q: 20 clusters Score -1.057385e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50858 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69177 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176373 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156880 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155509 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30519 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 385Q: 20 clusters Score -1.057385e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50848 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176374 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156877 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155515 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 386Q: 20 clusters Score -1.057385e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50840 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176393 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156865 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155503 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30546 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738360.000000 Penalty: 64371.320312
Iteration 387Q: 20 clusters Score -1.057384e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50829 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69164 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176418 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156848 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155491 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30554 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738536.000000 Penalty: 64371.320312
Iteration 388Q: 20 clusters Score -1.057385e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50822 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176443 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156839 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155474 members 
Mstep: Class 12 contains 6395 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30563 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 389Q: 20 clusters Score -1.057385e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50816 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69166 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176458 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156836 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155475 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30573 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738440.000000 Penalty: 64371.320312
Iteration 390Q: 20 clusters Score -1.057384e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50805 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176470 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156824 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155477 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30575 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 391Q: 20 clusters Score -1.057385e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50798 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176481 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156819 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155469 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30579 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738352.000000 Penalty: 64371.320312
Iteration 392Q: 20 clusters Score -1.057384e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50791 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176486 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156821 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155465 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30583 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738432.000000 Penalty: 64371.320312
Iteration 393Q: 20 clusters Score -1.057384e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50791 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176481 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156815 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155461 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30585 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 394Q: 20 clusters Score -1.057385e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50791 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69164 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176466 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156814 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155473 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30589 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738408.000000 Penalty: 64371.320312
Iteration 395Q: 20 clusters Score -1.057384e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 50788 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176464 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156812 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155488 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30588 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738488.000000 Penalty: 64371.320312
Iteration 396Q: 20 clusters Score -1.057385e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50781 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176474 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156804 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155493 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30594 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738440.000000 Penalty: 64371.320312
Iteration 397Q: 20 clusters Score -1.057384e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50771 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176474 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156810 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155504 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30601 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738416.000000 Penalty: 64371.320312
Iteration 398Q: 20 clusters Score -1.057384e+08 nChanged 71
Entering ConstructFrom: 
Score: -105738416.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -148273.921875 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -148273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146168.656250 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -146168.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -146546.156250 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -146546.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146752.843750 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -146752.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146895.421875 Penalty: 3531.740479
	Iteration 3F: 3 clusters Score -146895.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -146976.406250 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -146976.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -147029.437500 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -147029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -147085.328125 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -147085.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -147119.203125 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -147119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -147144.296875 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -147144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -147156.187500 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -147156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -147168.937500 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -147168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -147177.000000 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -147177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -147182.968750 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -147183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -147186.437500 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -147186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147189.546875 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -147189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147192.250000 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -147192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147192.250000 Penalty: 3531.740479
	Iteration 16F: 3 clusters Score -147192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Entering Unmasked Estep 
Score: -6418691.500000 Penalty: 2687.051270
	Iteration 0F: 2 clusters Score -6418692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -6384424.000000 Penalty: 5374.102539
	Iteration 0F: 3 clusters Score -6384424 nChanged 23400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6397558.000000 Penalty: 5374.102539
	Iteration 1F: 3 clusters Score -6397558 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -6398335.500000 Penalty: 5374.102539
	Iteration 2Q: 3 clusters Score -6398336 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6399130.000000 Penalty: 5374.102539
	Iteration 3Q: 3 clusters Score -6399130 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6400195.000000 Penalty: 5374.102539
	Iteration 4Q: 3 clusters Score -6400195 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6401614.000000 Penalty: 5374.102539
	Iteration 5F: 3 clusters Score -6401614 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6403551.500000 Penalty: 5374.102539
	Iteration 6F: 3 clusters Score -6403552 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -6405678.000000 Penalty: 5374.102539
	Iteration 7F: 3 clusters Score -6405678 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -6407695.000000 Penalty: 5374.102539
	Iteration 8F: 3 clusters Score -6407695 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -6409341.000000 Penalty: 5374.102539
	Iteration 9F: 3 clusters Score -6409341 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -6410523.500000 Penalty: 5374.102539
	Iteration 10Q: 3 clusters Score -6410524 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -6411364.500000 Penalty: 5374.102539
	Iteration 11Q: 3 clusters Score -6411364 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -6411827.000000 Penalty: 5374.102539
	Iteration 12Q: 3 clusters Score -6411827 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -6412211.500000 Penalty: 5374.102539
	Iteration 13Q: 3 clusters Score -6412212 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -6412479.500000 Penalty: 5374.102539
	Iteration 14Q: 3 clusters Score -6412480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -6412724.500000 Penalty: 5374.102539
	Iteration 15Q: 3 clusters Score -6412724 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -6412987.500000 Penalty: 5374.102539
	Iteration 16Q: 3 clusters Score -6412988 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -6413239.500000 Penalty: 5374.102539
	Iteration 17Q: 3 clusters Score -6413240 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -6413487.000000 Penalty: 5374.102539
	Iteration 18Q: 3 clusters Score -6413487 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6413723.500000 Penalty: 5374.102539
	Iteration 19Q: 3 clusters Score -6413724 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -6413972.000000 Penalty: 5374.102539
	Iteration 20F: 3 clusters Score -6413972 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -6414156.500000 Penalty: 5374.102539
	Iteration 21Q: 3 clusters Score -6414156 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6414341.500000 Penalty: 5374.102539
	Iteration 22Q: 3 clusters Score -6414342 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -6414500.500000 Penalty: 5374.102539
	Iteration 23Q: 3 clusters Score -6414500 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -6414643.500000 Penalty: 5374.102539
	Iteration 24Q: 3 clusters Score -6414644 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -6414795.500000 Penalty: 5374.102539
	Iteration 25Q: 3 clusters Score -6414796 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -6414945.500000 Penalty: 5374.102539
	Iteration 26Q: 3 clusters Score -6414946 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6415082.000000 Penalty: 5374.102539
	Iteration 27Q: 3 clusters Score -6415082 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6415229.500000 Penalty: 5374.102539
	Iteration 28Q: 3 clusters Score -6415230 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6415318.000000 Penalty: 5374.102539
	Iteration 29Q: 3 clusters Score -6415318 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6415454.000000 Penalty: 5374.102539
	Iteration 30Q: 3 clusters Score -6415454 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -6415573.500000 Penalty: 5374.102539
	Iteration 31Q: 3 clusters Score -6415574 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6415728.500000 Penalty: 5374.102539
	Iteration 32Q: 3 clusters Score -6415728 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6415846.000000 Penalty: 5374.102539
	Iteration 33Q: 3 clusters Score -6415846 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6415950.000000 Penalty: 5374.102539
	Iteration 34Q: 3 clusters Score -6415950 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6416056.000000 Penalty: 5374.102539
	Iteration 35Q: 3 clusters Score -6416056 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6416131.500000 Penalty: 5374.102539
	Iteration 36Q: 3 clusters Score -6416132 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6416192.500000 Penalty: 5374.102539
	Iteration 37Q: 3 clusters Score -6416192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6416244.500000 Penalty: 5374.102539
	Iteration 38Q: 3 clusters Score -6416244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -6416268.500000 Penalty: 5374.102539
	Iteration 39Q: 3 clusters Score -6416268 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6416264.500000 Penalty: 5374.102539
	Iteration 40F: 3 clusters Score -6416264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6416292.500000 Penalty: 5374.102539
	Iteration 41Q: 3 clusters Score -6416292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6416338.000000 Penalty: 5374.102539
	Iteration 42Q: 3 clusters Score -6416338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6416364.500000 Penalty: 5374.102539
	Iteration 43Q: 3 clusters Score -6416364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6416389.500000 Penalty: 5374.102539
	Iteration 44Q: 3 clusters Score -6416390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6416399.000000 Penalty: 5374.102539
	Iteration 45Q: 3 clusters Score -6416399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6416409.500000 Penalty: 5374.102539
	Iteration 46Q: 3 clusters Score -6416410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6416421.500000 Penalty: 5374.102539
	Iteration 47Q: 3 clusters Score -6416422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6416435.500000 Penalty: 5374.102539
	Iteration 48Q: 3 clusters Score -6416436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6416451.000000 Penalty: 5374.102539
	Iteration 49Q: 3 clusters Score -6416451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6416484.500000 Penalty: 5374.102539
	Iteration 50Q: 3 clusters Score -6416484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6416495.000000 Penalty: 5374.102539
	Iteration 51Q: 3 clusters Score -6416495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6416511.500000 Penalty: 5374.102539
	Iteration 52Q: 3 clusters Score -6416512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6416519.000000 Penalty: 5374.102539
	Iteration 53Q: 3 clusters Score -6416519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6416521.500000 Penalty: 5374.102539
	Iteration 54Q: 3 clusters Score -6416522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6416527.000000 Penalty: 5374.102539
	Iteration 55Q: 3 clusters Score -6416527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6416526.500000 Penalty: 5374.102539
	Iteration 56Q: 3 clusters Score -6416526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6416524.000000 Penalty: 5374.102539
	Iteration 57Q: 3 clusters Score -6416524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6416531.000000 Penalty: 5374.102539
	Iteration 58Q: 3 clusters Score -6416531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6416538.500000 Penalty: 5374.102539
	Iteration 59Q: 3 clusters Score -6416538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6416537.500000 Penalty: 5374.102539
	Iteration 60F: 3 clusters Score -6416538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6416542.000000 Penalty: 5374.102539
	Iteration 61Q: 3 clusters Score -6416542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6416546.500000 Penalty: 5374.102539
	Iteration 62Q: 3 clusters Score -6416546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6416552.000000 Penalty: 5374.102539
	Iteration 63Q: 3 clusters Score -6416552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6416549.500000 Penalty: 5374.102539
	Iteration 64Q: 3 clusters Score -6416550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6416548.500000 Penalty: 5374.102539
	Iteration 65Q: 3 clusters Score -6416548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6416544.500000 Penalty: 5374.102539
	Iteration 66Q: 3 clusters Score -6416544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6416552.000000 Penalty: 5374.102539
	Iteration 67Q: 3 clusters Score -6416552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6416553.500000 Penalty: 5374.102539
	Iteration 68Q: 3 clusters Score -6416554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6416556.500000 Penalty: 5374.102539
	Iteration 69Q: 3 clusters Score -6416556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6416553.000000 Penalty: 5374.102539
	Iteration 70Q: 3 clusters Score -6416553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6416560.500000 Penalty: 5374.102539
	Iteration 71Q: 3 clusters Score -6416560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6416561.000000 Penalty: 5374.102539
	Iteration 72Q: 3 clusters Score -6416561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6416557.000000 Penalty: 5374.102539
	Iteration 73Q: 3 clusters Score -6416557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6416559.500000 Penalty: 5374.102539
	Iteration 74Q: 3 clusters Score -6416560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6416559.500000 Penalty: 5374.102539
	Iteration 75Q: 3 clusters Score -6416560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6416559.500000 Penalty: 5374.102539
	Iteration 76Q: 3 clusters Score -6416560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6416561.500000 Penalty: 5374.102539
	Iteration 77Q: 3 clusters Score -6416562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6416570.000000 Penalty: 5374.102539
	Iteration 78Q: 3 clusters Score -6416570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6416568.000000 Penalty: 5374.102539
	Iteration 79Q: 3 clusters Score -6416568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6416571.500000 Penalty: 5374.102539
	Iteration 80F: 3 clusters Score -6416572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6416568.500000 Penalty: 5374.102539
	Iteration 81Q: 3 clusters Score -6416568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6416579.500000 Penalty: 5374.102539
	Iteration 82Q: 3 clusters Score -6416580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6416591.000000 Penalty: 5374.102539
	Iteration 83Q: 3 clusters Score -6416591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6416594.500000 Penalty: 5374.102539
	Iteration 84Q: 3 clusters Score -6416594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6416593.000000 Penalty: 5374.102539
	Iteration 85Q: 3 clusters Score -6416593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6416597.500000 Penalty: 5374.102539
	Iteration 86Q: 3 clusters Score -6416598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6416603.500000 Penalty: 5374.102539
	Iteration 87Q: 3 clusters Score -6416604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6416609.000000 Penalty: 5374.102539
	Iteration 88Q: 3 clusters Score -6416609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6416605.500000 Penalty: 5374.102539
	Iteration 89Q: 3 clusters Score -6416606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6416605.500000 Penalty: 5374.102539
	Iteration 90F: 3 clusters Score -6416606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -207976.390625 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -207976.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -205576.984375 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -205577 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206031.875000 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -206031.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -206340.046875 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -206340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -206656.890625 Penalty: 3717.788818
	Iteration 3F: 3 clusters Score -206656.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -207057.187500 Penalty: 3717.788818
	Iteration 4F: 3 clusters Score -207057.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -207396.765625 Penalty: 3717.788818
	Iteration 5F: 3 clusters Score -207396.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -207558.921875 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -207558.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -207618.187500 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -207618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -207647.781250 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -207647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -207665.328125 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -207665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -207676.781250 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -207676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -207683.781250 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -207683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -207688.781250 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -207688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -207691.343750 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -207691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -207696.218750 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -207696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -207697.296875 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -207697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -207697.296875 Penalty: 3717.788818
	Iteration 16F: 3 clusters Score -207697.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -189636.703125 Penalty: 1820.205322
	Iteration 0F: 2 clusters Score -189636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -187299.046875 Penalty: 3640.410645
	Iteration 0F: 3 clusters Score -187299 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -187674.265625 Penalty: 3640.410645
	Iteration 1F: 3 clusters Score -187674.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187772.234375 Penalty: 3640.410645
	Iteration 2F: 3 clusters Score -187772.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -187827.312500 Penalty: 3640.410645
	Iteration 3Q: 3 clusters Score -187827.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187859.781250 Penalty: 3640.410645
	Iteration 4Q: 3 clusters Score -187859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -187879.359375 Penalty: 3640.410645
	Iteration 5Q: 3 clusters Score -187879.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -187899.968750 Penalty: 3640.410645
	Iteration 6Q: 3 clusters Score -187900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -187916.984375 Penalty: 3640.410645
	Iteration 7Q: 3 clusters Score -187917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -187924.906250 Penalty: 3640.410645
	Iteration 8Q: 3 clusters Score -187924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187928.921875 Penalty: 3640.410645
	Iteration 9Q: 3 clusters Score -187928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -187930.453125 Penalty: 3640.410645
	Iteration 10Q: 3 clusters Score -187930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -187930.453125 Penalty: 3640.410645
	Iteration 11F: 3 clusters Score -187930.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Entering Unmasked Estep 
Score: -8429467.000000 Penalty: 2763.788330
	Iteration 0F: 2 clusters Score -8429467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -8382983.000000 Penalty: 5527.576660
	Iteration 0F: 3 clusters Score -8382983 nChanged 32411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -8401258.000000 Penalty: 5527.576660
	Iteration 1F: 3 clusters Score -8401258 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -8401775.000000 Penalty: 5527.576660
	Iteration 2Q: 3 clusters Score -8401775 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -8402278.000000 Penalty: 5527.576660
	Iteration 3Q: 3 clusters Score -8402278 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -8402829.000000 Penalty: 5527.576660
	Iteration 4Q: 3 clusters Score -8402829 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -8403700.000000 Penalty: 5527.576660
	Iteration 5Q: 3 clusters Score -8403700 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -8405214.000000 Penalty: 5527.576660
	Iteration 6Q: 3 clusters Score -8405214 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -8407660.000000 Penalty: 5527.576660
	Iteration 7F: 3 clusters Score -8407660 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -8411552.000000 Penalty: 5527.576660
	Iteration 8F: 3 clusters Score -8411552 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -8416342.000000 Penalty: 5527.576660
	Iteration 9F: 3 clusters Score -8416342 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -8420644.000000 Penalty: 5527.576660
	Iteration 10F: 3 clusters Score -8420644 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8423451.000000 Penalty: 5527.576660
	Iteration 11Q: 3 clusters Score -8423451 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8425190.000000 Penalty: 5527.576660
	Iteration 12Q: 3 clusters Score -8425190 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8426014.000000 Penalty: 5527.576660
	Iteration 13Q: 3 clusters Score -8426014 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8426487.000000 Penalty: 5527.576660
	Iteration 14Q: 3 clusters Score -8426487 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8426740.000000 Penalty: 5527.576660
	Iteration 15Q: 3 clusters Score -8426740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8426911.000000 Penalty: 5527.576660
	Iteration 16Q: 3 clusters Score -8426911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8426973.000000 Penalty: 5527.576660
	Iteration 17Q: 3 clusters Score -8426973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8427018.000000 Penalty: 5527.576660
	Iteration 18Q: 3 clusters Score -8427018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8427034.000000 Penalty: 5527.576660
	Iteration 19Q: 3 clusters Score -8427034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8427054.000000 Penalty: 5527.576660
	Iteration 20F: 3 clusters Score -8427054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8427063.000000 Penalty: 5527.576660
	Iteration 21Q: 3 clusters Score -8427063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8427077.000000 Penalty: 5527.576660
	Iteration 22Q: 3 clusters Score -8427077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8427083.000000 Penalty: 5527.576660
	Iteration 23Q: 3 clusters Score -8427083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8427090.000000 Penalty: 5527.576660
	Iteration 24Q: 3 clusters Score -8427090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8427086.000000 Penalty: 5527.576660
	Iteration 25Q: 3 clusters Score -8427086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8427094.000000 Penalty: 5527.576660
	Iteration 26Q: 3 clusters Score -8427094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8427087.000000 Penalty: 5527.576660
	Iteration 27Q: 3 clusters Score -8427087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8427097.000000 Penalty: 5527.576660
	Iteration 28Q: 3 clusters Score -8427097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8427106.000000 Penalty: 5527.576660
	Iteration 29Q: 3 clusters Score -8427106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8427101.000000 Penalty: 5527.576660
	Iteration 30Q: 3 clusters Score -8427101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8427101.000000 Penalty: 5527.576660
	Iteration 31F: 3 clusters Score -8427101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 338 members 
Entering Unmasked Estep 
Score: -67434.796875 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67434.8 nChanged 183
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: -68050.164062 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -68050.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68440.765625 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68440.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68629.617188 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68629.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68715.601562 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -68715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68786.539062 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -68786.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68910.539062 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -68910.54 nChanged 21
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: -68996.507812 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -68996.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69087.515625 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -69087.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69150.140625 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -69150.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69213.703125 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -69213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69266.281250 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -69266.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69279.437500 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -69279.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69286.742188 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -69286.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69290.414062 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -69290.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69290.414062 Penalty: 3230.562256
	Iteration 15F: 3 clusters Score -69290.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 385 members 
Mstep: Class 7 contains 176478 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156806 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155509 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30607 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199045 members 
Mstep: Class 20 contains 289 members 
Entering Unmasked Estep 
Score: -105737096.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105738416.000000 to -105737096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (176478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Entering Unmasked Estep 
Score: -22112730.000000 Penalty: 2996.075928
	Iteration 0F: 2 clusters Score -2.211273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -21998744.000000 Penalty: 5992.151855
	Iteration 0F: 3 clusters Score -2.199874e+07 nChanged 84525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -22048286.000000 Penalty: 5992.151855
	Iteration 1F: 3 clusters Score -2.204829e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -22049652.000000 Penalty: 5992.151855
	Iteration 2Q: 3 clusters Score -2.204965e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -22051040.000000 Penalty: 5992.151855
	Iteration 3Q: 3 clusters Score -2.205104e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -22053252.000000 Penalty: 5992.151855
	Iteration 4Q: 3 clusters Score -2.205325e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -22056240.000000 Penalty: 5992.151855
	Iteration 5Q: 3 clusters Score -2.205624e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -22060470.000000 Penalty: 5992.151855
	Iteration 6Q: 3 clusters Score -2.206047e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -22067126.000000 Penalty: 5992.151855
	Iteration 7F: 3 clusters Score -2.206713e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -22076652.000000 Penalty: 5992.151855
	Iteration 8F: 3 clusters Score -2.207665e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -22085610.000000 Penalty: 5992.151855
	Iteration 9F: 3 clusters Score -2.208561e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -22090056.000000 Penalty: 5992.151855
	Iteration 10F: 3 clusters Score -2.209006e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -22091790.000000 Penalty: 5992.151855
	Iteration 11Q: 3 clusters Score -2.209179e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -22092646.000000 Penalty: 5992.151855
	Iteration 12Q: 3 clusters Score -2.209265e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -22093366.000000 Penalty: 5992.151855
	Iteration 13Q: 3 clusters Score -2.209337e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -22094248.000000 Penalty: 5992.151855
	Iteration 14Q: 3 clusters Score -2.209425e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -22095092.000000 Penalty: 5992.151855
	Iteration 15Q: 3 clusters Score -2.209509e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -22095978.000000 Penalty: 5992.151855
	Iteration 16Q: 3 clusters Score -2.209598e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -22096858.000000 Penalty: 5992.151855
	Iteration 17Q: 3 clusters Score -2.209686e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -22097700.000000 Penalty: 5992.151855
	Iteration 18Q: 3 clusters Score -2.20977e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 112230 members 
Entering Unmasked Estep 
Score: -22098536.000000 Penalty: 5992.151855
	Iteration 19Q: 3 clusters Score -2.209854e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -22099342.000000 Penalty: 5992.151855
	Iteration 20F: 3 clusters Score -2.209934e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -22100118.000000 Penalty: 5992.151855
	Iteration 21Q: 3 clusters Score -2.210012e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -22100748.000000 Penalty: 5992.151855
	Iteration 22Q: 3 clusters Score -2.210075e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -22101456.000000 Penalty: 5992.151855
	Iteration 23Q: 3 clusters Score -2.210146e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 124364 members 
Entering Unmasked Estep 
Score: -22102050.000000 Penalty: 5992.151855
	Iteration 24Q: 3 clusters Score -2.210205e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 126815 members 
Entering Unmasked Estep 
Score: -22102780.000000 Penalty: 5992.151855
	Iteration 25Q: 3 clusters Score -2.210278e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 129228 members 
Entering Unmasked Estep 
Score: -22103494.000000 Penalty: 5992.151855
	Iteration 26Q: 3 clusters Score -2.210349e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 131685 members 
Entering Unmasked Estep 
Score: -22104232.000000 Penalty: 5992.151855
	Iteration 27Q: 3 clusters Score -2.210423e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -22105204.000000 Penalty: 5992.151855
	Iteration 28Q: 3 clusters Score -2.21052e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 136617 members 
Entering Unmasked Estep 
Score: -22105902.000000 Penalty: 5992.151855
	Iteration 29Q: 3 clusters Score -2.21059e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 138994 members 
Entering Unmasked Estep 
Score: -22106526.000000 Penalty: 5992.151855
	Iteration 30Q: 3 clusters Score -2.210653e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 141284 members 
Entering Unmasked Estep 
Score: -22106998.000000 Penalty: 5992.151855
	Iteration 31Q: 3 clusters Score -2.2107e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 143467 members 
Entering Unmasked Estep 
Score: -22107764.000000 Penalty: 5992.151855
	Iteration 32Q: 3 clusters Score -2.210776e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 145604 members 
Entering Unmasked Estep 
Score: -22108324.000000 Penalty: 5992.151855
	Iteration 33Q: 3 clusters Score -2.210832e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -22109016.000000 Penalty: 5992.151855
	Iteration 34Q: 3 clusters Score -2.210902e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -22109386.000000 Penalty: 5992.151855
	Iteration 35Q: 3 clusters Score -2.210939e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 151518 members 
Entering Unmasked Estep 
Score: -22109928.000000 Penalty: 5992.151855
	Iteration 36Q: 3 clusters Score -2.210993e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -22110476.000000 Penalty: 5992.151855
	Iteration 37Q: 3 clusters Score -2.211048e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -22110866.000000 Penalty: 5992.151855
	Iteration 38Q: 3 clusters Score -2.211087e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -22111186.000000 Penalty: 5992.151855
	Iteration 39Q: 3 clusters Score -2.211119e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -22111352.000000 Penalty: 5992.151855
	Iteration 40F: 3 clusters Score -2.211135e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 158926 members 
Entering Unmasked Estep 
Score: -22111564.000000 Penalty: 5992.151855
	Iteration 41Q: 3 clusters Score -2.211156e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -22111744.000000 Penalty: 5992.151855
	Iteration 42Q: 3 clusters Score -2.211174e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -22111886.000000 Penalty: 5992.151855
	Iteration 43Q: 3 clusters Score -2.211189e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -22111932.000000 Penalty: 5992.151855
	Iteration 44Q: 3 clusters Score -2.211193e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -22111902.000000 Penalty: 5992.151855
	Iteration 45Q: 3 clusters Score -2.21119e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 163591 members 
Entering Unmasked Estep 
Score: -22111944.000000 Penalty: 5992.151855
	Iteration 46Q: 3 clusters Score -2.211194e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -22112066.000000 Penalty: 5992.151855
	Iteration 47Q: 3 clusters Score -2.211207e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -22112132.000000 Penalty: 5992.151855
	Iteration 48Q: 3 clusters Score -2.211213e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -22112124.000000 Penalty: 5992.151855
	Iteration 49Q: 3 clusters Score -2.211212e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -22112146.000000 Penalty: 5992.151855
	Iteration 50Q: 3 clusters Score -2.211215e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 166773 members 
Entering Unmasked Estep 
Score: -22112148.000000 Penalty: 5992.151855
	Iteration 51Q: 3 clusters Score -2.211215e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 167234 members 
Entering Unmasked Estep 
Score: -22112140.000000 Penalty: 5992.151855
	Iteration 52Q: 3 clusters Score -2.211214e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 167633 members 
Entering Unmasked Estep 
Score: -22112114.000000 Penalty: 5992.151855
	Iteration 53Q: 3 clusters Score -2.211211e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 167995 members 
Entering Unmasked Estep 
Score: -22112054.000000 Penalty: 5992.151855
	Iteration 54Q: 3 clusters Score -2.211205e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -22112106.000000 Penalty: 5992.151855
	Iteration 55Q: 3 clusters Score -2.211211e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -22112074.000000 Penalty: 5992.151855
	Iteration 56Q: 3 clusters Score -2.211207e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -22112124.000000 Penalty: 5992.151855
	Iteration 57Q: 3 clusters Score -2.211212e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 169239 members 
Entering Unmasked Estep 
Score: -22112152.000000 Penalty: 5992.151855
	Iteration 58Q: 3 clusters Score -2.211215e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 169476 members 
Entering Unmasked Estep 
Score: -22112124.000000 Penalty: 5992.151855
	Iteration 59Q: 3 clusters Score -2.211212e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 169672 members 
Entering Unmasked Estep 
Score: -22112104.000000 Penalty: 5992.151855
	Iteration 60F: 3 clusters Score -2.21121e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -22112086.000000 Penalty: 5992.151855
	Iteration 61Q: 3 clusters Score -2.211209e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -22112080.000000 Penalty: 5992.151855
	Iteration 62Q: 3 clusters Score -2.211208e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -22112088.000000 Penalty: 5992.151855
	Iteration 63Q: 3 clusters Score -2.211209e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 170336 members 
Entering Unmasked Estep 
Score: -22112132.000000 Penalty: 5992.151855
	Iteration 64Q: 3 clusters Score -2.211213e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 170467 members 
Entering Unmasked Estep 
Score: -22112108.000000 Penalty: 5992.151855
	Iteration 65Q: 3 clusters Score -2.211211e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 170596 members 
Entering Unmasked Estep 
Score: -22112134.000000 Penalty: 5992.151855
	Iteration 66Q: 3 clusters Score -2.211213e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 170726 members 
Entering Unmasked Estep 
Score: -22112160.000000 Penalty: 5992.151855
	Iteration 67Q: 3 clusters Score -2.211216e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 170842 members 
Entering Unmasked Estep 
Score: -22112148.000000 Penalty: 5992.151855
	Iteration 68Q: 3 clusters Score -2.211215e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 170941 members 
Entering Unmasked Estep 
Score: -22112112.000000 Penalty: 5992.151855
	Iteration 69Q: 3 clusters Score -2.211211e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -22112114.000000 Penalty: 5992.151855
	Iteration 70Q: 3 clusters Score -2.211211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 171103 members 
Entering Unmasked Estep 
Score: -22112116.000000 Penalty: 5992.151855
	Iteration 71Q: 3 clusters Score -2.211212e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 171161 members 
Entering Unmasked Estep 
Score: -22112104.000000 Penalty: 5992.151855
	Iteration 72Q: 3 clusters Score -2.21121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -22112122.000000 Penalty: 5992.151855
	Iteration 73Q: 3 clusters Score -2.211212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -22112148.000000 Penalty: 5992.151855
	Iteration 74Q: 3 clusters Score -2.211215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -22112150.000000 Penalty: 5992.151855
	Iteration 75Q: 3 clusters Score -2.211215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 171310 members 
Entering Unmasked Estep 
Score: -22112152.000000 Penalty: 5992.151855
	Iteration 76Q: 3 clusters Score -2.211215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 171331 members 
Entering Unmasked Estep 
Score: -22112110.000000 Penalty: 5992.151855
	Iteration 77Q: 3 clusters Score -2.211211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 171351 members 
Entering Unmasked Estep 
Score: -22112126.000000 Penalty: 5992.151855
	Iteration 78Q: 3 clusters Score -2.211213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -22112132.000000 Penalty: 5992.151855
	Iteration 79Q: 3 clusters Score -2.211213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -22112118.000000 Penalty: 5992.151855
	Iteration 80F: 3 clusters Score -2.211212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -22112130.000000 Penalty: 5992.151855
	Iteration 81Q: 3 clusters Score -2.211213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 171433 members 
Entering Unmasked Estep 
Score: -22112122.000000 Penalty: 5992.151855
	Iteration 82Q: 3 clusters Score -2.211212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 171455 members 
Entering Unmasked Estep 
Score: -22112116.000000 Penalty: 5992.151855
	Iteration 83Q: 3 clusters Score -2.211212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -22112122.000000 Penalty: 5992.151855
	Iteration 84Q: 3 clusters Score -2.211212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -22112126.000000 Penalty: 5992.151855
	Iteration 85Q: 3 clusters Score -2.211213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 171513 members 
Entering Unmasked Estep 
Score: -22112126.000000 Penalty: 5992.151855
	Iteration 86Q: 3 clusters Score -2.211213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -22112132.000000 Penalty: 5992.151855
	Iteration 87Q: 3 clusters Score -2.211213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -22112138.000000 Penalty: 5992.151855
	Iteration 88Q: 3 clusters Score -2.211214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -22112150.000000 Penalty: 5992.151855
	Iteration 89Q: 3 clusters Score -2.211215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -22112116.000000 Penalty: 5992.151855
	Iteration 90Q: 3 clusters Score -2.211212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -22112106.000000 Penalty: 5992.151855
	Iteration 91Q: 3 clusters Score -2.211211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -22112086.000000 Penalty: 5992.151855
	Iteration 92Q: 3 clusters Score -2.211209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -22112092.000000 Penalty: 5992.151855
	Iteration 93Q: 3 clusters Score -2.211209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 171733 members 
Entering Unmasked Estep 
Score: -22112094.000000 Penalty: 5992.151855
	Iteration 94Q: 3 clusters Score -2.211209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 171748 members 
Entering Unmasked Estep 
Score: -22112090.000000 Penalty: 5992.151855
	Iteration 95Q: 3 clusters Score -2.211209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 171760 members 
Entering Unmasked Estep 
Score: -22112078.000000 Penalty: 5992.151855
	Iteration 96Q: 3 clusters Score -2.211208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -22112076.000000 Penalty: 5992.151855
	Iteration 97Q: 3 clusters Score -2.211208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 171778 members 
Entering Unmasked Estep 
Score: -22112082.000000 Penalty: 5992.151855
	Iteration 98Q: 3 clusters Score -2.211208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -22112102.000000 Penalty: 5992.151855
	Iteration 99Q: 3 clusters Score -2.21121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -22112088.000000 Penalty: 5992.151855
	Iteration 100F: 3 clusters Score -2.211209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -22112098.000000 Penalty: 5992.151855
	Iteration 101Q: 3 clusters Score -2.21121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -22112078.000000 Penalty: 5992.151855
	Iteration 102Q: 3 clusters Score -2.211208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 171823 members 
Entering Unmasked Estep 
Score: -22112076.000000 Penalty: 5992.151855
	Iteration 103Q: 3 clusters Score -2.211208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 171832 members 
Entering Unmasked Estep 
Score: -22112058.000000 Penalty: 5992.151855
	Iteration 104Q: 3 clusters Score -2.211206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -22112068.000000 Penalty: 5992.151855
	Iteration 105Q: 3 clusters Score -2.211207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 171852 members 
Entering Unmasked Estep 
Score: -22112060.000000 Penalty: 5992.151855
	Iteration 106Q: 3 clusters Score -2.211206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -22112060.000000 Penalty: 5992.151855
	Iteration 107Q: 3 clusters Score -2.211206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -22112048.000000 Penalty: 5992.151855
	Iteration 108Q: 3 clusters Score -2.211205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 171888 members 
Entering Unmasked Estep 
Score: -22112062.000000 Penalty: 5992.151855
	Iteration 109Q: 3 clusters Score -2.211206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 171898 members 
Entering Unmasked Estep 
Score: -22112044.000000 Penalty: 5992.151855
	Iteration 110Q: 3 clusters Score -2.211204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -22112064.000000 Penalty: 5992.151855
	Iteration 111Q: 3 clusters Score -2.211206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -22112054.000000 Penalty: 5992.151855
	Iteration 112Q: 3 clusters Score -2.211205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -22112040.000000 Penalty: 5992.151855
	Iteration 113Q: 3 clusters Score -2.211204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -22112052.000000 Penalty: 5992.151855
	Iteration 114Q: 3 clusters Score -2.211205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -22112076.000000 Penalty: 5992.151855
	Iteration 115Q: 3 clusters Score -2.211208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 171930 members 
Entering Unmasked Estep 
Score: -22112054.000000 Penalty: 5992.151855
	Iteration 116Q: 3 clusters Score -2.211205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -22112062.000000 Penalty: 5992.151855
	Iteration 117Q: 3 clusters Score -2.211206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 171941 members 
Entering Unmasked Estep 
Score: -22112076.000000 Penalty: 5992.151855
	Iteration 118Q: 3 clusters Score -2.211208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -22112078.000000 Penalty: 5992.151855
	Iteration 119Q: 3 clusters Score -2.211208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -22112070.000000 Penalty: 5992.151855
	Iteration 120F: 3 clusters Score -2.211207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -22112070.000000 Penalty: 5992.151855
	Iteration 121Q: 3 clusters Score -2.211207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 171958 members 
Entering Unmasked Estep 
Score: -22112068.000000 Penalty: 5992.151855
	Iteration 122Q: 3 clusters Score -2.211207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -22112082.000000 Penalty: 5992.151855
	Iteration 123Q: 3 clusters Score -2.211208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -22112090.000000 Penalty: 5992.151855
	Iteration 124Q: 3 clusters Score -2.211209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -22112090.000000 Penalty: 5992.151855
	Iteration 125F: 3 clusters Score -2.211209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -186428.203125 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -186428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184124.578125 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -184124.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184597.031250 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -184597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184807.812500 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -184807.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -184916.015625 Penalty: 3651.872070
	Iteration 3F: 3 clusters Score -184916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185007.281250 Penalty: 3651.872070
	Iteration 4Q: 3 clusters Score -185007.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -185109.546875 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -185109.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -185232.968750 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -185233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -185390.750000 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -185390.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185563.437500 Penalty: 3651.872070
	Iteration 8F: 3 clusters Score -185563.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -185707.265625 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -185707.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185824.671875 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -185824.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185899.062500 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -185899.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -185981.000000 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -185981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186056.062500 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -186056.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186084.031250 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -186084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186104.187500 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -186104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186122.906250 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -186122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186129.953125 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -186130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186131.609375 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -186131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186132.187500 Penalty: 3651.872070
	Iteration 19Q: 3 clusters Score -186132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186133.359375 Penalty: 3651.872070
	Iteration 20F: 3 clusters Score -186133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Entering Unmasked Estep 
Score: -19768542.000000 Penalty: 2966.765625
	Iteration 0F: 2 clusters Score -1.976854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -19666832.000000 Penalty: 5933.531250
	Iteration 0F: 3 clusters Score -1.966683e+07 nChanged 74687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -19710354.000000 Penalty: 5933.531250
	Iteration 1F: 3 clusters Score -1.971035e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -19711448.000000 Penalty: 5933.531250
	Iteration 2Q: 3 clusters Score -1.971145e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -19712756.000000 Penalty: 5933.531250
	Iteration 3Q: 3 clusters Score -1.971276e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -19714768.000000 Penalty: 5933.531250
	Iteration 4Q: 3 clusters Score -1.971477e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -19717280.000000 Penalty: 5933.531250
	Iteration 5Q: 3 clusters Score -1.971728e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -19720812.000000 Penalty: 5933.531250
	Iteration 6Q: 3 clusters Score -1.972081e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -19726066.000000 Penalty: 5933.531250
	Iteration 7F: 3 clusters Score -1.972607e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -19732884.000000 Penalty: 5933.531250
	Iteration 8F: 3 clusters Score -1.973288e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -19740270.000000 Penalty: 5933.531250
	Iteration 9F: 3 clusters Score -1.974027e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -19745390.000000 Penalty: 5933.531250
	Iteration 10F: 3 clusters Score -1.974539e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -19747378.000000 Penalty: 5933.531250
	Iteration 11Q: 3 clusters Score -1.974738e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -19748236.000000 Penalty: 5933.531250
	Iteration 12Q: 3 clusters Score -1.974824e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -19748648.000000 Penalty: 5933.531250
	Iteration 13Q: 3 clusters Score -1.974865e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -19749078.000000 Penalty: 5933.531250
	Iteration 14Q: 3 clusters Score -1.974908e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -19749398.000000 Penalty: 5933.531250
	Iteration 15Q: 3 clusters Score -1.97494e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -19749614.000000 Penalty: 5933.531250
	Iteration 16Q: 3 clusters Score -1.974961e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -19750020.000000 Penalty: 5933.531250
	Iteration 17Q: 3 clusters Score -1.975002e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -19750358.000000 Penalty: 5933.531250
	Iteration 18Q: 3 clusters Score -1.975036e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -19750624.000000 Penalty: 5933.531250
	Iteration 19Q: 3 clusters Score -1.975062e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -19750904.000000 Penalty: 5933.531250
	Iteration 20F: 3 clusters Score -1.97509e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -19751170.000000 Penalty: 5933.531250
	Iteration 21Q: 3 clusters Score -1.975117e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -19751350.000000 Penalty: 5933.531250
	Iteration 22Q: 3 clusters Score -1.975135e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -19751522.000000 Penalty: 5933.531250
	Iteration 23Q: 3 clusters Score -1.975152e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -19751726.000000 Penalty: 5933.531250
	Iteration 24Q: 3 clusters Score -1.975173e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -19751880.000000 Penalty: 5933.531250
	Iteration 25Q: 3 clusters Score -1.975188e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -19752158.000000 Penalty: 5933.531250
	Iteration 26Q: 3 clusters Score -1.975216e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -19752266.000000 Penalty: 5933.531250
	Iteration 27Q: 3 clusters Score -1.975227e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -19752454.000000 Penalty: 5933.531250
	Iteration 28Q: 3 clusters Score -1.975245e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -19752598.000000 Penalty: 5933.531250
	Iteration 29Q: 3 clusters Score -1.97526e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -19752748.000000 Penalty: 5933.531250
	Iteration 30Q: 3 clusters Score -1.975275e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -19752852.000000 Penalty: 5933.531250
	Iteration 31Q: 3 clusters Score -1.975285e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -19752958.000000 Penalty: 5933.531250
	Iteration 32Q: 3 clusters Score -1.975296e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -19753074.000000 Penalty: 5933.531250
	Iteration 33Q: 3 clusters Score -1.975307e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -19753192.000000 Penalty: 5933.531250
	Iteration 34Q: 3 clusters Score -1.975319e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -19753282.000000 Penalty: 5933.531250
	Iteration 35Q: 3 clusters Score -1.975328e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -19753442.000000 Penalty: 5933.531250
	Iteration 36Q: 3 clusters Score -1.975344e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -19753556.000000 Penalty: 5933.531250
	Iteration 37Q: 3 clusters Score -1.975356e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -19753736.000000 Penalty: 5933.531250
	Iteration 38Q: 3 clusters Score -1.975374e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -19753928.000000 Penalty: 5933.531250
	Iteration 39Q: 3 clusters Score -1.975393e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -19754012.000000 Penalty: 5933.531250
	Iteration 40F: 3 clusters Score -1.975401e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -19754250.000000 Penalty: 5933.531250
	Iteration 41Q: 3 clusters Score -1.975425e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -19754458.000000 Penalty: 5933.531250
	Iteration 42Q: 3 clusters Score -1.975446e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -19754668.000000 Penalty: 5933.531250
	Iteration 43Q: 3 clusters Score -1.975467e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -19754928.000000 Penalty: 5933.531250
	Iteration 44Q: 3 clusters Score -1.975493e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -19755240.000000 Penalty: 5933.531250
	Iteration 45Q: 3 clusters Score -1.975524e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -19755480.000000 Penalty: 5933.531250
	Iteration 46Q: 3 clusters Score -1.975548e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -19755772.000000 Penalty: 5933.531250
	Iteration 47Q: 3 clusters Score -1.975577e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -19756112.000000 Penalty: 5933.531250
	Iteration 48Q: 3 clusters Score -1.975611e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -19756406.000000 Penalty: 5933.531250
	Iteration 49Q: 3 clusters Score -1.975641e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122851 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -19756764.000000 Penalty: 5933.531250
	Iteration 50Q: 3 clusters Score -1.975676e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -19757154.000000 Penalty: 5933.531250
	Iteration 51Q: 3 clusters Score -1.975715e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -19757660.000000 Penalty: 5933.531250
	Iteration 52Q: 3 clusters Score -1.975766e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128018 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -19758248.000000 Penalty: 5933.531250
	Iteration 53Q: 3 clusters Score -1.975825e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -19758772.000000 Penalty: 5933.531250
	Iteration 54Q: 3 clusters Score -1.975877e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131901 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -19759420.000000 Penalty: 5933.531250
	Iteration 55Q: 3 clusters Score -1.975942e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -19760122.000000 Penalty: 5933.531250
	Iteration 56Q: 3 clusters Score -1.976012e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -19760868.000000 Penalty: 5933.531250
	Iteration 57Q: 3 clusters Score -1.976087e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137951 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -19761508.000000 Penalty: 5933.531250
	Iteration 58Q: 3 clusters Score -1.976151e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -19762360.000000 Penalty: 5933.531250
	Iteration 59Q: 3 clusters Score -1.976236e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141987 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -19763144.000000 Penalty: 5933.531250
	Iteration 60F: 3 clusters Score -1.976314e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -19763892.000000 Penalty: 5933.531250
	Iteration 61Q: 3 clusters Score -1.976389e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145781 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -19764518.000000 Penalty: 5933.531250
	Iteration 62Q: 3 clusters Score -1.976452e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -19765134.000000 Penalty: 5933.531250
	Iteration 63Q: 3 clusters Score -1.976513e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -19765494.000000 Penalty: 5933.531250
	Iteration 64Q: 3 clusters Score -1.976549e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -19765812.000000 Penalty: 5933.531250
	Iteration 65Q: 3 clusters Score -1.976581e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -19765974.000000 Penalty: 5933.531250
	Iteration 66Q: 3 clusters Score -1.976597e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -19766132.000000 Penalty: 5933.531250
	Iteration 67Q: 3 clusters Score -1.976613e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -19766252.000000 Penalty: 5933.531250
	Iteration 68Q: 3 clusters Score -1.976625e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -19766290.000000 Penalty: 5933.531250
	Iteration 69Q: 3 clusters Score -1.976629e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153535 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -19766370.000000 Penalty: 5933.531250
	Iteration 70Q: 3 clusters Score -1.976637e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19766478.000000 Penalty: 5933.531250
	Iteration 71Q: 3 clusters Score -1.976648e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19766500.000000 Penalty: 5933.531250
	Iteration 72Q: 3 clusters Score -1.97665e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -19766566.000000 Penalty: 5933.531250
	Iteration 73Q: 3 clusters Score -1.976657e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154483 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -19766554.000000 Penalty: 5933.531250
	Iteration 74Q: 3 clusters Score -1.976655e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -19766552.000000 Penalty: 5933.531250
	Iteration 75Q: 3 clusters Score -1.976655e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19766592.000000 Penalty: 5933.531250
	Iteration 76Q: 3 clusters Score -1.976659e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -19766582.000000 Penalty: 5933.531250
	Iteration 77Q: 3 clusters Score -1.976658e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19766564.000000 Penalty: 5933.531250
	Iteration 78Q: 3 clusters Score -1.976656e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19766566.000000 Penalty: 5933.531250
	Iteration 79Q: 3 clusters Score -1.976657e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -19766568.000000 Penalty: 5933.531250
	Iteration 80F: 3 clusters Score -1.976657e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19766578.000000 Penalty: 5933.531250
	Iteration 81Q: 3 clusters Score -1.976658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19766566.000000 Penalty: 5933.531250
	Iteration 82Q: 3 clusters Score -1.976657e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19766538.000000 Penalty: 5933.531250
	Iteration 83Q: 3 clusters Score -1.976654e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -19766506.000000 Penalty: 5933.531250
	Iteration 84Q: 3 clusters Score -1.976651e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19766510.000000 Penalty: 5933.531250
	Iteration 85Q: 3 clusters Score -1.976651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19766504.000000 Penalty: 5933.531250
	Iteration 86Q: 3 clusters Score -1.97665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19766510.000000 Penalty: 5933.531250
	Iteration 87Q: 3 clusters Score -1.976651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155452 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -19766518.000000 Penalty: 5933.531250
	Iteration 88Q: 3 clusters Score -1.976652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -19766532.000000 Penalty: 5933.531250
	Iteration 89Q: 3 clusters Score -1.976653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19766524.000000 Penalty: 5933.531250
	Iteration 90Q: 3 clusters Score -1.976652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19766520.000000 Penalty: 5933.531250
	Iteration 91Q: 3 clusters Score -1.976652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19766506.000000 Penalty: 5933.531250
	Iteration 92Q: 3 clusters Score -1.976651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19766506.000000 Penalty: 5933.531250
	Iteration 93Q: 3 clusters Score -1.976651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19766530.000000 Penalty: 5933.531250
	Iteration 94Q: 3 clusters Score -1.976653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19766534.000000 Penalty: 5933.531250
	Iteration 95Q: 3 clusters Score -1.976653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19766526.000000 Penalty: 5933.531250
	Iteration 96Q: 3 clusters Score -1.976653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19766532.000000 Penalty: 5933.531250
	Iteration 97Q: 3 clusters Score -1.976653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19766548.000000 Penalty: 5933.531250
	Iteration 98Q: 3 clusters Score -1.976655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19766530.000000 Penalty: 5933.531250
	Iteration 99Q: 3 clusters Score -1.976653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19766514.000000 Penalty: 5933.531250
	Iteration 100F: 3 clusters Score -1.976651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19766512.000000 Penalty: 5933.531250
	Iteration 101Q: 3 clusters Score -1.976651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155589 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19766518.000000 Penalty: 5933.531250
	Iteration 102Q: 3 clusters Score -1.976652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19766526.000000 Penalty: 5933.531250
	Iteration 103Q: 3 clusters Score -1.976653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19766520.000000 Penalty: 5933.531250
	Iteration 104Q: 3 clusters Score -1.976652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19766526.000000 Penalty: 5933.531250
	Iteration 105Q: 3 clusters Score -1.976653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19766522.000000 Penalty: 5933.531250
	Iteration 106Q: 3 clusters Score -1.976652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19766524.000000 Penalty: 5933.531250
	Iteration 107Q: 3 clusters Score -1.976652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155622 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19766516.000000 Penalty: 5933.531250
	Iteration 108Q: 3 clusters Score -1.976652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19766524.000000 Penalty: 5933.531250
	Iteration 109Q: 3 clusters Score -1.976652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19766512.000000 Penalty: 5933.531250
	Iteration 110Q: 3 clusters Score -1.976651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155629 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -19766510.000000 Penalty: 5933.531250
	Iteration 111Q: 3 clusters Score -1.976651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -19766522.000000 Penalty: 5933.531250
	Iteration 112Q: 3 clusters Score -1.976652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19766508.000000 Penalty: 5933.531250
	Iteration 113Q: 3 clusters Score -1.976651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19766500.000000 Penalty: 5933.531250
	Iteration 114Q: 3 clusters Score -1.97665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19766504.000000 Penalty: 5933.531250
	Iteration 115Q: 3 clusters Score -1.97665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155636 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19766510.000000 Penalty: 5933.531250
	Iteration 116Q: 3 clusters Score -1.976651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -19766518.000000 Penalty: 5933.531250
	Iteration 117Q: 3 clusters Score -1.976652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155644 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19766524.000000 Penalty: 5933.531250
	Iteration 118Q: 3 clusters Score -1.976652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19766526.000000 Penalty: 5933.531250
	Iteration 119Q: 3 clusters Score -1.976653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155653 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19766510.000000 Penalty: 5933.531250
	Iteration 120F: 3 clusters Score -1.976651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155655 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19766514.000000 Penalty: 5933.531250
	Iteration 121Q: 3 clusters Score -1.976651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19766510.000000 Penalty: 5933.531250
	Iteration 122Q: 3 clusters Score -1.976651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155660 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19766518.000000 Penalty: 5933.531250
	Iteration 123Q: 3 clusters Score -1.976652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19766500.000000 Penalty: 5933.531250
	Iteration 124Q: 3 clusters Score -1.97665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155670 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19766492.000000 Penalty: 5933.531250
	Iteration 125Q: 3 clusters Score -1.976649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19766476.000000 Penalty: 5933.531250
	Iteration 126Q: 3 clusters Score -1.976648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19766472.000000 Penalty: 5933.531250
	Iteration 127Q: 3 clusters Score -1.976647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19766472.000000 Penalty: 5933.531250
	Iteration 128F: 3 clusters Score -1.976647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 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 150 members 
Entering Unmasked Estep 
Score: -27947.136719 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27947.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28117.732422 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28117.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28187.664062 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28187.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28255.976562 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28255.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28275.673828 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28275.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28291.861328 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28291.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28304.273438 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28304.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28314.640625 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28314.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28322.416016 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28322.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28331.058594 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -28331.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28331.927734 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -28331.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28336.179688 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -28336.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28343.771484 Penalty: 2820.739746
	Iteration 12Q: 3 clusters Score -28343.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28359.357422 Penalty: 2820.739746
	Iteration 13Q: 3 clusters Score -28359.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28366.117188 Penalty: 2820.739746
	Iteration 14Q: 3 clusters Score -28366.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28377.632812 Penalty: 2820.739746
	Iteration 15Q: 3 clusters Score -28377.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28381.253906 Penalty: 2820.739746
	Iteration 16Q: 3 clusters Score -28381.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28395.693359 Penalty: 2820.739746
	Iteration 17Q: 3 clusters Score -28395.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28411.044922 Penalty: 2820.739746
	Iteration 18Q: 3 clusters Score -28411.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28421.687500 Penalty: 2820.739746
	Iteration 19Q: 3 clusters Score -28421.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28428.162109 Penalty: 2820.739746
	Iteration 20F: 3 clusters Score -28428.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155509 members 
Entering Unmasked Estep 
Score: -19650376.000000 Penalty: 2964.705811
	Iteration 0F: 2 clusters Score -1.965038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -19548832.000000 Penalty: 5929.411621
	Iteration 0F: 3 clusters Score -1.954883e+07 nChanged 74531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -19592942.000000 Penalty: 5929.411621
	Iteration 1F: 3 clusters Score -1.959294e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -19594326.000000 Penalty: 5929.411621
	Iteration 2Q: 3 clusters Score -1.959433e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -19595966.000000 Penalty: 5929.411621
	Iteration 3Q: 3 clusters Score -1.959597e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -19598630.000000 Penalty: 5929.411621
	Iteration 4Q: 3 clusters Score -1.959863e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
Score: -19602036.000000 Penalty: 5929.411621
	Iteration 5Q: 3 clusters Score -1.960204e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -19607358.000000 Penalty: 5929.411621
	Iteration 6F: 3 clusters Score -1.960736e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -19614490.000000 Penalty: 5929.411621
	Iteration 7F: 3 clusters Score -1.961449e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -19621952.000000 Penalty: 5929.411621
	Iteration 8F: 3 clusters Score -1.962195e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -19626482.000000 Penalty: 5929.411621
	Iteration 9F: 3 clusters Score -1.962648e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -19628310.000000 Penalty: 5929.411621
	Iteration 10Q: 3 clusters Score -1.962831e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -19628960.000000 Penalty: 5929.411621
	Iteration 11Q: 3 clusters Score -1.962896e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -19629280.000000 Penalty: 5929.411621
	Iteration 12Q: 3 clusters Score -1.962928e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -19629572.000000 Penalty: 5929.411621
	Iteration 13Q: 3 clusters Score -1.962957e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -19629750.000000 Penalty: 5929.411621
	Iteration 14Q: 3 clusters Score -1.962975e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -19630116.000000 Penalty: 5929.411621
	Iteration 15Q: 3 clusters Score -1.963012e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -19630502.000000 Penalty: 5929.411621
	Iteration 16Q: 3 clusters Score -1.96305e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -19630810.000000 Penalty: 5929.411621
	Iteration 17Q: 3 clusters Score -1.963081e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -19631122.000000 Penalty: 5929.411621
	Iteration 18Q: 3 clusters Score -1.963112e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -19631670.000000 Penalty: 5929.411621
	Iteration 19Q: 3 clusters Score -1.963167e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -19632010.000000 Penalty: 5929.411621
	Iteration 20F: 3 clusters Score -1.963201e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -19632284.000000 Penalty: 5929.411621
	Iteration 21Q: 3 clusters Score -1.963228e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -19632686.000000 Penalty: 5929.411621
	Iteration 22Q: 3 clusters Score -1.963269e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -19633134.000000 Penalty: 5929.411621
	Iteration 23Q: 3 clusters Score -1.963313e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -19633542.000000 Penalty: 5929.411621
	Iteration 24Q: 3 clusters Score -1.963354e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -19634140.000000 Penalty: 5929.411621
	Iteration 25Q: 3 clusters Score -1.963414e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -19634654.000000 Penalty: 5929.411621
	Iteration 26Q: 3 clusters Score -1.963465e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -19635132.000000 Penalty: 5929.411621
	Iteration 27Q: 3 clusters Score -1.963513e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -19635626.000000 Penalty: 5929.411621
	Iteration 28Q: 3 clusters Score -1.963563e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -19635852.000000 Penalty: 5929.411621
	Iteration 29Q: 3 clusters Score -1.963585e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -19636244.000000 Penalty: 5929.411621
	Iteration 30Q: 3 clusters Score -1.963624e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -19636512.000000 Penalty: 5929.411621
	Iteration 31Q: 3 clusters Score -1.963651e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -19636848.000000 Penalty: 5929.411621
	Iteration 32Q: 3 clusters Score -1.963685e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -19637122.000000 Penalty: 5929.411621
	Iteration 33Q: 3 clusters Score -1.963712e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -19637570.000000 Penalty: 5929.411621
	Iteration 34Q: 3 clusters Score -1.963757e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -19638026.000000 Penalty: 5929.411621
	Iteration 35Q: 3 clusters Score -1.963803e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -19638392.000000 Penalty: 5929.411621
	Iteration 36Q: 3 clusters Score -1.963839e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -19638802.000000 Penalty: 5929.411621
	Iteration 37Q: 3 clusters Score -1.96388e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -19639190.000000 Penalty: 5929.411621
	Iteration 38Q: 3 clusters Score -1.963919e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -19639730.000000 Penalty: 5929.411621
	Iteration 39Q: 3 clusters Score -1.963973e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117944 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -19640234.000000 Penalty: 5929.411621
	Iteration 40F: 3 clusters Score -1.964023e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -19640846.000000 Penalty: 5929.411621
	Iteration 41Q: 3 clusters Score -1.964085e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -19641438.000000 Penalty: 5929.411621
	Iteration 42Q: 3 clusters Score -1.964144e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124178 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -19641972.000000 Penalty: 5929.411621
	Iteration 43Q: 3 clusters Score -1.964197e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -19642602.000000 Penalty: 5929.411621
	Iteration 44Q: 3 clusters Score -1.96426e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -19643012.000000 Penalty: 5929.411621
	Iteration 45Q: 3 clusters Score -1.964301e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -19643516.000000 Penalty: 5929.411621
	Iteration 46Q: 3 clusters Score -1.964352e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -19644040.000000 Penalty: 5929.411621
	Iteration 47Q: 3 clusters Score -1.964404e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133773 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -19644658.000000 Penalty: 5929.411621
	Iteration 48Q: 3 clusters Score -1.964466e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135542 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -19645164.000000 Penalty: 5929.411621
	Iteration 49Q: 3 clusters Score -1.964516e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -19645640.000000 Penalty: 5929.411621
	Iteration 50Q: 3 clusters Score -1.964564e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -19646206.000000 Penalty: 5929.411621
	Iteration 51Q: 3 clusters Score -1.964621e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140181 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -19646642.000000 Penalty: 5929.411621
	Iteration 52Q: 3 clusters Score -1.964664e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -19647080.000000 Penalty: 5929.411621
	Iteration 53Q: 3 clusters Score -1.964708e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -19647410.000000 Penalty: 5929.411621
	Iteration 54Q: 3 clusters Score -1.964741e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -19647780.000000 Penalty: 5929.411621
	Iteration 55Q: 3 clusters Score -1.964778e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144917 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -19648168.000000 Penalty: 5929.411621
	Iteration 56Q: 3 clusters Score -1.964817e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -19648414.000000 Penalty: 5929.411621
	Iteration 57Q: 3 clusters Score -1.964841e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146716 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -19648588.000000 Penalty: 5929.411621
	Iteration 58Q: 3 clusters Score -1.964859e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -19648672.000000 Penalty: 5929.411621
	Iteration 59Q: 3 clusters Score -1.964867e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -19648750.000000 Penalty: 5929.411621
	Iteration 60F: 3 clusters Score -1.964875e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148645 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -19648844.000000 Penalty: 5929.411621
	Iteration 61Q: 3 clusters Score -1.964884e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -19648942.000000 Penalty: 5929.411621
	Iteration 62Q: 3 clusters Score -1.964894e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -19648982.000000 Penalty: 5929.411621
	Iteration 63Q: 3 clusters Score -1.964898e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150005 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -19649042.000000 Penalty: 5929.411621
	Iteration 64Q: 3 clusters Score -1.964904e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -19649080.000000 Penalty: 5929.411621
	Iteration 65Q: 3 clusters Score -1.964908e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -19649122.000000 Penalty: 5929.411621
	Iteration 66Q: 3 clusters Score -1.964912e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -19649212.000000 Penalty: 5929.411621
	Iteration 67Q: 3 clusters Score -1.964921e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -19649160.000000 Penalty: 5929.411621
	Iteration 68Q: 3 clusters Score -1.964916e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -19649130.000000 Penalty: 5929.411621
	Iteration 69Q: 3 clusters Score -1.964913e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -19649116.000000 Penalty: 5929.411621
	Iteration 70Q: 3 clusters Score -1.964912e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -19649142.000000 Penalty: 5929.411621
	Iteration 71Q: 3 clusters Score -1.964914e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -19649144.000000 Penalty: 5929.411621
	Iteration 72Q: 3 clusters Score -1.964914e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -19649130.000000 Penalty: 5929.411621
	Iteration 73Q: 3 clusters Score -1.964913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19649140.000000 Penalty: 5929.411621
	Iteration 74Q: 3 clusters Score -1.964914e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19649134.000000 Penalty: 5929.411621
	Iteration 75Q: 3 clusters Score -1.964913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19649138.000000 Penalty: 5929.411621
	Iteration 76Q: 3 clusters Score -1.964914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152127 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -19649158.000000 Penalty: 5929.411621
	Iteration 77Q: 3 clusters Score -1.964916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152144 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -19649170.000000 Penalty: 5929.411621
	Iteration 78Q: 3 clusters Score -1.964917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -19649156.000000 Penalty: 5929.411621
	Iteration 79Q: 3 clusters Score -1.964916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -19649174.000000 Penalty: 5929.411621
	Iteration 80F: 3 clusters Score -1.964917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -19649146.000000 Penalty: 5929.411621
	Iteration 81Q: 3 clusters Score -1.964915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152211 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -19649142.000000 Penalty: 5929.411621
	Iteration 82Q: 3 clusters Score -1.964914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -19649154.000000 Penalty: 5929.411621
	Iteration 83Q: 3 clusters Score -1.964915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -19649148.000000 Penalty: 5929.411621
	Iteration 84Q: 3 clusters Score -1.964915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152246 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -19649142.000000 Penalty: 5929.411621
	Iteration 85Q: 3 clusters Score -1.964914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -19649146.000000 Penalty: 5929.411621
	Iteration 86Q: 3 clusters Score -1.964915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -19649128.000000 Penalty: 5929.411621
	Iteration 87Q: 3 clusters Score -1.964913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -19649146.000000 Penalty: 5929.411621
	Iteration 88Q: 3 clusters Score -1.964915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -19649142.000000 Penalty: 5929.411621
	Iteration 89Q: 3 clusters Score -1.964914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -19649142.000000 Penalty: 5929.411621
	Iteration 90Q: 3 clusters Score -1.964914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152332 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19649132.000000 Penalty: 5929.411621
	Iteration 91Q: 3 clusters Score -1.964913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -19649146.000000 Penalty: 5929.411621
	Iteration 92Q: 3 clusters Score -1.964915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -19649142.000000 Penalty: 5929.411621
	Iteration 93Q: 3 clusters Score -1.964914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -19649140.000000 Penalty: 5929.411621
	Iteration 94Q: 3 clusters Score -1.964914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152375 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -19649132.000000 Penalty: 5929.411621
	Iteration 95Q: 3 clusters Score -1.964913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -19649120.000000 Penalty: 5929.411621
	Iteration 96Q: 3 clusters Score -1.964912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -19649102.000000 Penalty: 5929.411621
	Iteration 97Q: 3 clusters Score -1.96491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19649092.000000 Penalty: 5929.411621
	Iteration 98Q: 3 clusters Score -1.964909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -19649090.000000 Penalty: 5929.411621
	Iteration 99Q: 3 clusters Score -1.964909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152448 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -19649090.000000 Penalty: 5929.411621
	Iteration 100F: 3 clusters Score -1.964909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19649086.000000 Penalty: 5929.411621
	Iteration 101Q: 3 clusters Score -1.964909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -19649070.000000 Penalty: 5929.411621
	Iteration 102Q: 3 clusters Score -1.964907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -19649088.000000 Penalty: 5929.411621
	Iteration 103Q: 3 clusters Score -1.964909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -19649090.000000 Penalty: 5929.411621
	Iteration 104Q: 3 clusters Score -1.964909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -19649096.000000 Penalty: 5929.411621
	Iteration 105Q: 3 clusters Score -1.96491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -19649084.000000 Penalty: 5929.411621
	Iteration 106Q: 3 clusters Score -1.964908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -19649084.000000 Penalty: 5929.411621
	Iteration 107Q: 3 clusters Score -1.964908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -19649098.000000 Penalty: 5929.411621
	Iteration 108Q: 3 clusters Score -1.96491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -19649102.000000 Penalty: 5929.411621
	Iteration 109Q: 3 clusters Score -1.96491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19649094.000000 Penalty: 5929.411621
	Iteration 110Q: 3 clusters Score -1.964909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19649098.000000 Penalty: 5929.411621
	Iteration 111Q: 3 clusters Score -1.96491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -19649104.000000 Penalty: 5929.411621
	Iteration 112Q: 3 clusters Score -1.96491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -19649100.000000 Penalty: 5929.411621
	Iteration 113Q: 3 clusters Score -1.96491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19649102.000000 Penalty: 5929.411621
	Iteration 114Q: 3 clusters Score -1.96491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -19649090.000000 Penalty: 5929.411621
	Iteration 115Q: 3 clusters Score -1.964909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152785 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -19649092.000000 Penalty: 5929.411621
	Iteration 116Q: 3 clusters Score -1.964909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -19649090.000000 Penalty: 5929.411621
	Iteration 117Q: 3 clusters Score -1.964909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19649108.000000 Penalty: 5929.411621
	Iteration 118Q: 3 clusters Score -1.964911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19649096.000000 Penalty: 5929.411621
	Iteration 119Q: 3 clusters Score -1.96491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152831 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -19649088.000000 Penalty: 5929.411621
	Iteration 120F: 3 clusters Score -1.964909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -19649078.000000 Penalty: 5929.411621
	Iteration 121Q: 3 clusters Score -1.964908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152862 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -19649082.000000 Penalty: 5929.411621
	Iteration 122Q: 3 clusters Score -1.964908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19649070.000000 Penalty: 5929.411621
	Iteration 123Q: 3 clusters Score -1.964907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152876 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19649068.000000 Penalty: 5929.411621
	Iteration 124Q: 3 clusters Score -1.964907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -19649066.000000 Penalty: 5929.411621
	Iteration 125Q: 3 clusters Score -1.964907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152886 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19649060.000000 Penalty: 5929.411621
	Iteration 126Q: 3 clusters Score -1.964906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152890 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19649066.000000 Penalty: 5929.411621
	Iteration 127Q: 3 clusters Score -1.964907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -19649058.000000 Penalty: 5929.411621
	Iteration 128Q: 3 clusters Score -1.964906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19649070.000000 Penalty: 5929.411621
	Iteration 129Q: 3 clusters Score -1.964907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19649068.000000 Penalty: 5929.411621
	Iteration 130Q: 3 clusters Score -1.964907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19649064.000000 Penalty: 5929.411621
	Iteration 131Q: 3 clusters Score -1.964906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19649064.000000 Penalty: 5929.411621
	Iteration 132F: 3 clusters Score -1.964906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -761485.000000 Penalty: 2173.252441
	Iteration 0F: 2 clusters Score -761485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -756067.562500 Penalty: 4346.504883
	Iteration 0F: 3 clusters Score -756067.6 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -757438.187500 Penalty: 4346.504883
	Iteration 1F: 3 clusters Score -757438.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -757651.750000 Penalty: 4346.504883
	Iteration 2F: 3 clusters Score -757651.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -757845.250000 Penalty: 4346.504883
	Iteration 3Q: 3 clusters Score -757845.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -758095.312500 Penalty: 4346.504883
	Iteration 4Q: 3 clusters Score -758095.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -758358.000000 Penalty: 4346.504883
	Iteration 5F: 3 clusters Score -758358 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -758593.687500 Penalty: 4346.504883
	Iteration 6F: 3 clusters Score -758593.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -758805.375000 Penalty: 4346.504883
	Iteration 7F: 3 clusters Score -758805.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -759026.562500 Penalty: 4346.504883
	Iteration 8Q: 3 clusters Score -759026.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -759249.187500 Penalty: 4346.504883
	Iteration 9Q: 3 clusters Score -759249.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -759437.687500 Penalty: 4346.504883
	Iteration 10Q: 3 clusters Score -759437.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -759601.062500 Penalty: 4346.504883
	Iteration 11Q: 3 clusters Score -759601.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -759726.062500 Penalty: 4346.504883
	Iteration 12Q: 3 clusters Score -759726.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -759815.187500 Penalty: 4346.504883
	Iteration 13Q: 3 clusters Score -759815.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -759875.562500 Penalty: 4346.504883
	Iteration 14Q: 3 clusters Score -759875.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -759917.875000 Penalty: 4346.504883
	Iteration 15Q: 3 clusters Score -759917.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -759950.375000 Penalty: 4346.504883
	Iteration 16Q: 3 clusters Score -759950.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -759979.625000 Penalty: 4346.504883
	Iteration 17Q: 3 clusters Score -759979.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -760003.250000 Penalty: 4346.504883
	Iteration 18Q: 3 clusters Score -760003.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -760026.125000 Penalty: 4346.504883
	Iteration 19Q: 3 clusters Score -760026.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -760046.000000 Penalty: 4346.504883
	Iteration 20F: 3 clusters Score -760046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -760060.375000 Penalty: 4346.504883
	Iteration 21Q: 3 clusters Score -760060.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -760071.250000 Penalty: 4346.504883
	Iteration 22Q: 3 clusters Score -760071.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -760078.000000 Penalty: 4346.504883
	Iteration 23Q: 3 clusters Score -760078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -760081.875000 Penalty: 4346.504883
	Iteration 24Q: 3 clusters Score -760081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -760083.687500 Penalty: 4346.504883
	Iteration 25Q: 3 clusters Score -760083.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -760090.875000 Penalty: 4346.504883
	Iteration 26Q: 3 clusters Score -760090.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -760094.187500 Penalty: 4346.504883
	Iteration 27Q: 3 clusters Score -760094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -760098.875000 Penalty: 4346.504883
	Iteration 28Q: 3 clusters Score -760098.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -760102.750000 Penalty: 4346.504883
	Iteration 29Q: 3 clusters Score -760102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -760106.625000 Penalty: 4346.504883
	Iteration 30Q: 3 clusters Score -760106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -760107.875000 Penalty: 4346.504883
	Iteration 31Q: 3 clusters Score -760107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -760109.000000 Penalty: 4346.504883
	Iteration 32Q: 3 clusters Score -760109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -760111.375000 Penalty: 4346.504883
	Iteration 33Q: 3 clusters Score -760111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -760112.625000 Penalty: 4346.504883
	Iteration 34Q: 3 clusters Score -760112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -760115.312500 Penalty: 4346.504883
	Iteration 35Q: 3 clusters Score -760115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -760117.000000 Penalty: 4346.504883
	Iteration 36Q: 3 clusters Score -760117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -760121.625000 Penalty: 4346.504883
	Iteration 37Q: 3 clusters Score -760121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -760124.500000 Penalty: 4346.504883
	Iteration 38Q: 3 clusters Score -760124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -760127.937500 Penalty: 4346.504883
	Iteration 39Q: 3 clusters Score -760127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -760127.250000 Penalty: 4346.504883
	Iteration 40F: 3 clusters Score -760127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82730.898438 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82730.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83098.851562 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83098.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83385.460938 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83385.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83623.976562 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -83623.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83872.031250 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -83872.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84056.062500 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -84056.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84215.695312 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84215.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84240.703125 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84246.921875 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -84246.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84246.921875 Penalty: 3300.459473
	Iteration 9F: 3 clusters Score -84246.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27919.375000 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27919.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28170.054688 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28170.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28361.890625 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -28361.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28551.925781 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -28551.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28706.601562 Penalty: 2843.737305
	Iteration 4F: 3 clusters Score -28706.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28881.845703 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28881.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29012.492188 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -29012.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29093.078125 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -29093.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29201.396484 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -29201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29253.390625 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -29253.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29253.390625 Penalty: 2843.737305
	Iteration 10F: 3 clusters Score -29253.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176478 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156806 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155509 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30607 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199045 members 
Mstep: Class 20 contains 162 members 
Entering Unmasked Estep 
Score: -105736536.000000 Penalty: 67759.281250
Splitting cluster 14 changes total score from -105738416.000000 to -105736536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -382377.125000 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -382377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -379098.093750 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -379098.1 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379781.906250 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -379781.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -379947.656250 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -379947.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -380026.593750 Penalty: 3971.489014
	Iteration 3Q: 3 clusters Score -380026.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -380084.687500 Penalty: 3971.489014
	Iteration 4Q: 3 clusters Score -380084.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -380122.218750 Penalty: 3971.489014
	Iteration 5Q: 3 clusters Score -380122.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -380144.406250 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -380144.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -380164.031250 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -380164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380181.812500 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -380181.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -380199.718750 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -380199.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -380219.062500 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -380219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -380233.125000 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -380233.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380245.937500 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -380245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380258.593750 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -380258.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -380266.937500 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -380266.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380275.250000 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -380275.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -380279.937500 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -380279.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -380286.906250 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -380286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380293.437500 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -380293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -380302.875000 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -380302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -380307.781250 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -380307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -380315.718750 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -380315.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -380323.156250 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -380323.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -380332.875000 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -380332.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -380341.625000 Penalty: 3971.489014
	Iteration 24Q: 3 clusters Score -380341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -380349.937500 Penalty: 3971.489014
	Iteration 25Q: 3 clusters Score -380349.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -380362.000000 Penalty: 3971.489014
	Iteration 26Q: 3 clusters Score -380362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -380376.281250 Penalty: 3971.489014
	Iteration 27Q: 3 clusters Score -380376.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -380395.343750 Penalty: 3971.489014
	Iteration 28Q: 3 clusters Score -380395.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -380411.718750 Penalty: 3971.489014
	Iteration 29Q: 3 clusters Score -380411.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -380429.562500 Penalty: 3971.489014
	Iteration 30Q: 3 clusters Score -380429.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -380445.375000 Penalty: 3971.489014
	Iteration 31Q: 3 clusters Score -380445.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -380461.843750 Penalty: 3971.489014
	Iteration 32Q: 3 clusters Score -380461.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -380474.406250 Penalty: 3971.489014
	Iteration 33Q: 3 clusters Score -380474.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -380485.687500 Penalty: 3971.489014
	Iteration 34Q: 3 clusters Score -380485.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -380497.218750 Penalty: 3971.489014
	Iteration 35Q: 3 clusters Score -380497.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -380507.562500 Penalty: 3971.489014
	Iteration 36Q: 3 clusters Score -380507.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -380519.593750 Penalty: 3971.489014
	Iteration 37Q: 3 clusters Score -380519.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -380539.687500 Penalty: 3971.489014
	Iteration 38Q: 3 clusters Score -380539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -380551.812500 Penalty: 3971.489014
	Iteration 39Q: 3 clusters Score -380551.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -380560.187500 Penalty: 3971.489014
	Iteration 40F: 3 clusters Score -380560.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -380569.812500 Penalty: 3971.489014
	Iteration 41Q: 3 clusters Score -380569.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -380580.468750 Penalty: 3971.489014
	Iteration 42Q: 3 clusters Score -380580.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -380590.625000 Penalty: 3971.489014
	Iteration 43Q: 3 clusters Score -380590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -380598.843750 Penalty: 3971.489014
	Iteration 44Q: 3 clusters Score -380598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -380608.718750 Penalty: 3971.489014
	Iteration 45Q: 3 clusters Score -380608.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -380618.406250 Penalty: 3971.489014
	Iteration 46Q: 3 clusters Score -380618.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -380630.281250 Penalty: 3971.489014
	Iteration 47Q: 3 clusters Score -380630.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -380648.843750 Penalty: 3971.489014
	Iteration 48Q: 3 clusters Score -380648.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -380665.781250 Penalty: 3971.489014
	Iteration 49Q: 3 clusters Score -380665.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -380678.500000 Penalty: 3971.489014
	Iteration 50Q: 3 clusters Score -380678.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -380689.312500 Penalty: 3971.489014
	Iteration 51Q: 3 clusters Score -380689.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -380696.281250 Penalty: 3971.489014
	Iteration 52Q: 3 clusters Score -380696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -380700.406250 Penalty: 3971.489014
	Iteration 53Q: 3 clusters Score -380700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -380708.406250 Penalty: 3971.489014
	Iteration 54Q: 3 clusters Score -380708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -380718.062500 Penalty: 3971.489014
	Iteration 55Q: 3 clusters Score -380718.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -380730.218750 Penalty: 3971.489014
	Iteration 56Q: 3 clusters Score -380730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -380737.250000 Penalty: 3971.489014
	Iteration 57Q: 3 clusters Score -380737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -380744.718750 Penalty: 3971.489014
	Iteration 58Q: 3 clusters Score -380744.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -380754.343750 Penalty: 3971.489014
	Iteration 59Q: 3 clusters Score -380754.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -380768.500000 Penalty: 3971.489014
	Iteration 60F: 3 clusters Score -380768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -380776.156250 Penalty: 3971.489014
	Iteration 61Q: 3 clusters Score -380776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -380782.937500 Penalty: 3971.489014
	Iteration 62Q: 3 clusters Score -380782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -380793.687500 Penalty: 3971.489014
	Iteration 63Q: 3 clusters Score -380793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -380804.812500 Penalty: 3971.489014
	Iteration 64Q: 3 clusters Score -380804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -380817.156250 Penalty: 3971.489014
	Iteration 65Q: 3 clusters Score -380817.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -380825.125000 Penalty: 3971.489014
	Iteration 66Q: 3 clusters Score -380825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -380833.125000 Penalty: 3971.489014
	Iteration 67Q: 3 clusters Score -380833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -380842.875000 Penalty: 3971.489014
	Iteration 68Q: 3 clusters Score -380842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -380852.687500 Penalty: 3971.489014
	Iteration 69Q: 3 clusters Score -380852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -380863.500000 Penalty: 3971.489014
	Iteration 70Q: 3 clusters Score -380863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -380876.093750 Penalty: 3971.489014
	Iteration 71Q: 3 clusters Score -380876.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -380886.718750 Penalty: 3971.489014
	Iteration 72Q: 3 clusters Score -380886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -380900.562500 Penalty: 3971.489014
	Iteration 73Q: 3 clusters Score -380900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -380911.718750 Penalty: 3971.489014
	Iteration 74Q: 3 clusters Score -380911.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -380919.062500 Penalty: 3971.489014
	Iteration 75Q: 3 clusters Score -380919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -380928.718750 Penalty: 3971.489014
	Iteration 76Q: 3 clusters Score -380928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -380936.625000 Penalty: 3971.489014
	Iteration 77Q: 3 clusters Score -380936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -380941.406250 Penalty: 3971.489014
	Iteration 78Q: 3 clusters Score -380941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -380946.125000 Penalty: 3971.489014
	Iteration 79Q: 3 clusters Score -380946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -380950.781250 Penalty: 3971.489014
	Iteration 80F: 3 clusters Score -380950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -380951.750000 Penalty: 3971.489014
	Iteration 81Q: 3 clusters Score -380951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -380951.718750 Penalty: 3971.489014
	Iteration 82Q: 3 clusters Score -380951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -380951.718750 Penalty: 3971.489014
	Iteration 83F: 3 clusters Score -380951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 290 members 
Entering Unmasked Estep 
Score: -65951.593750 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65951.59 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66198.468750 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66198.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66292.523438 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66292.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66372.640625 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -66372.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66458.000000 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66521.796875 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66611.601562 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66611.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66731.046875 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66731.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66826.273438 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66826.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66923.601562 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -66923.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66989.156250 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -66989.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67061.976562 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -67061.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67092.335938 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -67092.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67109.390625 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -67109.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67123.007812 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -67123.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67132.328125 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -67132.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67140.195312 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -67140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67152.414062 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -67152.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67157.171875 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -67157.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67175.023438 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -67175.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67237.218750 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -67237.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67485.289062 Penalty: 3176.993408
	Iteration 21Q: 3 clusters Score -67485.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67488.804688 Penalty: 3176.993408
	Iteration 22Q: 3 clusters Score -67488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67488.804688 Penalty: 3176.993408
	Iteration 23F: 3 clusters Score -67488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Entering Unmasked Estep 
Score: -3838557.500000 Penalty: 2561.588135
	Iteration 0F: 2 clusters Score -3838558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3817558.250000 Penalty: 5123.176270
	Iteration 0F: 3 clusters Score -3817558 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3824979.500000 Penalty: 5123.176270
	Iteration 1F: 3 clusters Score -3824980 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3825415.250000 Penalty: 5123.176270
	Iteration 2Q: 3 clusters Score -3825415 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3825805.000000 Penalty: 5123.176270
	Iteration 3Q: 3 clusters Score -3825805 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3826265.500000 Penalty: 5123.176270
	Iteration 4Q: 3 clusters Score -3826266 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3826911.500000 Penalty: 5123.176270
	Iteration 5Q: 3 clusters Score -3826912 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3827952.000000 Penalty: 5123.176270
	Iteration 6F: 3 clusters Score -3827952 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3829445.000000 Penalty: 5123.176270
	Iteration 7F: 3 clusters Score -3829445 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3831345.500000 Penalty: 5123.176270
	Iteration 8F: 3 clusters Score -3831346 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3833233.750000 Penalty: 5123.176270
	Iteration 9F: 3 clusters Score -3833234 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3834670.250000 Penalty: 5123.176270
	Iteration 10Q: 3 clusters Score -3834670 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3835436.250000 Penalty: 5123.176270
	Iteration 11Q: 3 clusters Score -3835436 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3835818.000000 Penalty: 5123.176270
	Iteration 12Q: 3 clusters Score -3835818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3836018.250000 Penalty: 5123.176270
	Iteration 13Q: 3 clusters Score -3836018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3836144.250000 Penalty: 5123.176270
	Iteration 14Q: 3 clusters Score -3836144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3836232.000000 Penalty: 5123.176270
	Iteration 15Q: 3 clusters Score -3836232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3836272.750000 Penalty: 5123.176270
	Iteration 16Q: 3 clusters Score -3836273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3836297.250000 Penalty: 5123.176270
	Iteration 17Q: 3 clusters Score -3836297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3836325.500000 Penalty: 5123.176270
	Iteration 18Q: 3 clusters Score -3836326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3836337.250000 Penalty: 5123.176270
	Iteration 19Q: 3 clusters Score -3836337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3836352.000000 Penalty: 5123.176270
	Iteration 20F: 3 clusters Score -3836352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3836357.750000 Penalty: 5123.176270
	Iteration 21Q: 3 clusters Score -3836358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3836368.500000 Penalty: 5123.176270
	Iteration 22Q: 3 clusters Score -3836368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3836373.250000 Penalty: 5123.176270
	Iteration 23Q: 3 clusters Score -3836373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3836381.000000 Penalty: 5123.176270
	Iteration 24Q: 3 clusters Score -3836381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3836386.250000 Penalty: 5123.176270
	Iteration 25Q: 3 clusters Score -3836386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3836393.250000 Penalty: 5123.176270
	Iteration 26Q: 3 clusters Score -3836393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3836394.750000 Penalty: 5123.176270
	Iteration 27Q: 3 clusters Score -3836395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3836394.750000 Penalty: 5123.176270
	Iteration 28F: 3 clusters Score -3836395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41307.042969 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41307.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41414.800781 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41449.304688 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41474.308594 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41474.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41490.039062 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41490.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41490.039062 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -41490.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199045 members 
Entering Unmasked Estep 
Score: -24959368.000000 Penalty: 3025.918945
	Iteration 0F: 2 clusters Score -2.495937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -24835024.000000 Penalty: 6051.837891
	Iteration 0F: 3 clusters Score -2.483502e+07 nChanged 95507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -24890408.000000 Penalty: 6051.837891
	Iteration 1F: 3 clusters Score -2.489041e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -24891114.000000 Penalty: 6051.837891
	Iteration 2Q: 3 clusters Score -2.489111e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -24891986.000000 Penalty: 6051.837891
	Iteration 3Q: 3 clusters Score -2.489199e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -24892766.000000 Penalty: 6051.837891
	Iteration 4Q: 3 clusters Score -2.489277e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -24893976.000000 Penalty: 6051.837891
	Iteration 5Q: 3 clusters Score -2.489398e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -24896102.000000 Penalty: 6051.837891
	Iteration 6Q: 3 clusters Score -2.48961e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 126345 members 
Entering Unmasked Estep 
Score: -24900312.000000 Penalty: 6051.837891
	Iteration 7Q: 3 clusters Score -2.490031e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 139721 members 
Entering Unmasked Estep 
Score: -24908626.000000 Penalty: 6051.837891
	Iteration 8F: 3 clusters Score -2.490863e+07 nChanged 17601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -24922990.000000 Penalty: 6051.837891
	Iteration 9F: 3 clusters Score -2.492299e+07 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 176400 members 
Entering Unmasked Estep 
Score: -24939080.000000 Penalty: 6051.837891
	Iteration 10F: 3 clusters Score -2.493908e+07 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 190560 members 
Entering Unmasked Estep 
Score: -24949952.000000 Penalty: 6051.837891
	Iteration 11F: 3 clusters Score -2.494995e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 196826 members 
Entering Unmasked Estep 
Score: -24954782.000000 Penalty: 6051.837891
	Iteration 12Q: 3 clusters Score -2.495478e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 198486 members 
Entering Unmasked Estep 
Score: -24956100.000000 Penalty: 6051.837891
	Iteration 13Q: 3 clusters Score -2.49561e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198795 members 
Entering Unmasked Estep 
Score: -24956456.000000 Penalty: 6051.837891
	Iteration 14Q: 3 clusters Score -2.495646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 198850 members 
Entering Unmasked Estep 
Score: -24956548.000000 Penalty: 6051.837891
	Iteration 15Q: 3 clusters Score -2.495655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -24956576.000000 Penalty: 6051.837891
	Iteration 16Q: 3 clusters Score -2.495658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -24956596.000000 Penalty: 6051.837891
	Iteration 17Q: 3 clusters Score -2.49566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -24956620.000000 Penalty: 6051.837891
	Iteration 18Q: 3 clusters Score -2.495662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -24956622.000000 Penalty: 6051.837891
	Iteration 19Q: 3 clusters Score -2.495662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 198870 members 
Entering Unmasked Estep 
Score: -24956624.000000 Penalty: 6051.837891
	Iteration 20F: 3 clusters Score -2.495662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 198870 members 
Entering Unmasked Estep 
Score: -24956626.000000 Penalty: 6051.837891
	Iteration 21Q: 3 clusters Score -2.495663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198869 members 
Entering Unmasked Estep 
Score: -24956622.000000 Penalty: 6051.837891
	Iteration 22Q: 3 clusters Score -2.495662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198869 members 
Entering Unmasked Estep 
Score: -24956622.000000 Penalty: 6051.837891
	Iteration 23F: 3 clusters Score -2.495662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176478 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156806 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155509 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30607 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738424.000000 Penalty: 64371.320312
Iteration 399Q: 20 clusters Score -1.057384e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50753 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176477 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156812 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155506 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30616 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 400F: 20 clusters Score -1.057385e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50747 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176481 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156819 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155502 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30624 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738416.000000 Penalty: 64371.320312
Iteration 401Q: 20 clusters Score -1.057384e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50744 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176472 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156821 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155508 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30633 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 402Q: 20 clusters Score -1.057385e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50740 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176470 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156829 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155501 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30638 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738432.000000 Penalty: 64371.320312
Iteration 403Q: 20 clusters Score -1.057384e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50737 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176473 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156831 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155502 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30638 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738400.000000 Penalty: 64371.320312
Iteration 404Q: 20 clusters Score -1.057384e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50731 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69167 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176476 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156832 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155504 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30639 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 405Q: 20 clusters Score -1.057385e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50718 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69166 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176485 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156847 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155501 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30644 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 406Q: 20 clusters Score -1.057385e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50713 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176483 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156856 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155504 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30648 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 407Q: 20 clusters Score -1.057385e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176483 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156858 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155509 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30650 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 199005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738528.000000 Penalty: 64371.320312
Iteration 408Q: 20 clusters Score -1.057385e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176477 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156865 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155514 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30652 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 409Q: 20 clusters Score -1.057385e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50707 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176473 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156870 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30654 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738448.000000 Penalty: 64371.320312
Iteration 410Q: 20 clusters Score -1.057384e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50703 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176466 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156874 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155528 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30656 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738408.000000 Penalty: 64371.320312
Iteration 411Q: 20 clusters Score -1.057384e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50701 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176465 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156876 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155530 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30658 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738424.000000 Penalty: 64371.320312
Iteration 412Q: 20 clusters Score -1.057384e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176475 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156873 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30659 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 413Q: 20 clusters Score -1.057385e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50692 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176475 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156874 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155524 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30663 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 414Q: 20 clusters Score -1.057385e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50687 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176478 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156877 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155526 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30665 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738520.000000 Penalty: 64371.320312
Iteration 415Q: 20 clusters Score -1.057385e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50680 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176474 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156890 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30673 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738544.000000 Penalty: 64371.320312
Iteration 416Q: 20 clusters Score -1.057385e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50681 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69157 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176474 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156895 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155519 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30679 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738544.000000 Penalty: 64371.320312
Iteration 417Q: 20 clusters Score -1.057385e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50676 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69154 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176479 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156904 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155511 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30688 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 418Q: 20 clusters Score -1.057385e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50671 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69156 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176483 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156907 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155508 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30687 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 419Q: 20 clusters Score -1.057385e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50667 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176491 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156905 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155499 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30686 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 420F: 20 clusters Score -1.057385e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50665 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176499 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156900 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155490 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30690 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 421Q: 20 clusters Score -1.057385e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50663 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69158 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176511 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156894 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155485 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30699 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 422Q: 20 clusters Score -1.057385e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50661 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176508 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156890 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155491 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30703 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738512.000000 Penalty: 64371.320312
Iteration 423Q: 20 clusters Score -1.057385e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50661 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176515 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156889 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155487 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30707 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 424Q: 20 clusters Score -1.057385e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50659 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176513 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156887 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155491 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30716 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 425Q: 20 clusters Score -1.057385e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50659 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69159 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176512 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156888 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155489 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 426Q: 20 clusters Score -1.057385e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50656 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176505 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156894 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155489 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738512.000000 Penalty: 64371.320312
Iteration 427Q: 20 clusters Score -1.057385e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50655 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176497 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156898 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155495 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738488.000000 Penalty: 64371.320312
Iteration 428Q: 20 clusters Score -1.057385e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50655 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176491 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156901 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155500 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30734 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738432.000000 Penalty: 64371.320312
Iteration 429Q: 20 clusters Score -1.057384e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50651 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176486 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156905 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155506 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30739 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738520.000000 Penalty: 64371.320312
Iteration 430Q: 20 clusters Score -1.057385e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50643 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176483 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156904 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155514 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30742 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 431Q: 20 clusters Score -1.057385e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50640 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176478 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156904 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155517 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30746 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 432Q: 20 clusters Score -1.057385e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50639 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176467 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156908 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30748 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738512.000000 Penalty: 64371.320312
Iteration 433Q: 20 clusters Score -1.057385e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50638 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69158 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176455 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156918 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155525 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30751 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 434Q: 20 clusters Score -1.057385e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50637 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69155 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176450 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156922 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155526 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30754 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738400.000000 Penalty: 64371.320312
Iteration 435Q: 20 clusters Score -1.057384e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50634 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69154 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176447 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156931 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155529 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738424.000000 Penalty: 64371.320312
Iteration 436Q: 20 clusters Score -1.057384e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50635 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69155 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176444 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156934 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155529 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738408.000000 Penalty: 64371.320312
Iteration 437Q: 20 clusters Score -1.057384e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50634 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69155 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176446 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156931 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155534 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738368.000000 Penalty: 64371.320312
Iteration 438Q: 20 clusters Score -1.057384e+08 nChanged 45
Entering ConstructFrom: 
Score: -105738368.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -148273.921875 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -148273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146201.500000 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -146201.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146514.765625 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -146514.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -146604.234375 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -146604.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146647.031250 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -146647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146684.406250 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -146684.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146706.187500 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -146706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146717.718750 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -146717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146722.968750 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -146723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -146725.828125 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -146725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146727.687500 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -146727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146728.078125 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -146728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146728.078125 Penalty: 3531.740479
	Iteration 11F: 3 clusters Score -146728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Entering Unmasked Estep 
Score: -6402593.500000 Penalty: 2686.420166
	Iteration 0F: 2 clusters Score -6402594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6368494.000000 Penalty: 5372.840332
	Iteration 0F: 3 clusters Score -6368494 nChanged 23485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6381411.000000 Penalty: 5372.840332
	Iteration 1F: 3 clusters Score -6381411 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -6382077.500000 Penalty: 5372.840332
	Iteration 2Q: 3 clusters Score -6382078 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6382871.000000 Penalty: 5372.840332
	Iteration 3Q: 3 clusters Score -6382871 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6383870.500000 Penalty: 5372.840332
	Iteration 4Q: 3 clusters Score -6383870 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -6385104.500000 Penalty: 5372.840332
	Iteration 5F: 3 clusters Score -6385104 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -6386763.000000 Penalty: 5372.840332
	Iteration 6F: 3 clusters Score -6386763 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -6388715.500000 Penalty: 5372.840332
	Iteration 7F: 3 clusters Score -6388716 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6390792.500000 Penalty: 5372.840332
	Iteration 8F: 3 clusters Score -6390792 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -6392806.000000 Penalty: 5372.840332
	Iteration 9F: 3 clusters Score -6392806 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -6394476.500000 Penalty: 5372.840332
	Iteration 10Q: 3 clusters Score -6394476 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -6395758.500000 Penalty: 5372.840332
	Iteration 11Q: 3 clusters Score -6395758 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -6396570.500000 Penalty: 5372.840332
	Iteration 12Q: 3 clusters Score -6396570 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -6397111.000000 Penalty: 5372.840332
	Iteration 13Q: 3 clusters Score -6397111 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -6397578.500000 Penalty: 5372.840332
	Iteration 14Q: 3 clusters Score -6397578 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6397998.000000 Penalty: 5372.840332
	Iteration 15Q: 3 clusters Score -6397998 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -6398318.000000 Penalty: 5372.840332
	Iteration 16Q: 3 clusters Score -6398318 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -6398628.500000 Penalty: 5372.840332
	Iteration 17Q: 3 clusters Score -6398628 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -6398915.000000 Penalty: 5372.840332
	Iteration 18Q: 3 clusters Score -6398915 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -6399129.500000 Penalty: 5372.840332
	Iteration 19Q: 3 clusters Score -6399130 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -6399335.000000 Penalty: 5372.840332
	Iteration 20F: 3 clusters Score -6399335 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6399516.000000 Penalty: 5372.840332
	Iteration 21Q: 3 clusters Score -6399516 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6399645.000000 Penalty: 5372.840332
	Iteration 22Q: 3 clusters Score -6399645 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6399746.500000 Penalty: 5372.840332
	Iteration 23Q: 3 clusters Score -6399746 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6399840.000000 Penalty: 5372.840332
	Iteration 24Q: 3 clusters Score -6399840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6399944.500000 Penalty: 5372.840332
	Iteration 25Q: 3 clusters Score -6399944 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6400023.000000 Penalty: 5372.840332
	Iteration 26Q: 3 clusters Score -6400023 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6400095.500000 Penalty: 5372.840332
	Iteration 27Q: 3 clusters Score -6400096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6400118.000000 Penalty: 5372.840332
	Iteration 28Q: 3 clusters Score -6400118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6400159.000000 Penalty: 5372.840332
	Iteration 29Q: 3 clusters Score -6400159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6400176.500000 Penalty: 5372.840332
	Iteration 30Q: 3 clusters Score -6400176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6400223.000000 Penalty: 5372.840332
	Iteration 31Q: 3 clusters Score -6400223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6400238.500000 Penalty: 5372.840332
	Iteration 32Q: 3 clusters Score -6400238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6400238.500000 Penalty: 5372.840332
	Iteration 33Q: 3 clusters Score -6400238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6400262.000000 Penalty: 5372.840332
	Iteration 34Q: 3 clusters Score -6400262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6400273.000000 Penalty: 5372.840332
	Iteration 35Q: 3 clusters Score -6400273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6400285.000000 Penalty: 5372.840332
	Iteration 36Q: 3 clusters Score -6400285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6400305.000000 Penalty: 5372.840332
	Iteration 37Q: 3 clusters Score -6400305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6400323.500000 Penalty: 5372.840332
	Iteration 38Q: 3 clusters Score -6400324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6400333.500000 Penalty: 5372.840332
	Iteration 39Q: 3 clusters Score -6400334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6400348.000000 Penalty: 5372.840332
	Iteration 40F: 3 clusters Score -6400348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6400381.000000 Penalty: 5372.840332
	Iteration 41Q: 3 clusters Score -6400381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6400407.000000 Penalty: 5372.840332
	Iteration 42Q: 3 clusters Score -6400407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6400420.000000 Penalty: 5372.840332
	Iteration 43Q: 3 clusters Score -6400420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6400431.000000 Penalty: 5372.840332
	Iteration 44Q: 3 clusters Score -6400431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6400433.500000 Penalty: 5372.840332
	Iteration 45Q: 3 clusters Score -6400434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6400436.500000 Penalty: 5372.840332
	Iteration 46Q: 3 clusters Score -6400436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6400445.500000 Penalty: 5372.840332
	Iteration 47Q: 3 clusters Score -6400446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6400444.000000 Penalty: 5372.840332
	Iteration 48Q: 3 clusters Score -6400444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6400448.000000 Penalty: 5372.840332
	Iteration 49Q: 3 clusters Score -6400448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6400451.000000 Penalty: 5372.840332
	Iteration 50Q: 3 clusters Score -6400451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6400458.500000 Penalty: 5372.840332
	Iteration 51Q: 3 clusters Score -6400458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6400460.000000 Penalty: 5372.840332
	Iteration 52Q: 3 clusters Score -6400460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6400458.000000 Penalty: 5372.840332
	Iteration 53Q: 3 clusters Score -6400458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6400466.000000 Penalty: 5372.840332
	Iteration 54Q: 3 clusters Score -6400466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6400467.500000 Penalty: 5372.840332
	Iteration 55Q: 3 clusters Score -6400468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6400475.000000 Penalty: 5372.840332
	Iteration 56Q: 3 clusters Score -6400475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6400473.000000 Penalty: 5372.840332
	Iteration 57Q: 3 clusters Score -6400473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6400474.500000 Penalty: 5372.840332
	Iteration 58Q: 3 clusters Score -6400474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6400480.500000 Penalty: 5372.840332
	Iteration 59Q: 3 clusters Score -6400480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6400483.500000 Penalty: 5372.840332
	Iteration 60F: 3 clusters Score -6400484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6400479.500000 Penalty: 5372.840332
	Iteration 61Q: 3 clusters Score -6400480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6400477.500000 Penalty: 5372.840332
	Iteration 62Q: 3 clusters Score -6400478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6400480.000000 Penalty: 5372.840332
	Iteration 63Q: 3 clusters Score -6400480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6400483.000000 Penalty: 5372.840332
	Iteration 64Q: 3 clusters Score -6400483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6400483.000000 Penalty: 5372.840332
	Iteration 65F: 3 clusters Score -6400483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -208097.390625 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -208097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -205638.109375 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -205638.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -206199.578125 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -206199.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206432.515625 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -206432.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -206624.750000 Penalty: 3718.064453
	Iteration 3F: 3 clusters Score -206624.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -206775.828125 Penalty: 3718.064453
	Iteration 4F: 3 clusters Score -206775.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206910.484375 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -206910.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207056.296875 Penalty: 3718.064453
	Iteration 6F: 3 clusters Score -207056.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -207214.156250 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -207214.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -207419.984375 Penalty: 3718.064453
	Iteration 8F: 3 clusters Score -207420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -207592.109375 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -207592.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -207702.062500 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -207702.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -207752.687500 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -207752.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -207776.578125 Penalty: 3718.064453
	Iteration 12Q: 3 clusters Score -207776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -207798.687500 Penalty: 3718.064453
	Iteration 13Q: 3 clusters Score -207798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -207811.953125 Penalty: 3718.064453
	Iteration 14Q: 3 clusters Score -207812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -207818.562500 Penalty: 3718.064453
	Iteration 15Q: 3 clusters Score -207818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -207820.875000 Penalty: 3718.064453
	Iteration 16Q: 3 clusters Score -207820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -207822.375000 Penalty: 3718.064453
	Iteration 17F: 3 clusters Score -207822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -207840.203125 Penalty: 3718.064453
	Iteration 18Q: 3 clusters Score -207840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -207842.062500 Penalty: 3718.064453
	Iteration 19Q: 3 clusters Score -207842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -207844.125000 Penalty: 3718.064453
	Iteration 20F: 3 clusters Score -207844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -190010.609375 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -190010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -187693.421875 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -187693.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188059.156250 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -188059.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -188150.015625 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -188150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188196.968750 Penalty: 3641.375977
	Iteration 3Q: 3 clusters Score -188197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188221.625000 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -188221.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188239.265625 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -188239.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -188254.968750 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -188255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188263.734375 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -188263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188272.187500 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -188272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188277.390625 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -188277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188281.281250 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -188281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -188283.718750 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -188283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -188288.187500 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -188288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188289.078125 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -188289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188289.421875 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -188289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188289.421875 Penalty: 3641.375977
	Iteration 15F: 3 clusters Score -188289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Entering Unmasked Estep 
Score: -8427705.000000 Penalty: 2763.738281
	Iteration 0F: 2 clusters Score -8427705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -8381389.000000 Penalty: 5527.476562
	Iteration 0F: 3 clusters Score -8381389 nChanged 32123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5527.476562
	Iteration 1F: 3 clusters Score -8399539 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -8400313.000000 Penalty: 5527.476562
	Iteration 2Q: 3 clusters Score -8400313 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -8401361.000000 Penalty: 5527.476562
	Iteration 3Q: 3 clusters Score -8401361 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -8403182.000000 Penalty: 5527.476562
	Iteration 4F: 3 clusters Score -8403182 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -8406335.000000 Penalty: 5527.476562
	Iteration 5F: 3 clusters Score -8406335 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -8411429.000000 Penalty: 5527.476562
	Iteration 6F: 3 clusters Score -8411429 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8417573.000000 Penalty: 5527.476562
	Iteration 7F: 3 clusters Score -8417573 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8422146.000000 Penalty: 5527.476562
	Iteration 8F: 3 clusters Score -8422146 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8424288.000000 Penalty: 5527.476562
	Iteration 9Q: 3 clusters Score -8424288 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8424894.000000 Penalty: 5527.476562
	Iteration 10Q: 3 clusters Score -8424894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8425085.000000 Penalty: 5527.476562
	Iteration 11Q: 3 clusters Score -8425085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8425155.000000 Penalty: 5527.476562
	Iteration 12Q: 3 clusters Score -8425155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8425184.000000 Penalty: 5527.476562
	Iteration 13Q: 3 clusters Score -8425184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8425205.000000 Penalty: 5527.476562
	Iteration 14Q: 3 clusters Score -8425205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8425233.000000 Penalty: 5527.476562
	Iteration 15Q: 3 clusters Score -8425233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8425249.000000 Penalty: 5527.476562
	Iteration 16Q: 3 clusters Score -8425249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8425260.000000 Penalty: 5527.476562
	Iteration 17Q: 3 clusters Score -8425260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8425262.000000 Penalty: 5527.476562
	Iteration 18Q: 3 clusters Score -8425262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8425270.000000 Penalty: 5527.476562
	Iteration 19Q: 3 clusters Score -8425270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8425267.000000 Penalty: 5527.476562
	Iteration 20F: 3 clusters Score -8425267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8425271.000000 Penalty: 5527.476562
	Iteration 21Q: 3 clusters Score -8425271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8425279.000000 Penalty: 5527.476562
	Iteration 22Q: 3 clusters Score -8425279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8425279.000000 Penalty: 5527.476562
	Iteration 23F: 3 clusters Score -8425279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 323 members 
Entering Unmasked Estep 
Score: -67329.445312 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67329.45 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67828.085938 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -67828.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67984.921875 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -67984.92 nChanged 42
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: -68131.406250 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68131.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68231.507812 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -68231.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68286.765625 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -68286.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68342.335938 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -68342.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68390.296875 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -68390.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68437.000000 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -68437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68457.117188 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -68457.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68490.101562 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -68490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68541.187500 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -68541.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68673.101562 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -68673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68778.867188 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -68778.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68796.070312 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -68796.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68812.109375 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -68812.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68834.312500 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -68834.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68858.640625 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -68858.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68885.250000 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -68885.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68909.687500 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -68909.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68940.414062 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -68940.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69000.929688 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -69000.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69246.554688 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -69246.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69606.093750 Penalty: 3230.562256
	Iteration 23Q: 3 clusters Score -69606.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69693.164062 Penalty: 3230.562256
	Iteration 24Q: 3 clusters Score -69693.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69865.632812 Penalty: 3230.562256
	Iteration 25Q: 3 clusters Score -69865.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70024.351562 Penalty: 3230.562256
	Iteration 26Q: 3 clusters Score -70024.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70029.929688 Penalty: 3230.562256
	Iteration 27Q: 3 clusters Score -70029.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70035.171875 Penalty: 3230.562256
	Iteration 28Q: 3 clusters Score -70035.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70035.171875 Penalty: 3230.562256
	Iteration 29F: 3 clusters Score -70035.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50632 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69155 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 176453 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156933 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155535 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198911 members 
Mstep: Class 20 contains 274 members 
Entering Unmasked Estep 
Score: -105737824.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105738368.000000 to -105737824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (176453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176453 members 
Entering Unmasked Estep 
Score: -22109210.000000 Penalty: 2996.040771
	Iteration 0F: 2 clusters Score -2.210921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -21995422.000000 Penalty: 5992.081543
	Iteration 0F: 3 clusters Score -2.199542e+07 nChanged 84583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -22044874.000000 Penalty: 5992.081543
	Iteration 1F: 3 clusters Score -2.204487e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -22045878.000000 Penalty: 5992.081543
	Iteration 2Q: 3 clusters Score -2.204588e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -22047270.000000 Penalty: 5992.081543
	Iteration 3Q: 3 clusters Score -2.204727e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -22049462.000000 Penalty: 5992.081543
	Iteration 4Q: 3 clusters Score -2.204946e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -22053340.000000 Penalty: 5992.081543
	Iteration 5Q: 3 clusters Score -2.205334e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -22060104.000000 Penalty: 5992.081543
	Iteration 6F: 3 clusters Score -2.20601e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -22071200.000000 Penalty: 5992.081543
	Iteration 7F: 3 clusters Score -2.20712e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139039 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -22084016.000000 Penalty: 5992.081543
	Iteration 8F: 3 clusters Score -2.208402e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -22094900.000000 Penalty: 5992.081543
	Iteration 9F: 3 clusters Score -2.20949e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -22101472.000000 Penalty: 5992.081543
	Iteration 10Q: 3 clusters Score -2.210147e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -22104456.000000 Penalty: 5992.081543
	Iteration 11Q: 3 clusters Score -2.210446e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -22105816.000000 Penalty: 5992.081543
	Iteration 12Q: 3 clusters Score -2.210582e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -22106720.000000 Penalty: 5992.081543
	Iteration 13Q: 3 clusters Score -2.210672e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -22107264.000000 Penalty: 5992.081543
	Iteration 14Q: 3 clusters Score -2.210726e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -22107672.000000 Penalty: 5992.081543
	Iteration 15Q: 3 clusters Score -2.210767e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164744 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -22107922.000000 Penalty: 5992.081543
	Iteration 16Q: 3 clusters Score -2.210792e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -22108178.000000 Penalty: 5992.081543
	Iteration 17Q: 3 clusters Score -2.210818e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -22108360.000000 Penalty: 5992.081543
	Iteration 18Q: 3 clusters Score -2.210836e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -22108438.000000 Penalty: 5992.081543
	Iteration 19Q: 3 clusters Score -2.210844e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -22108474.000000 Penalty: 5992.081543
	Iteration 20F: 3 clusters Score -2.210847e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -22108468.000000 Penalty: 5992.081543
	Iteration 21Q: 3 clusters Score -2.210847e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -22108502.000000 Penalty: 5992.081543
	Iteration 22Q: 3 clusters Score -2.21085e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -22108526.000000 Penalty: 5992.081543
	Iteration 23Q: 3 clusters Score -2.210853e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -22108514.000000 Penalty: 5992.081543
	Iteration 24Q: 3 clusters Score -2.210851e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -22108550.000000 Penalty: 5992.081543
	Iteration 25Q: 3 clusters Score -2.210855e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -22108572.000000 Penalty: 5992.081543
	Iteration 26Q: 3 clusters Score -2.210857e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169679 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -22108568.000000 Penalty: 5992.081543
	Iteration 27Q: 3 clusters Score -2.210857e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -22108588.000000 Penalty: 5992.081543
	Iteration 28Q: 3 clusters Score -2.210859e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170021 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -22108578.000000 Penalty: 5992.081543
	Iteration 29Q: 3 clusters Score -2.210858e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -22108634.000000 Penalty: 5992.081543
	Iteration 30Q: 3 clusters Score -2.210863e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -22108634.000000 Penalty: 5992.081543
	Iteration 31Q: 3 clusters Score -2.210863e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -22108656.000000 Penalty: 5992.081543
	Iteration 32Q: 3 clusters Score -2.210866e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -22108640.000000 Penalty: 5992.081543
	Iteration 33Q: 3 clusters Score -2.210864e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170701 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -22108640.000000 Penalty: 5992.081543
	Iteration 34Q: 3 clusters Score -2.210864e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -22108666.000000 Penalty: 5992.081543
	Iteration 35Q: 3 clusters Score -2.210867e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170915 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -22108650.000000 Penalty: 5992.081543
	Iteration 36Q: 3 clusters Score -2.210865e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -22108682.000000 Penalty: 5992.081543
	Iteration 37Q: 3 clusters Score -2.210868e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -22108676.000000 Penalty: 5992.081543
	Iteration 38Q: 3 clusters Score -2.210868e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -22108674.000000 Penalty: 5992.081543
	Iteration 39Q: 3 clusters Score -2.210867e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -22108684.000000 Penalty: 5992.081543
	Iteration 40F: 3 clusters Score -2.210868e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -22108694.000000 Penalty: 5992.081543
	Iteration 41Q: 3 clusters Score -2.210869e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22108678.000000 Penalty: 5992.081543
	Iteration 42Q: 3 clusters Score -2.210868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -22108692.000000 Penalty: 5992.081543
	Iteration 43Q: 3 clusters Score -2.210869e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -22108668.000000 Penalty: 5992.081543
	Iteration 44Q: 3 clusters Score -2.210867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -22108672.000000 Penalty: 5992.081543
	Iteration 45Q: 3 clusters Score -2.210867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -22108678.000000 Penalty: 5992.081543
	Iteration 46Q: 3 clusters Score -2.210868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -22108684.000000 Penalty: 5992.081543
	Iteration 47Q: 3 clusters Score -2.210868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171592 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -22108648.000000 Penalty: 5992.081543
	Iteration 48Q: 3 clusters Score -2.210865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -22108620.000000 Penalty: 5992.081543
	Iteration 49Q: 3 clusters Score -2.210862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -22108632.000000 Penalty: 5992.081543
	Iteration 50Q: 3 clusters Score -2.210863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -22108624.000000 Penalty: 5992.081543
	Iteration 51Q: 3 clusters Score -2.210862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -22108616.000000 Penalty: 5992.081543
	Iteration 52Q: 3 clusters Score -2.210862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -22108626.000000 Penalty: 5992.081543
	Iteration 53Q: 3 clusters Score -2.210863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -22108628.000000 Penalty: 5992.081543
	Iteration 54Q: 3 clusters Score -2.210863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171750 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -22108638.000000 Penalty: 5992.081543
	Iteration 55Q: 3 clusters Score -2.210864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171762 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22108650.000000 Penalty: 5992.081543
	Iteration 56Q: 3 clusters Score -2.210865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -22108636.000000 Penalty: 5992.081543
	Iteration 57Q: 3 clusters Score -2.210864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -22108640.000000 Penalty: 5992.081543
	Iteration 58Q: 3 clusters Score -2.210864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171793 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -22108634.000000 Penalty: 5992.081543
	Iteration 59Q: 3 clusters Score -2.210863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171802 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -22108636.000000 Penalty: 5992.081543
	Iteration 60F: 3 clusters Score -2.210864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -22108646.000000 Penalty: 5992.081543
	Iteration 61Q: 3 clusters Score -2.210865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171819 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -22108644.000000 Penalty: 5992.081543
	Iteration 62Q: 3 clusters Score -2.210864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171828 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -22108642.000000 Penalty: 5992.081543
	Iteration 63Q: 3 clusters Score -2.210864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -22108648.000000 Penalty: 5992.081543
	Iteration 64Q: 3 clusters Score -2.210865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -22108638.000000 Penalty: 5992.081543
	Iteration 65Q: 3 clusters Score -2.210864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -22108638.000000 Penalty: 5992.081543
	Iteration 66F: 3 clusters Score -2.210864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -186428.203125 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -186428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -184154.015625 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -184154 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184607.765625 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -184607.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -184739.437500 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -184739.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -184816.546875 Penalty: 3651.872070
	Iteration 3Q: 3 clusters Score -184816.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -184882.890625 Penalty: 3651.872070
	Iteration 4Q: 3 clusters Score -184882.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -184957.296875 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -184957.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185083.562500 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -185083.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185217.750000 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -185217.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185349.312500 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -185349.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -185545.140625 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -185545.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185807.671875 Penalty: 3651.872070
	Iteration 10F: 3 clusters Score -185807.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186013.328125 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -186013.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186093.890625 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -186093.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186117.125000 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -186117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186124.281250 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -186124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186126.250000 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -186126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186126.250000 Penalty: 3651.872070
	Iteration 16F: 3 clusters Score -186126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Entering Unmasked Estep 
Score: -19784708.000000 Penalty: 2966.966553
	Iteration 0F: 2 clusters Score -1.978471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -19682186.000000 Penalty: 5933.933105
	Iteration 0F: 3 clusters Score -1.968219e+07 nChanged 75300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -19726486.000000 Penalty: 5933.933105
	Iteration 1F: 3 clusters Score -1.972649e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -19727966.000000 Penalty: 5933.933105
	Iteration 2Q: 3 clusters Score -1.972797e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -19730192.000000 Penalty: 5933.933105
	Iteration 3Q: 3 clusters Score -1.973019e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -19733940.000000 Penalty: 5933.933105
	Iteration 4Q: 3 clusters Score -1.973394e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -19738980.000000 Penalty: 5933.933105
	Iteration 5F: 3 clusters Score -1.973898e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106224 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -19746372.000000 Penalty: 5933.933105
	Iteration 6F: 3 clusters Score -1.974637e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -19754800.000000 Penalty: 5933.933105
	Iteration 7F: 3 clusters Score -1.97548e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -19762634.000000 Penalty: 5933.933105
	Iteration 8F: 3 clusters Score -1.976263e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -19767858.000000 Penalty: 5933.933105
	Iteration 9Q: 3 clusters Score -1.976786e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -19770800.000000 Penalty: 5933.933105
	Iteration 10Q: 3 clusters Score -1.97708e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132954 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -19772576.000000 Penalty: 5933.933105
	Iteration 11Q: 3 clusters Score -1.977258e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -19774184.000000 Penalty: 5933.933105
	Iteration 12Q: 3 clusters Score -1.977418e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138777 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -19775458.000000 Penalty: 5933.933105
	Iteration 13Q: 3 clusters Score -1.977546e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -19776842.000000 Penalty: 5933.933105
	Iteration 14Q: 3 clusters Score -1.977684e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143772 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -19778130.000000 Penalty: 5933.933105
	Iteration 15Q: 3 clusters Score -1.977813e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -19779056.000000 Penalty: 5933.933105
	Iteration 16Q: 3 clusters Score -1.977906e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -19779866.000000 Penalty: 5933.933105
	Iteration 17Q: 3 clusters Score -1.977987e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -19780530.000000 Penalty: 5933.933105
	Iteration 18Q: 3 clusters Score -1.978053e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151023 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -19781052.000000 Penalty: 5933.933105
	Iteration 19Q: 3 clusters Score -1.978105e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -19781476.000000 Penalty: 5933.933105
	Iteration 20F: 3 clusters Score -1.978148e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -19781832.000000 Penalty: 5933.933105
	Iteration 21Q: 3 clusters Score -1.978183e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -19782076.000000 Penalty: 5933.933105
	Iteration 22Q: 3 clusters Score -1.978208e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154330 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -19782266.000000 Penalty: 5933.933105
	Iteration 23Q: 3 clusters Score -1.978227e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19782348.000000 Penalty: 5933.933105
	Iteration 24Q: 3 clusters Score -1.978235e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -19782392.000000 Penalty: 5933.933105
	Iteration 25Q: 3 clusters Score -1.978239e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -19782490.000000 Penalty: 5933.933105
	Iteration 26Q: 3 clusters Score -1.978249e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19782534.000000 Penalty: 5933.933105
	Iteration 27Q: 3 clusters Score -1.978253e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19782578.000000 Penalty: 5933.933105
	Iteration 28Q: 3 clusters Score -1.978258e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -19782566.000000 Penalty: 5933.933105
	Iteration 29Q: 3 clusters Score -1.978257e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19782602.000000 Penalty: 5933.933105
	Iteration 30Q: 3 clusters Score -1.97826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19782612.000000 Penalty: 5933.933105
	Iteration 31Q: 3 clusters Score -1.978261e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155673 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19782618.000000 Penalty: 5933.933105
	Iteration 32Q: 3 clusters Score -1.978262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155710 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19782644.000000 Penalty: 5933.933105
	Iteration 33Q: 3 clusters Score -1.978264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19782676.000000 Penalty: 5933.933105
	Iteration 34Q: 3 clusters Score -1.978268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155780 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19782662.000000 Penalty: 5933.933105
	Iteration 35Q: 3 clusters Score -1.978266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -19782654.000000 Penalty: 5933.933105
	Iteration 36Q: 3 clusters Score -1.978265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19782662.000000 Penalty: 5933.933105
	Iteration 37Q: 3 clusters Score -1.978266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -19782662.000000 Penalty: 5933.933105
	Iteration 38Q: 3 clusters Score -1.978266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19782662.000000 Penalty: 5933.933105
	Iteration 39Q: 3 clusters Score -1.978266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19782668.000000 Penalty: 5933.933105
	Iteration 40F: 3 clusters Score -1.978267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155886 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19782662.000000 Penalty: 5933.933105
	Iteration 41Q: 3 clusters Score -1.978266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19782648.000000 Penalty: 5933.933105
	Iteration 42Q: 3 clusters Score -1.978265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19782660.000000 Penalty: 5933.933105
	Iteration 43Q: 3 clusters Score -1.978266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19782644.000000 Penalty: 5933.933105
	Iteration 44Q: 3 clusters Score -1.978264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19782642.000000 Penalty: 5933.933105
	Iteration 45Q: 3 clusters Score -1.978264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -19782642.000000 Penalty: 5933.933105
	Iteration 46Q: 3 clusters Score -1.978264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19782650.000000 Penalty: 5933.933105
	Iteration 47Q: 3 clusters Score -1.978265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155915 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19782656.000000 Penalty: 5933.933105
	Iteration 48Q: 3 clusters Score -1.978266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155916 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19782652.000000 Penalty: 5933.933105
	Iteration 49Q: 3 clusters Score -1.978265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19782642.000000 Penalty: 5933.933105
	Iteration 50Q: 3 clusters Score -1.978264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19782654.000000 Penalty: 5933.933105
	Iteration 51Q: 3 clusters Score -1.978265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19782638.000000 Penalty: 5933.933105
	Iteration 52Q: 3 clusters Score -1.978264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19782638.000000 Penalty: 5933.933105
	Iteration 53F: 3 clusters Score -1.978264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27930.167969 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27930.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28135.980469 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28135.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28271.824219 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -28271.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28361.919922 Penalty: 2820.739746
	Iteration 3F: 3 clusters Score -28361.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28480.302734 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28594.646484 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28594.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28803.056641 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28803.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28932.318359 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28932.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28937.505859 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28937.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28937.505859 Penalty: 2820.739746
	Iteration 9F: 3 clusters Score -28937.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Entering Unmasked Estep 
Score: -19653568.000000 Penalty: 2964.747314
	Iteration 0F: 2 clusters Score -1.965357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -19551970.000000 Penalty: 5929.494629
	Iteration 0F: 3 clusters Score -1.955197e+07 nChanged 74528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -19594738.000000 Penalty: 5929.494629
	Iteration 1F: 3 clusters Score -1.959474e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -19595460.000000 Penalty: 5929.494629
	Iteration 2Q: 3 clusters Score -1.959546e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -19596284.000000 Penalty: 5929.494629
	Iteration 3Q: 3 clusters Score -1.959628e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -19597338.000000 Penalty: 5929.494629
	Iteration 4Q: 3 clusters Score -1.959734e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -19598536.000000 Penalty: 5929.494629
	Iteration 5Q: 3 clusters Score -1.959854e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -19600232.000000 Penalty: 5929.494629
	Iteration 6Q: 3 clusters Score -1.960023e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -19602902.000000 Penalty: 5929.494629
	Iteration 7Q: 3 clusters Score -1.96029e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -19606932.000000 Penalty: 5929.494629
	Iteration 8Q: 3 clusters Score -1.960693e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -19612692.000000 Penalty: 5929.494629
	Iteration 9F: 3 clusters Score -1.961269e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -19620138.000000 Penalty: 5929.494629
	Iteration 10F: 3 clusters Score -1.962014e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -19626778.000000 Penalty: 5929.494629
	Iteration 11F: 3 clusters Score -1.962678e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -19631038.000000 Penalty: 5929.494629
	Iteration 12F: 3 clusters Score -1.963104e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -19632456.000000 Penalty: 5929.494629
	Iteration 13Q: 3 clusters Score -1.963246e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -19633108.000000 Penalty: 5929.494629
	Iteration 14Q: 3 clusters Score -1.963311e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -19633420.000000 Penalty: 5929.494629
	Iteration 15Q: 3 clusters Score -1.963342e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -19633538.000000 Penalty: 5929.494629
	Iteration 16Q: 3 clusters Score -1.963354e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -19633694.000000 Penalty: 5929.494629
	Iteration 17Q: 3 clusters Score -1.963369e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -19633788.000000 Penalty: 5929.494629
	Iteration 18Q: 3 clusters Score -1.963379e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -19633870.000000 Penalty: 5929.494629
	Iteration 19Q: 3 clusters Score -1.963387e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -19633986.000000 Penalty: 5929.494629
	Iteration 20F: 3 clusters Score -1.963399e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -19633982.000000 Penalty: 5929.494629
	Iteration 21Q: 3 clusters Score -1.963398e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -19634052.000000 Penalty: 5929.494629
	Iteration 22Q: 3 clusters Score -1.963405e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -19634110.000000 Penalty: 5929.494629
	Iteration 23Q: 3 clusters Score -1.963411e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -19634160.000000 Penalty: 5929.494629
	Iteration 24Q: 3 clusters Score -1.963416e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -19634214.000000 Penalty: 5929.494629
	Iteration 25Q: 3 clusters Score -1.963421e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -19634272.000000 Penalty: 5929.494629
	Iteration 26Q: 3 clusters Score -1.963427e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -19634348.000000 Penalty: 5929.494629
	Iteration 27Q: 3 clusters Score -1.963435e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -19634438.000000 Penalty: 5929.494629
	Iteration 28Q: 3 clusters Score -1.963444e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -19634430.000000 Penalty: 5929.494629
	Iteration 29Q: 3 clusters Score -1.963443e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -19634468.000000 Penalty: 5929.494629
	Iteration 30Q: 3 clusters Score -1.963447e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -19634498.000000 Penalty: 5929.494629
	Iteration 31Q: 3 clusters Score -1.96345e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -19634474.000000 Penalty: 5929.494629
	Iteration 32Q: 3 clusters Score -1.963447e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -19634572.000000 Penalty: 5929.494629
	Iteration 33Q: 3 clusters Score -1.963457e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -19634578.000000 Penalty: 5929.494629
	Iteration 34Q: 3 clusters Score -1.963458e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -19634554.000000 Penalty: 5929.494629
	Iteration 35Q: 3 clusters Score -1.963455e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -19634572.000000 Penalty: 5929.494629
	Iteration 36Q: 3 clusters Score -1.963457e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -19634572.000000 Penalty: 5929.494629
	Iteration 37Q: 3 clusters Score -1.963457e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -19634594.000000 Penalty: 5929.494629
	Iteration 38Q: 3 clusters Score -1.963459e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -19634624.000000 Penalty: 5929.494629
	Iteration 39Q: 3 clusters Score -1.963462e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -19634668.000000 Penalty: 5929.494629
	Iteration 40F: 3 clusters Score -1.963467e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -19634620.000000 Penalty: 5929.494629
	Iteration 41Q: 3 clusters Score -1.963462e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -19634676.000000 Penalty: 5929.494629
	Iteration 42Q: 3 clusters Score -1.963468e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -19634734.000000 Penalty: 5929.494629
	Iteration 43Q: 3 clusters Score -1.963473e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -19634774.000000 Penalty: 5929.494629
	Iteration 44Q: 3 clusters Score -1.963477e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -19634768.000000 Penalty: 5929.494629
	Iteration 45Q: 3 clusters Score -1.963477e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -19634794.000000 Penalty: 5929.494629
	Iteration 46Q: 3 clusters Score -1.963479e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -19634874.000000 Penalty: 5929.494629
	Iteration 47Q: 3 clusters Score -1.963487e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69317 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -19634914.000000 Penalty: 5929.494629
	Iteration 48Q: 3 clusters Score -1.963491e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -19634892.000000 Penalty: 5929.494629
	Iteration 49Q: 3 clusters Score -1.963489e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -19634962.000000 Penalty: 5929.494629
	Iteration 50Q: 3 clusters Score -1.963496e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -19635014.000000 Penalty: 5929.494629
	Iteration 51Q: 3 clusters Score -1.963501e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -19635040.000000 Penalty: 5929.494629
	Iteration 52Q: 3 clusters Score -1.963504e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.963505e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -19635090.000000 Penalty: 5929.494629
	Iteration 54Q: 3 clusters Score -1.963509e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -19635112.000000 Penalty: 5929.494629
	Iteration 55Q: 3 clusters Score -1.963511e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -19635132.000000 Penalty: 5929.494629
	Iteration 56Q: 3 clusters Score -1.963513e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -19635128.000000 Penalty: 5929.494629
	Iteration 57Q: 3 clusters Score -1.963513e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -19635162.000000 Penalty: 5929.494629
	Iteration 58Q: 3 clusters Score -1.963516e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -19635150.000000 Penalty: 5929.494629
	Iteration 59Q: 3 clusters Score -1.963515e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -19635138.000000 Penalty: 5929.494629
	Iteration 60F: 3 clusters Score -1.963514e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -19635204.000000 Penalty: 5929.494629
	Iteration 61Q: 3 clusters Score -1.96352e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -19635222.000000 Penalty: 5929.494629
	Iteration 62Q: 3 clusters Score -1.963522e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -19635282.000000 Penalty: 5929.494629
	Iteration 63Q: 3 clusters Score -1.963528e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.963525e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -19635342.000000 Penalty: 5929.494629
	Iteration 65Q: 3 clusters Score -1.963534e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -19635412.000000 Penalty: 5929.494629
	Iteration 66Q: 3 clusters Score -1.963541e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -19635492.000000 Penalty: 5929.494629
	Iteration 67Q: 3 clusters Score -1.963549e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -19635550.000000 Penalty: 5929.494629
	Iteration 68Q: 3 clusters Score -1.963555e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -19635642.000000 Penalty: 5929.494629
	Iteration 69Q: 3 clusters Score -1.963564e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -19635664.000000 Penalty: 5929.494629
	Iteration 70Q: 3 clusters Score -1.963566e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -19635672.000000 Penalty: 5929.494629
	Iteration 71Q: 3 clusters Score -1.963567e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -19635664.000000 Penalty: 5929.494629
	Iteration 72Q: 3 clusters Score -1.963566e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -19635732.000000 Penalty: 5929.494629
	Iteration 73Q: 3 clusters Score -1.963573e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -19635800.000000 Penalty: 5929.494629
	Iteration 74Q: 3 clusters Score -1.96358e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -19635792.000000 Penalty: 5929.494629
	Iteration 75Q: 3 clusters Score -1.963579e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -19635778.000000 Penalty: 5929.494629
	Iteration 76Q: 3 clusters Score -1.963578e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.963596e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.963605e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -19636128.000000 Penalty: 5929.494629
	Iteration 79Q: 3 clusters Score -1.963613e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -19636298.000000 Penalty: 5929.494629
	Iteration 80F: 3 clusters Score -1.96363e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -19636502.000000 Penalty: 5929.494629
	Iteration 81Q: 3 clusters Score -1.96365e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.963669e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.963687e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -19637054.000000 Penalty: 5929.494629
	Iteration 84Q: 3 clusters Score -1.963705e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -19637252.000000 Penalty: 5929.494629
	Iteration 85Q: 3 clusters Score -1.963725e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -19637440.000000 Penalty: 5929.494629
	Iteration 86Q: 3 clusters Score -1.963744e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -19637812.000000 Penalty: 5929.494629
	Iteration 87Q: 3 clusters Score -1.963781e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -19638162.000000 Penalty: 5929.494629
	Iteration 88Q: 3 clusters Score -1.963816e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -19638486.000000 Penalty: 5929.494629
	Iteration 89Q: 3 clusters Score -1.963849e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -19639036.000000 Penalty: 5929.494629
	Iteration 90Q: 3 clusters Score -1.963904e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -19639498.000000 Penalty: 5929.494629
	Iteration 91Q: 3 clusters Score -1.96395e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 120860 members 
Entering Unmasked Estep 
Score: -19639992.000000 Penalty: 5929.494629
	Iteration 92Q: 3 clusters Score -1.963999e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -19640576.000000 Penalty: 5929.494629
	Iteration 93Q: 3 clusters Score -1.964058e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 125297 members 
Entering Unmasked Estep 
Score: -19641194.000000 Penalty: 5929.494629
	Iteration 94Q: 3 clusters Score -1.964119e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.96419e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.96426e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -19643392.000000 Penalty: 5929.494629
	Iteration 97Q: 3 clusters Score -1.964339e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.964434e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.96452e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -19646150.000000 Penalty: 5929.494629
	Iteration 100F: 3 clusters Score -1.964615e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 141464 members 
Entering Unmasked Estep 
Score: -19647118.000000 Penalty: 5929.494629
	Iteration 101Q: 3 clusters Score -1.964712e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.964803e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -19648768.000000 Penalty: 5929.494629
	Iteration 103Q: 3 clusters Score -1.964877e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -19649332.000000 Penalty: 5929.494629
	Iteration 104Q: 3 clusters Score -1.964933e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 148483 members 
Entering Unmasked Estep 
Score: -19649690.000000 Penalty: 5929.494629
	Iteration 105Q: 3 clusters Score -1.964969e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -19650100.000000 Penalty: 5929.494629
	Iteration 106Q: 3 clusters Score -1.96501e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 150678 members 
Entering Unmasked Estep 
Score: -19650376.000000 Penalty: 5929.494629
	Iteration 107Q: 3 clusters Score -1.965038e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.965066e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -19650838.000000 Penalty: 5929.494629
	Iteration 109Q: 3 clusters Score -1.965084e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -19650970.000000 Penalty: 5929.494629
	Iteration 110Q: 3 clusters Score -1.965097e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -19651068.000000 Penalty: 5929.494629
	Iteration 111Q: 3 clusters Score -1.965107e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 153227 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.965114e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 153467 members 
Entering Unmasked Estep 
Score: -19651160.000000 Penalty: 5929.494629
	Iteration 113Q: 3 clusters Score -1.965116e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 153671 members 
Entering Unmasked Estep 
Score: -19651192.000000 Penalty: 5929.494629
	Iteration 114Q: 3 clusters Score -1.965119e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -19651238.000000 Penalty: 5929.494629
	Iteration 115Q: 3 clusters Score -1.965124e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.965127e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -19651276.000000 Penalty: 5929.494629
	Iteration 117Q: 3 clusters Score -1.965128e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -19651288.000000 Penalty: 5929.494629
	Iteration 118Q: 3 clusters Score -1.965129e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -19651302.000000 Penalty: 5929.494629
	Iteration 119Q: 3 clusters Score -1.96513e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -19651314.000000 Penalty: 5929.494629
	Iteration 120F: 3 clusters Score -1.965131e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -19651308.000000 Penalty: 5929.494629
	Iteration 121Q: 3 clusters Score -1.965131e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 154322 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.965134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 154348 members 
Entering Unmasked Estep 
Score: -19651326.000000 Penalty: 5929.494629
	Iteration 123Q: 3 clusters Score -1.965133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -19651336.000000 Penalty: 5929.494629
	Iteration 124Q: 3 clusters Score -1.965134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.965134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -19651352.000000 Penalty: 5929.494629
	Iteration 126Q: 3 clusters Score -1.965135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -19651356.000000 Penalty: 5929.494629
	Iteration 127Q: 3 clusters Score -1.965136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 154436 members 
Entering Unmasked Estep 
Score: -19651354.000000 Penalty: 5929.494629
	Iteration 128Q: 3 clusters Score -1.965135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -19651352.000000 Penalty: 5929.494629
	Iteration 129Q: 3 clusters Score -1.965135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -19651366.000000 Penalty: 5929.494629
	Iteration 130Q: 3 clusters Score -1.965137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -19651378.000000 Penalty: 5929.494629
	Iteration 131Q: 3 clusters Score -1.965138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -19651368.000000 Penalty: 5929.494629
	Iteration 132Q: 3 clusters Score -1.965137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -19651384.000000 Penalty: 5929.494629
	Iteration 133Q: 3 clusters Score -1.965138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -19651380.000000 Penalty: 5929.494629
	Iteration 134Q: 3 clusters Score -1.965138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -19651382.000000 Penalty: 5929.494629
	Iteration 135Q: 3 clusters Score -1.965138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -19651378.000000 Penalty: 5929.494629
	Iteration 136Q: 3 clusters Score -1.965138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -19651376.000000 Penalty: 5929.494629
	Iteration 137Q: 3 clusters Score -1.965138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -19651378.000000 Penalty: 5929.494629
	Iteration 138Q: 3 clusters Score -1.965138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -19651376.000000 Penalty: 5929.494629
	Iteration 139Q: 3 clusters Score -1.965138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -19651380.000000 Penalty: 5929.494629
	Iteration 140F: 3 clusters Score -1.965138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -19651376.000000 Penalty: 5929.494629
	Iteration 141Q: 3 clusters Score -1.965138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -19651378.000000 Penalty: 5929.494629
	Iteration 142Q: 3 clusters Score -1.965138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -19651380.000000 Penalty: 5929.494629
	Iteration 143Q: 3 clusters Score -1.965138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 154539 members 
Entering Unmasked Estep 
Score: -19651392.000000 Penalty: 5929.494629
	Iteration 144Q: 3 clusters Score -1.965139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 154540 members 
Entering Unmasked Estep 
Score: -19651400.000000 Penalty: 5929.494629
	Iteration 145Q: 3 clusters Score -1.96514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -19651398.000000 Penalty: 5929.494629
	Iteration 146Q: 3 clusters Score -1.96514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -19651400.000000 Penalty: 5929.494629
	Iteration 147Q: 3 clusters Score -1.96514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -19651406.000000 Penalty: 5929.494629
	Iteration 148Q: 3 clusters Score -1.965141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 154550 members 
Entering Unmasked Estep 
Score: -19651404.000000 Penalty: 5929.494629
	Iteration 149Q: 3 clusters Score -1.96514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -19651422.000000 Penalty: 5929.494629
	Iteration 150Q: 3 clusters Score -1.965142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 154555 members 
Entering Unmasked Estep 
Score: -19651414.000000 Penalty: 5929.494629
	Iteration 151Q: 3 clusters Score -1.965141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -19651412.000000 Penalty: 5929.494629
	Iteration 152Q: 3 clusters Score -1.965141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -19651412.000000 Penalty: 5929.494629
	Iteration 153F: 3 clusters Score -1.965141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -761241.000000 Penalty: 2173.174805
	Iteration 0F: 2 clusters Score -761241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -755876.250000 Penalty: 4346.349609
	Iteration 0F: 3 clusters Score -755876.2 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -757323.937500 Penalty: 4346.349609
	Iteration 1F: 3 clusters Score -757323.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -757662.937500 Penalty: 4346.349609
	Iteration 2F: 3 clusters Score -757662.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -757951.062500 Penalty: 4346.349609
	Iteration 3F: 3 clusters Score -757951.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -758237.875000 Penalty: 4346.349609
	Iteration 4F: 3 clusters Score -758237.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -758490.375000 Penalty: 4346.349609
	Iteration 5F: 3 clusters Score -758490.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -758756.625000 Penalty: 4346.349609
	Iteration 6F: 3 clusters Score -758756.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -758975.750000 Penalty: 4346.349609
	Iteration 7F: 3 clusters Score -758975.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -759174.687500 Penalty: 4346.349609
	Iteration 8Q: 3 clusters Score -759174.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -759357.937500 Penalty: 4346.349609
	Iteration 9Q: 3 clusters Score -759357.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -759509.937500 Penalty: 4346.349609
	Iteration 10Q: 3 clusters Score -759509.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -759604.187500 Penalty: 4346.349609
	Iteration 11Q: 3 clusters Score -759604.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -759667.500000 Penalty: 4346.349609
	Iteration 12Q: 3 clusters Score -759667.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -759727.812500 Penalty: 4346.349609
	Iteration 13Q: 3 clusters Score -759727.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -759761.312500 Penalty: 4346.349609
	Iteration 14Q: 3 clusters Score -759761.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -759786.437500 Penalty: 4346.349609
	Iteration 15Q: 3 clusters Score -759786.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -759805.625000 Penalty: 4346.349609
	Iteration 16Q: 3 clusters Score -759805.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -759818.187500 Penalty: 4346.349609
	Iteration 17Q: 3 clusters Score -759818.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -759833.687500 Penalty: 4346.349609
	Iteration 18Q: 3 clusters Score -759833.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -759849.375000 Penalty: 4346.349609
	Iteration 19Q: 3 clusters Score -759849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -759860.750000 Penalty: 4346.349609
	Iteration 20F: 3 clusters Score -759860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -759868.500000 Penalty: 4346.349609
	Iteration 21Q: 3 clusters Score -759868.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -759877.000000 Penalty: 4346.349609
	Iteration 22Q: 3 clusters Score -759877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -759883.625000 Penalty: 4346.349609
	Iteration 23Q: 3 clusters Score -759883.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -759888.750000 Penalty: 4346.349609
	Iteration 24Q: 3 clusters Score -759888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -759893.500000 Penalty: 4346.349609
	Iteration 25Q: 3 clusters Score -759893.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -759899.812500 Penalty: 4346.349609
	Iteration 26Q: 3 clusters Score -759899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -759902.687500 Penalty: 4346.349609
	Iteration 27Q: 3 clusters Score -759902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -759906.625000 Penalty: 4346.349609
	Iteration 28Q: 3 clusters Score -759906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -759908.750000 Penalty: 4346.349609
	Iteration 29Q: 3 clusters Score -759908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -759912.187500 Penalty: 4346.349609
	Iteration 30Q: 3 clusters Score -759912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -759913.875000 Penalty: 4346.349609
	Iteration 31Q: 3 clusters Score -759913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -759913.187500 Penalty: 4346.349609
	Iteration 32Q: 3 clusters Score -759913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -759915.125000 Penalty: 4346.349609
	Iteration 33Q: 3 clusters Score -759915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -759915.500000 Penalty: 4346.349609
	Iteration 34Q: 3 clusters Score -759915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -759917.875000 Penalty: 4346.349609
	Iteration 35Q: 3 clusters Score -759917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -759918.750000 Penalty: 4346.349609
	Iteration 36Q: 3 clusters Score -759918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -759919.187500 Penalty: 4346.349609
	Iteration 37Q: 3 clusters Score -759919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -759920.937500 Penalty: 4346.349609
	Iteration 38Q: 3 clusters Score -759920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -759922.187500 Penalty: 4346.349609
	Iteration 39Q: 3 clusters Score -759922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -759924.875000 Penalty: 4346.349609
	Iteration 40F: 3 clusters Score -759924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -759930.750000 Penalty: 4346.349609
	Iteration 41Q: 3 clusters Score -759930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -759932.625000 Penalty: 4346.349609
	Iteration 42Q: 3 clusters Score -759932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -759934.750000 Penalty: 4346.349609
	Iteration 43Q: 3 clusters Score -759934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -759938.500000 Penalty: 4346.349609
	Iteration 44Q: 3 clusters Score -759938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -759939.062500 Penalty: 4346.349609
	Iteration 45Q: 3 clusters Score -759939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -759940.000000 Penalty: 4346.349609
	Iteration 46Q: 3 clusters Score -759940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -759940.000000 Penalty: 4346.349609
	Iteration 47F: 3 clusters Score -759940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 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 389 members 
Entering Unmasked Estep 
Score: -82760.093750 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82760.09 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83256.859375 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83256.86 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83737.492188 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83737.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84022.062500 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -84022.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84158.406250 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -84158.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84257.093750 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -84257.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84327.539062 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84327.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84343.351562 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84343.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84346.562500 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -84346.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84348.671875 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -84348.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84349.984375 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -84349.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84349.984375 Penalty: 3300.459473
	Iteration 11F: 3 clusters Score -84349.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 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 157 members 
Entering Unmasked Estep 
Score: -27925.556641 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27925.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28090.306641 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28090.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28127.888672 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28127.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28153.509766 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28153.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28156.923828 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28156.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28162.316406 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28162.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28222.800781 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28273.410156 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28273.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28319.267578 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -28319.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28334.666016 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -28334.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28354.408203 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -28354.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28363.240234 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -28363.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28367.515625 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -28367.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28370.849609 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -28370.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28372.371094 Penalty: 2843.737305
	Iteration 14Q: 3 clusters Score -28372.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28372.371094 Penalty: 2843.737305
	Iteration 15F: 3 clusters Score -28372.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -381457.312500 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -381457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -378185.812500 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -378185.8 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378864.625000 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -378864.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -379064.718750 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -379064.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -379188.312500 Penalty: 3970.331055
	Iteration 3F: 3 clusters Score -379188.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -379268.375000 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -379268.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -379344.343750 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -379344.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -379406.000000 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -379406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -379456.562500 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -379456.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -379502.187500 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -379502.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -379553.562500 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -379553.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -379592.343750 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -379592.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -379630.468750 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -379630.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -379666.062500 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -379666.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -379699.187500 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -379699.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -379736.375000 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -379736.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -379768.562500 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -379768.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -379802.562500 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -379802.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -379829.937500 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -379829.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -379852.281250 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -379852.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -379875.093750 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -379875.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -379904.468750 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -379904.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -379924.937500 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -379924.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -379941.156250 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -379941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -379953.125000 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -379953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -379964.031250 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -379964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -379973.406250 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -379973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -379988.062500 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -379988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -379994.468750 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -379994.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -380002.843750 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -380002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -380010.968750 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -380011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -380015.281250 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -380015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -380016.437500 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -380016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -380016.406250 Penalty: 3970.331055
	Iteration 32Q: 3 clusters Score -380016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -380017.437500 Penalty: 3970.331055
	Iteration 33Q: 3 clusters Score -380017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -380018.593750 Penalty: 3970.331055
	Iteration 34Q: 3 clusters Score -380018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -380019.750000 Penalty: 3970.331055
	Iteration 35Q: 3 clusters Score -380019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -380020.843750 Penalty: 3970.331055
	Iteration 36Q: 3 clusters Score -380020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -380020.843750 Penalty: 3970.331055
	Iteration 37F: 3 clusters Score -380020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 309 members 
Entering Unmasked Estep 
Score: -65938.453125 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65938.45 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66222.007812 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66222.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66406.570312 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -66406.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66608.882812 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -66608.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66774.750000 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66774.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66881.851562 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66881.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66951.593750 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66951.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67005.851562 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -67005.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67036.828125 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -67036.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67058.593750 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -67058.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67063.023438 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -67063.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67069.750000 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -67069.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67071.843750 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -67071.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67071.843750 Penalty: 3176.993408
	Iteration 13F: 3 clusters Score -67071.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Entering Unmasked Estep 
Score: -3857833.750000 Penalty: 2562.832520
	Iteration 0F: 2 clusters Score -3857834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3836810.250000 Penalty: 5125.665039
	Iteration 0F: 3 clusters Score -3836810 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3844340.500000 Penalty: 5125.665039
	Iteration 1F: 3 clusters Score -3844340 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3844771.000000 Penalty: 5125.665039
	Iteration 2Q: 3 clusters Score -3844771 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3845198.000000 Penalty: 5125.665039
	Iteration 3Q: 3 clusters Score -3845198 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3845646.000000 Penalty: 5125.665039
	Iteration 4Q: 3 clusters Score -3845646 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3846208.750000 Penalty: 5125.665039
	Iteration 5Q: 3 clusters Score -3846209 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3846991.750000 Penalty: 5125.665039
	Iteration 6Q: 3 clusters Score -3846992 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3848104.250000 Penalty: 5125.665039
	Iteration 7F: 3 clusters Score -3848104 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3849672.250000 Penalty: 5125.665039
	Iteration 8F: 3 clusters Score -3849672 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3851646.500000 Penalty: 5125.665039
	Iteration 9F: 3 clusters Score -3851646 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3853769.500000 Penalty: 5125.665039
	Iteration 10Q: 3 clusters Score -3853770 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3854966.750000 Penalty: 5125.665039
	Iteration 11Q: 3 clusters Score -3854967 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3855410.000000 Penalty: 5125.665039
	Iteration 12Q: 3 clusters Score -3855410 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3855575.750000 Penalty: 5125.665039
	Iteration 13Q: 3 clusters Score -3855576 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3855645.500000 Penalty: 5125.665039
	Iteration 14Q: 3 clusters Score -3855646 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3855688.750000 Penalty: 5125.665039
	Iteration 15Q: 3 clusters Score -3855689 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3855709.250000 Penalty: 5125.665039
	Iteration 16Q: 3 clusters Score -3855709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3855735.000000 Penalty: 5125.665039
	Iteration 17Q: 3 clusters Score -3855735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3855742.000000 Penalty: 5125.665039
	Iteration 18Q: 3 clusters Score -3855742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3855760.500000 Penalty: 5125.665039
	Iteration 19Q: 3 clusters Score -3855760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3855768.500000 Penalty: 5125.665039
	Iteration 20F: 3 clusters Score -3855768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3855777.250000 Penalty: 5125.665039
	Iteration 21Q: 3 clusters Score -3855777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3855783.000000 Penalty: 5125.665039
	Iteration 22Q: 3 clusters Score -3855783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3855782.500000 Penalty: 5125.665039
	Iteration 23Q: 3 clusters Score -3855782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3855797.000000 Penalty: 5125.665039
	Iteration 24Q: 3 clusters Score -3855797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3855804.000000 Penalty: 5125.665039
	Iteration 25Q: 3 clusters Score -3855804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3855811.000000 Penalty: 5125.665039
	Iteration 26Q: 3 clusters Score -3855811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3855808.000000 Penalty: 5125.665039
	Iteration 27Q: 3 clusters Score -3855808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3855806.750000 Penalty: 5125.665039
	Iteration 28Q: 3 clusters Score -3855807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3855799.000000 Penalty: 5125.665039
	Iteration 29Q: 3 clusters Score -3855799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3855804.000000 Penalty: 5125.665039
	Iteration 30Q: 3 clusters Score -3855804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3855801.750000 Penalty: 5125.665039
	Iteration 31Q: 3 clusters Score -3855802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3855800.750000 Penalty: 5125.665039
	Iteration 32Q: 3 clusters Score -3855801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3855802.250000 Penalty: 5125.665039
	Iteration 33Q: 3 clusters Score -3855802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3855805.000000 Penalty: 5125.665039
	Iteration 34Q: 3 clusters Score -3855805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3855809.000000 Penalty: 5125.665039
	Iteration 35Q: 3 clusters Score -3855809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3855807.500000 Penalty: 5125.665039
	Iteration 36Q: 3 clusters Score -3855808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3855806.250000 Penalty: 5125.665039
	Iteration 37Q: 3 clusters Score -3855806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3855806.250000 Penalty: 5125.665039
	Iteration 38Q: 3 clusters Score -3855806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3855808.000000 Penalty: 5125.665039
	Iteration 39Q: 3 clusters Score -3855808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3855806.500000 Penalty: 5125.665039
	Iteration 40F: 3 clusters Score -3855806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 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 182 members 
Entering Unmasked Estep 
Score: -41318.277344 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41318.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41442.484375 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41442.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41475.011719 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41475.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41478.664062 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41478.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41481.800781 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41481.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41481.800781 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -41481.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (198911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198911 members 
Entering Unmasked Estep 
Score: -24942844.000000 Penalty: 3025.751953
	Iteration 0F: 2 clusters Score -2.494284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -24818512.000000 Penalty: 6051.503906
	Iteration 0F: 3 clusters Score -2.481851e+07 nChanged 95657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -24874540.000000 Penalty: 6051.503906
	Iteration 1F: 3 clusters Score -2.487454e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -24875580.000000 Penalty: 6051.503906
	Iteration 2Q: 3 clusters Score -2.487558e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -24876824.000000 Penalty: 6051.503906
	Iteration 3Q: 3 clusters Score -2.487682e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -24879122.000000 Penalty: 6051.503906
	Iteration 4Q: 3 clusters Score -2.487912e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -24883692.000000 Penalty: 6051.503906
	Iteration 5Q: 3 clusters Score -2.488369e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 136828 members 
Entering Unmasked Estep 
Score: -24891674.000000 Penalty: 6051.503906
	Iteration 6F: 3 clusters Score -2.489167e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -24904130.000000 Penalty: 6051.503906
	Iteration 7F: 3 clusters Score -2.490413e+07 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -24917748.000000 Penalty: 6051.503906
	Iteration 8F: 3 clusters Score -2.491775e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 182563 members 
Entering Unmasked Estep 
Score: -24928168.000000 Penalty: 6051.503906
	Iteration 9F: 3 clusters Score -2.492817e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -24934112.000000 Penalty: 6051.503906
	Iteration 10Q: 3 clusters Score -2.493411e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 195162 members 
Entering Unmasked Estep 
Score: -24937390.000000 Penalty: 6051.503906
	Iteration 11Q: 3 clusters Score -2.493739e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 197070 members 
Entering Unmasked Estep 
Score: -24938836.000000 Penalty: 6051.503906
	Iteration 12Q: 3 clusters Score -2.493884e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 197906 members 
Entering Unmasked Estep 
Score: -24939534.000000 Penalty: 6051.503906
	Iteration 13Q: 3 clusters Score -2.493953e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 198246 members 
Entering Unmasked Estep 
Score: -24939880.000000 Penalty: 6051.503906
	Iteration 14Q: 3 clusters Score -2.493988e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 198387 members 
Entering Unmasked Estep 
Score: -24940034.000000 Penalty: 6051.503906
	Iteration 15Q: 3 clusters Score -2.494003e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 198469 members 
Entering Unmasked Estep 
Score: -24940142.000000 Penalty: 6051.503906
	Iteration 16Q: 3 clusters Score -2.494014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 198505 members 
Entering Unmasked Estep 
Score: -24940208.000000 Penalty: 6051.503906
	Iteration 17Q: 3 clusters Score -2.494021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 198529 members 
Entering Unmasked Estep 
Score: -24940224.000000 Penalty: 6051.503906
	Iteration 18Q: 3 clusters Score -2.494022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 198543 members 
Entering Unmasked Estep 
Score: -24940244.000000 Penalty: 6051.503906
	Iteration 19Q: 3 clusters Score -2.494024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 198551 members 
Entering Unmasked Estep 
Score: -24940252.000000 Penalty: 6051.503906
	Iteration 20F: 3 clusters Score -2.494025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 198554 members 
Entering Unmasked Estep 
Score: -24940260.000000 Penalty: 6051.503906
	Iteration 21Q: 3 clusters Score -2.494026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198560 members 
Entering Unmasked Estep 
Score: -24940260.000000 Penalty: 6051.503906
	Iteration 22Q: 3 clusters Score -2.494026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 198563 members 
Entering Unmasked Estep 
Score: -24940282.000000 Penalty: 6051.503906
	Iteration 23Q: 3 clusters Score -2.494028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 198573 members 
Entering Unmasked Estep 
Score: -24940278.000000 Penalty: 6051.503906
	Iteration 24Q: 3 clusters Score -2.494028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 198579 members 
Entering Unmasked Estep 
Score: -24940298.000000 Penalty: 6051.503906
	Iteration 25Q: 3 clusters Score -2.49403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 198586 members 
Entering Unmasked Estep 
Score: -24940294.000000 Penalty: 6051.503906
	Iteration 26Q: 3 clusters Score -2.494029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198589 members 
Entering Unmasked Estep 
Score: -24940294.000000 Penalty: 6051.503906
	Iteration 27Q: 3 clusters Score -2.494029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 198590 members 
Entering Unmasked Estep 
Score: -24940310.000000 Penalty: 6051.503906
	Iteration 28Q: 3 clusters Score -2.494031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 198594 members 
Entering Unmasked Estep 
Score: -24940310.000000 Penalty: 6051.503906
	Iteration 29Q: 3 clusters Score -2.494031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 198595 members 
Entering Unmasked Estep 
Score: -24940306.000000 Penalty: 6051.503906
	Iteration 30Q: 3 clusters Score -2.494031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 198596 members 
Entering Unmasked Estep 
Score: -24940318.000000 Penalty: 6051.503906
	Iteration 31Q: 3 clusters Score -2.494032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 198597 members 
Entering Unmasked Estep 
Score: -24940316.000000 Penalty: 6051.503906
	Iteration 32Q: 3 clusters Score -2.494032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 198597 members 
Entering Unmasked Estep 
Score: -24940316.000000 Penalty: 6051.503906
	Iteration 33F: 3 clusters Score -2.494032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50632 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69155 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176453 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156933 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155535 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738416.000000 Penalty: 64371.320312
Iteration 439Q: 20 clusters Score -1.057384e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50630 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69158 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176455 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156934 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155536 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738424.000000 Penalty: 64371.320312
Iteration 440F: 20 clusters Score -1.057384e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50630 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69159 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176449 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156941 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155534 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30759 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738448.000000 Penalty: 64371.320312
Iteration 441Q: 20 clusters Score -1.057384e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50631 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176447 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156943 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155536 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30757 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 442Q: 20 clusters Score -1.057385e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50628 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176454 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156951 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155532 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30756 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 443Q: 20 clusters Score -1.057385e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50623 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176462 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156952 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155527 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738528.000000 Penalty: 64371.320312
Iteration 444Q: 20 clusters Score -1.057385e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50618 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69166 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176471 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156953 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155525 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738512.000000 Penalty: 64371.320312
Iteration 445Q: 20 clusters Score -1.057385e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50617 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69167 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176476 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156954 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155521 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 446Q: 20 clusters Score -1.057385e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50613 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69168 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176486 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156958 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155514 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738528.000000 Penalty: 64371.320312
Iteration 447Q: 20 clusters Score -1.057385e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50605 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69167 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176483 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156968 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155505 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30765 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738560.000000 Penalty: 64371.320312
Iteration 448Q: 20 clusters Score -1.057386e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50601 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176474 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156981 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155500 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30770 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 449Q: 20 clusters Score -1.057385e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50591 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69161 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176462 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156988 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155505 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30774 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 450Q: 20 clusters Score -1.057385e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50586 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69164 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176445 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156997 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155503 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30775 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 451Q: 20 clusters Score -1.057385e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50582 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176439 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157001 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155504 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30776 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 452Q: 20 clusters Score -1.057385e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50579 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69166 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176437 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157001 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155507 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30781 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 453Q: 20 clusters Score -1.057385e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50576 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69168 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176440 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157004 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155512 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30780 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738576.000000 Penalty: 64371.320312
Iteration 454Q: 20 clusters Score -1.057386e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50574 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176439 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157008 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155507 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30779 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 455Q: 20 clusters Score -1.057385e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50572 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176441 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157008 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155500 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30780 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738576.000000 Penalty: 64371.320312
Iteration 456Q: 20 clusters Score -1.057386e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50567 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69174 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176436 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157015 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155505 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30783 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738552.000000 Penalty: 64371.320312
Iteration 457Q: 20 clusters Score -1.057386e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50561 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69176 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176426 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157019 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155512 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30785 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738544.000000 Penalty: 64371.320312
Iteration 458Q: 20 clusters Score -1.057385e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50554 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69177 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176427 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157018 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155517 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30784 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738528.000000 Penalty: 64371.320312
Iteration 459Q: 20 clusters Score -1.057385e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50549 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69178 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176425 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157019 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155520 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30785 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 460F: 20 clusters Score -1.057385e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50550 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69180 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176416 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157012 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155523 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30786 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738536.000000 Penalty: 64371.320312
Iteration 461Q: 20 clusters Score -1.057385e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50550 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69180 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176403 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157006 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155531 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30788 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738560.000000 Penalty: 64371.320312
Iteration 462Q: 20 clusters Score -1.057386e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50550 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69177 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176404 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 156999 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155534 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30793 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 463Q: 20 clusters Score -1.057385e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50547 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69176 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176393 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157003 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155539 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738488.000000 Penalty: 64371.320312
Iteration 464Q: 20 clusters Score -1.057385e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50542 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69174 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176391 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157010 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155542 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30799 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 465Q: 20 clusters Score -1.057385e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50540 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176390 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157012 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155543 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738440.000000 Penalty: 64371.320312
Iteration 466Q: 20 clusters Score -1.057384e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50540 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176389 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157014 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155542 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30806 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 467Q: 20 clusters Score -1.057385e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50541 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69168 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176379 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157018 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155546 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30807 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738520.000000 Penalty: 64371.320312
Iteration 468Q: 20 clusters Score -1.057385e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50543 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176379 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157019 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155548 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30807 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 469Q: 20 clusters Score -1.057385e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50541 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69168 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176382 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157013 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155547 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30807 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738600.000000 Penalty: 64371.320312
Iteration 470Q: 20 clusters Score -1.057386e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50538 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176378 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157012 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155545 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738576.000000 Penalty: 64371.320312
Iteration 471Q: 20 clusters Score -1.057386e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50537 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176370 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157011 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155545 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738568.000000 Penalty: 64371.320312
Iteration 472Q: 20 clusters Score -1.057386e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50535 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69164 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176366 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157013 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155544 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738528.000000 Penalty: 64371.320312
Iteration 473Q: 20 clusters Score -1.057385e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50534 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69164 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176363 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157014 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155548 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 474Q: 20 clusters Score -1.057385e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50533 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176366 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157012 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155547 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738488.000000 Penalty: 64371.320312
Iteration 475Q: 20 clusters Score -1.057385e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50533 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69167 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176364 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157013 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155550 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 476Q: 20 clusters Score -1.057385e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50533 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176361 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157016 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155552 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738512.000000 Penalty: 64371.320312
Iteration 477Q: 20 clusters Score -1.057385e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50533 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69172 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176358 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157021 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155553 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 478Q: 20 clusters Score -1.057385e+08 nChanged 22
Entering ConstructFrom: 
Score: -105738480.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -148273.921875 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -148273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146168.140625 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -146168.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -146532.406250 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -146532.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146666.375000 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -146666.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -146760.125000 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -146760.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146818.218750 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -146818.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -146851.500000 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -146851.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -146896.312500 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -146896.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -146950.421875 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -146950.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -146979.484375 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -146979.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -147007.640625 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -147007.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -147031.531250 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -147031.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -147053.859375 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -147053.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -147075.437500 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -147075.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -147107.375000 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -147107.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -147127.843750 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -147127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147137.093750 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -147137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -147147.531250 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -147147.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -147161.656250 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -147161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -147172.609375 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -147172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -147179.765625 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -147179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -147188.109375 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -147188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -147194.375000 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -147194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -147196.312500 Penalty: 3531.740479
	Iteration 22Q: 3 clusters Score -147196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147198.000000 Penalty: 3531.740479
	Iteration 23Q: 3 clusters Score -147198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147198.000000 Penalty: 3531.740479
	Iteration 24F: 3 clusters Score -147198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Entering Unmasked Estep 
Score: -6390274.500000 Penalty: 2685.939453
	Iteration 0F: 2 clusters Score -6390274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -6356310.500000 Penalty: 5371.878906
	Iteration 0F: 3 clusters Score -6356310 nChanged 23347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -6369340.000000 Penalty: 5371.878906
	Iteration 1F: 3 clusters Score -6369340 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -6370170.500000 Penalty: 5371.878906
	Iteration 2Q: 3 clusters Score -6370170 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -6371220.500000 Penalty: 5371.878906
	Iteration 3Q: 3 clusters Score -6371220 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -6372820.000000 Penalty: 5371.878906
	Iteration 4F: 3 clusters Score -6372820 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -6375393.500000 Penalty: 5371.878906
	Iteration 5F: 3 clusters Score -6375394 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -6378919.000000 Penalty: 5371.878906
	Iteration 6F: 3 clusters Score -6378919 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -6382597.000000 Penalty: 5371.878906
	Iteration 7F: 3 clusters Score -6382597 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6385358.500000 Penalty: 5371.878906
	Iteration 8F: 3 clusters Score -6385358 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6386799.000000 Penalty: 5371.878906
	Iteration 9Q: 3 clusters Score -6386799 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6387493.000000 Penalty: 5371.878906
	Iteration 10Q: 3 clusters Score -6387493 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6387813.000000 Penalty: 5371.878906
	Iteration 11Q: 3 clusters Score -6387813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6387976.000000 Penalty: 5371.878906
	Iteration 12Q: 3 clusters Score -6387976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6388058.500000 Penalty: 5371.878906
	Iteration 13Q: 3 clusters Score -6388058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6388102.000000 Penalty: 5371.878906
	Iteration 14Q: 3 clusters Score -6388102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6388144.000000 Penalty: 5371.878906
	Iteration 15Q: 3 clusters Score -6388144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6388162.500000 Penalty: 5371.878906
	Iteration 16Q: 3 clusters Score -6388162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6388175.500000 Penalty: 5371.878906
	Iteration 17Q: 3 clusters Score -6388176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6388181.500000 Penalty: 5371.878906
	Iteration 18Q: 3 clusters Score -6388182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6388184.000000 Penalty: 5371.878906
	Iteration 19Q: 3 clusters Score -6388184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6388194.500000 Penalty: 5371.878906
	Iteration 20F: 3 clusters Score -6388194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6388198.000000 Penalty: 5371.878906
	Iteration 21Q: 3 clusters Score -6388198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6388199.000000 Penalty: 5371.878906
	Iteration 22Q: 3 clusters Score -6388199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6388204.500000 Penalty: 5371.878906
	Iteration 23Q: 3 clusters Score -6388204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6388206.000000 Penalty: 5371.878906
	Iteration 24Q: 3 clusters Score -6388206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6388210.000000 Penalty: 5371.878906
	Iteration 25Q: 3 clusters Score -6388210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6388213.000000 Penalty: 5371.878906
	Iteration 26Q: 3 clusters Score -6388213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6388203.500000 Penalty: 5371.878906
	Iteration 27Q: 3 clusters Score -6388204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6388206.500000 Penalty: 5371.878906
	Iteration 28Q: 3 clusters Score -6388206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6388212.000000 Penalty: 5371.878906
	Iteration 29Q: 3 clusters Score -6388212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6388201.500000 Penalty: 5371.878906
	Iteration 30Q: 3 clusters Score -6388202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6388206.000000 Penalty: 5371.878906
	Iteration 31Q: 3 clusters Score -6388206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6388207.000000 Penalty: 5371.878906
	Iteration 32Q: 3 clusters Score -6388207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6388212.000000 Penalty: 5371.878906
	Iteration 33Q: 3 clusters Score -6388212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6388215.000000 Penalty: 5371.878906
	Iteration 34Q: 3 clusters Score -6388215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6388204.500000 Penalty: 5371.878906
	Iteration 35Q: 3 clusters Score -6388204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6388202.000000 Penalty: 5371.878906
	Iteration 36Q: 3 clusters Score -6388202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6388207.000000 Penalty: 5371.878906
	Iteration 37Q: 3 clusters Score -6388207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6388214.000000 Penalty: 5371.878906
	Iteration 38Q: 3 clusters Score -6388214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6388214.000000 Penalty: 5371.878906
	Iteration 39F: 3 clusters Score -6388214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -208097.390625 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -208097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205783.281250 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -205783.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -206532.125000 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -206532.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -207001.500000 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -207001.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -207413.718750 Penalty: 3718.064453
	Iteration 3F: 3 clusters Score -207413.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -207622.156250 Penalty: 3718.064453
	Iteration 4F: 3 clusters Score -207622.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -207721.203125 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -207721.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -207760.859375 Penalty: 3718.064453
	Iteration 6Q: 3 clusters Score -207760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -207783.859375 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -207783.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -207807.406250 Penalty: 3718.064453
	Iteration 8Q: 3 clusters Score -207807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -207817.031250 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -207817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -207819.718750 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -207819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -207821.953125 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -207822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -207822.921875 Penalty: 3718.064453
	Iteration 12Q: 3 clusters Score -207822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -207822.921875 Penalty: 3718.064453
	Iteration 13F: 3 clusters Score -207822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -190015.125000 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -190015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187730.781250 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -187730.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188090.546875 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -188090.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -188204.203125 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -188204.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188256.984375 Penalty: 3641.375977
	Iteration 3Q: 3 clusters Score -188257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188283.375000 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -188283.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -188298.375000 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -188298.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188311.921875 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -188311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188323.000000 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -188323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188330.843750 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -188330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -188336.375000 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -188336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -188337.828125 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -188337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -188339.531250 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -188339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -188346.250000 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -188346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188347.984375 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -188348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188349.484375 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -188349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188349.484375 Penalty: 3641.375977
	Iteration 15F: 3 clusters Score -188349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Entering Unmasked Estep 
Score: -8429843.000000 Penalty: 2763.802734
	Iteration 0F: 2 clusters Score -8429843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -8383492.500000 Penalty: 5527.605469
	Iteration 0F: 3 clusters Score -8383492 nChanged 32281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8401440.000000 Penalty: 5527.605469
	Iteration 1F: 3 clusters Score -8401440 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8401918.000000 Penalty: 5527.605469
	Iteration 2Q: 3 clusters Score -8401918 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -8402497.000000 Penalty: 5527.605469
	Iteration 3Q: 3 clusters Score -8402497 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -8403066.000000 Penalty: 5527.605469
	Iteration 4Q: 3 clusters Score -8403066 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8403709.000000 Penalty: 5527.605469
	Iteration 5Q: 3 clusters Score -8403709 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -8404333.000000 Penalty: 5527.605469
	Iteration 6Q: 3 clusters Score -8404333 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8405089.000000 Penalty: 5527.605469
	Iteration 7Q: 3 clusters Score -8405089 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8406004.000000 Penalty: 5527.605469
	Iteration 8Q: 3 clusters Score -8406004 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8407098.000000 Penalty: 5527.605469
	Iteration 9Q: 3 clusters Score -8407098 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8408344.000000 Penalty: 5527.605469
	Iteration 10Q: 3 clusters Score -8408344 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8409918.000000 Penalty: 5527.605469
	Iteration 11Q: 3 clusters Score -8409918 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -8411692.000000 Penalty: 5527.605469
	Iteration 12Q: 3 clusters Score -8411692 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -8413677.000000 Penalty: 5527.605469
	Iteration 13Q: 3 clusters Score -8413677 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -8415777.000000 Penalty: 5527.605469
	Iteration 14Q: 3 clusters Score -8415777 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -8417240.000000 Penalty: 5527.605469
	Iteration 15Q: 3 clusters Score -8417240 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -8417953.000000 Penalty: 5527.605469
	Iteration 16Q: 3 clusters Score -8417953 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -8418477.000000 Penalty: 5527.605469
	Iteration 17Q: 3 clusters Score -8418477 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -8418996.000000 Penalty: 5527.605469
	Iteration 18Q: 3 clusters Score -8418996 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -8419453.000000 Penalty: 5527.605469
	Iteration 19Q: 3 clusters Score -8419453 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -8419922.000000 Penalty: 5527.605469
	Iteration 20F: 3 clusters Score -8419922 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -8420455.000000 Penalty: 5527.605469
	Iteration 21Q: 3 clusters Score -8420455 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -8421020.000000 Penalty: 5527.605469
	Iteration 22Q: 3 clusters Score -8421020 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -8421536.000000 Penalty: 5527.605469
	Iteration 23Q: 3 clusters Score -8421536 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -8422073.000000 Penalty: 5527.605469
	Iteration 24Q: 3 clusters Score -8422073 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -8422483.000000 Penalty: 5527.605469
	Iteration 25Q: 3 clusters Score -8422483 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -8422923.000000 Penalty: 5527.605469
	Iteration 26Q: 3 clusters Score -8422923 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -8423318.000000 Penalty: 5527.605469
	Iteration 27Q: 3 clusters Score -8423318 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -8423671.000000 Penalty: 5527.605469
	Iteration 28Q: 3 clusters Score -8423671 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -8424011.000000 Penalty: 5527.605469
	Iteration 29Q: 3 clusters Score -8424011 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -8424274.000000 Penalty: 5527.605469
	Iteration 30Q: 3 clusters Score -8424274 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -8424594.000000 Penalty: 5527.605469
	Iteration 31Q: 3 clusters Score -8424594 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8424912.000000 Penalty: 5527.605469
	Iteration 32Q: 3 clusters Score -8424912 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -8425238.000000 Penalty: 5527.605469
	Iteration 33Q: 3 clusters Score -8425238 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8425599.000000 Penalty: 5527.605469
	Iteration 34Q: 3 clusters Score -8425599 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -8425934.000000 Penalty: 5527.605469
	Iteration 35Q: 3 clusters Score -8425934 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -8426284.000000 Penalty: 5527.605469
	Iteration 36Q: 3 clusters Score -8426284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -8426597.000000 Penalty: 5527.605469
	Iteration 37Q: 3 clusters Score -8426597 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -8426853.000000 Penalty: 5527.605469
	Iteration 38Q: 3 clusters Score -8426853 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -8427055.000000 Penalty: 5527.605469
	Iteration 39Q: 3 clusters Score -8427055 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -8427224.000000 Penalty: 5527.605469
	Iteration 40F: 3 clusters Score -8427224 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -8427371.000000 Penalty: 5527.605469
	Iteration 41Q: 3 clusters Score -8427371 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -8427470.000000 Penalty: 5527.605469
	Iteration 42Q: 3 clusters Score -8427470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -8427541.000000 Penalty: 5527.605469
	Iteration 43Q: 3 clusters Score -8427541 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -8427621.000000 Penalty: 5527.605469
	Iteration 44Q: 3 clusters Score -8427621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -8427654.000000 Penalty: 5527.605469
	Iteration 45Q: 3 clusters Score -8427654 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -8427692.000000 Penalty: 5527.605469
	Iteration 46Q: 3 clusters Score -8427692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -8427740.000000 Penalty: 5527.605469
	Iteration 47Q: 3 clusters Score -8427740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -8427768.000000 Penalty: 5527.605469
	Iteration 48Q: 3 clusters Score -8427768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -8427803.000000 Penalty: 5527.605469
	Iteration 49Q: 3 clusters Score -8427803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -8427823.000000 Penalty: 5527.605469
	Iteration 50Q: 3 clusters Score -8427823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -8427843.000000 Penalty: 5527.605469
	Iteration 51Q: 3 clusters Score -8427843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -8427874.000000 Penalty: 5527.605469
	Iteration 52Q: 3 clusters Score -8427874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -8427874.000000 Penalty: 5527.605469
	Iteration 53Q: 3 clusters Score -8427874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -8427895.000000 Penalty: 5527.605469
	Iteration 54Q: 3 clusters Score -8427895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -8427909.000000 Penalty: 5527.605469
	Iteration 55Q: 3 clusters Score -8427909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -8427930.000000 Penalty: 5527.605469
	Iteration 56Q: 3 clusters Score -8427930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -8427936.000000 Penalty: 5527.605469
	Iteration 57Q: 3 clusters Score -8427936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -8427941.000000 Penalty: 5527.605469
	Iteration 58Q: 3 clusters Score -8427941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -8427965.000000 Penalty: 5527.605469
	Iteration 59Q: 3 clusters Score -8427965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8427973.000000 Penalty: 5527.605469
	Iteration 60F: 3 clusters Score -8427973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -8427985.000000 Penalty: 5527.605469
	Iteration 61Q: 3 clusters Score -8427985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -8427985.000000 Penalty: 5527.605469
	Iteration 62Q: 3 clusters Score -8427985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -8427977.000000 Penalty: 5527.605469
	Iteration 63Q: 3 clusters Score -8427977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -8427987.000000 Penalty: 5527.605469
	Iteration 64Q: 3 clusters Score -8427987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -8427993.000000 Penalty: 5527.605469
	Iteration 65Q: 3 clusters Score -8427993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -8427991.000000 Penalty: 5527.605469
	Iteration 66Q: 3 clusters Score -8427991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8427993.000000 Penalty: 5527.605469
	Iteration 67Q: 3 clusters Score -8427993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -8428002.000000 Penalty: 5527.605469
	Iteration 68Q: 3 clusters Score -8428002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8428001.000000 Penalty: 5527.605469
	Iteration 69Q: 3 clusters Score -8428001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -8428003.000000 Penalty: 5527.605469
	Iteration 70Q: 3 clusters Score -8428003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8428005.000000 Penalty: 5527.605469
	Iteration 71Q: 3 clusters Score -8428005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8428005.000000 Penalty: 5527.605469
	Iteration 72F: 3 clusters Score -8428005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -68916.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -68916.14 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 341 members 
Entering Unmasked Estep 
Score: -67452.726562 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -67452.73 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68174.945312 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -68174.95 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68749.507812 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -68749.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68979.992188 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -68979.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69081.703125 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -69081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69108.429688 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -69108.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69113.054688 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -69113.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69113.054688 Penalty: 3230.562256
	Iteration 7F: 3 clusters Score -69113.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50534 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69173 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 176347 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157031 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155554 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198914 members 
Mstep: Class 20 contains 168 members 
Entering Unmasked Estep 
Score: -105736888.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105738480.000000 to -105736888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (176347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176347 members 
Entering Unmasked Estep 
Score: -22096108.000000 Penalty: 2995.891846
	Iteration 0F: 2 clusters Score -2.209611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -21981730.000000 Penalty: 5991.783691
	Iteration 0F: 3 clusters Score -2.198173e+07 nChanged 84659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -22032218.000000 Penalty: 5991.783691
	Iteration 1F: 3 clusters Score -2.203222e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -22034114.000000 Penalty: 5991.783691
	Iteration 2Q: 3 clusters Score -2.203411e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -22036514.000000 Penalty: 5991.783691
	Iteration 3Q: 3 clusters Score -2.203651e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -22040240.000000 Penalty: 5991.783691
	Iteration 4Q: 3 clusters Score -2.204024e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -22045250.000000 Penalty: 5991.783691
	Iteration 5Q: 3 clusters Score -2.204525e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -22051622.000000 Penalty: 5991.783691
	Iteration 6F: 3 clusters Score -2.205162e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -22059788.000000 Penalty: 5991.783691
	Iteration 7F: 3 clusters Score -2.205979e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -22067506.000000 Penalty: 5991.783691
	Iteration 8F: 3 clusters Score -2.206751e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -22072280.000000 Penalty: 5991.783691
	Iteration 9F: 3 clusters Score -2.207228e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -22073930.000000 Penalty: 5991.783691
	Iteration 10Q: 3 clusters Score -2.207393e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -22074458.000000 Penalty: 5991.783691
	Iteration 11Q: 3 clusters Score -2.207446e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -22074960.000000 Penalty: 5991.783691
	Iteration 12Q: 3 clusters Score -2.207496e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -22075246.000000 Penalty: 5991.783691
	Iteration 13Q: 3 clusters Score -2.207525e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -22075654.000000 Penalty: 5991.783691
	Iteration 14Q: 3 clusters Score -2.207565e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 115088 members 
Entering Unmasked Estep 
Score: -22075912.000000 Penalty: 5991.783691
	Iteration 15Q: 3 clusters Score -2.207591e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 116912 members 
Entering Unmasked Estep 
Score: -22076230.000000 Penalty: 5991.783691
	Iteration 16Q: 3 clusters Score -2.207623e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -22076604.000000 Penalty: 5991.783691
	Iteration 17Q: 3 clusters Score -2.20766e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 120982 members 
Entering Unmasked Estep 
Score: -22077148.000000 Penalty: 5991.783691
	Iteration 18Q: 3 clusters Score -2.207715e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -22077556.000000 Penalty: 5991.783691
	Iteration 19Q: 3 clusters Score -2.207756e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -22078050.000000 Penalty: 5991.783691
	Iteration 20F: 3 clusters Score -2.207805e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -22078526.000000 Penalty: 5991.783691
	Iteration 21Q: 3 clusters Score -2.207853e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -22079102.000000 Penalty: 5991.783691
	Iteration 22Q: 3 clusters Score -2.20791e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 133596 members 
Entering Unmasked Estep 
Score: -22079768.000000 Penalty: 5991.783691
	Iteration 23Q: 3 clusters Score -2.207977e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 136395 members 
Entering Unmasked Estep 
Score: -22080650.000000 Penalty: 5991.783691
	Iteration 24Q: 3 clusters Score -2.208065e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -22081358.000000 Penalty: 5991.783691
	Iteration 25Q: 3 clusters Score -2.208136e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 142248 members 
Entering Unmasked Estep 
Score: -22082316.000000 Penalty: 5991.783691
	Iteration 26Q: 3 clusters Score -2.208232e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -22083374.000000 Penalty: 5991.783691
	Iteration 27Q: 3 clusters Score -2.208337e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 148651 members 
Entering Unmasked Estep 
Score: -22084384.000000 Penalty: 5991.783691
	Iteration 28Q: 3 clusters Score -2.208438e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -22085544.000000 Penalty: 5991.783691
	Iteration 29Q: 3 clusters Score -2.208554e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -22086830.000000 Penalty: 5991.783691
	Iteration 30Q: 3 clusters Score -2.208683e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -22087932.000000 Penalty: 5991.783691
	Iteration 31Q: 3 clusters Score -2.208793e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 161057 members 
Entering Unmasked Estep 
Score: -22088854.000000 Penalty: 5991.783691
	Iteration 32Q: 3 clusters Score -2.208885e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -22089758.000000 Penalty: 5991.783691
	Iteration 33Q: 3 clusters Score -2.208976e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 165721 members 
Entering Unmasked Estep 
Score: -22090322.000000 Penalty: 5991.783691
	Iteration 34Q: 3 clusters Score -2.209032e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 167599 members 
Entering Unmasked Estep 
Score: -22090856.000000 Penalty: 5991.783691
	Iteration 35Q: 3 clusters Score -2.209086e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 169135 members 
Entering Unmasked Estep 
Score: -22091250.000000 Penalty: 5991.783691
	Iteration 36Q: 3 clusters Score -2.209125e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -22091610.000000 Penalty: 5991.783691
	Iteration 37Q: 3 clusters Score -2.209161e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -22092028.000000 Penalty: 5991.783691
	Iteration 38Q: 3 clusters Score -2.209203e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -22092224.000000 Penalty: 5991.783691
	Iteration 39Q: 3 clusters Score -2.209222e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -22092468.000000 Penalty: 5991.783691
	Iteration 40F: 3 clusters Score -2.209247e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -22092614.000000 Penalty: 5991.783691
	Iteration 41Q: 3 clusters Score -2.209261e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 173797 members 
Entering Unmasked Estep 
Score: -22092776.000000 Penalty: 5991.783691
	Iteration 42Q: 3 clusters Score -2.209278e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -22092890.000000 Penalty: 5991.783691
	Iteration 43Q: 3 clusters Score -2.209289e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -22092984.000000 Penalty: 5991.783691
	Iteration 44Q: 3 clusters Score -2.209298e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -22093046.000000 Penalty: 5991.783691
	Iteration 45Q: 3 clusters Score -2.209305e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -22093122.000000 Penalty: 5991.783691
	Iteration 46Q: 3 clusters Score -2.209312e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -22093238.000000 Penalty: 5991.783691
	Iteration 47Q: 3 clusters Score -2.209324e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -22093296.000000 Penalty: 5991.783691
	Iteration 48Q: 3 clusters Score -2.20933e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -22093340.000000 Penalty: 5991.783691
	Iteration 49Q: 3 clusters Score -2.209334e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 175224 members 
Entering Unmasked Estep 
Score: -22093398.000000 Penalty: 5991.783691
	Iteration 50Q: 3 clusters Score -2.20934e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -22093462.000000 Penalty: 5991.783691
	Iteration 51Q: 3 clusters Score -2.209346e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -22093476.000000 Penalty: 5991.783691
	Iteration 52Q: 3 clusters Score -2.209348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -22093502.000000 Penalty: 5991.783691
	Iteration 53Q: 3 clusters Score -2.20935e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -22093510.000000 Penalty: 5991.783691
	Iteration 54Q: 3 clusters Score -2.209351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -22093548.000000 Penalty: 5991.783691
	Iteration 55Q: 3 clusters Score -2.209355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 175407 members 
Entering Unmasked Estep 
Score: -22093576.000000 Penalty: 5991.783691
	Iteration 56Q: 3 clusters Score -2.209358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -22093566.000000 Penalty: 5991.783691
	Iteration 57Q: 3 clusters Score -2.209357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -22093542.000000 Penalty: 5991.783691
	Iteration 58Q: 3 clusters Score -2.209354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -22093554.000000 Penalty: 5991.783691
	Iteration 59Q: 3 clusters Score -2.209355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -22093548.000000 Penalty: 5991.783691
	Iteration 60F: 3 clusters Score -2.209355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 175481 members 
Entering Unmasked Estep 
Score: -22093592.000000 Penalty: 5991.783691
	Iteration 61Q: 3 clusters Score -2.209359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 175489 members 
Entering Unmasked Estep 
Score: -22093596.000000 Penalty: 5991.783691
	Iteration 62Q: 3 clusters Score -2.20936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -22093598.000000 Penalty: 5991.783691
	Iteration 63Q: 3 clusters Score -2.20936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -22093618.000000 Penalty: 5991.783691
	Iteration 64Q: 3 clusters Score -2.209362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -22093588.000000 Penalty: 5991.783691
	Iteration 65Q: 3 clusters Score -2.209359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 175515 members 
Entering Unmasked Estep 
Score: -22093594.000000 Penalty: 5991.783691
	Iteration 66Q: 3 clusters Score -2.209359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 175520 members 
Entering Unmasked Estep 
Score: -22093592.000000 Penalty: 5991.783691
	Iteration 67Q: 3 clusters Score -2.209359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -22093608.000000 Penalty: 5991.783691
	Iteration 68Q: 3 clusters Score -2.209361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -22093606.000000 Penalty: 5991.783691
	Iteration 69Q: 3 clusters Score -2.209361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 175538 members 
Entering Unmasked Estep 
Score: -22093604.000000 Penalty: 5991.783691
	Iteration 70Q: 3 clusters Score -2.20936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -22093606.000000 Penalty: 5991.783691
	Iteration 71Q: 3 clusters Score -2.209361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -22093604.000000 Penalty: 5991.783691
	Iteration 72Q: 3 clusters Score -2.20936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -22093604.000000 Penalty: 5991.783691
	Iteration 73Q: 3 clusters Score -2.20936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -22093604.000000 Penalty: 5991.783691
	Iteration 74Q: 3 clusters Score -2.20936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -22093596.000000 Penalty: 5991.783691
	Iteration 75Q: 3 clusters Score -2.20936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 175551 members 
Entering Unmasked Estep 
Score: -22093582.000000 Penalty: 5991.783691
	Iteration 76Q: 3 clusters Score -2.209358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -22093588.000000 Penalty: 5991.783691
	Iteration 77Q: 3 clusters Score -2.209359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -22093594.000000 Penalty: 5991.783691
	Iteration 78Q: 3 clusters Score -2.209359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 175558 members 
Entering Unmasked Estep 
Score: -22093590.000000 Penalty: 5991.783691
	Iteration 79Q: 3 clusters Score -2.209359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -22093598.000000 Penalty: 5991.783691
	Iteration 80F: 3 clusters Score -2.20936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -22093598.000000 Penalty: 5991.783691
	Iteration 81Q: 3 clusters Score -2.20936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 175565 members 
Entering Unmasked Estep 
Score: -22093608.000000 Penalty: 5991.783691
	Iteration 82Q: 3 clusters Score -2.209361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -22093598.000000 Penalty: 5991.783691
	Iteration 83Q: 3 clusters Score -2.20936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -22093602.000000 Penalty: 5991.783691
	Iteration 84Q: 3 clusters Score -2.20936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -22093600.000000 Penalty: 5991.783691
	Iteration 85Q: 3 clusters Score -2.20936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -22093600.000000 Penalty: 5991.783691
	Iteration 86F: 3 clusters Score -2.20936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -186428.203125 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -186428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184113.125000 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -184113.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184688.953125 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -184689 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -184979.234375 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -184979.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -185190.984375 Penalty: 3651.872070
	Iteration 3F: 3 clusters Score -185191 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185345.265625 Penalty: 3651.872070
	Iteration 4F: 3 clusters Score -185345.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185450.968750 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -185451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185519.406250 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -185519.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185546.968750 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -185547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -185565.234375 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -185565.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185582.750000 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -185582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -185591.843750 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -185591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185599.718750 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -185599.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185610.796875 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -185610.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -185628.156250 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -185628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185646.125000 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -185646.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185664.015625 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -185664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185681.500000 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -185681.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -185700.906250 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -185700.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185712.703125 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -185712.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185718.015625 Penalty: 3651.872070
	Iteration 19Q: 3 clusters Score -185718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185720.984375 Penalty: 3651.872070
	Iteration 20F: 3 clusters Score -185721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185723.734375 Penalty: 3651.872070
	Iteration 21Q: 3 clusters Score -185723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -185730.343750 Penalty: 3651.872070
	Iteration 22Q: 3 clusters Score -185730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -185736.031250 Penalty: 3651.872070
	Iteration 23Q: 3 clusters Score -185736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185742.375000 Penalty: 3651.872070
	Iteration 24Q: 3 clusters Score -185742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185748.640625 Penalty: 3651.872070
	Iteration 25Q: 3 clusters Score -185748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -185750.703125 Penalty: 3651.872070
	Iteration 26Q: 3 clusters Score -185750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185751.953125 Penalty: 3651.872070
	Iteration 27Q: 3 clusters Score -185752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185753.375000 Penalty: 3651.872070
	Iteration 28Q: 3 clusters Score -185753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185753.375000 Penalty: 3651.872070
	Iteration 29F: 3 clusters Score -185753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Entering Unmasked Estep 
Score: -19797018.000000 Penalty: 2967.121094
	Iteration 0F: 2 clusters Score -1.979702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -19694982.000000 Penalty: 5934.242188
	Iteration 0F: 3 clusters Score -1.969498e+07 nChanged 75305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -19738902.000000 Penalty: 5934.242188
	Iteration 1F: 3 clusters Score -1.97389e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -19740212.000000 Penalty: 5934.242188
	Iteration 2Q: 3 clusters Score -1.974021e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -19742060.000000 Penalty: 5934.242188
	Iteration 3Q: 3 clusters Score -1.974206e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -19744348.000000 Penalty: 5934.242188
	Iteration 4Q: 3 clusters Score -1.974435e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -19747460.000000 Penalty: 5934.242188
	Iteration 5Q: 3 clusters Score -1.974746e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 97090 members 
Entering Unmasked Estep 
Score: -19751494.000000 Penalty: 5934.242188
	Iteration 6F: 3 clusters Score -1.975149e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 103685 members 
Entering Unmasked Estep 
Score: -19757212.000000 Penalty: 5934.242188
	Iteration 7F: 3 clusters Score -1.975721e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 111116 members 
Entering Unmasked Estep 
Score: -19764820.000000 Penalty: 5934.242188
	Iteration 8F: 3 clusters Score -1.976482e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -19772172.000000 Penalty: 5934.242188
	Iteration 9F: 3 clusters Score -1.977217e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -19778000.000000 Penalty: 5934.242188
	Iteration 10F: 3 clusters Score -1.9778e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 128201 members 
Entering Unmasked Estep 
Score: -19781728.000000 Penalty: 5934.242188
	Iteration 11Q: 3 clusters Score -1.978173e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 131976 members 
Entering Unmasked Estep 
Score: -19784224.000000 Penalty: 5934.242188
	Iteration 12Q: 3 clusters Score -1.978422e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 135346 members 
Entering Unmasked Estep 
Score: -19785890.000000 Penalty: 5934.242188
	Iteration 13Q: 3 clusters Score -1.978589e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -19787530.000000 Penalty: 5934.242188
	Iteration 14Q: 3 clusters Score -1.978753e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -19789162.000000 Penalty: 5934.242188
	Iteration 15Q: 3 clusters Score -1.978916e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 144066 members 
Entering Unmasked Estep 
Score: -19790528.000000 Penalty: 5934.242188
	Iteration 16Q: 3 clusters Score -1.979053e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
Score: -19791770.000000 Penalty: 5934.242188
	Iteration 17Q: 3 clusters Score -1.979177e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -19792670.000000 Penalty: 5934.242188
	Iteration 18Q: 3 clusters Score -1.979267e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 149971 members 
Entering Unmasked Estep 
Score: -19793432.000000 Penalty: 5934.242188
	Iteration 19Q: 3 clusters Score -1.979343e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 151274 members 
Entering Unmasked Estep 
Score: -19794054.000000 Penalty: 5934.242188
	Iteration 20F: 3 clusters Score -1.979405e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -19794414.000000 Penalty: 5934.242188
	Iteration 21Q: 3 clusters Score -1.979441e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 153098 members 
Entering Unmasked Estep 
Score: -19794724.000000 Penalty: 5934.242188
	Iteration 22Q: 3 clusters Score -1.979472e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -19794768.000000 Penalty: 5934.242188
	Iteration 23Q: 3 clusters Score -1.979477e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -19794808.000000 Penalty: 5934.242188
	Iteration 24Q: 3 clusters Score -1.979481e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 154424 members 
Entering Unmasked Estep 
Score: -19794852.000000 Penalty: 5934.242188
	Iteration 25Q: 3 clusters Score -1.979485e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -19794878.000000 Penalty: 5934.242188
	Iteration 26Q: 3 clusters Score -1.979488e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -19794958.000000 Penalty: 5934.242188
	Iteration 27Q: 3 clusters Score -1.979496e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -19795020.000000 Penalty: 5934.242188
	Iteration 28Q: 3 clusters Score -1.979502e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -19795014.000000 Penalty: 5934.242188
	Iteration 29Q: 3 clusters Score -1.979501e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -19795006.000000 Penalty: 5934.242188
	Iteration 30Q: 3 clusters Score -1.979501e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 155277 members 
Entering Unmasked Estep 
Score: -19794988.000000 Penalty: 5934.242188
	Iteration 31Q: 3 clusters Score -1.979499e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -19795012.000000 Penalty: 5934.242188
	Iteration 32Q: 3 clusters Score -1.979501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -19795020.000000 Penalty: 5934.242188
	Iteration 33Q: 3 clusters Score -1.979502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -19795028.000000 Penalty: 5934.242188
	Iteration 34Q: 3 clusters Score -1.979503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -19795018.000000 Penalty: 5934.242188
	Iteration 35Q: 3 clusters Score -1.979502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -19795010.000000 Penalty: 5934.242188
	Iteration 36Q: 3 clusters Score -1.979501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 155498 members 
Entering Unmasked Estep 
Score: -19795010.000000 Penalty: 5934.242188
	Iteration 37Q: 3 clusters Score -1.979501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -19795022.000000 Penalty: 5934.242188
	Iteration 38Q: 3 clusters Score -1.979502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -19795022.000000 Penalty: 5934.242188
	Iteration 39Q: 3 clusters Score -1.979502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -19795016.000000 Penalty: 5934.242188
	Iteration 40F: 3 clusters Score -1.979502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 155566 members 
Entering Unmasked Estep 
Score: -19795030.000000 Penalty: 5934.242188
	Iteration 41Q: 3 clusters Score -1.979503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 155576 members 
Entering Unmasked Estep 
Score: -19795016.000000 Penalty: 5934.242188
	Iteration 42Q: 3 clusters Score -1.979502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -19795032.000000 Penalty: 5934.242188
	Iteration 43Q: 3 clusters Score -1.979503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 155599 members 
Entering Unmasked Estep 
Score: -19795020.000000 Penalty: 5934.242188
	Iteration 44Q: 3 clusters Score -1.979502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 155612 members 
Entering Unmasked Estep 
Score: -19795036.000000 Penalty: 5934.242188
	Iteration 45Q: 3 clusters Score -1.979504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 155615 members 
Entering Unmasked Estep 
Score: -19795054.000000 Penalty: 5934.242188
	Iteration 46Q: 3 clusters Score -1.979505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 155628 members 
Entering Unmasked Estep 
Score: -19795070.000000 Penalty: 5934.242188
	Iteration 47Q: 3 clusters Score -1.979507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 155639 members 
Entering Unmasked Estep 
Score: -19795054.000000 Penalty: 5934.242188
	Iteration 48Q: 3 clusters Score -1.979505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -19795076.000000 Penalty: 5934.242188
	Iteration 49Q: 3 clusters Score -1.979508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -19795058.000000 Penalty: 5934.242188
	Iteration 50Q: 3 clusters Score -1.979506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 155656 members 
Entering Unmasked Estep 
Score: -19795040.000000 Penalty: 5934.242188
	Iteration 51Q: 3 clusters Score -1.979504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -19795040.000000 Penalty: 5934.242188
	Iteration 52Q: 3 clusters Score -1.979504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -19795042.000000 Penalty: 5934.242188
	Iteration 53Q: 3 clusters Score -1.979504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -19795048.000000 Penalty: 5934.242188
	Iteration 54Q: 3 clusters Score -1.979505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -19795044.000000 Penalty: 5934.242188
	Iteration 55Q: 3 clusters Score -1.979504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 155669 members 
Entering Unmasked Estep 
Score: -19795048.000000 Penalty: 5934.242188
	Iteration 56Q: 3 clusters Score -1.979505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -19795044.000000 Penalty: 5934.242188
	Iteration 57Q: 3 clusters Score -1.979504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -19795052.000000 Penalty: 5934.242188
	Iteration 58Q: 3 clusters Score -1.979505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 155677 members 
Entering Unmasked Estep 
Score: -19795054.000000 Penalty: 5934.242188
	Iteration 59Q: 3 clusters Score -1.979505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -19795060.000000 Penalty: 5934.242188
	Iteration 60F: 3 clusters Score -1.979506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -19795066.000000 Penalty: 5934.242188
	Iteration 61Q: 3 clusters Score -1.979507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -19795066.000000 Penalty: 5934.242188
	Iteration 62Q: 3 clusters Score -1.979507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -19795058.000000 Penalty: 5934.242188
	Iteration 63Q: 3 clusters Score -1.979506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -19795056.000000 Penalty: 5934.242188
	Iteration 64Q: 3 clusters Score -1.979506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -19795056.000000 Penalty: 5934.242188
	Iteration 65Q: 3 clusters Score -1.979506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -19795048.000000 Penalty: 5934.242188
	Iteration 66Q: 3 clusters Score -1.979505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -19795052.000000 Penalty: 5934.242188
	Iteration 67Q: 3 clusters Score -1.979505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -19795052.000000 Penalty: 5934.242188
	Iteration 68F: 3 clusters Score -1.979505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29084.994141 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29084.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27872.505859 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -27872.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28015.710938 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28015.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28047.203125 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28064.968750 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28064.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28090.806641 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28090.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28099.019531 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28099.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28110.490234 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28110.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28132.689453 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28132.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28140.544922 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28140.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28141.853516 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -28141.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28141.853516 Penalty: 2820.739746
	Iteration 10F: 3 clusters Score -28141.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Entering Unmasked Estep 
Score: -19655862.000000 Penalty: 2964.777588
	Iteration 0F: 2 clusters Score -1.965586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -19554324.000000 Penalty: 5929.555176
	Iteration 0F: 3 clusters Score -1.955432e+07 nChanged 74390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -19597684.000000 Penalty: 5929.555176
	Iteration 1F: 3 clusters Score -1.959768e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -19598952.000000 Penalty: 5929.555176
	Iteration 2Q: 3 clusters Score -1.959895e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -19601094.000000 Penalty: 5929.555176
	Iteration 3Q: 3 clusters Score -1.960109e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -19604578.000000 Penalty: 5929.555176
	Iteration 4Q: 3 clusters Score -1.960458e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -19610596.000000 Penalty: 5929.555176
	Iteration 5F: 3 clusters Score -1.96106e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -19619830.000000 Penalty: 5929.555176
	Iteration 6F: 3 clusters Score -1.961983e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -19630406.000000 Penalty: 5929.555176
	Iteration 7F: 3 clusters Score -1.963041e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -19638054.000000 Penalty: 5929.555176
	Iteration 8F: 3 clusters Score -1.963805e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -19641842.000000 Penalty: 5929.555176
	Iteration 9Q: 3 clusters Score -1.964184e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -19643456.000000 Penalty: 5929.555176
	Iteration 10Q: 3 clusters Score -1.964346e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -19644658.000000 Penalty: 5929.555176
	Iteration 11Q: 3 clusters Score -1.964466e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130202 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -19645662.000000 Penalty: 5929.555176
	Iteration 12Q: 3 clusters Score -1.964566e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132632 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -19646612.000000 Penalty: 5929.555176
	Iteration 13Q: 3 clusters Score -1.964661e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -19647556.000000 Penalty: 5929.555176
	Iteration 14Q: 3 clusters Score -1.964756e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137409 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -19648572.000000 Penalty: 5929.555176
	Iteration 15Q: 3 clusters Score -1.964857e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139635 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -19649606.000000 Penalty: 5929.555176
	Iteration 16Q: 3 clusters Score -1.964961e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141621 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -19650600.000000 Penalty: 5929.555176
	Iteration 17Q: 3 clusters Score -1.96506e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -19651432.000000 Penalty: 5929.555176
	Iteration 18Q: 3 clusters Score -1.965143e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -19652212.000000 Penalty: 5929.555176
	Iteration 19Q: 3 clusters Score -1.965221e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146563 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -19652872.000000 Penalty: 5929.555176
	Iteration 20F: 3 clusters Score -1.965287e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147846 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -19653258.000000 Penalty: 5929.555176
	Iteration 21Q: 3 clusters Score -1.965326e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -19653624.000000 Penalty: 5929.555176
	Iteration 22Q: 3 clusters Score -1.965362e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -19653774.000000 Penalty: 5929.555176
	Iteration 23Q: 3 clusters Score -1.965377e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -19653900.000000 Penalty: 5929.555176
	Iteration 24Q: 3 clusters Score -1.96539e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151236 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -19654008.000000 Penalty: 5929.555176
	Iteration 25Q: 3 clusters Score -1.965401e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151732 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -19654040.000000 Penalty: 5929.555176
	Iteration 26Q: 3 clusters Score -1.965404e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -19654200.000000 Penalty: 5929.555176
	Iteration 27Q: 3 clusters Score -1.96542e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -19654224.000000 Penalty: 5929.555176
	Iteration 28Q: 3 clusters Score -1.965422e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -19654208.000000 Penalty: 5929.555176
	Iteration 29Q: 3 clusters Score -1.965421e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -19654266.000000 Penalty: 5929.555176
	Iteration 30Q: 3 clusters Score -1.965427e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -19654278.000000 Penalty: 5929.555176
	Iteration 31Q: 3 clusters Score -1.965428e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19654266.000000 Penalty: 5929.555176
	Iteration 32Q: 3 clusters Score -1.965427e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19654272.000000 Penalty: 5929.555176
	Iteration 33Q: 3 clusters Score -1.965427e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -19654300.000000 Penalty: 5929.555176
	Iteration 34Q: 3 clusters Score -1.96543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19654298.000000 Penalty: 5929.555176
	Iteration 35Q: 3 clusters Score -1.96543e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -19654262.000000 Penalty: 5929.555176
	Iteration 36Q: 3 clusters Score -1.965426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19654246.000000 Penalty: 5929.555176
	Iteration 37Q: 3 clusters Score -1.965425e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19654274.000000 Penalty: 5929.555176
	Iteration 38Q: 3 clusters Score -1.965427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19654280.000000 Penalty: 5929.555176
	Iteration 39Q: 3 clusters Score -1.965428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153762 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -19654296.000000 Penalty: 5929.555176
	Iteration 40F: 3 clusters Score -1.96543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153780 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19654300.000000 Penalty: 5929.555176
	Iteration 41Q: 3 clusters Score -1.96543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153799 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -19654318.000000 Penalty: 5929.555176
	Iteration 42Q: 3 clusters Score -1.965432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19654322.000000 Penalty: 5929.555176
	Iteration 43Q: 3 clusters Score -1.965432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153816 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19654316.000000 Penalty: 5929.555176
	Iteration 44Q: 3 clusters Score -1.965432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -19654326.000000 Penalty: 5929.555176
	Iteration 45Q: 3 clusters Score -1.965433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -19654336.000000 Penalty: 5929.555176
	Iteration 46Q: 3 clusters Score -1.965434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19654326.000000 Penalty: 5929.555176
	Iteration 47Q: 3 clusters Score -1.965433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19654316.000000 Penalty: 5929.555176
	Iteration 48Q: 3 clusters Score -1.965432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153856 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19654306.000000 Penalty: 5929.555176
	Iteration 49Q: 3 clusters Score -1.965431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19654298.000000 Penalty: 5929.555176
	Iteration 50Q: 3 clusters Score -1.96543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19654286.000000 Penalty: 5929.555176
	Iteration 51Q: 3 clusters Score -1.965429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19654282.000000 Penalty: 5929.555176
	Iteration 52Q: 3 clusters Score -1.965428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19654280.000000 Penalty: 5929.555176
	Iteration 53Q: 3 clusters Score -1.965428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19654284.000000 Penalty: 5929.555176
	Iteration 54Q: 3 clusters Score -1.965428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -19654290.000000 Penalty: 5929.555176
	Iteration 55Q: 3 clusters Score -1.965429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19654288.000000 Penalty: 5929.555176
	Iteration 56Q: 3 clusters Score -1.965429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19654284.000000 Penalty: 5929.555176
	Iteration 57Q: 3 clusters Score -1.965428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19654276.000000 Penalty: 5929.555176
	Iteration 58Q: 3 clusters Score -1.965428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19654272.000000 Penalty: 5929.555176
	Iteration 59Q: 3 clusters Score -1.965427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19654280.000000 Penalty: 5929.555176
	Iteration 60F: 3 clusters Score -1.965428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19654286.000000 Penalty: 5929.555176
	Iteration 61Q: 3 clusters Score -1.965429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -19654272.000000 Penalty: 5929.555176
	Iteration 62Q: 3 clusters Score -1.965427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -19654272.000000 Penalty: 5929.555176
	Iteration 63F: 3 clusters Score -1.965427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -761007.687500 Penalty: 2173.097412
	Iteration 0F: 2 clusters Score -761007.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -755596.625000 Penalty: 4346.194824
	Iteration 0F: 3 clusters Score -755596.6 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -757094.812500 Penalty: 4346.194824
	Iteration 1F: 3 clusters Score -757094.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -757500.437500 Penalty: 4346.194824
	Iteration 2F: 3 clusters Score -757500.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -757845.625000 Penalty: 4346.194824
	Iteration 3F: 3 clusters Score -757845.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -758111.750000 Penalty: 4346.194824
	Iteration 4F: 3 clusters Score -758111.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -758369.500000 Penalty: 4346.194824
	Iteration 5F: 3 clusters Score -758369.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -758618.750000 Penalty: 4346.194824
	Iteration 6F: 3 clusters Score -758618.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -758825.812500 Penalty: 4346.194824
	Iteration 7Q: 3 clusters Score -758825.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -759009.312500 Penalty: 4346.194824
	Iteration 8Q: 3 clusters Score -759009.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -759108.875000 Penalty: 4346.194824
	Iteration 9Q: 3 clusters Score -759108.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -759194.062500 Penalty: 4346.194824
	Iteration 10Q: 3 clusters Score -759194.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -759268.562500 Penalty: 4346.194824
	Iteration 11Q: 3 clusters Score -759268.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -759332.812500 Penalty: 4346.194824
	Iteration 12Q: 3 clusters Score -759332.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -759387.187500 Penalty: 4346.194824
	Iteration 13Q: 3 clusters Score -759387.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -759440.875000 Penalty: 4346.194824
	Iteration 14Q: 3 clusters Score -759440.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -759468.812500 Penalty: 4346.194824
	Iteration 15Q: 3 clusters Score -759468.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -759497.500000 Penalty: 4346.194824
	Iteration 16Q: 3 clusters Score -759497.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -759521.125000 Penalty: 4346.194824
	Iteration 17Q: 3 clusters Score -759521.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -759535.750000 Penalty: 4346.194824
	Iteration 18Q: 3 clusters Score -759535.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -759544.875000 Penalty: 4346.194824
	Iteration 19Q: 3 clusters Score -759544.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -759555.812500 Penalty: 4346.194824
	Iteration 20F: 3 clusters Score -759555.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -759560.187500 Penalty: 4346.194824
	Iteration 21Q: 3 clusters Score -759560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -759564.812500 Penalty: 4346.194824
	Iteration 22Q: 3 clusters Score -759564.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -759570.125000 Penalty: 4346.194824
	Iteration 23Q: 3 clusters Score -759570.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -759577.125000 Penalty: 4346.194824
	Iteration 24Q: 3 clusters Score -759577.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -759580.750000 Penalty: 4346.194824
	Iteration 25Q: 3 clusters Score -759580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -759587.312500 Penalty: 4346.194824
	Iteration 26Q: 3 clusters Score -759587.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -759591.000000 Penalty: 4346.194824
	Iteration 27Q: 3 clusters Score -759591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -759597.187500 Penalty: 4346.194824
	Iteration 28Q: 3 clusters Score -759597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -759599.625000 Penalty: 4346.194824
	Iteration 29Q: 3 clusters Score -759599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -759602.625000 Penalty: 4346.194824
	Iteration 30Q: 3 clusters Score -759602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -759605.000000 Penalty: 4346.194824
	Iteration 31Q: 3 clusters Score -759605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -759606.500000 Penalty: 4346.194824
	Iteration 32Q: 3 clusters Score -759606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -759605.687500 Penalty: 4346.194824
	Iteration 33Q: 3 clusters Score -759605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -759607.250000 Penalty: 4346.194824
	Iteration 34Q: 3 clusters Score -759607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -759605.937500 Penalty: 4346.194824
	Iteration 35Q: 3 clusters Score -759605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -759607.937500 Penalty: 4346.194824
	Iteration 36Q: 3 clusters Score -759607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -759607.937500 Penalty: 4346.194824
	Iteration 37Q: 3 clusters Score -759607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -759607.812500 Penalty: 4346.194824
	Iteration 38Q: 3 clusters Score -759607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -759609.000000 Penalty: 4346.194824
	Iteration 39Q: 3 clusters Score -759609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -759610.750000 Penalty: 4346.194824
	Iteration 40F: 3 clusters Score -759610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -759611.000000 Penalty: 4346.194824
	Iteration 41Q: 3 clusters Score -759611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -759611.687500 Penalty: 4346.194824
	Iteration 42Q: 3 clusters Score -759611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -759613.500000 Penalty: 4346.194824
	Iteration 43Q: 3 clusters Score -759613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -759614.062500 Penalty: 4346.194824
	Iteration 44Q: 3 clusters Score -759614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -759614.687500 Penalty: 4346.194824
	Iteration 45Q: 3 clusters Score -759614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -759615.937500 Penalty: 4346.194824
	Iteration 46Q: 3 clusters Score -759615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -759616.562500 Penalty: 4346.194824
	Iteration 47Q: 3 clusters Score -759616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -759617.187500 Penalty: 4346.194824
	Iteration 48Q: 3 clusters Score -759617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -759616.875000 Penalty: 4346.194824
	Iteration 49Q: 3 clusters Score -759616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -759621.562500 Penalty: 4346.194824
	Iteration 50Q: 3 clusters Score -759621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -759623.500000 Penalty: 4346.194824
	Iteration 51Q: 3 clusters Score -759623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -759624.687500 Penalty: 4346.194824
	Iteration 52Q: 3 clusters Score -759624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -759625.125000 Penalty: 4346.194824
	Iteration 53Q: 3 clusters Score -759625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -759627.437500 Penalty: 4346.194824
	Iteration 54Q: 3 clusters Score -759627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -759626.562500 Penalty: 4346.194824
	Iteration 55Q: 3 clusters Score -759626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -759627.250000 Penalty: 4346.194824
	Iteration 56Q: 3 clusters Score -759627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -759627.187500 Penalty: 4346.194824
	Iteration 57Q: 3 clusters Score -759627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -759627.187500 Penalty: 4346.194824
	Iteration 58Q: 3 clusters Score -759627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -759626.625000 Penalty: 4346.194824
	Iteration 59Q: 3 clusters Score -759626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -759628.375000 Penalty: 4346.194824
	Iteration 60F: 3 clusters Score -759628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -759628.750000 Penalty: 4346.194824
	Iteration 61Q: 3 clusters Score -759628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -759628.375000 Penalty: 4346.194824
	Iteration 62Q: 3 clusters Score -759628.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -759628.375000 Penalty: 4346.194824
	Iteration 63F: 3 clusters Score -759628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -84488.140625 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -84488.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82817.164062 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -82817.16 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83310.070312 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -83310.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83673.476562 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -83673.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84218.218750 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -84218.22 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84702.515625 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -84702.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84828.742188 Penalty: 3300.459473
	Iteration 5F: 3 clusters Score -84828.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -84881.257812 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -84881.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84907.687500 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -84907.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -84930.820312 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -84930.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84957.492188 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -84957.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -84962.882812 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -84962.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -84962.882812 Penalty: 3300.459473
	Iteration 11F: 3 clusters Score -84962.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50534 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69173 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176347 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157031 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155554 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 571 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198914 members 
Mstep: Class 20 contains 205 members 
Entering Unmasked Estep 
Score: -105737200.000000 Penalty: 67759.281250
Splitting cluster 13 changes total score from -105738480.000000 to -105737200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29173.326172 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29173.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27919.234375 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -27919.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28157.119141 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28157.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28319.384766 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -28319.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28508.953125 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28508.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28583.429688 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28583.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28625.421875 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28625.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28672.742188 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28672.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28687.572266 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28687.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28730.605469 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -28730.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28769.773438 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -28769.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28777.291016 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -28777.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28789.232422 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -28789.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28845.445312 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -28845.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28918.273438 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -28918.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28936.628906 Penalty: 2843.737305
	Iteration 14Q: 3 clusters Score -28936.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28949.812500 Penalty: 2843.737305
	Iteration 15Q: 3 clusters Score -28949.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28963.863281 Penalty: 2843.737305
	Iteration 16Q: 3 clusters Score -28963.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28967.480469 Penalty: 2843.737305
	Iteration 17Q: 3 clusters Score -28967.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28969.738281 Penalty: 2843.737305
	Iteration 18F: 3 clusters Score -28969.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28973.769531 Penalty: 2843.737305
	Iteration 19Q: 3 clusters Score -28973.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28973.769531 Penalty: 2843.737305
	Iteration 20F: 3 clusters Score -28973.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -383173.406250 Penalty: 1986.322021
	Iteration 0F: 2 clusters Score -383173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -379867.531250 Penalty: 3972.644043
	Iteration 0F: 3 clusters Score -379867.5 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -380489.062500 Penalty: 3972.644043
	Iteration 1F: 3 clusters Score -380489.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -380628.125000 Penalty: 3972.644043
	Iteration 2F: 3 clusters Score -380628.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -380721.406250 Penalty: 3972.644043
	Iteration 3Q: 3 clusters Score -380721.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -380791.375000 Penalty: 3972.644043
	Iteration 4Q: 3 clusters Score -380791.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -380840.843750 Penalty: 3972.644043
	Iteration 5Q: 3 clusters Score -380840.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -380883.093750 Penalty: 3972.644043
	Iteration 6Q: 3 clusters Score -380883.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -380929.343750 Penalty: 3972.644043
	Iteration 7Q: 3 clusters Score -380929.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -380981.437500 Penalty: 3972.644043
	Iteration 8Q: 3 clusters Score -380981.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -381049.062500 Penalty: 3972.644043
	Iteration 9Q: 3 clusters Score -381049.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -381128.406250 Penalty: 3972.644043
	Iteration 10Q: 3 clusters Score -381128.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -381230.312500 Penalty: 3972.644043
	Iteration 11Q: 3 clusters Score -381230.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -381336.906250 Penalty: 3972.644043
	Iteration 12Q: 3 clusters Score -381336.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -381425.843750 Penalty: 3972.644043
	Iteration 13Q: 3 clusters Score -381425.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -381488.125000 Penalty: 3972.644043
	Iteration 14Q: 3 clusters Score -381488.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -381543.250000 Penalty: 3972.644043
	Iteration 15Q: 3 clusters Score -381543.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -381589.843750 Penalty: 3972.644043
	Iteration 16Q: 3 clusters Score -381589.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -381635.000000 Penalty: 3972.644043
	Iteration 17Q: 3 clusters Score -381635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -381665.468750 Penalty: 3972.644043
	Iteration 18Q: 3 clusters Score -381665.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -381690.968750 Penalty: 3972.644043
	Iteration 19Q: 3 clusters Score -381691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -381708.875000 Penalty: 3972.644043
	Iteration 20F: 3 clusters Score -381708.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -381722.781250 Penalty: 3972.644043
	Iteration 21Q: 3 clusters Score -381722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -381733.812500 Penalty: 3972.644043
	Iteration 22Q: 3 clusters Score -381733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -381744.125000 Penalty: 3972.644043
	Iteration 23Q: 3 clusters Score -381744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -381749.625000 Penalty: 3972.644043
	Iteration 24Q: 3 clusters Score -381749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -381749.812500 Penalty: 3972.644043
	Iteration 25Q: 3 clusters Score -381749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -381750.656250 Penalty: 3972.644043
	Iteration 26Q: 3 clusters Score -381750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -381753.031250 Penalty: 3972.644043
	Iteration 27Q: 3 clusters Score -381753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -381753.312500 Penalty: 3972.644043
	Iteration 28Q: 3 clusters Score -381753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -381753.312500 Penalty: 3972.644043
	Iteration 29F: 3 clusters Score -381753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -67567.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -67567.08 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 300 members 
Entering Unmasked Estep 
Score: -65944.343750 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -65944.34 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66184.023438 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -66184.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66253.875000 Penalty: 3176.993408
	Iteration 2Q: 3 clusters Score -66253.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66283.179688 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -66283.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66298.687500 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -66298.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66305.687500 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -66305.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66319.937500 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -66319.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66346.398438 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -66346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66376.562500 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -66376.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66402.390625 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -66402.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66415.664062 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -66415.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66426.875000 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -66426.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66438.656250 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -66438.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66448.085938 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -66448.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66457.257812 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -66457.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66469.125000 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -66469.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66477.093750 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -66477.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66480.648438 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -66480.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66483.406250 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -66483.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66484.960938 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -66484.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66484.960938 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -66484.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Entering Unmasked Estep 
Score: -3864585.500000 Penalty: 2563.267822
	Iteration 0F: 2 clusters Score -3864586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3843396.000000 Penalty: 5126.535645
	Iteration 0F: 3 clusters Score -3843396 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3850984.750000 Penalty: 5126.535645
	Iteration 1F: 3 clusters Score -3850985 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3851420.000000 Penalty: 5126.535645
	Iteration 2Q: 3 clusters Score -3851420 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3851878.250000 Penalty: 5126.535645
	Iteration 3Q: 3 clusters Score -3851878 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3852378.750000 Penalty: 5126.535645
	Iteration 4Q: 3 clusters Score -3852379 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3852993.000000 Penalty: 5126.535645
	Iteration 5Q: 3 clusters Score -3852993 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3853796.000000 Penalty: 5126.535645
	Iteration 6Q: 3 clusters Score -3853796 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3854966.000000 Penalty: 5126.535645
	Iteration 7F: 3 clusters Score -3854966 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3856634.250000 Penalty: 5126.535645
	Iteration 8F: 3 clusters Score -3856634 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3858743.750000 Penalty: 5126.535645
	Iteration 9F: 3 clusters Score -3858744 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3860491.500000 Penalty: 5126.535645
	Iteration 10F: 3 clusters Score -3860492 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3861431.000000 Penalty: 5126.535645
	Iteration 11Q: 3 clusters Score -3861431 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3861884.500000 Penalty: 5126.535645
	Iteration 12Q: 3 clusters Score -3861884 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3862123.250000 Penalty: 5126.535645
	Iteration 13Q: 3 clusters Score -3862123 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3862246.750000 Penalty: 5126.535645
	Iteration 14Q: 3 clusters Score -3862247 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3862299.250000 Penalty: 5126.535645
	Iteration 15Q: 3 clusters Score -3862299 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3862352.750000 Penalty: 5126.535645
	Iteration 16Q: 3 clusters Score -3862353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3862374.000000 Penalty: 5126.535645
	Iteration 17Q: 3 clusters Score -3862374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3862395.250000 Penalty: 5126.535645
	Iteration 18Q: 3 clusters Score -3862395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3862399.500000 Penalty: 5126.535645
	Iteration 19Q: 3 clusters Score -3862400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3862415.500000 Penalty: 5126.535645
	Iteration 20F: 3 clusters Score -3862416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3862428.250000 Penalty: 5126.535645
	Iteration 21Q: 3 clusters Score -3862428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3862429.500000 Penalty: 5126.535645
	Iteration 22Q: 3 clusters Score -3862430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3862426.000000 Penalty: 5126.535645
	Iteration 23Q: 3 clusters Score -3862426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3862431.500000 Penalty: 5126.535645
	Iteration 24Q: 3 clusters Score -3862432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3862424.750000 Penalty: 5126.535645
	Iteration 25Q: 3 clusters Score -3862425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3862432.250000 Penalty: 5126.535645
	Iteration 26Q: 3 clusters Score -3862432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3862434.250000 Penalty: 5126.535645
	Iteration 27Q: 3 clusters Score -3862434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3862442.750000 Penalty: 5126.535645
	Iteration 28Q: 3 clusters Score -3862443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3862446.000000 Penalty: 5126.535645
	Iteration 29Q: 3 clusters Score -3862446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3862450.250000 Penalty: 5126.535645
	Iteration 30Q: 3 clusters Score -3862450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3862446.500000 Penalty: 5126.535645
	Iteration 31Q: 3 clusters Score -3862446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3862449.000000 Penalty: 5126.535645
	Iteration 32Q: 3 clusters Score -3862449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3862446.000000 Penalty: 5126.535645
	Iteration 33Q: 3 clusters Score -3862446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3862444.750000 Penalty: 5126.535645
	Iteration 34Q: 3 clusters Score -3862445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3862448.000000 Penalty: 5126.535645
	Iteration 35Q: 3 clusters Score -3862448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3862444.500000 Penalty: 5126.535645
	Iteration 36Q: 3 clusters Score -3862444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3862444.500000 Penalty: 5126.535645
	Iteration 37F: 3 clusters Score -3862444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -42700.253906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -42700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41321.980469 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41321.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41434.996094 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -41435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41476.574219 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -41476.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41479.343750 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -41479.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41481.593750 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41481.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41482.718750 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -41482.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41482.718750 Penalty: 2923.623779
	Iteration 6F: 3 clusters Score -41482.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (198914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198914 members 
Entering Unmasked Estep 
Score: -24943380.000000 Penalty: 3025.755859
	Iteration 0F: 2 clusters Score -2.494338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -24819376.000000 Penalty: 6051.511719
	Iteration 0F: 3 clusters Score -2.481938e+07 nChanged 95339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -24874584.000000 Penalty: 6051.511719
	Iteration 1F: 3 clusters Score -2.487458e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -24875876.000000 Penalty: 6051.511719
	Iteration 2Q: 3 clusters Score -2.487588e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -24878028.000000 Penalty: 6051.511719
	Iteration 3Q: 3 clusters Score -2.487803e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -24882052.000000 Penalty: 6051.511719
	Iteration 4Q: 3 clusters Score -2.488205e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -24889418.000000 Penalty: 6051.511719
	Iteration 5F: 3 clusters Score -2.488942e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147569 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -24901148.000000 Penalty: 6051.511719
	Iteration 6F: 3 clusters Score -2.490115e+07 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -24915386.000000 Penalty: 6051.511719
	Iteration 7F: 3 clusters Score -2.491539e+07 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178717 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -24926986.000000 Penalty: 6051.511719
	Iteration 8F: 3 clusters Score -2.492699e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -24933824.000000 Penalty: 6051.511719
	Iteration 9Q: 3 clusters Score -2.493382e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193940 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -24937720.000000 Penalty: 6051.511719
	Iteration 10Q: 3 clusters Score -2.493772e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196593 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24939378.000000 Penalty: 6051.511719
	Iteration 11Q: 3 clusters Score -2.493938e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197719 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24940182.000000 Penalty: 6051.511719
	Iteration 12Q: 3 clusters Score -2.494018e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198197 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -24940472.000000 Penalty: 6051.511719
	Iteration 13Q: 3 clusters Score -2.494047e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -24940592.000000 Penalty: 6051.511719
	Iteration 14Q: 3 clusters Score -2.494059e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198449 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -24940680.000000 Penalty: 6051.511719
	Iteration 15Q: 3 clusters Score -2.494068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198495 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -24940742.000000 Penalty: 6051.511719
	Iteration 16Q: 3 clusters Score -2.494074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198528 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24940764.000000 Penalty: 6051.511719
	Iteration 17Q: 3 clusters Score -2.494076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198547 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24940778.000000 Penalty: 6051.511719
	Iteration 18Q: 3 clusters Score -2.494078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198558 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -24940822.000000 Penalty: 6051.511719
	Iteration 19Q: 3 clusters Score -2.494082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198575 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24940838.000000 Penalty: 6051.511719
	Iteration 20F: 3 clusters Score -2.494084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198581 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24940846.000000 Penalty: 6051.511719
	Iteration 21Q: 3 clusters Score -2.494085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198584 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24940882.000000 Penalty: 6051.511719
	Iteration 22Q: 3 clusters Score -2.494088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198586 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24940854.000000 Penalty: 6051.511719
	Iteration 23Q: 3 clusters Score -2.494085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198588 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24940894.000000 Penalty: 6051.511719
	Iteration 24Q: 3 clusters Score -2.494089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198592 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24940904.000000 Penalty: 6051.511719
	Iteration 25Q: 3 clusters Score -2.49409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198593 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24940904.000000 Penalty: 6051.511719
	Iteration 26Q: 3 clusters Score -2.49409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198594 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24940906.000000 Penalty: 6051.511719
	Iteration 27Q: 3 clusters Score -2.494091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198594 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24940906.000000 Penalty: 6051.511719
	Iteration 28F: 3 clusters Score -2.494091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50534 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69173 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176347 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157031 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155554 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 479Q: 20 clusters Score -1.057385e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50533 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69168 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176343 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157038 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155551 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30823 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 480F: 20 clusters Score -1.057385e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50531 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176342 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157037 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155555 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30832 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 481Q: 20 clusters Score -1.057385e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50529 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69172 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176340 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157037 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155558 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30837 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 482Q: 20 clusters Score -1.057385e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50524 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176343 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157035 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155564 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30841 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 483Q: 20 clusters Score -1.057385e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50522 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176346 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157035 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155561 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30847 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738424.000000 Penalty: 64371.320312
Iteration 484Q: 20 clusters Score -1.057384e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50522 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176343 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157034 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155560 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30860 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738440.000000 Penalty: 64371.320312
Iteration 485Q: 20 clusters Score -1.057384e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69168 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176352 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 157031 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155559 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30872 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738496.000000 Penalty: 64371.320312
Iteration 486Q: 20 clusters Score -1.057385e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176355 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 157029 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155560 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30874 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738504.000000 Penalty: 64371.320312
Iteration 487Q: 20 clusters Score -1.057385e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50519 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69172 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176355 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 157032 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155561 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30879 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738512.000000 Penalty: 64371.320312
Iteration 488Q: 20 clusters Score -1.057385e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50518 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69173 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176360 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 157032 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155564 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30886 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738480.000000 Penalty: 64371.320312
Iteration 489Q: 20 clusters Score -1.057385e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50517 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69174 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176364 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 157025 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155571 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30892 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 490Q: 20 clusters Score -1.057385e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50518 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69174 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176364 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157018 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155571 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30901 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738472.000000 Penalty: 64371.320312
Iteration 491Q: 20 clusters Score -1.057385e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50517 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176366 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157017 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155569 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30919 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 492Q: 20 clusters Score -1.057385e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50518 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176363 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157016 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155568 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30930 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 493Q: 20 clusters Score -1.057385e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50517 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176361 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157018 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30937 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738416.000000 Penalty: 64371.320312
Iteration 494Q: 20 clusters Score -1.057384e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50516 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69167 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176357 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157020 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30950 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738464.000000 Penalty: 64371.320312
Iteration 495Q: 20 clusters Score -1.057385e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50514 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69162 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176353 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157018 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155574 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30961 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738456.000000 Penalty: 64371.320312
Iteration 496Q: 20 clusters Score -1.057385e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50515 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69163 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176354 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157011 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155573 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30963 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738440.000000 Penalty: 64371.320312
Iteration 497Q: 20 clusters Score -1.057384e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50515 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176351 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 157007 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155575 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30963 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738392.000000 Penalty: 64371.320312
Iteration 498Q: 20 clusters Score -1.057384e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50513 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176352 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 156995 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155577 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30963 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738424.000000 Penalty: 64371.320312
Iteration 499Q: 20 clusters Score -1.057384e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50511 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 69165 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 176353 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 156983 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 155576 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 605 members 
Mstep: Class 17 contains 30963 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 198815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738392.000000 Penalty: 64371.320312
Iteration 500F: 20 clusters Score -1.057384e+08 nChanged 18
Maximum iterations exceeded
--- Evaluating fit on full set of 2570882 points ---
Entering Unmasked Estep 
Score: -320287808.000000 Penalty: 69547.992188
20->20 Clusters: Score -320287808.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 856960 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 42717 members 
Mstep: Class 3 contains 43099 members 
Mstep: Class 4 contains 42655 members 
Mstep: Class 5 contains 43130 members 
Mstep: Class 6 contains 43012 members 
Mstep: Class 7 contains 42744 members 
Mstep: Class 8 contains 43200 members 
Mstep: Class 9 contains 42447 members 
Mstep: Class 10 contains 42920 members 
Mstep: Class 11 contains 42638 members 
Mstep: Class 12 contains 42782 members 
Mstep: Class 13 contains 42861 members 
Mstep: Class 14 contains 42923 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 42961 members 
Mstep: Class 17 contains 42854 members 
Mstep: Class 18 contains 42646 members 
Mstep: Class 19 contains 42814 members 
Mstep: Class 20 contains 43013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 566.722534 but Gain 3387.960938
Score: -102059952.000000 Penalty: 64371.320312
Iteration 0F: 20 clusters Score -1.0206e+08 nChanged 810949
Entering Unmasked Mstep 
Mstep: Class 0 contains 2263 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 51316 members 
Mstep: Class 4 contains 8265 members 
Mstep: Class 5 contains 16827 members 
Mstep: Class 6 contains 39595 members 
Mstep: Class 7 contains 49720 members 
Mstep: Class 9 contains 58766 members 
Mstep: Class 10 contains 83269 members 
Mstep: Class 11 contains 41032 members 
Mstep: Class 12 contains 80919 members 
Mstep: Class 13 contains 35629 members 
Mstep: Class 14 contains 64603 members 
Mstep: Class 15 contains 5099 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 91763 members 
Mstep: Class 19 contains 32651 members 
Mstep: Class 20 contains 65957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3133.067139 but Gain 3387.964844
Score: -104504672.000000 Penalty: 60983.355469
Iteration 1F: 19 clusters Score -1.045047e+08 nChanged 279351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2242 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 46076 members 
Mstep: Class 4 contains 5341 members 
Mstep: Class 5 contains 12698 members 
Mstep: Class 6 contains 32424 members 
Mstep: Class 7 contains 35783 members 
Mstep: Class 9 contains 49961 members 
Mstep: Class 10 contains 83819 members 
Mstep: Class 11 contains 28396 members 
Mstep: Class 12 contains 69600 members 
Mstep: Class 13 contains 36509 members 
Mstep: Class 14 contains 80624 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 135238 members 
Mstep: Class 18 contains 110479 members 
Mstep: Class 19 contains 30111 members 
Mstep: Class 20 contains 78094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3362.505859 but Gain 3387.964844
Score: -104871072.000000 Penalty: 57595.390625
Iteration 2F: 18 clusters Score -1.048711e+08 nChanged 178546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1688 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 3 contains 36913 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 27438 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 9 contains 41247 members 
Mstep: Class 10 contains 92568 members 
Mstep: Class 11 contains 17872 members 
Mstep: Class 12 contains 62219 members 
Mstep: Class 13 contains 34428 members 
Mstep: Class 14 contains 85252 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 177231 members 
Mstep: Class 18 contains 126572 members 
Mstep: Class 19 contains 24474 members 
Mstep: Class 20 contains 82287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105079776.000000 Penalty: 57595.390625
Iteration 3F: 18 clusters Score -1.050798e+08 nChanged 148504
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 3 contains 25415 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 5834 members 
Mstep: Class 6 contains 22815 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 9 contains 31283 members 
Mstep: Class 10 contains 106941 members 
Mstep: Class 11 contains 9189 members 
Mstep: Class 12 contains 54308 members 
Mstep: Class 13 contains 29714 members 
Mstep: Class 14 contains 84693 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 213407 members 
Mstep: Class 18 contains 144096 members 
Mstep: Class 19 contains 17896 members 
Mstep: Class 20 contains 83037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105239680.000000 Penalty: 57595.390625
Iteration 4F: 18 clusters Score -1.052397e+08 nChanged 128476
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 3972 members 
Mstep: Class 5 contains 4077 members 
Mstep: Class 6 contains 19395 members 
Mstep: Class 7 contains 10586 members 
Mstep: Class 9 contains 23997 members 
Mstep: Class 10 contains 123739 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 45213 members 
Mstep: Class 13 contains 26450 members 
Mstep: Class 14 contains 85488 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 16 contains 219510 members 
Mstep: Class 18 contains 170495 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 84614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105332408.000000 Penalty: 57595.390625
Iteration 5F: 18 clusters Score -1.053324e+08 nChanged 110682
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 16610 members 
Mstep: Class 7 contains 6829 members 
Mstep: Class 9 contains 20766 members 
Mstep: Class 10 contains 138435 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 34607 members 
Mstep: Class 13 contains 24658 members 
Mstep: Class 14 contains 87041 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 207064 members 
Mstep: Class 18 contains 202721 members 
Mstep: Class 19 contains 9105 members 
Mstep: Class 20 contains 85288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3087.013916 but Gain 3387.960938
Score: -105397400.000000 Penalty: 54207.429688
Iteration 6F: 17 clusters Score -1.053974e+08 nChanged 107170
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 6 contains 13903 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 9 contains 19998 members 
Mstep: Class 10 contains 149964 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 25285 members 
Mstep: Class 13 contains 24749 members 
Mstep: Class 14 contains 90835 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 186714 members 
Mstep: Class 18 contains 231631 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 86996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105454808.000000 Penalty: 54207.429688
Iteration 7F: 17 clusters Score -1.054548e+08 nChanged 92894
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 6 contains 11033 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 9 contains 20287 members 
Mstep: Class 10 contains 160846 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 17762 members 
Mstep: Class 13 contains 26170 members 
Mstep: Class 14 contains 96882 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 171452 members 
Mstep: Class 18 contains 241376 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 20 contains 90283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105503288.000000 Penalty: 54207.429688
Iteration 8F: 17 clusters Score -1.055033e+08 nChanged 78406
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2828 members 
Mstep: Class 6 contains 8424 members 
Mstep: Class 7 contains 2426 members 
Mstep: Class 9 contains 21066 members 
Mstep: Class 10 contains 171232 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 13 contains 28072 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 164361 members 
Mstep: Class 18 contains 235320 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 94975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2954.504883 but Gain 3387.964844
Score: -105543568.000000 Penalty: 50819.464844
Iteration 9F: 16 clusters Score -1.055436e+08 nChanged 69945
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 9 contains 22116 members 
Mstep: Class 10 contains 180902 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 29857 members 
Mstep: Class 14 contains 113567 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 160840 members 
Mstep: Class 18 contains 221403 members 
Mstep: Class 20 contains 101696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105582320.000000 Penalty: 50819.464844
Iteration 10F: 16 clusters Score -1.055823e+08 nChanged 57781
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 10 contains 189401 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 4561 members 
Mstep: Class 13 contains 31112 members 
Mstep: Class 14 contains 122488 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 16 contains 158062 members 
Mstep: Class 18 contains 202883 members 
Mstep: Class 20 contains 108445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2818.720947 but Gain 3387.964844
Score: -105612768.000000 Penalty: 47431.500000
Iteration 11F: 15 clusters Score -1.056128e+08 nChanged 49887
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 2341 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 9 contains 24823 members 
Mstep: Class 10 contains 196619 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 13 contains 31730 members 
Mstep: Class 14 contains 132068 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 155451 members 
Mstep: Class 18 contains 185569 members 
Mstep: Class 20 contains 115341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105639440.000000 Penalty: 47431.500000
Iteration 12F: 15 clusters Score -1.056394e+08 nChanged 37206
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 9 contains 26336 members 
Mstep: Class 10 contains 201127 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 31605 members 
Mstep: Class 14 contains 139409 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 152755 members 
Mstep: Class 18 contains 170020 members 
Mstep: Class 20 contains 121248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105653496.000000 Penalty: 47431.500000
Iteration 13Q: 15 clusters Score -1.056535e+08 nChanged 29180
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 9 contains 27782 members 
Mstep: Class 10 contains 204177 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 31028 members 
Mstep: Class 14 contains 145666 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 150126 members 
Mstep: Class 18 contains 158183 members 
Mstep: Class 20 contains 126005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105663024.000000 Penalty: 47431.500000
Iteration 14Q: 15 clusters Score -1.05663e+08 nChanged 23125
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2280 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 9 contains 29118 members 
Mstep: Class 10 contains 206041 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 30084 members 
Mstep: Class 14 contains 151827 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 147317 members 
Mstep: Class 18 contains 149661 members 
Mstep: Class 20 contains 129025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105667896.000000 Penalty: 47431.500000
Iteration 15Q: 15 clusters Score -1.056679e+08 nChanged 20667
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 9 contains 30307 members 
Mstep: Class 10 contains 207157 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 28878 members 
Mstep: Class 14 contains 159249 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 144042 members 
Mstep: Class 18 contains 143136 members 
Mstep: Class 20 contains 130261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105668848.000000 Penalty: 47431.500000
Iteration 16Q: 15 clusters Score -1.056688e+08 nChanged 22786
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 2273 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 9 contains 31369 members 
Mstep: Class 10 contains 208421 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 27572 members 
Mstep: Class 14 contains 168976 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 139841 members 
Mstep: Class 18 contains 136935 members 
Mstep: Class 20 contains 129861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105664400.000000 Penalty: 47431.500000
Iteration 17Q: 15 clusters Score -1.056644e+08 nChanged 28210
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 9 contains 32282 members 
Mstep: Class 10 contains 210662 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 26367 members 
Mstep: Class 14 contains 181270 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 134270 members 
Mstep: Class 18 contains 129074 members 
Mstep: Class 20 contains 128912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105658432.000000 Penalty: 47431.500000
Iteration 18Q: 15 clusters Score -1.056584e+08 nChanged 33201
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 9 contains 33195 members 
Mstep: Class 10 contains 214727 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 25481 members 
Mstep: Class 14 contains 192837 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 127980 members 
Mstep: Class 18 contains 119364 members 
Mstep: Class 20 contains 129108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105649592.000000 Penalty: 47431.500000
Iteration 19Q: 15 clusters Score -1.056496e+08 nChanged 33275
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 1320 members 
Mstep: Class 9 contains 34176 members 
Mstep: Class 10 contains 220602 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 24924 members 
Mstep: Class 14 contains 197828 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 123453 members 
Mstep: Class 18 contains 110532 members 
Mstep: Class 20 contains 131068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105649944.000000 Penalty: 47431.500000
Iteration 20F: 15 clusters Score -1.056499e+08 nChanged 32704
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 9 contains 35290 members 
Mstep: Class 10 contains 227540 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 24484 members 
Mstep: Class 14 contains 198728 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 120265 members 
Mstep: Class 18 contains 102025 members 
Mstep: Class 20 contains 134222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105650208.000000 Penalty: 47431.500000
Iteration 21Q: 15 clusters Score -1.056502e+08 nChanged 30078
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 3 contains 1040 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 6 contains 2415 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 9 contains 36497 members 
Mstep: Class 10 contains 235081 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 24120 members 
Mstep: Class 14 contains 194210 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 118912 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 20 contains 138702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105655200.000000 Penalty: 47431.500000
Iteration 22Q: 15 clusters Score -1.056552e+08 nChanged 27894
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 9 contains 37798 members 
Mstep: Class 10 contains 242635 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 23671 members 
Mstep: Class 14 contains 186958 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 118574 members 
Mstep: Class 18 contains 89073 members 
Mstep: Class 20 contains 143980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105661856.000000 Penalty: 47431.500000
Iteration 23Q: 15 clusters Score -1.056619e+08 nChanged 26521
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 9 contains 39202 members 
Mstep: Class 10 contains 249527 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 23166 members 
Mstep: Class 14 contains 178815 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 118543 members 
Mstep: Class 18 contains 83245 members 
Mstep: Class 20 contains 150273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105668408.000000 Penalty: 47431.500000
Iteration 24Q: 15 clusters Score -1.056684e+08 nChanged 26652
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 9 contains 40701 members 
Mstep: Class 10 contains 255598 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 22680 members 
Mstep: Class 14 contains 170869 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 117882 members 
Mstep: Class 18 contains 76966 members 
Mstep: Class 20 contains 158234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105673464.000000 Penalty: 47431.500000
Iteration 25Q: 15 clusters Score -1.056735e+08 nChanged 28686
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 9 contains 42138 members 
Mstep: Class 10 contains 260889 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 22217 members 
Mstep: Class 14 contains 163447 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 116161 members 
Mstep: Class 18 contains 70013 members 
Mstep: Class 20 contains 168245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105677056.000000 Penalty: 47431.500000
Iteration 26Q: 15 clusters Score -1.056771e+08 nChanged 31520
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 9 contains 43463 members 
Mstep: Class 10 contains 265661 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 157120 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 113723 members 
Mstep: Class 18 contains 62794 members 
Mstep: Class 20 contains 178671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105676896.000000 Penalty: 47431.500000
Iteration 27Q: 15 clusters Score -1.056769e+08 nChanged 32992
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 9 contains 44782 members 
Mstep: Class 10 contains 270561 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 21511 members 
Mstep: Class 14 contains 152204 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 111771 members 
Mstep: Class 18 contains 56113 members 
Mstep: Class 20 contains 186421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105675456.000000 Penalty: 47431.500000
Iteration 28Q: 15 clusters Score -1.056755e+08 nChanged 30376
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 9 contains 46067 members 
Mstep: Class 10 contains 276130 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 21220 members 
Mstep: Class 14 contains 149475 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 111308 members 
Mstep: Class 18 contains 51036 members 
Mstep: Class 20 contains 188199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105674968.000000 Penalty: 47431.500000
Iteration 29Q: 15 clusters Score -1.05675e+08 nChanged 26526
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 47485 members 
Mstep: Class 10 contains 282018 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 148593 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 112317 members 
Mstep: Class 18 contains 47005 members 
Mstep: Class 20 contains 185117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105676328.000000 Penalty: 47431.500000
Iteration 30Q: 15 clusters Score -1.056763e+08 nChanged 23053
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 9 contains 49019 members 
Mstep: Class 10 contains 287421 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 20644 members 
Mstep: Class 14 contains 148795 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 114258 members 
Mstep: Class 18 contains 43647 members 
Mstep: Class 20 contains 179732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105678136.000000 Penalty: 47431.500000
Iteration 31Q: 15 clusters Score -1.056781e+08 nChanged 20669
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 9 contains 50633 members 
Mstep: Class 10 contains 291349 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 20389 members 
Mstep: Class 14 contains 149568 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 116763 members 
Mstep: Class 18 contains 40855 members 
Mstep: Class 20 contains 174076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105680480.000000 Penalty: 47431.500000
Iteration 32Q: 15 clusters Score -1.056805e+08 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 293748 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 20172 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 2918 members 
Mstep: Class 16 contains 119530 members 
Mstep: Class 18 contains 38357 members 
Mstep: Class 20 contains 169136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105681528.000000 Penalty: 47431.500000
Iteration 33Q: 15 clusters Score -1.056815e+08 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1899 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 9 contains 53616 members 
Mstep: Class 10 contains 294179 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 20014 members 
Mstep: Class 14 contains 152045 members 
Mstep: Class 15 contains 2918 members 
Mstep: Class 16 contains 122412 members 
Mstep: Class 18 contains 36139 members 
Mstep: Class 20 contains 165431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105682576.000000 Penalty: 47431.500000
Iteration 34Q: 15 clusters Score -1.056826e+08 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 9 contains 55003 members 
Mstep: Class 10 contains 293318 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19901 members 
Mstep: Class 14 contains 153601 members 
Mstep: Class 15 contains 2918 members 
Mstep: Class 16 contains 125466 members 
Mstep: Class 18 contains 34128 members 
Mstep: Class 20 contains 162527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105684192.000000 Penalty: 47431.500000
Iteration 35Q: 15 clusters Score -1.056842e+08 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 56279 members 
Mstep: Class 10 contains 291558 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19781 members 
Mstep: Class 14 contains 155156 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 128582 members 
Mstep: Class 18 contains 32229 members 
Mstep: Class 20 contains 160436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105685704.000000 Penalty: 47431.500000
Iteration 36Q: 15 clusters Score -1.056857e+08 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 9 contains 57348 members 
Mstep: Class 10 contains 289246 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19703 members 
Mstep: Class 14 contains 156574 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 131855 members 
Mstep: Class 18 contains 30472 members 
Mstep: Class 20 contains 158879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105686840.000000 Penalty: 47431.500000
Iteration 37Q: 15 clusters Score -1.056868e+08 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 9 contains 58282 members 
Mstep: Class 10 contains 286437 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19635 members 
Mstep: Class 14 contains 157765 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 135243 members 
Mstep: Class 18 contains 28784 members 
Mstep: Class 20 contains 157978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105686968.000000 Penalty: 47431.500000
Iteration 38Q: 15 clusters Score -1.05687e+08 nChanged 12176
Entering ConstructFrom: 
Score: -105686968.000000 Penalty: 47431.500000
Entering ConstructFrom: 
Trying to split cluster 1 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -415779.656250 Penalty: 2008.689453
	Iteration 0F: 2 clusters Score -415779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -412314.437500 Penalty: 4017.378906
	Iteration 0F: 3 clusters Score -412314.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -413035.500000 Penalty: 4017.378906
	Iteration 1F: 3 clusters Score -413035.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -413228.281250 Penalty: 4017.378906
	Iteration 2F: 3 clusters Score -413228.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -413339.593750 Penalty: 4017.378906
	Iteration 3F: 3 clusters Score -413339.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -413415.375000 Penalty: 4017.378906
	Iteration 4Q: 3 clusters Score -413415.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -413457.031250 Penalty: 4017.378906
	Iteration 5Q: 3 clusters Score -413457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -413484.875000 Penalty: 4017.378906
	Iteration 6Q: 3 clusters Score -413484.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -413510.937500 Penalty: 4017.378906
	Iteration 7Q: 3 clusters Score -413510.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -413531.281250 Penalty: 4017.378906
	Iteration 8Q: 3 clusters Score -413531.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -413547.968750 Penalty: 4017.378906
	Iteration 9Q: 3 clusters Score -413548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -413570.312500 Penalty: 4017.378906
	Iteration 10Q: 3 clusters Score -413570.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -413594.187500 Penalty: 4017.378906
	Iteration 11Q: 3 clusters Score -413594.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -413611.062500 Penalty: 4017.378906
	Iteration 12Q: 3 clusters Score -413611.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -413626.343750 Penalty: 4017.378906
	Iteration 13Q: 3 clusters Score -413626.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -413642.968750 Penalty: 4017.378906
	Iteration 14Q: 3 clusters Score -413643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -413657.468750 Penalty: 4017.378906
	Iteration 15Q: 3 clusters Score -413657.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -413673.718750 Penalty: 4017.378906
	Iteration 16Q: 3 clusters Score -413673.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -413688.500000 Penalty: 4017.378906
	Iteration 17Q: 3 clusters Score -413688.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -413702.437500 Penalty: 4017.378906
	Iteration 18Q: 3 clusters Score -413702.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -413709.750000 Penalty: 4017.378906
	Iteration 19Q: 3 clusters Score -413709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -413713.406250 Penalty: 4017.378906
	Iteration 20F: 3 clusters Score -413713.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -413715.968750 Penalty: 4017.378906
	Iteration 21Q: 3 clusters Score -413716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -413716.812500 Penalty: 4017.378906
	Iteration 22Q: 3 clusters Score -413716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -413719.125000 Penalty: 4017.378906
	Iteration 23Q: 3 clusters Score -413719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -413719.500000 Penalty: 4017.378906
	Iteration 24Q: 3 clusters Score -413719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -413720.562500 Penalty: 4017.378906
	Iteration 25Q: 3 clusters Score -413720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -413721.937500 Penalty: 4017.378906
	Iteration 26Q: 3 clusters Score -413721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -413721.843750 Penalty: 4017.378906
	Iteration 27Q: 3 clusters Score -413721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -413722.156250 Penalty: 4017.378906
	Iteration 28Q: 3 clusters Score -413722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -413723.125000 Penalty: 4017.378906
	Iteration 29Q: 3 clusters Score -413723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -413724.500000 Penalty: 4017.378906
	Iteration 30Q: 3 clusters Score -413724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -413726.843750 Penalty: 4017.378906
	Iteration 31Q: 3 clusters Score -413726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -413728.750000 Penalty: 4017.378906
	Iteration 32Q: 3 clusters Score -413728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413732.156250 Penalty: 4017.378906
	Iteration 33Q: 3 clusters Score -413732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413732.500000 Penalty: 4017.378906
	Iteration 34Q: 3 clusters Score -413732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -413732.687500 Penalty: 4017.378906
	Iteration 35Q: 3 clusters Score -413732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -413732.906250 Penalty: 4017.378906
	Iteration 36Q: 3 clusters Score -413732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -413734.312500 Penalty: 4017.378906
	Iteration 37Q: 3 clusters Score -413734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -413734.312500 Penalty: 4017.378906
	Iteration 38F: 3 clusters Score -413734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -117796.875000 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -117796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115900.570312 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -115900.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116196.648438 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -116196.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116282.468750 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -116282.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116341.992188 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -116342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116371.335938 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -116371.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116393.125000 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -116393.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116409.578125 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -116409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116425.031250 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -116425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116444.492188 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -116444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116471.578125 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -116471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116515.031250 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -116515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116592.414062 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -116592.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116709.617188 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -116709.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116847.820312 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -116847.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117015.914062 Penalty: 3431.181885
	Iteration 14F: 3 clusters Score -117015.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117220.757812 Penalty: 3431.181885
	Iteration 15F: 3 clusters Score -117220.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117383.421875 Penalty: 3431.181885
	Iteration 16F: 3 clusters Score -117383.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -117522.460938 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -117522.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117662.218750 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -117662.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117788.125000 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -117788.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -117895.562500 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -117895.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117998.890625 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -117998.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118078.812500 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -118078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118096.632812 Penalty: 3431.181885
	Iteration 23Q: 3 clusters Score -118096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118098.828125 Penalty: 3431.181885
	Iteration 24Q: 3 clusters Score -118098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118101.328125 Penalty: 3431.181885
	Iteration 25Q: 3 clusters Score -118101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118101.328125 Penalty: 3431.181885
	Iteration 26F: 3 clusters Score -118101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 9 contains 59109 members 
Mstep: Class 10 contains 283293 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19582 members 
Mstep: Class 14 contains 158645 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 138763 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 20 contains 157552 members 
Entering Unmasked Estep 
Score: -105686416.000000 Penalty: 50819.464844
Splitting cluster 3 changes total score from -105686968.000000 to -105686416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -231752.437500 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -231752.4 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 937 members 
Entering Unmasked Estep 
Score: -229204.953125 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -229205 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -229652.046875 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -229652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229733.046875 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -229733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -229784.171875 Penalty: 3736.181396
	Iteration 3Q: 3 clusters Score -229784.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229832.687500 Penalty: 3736.181396
	Iteration 4Q: 3 clusters Score -229832.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -229862.437500 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -229862.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -229884.781250 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -229884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229921.562500 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -229921.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229936.109375 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -229936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229943.421875 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -229943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -229948.671875 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -229948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229954.843750 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -229954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229957.421875 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -229957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229960.343750 Penalty: 3736.181396
	Iteration 13Q: 3 clusters Score -229960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229961.718750 Penalty: 3736.181396
	Iteration 14Q: 3 clusters Score -229961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229962.937500 Penalty: 3736.181396
	Iteration 15Q: 3 clusters Score -229962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229963.843750 Penalty: 3736.181396
	Iteration 16Q: 3 clusters Score -229963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229965.250000 Penalty: 3736.181396
	Iteration 17Q: 3 clusters Score -229965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229965.812500 Penalty: 3736.181396
	Iteration 18Q: 3 clusters Score -229965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229965.593750 Penalty: 3736.181396
	Iteration 19Q: 3 clusters Score -229965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229965.593750 Penalty: 3736.181396
	Iteration 20F: 3 clusters Score -229965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -224963.546875 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -224963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -222417.171875 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -222417.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222969.593750 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -222969.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -223183.984375 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -223184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -223377.156250 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -223377.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223551.281250 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -223551.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -223719.203125 Penalty: 3753.916260
	Iteration 5F: 3 clusters Score -223719.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -223875.171875 Penalty: 3753.916260
	Iteration 6F: 3 clusters Score -223875.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -224028.484375 Penalty: 3753.916260
	Iteration 7F: 3 clusters Score -224028.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -224209.734375 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -224209.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -224382.703125 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -224382.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -224528.640625 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -224528.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -224634.421875 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -224634.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -224687.671875 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -224687.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -224735.640625 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -224735.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -224759.656250 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -224759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -224765.453125 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -224765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -224765.453125 Penalty: 3753.916260
	Iteration 16F: 3 clusters Score -224765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -145301.296875 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -145301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143225.796875 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -143225.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143561.046875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -143561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -143683.437500 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -143683.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -143773.359375 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -143773.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -143838.203125 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -143838.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -143898.593750 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -143898.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -143950.546875 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -143950.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144000.031250 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -144000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144045.593750 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -144045.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -144101.015625 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -144101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144146.062500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -144146.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -144199.562500 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -144199.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -144242.015625 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -144242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -144267.640625 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -144267.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144303.640625 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -144303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144348.031250 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -144348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -144381.000000 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -144381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -144397.515625 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -144397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144412.015625 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -144412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144416.953125 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -144417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144423.843750 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -144423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -144425.453125 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -144425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144425.984375 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -144426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144425.984375 Penalty: 3523.655518
	Iteration 23F: 3 clusters Score -144426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Entering Unmasked Estep 
Score: -7144759.500000 Penalty: 2724.810303
	Iteration 0F: 2 clusters Score -7144760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7105191.500000 Penalty: 5449.620605
	Iteration 0F: 3 clusters Score -7105192 nChanged 27394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -7120485.000000 Penalty: 5449.620605
	Iteration 1F: 3 clusters Score -7120485 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -7121073.500000 Penalty: 5449.620605
	Iteration 2Q: 3 clusters Score -7121074 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -7121769.500000 Penalty: 5449.620605
	Iteration 3Q: 3 clusters Score -7121770 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -7122595.500000 Penalty: 5449.620605
	Iteration 4Q: 3 clusters Score -7122596 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7124115.000000 Penalty: 5449.620605
	Iteration 5Q: 3 clusters Score -7124115 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -7127239.000000 Penalty: 5449.620605
	Iteration 6F: 3 clusters Score -7127239 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -7132076.500000 Penalty: 5449.620605
	Iteration 7F: 3 clusters Score -7132076 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -7137046.500000 Penalty: 5449.620605
	Iteration 8F: 3 clusters Score -7137046 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7140838.000000 Penalty: 5449.620605
	Iteration 9F: 3 clusters Score -7140838 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7142927.000000 Penalty: 5449.620605
	Iteration 10F: 3 clusters Score -7142927 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -7143776.500000 Penalty: 5449.620605
	Iteration 11Q: 3 clusters Score -7143776 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -7144092.500000 Penalty: 5449.620605
	Iteration 12Q: 3 clusters Score -7144092 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -7144257.500000 Penalty: 5449.620605
	Iteration 13Q: 3 clusters Score -7144258 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -7144353.000000 Penalty: 5449.620605
	Iteration 14Q: 3 clusters Score -7144353 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -7144444.500000 Penalty: 5449.620605
	Iteration 15Q: 3 clusters Score -7144444 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -7144520.500000 Penalty: 5449.620605
	Iteration 16Q: 3 clusters Score -7144520 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -7144584.000000 Penalty: 5449.620605
	Iteration 17Q: 3 clusters Score -7144584 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -7144657.500000 Penalty: 5449.620605
	Iteration 18Q: 3 clusters Score -7144658 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7144725.000000 Penalty: 5449.620605
	Iteration 19Q: 3 clusters Score -7144725 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -7144883.500000 Penalty: 5449.620605
	Iteration 20F: 3 clusters Score -7144884 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -7145047.500000 Penalty: 5449.620605
	Iteration 21Q: 3 clusters Score -7145048 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -7145374.000000 Penalty: 5449.620605
	Iteration 22Q: 3 clusters Score -7145374 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -7146079.000000 Penalty: 5449.620605
	Iteration 23Q: 3 clusters Score -7146079 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -7147236.000000 Penalty: 5449.620605
	Iteration 24Q: 3 clusters Score -7147236 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7148019.500000 Penalty: 5449.620605
	Iteration 25Q: 3 clusters Score -7148020 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7148186.000000 Penalty: 5449.620605
	Iteration 26Q: 3 clusters Score -7148186 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7148261.500000 Penalty: 5449.620605
	Iteration 27Q: 3 clusters Score -7148262 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7148317.500000 Penalty: 5449.620605
	Iteration 28Q: 3 clusters Score -7148318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -7148336.000000 Penalty: 5449.620605
	Iteration 29Q: 3 clusters Score -7148336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7148360.500000 Penalty: 5449.620605
	Iteration 30Q: 3 clusters Score -7148360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7148371.500000 Penalty: 5449.620605
	Iteration 31Q: 3 clusters Score -7148372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7148398.500000 Penalty: 5449.620605
	Iteration 32Q: 3 clusters Score -7148398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7148404.000000 Penalty: 5449.620605
	Iteration 33Q: 3 clusters Score -7148404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7148421.000000 Penalty: 5449.620605
	Iteration 34Q: 3 clusters Score -7148421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7148407.000000 Penalty: 5449.620605
	Iteration 35Q: 3 clusters Score -7148407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7148423.500000 Penalty: 5449.620605
	Iteration 36Q: 3 clusters Score -7148424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7148434.500000 Penalty: 5449.620605
	Iteration 37Q: 3 clusters Score -7148434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7148438.000000 Penalty: 5449.620605
	Iteration 38Q: 3 clusters Score -7148438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -7148429.000000 Penalty: 5449.620605
	Iteration 39Q: 3 clusters Score -7148429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7148435.000000 Penalty: 5449.620605
	Iteration 40F: 3 clusters Score -7148435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7148431.500000 Penalty: 5449.620605
	Iteration 41Q: 3 clusters Score -7148432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7148437.000000 Penalty: 5449.620605
	Iteration 42Q: 3 clusters Score -7148437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7148443.000000 Penalty: 5449.620605
	Iteration 43Q: 3 clusters Score -7148443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7148442.000000 Penalty: 5449.620605
	Iteration 44Q: 3 clusters Score -7148442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7148438.500000 Penalty: 5449.620605
	Iteration 45Q: 3 clusters Score -7148438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7148439.000000 Penalty: 5449.620605
	Iteration 46Q: 3 clusters Score -7148439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7148444.000000 Penalty: 5449.620605
	Iteration 47Q: 3 clusters Score -7148444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7148439.500000 Penalty: 5449.620605
	Iteration 48Q: 3 clusters Score -7148440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7148434.000000 Penalty: 5449.620605
	Iteration 49Q: 3 clusters Score -7148434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7148434.000000 Penalty: 5449.620605
	Iteration 50F: 3 clusters Score -7148434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 9 contains 55560 members 
Mstep: Class 10 contains 283293 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19582 members 
Mstep: Class 14 contains 158645 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 138763 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 20 contains 157552 members 
Entering Unmasked Estep 
Score: -105690896.000000 Penalty: 50819.464844
Splitting cluster 9 changes total score from -105686968.000000 to -105690896.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (283293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283293 members 
Entering Unmasked Estep 
Score: -35296012.000000 Penalty: 3113.450928
	Iteration 0F: 2 clusters Score -3.529601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -35130264.000000 Penalty: 6226.901855
	Iteration 0F: 3 clusters Score -3.513026e+07 nChanged 137130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144470 members 
Mstep: Class 2 contains 138823 members 
Entering Unmasked Estep 
Score: -35211296.000000 Penalty: 6226.901855
	Iteration 1F: 3 clusters Score -3.52113e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -35212464.000000 Penalty: 6226.901855
	Iteration 2Q: 3 clusters Score -3.521246e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151128 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -35214288.000000 Penalty: 6226.901855
	Iteration 3Q: 3 clusters Score -3.521429e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157544 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -35217632.000000 Penalty: 6226.901855
	Iteration 4Q: 3 clusters Score -3.521763e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -35223112.000000 Penalty: 6226.901855
	Iteration 5Q: 3 clusters Score -3.522311e+07 nChanged 17005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 102026 members 
Entering Unmasked Estep 
Score: -35231612.000000 Penalty: 6226.901855
	Iteration 6F: 3 clusters Score -3.523161e+07 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198325 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -35242832.000000 Penalty: 6226.901855
	Iteration 7F: 3 clusters Score -3.524283e+07 nChanged 20256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214989 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -35254072.000000 Penalty: 6226.901855
	Iteration 8F: 3 clusters Score -3.525407e+07 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226775 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -35264964.000000 Penalty: 6226.901855
	Iteration 9F: 3 clusters Score -3.526496e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232854 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -35273760.000000 Penalty: 6226.901855
	Iteration 10Q: 3 clusters Score -3.527376e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235507 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -35278592.000000 Penalty: 6226.901855
	Iteration 11Q: 3 clusters Score -3.527859e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237294 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -35281232.000000 Penalty: 6226.901855
	Iteration 12Q: 3 clusters Score -3.528123e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239010 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -35282804.000000 Penalty: 6226.901855
	Iteration 13Q: 3 clusters Score -3.52828e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240750 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -35284560.000000 Penalty: 6226.901855
	Iteration 14Q: 3 clusters Score -3.528456e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242498 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -35286192.000000 Penalty: 6226.901855
	Iteration 15Q: 3 clusters Score -3.528619e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244218 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -35287884.000000 Penalty: 6226.901855
	Iteration 16Q: 3 clusters Score -3.528788e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246006 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -35289820.000000 Penalty: 6226.901855
	Iteration 17Q: 3 clusters Score -3.528982e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247825 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -35291580.000000 Penalty: 6226.901855
	Iteration 18Q: 3 clusters Score -3.529158e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249541 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -35292864.000000 Penalty: 6226.901855
	Iteration 19Q: 3 clusters Score -3.529286e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251090 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -35293848.000000 Penalty: 6226.901855
	Iteration 20F: 3 clusters Score -3.529385e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252507 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -35294764.000000 Penalty: 6226.901855
	Iteration 21Q: 3 clusters Score -3.529476e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253846 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -35295404.000000 Penalty: 6226.901855
	Iteration 22Q: 3 clusters Score -3.52954e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255117 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -35295916.000000 Penalty: 6226.901855
	Iteration 23Q: 3 clusters Score -3.529592e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256322 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -35296380.000000 Penalty: 6226.901855
	Iteration 24Q: 3 clusters Score -3.529638e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257478 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -35296820.000000 Penalty: 6226.901855
	Iteration 25Q: 3 clusters Score -3.529682e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258533 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -35297252.000000 Penalty: 6226.901855
	Iteration 26Q: 3 clusters Score -3.529725e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259478 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -35297324.000000 Penalty: 6226.901855
	Iteration 27Q: 3 clusters Score -3.529732e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260350 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -35297420.000000 Penalty: 6226.901855
	Iteration 28Q: 3 clusters Score -3.529742e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261153 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -35297456.000000 Penalty: 6226.901855
	Iteration 29Q: 3 clusters Score -3.529746e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261888 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -35297456.000000 Penalty: 6226.901855
	Iteration 30Q: 3 clusters Score -3.529746e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262504 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -35297408.000000 Penalty: 6226.901855
	Iteration 31Q: 3 clusters Score -3.529741e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263075 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -35297480.000000 Penalty: 6226.901855
	Iteration 32Q: 3 clusters Score -3.529748e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263568 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -35297348.000000 Penalty: 6226.901855
	Iteration 33Q: 3 clusters Score -3.529735e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264014 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -35297384.000000 Penalty: 6226.901855
	Iteration 34Q: 3 clusters Score -3.529738e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264453 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -35297452.000000 Penalty: 6226.901855
	Iteration 35Q: 3 clusters Score -3.529745e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264874 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -35297376.000000 Penalty: 6226.901855
	Iteration 36Q: 3 clusters Score -3.529738e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265280 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -35297400.000000 Penalty: 6226.901855
	Iteration 37Q: 3 clusters Score -3.52974e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265681 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -35297392.000000 Penalty: 6226.901855
	Iteration 38Q: 3 clusters Score -3.529739e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266071 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -35297496.000000 Penalty: 6226.901855
	Iteration 39Q: 3 clusters Score -3.52975e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266419 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -35297556.000000 Penalty: 6226.901855
	Iteration 40F: 3 clusters Score -3.529756e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266734 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -35297540.000000 Penalty: 6226.901855
	Iteration 41Q: 3 clusters Score -3.529754e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267030 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -35297648.000000 Penalty: 6226.901855
	Iteration 42Q: 3 clusters Score -3.529765e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267299 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -35297616.000000 Penalty: 6226.901855
	Iteration 43Q: 3 clusters Score -3.529762e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267547 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -35297608.000000 Penalty: 6226.901855
	Iteration 44Q: 3 clusters Score -3.529761e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267788 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -35297532.000000 Penalty: 6226.901855
	Iteration 45Q: 3 clusters Score -3.529753e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268012 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -35297532.000000 Penalty: 6226.901855
	Iteration 46Q: 3 clusters Score -3.529753e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268260 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -35297492.000000 Penalty: 6226.901855
	Iteration 47Q: 3 clusters Score -3.529749e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268504 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -35297572.000000 Penalty: 6226.901855
	Iteration 48Q: 3 clusters Score -3.529757e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268737 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -35297608.000000 Penalty: 6226.901855
	Iteration 49Q: 3 clusters Score -3.529761e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268974 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -35297636.000000 Penalty: 6226.901855
	Iteration 50Q: 3 clusters Score -3.529764e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269172 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -35297620.000000 Penalty: 6226.901855
	Iteration 51Q: 3 clusters Score -3.529762e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269346 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -35297640.000000 Penalty: 6226.901855
	Iteration 52Q: 3 clusters Score -3.529764e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269523 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -35297608.000000 Penalty: 6226.901855
	Iteration 53Q: 3 clusters Score -3.529761e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269695 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -35297528.000000 Penalty: 6226.901855
	Iteration 54Q: 3 clusters Score -3.529753e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269843 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -35297512.000000 Penalty: 6226.901855
	Iteration 55Q: 3 clusters Score -3.529751e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269980 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -35297472.000000 Penalty: 6226.901855
	Iteration 56Q: 3 clusters Score -3.529747e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270108 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -35297496.000000 Penalty: 6226.901855
	Iteration 57Q: 3 clusters Score -3.52975e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270216 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -35297528.000000 Penalty: 6226.901855
	Iteration 58Q: 3 clusters Score -3.529753e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270313 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -35297532.000000 Penalty: 6226.901855
	Iteration 59Q: 3 clusters Score -3.529753e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270402 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -35297544.000000 Penalty: 6226.901855
	Iteration 60F: 3 clusters Score -3.529754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270483 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -35297524.000000 Penalty: 6226.901855
	Iteration 61Q: 3 clusters Score -3.529752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270555 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -35297480.000000 Penalty: 6226.901855
	Iteration 62Q: 3 clusters Score -3.529748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270628 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -35297480.000000 Penalty: 6226.901855
	Iteration 63Q: 3 clusters Score -3.529748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270705 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -35297472.000000 Penalty: 6226.901855
	Iteration 64Q: 3 clusters Score -3.529747e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270779 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -35297440.000000 Penalty: 6226.901855
	Iteration 65Q: 3 clusters Score -3.529744e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270848 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -35297428.000000 Penalty: 6226.901855
	Iteration 66Q: 3 clusters Score -3.529743e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270919 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -35297432.000000 Penalty: 6226.901855
	Iteration 67Q: 3 clusters Score -3.529743e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270982 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -35297456.000000 Penalty: 6226.901855
	Iteration 68Q: 3 clusters Score -3.529746e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271037 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -35297456.000000 Penalty: 6226.901855
	Iteration 69Q: 3 clusters Score -3.529746e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271083 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -35297448.000000 Penalty: 6226.901855
	Iteration 70Q: 3 clusters Score -3.529745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271139 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -35297472.000000 Penalty: 6226.901855
	Iteration 71Q: 3 clusters Score -3.529747e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271196 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -35297452.000000 Penalty: 6226.901855
	Iteration 72Q: 3 clusters Score -3.529745e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271241 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -35297448.000000 Penalty: 6226.901855
	Iteration 73Q: 3 clusters Score -3.529745e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271285 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -35297452.000000 Penalty: 6226.901855
	Iteration 74Q: 3 clusters Score -3.529745e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271327 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -35297424.000000 Penalty: 6226.901855
	Iteration 75Q: 3 clusters Score -3.529742e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271379 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -35297408.000000 Penalty: 6226.901855
	Iteration 76Q: 3 clusters Score -3.529741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271429 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -35297440.000000 Penalty: 6226.901855
	Iteration 77Q: 3 clusters Score -3.529744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271470 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -35297444.000000 Penalty: 6226.901855
	Iteration 78Q: 3 clusters Score -3.529744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271508 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -35297456.000000 Penalty: 6226.901855
	Iteration 79Q: 3 clusters Score -3.529746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271540 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -35297452.000000 Penalty: 6226.901855
	Iteration 80F: 3 clusters Score -3.529745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271566 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -35297428.000000 Penalty: 6226.901855
	Iteration 81Q: 3 clusters Score -3.529743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271590 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -35297392.000000 Penalty: 6226.901855
	Iteration 82Q: 3 clusters Score -3.529739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271623 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -35297380.000000 Penalty: 6226.901855
	Iteration 83Q: 3 clusters Score -3.529738e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271660 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -35297352.000000 Penalty: 6226.901855
	Iteration 84Q: 3 clusters Score -3.529735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271688 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -35297380.000000 Penalty: 6226.901855
	Iteration 85Q: 3 clusters Score -3.529738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271714 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -35297436.000000 Penalty: 6226.901855
	Iteration 86Q: 3 clusters Score -3.529744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271751 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -35297404.000000 Penalty: 6226.901855
	Iteration 87Q: 3 clusters Score -3.52974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271788 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -35297460.000000 Penalty: 6226.901855
	Iteration 88Q: 3 clusters Score -3.529746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271821 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -35297460.000000 Penalty: 6226.901855
	Iteration 89Q: 3 clusters Score -3.529746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271854 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -35297460.000000 Penalty: 6226.901855
	Iteration 90Q: 3 clusters Score -3.529746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271881 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -35297448.000000 Penalty: 6226.901855
	Iteration 91Q: 3 clusters Score -3.529745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271903 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -35297424.000000 Penalty: 6226.901855
	Iteration 92Q: 3 clusters Score -3.529742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271926 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -35297416.000000 Penalty: 6226.901855
	Iteration 93Q: 3 clusters Score -3.529742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271948 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -35297396.000000 Penalty: 6226.901855
	Iteration 94Q: 3 clusters Score -3.52974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271961 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -35297420.000000 Penalty: 6226.901855
	Iteration 95Q: 3 clusters Score -3.529742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271971 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -35297416.000000 Penalty: 6226.901855
	Iteration 96Q: 3 clusters Score -3.529742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271982 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -35297448.000000 Penalty: 6226.901855
	Iteration 97Q: 3 clusters Score -3.529745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271989 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -35297460.000000 Penalty: 6226.901855
	Iteration 98Q: 3 clusters Score -3.529746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272001 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -35297444.000000 Penalty: 6226.901855
	Iteration 99Q: 3 clusters Score -3.529744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272013 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -35297404.000000 Penalty: 6226.901855
	Iteration 100F: 3 clusters Score -3.52974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272028 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -35297412.000000 Penalty: 6226.901855
	Iteration 101Q: 3 clusters Score -3.529741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272043 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -35297420.000000 Penalty: 6226.901855
	Iteration 102Q: 3 clusters Score -3.529742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272056 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -35297428.000000 Penalty: 6226.901855
	Iteration 103Q: 3 clusters Score -3.529743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272067 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -35297432.000000 Penalty: 6226.901855
	Iteration 104Q: 3 clusters Score -3.529743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272086 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -35297412.000000 Penalty: 6226.901855
	Iteration 105Q: 3 clusters Score -3.529741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272103 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -35297388.000000 Penalty: 6226.901855
	Iteration 106Q: 3 clusters Score -3.529739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272111 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -35297368.000000 Penalty: 6226.901855
	Iteration 107Q: 3 clusters Score -3.529737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272117 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -35297384.000000 Penalty: 6226.901855
	Iteration 108Q: 3 clusters Score -3.529738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272120 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -35297364.000000 Penalty: 6226.901855
	Iteration 109Q: 3 clusters Score -3.529736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272122 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -35297368.000000 Penalty: 6226.901855
	Iteration 110Q: 3 clusters Score -3.529737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272124 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -35297368.000000 Penalty: 6226.901855
	Iteration 111Q: 3 clusters Score -3.529737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272130 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -35297372.000000 Penalty: 6226.901855
	Iteration 112Q: 3 clusters Score -3.529737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272136 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -35297380.000000 Penalty: 6226.901855
	Iteration 113Q: 3 clusters Score -3.529738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272142 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -35297376.000000 Penalty: 6226.901855
	Iteration 114Q: 3 clusters Score -3.529738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272145 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -35297400.000000 Penalty: 6226.901855
	Iteration 115Q: 3 clusters Score -3.52974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272147 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -35297400.000000 Penalty: 6226.901855
	Iteration 116Q: 3 clusters Score -3.52974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272152 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -35297408.000000 Penalty: 6226.901855
	Iteration 117Q: 3 clusters Score -3.529741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272157 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -35297408.000000 Penalty: 6226.901855
	Iteration 118Q: 3 clusters Score -3.529741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272163 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -35297428.000000 Penalty: 6226.901855
	Iteration 119Q: 3 clusters Score -3.529743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272166 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -35297416.000000 Penalty: 6226.901855
	Iteration 120F: 3 clusters Score -3.529742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272168 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -35297428.000000 Penalty: 6226.901855
	Iteration 121Q: 3 clusters Score -3.529743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272170 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -35297424.000000 Penalty: 6226.901855
	Iteration 122Q: 3 clusters Score -3.529742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272170 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -35297424.000000 Penalty: 6226.901855
	Iteration 123F: 3 clusters Score -3.529742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 9 contains 55560 members 
Mstep: Class 10 contains 272170 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19582 members 
Mstep: Class 14 contains 158645 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 138763 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 20 contains 157552 members 
Entering Unmasked Estep 
Score: -105691736.000000 Penalty: 54207.429688
Splitting cluster 10 changes total score from -105686968.000000 to -105691736.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 279 members 
Entering Unmasked Estep 
Score: -64562.515625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64562.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64743.539062 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64743.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64786.246094 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64786.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64803.726562 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64803.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64814.308594 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64814.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64815.828125 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64815.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64815.828125 Penalty: 3120.618408
	Iteration 6F: 3 clusters Score -64815.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Entering Unmasked Estep 
Score: -2482625.750000 Penalty: 2450.826904
	Iteration 0F: 2 clusters Score -2482626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2468782.000000 Penalty: 4901.653809
	Iteration 0F: 3 clusters Score -2468782 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2473419.250000 Penalty: 4901.653809
	Iteration 1F: 3 clusters Score -2473419 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2473943.250000 Penalty: 4901.653809
	Iteration 2F: 3 clusters Score -2473943 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2474454.000000 Penalty: 4901.653809
	Iteration 3F: 3 clusters Score -2474454 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2474954.750000 Penalty: 4901.653809
	Iteration 4Q: 3 clusters Score -2474955 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2475510.250000 Penalty: 4901.653809
	Iteration 5F: 3 clusters Score -2475510 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2476124.500000 Penalty: 4901.653809
	Iteration 6F: 3 clusters Score -2476124 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2476783.000000 Penalty: 4901.653809
	Iteration 7F: 3 clusters Score -2476783 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2477478.500000 Penalty: 4901.653809
	Iteration 8F: 3 clusters Score -2477478 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2478150.750000 Penalty: 4901.653809
	Iteration 9F: 3 clusters Score -2478151 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2478672.750000 Penalty: 4901.653809
	Iteration 10Q: 3 clusters Score -2478673 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2478968.750000 Penalty: 4901.653809
	Iteration 11Q: 3 clusters Score -2478969 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2479129.750000 Penalty: 4901.653809
	Iteration 12Q: 3 clusters Score -2479130 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2479225.250000 Penalty: 4901.653809
	Iteration 13Q: 3 clusters Score -2479225 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2479314.500000 Penalty: 4901.653809
	Iteration 14Q: 3 clusters Score -2479314 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2479362.500000 Penalty: 4901.653809
	Iteration 15Q: 3 clusters Score -2479362 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2479417.000000 Penalty: 4901.653809
	Iteration 16Q: 3 clusters Score -2479417 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2479454.000000 Penalty: 4901.653809
	Iteration 17Q: 3 clusters Score -2479454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2479495.750000 Penalty: 4901.653809
	Iteration 18Q: 3 clusters Score -2479496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2479516.750000 Penalty: 4901.653809
	Iteration 19Q: 3 clusters Score -2479517 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2479549.000000 Penalty: 4901.653809
	Iteration 20F: 3 clusters Score -2479549 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2479572.750000 Penalty: 4901.653809
	Iteration 21Q: 3 clusters Score -2479573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2479610.000000 Penalty: 4901.653809
	Iteration 22Q: 3 clusters Score -2479610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2479633.500000 Penalty: 4901.653809
	Iteration 23Q: 3 clusters Score -2479634 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2479654.250000 Penalty: 4901.653809
	Iteration 24Q: 3 clusters Score -2479654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2479663.250000 Penalty: 4901.653809
	Iteration 25Q: 3 clusters Score -2479663 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2479682.000000 Penalty: 4901.653809
	Iteration 26Q: 3 clusters Score -2479682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2479691.000000 Penalty: 4901.653809
	Iteration 27Q: 3 clusters Score -2479691 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2479706.250000 Penalty: 4901.653809
	Iteration 28Q: 3 clusters Score -2479706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2479728.250000 Penalty: 4901.653809
	Iteration 29Q: 3 clusters Score -2479728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2479733.000000 Penalty: 4901.653809
	Iteration 30Q: 3 clusters Score -2479733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2479746.500000 Penalty: 4901.653809
	Iteration 31Q: 3 clusters Score -2479746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2479754.750000 Penalty: 4901.653809
	Iteration 32Q: 3 clusters Score -2479755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2479770.750000 Penalty: 4901.653809
	Iteration 33Q: 3 clusters Score -2479771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2479782.500000 Penalty: 4901.653809
	Iteration 34Q: 3 clusters Score -2479782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2479797.000000 Penalty: 4901.653809
	Iteration 35Q: 3 clusters Score -2479797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2479805.750000 Penalty: 4901.653809
	Iteration 36Q: 3 clusters Score -2479806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2479834.000000 Penalty: 4901.653809
	Iteration 37Q: 3 clusters Score -2479834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2479854.750000 Penalty: 4901.653809
	Iteration 38Q: 3 clusters Score -2479855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2479861.250000 Penalty: 4901.653809
	Iteration 39Q: 3 clusters Score -2479861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2479874.750000 Penalty: 4901.653809
	Iteration 40F: 3 clusters Score -2479875 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2479886.500000 Penalty: 4901.653809
	Iteration 41Q: 3 clusters Score -2479886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2479902.000000 Penalty: 4901.653809
	Iteration 42Q: 3 clusters Score -2479902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2479912.250000 Penalty: 4901.653809
	Iteration 43Q: 3 clusters Score -2479912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2479931.750000 Penalty: 4901.653809
	Iteration 44Q: 3 clusters Score -2479932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2479955.500000 Penalty: 4901.653809
	Iteration 45Q: 3 clusters Score -2479956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2479961.750000 Penalty: 4901.653809
	Iteration 46Q: 3 clusters Score -2479962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2479974.000000 Penalty: 4901.653809
	Iteration 47Q: 3 clusters Score -2479974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2480002.500000 Penalty: 4901.653809
	Iteration 48Q: 3 clusters Score -2480002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2480013.000000 Penalty: 4901.653809
	Iteration 49Q: 3 clusters Score -2480013 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2480030.250000 Penalty: 4901.653809
	Iteration 50Q: 3 clusters Score -2480030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2480047.500000 Penalty: 4901.653809
	Iteration 51Q: 3 clusters Score -2480048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2480067.000000 Penalty: 4901.653809
	Iteration 52Q: 3 clusters Score -2480067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2480077.750000 Penalty: 4901.653809
	Iteration 53Q: 3 clusters Score -2480078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2480095.250000 Penalty: 4901.653809
	Iteration 54Q: 3 clusters Score -2480095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2480113.000000 Penalty: 4901.653809
	Iteration 55Q: 3 clusters Score -2480113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2480128.750000 Penalty: 4901.653809
	Iteration 56Q: 3 clusters Score -2480129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2480146.500000 Penalty: 4901.653809
	Iteration 57Q: 3 clusters Score -2480146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2480157.250000 Penalty: 4901.653809
	Iteration 58Q: 3 clusters Score -2480157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2480170.750000 Penalty: 4901.653809
	Iteration 59Q: 3 clusters Score -2480171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2480186.500000 Penalty: 4901.653809
	Iteration 60F: 3 clusters Score -2480186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2480216.000000 Penalty: 4901.653809
	Iteration 61Q: 3 clusters Score -2480216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2480232.750000 Penalty: 4901.653809
	Iteration 62Q: 3 clusters Score -2480233 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2480262.000000 Penalty: 4901.653809
	Iteration 63Q: 3 clusters Score -2480262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2480291.000000 Penalty: 4901.653809
	Iteration 64Q: 3 clusters Score -2480291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2480308.500000 Penalty: 4901.653809
	Iteration 65Q: 3 clusters Score -2480308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2480324.000000 Penalty: 4901.653809
	Iteration 66Q: 3 clusters Score -2480324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2480341.250000 Penalty: 4901.653809
	Iteration 67Q: 3 clusters Score -2480341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2480360.250000 Penalty: 4901.653809
	Iteration 68Q: 3 clusters Score -2480360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2480367.750000 Penalty: 4901.653809
	Iteration 69Q: 3 clusters Score -2480368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2480382.500000 Penalty: 4901.653809
	Iteration 70Q: 3 clusters Score -2480382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2480399.250000 Penalty: 4901.653809
	Iteration 71Q: 3 clusters Score -2480399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2480411.250000 Penalty: 4901.653809
	Iteration 72Q: 3 clusters Score -2480411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2480423.500000 Penalty: 4901.653809
	Iteration 73Q: 3 clusters Score -2480424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2480439.000000 Penalty: 4901.653809
	Iteration 74Q: 3 clusters Score -2480439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2480436.500000 Penalty: 4901.653809
	Iteration 75Q: 3 clusters Score -2480436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2480440.250000 Penalty: 4901.653809
	Iteration 76Q: 3 clusters Score -2480440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2480446.000000 Penalty: 4901.653809
	Iteration 77Q: 3 clusters Score -2480446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2480457.250000 Penalty: 4901.653809
	Iteration 78Q: 3 clusters Score -2480457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2480461.250000 Penalty: 4901.653809
	Iteration 79Q: 3 clusters Score -2480461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2480468.750000 Penalty: 4901.653809
	Iteration 80F: 3 clusters Score -2480469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2480480.750000 Penalty: 4901.653809
	Iteration 81Q: 3 clusters Score -2480481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2480481.500000 Penalty: 4901.653809
	Iteration 82Q: 3 clusters Score -2480482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2480478.500000 Penalty: 4901.653809
	Iteration 83Q: 3 clusters Score -2480478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2480481.000000 Penalty: 4901.653809
	Iteration 84Q: 3 clusters Score -2480481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2480482.000000 Penalty: 4901.653809
	Iteration 85Q: 3 clusters Score -2480482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2480486.750000 Penalty: 4901.653809
	Iteration 86Q: 3 clusters Score -2480487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2480491.000000 Penalty: 4901.653809
	Iteration 87Q: 3 clusters Score -2480491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2480495.000000 Penalty: 4901.653809
	Iteration 88Q: 3 clusters Score -2480495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2480495.000000 Penalty: 4901.653809
	Iteration 89Q: 3 clusters Score -2480495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2480500.250000 Penalty: 4901.653809
	Iteration 90Q: 3 clusters Score -2480500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2480502.250000 Penalty: 4901.653809
	Iteration 91Q: 3 clusters Score -2480502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2480508.500000 Penalty: 4901.653809
	Iteration 92Q: 3 clusters Score -2480508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2480522.000000 Penalty: 4901.653809
	Iteration 93Q: 3 clusters Score -2480522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2480525.750000 Penalty: 4901.653809
	Iteration 94Q: 3 clusters Score -2480526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2480536.000000 Penalty: 4901.653809
	Iteration 95Q: 3 clusters Score -2480536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2480545.750000 Penalty: 4901.653809
	Iteration 96Q: 3 clusters Score -2480546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2480554.000000 Penalty: 4901.653809
	Iteration 97Q: 3 clusters Score -2480554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2480559.500000 Penalty: 4901.653809
	Iteration 98Q: 3 clusters Score -2480560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2480556.250000 Penalty: 4901.653809
	Iteration 99Q: 3 clusters Score -2480556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2480555.250000 Penalty: 4901.653809
	Iteration 100F: 3 clusters Score -2480555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2480566.000000 Penalty: 4901.653809
	Iteration 101Q: 3 clusters Score -2480566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2480567.250000 Penalty: 4901.653809
	Iteration 102Q: 3 clusters Score -2480567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2480567.750000 Penalty: 4901.653809
	Iteration 103Q: 3 clusters Score -2480568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2480575.250000 Penalty: 4901.653809
	Iteration 104Q: 3 clusters Score -2480575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2480579.750000 Penalty: 4901.653809
	Iteration 105Q: 3 clusters Score -2480580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2480588.750000 Penalty: 4901.653809
	Iteration 106Q: 3 clusters Score -2480589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2480596.500000 Penalty: 4901.653809
	Iteration 107Q: 3 clusters Score -2480596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2480601.000000 Penalty: 4901.653809
	Iteration 108Q: 3 clusters Score -2480601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2480612.500000 Penalty: 4901.653809
	Iteration 109Q: 3 clusters Score -2480612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2480614.500000 Penalty: 4901.653809
	Iteration 110Q: 3 clusters Score -2480614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2480616.750000 Penalty: 4901.653809
	Iteration 111Q: 3 clusters Score -2480617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2480618.250000 Penalty: 4901.653809
	Iteration 112Q: 3 clusters Score -2480618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2480627.000000 Penalty: 4901.653809
	Iteration 113Q: 3 clusters Score -2480627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2480626.500000 Penalty: 4901.653809
	Iteration 114Q: 3 clusters Score -2480626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2480628.000000 Penalty: 4901.653809
	Iteration 115Q: 3 clusters Score -2480628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2480630.750000 Penalty: 4901.653809
	Iteration 116Q: 3 clusters Score -2480631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2480629.250000 Penalty: 4901.653809
	Iteration 117Q: 3 clusters Score -2480629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2480633.500000 Penalty: 4901.653809
	Iteration 118Q: 3 clusters Score -2480634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2480635.500000 Penalty: 4901.653809
	Iteration 119Q: 3 clusters Score -2480636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2480634.750000 Penalty: 4901.653809
	Iteration 120F: 3 clusters Score -2480635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2480639.000000 Penalty: 4901.653809
	Iteration 121Q: 3 clusters Score -2480639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2480642.250000 Penalty: 4901.653809
	Iteration 122Q: 3 clusters Score -2480642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2480643.750000 Penalty: 4901.653809
	Iteration 123Q: 3 clusters Score -2480644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2480644.500000 Penalty: 4901.653809
	Iteration 124Q: 3 clusters Score -2480644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2480647.750000 Penalty: 4901.653809
	Iteration 125Q: 3 clusters Score -2480648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2480651.000000 Penalty: 4901.653809
	Iteration 126Q: 3 clusters Score -2480651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2480649.500000 Penalty: 4901.653809
	Iteration 127Q: 3 clusters Score -2480650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2480649.750000 Penalty: 4901.653809
	Iteration 128Q: 3 clusters Score -2480650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2480654.000000 Penalty: 4901.653809
	Iteration 129Q: 3 clusters Score -2480654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2480652.250000 Penalty: 4901.653809
	Iteration 130Q: 3 clusters Score -2480652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2480653.750000 Penalty: 4901.653809
	Iteration 131Q: 3 clusters Score -2480654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2480651.500000 Penalty: 4901.653809
	Iteration 132Q: 3 clusters Score -2480652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2480652.750000 Penalty: 4901.653809
	Iteration 133Q: 3 clusters Score -2480653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2480654.500000 Penalty: 4901.653809
	Iteration 134Q: 3 clusters Score -2480654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2480653.750000 Penalty: 4901.653809
	Iteration 135Q: 3 clusters Score -2480654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2480653.750000 Penalty: 4901.653809
	Iteration 136F: 3 clusters Score -2480654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158645 members 
Entering Unmasked Estep 
Score: -19969848.000000 Penalty: 2969.657227
	Iteration 0F: 2 clusters Score -1.996985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -19867616.000000 Penalty: 5939.314453
	Iteration 0F: 3 clusters Score -1.986762e+07 nChanged 75829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -19911672.000000 Penalty: 5939.314453
	Iteration 1F: 3 clusters Score -1.991167e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -19912778.000000 Penalty: 5939.314453
	Iteration 2Q: 3 clusters Score -1.991278e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -19914396.000000 Penalty: 5939.314453
	Iteration 3Q: 3 clusters Score -1.99144e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -19916298.000000 Penalty: 5939.314453
	Iteration 4Q: 3 clusters Score -1.99163e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -19919948.000000 Penalty: 5939.314453
	Iteration 5Q: 3 clusters Score -1.991995e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -19926194.000000 Penalty: 5939.314453
	Iteration 6F: 3 clusters Score -1.992619e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -19935768.000000 Penalty: 5939.314453
	Iteration 7F: 3 clusters Score -1.993577e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126690 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -19947036.000000 Penalty: 5939.314453
	Iteration 8F: 3 clusters Score -1.994704e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -19956826.000000 Penalty: 5939.314453
	Iteration 9F: 3 clusters Score -1.995683e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141226 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -19962756.000000 Penalty: 5939.314453
	Iteration 10Q: 3 clusters Score -1.996276e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -19966188.000000 Penalty: 5939.314453
	Iteration 11Q: 3 clusters Score -1.996619e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146909 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -19967804.000000 Penalty: 5939.314453
	Iteration 12Q: 3 clusters Score -1.99678e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148598 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -19968768.000000 Penalty: 5939.314453
	Iteration 13Q: 3 clusters Score -1.996877e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -19969376.000000 Penalty: 5939.314453
	Iteration 14Q: 3 clusters Score -1.996938e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -19969766.000000 Penalty: 5939.314453
	Iteration 15Q: 3 clusters Score -1.996977e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151645 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -19970052.000000 Penalty: 5939.314453
	Iteration 16Q: 3 clusters Score -1.997005e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152238 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -19970238.000000 Penalty: 5939.314453
	Iteration 17Q: 3 clusters Score -1.997024e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -19970336.000000 Penalty: 5939.314453
	Iteration 18Q: 3 clusters Score -1.997034e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -19970456.000000 Penalty: 5939.314453
	Iteration 19Q: 3 clusters Score -1.997046e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -19970502.000000 Penalty: 5939.314453
	Iteration 20F: 3 clusters Score -1.99705e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153607 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -19970514.000000 Penalty: 5939.314453
	Iteration 21Q: 3 clusters Score -1.997051e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153782 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -19970478.000000 Penalty: 5939.314453
	Iteration 22Q: 3 clusters Score -1.997048e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -19970452.000000 Penalty: 5939.314453
	Iteration 23Q: 3 clusters Score -1.997045e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -19970458.000000 Penalty: 5939.314453
	Iteration 24Q: 3 clusters Score -1.997046e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -19970392.000000 Penalty: 5939.314453
	Iteration 25Q: 3 clusters Score -1.997039e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19970384.000000 Penalty: 5939.314453
	Iteration 26Q: 3 clusters Score -1.997038e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154330 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -19970364.000000 Penalty: 5939.314453
	Iteration 27Q: 3 clusters Score -1.997036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -19970338.000000 Penalty: 5939.314453
	Iteration 28Q: 3 clusters Score -1.997034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -19970358.000000 Penalty: 5939.314453
	Iteration 29Q: 3 clusters Score -1.997036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -19970364.000000 Penalty: 5939.314453
	Iteration 30Q: 3 clusters Score -1.997036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -19970340.000000 Penalty: 5939.314453
	Iteration 31Q: 3 clusters Score -1.997034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19970330.000000 Penalty: 5939.314453
	Iteration 32Q: 3 clusters Score -1.997033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -19970304.000000 Penalty: 5939.314453
	Iteration 33Q: 3 clusters Score -1.99703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -19970292.000000 Penalty: 5939.314453
	Iteration 34Q: 3 clusters Score -1.997029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154607 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -19970286.000000 Penalty: 5939.314453
	Iteration 35Q: 3 clusters Score -1.997029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -19970262.000000 Penalty: 5939.314453
	Iteration 36Q: 3 clusters Score -1.997026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -19970278.000000 Penalty: 5939.314453
	Iteration 37Q: 3 clusters Score -1.997028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -19970246.000000 Penalty: 5939.314453
	Iteration 38Q: 3 clusters Score -1.997025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -19970232.000000 Penalty: 5939.314453
	Iteration 39Q: 3 clusters Score -1.997023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -19970214.000000 Penalty: 5939.314453
	Iteration 40F: 3 clusters Score -1.997021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -19970194.000000 Penalty: 5939.314453
	Iteration 41Q: 3 clusters Score -1.997019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154702 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -19970190.000000 Penalty: 5939.314453
	Iteration 42Q: 3 clusters Score -1.997019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -19970192.000000 Penalty: 5939.314453
	Iteration 43Q: 3 clusters Score -1.997019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154724 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -19970180.000000 Penalty: 5939.314453
	Iteration 44Q: 3 clusters Score -1.997018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -19970168.000000 Penalty: 5939.314453
	Iteration 45Q: 3 clusters Score -1.997017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -19970178.000000 Penalty: 5939.314453
	Iteration 46Q: 3 clusters Score -1.997018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -19970154.000000 Penalty: 5939.314453
	Iteration 47Q: 3 clusters Score -1.997015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -19970164.000000 Penalty: 5939.314453
	Iteration 48Q: 3 clusters Score -1.997016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154780 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -19970150.000000 Penalty: 5939.314453
	Iteration 49Q: 3 clusters Score -1.997015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -19970154.000000 Penalty: 5939.314453
	Iteration 50Q: 3 clusters Score -1.997015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -19970144.000000 Penalty: 5939.314453
	Iteration 51Q: 3 clusters Score -1.997014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -19970142.000000 Penalty: 5939.314453
	Iteration 52Q: 3 clusters Score -1.997014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154807 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -19970134.000000 Penalty: 5939.314453
	Iteration 53Q: 3 clusters Score -1.997013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -19970144.000000 Penalty: 5939.314453
	Iteration 54Q: 3 clusters Score -1.997014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -19970142.000000 Penalty: 5939.314453
	Iteration 55Q: 3 clusters Score -1.997014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -19970152.000000 Penalty: 5939.314453
	Iteration 56Q: 3 clusters Score -1.997015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -19970130.000000 Penalty: 5939.314453
	Iteration 57Q: 3 clusters Score -1.997013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -19970142.000000 Penalty: 5939.314453
	Iteration 58Q: 3 clusters Score -1.997014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -19970142.000000 Penalty: 5939.314453
	Iteration 59F: 3 clusters Score -1.997014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 55560 members 
Mstep: Class 10 contains 272170 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19582 members 
Mstep: Class 14 contains 154844 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 138763 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 20 contains 157552 members 
Entering Unmasked Estep 
Score: -105691360.000000 Penalty: 57595.390625
Splitting cluster 14 changes total score from -105686968.000000 to -105691360.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -279863.562500 Penalty: 1978.536133
	Iteration 0F: 2 clusters Score -279863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -277450.500000 Penalty: 3957.072266
	Iteration 0F: 3 clusters Score -277450.5 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -284915.187500 Penalty: 3957.072266
	Iteration 1F: 3 clusters Score -284915.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -288087.406250 Penalty: 3957.072266
	Iteration 2F: 3 clusters Score -288087.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -289344.968750 Penalty: 3957.072266
	Iteration 3F: 3 clusters Score -289345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -290080.281250 Penalty: 3957.072266
	Iteration 4Q: 3 clusters Score -290080.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -290412.281250 Penalty: 3957.072266
	Iteration 5Q: 3 clusters Score -290412.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -290790.062500 Penalty: 3957.072266
	Iteration 6Q: 3 clusters Score -290790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -291008.562500 Penalty: 3957.072266
	Iteration 7Q: 3 clusters Score -291008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -291174.656250 Penalty: 3957.072266
	Iteration 8Q: 3 clusters Score -291174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -291220.406250 Penalty: 3957.072266
	Iteration 9Q: 3 clusters Score -291220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -291222.312500 Penalty: 3957.072266
	Iteration 10Q: 3 clusters Score -291222.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -291222.312500 Penalty: 3957.072266
	Iteration 11F: 3 clusters Score -291222.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 55560 members 
Mstep: Class 10 contains 272170 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 19582 members 
Mstep: Class 14 contains 154844 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 138763 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 20 contains 157552 members 
Entering Unmasked Estep 
Score: -105701352.000000 Penalty: 60983.355469
Splitting cluster 15 changes total score from -105686968.000000 to -105701352.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (138763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138763 members 
Entering Unmasked Estep 
Score: -17475020.000000 Penalty: 2936.449707
	Iteration 0F: 2 clusters Score -1.747502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -17382400.000000 Penalty: 5872.899414
	Iteration 0F: 3 clusters Score -1.73824e+07 nChanged 65849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -17421098.000000 Penalty: 5872.899414
	Iteration 1F: 3 clusters Score -1.74211e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -17423024.000000 Penalty: 5872.899414
	Iteration 2Q: 3 clusters Score -1.742302e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -17425816.000000 Penalty: 5872.899414
	Iteration 3Q: 3 clusters Score -1.742582e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -17429154.000000 Penalty: 5872.899414
	Iteration 4Q: 3 clusters Score -1.742915e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -17433582.000000 Penalty: 5872.899414
	Iteration 5F: 3 clusters Score -1.743358e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -17438748.000000 Penalty: 5872.899414
	Iteration 6F: 3 clusters Score -1.743875e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -17444822.000000 Penalty: 5872.899414
	Iteration 7F: 3 clusters Score -1.744482e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -17449988.000000 Penalty: 5872.899414
	Iteration 8F: 3 clusters Score -1.744999e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -17454180.000000 Penalty: 5872.899414
	Iteration 9F: 3 clusters Score -1.745418e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -17456278.000000 Penalty: 5872.899414
	Iteration 10Q: 3 clusters Score -1.745628e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -17457148.000000 Penalty: 5872.899414
	Iteration 11Q: 3 clusters Score -1.745715e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -17457534.000000 Penalty: 5872.899414
	Iteration 12Q: 3 clusters Score -1.745753e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -17457744.000000 Penalty: 5872.899414
	Iteration 13Q: 3 clusters Score -1.745774e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -17458066.000000 Penalty: 5872.899414
	Iteration 14Q: 3 clusters Score -1.745807e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -17458386.000000 Penalty: 5872.899414
	Iteration 15Q: 3 clusters Score -1.745839e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -17458620.000000 Penalty: 5872.899414
	Iteration 16Q: 3 clusters Score -1.745862e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -17458766.000000 Penalty: 5872.899414
	Iteration 17Q: 3 clusters Score -1.745877e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -17458890.000000 Penalty: 5872.899414
	Iteration 18Q: 3 clusters Score -1.745889e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -17459072.000000 Penalty: 5872.899414
	Iteration 19Q: 3 clusters Score -1.745907e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -17459204.000000 Penalty: 5872.899414
	Iteration 20F: 3 clusters Score -1.74592e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -17459400.000000 Penalty: 5872.899414
	Iteration 21Q: 3 clusters Score -1.74594e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -17459542.000000 Penalty: 5872.899414
	Iteration 22Q: 3 clusters Score -1.745954e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74620 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -17459622.000000 Penalty: 5872.899414
	Iteration 23Q: 3 clusters Score -1.745962e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -17459714.000000 Penalty: 5872.899414
	Iteration 24Q: 3 clusters Score -1.745971e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -17459822.000000 Penalty: 5872.899414
	Iteration 25Q: 3 clusters Score -1.745982e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -17459914.000000 Penalty: 5872.899414
	Iteration 26Q: 3 clusters Score -1.745991e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -17460054.000000 Penalty: 5872.899414
	Iteration 27Q: 3 clusters Score -1.746005e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -17460262.000000 Penalty: 5872.899414
	Iteration 28Q: 3 clusters Score -1.746026e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -17460304.000000 Penalty: 5872.899414
	Iteration 29Q: 3 clusters Score -1.74603e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -17460400.000000 Penalty: 5872.899414
	Iteration 30Q: 3 clusters Score -1.74604e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -17460450.000000 Penalty: 5872.899414
	Iteration 31Q: 3 clusters Score -1.746045e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -17460438.000000 Penalty: 5872.899414
	Iteration 32Q: 3 clusters Score -1.746044e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -17460520.000000 Penalty: 5872.899414
	Iteration 33Q: 3 clusters Score -1.746052e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -17460544.000000 Penalty: 5872.899414
	Iteration 34Q: 3 clusters Score -1.746054e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -17460600.000000 Penalty: 5872.899414
	Iteration 35Q: 3 clusters Score -1.74606e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -17460590.000000 Penalty: 5872.899414
	Iteration 36Q: 3 clusters Score -1.746059e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -17460638.000000 Penalty: 5872.899414
	Iteration 37Q: 3 clusters Score -1.746064e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -17460654.000000 Penalty: 5872.899414
	Iteration 38Q: 3 clusters Score -1.746065e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -17460660.000000 Penalty: 5872.899414
	Iteration 39Q: 3 clusters Score -1.746066e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -17460670.000000 Penalty: 5872.899414
	Iteration 40F: 3 clusters Score -1.746067e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -17460666.000000 Penalty: 5872.899414
	Iteration 41Q: 3 clusters Score -1.746067e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -17460720.000000 Penalty: 5872.899414
	Iteration 42Q: 3 clusters Score -1.746072e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -17460760.000000 Penalty: 5872.899414
	Iteration 43Q: 3 clusters Score -1.746076e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -17460778.000000 Penalty: 5872.899414
	Iteration 44Q: 3 clusters Score -1.746078e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -17460840.000000 Penalty: 5872.899414
	Iteration 45Q: 3 clusters Score -1.746084e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -17460840.000000 Penalty: 5872.899414
	Iteration 46Q: 3 clusters Score -1.746084e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -17460854.000000 Penalty: 5872.899414
	Iteration 47Q: 3 clusters Score -1.746085e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -17460914.000000 Penalty: 5872.899414
	Iteration 48Q: 3 clusters Score -1.746091e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -17461014.000000 Penalty: 5872.899414
	Iteration 49Q: 3 clusters Score -1.746101e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -17461128.000000 Penalty: 5872.899414
	Iteration 50Q: 3 clusters Score -1.746113e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -17461220.000000 Penalty: 5872.899414
	Iteration 51Q: 3 clusters Score -1.746122e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -17461244.000000 Penalty: 5872.899414
	Iteration 52Q: 3 clusters Score -1.746124e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -17461366.000000 Penalty: 5872.899414
	Iteration 53Q: 3 clusters Score -1.746137e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -17461460.000000 Penalty: 5872.899414
	Iteration 54Q: 3 clusters Score -1.746146e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -17461542.000000 Penalty: 5872.899414
	Iteration 55Q: 3 clusters Score -1.746154e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -17461644.000000 Penalty: 5872.899414
	Iteration 56Q: 3 clusters Score -1.746164e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -17461760.000000 Penalty: 5872.899414
	Iteration 57Q: 3 clusters Score -1.746176e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -17461776.000000 Penalty: 5872.899414
	Iteration 58Q: 3 clusters Score -1.746178e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -17461828.000000 Penalty: 5872.899414
	Iteration 59Q: 3 clusters Score -1.746183e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -17461910.000000 Penalty: 5872.899414
	Iteration 60F: 3 clusters Score -1.746191e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -17462048.000000 Penalty: 5872.899414
	Iteration 61Q: 3 clusters Score -1.746205e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -17462108.000000 Penalty: 5872.899414
	Iteration 62Q: 3 clusters Score -1.746211e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -17462250.000000 Penalty: 5872.899414
	Iteration 63Q: 3 clusters Score -1.746225e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -17462246.000000 Penalty: 5872.899414
	Iteration 64Q: 3 clusters Score -1.746225e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -17462432.000000 Penalty: 5872.899414
	Iteration 65Q: 3 clusters Score -1.746243e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -17462530.000000 Penalty: 5872.899414
	Iteration 66Q: 3 clusters Score -1.746253e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -17462764.000000 Penalty: 5872.899414
	Iteration 67Q: 3 clusters Score -1.746276e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -17462938.000000 Penalty: 5872.899414
	Iteration 68Q: 3 clusters Score -1.746294e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -17463060.000000 Penalty: 5872.899414
	Iteration 69Q: 3 clusters Score -1.746306e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -17463258.000000 Penalty: 5872.899414
	Iteration 70Q: 3 clusters Score -1.746326e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -17463514.000000 Penalty: 5872.899414
	Iteration 71Q: 3 clusters Score -1.746351e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -17463828.000000 Penalty: 5872.899414
	Iteration 72Q: 3 clusters Score -1.746383e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -17464084.000000 Penalty: 5872.899414
	Iteration 73Q: 3 clusters Score -1.746408e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -17464412.000000 Penalty: 5872.899414
	Iteration 74Q: 3 clusters Score -1.746441e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -17464750.000000 Penalty: 5872.899414
	Iteration 75Q: 3 clusters Score -1.746475e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -17465026.000000 Penalty: 5872.899414
	Iteration 76Q: 3 clusters Score -1.746503e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -17465420.000000 Penalty: 5872.899414
	Iteration 77Q: 3 clusters Score -1.746542e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -17465902.000000 Penalty: 5872.899414
	Iteration 78Q: 3 clusters Score -1.74659e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 108493 members 
Entering Unmasked Estep 
Score: -17466298.000000 Penalty: 5872.899414
	Iteration 79Q: 3 clusters Score -1.74663e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -17466676.000000 Penalty: 5872.899414
	Iteration 80F: 3 clusters Score -1.746668e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -17467248.000000 Penalty: 5872.899414
	Iteration 81Q: 3 clusters Score -1.746725e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -17467728.000000 Penalty: 5872.899414
	Iteration 82Q: 3 clusters Score -1.746773e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -17468116.000000 Penalty: 5872.899414
	Iteration 83Q: 3 clusters Score -1.746812e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -17468558.000000 Penalty: 5872.899414
	Iteration 84Q: 3 clusters Score -1.746856e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -17469082.000000 Penalty: 5872.899414
	Iteration 85Q: 3 clusters Score -1.746908e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -17469582.000000 Penalty: 5872.899414
	Iteration 86Q: 3 clusters Score -1.746958e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 121393 members 
Entering Unmasked Estep 
Score: -17470078.000000 Penalty: 5872.899414
	Iteration 87Q: 3 clusters Score -1.747008e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -17470514.000000 Penalty: 5872.899414
	Iteration 88Q: 3 clusters Score -1.747051e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 124032 members 
Entering Unmasked Estep 
Score: -17470904.000000 Penalty: 5872.899414
	Iteration 89Q: 3 clusters Score -1.74709e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 125157 members 
Entering Unmasked Estep 
Score: -17471262.000000 Penalty: 5872.899414
	Iteration 90Q: 3 clusters Score -1.747126e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -17471524.000000 Penalty: 5872.899414
	Iteration 91Q: 3 clusters Score -1.747152e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -17471914.000000 Penalty: 5872.899414
	Iteration 92Q: 3 clusters Score -1.747191e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -17472148.000000 Penalty: 5872.899414
	Iteration 93Q: 3 clusters Score -1.747215e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 128768 members 
Entering Unmasked Estep 
Score: -17472462.000000 Penalty: 5872.899414
	Iteration 94Q: 3 clusters Score -1.747246e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -17472660.000000 Penalty: 5872.899414
	Iteration 95Q: 3 clusters Score -1.747266e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -17472846.000000 Penalty: 5872.899414
	Iteration 96Q: 3 clusters Score -1.747285e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -17472992.000000 Penalty: 5872.899414
	Iteration 97Q: 3 clusters Score -1.747299e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -17473086.000000 Penalty: 5872.899414
	Iteration 98Q: 3 clusters Score -1.747309e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 131533 members 
Entering Unmasked Estep 
Score: -17473212.000000 Penalty: 5872.899414
	Iteration 99Q: 3 clusters Score -1.747321e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -17473266.000000 Penalty: 5872.899414
	Iteration 100F: 3 clusters Score -1.747327e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 132291 members 
Entering Unmasked Estep 
Score: -17473294.000000 Penalty: 5872.899414
	Iteration 101Q: 3 clusters Score -1.747329e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 132586 members 
Entering Unmasked Estep 
Score: -17473278.000000 Penalty: 5872.899414
	Iteration 102Q: 3 clusters Score -1.747328e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -17473334.000000 Penalty: 5872.899414
	Iteration 103Q: 3 clusters Score -1.747333e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -17473386.000000 Penalty: 5872.899414
	Iteration 104Q: 3 clusters Score -1.747339e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 133366 members 
Entering Unmasked Estep 
Score: -17473430.000000 Penalty: 5872.899414
	Iteration 105Q: 3 clusters Score -1.747343e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -17473498.000000 Penalty: 5872.899414
	Iteration 106Q: 3 clusters Score -1.74735e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 133785 members 
Entering Unmasked Estep 
Score: -17473598.000000 Penalty: 5872.899414
	Iteration 107Q: 3 clusters Score -1.74736e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 133933 members 
Entering Unmasked Estep 
Score: -17473596.000000 Penalty: 5872.899414
	Iteration 108Q: 3 clusters Score -1.74736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 134062 members 
Entering Unmasked Estep 
Score: -17473612.000000 Penalty: 5872.899414
	Iteration 109Q: 3 clusters Score -1.747361e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -17473620.000000 Penalty: 5872.899414
	Iteration 110Q: 3 clusters Score -1.747362e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -17473646.000000 Penalty: 5872.899414
	Iteration 111Q: 3 clusters Score -1.747365e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -17473670.000000 Penalty: 5872.899414
	Iteration 112Q: 3 clusters Score -1.747367e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 134461 members 
Entering Unmasked Estep 
Score: -17473642.000000 Penalty: 5872.899414
	Iteration 113Q: 3 clusters Score -1.747364e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -17473632.000000 Penalty: 5872.899414
	Iteration 114Q: 3 clusters Score -1.747363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 134603 members 
Entering Unmasked Estep 
Score: -17473646.000000 Penalty: 5872.899414
	Iteration 115Q: 3 clusters Score -1.747365e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -17473630.000000 Penalty: 5872.899414
	Iteration 116Q: 3 clusters Score -1.747363e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 134755 members 
Entering Unmasked Estep 
Score: -17473652.000000 Penalty: 5872.899414
	Iteration 117Q: 3 clusters Score -1.747365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 134836 members 
Entering Unmasked Estep 
Score: -17473694.000000 Penalty: 5872.899414
	Iteration 118Q: 3 clusters Score -1.747369e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 134911 members 
Entering Unmasked Estep 
Score: -17473694.000000 Penalty: 5872.899414
	Iteration 119Q: 3 clusters Score -1.747369e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 134972 members 
Entering Unmasked Estep 
Score: -17473726.000000 Penalty: 5872.899414
	Iteration 120F: 3 clusters Score -1.747373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -17473686.000000 Penalty: 5872.899414
	Iteration 121Q: 3 clusters Score -1.747369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 135078 members 
Entering Unmasked Estep 
Score: -17473674.000000 Penalty: 5872.899414
	Iteration 122Q: 3 clusters Score -1.747367e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -17473686.000000 Penalty: 5872.899414
	Iteration 123Q: 3 clusters Score -1.747369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 135171 members 
Entering Unmasked Estep 
Score: -17473712.000000 Penalty: 5872.899414
	Iteration 124Q: 3 clusters Score -1.747371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -17473700.000000 Penalty: 5872.899414
	Iteration 125Q: 3 clusters Score -1.74737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -17473698.000000 Penalty: 5872.899414
	Iteration 126Q: 3 clusters Score -1.74737e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -17473724.000000 Penalty: 5872.899414
	Iteration 127Q: 3 clusters Score -1.747372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 135322 members 
Entering Unmasked Estep 
Score: -17473716.000000 Penalty: 5872.899414
	Iteration 128Q: 3 clusters Score -1.747372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -17473724.000000 Penalty: 5872.899414
	Iteration 129Q: 3 clusters Score -1.747372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -17473732.000000 Penalty: 5872.899414
	Iteration 130Q: 3 clusters Score -1.747373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 135412 members 
Entering Unmasked Estep 
Score: -17473760.000000 Penalty: 5872.899414
	Iteration 131Q: 3 clusters Score -1.747376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -17473760.000000 Penalty: 5872.899414
	Iteration 132Q: 3 clusters Score -1.747376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 135449 members 
Entering Unmasked Estep 
Score: -17473776.000000 Penalty: 5872.899414
	Iteration 133Q: 3 clusters Score -1.747378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 135467 members 
Entering Unmasked Estep 
Score: -17473772.000000 Penalty: 5872.899414
	Iteration 134Q: 3 clusters Score -1.747377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 135488 members 
Entering Unmasked Estep 
Score: -17473766.000000 Penalty: 5872.899414
	Iteration 135Q: 3 clusters Score -1.747377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 135515 members 
Entering Unmasked Estep 
Score: -17473760.000000 Penalty: 5872.899414
	Iteration 136Q: 3 clusters Score -1.747376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 135544 members 
Entering Unmasked Estep 
Score: -17473786.000000 Penalty: 5872.899414
	Iteration 137Q: 3 clusters Score -1.747379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 135564 members 
Entering Unmasked Estep 
Score: -17473798.000000 Penalty: 5872.899414
	Iteration 138Q: 3 clusters Score -1.74738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -17473818.000000 Penalty: 5872.899414
	Iteration 139Q: 3 clusters Score -1.747382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 135580 members 
Entering Unmasked Estep 
Score: -17473802.000000 Penalty: 5872.899414
	Iteration 140F: 3 clusters Score -1.74738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -17473788.000000 Penalty: 5872.899414
	Iteration 141Q: 3 clusters Score -1.747379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -17473796.000000 Penalty: 5872.899414
	Iteration 142Q: 3 clusters Score -1.74738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -17473806.000000 Penalty: 5872.899414
	Iteration 143Q: 3 clusters Score -1.747381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 135608 members 
Entering Unmasked Estep 
Score: -17473800.000000 Penalty: 5872.899414
	Iteration 144Q: 3 clusters Score -1.74738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 135609 members 
Entering Unmasked Estep 
Score: -17473808.000000 Penalty: 5872.899414
	Iteration 145Q: 3 clusters Score -1.747381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -17473806.000000 Penalty: 5872.899414
	Iteration 146Q: 3 clusters Score -1.747381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -17473806.000000 Penalty: 5872.899414
	Iteration 147F: 3 clusters Score -1.747381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Entering Unmasked Estep 
Score: -3470692.000000 Penalty: 2532.357666
	Iteration 0F: 2 clusters Score -3470692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3451976.000000 Penalty: 5064.715332
	Iteration 0F: 3 clusters Score -3451976 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3458693.000000 Penalty: 5064.715332
	Iteration 1F: 3 clusters Score -3458693 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3459113.500000 Penalty: 5064.715332
	Iteration 2Q: 3 clusters Score -3459114 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3459487.250000 Penalty: 5064.715332
	Iteration 3Q: 3 clusters Score -3459487 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3459875.000000 Penalty: 5064.715332
	Iteration 4Q: 3 clusters Score -3459875 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3460354.250000 Penalty: 5064.715332
	Iteration 5Q: 3 clusters Score -3460354 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3460932.000000 Penalty: 5064.715332
	Iteration 6Q: 3 clusters Score -3460932 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3461783.250000 Penalty: 5064.715332
	Iteration 7F: 3 clusters Score -3461783 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3462882.250000 Penalty: 5064.715332
	Iteration 8F: 3 clusters Score -3462882 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3464160.500000 Penalty: 5064.715332
	Iteration 9F: 3 clusters Score -3464160 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3465393.500000 Penalty: 5064.715332
	Iteration 10F: 3 clusters Score -3465394 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3466385.000000 Penalty: 5064.715332
	Iteration 11Q: 3 clusters Score -3466385 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3467108.750000 Penalty: 5064.715332
	Iteration 12Q: 3 clusters Score -3467109 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3467541.000000 Penalty: 5064.715332
	Iteration 13Q: 3 clusters Score -3467541 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3467803.000000 Penalty: 5064.715332
	Iteration 14Q: 3 clusters Score -3467803 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3467962.750000 Penalty: 5064.715332
	Iteration 15Q: 3 clusters Score -3467963 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3468035.000000 Penalty: 5064.715332
	Iteration 16Q: 3 clusters Score -3468035 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3468102.000000 Penalty: 5064.715332
	Iteration 17Q: 3 clusters Score -3468102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3468173.750000 Penalty: 5064.715332
	Iteration 18Q: 3 clusters Score -3468174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3468224.750000 Penalty: 5064.715332
	Iteration 19Q: 3 clusters Score -3468225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3468275.500000 Penalty: 5064.715332
	Iteration 20F: 3 clusters Score -3468276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3468315.750000 Penalty: 5064.715332
	Iteration 21Q: 3 clusters Score -3468316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3468357.000000 Penalty: 5064.715332
	Iteration 22Q: 3 clusters Score -3468357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3468377.750000 Penalty: 5064.715332
	Iteration 23Q: 3 clusters Score -3468378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3468399.500000 Penalty: 5064.715332
	Iteration 24Q: 3 clusters Score -3468400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3468418.000000 Penalty: 5064.715332
	Iteration 25Q: 3 clusters Score -3468418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3468440.000000 Penalty: 5064.715332
	Iteration 26Q: 3 clusters Score -3468440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3468454.000000 Penalty: 5064.715332
	Iteration 27Q: 3 clusters Score -3468454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3468455.750000 Penalty: 5064.715332
	Iteration 28Q: 3 clusters Score -3468456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3468454.000000 Penalty: 5064.715332
	Iteration 29Q: 3 clusters Score -3468454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3468465.500000 Penalty: 5064.715332
	Iteration 30Q: 3 clusters Score -3468466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3468475.250000 Penalty: 5064.715332
	Iteration 31Q: 3 clusters Score -3468475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3468489.500000 Penalty: 5064.715332
	Iteration 32Q: 3 clusters Score -3468490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3468500.000000 Penalty: 5064.715332
	Iteration 33Q: 3 clusters Score -3468500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3468510.500000 Penalty: 5064.715332
	Iteration 34Q: 3 clusters Score -3468510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3468519.000000 Penalty: 5064.715332
	Iteration 35Q: 3 clusters Score -3468519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3468525.000000 Penalty: 5064.715332
	Iteration 36Q: 3 clusters Score -3468525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3468530.000000 Penalty: 5064.715332
	Iteration 37Q: 3 clusters Score -3468530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3468529.750000 Penalty: 5064.715332
	Iteration 38Q: 3 clusters Score -3468530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3468534.250000 Penalty: 5064.715332
	Iteration 39Q: 3 clusters Score -3468534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3468534.500000 Penalty: 5064.715332
	Iteration 40F: 3 clusters Score -3468534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3468539.750000 Penalty: 5064.715332
	Iteration 41Q: 3 clusters Score -3468540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3468537.000000 Penalty: 5064.715332
	Iteration 42Q: 3 clusters Score -3468537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3468541.500000 Penalty: 5064.715332
	Iteration 43Q: 3 clusters Score -3468542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3468541.250000 Penalty: 5064.715332
	Iteration 44Q: 3 clusters Score -3468541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3468541.250000 Penalty: 5064.715332
	Iteration 45F: 3 clusters Score -3468541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Entering Unmasked Estep 
Score: -19871506.000000 Penalty: 2967.942871
	Iteration 0F: 2 clusters Score -1.987151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -19768434.000000 Penalty: 5935.885742
	Iteration 0F: 3 clusters Score -1.976843e+07 nChanged 75615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -19812660.000000 Penalty: 5935.885742
	Iteration 1F: 3 clusters Score -1.981266e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -19813780.000000 Penalty: 5935.885742
	Iteration 2Q: 3 clusters Score -1.981378e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -19815552.000000 Penalty: 5935.885742
	Iteration 3Q: 3 clusters Score -1.981555e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 93266 members 
Entering Unmasked Estep 
Score: -19818852.000000 Penalty: 5935.885742
	Iteration 4Q: 3 clusters Score -1.981885e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -19824600.000000 Penalty: 5935.885742
	Iteration 5F: 3 clusters Score -1.98246e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -19833362.000000 Penalty: 5935.885742
	Iteration 6F: 3 clusters Score -1.983336e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -19845028.000000 Penalty: 5935.885742
	Iteration 7F: 3 clusters Score -1.984503e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -19855638.000000 Penalty: 5935.885742
	Iteration 8F: 3 clusters Score -1.985564e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 138796 members 
Entering Unmasked Estep 
Score: -19862274.000000 Penalty: 5935.885742
	Iteration 9Q: 3 clusters Score -1.986227e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -19865510.000000 Penalty: 5935.885742
	Iteration 10Q: 3 clusters Score -1.986551e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 144187 members 
Entering Unmasked Estep 
Score: -19867156.000000 Penalty: 5935.885742
	Iteration 11Q: 3 clusters Score -1.986716e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 145877 members 
Entering Unmasked Estep 
Score: -19868030.000000 Penalty: 5935.885742
	Iteration 12Q: 3 clusters Score -1.986803e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -19868508.000000 Penalty: 5935.885742
	Iteration 13Q: 3 clusters Score -1.986851e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -19868830.000000 Penalty: 5935.885742
	Iteration 14Q: 3 clusters Score -1.986883e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -19869142.000000 Penalty: 5935.885742
	Iteration 15Q: 3 clusters Score -1.986914e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -19869416.000000 Penalty: 5935.885742
	Iteration 16Q: 3 clusters Score -1.986942e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -19869626.000000 Penalty: 5935.885742
	Iteration 17Q: 3 clusters Score -1.986963e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -19869702.000000 Penalty: 5935.885742
	Iteration 18Q: 3 clusters Score -1.98697e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -19869736.000000 Penalty: 5935.885742
	Iteration 19Q: 3 clusters Score -1.986974e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 152675 members 
Entering Unmasked Estep 
Score: -19869784.000000 Penalty: 5935.885742
	Iteration 20F: 3 clusters Score -1.986978e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -19869824.000000 Penalty: 5935.885742
	Iteration 21Q: 3 clusters Score -1.986982e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 5935.885742
	Iteration 22Q: 3 clusters Score -1.986983e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -19869860.000000 Penalty: 5935.885742
	Iteration 23Q: 3 clusters Score -1.986986e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 153959 members 
Entering Unmasked Estep 
Score: -19869884.000000 Penalty: 5935.885742
	Iteration 24Q: 3 clusters Score -1.986988e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 154191 members 
Entering Unmasked Estep 
Score: -19869890.000000 Penalty: 5935.885742
	Iteration 25Q: 3 clusters Score -1.986989e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 154389 members 
Entering Unmasked Estep 
Score: -19869936.000000 Penalty: 5935.885742
	Iteration 26Q: 3 clusters Score -1.986994e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -19869918.000000 Penalty: 5935.885742
	Iteration 27Q: 3 clusters Score -1.986992e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -19869918.000000 Penalty: 5935.885742
	Iteration 28Q: 3 clusters Score -1.986992e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -19869940.000000 Penalty: 5935.885742
	Iteration 29Q: 3 clusters Score -1.986994e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -19869908.000000 Penalty: 5935.885742
	Iteration 30Q: 3 clusters Score -1.986991e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -19869916.000000 Penalty: 5935.885742
	Iteration 31Q: 3 clusters Score -1.986992e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 155070 members 
Entering Unmasked Estep 
Score: -19869868.000000 Penalty: 5935.885742
	Iteration 32Q: 3 clusters Score -1.986987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -19869882.000000 Penalty: 5935.885742
	Iteration 33Q: 3 clusters Score -1.986988e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -19869870.000000 Penalty: 5935.885742
	Iteration 34Q: 3 clusters Score -1.986987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -19869856.000000 Penalty: 5935.885742
	Iteration 35Q: 3 clusters Score -1.986986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -19869836.000000 Penalty: 5935.885742
	Iteration 36Q: 3 clusters Score -1.986984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 155290 members 
Entering Unmasked Estep 
Score: -19869812.000000 Penalty: 5935.885742
	Iteration 37Q: 3 clusters Score -1.986981e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -19869820.000000 Penalty: 5935.885742
	Iteration 38Q: 3 clusters Score -1.986982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -19869820.000000 Penalty: 5935.885742
	Iteration 39Q: 3 clusters Score -1.986982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -19869820.000000 Penalty: 5935.885742
	Iteration 40F: 3 clusters Score -1.986982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -19869818.000000 Penalty: 5935.885742
	Iteration 41Q: 3 clusters Score -1.986982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -19869836.000000 Penalty: 5935.885742
	Iteration 42Q: 3 clusters Score -1.986984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 5935.885742
	Iteration 43Q: 3 clusters Score -1.986984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 155419 members 
Entering Unmasked Estep 
Score: -19869858.000000 Penalty: 5935.885742
	Iteration 44Q: 3 clusters Score -1.986986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 155433 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 5935.885742
	Iteration 45Q: 3 clusters Score -1.986983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -19869832.000000 Penalty: 5935.885742
	Iteration 46Q: 3 clusters Score -1.986983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -19869826.000000 Penalty: 5935.885742
	Iteration 47Q: 3 clusters Score -1.986983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -19869842.000000 Penalty: 5935.885742
	Iteration 48Q: 3 clusters Score -1.986984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -19869844.000000 Penalty: 5935.885742
	Iteration 49Q: 3 clusters Score -1.986984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -19869824.000000 Penalty: 5935.885742
	Iteration 50Q: 3 clusters Score -1.986982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -19869830.000000 Penalty: 5935.885742
	Iteration 51Q: 3 clusters Score -1.986983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -19869830.000000 Penalty: 5935.885742
	Iteration 52Q: 3 clusters Score -1.986983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -19869850.000000 Penalty: 5935.885742
	Iteration 53Q: 3 clusters Score -1.986985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 155498 members 
Entering Unmasked Estep 
Score: -19869846.000000 Penalty: 5935.885742
	Iteration 54Q: 3 clusters Score -1.986985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -19869842.000000 Penalty: 5935.885742
	Iteration 55Q: 3 clusters Score -1.986984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 5935.885742
	Iteration 56Q: 3 clusters Score -1.986984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -19869846.000000 Penalty: 5935.885742
	Iteration 57Q: 3 clusters Score -1.986985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -19869842.000000 Penalty: 5935.885742
	Iteration 58Q: 3 clusters Score -1.986984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 155520 members 
Entering Unmasked Estep 
Score: -19869820.000000 Penalty: 5935.885742
	Iteration 59Q: 3 clusters Score -1.986982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 5935.885742
	Iteration 60F: 3 clusters Score -1.986983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -19869826.000000 Penalty: 5935.885742
	Iteration 61Q: 3 clusters Score -1.986983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -19869820.000000 Penalty: 5935.885742
	Iteration 62Q: 3 clusters Score -1.986982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -19869810.000000 Penalty: 5935.885742
	Iteration 63Q: 3 clusters Score -1.986981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 5935.885742
	Iteration 64Q: 3 clusters Score -1.986983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 155554 members 
Entering Unmasked Estep 
Score: -19869818.000000 Penalty: 5935.885742
	Iteration 65Q: 3 clusters Score -1.986982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 5935.885742
	Iteration 66Q: 3 clusters Score -1.986983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -19869830.000000 Penalty: 5935.885742
	Iteration 67Q: 3 clusters Score -1.986983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -19869820.000000 Penalty: 5935.885742
	Iteration 68Q: 3 clusters Score -1.986982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -19869824.000000 Penalty: 5935.885742
	Iteration 69Q: 3 clusters Score -1.986982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -19869822.000000 Penalty: 5935.885742
	Iteration 70Q: 3 clusters Score -1.986982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -19869796.000000 Penalty: 5935.885742
	Iteration 71Q: 3 clusters Score -1.98698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 155580 members 
Entering Unmasked Estep 
Score: -19869806.000000 Penalty: 5935.885742
	Iteration 72Q: 3 clusters Score -1.986981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -19869804.000000 Penalty: 5935.885742
	Iteration 73Q: 3 clusters Score -1.98698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -19869808.000000 Penalty: 5935.885742
	Iteration 74Q: 3 clusters Score -1.986981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -19869814.000000 Penalty: 5935.885742
	Iteration 75Q: 3 clusters Score -1.986981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -19869814.000000 Penalty: 5935.885742
	Iteration 76F: 3 clusters Score -1.986981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 9 contains 55560 members 
Mstep: Class 10 contains 272170 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 13 contains 19582 members 
Mstep: Class 14 contains 154844 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 138763 members 
Mstep: Class 18 contains 27204 members 
Mstep: Class 20 contains 157552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105704192.000000 Penalty: 60983.355469
Iteration 39Q: 19 clusters Score -1.057042e+08 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 1005 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 10778 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 57078 members 
Mstep: Class 10 contains 270222 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 19327 members 
Mstep: Class 14 contains 155501 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 141664 members 
Mstep: Class 18 contains 25405 members 
Mstep: Class 20 contains 156804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105706688.000000 Penalty: 60983.355469
Iteration 40F: 19 clusters Score -1.057067e+08 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3597 members 
Mstep: Class 3 contains 1003 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 11125 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 57430 members 
Mstep: Class 10 contains 267829 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 155466 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 145119 members 
Mstep: Class 18 contains 23952 members 
Mstep: Class 20 contains 156738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707048.000000 Penalty: 60983.355469
Iteration 41Q: 19 clusters Score -1.05707e+08 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 57720 members 
Mstep: Class 10 contains 264893 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 18836 members 
Mstep: Class 14 contains 155305 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 149292 members 
Mstep: Class 18 contains 22709 members 
Mstep: Class 20 contains 156660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707856.000000 Penalty: 60983.355469
Iteration 42Q: 19 clusters Score -1.057079e+08 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3648 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 11403 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 58017 members 
Mstep: Class 10 contains 261241 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 18620 members 
Mstep: Class 14 contains 154862 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 154466 members 
Mstep: Class 18 contains 21630 members 
Mstep: Class 20 contains 156446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707608.000000 Penalty: 60983.355469
Iteration 43Q: 19 clusters Score -1.057076e+08 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3657 members 
Mstep: Class 3 contains 1003 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 11486 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 58300 members 
Mstep: Class 10 contains 257126 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 18426 members 
Mstep: Class 14 contains 154272 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 160300 members 
Mstep: Class 18 contains 20746 members 
Mstep: Class 20 contains 156003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707744.000000 Penalty: 60983.355469
Iteration 44Q: 19 clusters Score -1.057077e+08 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3657 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 11524 members 
Mstep: Class 6 contains 1815 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 58558 members 
Mstep: Class 10 contains 252949 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 18276 members 
Mstep: Class 14 contains 153759 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 166136 members 
Mstep: Class 18 contains 19978 members 
Mstep: Class 20 contains 155447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707960.000000 Penalty: 60983.355469
Iteration 45Q: 19 clusters Score -1.05708e+08 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 1803 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 58737 members 
Mstep: Class 10 contains 249121 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 153539 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 171023 members 
Mstep: Class 18 contains 19369 members 
Mstep: Class 20 contains 155064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707352.000000 Penalty: 60983.355469
Iteration 46Q: 19 clusters Score -1.057074e+08 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 1870 members 
Mstep: Class 5 contains 11599 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 58848 members 
Mstep: Class 10 contains 245888 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 18077 members 
Mstep: Class 14 contains 153867 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 174131 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 20 contains 155284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707544.000000 Penalty: 60983.355469
Iteration 47Q: 19 clusters Score -1.057075e+08 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 1870 members 
Mstep: Class 5 contains 11667 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 58956 members 
Mstep: Class 10 contains 243287 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 18036 members 
Mstep: Class 14 contains 154818 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 175061 members 
Mstep: Class 18 contains 18348 members 
Mstep: Class 20 contains 156295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707792.000000 Penalty: 60983.355469
Iteration 48Q: 19 clusters Score -1.057078e+08 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 11735 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 59020 members 
Mstep: Class 10 contains 241235 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 156279 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 174069 members 
Mstep: Class 18 contains 17932 members 
Mstep: Class 20 contains 158131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105708288.000000 Penalty: 60983.355469
Iteration 49Q: 19 clusters Score -1.057083e+08 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 11830 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 59050 members 
Mstep: Class 10 contains 239507 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 158210 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 171699 members 
Mstep: Class 18 contains 17592 members 
Mstep: Class 20 contains 160428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105709000.000000 Penalty: 60983.355469
Iteration 50Q: 19 clusters Score -1.05709e+08 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 11935 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 59080 members 
Mstep: Class 10 contains 238027 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 160520 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 168558 members 
Mstep: Class 18 contains 17330 members 
Mstep: Class 20 contains 162770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105709368.000000 Penalty: 60983.355469
Iteration 51Q: 19 clusters Score -1.057094e+08 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 12056 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 59131 members 
Mstep: Class 10 contains 236591 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17918 members 
Mstep: Class 14 contains 162771 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 165425 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 20 contains 164974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105710200.000000 Penalty: 60983.355469
Iteration 52Q: 19 clusters Score -1.057102e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 12174 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 59153 members 
Mstep: Class 10 contains 235357 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 164869 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 162643 members 
Mstep: Class 18 contains 16975 members 
Mstep: Class 20 contains 166798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105710664.000000 Penalty: 60983.355469
Iteration 53Q: 19 clusters Score -1.057107e+08 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 59168 members 
Mstep: Class 10 contains 234422 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17852 members 
Mstep: Class 14 contains 166520 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 160399 members 
Mstep: Class 18 contains 16828 members 
Mstep: Class 20 contains 168151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105711624.000000 Penalty: 60983.355469
Iteration 54Q: 19 clusters Score -1.057116e+08 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 5 contains 12464 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 59211 members 
Mstep: Class 10 contains 233736 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17795 members 
Mstep: Class 14 contains 167639 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 158877 members 
Mstep: Class 18 contains 16745 members 
Mstep: Class 20 contains 169024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105711504.000000 Penalty: 60983.355469
Iteration 55Q: 19 clusters Score -1.057115e+08 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 5 contains 12610 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 59259 members 
Mstep: Class 10 contains 233363 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17720 members 
Mstep: Class 14 contains 168171 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 158104 members 
Mstep: Class 18 contains 16669 members 
Mstep: Class 20 contains 169433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105711352.000000 Penalty: 60983.355469
Iteration 56Q: 19 clusters Score -1.057114e+08 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3685 members 
Mstep: Class 3 contains 992 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 12753 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 4877 members 
Mstep: Class 9 contains 59318 members 
Mstep: Class 10 contains 233195 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17652 members 
Mstep: Class 14 contains 168200 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 158013 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 20 contains 169413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105712000.000000 Penalty: 60983.355469
Iteration 57Q: 19 clusters Score -1.05712e+08 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 991 members 
Mstep: Class 4 contains 1899 members 
Mstep: Class 5 contains 12890 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 59359 members 
Mstep: Class 10 contains 233210 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 167809 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 158450 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 20 contains 169136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105712880.000000 Penalty: 60983.355469
Iteration 58Q: 19 clusters Score -1.057129e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 13033 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 59411 members 
Mstep: Class 10 contains 233332 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17495 members 
Mstep: Class 14 contains 167182 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 159293 members 
Mstep: Class 18 contains 16567 members 
Mstep: Class 20 contains 168599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713080.000000 Penalty: 60983.355469
Iteration 59Q: 19 clusters Score -1.057131e+08 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 1881 members 
Mstep: Class 5 contains 13209 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 59441 members 
Mstep: Class 10 contains 233472 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17437 members 
Mstep: Class 14 contains 166454 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 160272 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 20 contains 167959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713560.000000 Penalty: 60983.355469
Iteration 60F: 19 clusters Score -1.057136e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 13373 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 59489 members 
Mstep: Class 10 contains 233631 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 165761 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 161185 members 
Mstep: Class 18 contains 16614 members 
Mstep: Class 20 contains 167318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713312.000000 Penalty: 60983.355469
Iteration 61Q: 19 clusters Score -1.057133e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 1876 members 
Mstep: Class 5 contains 13545 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 59502 members 
Mstep: Class 10 contains 233888 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 165151 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 161955 members 
Mstep: Class 18 contains 16655 members 
Mstep: Class 20 contains 166672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713416.000000 Penalty: 60983.355469
Iteration 62Q: 19 clusters Score -1.057134e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 13726 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 59517 members 
Mstep: Class 10 contains 234107 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17267 members 
Mstep: Class 14 contains 164674 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 162582 members 
Mstep: Class 18 contains 16686 members 
Mstep: Class 20 contains 166058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713760.000000 Penalty: 60983.355469
Iteration 63Q: 19 clusters Score -1.057138e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5299 members 
Mstep: Class 9 contains 59515 members 
Mstep: Class 10 contains 234329 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 164273 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 163013 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 20 contains 165573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714288.000000 Penalty: 60983.355469
Iteration 64Q: 19 clusters Score -1.057143e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 14124 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 59538 members 
Mstep: Class 10 contains 234493 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 163993 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 163168 members 
Mstep: Class 18 contains 16747 members 
Mstep: Class 20 contains 165237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714456.000000 Penalty: 60983.355469
Iteration 65Q: 19 clusters Score -1.057145e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 14297 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 59567 members 
Mstep: Class 10 contains 234591 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 163871 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 163106 members 
Mstep: Class 18 contains 16783 members 
Mstep: Class 20 contains 165050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714872.000000 Penalty: 60983.355469
Iteration 66Q: 19 clusters Score -1.057149e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 14486 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 59574 members 
Mstep: Class 10 contains 234651 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 14 contains 163810 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 162807 members 
Mstep: Class 18 contains 16886 members 
Mstep: Class 20 contains 164994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105715112.000000 Penalty: 60983.355469
Iteration 67Q: 19 clusters Score -1.057151e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 59577 members 
Mstep: Class 10 contains 234595 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 17092 members 
Mstep: Class 14 contains 163870 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 162412 members 
Mstep: Class 18 contains 16999 members 
Mstep: Class 20 contains 165056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714960.000000 Penalty: 60983.355469
Iteration 68Q: 19 clusters Score -1.05715e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 1853 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 59587 members 
Mstep: Class 10 contains 234482 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 17062 members 
Mstep: Class 14 contains 163981 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 161918 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 20 contains 165174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714904.000000 Penalty: 60983.355469
Iteration 69Q: 19 clusters Score -1.057149e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 1851 members 
Mstep: Class 5 contains 15087 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 59568 members 
Mstep: Class 10 contains 234272 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 17035 members 
Mstep: Class 14 contains 164137 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 161423 members 
Mstep: Class 18 contains 17264 members 
Mstep: Class 20 contains 165377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105715208.000000 Penalty: 60983.355469
Iteration 70Q: 19 clusters Score -1.057152e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 15308 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 59560 members 
Mstep: Class 10 contains 233941 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 17013 members 
Mstep: Class 14 contains 164296 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 160920 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 20 contains 165643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105715432.000000 Penalty: 60983.355469
Iteration 71Q: 19 clusters Score -1.057154e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 15512 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 59563 members 
Mstep: Class 10 contains 233555 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 14 contains 164450 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 160497 members 
Mstep: Class 18 contains 17570 members 
Mstep: Class 20 contains 165912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105715696.000000 Penalty: 60983.355469
Iteration 72Q: 19 clusters Score -1.057157e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1843 members 
Mstep: Class 5 contains 15726 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 59542 members 
Mstep: Class 10 contains 233136 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16971 members 
Mstep: Class 14 contains 164603 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 160209 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 20 contains 166121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105716216.000000 Penalty: 60983.355469
Iteration 73Q: 19 clusters Score -1.057162e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 15980 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 59512 members 
Mstep: Class 10 contains 232679 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16951 members 
Mstep: Class 14 contains 164669 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 160031 members 
Mstep: Class 18 contains 17854 members 
Mstep: Class 20 contains 166251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105716424.000000 Penalty: 60983.355469
Iteration 74Q: 19 clusters Score -1.057164e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3697 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 59500 members 
Mstep: Class 10 contains 232174 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16934 members 
Mstep: Class 14 contains 164697 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 159976 members 
Mstep: Class 18 contains 18055 members 
Mstep: Class 20 contains 166274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105716672.000000 Penalty: 60983.355469
Iteration 75Q: 19 clusters Score -1.057167e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 16535 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 59446 members 
Mstep: Class 10 contains 231717 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16904 members 
Mstep: Class 14 contains 164728 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 159949 members 
Mstep: Class 18 contains 18259 members 
Mstep: Class 20 contains 166255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105717088.000000 Penalty: 60983.355469
Iteration 76Q: 19 clusters Score -1.057171e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 16800 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 59406 members 
Mstep: Class 10 contains 231302 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16874 members 
Mstep: Class 14 contains 164715 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 159960 members 
Mstep: Class 18 contains 18474 members 
Mstep: Class 20 contains 166228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105717432.000000 Penalty: 60983.355469
Iteration 77Q: 19 clusters Score -1.057174e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1833 members 
Mstep: Class 5 contains 17019 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5797 members 
Mstep: Class 9 contains 59386 members 
Mstep: Class 10 contains 230966 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 16839 members 
Mstep: Class 14 contains 164719 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 159919 members 
Mstep: Class 18 contains 18684 members 
Mstep: Class 20 contains 166181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105717360.000000 Penalty: 60983.355469
Iteration 78Q: 19 clusters Score -1.057174e+08 nChanged 2422
Entering ConstructFrom: 
Score: -105717360.000000 Penalty: 60983.355469
Entering ConstructFrom: 
Trying to split cluster 1 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -587312.562500 Penalty: 2093.572021
	Iteration 0F: 2 clusters Score -587312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -583022.062500 Penalty: 4187.144043
	Iteration 0F: 3 clusters Score -583022.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -584060.687500 Penalty: 4187.144043
	Iteration 1F: 3 clusters Score -584060.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -584253.625000 Penalty: 4187.144043
	Iteration 2F: 3 clusters Score -584253.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -584392.250000 Penalty: 4187.144043
	Iteration 3Q: 3 clusters Score -584392.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -584512.937500 Penalty: 4187.144043
	Iteration 4Q: 3 clusters Score -584512.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -584619.625000 Penalty: 4187.144043
	Iteration 5Q: 3 clusters Score -584619.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -584708.187500 Penalty: 4187.144043
	Iteration 6Q: 3 clusters Score -584708.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -584778.062500 Penalty: 4187.144043
	Iteration 7Q: 3 clusters Score -584778.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -584854.375000 Penalty: 4187.144043
	Iteration 8Q: 3 clusters Score -584854.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -584934.812500 Penalty: 4187.144043
	Iteration 9Q: 3 clusters Score -584934.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -585018.937500 Penalty: 4187.144043
	Iteration 10Q: 3 clusters Score -585018.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -585111.875000 Penalty: 4187.144043
	Iteration 11Q: 3 clusters Score -585111.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -585207.625000 Penalty: 4187.144043
	Iteration 12Q: 3 clusters Score -585207.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -585300.500000 Penalty: 4187.144043
	Iteration 13Q: 3 clusters Score -585300.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -585385.187500 Penalty: 4187.144043
	Iteration 14Q: 3 clusters Score -585385.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -585454.125000 Penalty: 4187.144043
	Iteration 15Q: 3 clusters Score -585454.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -585507.312500 Penalty: 4187.144043
	Iteration 16Q: 3 clusters Score -585507.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -585558.875000 Penalty: 4187.144043
	Iteration 17Q: 3 clusters Score -585558.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -585608.250000 Penalty: 4187.144043
	Iteration 18Q: 3 clusters Score -585608.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -585642.750000 Penalty: 4187.144043
	Iteration 19Q: 3 clusters Score -585642.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -585677.437500 Penalty: 4187.144043
	Iteration 20F: 3 clusters Score -585677.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -585702.375000 Penalty: 4187.144043
	Iteration 21Q: 3 clusters Score -585702.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -585723.187500 Penalty: 4187.144043
	Iteration 22Q: 3 clusters Score -585723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -585737.312500 Penalty: 4187.144043
	Iteration 23Q: 3 clusters Score -585737.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -585749.000000 Penalty: 4187.144043
	Iteration 24Q: 3 clusters Score -585749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -585756.000000 Penalty: 4187.144043
	Iteration 25Q: 3 clusters Score -585756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -585762.312500 Penalty: 4187.144043
	Iteration 26Q: 3 clusters Score -585762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -585768.437500 Penalty: 4187.144043
	Iteration 27Q: 3 clusters Score -585768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -585775.750000 Penalty: 4187.144043
	Iteration 28Q: 3 clusters Score -585775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -585782.125000 Penalty: 4187.144043
	Iteration 29Q: 3 clusters Score -585782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -585786.687500 Penalty: 4187.144043
	Iteration 30Q: 3 clusters Score -585786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -585788.312500 Penalty: 4187.144043
	Iteration 31Q: 3 clusters Score -585788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -585791.125000 Penalty: 4187.144043
	Iteration 32Q: 3 clusters Score -585791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -585791.250000 Penalty: 4187.144043
	Iteration 33Q: 3 clusters Score -585791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -585793.812500 Penalty: 4187.144043
	Iteration 34Q: 3 clusters Score -585793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -585793.750000 Penalty: 4187.144043
	Iteration 35Q: 3 clusters Score -585793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -585794.125000 Penalty: 4187.144043
	Iteration 36Q: 3 clusters Score -585794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -585795.437500 Penalty: 4187.144043
	Iteration 37Q: 3 clusters Score -585795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -585796.125000 Penalty: 4187.144043
	Iteration 38Q: 3 clusters Score -585796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -585796.125000 Penalty: 4187.144043
	Iteration 39F: 3 clusters Score -585796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -437459.593750 Penalty: 2037.254517
	Iteration 0F: 2 clusters Score -437459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -433722.593750 Penalty: 4074.509033
	Iteration 0F: 3 clusters Score -433722.6 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -434486.031250 Penalty: 4074.509033
	Iteration 1F: 3 clusters Score -434486 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -434708.593750 Penalty: 4074.509033
	Iteration 2F: 3 clusters Score -434708.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -434870.156250 Penalty: 4074.509033
	Iteration 3F: 3 clusters Score -434870.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -434990.718750 Penalty: 4074.509033
	Iteration 4Q: 3 clusters Score -434990.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -435087.312500 Penalty: 4074.509033
	Iteration 5Q: 3 clusters Score -435087.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -435182.812500 Penalty: 4074.509033
	Iteration 6Q: 3 clusters Score -435182.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -435265.312500 Penalty: 4074.509033
	Iteration 7Q: 3 clusters Score -435265.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -435355.562500 Penalty: 4074.509033
	Iteration 8Q: 3 clusters Score -435355.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -435437.625000 Penalty: 4074.509033
	Iteration 9Q: 3 clusters Score -435437.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -435515.687500 Penalty: 4074.509033
	Iteration 10Q: 3 clusters Score -435515.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -435573.937500 Penalty: 4074.509033
	Iteration 11Q: 3 clusters Score -435573.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -435619.468750 Penalty: 4074.509033
	Iteration 12Q: 3 clusters Score -435619.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -435647.562500 Penalty: 4074.509033
	Iteration 13Q: 3 clusters Score -435647.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -435672.468750 Penalty: 4074.509033
	Iteration 14Q: 3 clusters Score -435672.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -435699.812500 Penalty: 4074.509033
	Iteration 15Q: 3 clusters Score -435699.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -435732.343750 Penalty: 4074.509033
	Iteration 16Q: 3 clusters Score -435732.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -435773.500000 Penalty: 4074.509033
	Iteration 17Q: 3 clusters Score -435773.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -435802.656250 Penalty: 4074.509033
	Iteration 18Q: 3 clusters Score -435802.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -435825.937500 Penalty: 4074.509033
	Iteration 19Q: 3 clusters Score -435825.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -435849.343750 Penalty: 4074.509033
	Iteration 20F: 3 clusters Score -435849.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -435872.843750 Penalty: 4074.509033
	Iteration 21Q: 3 clusters Score -435872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -435887.593750 Penalty: 4074.509033
	Iteration 22Q: 3 clusters Score -435887.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -435899.093750 Penalty: 4074.509033
	Iteration 23Q: 3 clusters Score -435899.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -435907.031250 Penalty: 4074.509033
	Iteration 24Q: 3 clusters Score -435907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -435914.875000 Penalty: 4074.509033
	Iteration 25Q: 3 clusters Score -435914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -435925.968750 Penalty: 4074.509033
	Iteration 26Q: 3 clusters Score -435926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -435939.000000 Penalty: 4074.509033
	Iteration 27Q: 3 clusters Score -435939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -435948.187500 Penalty: 4074.509033
	Iteration 28Q: 3 clusters Score -435948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -435956.625000 Penalty: 4074.509033
	Iteration 29Q: 3 clusters Score -435956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -435962.562500 Penalty: 4074.509033
	Iteration 30Q: 3 clusters Score -435962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -435969.656250 Penalty: 4074.509033
	Iteration 31Q: 3 clusters Score -435969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -435973.593750 Penalty: 4074.509033
	Iteration 32Q: 3 clusters Score -435973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -435981.812500 Penalty: 4074.509033
	Iteration 33Q: 3 clusters Score -435981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -435991.656250 Penalty: 4074.509033
	Iteration 34Q: 3 clusters Score -435991.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -436001.187500 Penalty: 4074.509033
	Iteration 35Q: 3 clusters Score -436001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -436011.000000 Penalty: 4074.509033
	Iteration 36Q: 3 clusters Score -436011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -436013.718750 Penalty: 4074.509033
	Iteration 37Q: 3 clusters Score -436013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -436017.250000 Penalty: 4074.509033
	Iteration 38Q: 3 clusters Score -436017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -436023.156250 Penalty: 4074.509033
	Iteration 39Q: 3 clusters Score -436023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -436027.500000 Penalty: 4074.509033
	Iteration 40F: 3 clusters Score -436027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -436029.875000 Penalty: 4074.509033
	Iteration 41Q: 3 clusters Score -436029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -436030.937500 Penalty: 4074.509033
	Iteration 42Q: 3 clusters Score -436030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -436030.312500 Penalty: 4074.509033
	Iteration 43Q: 3 clusters Score -436030.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -436030.312500 Penalty: 4074.509033
	Iteration 44F: 3 clusters Score -436030.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -112256.343750 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -112256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110397.625000 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -110397.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110831.281250 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -110831.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111052.015625 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -111052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111249.898438 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -111249.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111370.492188 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -111370.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111486.070312 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -111486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111533.546875 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -111533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111572.351562 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -111572.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111596.343750 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -111596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111608.765625 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -111608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111622.070312 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -111622.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111635.367188 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -111635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111650.750000 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -111650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111662.296875 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -111662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111663.562500 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -111663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -111664.695312 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -111664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -111664.695312 Penalty: 3407.546387
	Iteration 16F: 3 clusters Score -111664.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -226342.750000 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -226342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223862.078125 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -223862.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -224320.531250 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -224320.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -224411.187500 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -224411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -224449.140625 Penalty: 3725.173340
	Iteration 3Q: 3 clusters Score -224449.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224477.906250 Penalty: 3725.173340
	Iteration 4Q: 3 clusters Score -224477.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -224494.796875 Penalty: 3725.173340
	Iteration 5Q: 3 clusters Score -224494.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -224506.093750 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -224506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224509.328125 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -224509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224513.218750 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -224513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -224514.140625 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -224514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -224515.765625 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -224515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -224518.015625 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -224518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224519.468750 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -224519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224520.984375 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -224521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224521.921875 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -224521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -224522.484375 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -224522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -224522.484375 Penalty: 3725.173340
	Iteration 16F: 3 clusters Score -224522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Entering Unmasked Estep 
Score: -2173842.000000 Penalty: 2419.625000
	Iteration 0F: 2 clusters Score -2173842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2161483.000000 Penalty: 4839.250000
	Iteration 0F: 3 clusters Score -2161483 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2165666.500000 Penalty: 4839.250000
	Iteration 1F: 3 clusters Score -2165666 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2166020.250000 Penalty: 4839.250000
	Iteration 2F: 3 clusters Score -2166020 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2166306.750000 Penalty: 4839.250000
	Iteration 3Q: 3 clusters Score -2166307 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2166571.750000 Penalty: 4839.250000
	Iteration 4Q: 3 clusters Score -2166572 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2166860.000000 Penalty: 4839.250000
	Iteration 5Q: 3 clusters Score -2166860 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2167228.250000 Penalty: 4839.250000
	Iteration 6Q: 3 clusters Score -2167228 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2167705.500000 Penalty: 4839.250000
	Iteration 7Q: 3 clusters Score -2167706 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2168362.250000 Penalty: 4839.250000
	Iteration 8F: 3 clusters Score -2168362 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2169214.500000 Penalty: 4839.250000
	Iteration 9F: 3 clusters Score -2169214 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2170090.250000 Penalty: 4839.250000
	Iteration 10F: 3 clusters Score -2170090 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2170761.000000 Penalty: 4839.250000
	Iteration 11Q: 3 clusters Score -2170761 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2171172.750000 Penalty: 4839.250000
	Iteration 12Q: 3 clusters Score -2171173 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2171393.000000 Penalty: 4839.250000
	Iteration 13Q: 3 clusters Score -2171393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2171487.250000 Penalty: 4839.250000
	Iteration 14Q: 3 clusters Score -2171487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2171540.250000 Penalty: 4839.250000
	Iteration 15Q: 3 clusters Score -2171540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2171586.750000 Penalty: 4839.250000
	Iteration 16Q: 3 clusters Score -2171587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2171623.750000 Penalty: 4839.250000
	Iteration 17Q: 3 clusters Score -2171624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2171651.750000 Penalty: 4839.250000
	Iteration 18Q: 3 clusters Score -2171652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2171679.500000 Penalty: 4839.250000
	Iteration 19Q: 3 clusters Score -2171680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2171694.250000 Penalty: 4839.250000
	Iteration 20F: 3 clusters Score -2171694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2171704.000000 Penalty: 4839.250000
	Iteration 21Q: 3 clusters Score -2171704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2171711.000000 Penalty: 4839.250000
	Iteration 22Q: 3 clusters Score -2171711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2171717.750000 Penalty: 4839.250000
	Iteration 23Q: 3 clusters Score -2171718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2171734.250000 Penalty: 4839.250000
	Iteration 24Q: 3 clusters Score -2171734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2171739.750000 Penalty: 4839.250000
	Iteration 25Q: 3 clusters Score -2171740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2171740.250000 Penalty: 4839.250000
	Iteration 26Q: 3 clusters Score -2171740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2171744.250000 Penalty: 4839.250000
	Iteration 27Q: 3 clusters Score -2171744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2171746.250000 Penalty: 4839.250000
	Iteration 28Q: 3 clusters Score -2171746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2171748.000000 Penalty: 4839.250000
	Iteration 29Q: 3 clusters Score -2171748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2171751.750000 Penalty: 4839.250000
	Iteration 30Q: 3 clusters Score -2171752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2171754.750000 Penalty: 4839.250000
	Iteration 31Q: 3 clusters Score -2171755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2171757.250000 Penalty: 4839.250000
	Iteration 32Q: 3 clusters Score -2171757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2171757.250000 Penalty: 4839.250000
	Iteration 33F: 3 clusters Score -2171757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -193638.250000 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -193638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191327.343750 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -191327.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -192101.484375 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -192101.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -192724.187500 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -192724.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -193179.421875 Penalty: 3684.453369
	Iteration 3F: 3 clusters Score -193179.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -193437.156250 Penalty: 3684.453369
	Iteration 4F: 3 clusters Score -193437.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -193535.656250 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -193535.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -193568.796875 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -193568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -193579.500000 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -193579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -193587.406250 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -193587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -193593.171875 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -193593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -193599.968750 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -193600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -193603.828125 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -193603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -193605.656250 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -193605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -193606.968750 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -193607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -193608.093750 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -193608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -193608.640625 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -193608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -193608.640625 Penalty: 3684.453369
	Iteration 16F: 3 clusters Score -193608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -145021.906250 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -145021.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142910.078125 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -142910.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143215.109375 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -143215.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143302.531250 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -143302.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143348.281250 Penalty: 3521.613525
	Iteration 3Q: 3 clusters Score -143348.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143374.578125 Penalty: 3521.613525
	Iteration 4Q: 3 clusters Score -143374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143386.656250 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -143386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143392.765625 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -143392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143399.546875 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -143399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143402.984375 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -143403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143407.843750 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -143407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143409.062500 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -143409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143409.843750 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -143409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143409.843750 Penalty: 3521.613525
	Iteration 12F: 3 clusters Score -143409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -734960.062500 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -734960.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -729914.625000 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -729914.6 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -731221.937500 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -731221.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -731503.375000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -731503.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -731696.875000 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -731696.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -731871.562500 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -731871.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -732016.875000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -732016.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -732149.687500 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -732149.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -732247.187500 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -732247.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -732351.375000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -732351.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -732462.812500 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -732462.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -732571.312500 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -732571.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -732670.625000 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -732670.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -732776.125000 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -732776.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -732873.062500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -732873.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -732973.000000 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -732973 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -733067.750000 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -733067.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -733154.812500 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -733154.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -733215.062500 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -733215.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -733255.437500 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -733255.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -733283.500000 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -733283.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -733299.250000 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -733299.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -733309.937500 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -733309.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -733319.687500 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -733319.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -733325.125000 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -733325.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -733328.375000 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -733328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -733333.500000 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -733333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -733338.750000 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -733338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -733341.812500 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -733341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -733345.437500 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -733345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -733345.562500 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -733345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -733346.062500 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -733346.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -733349.750000 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -733349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -733354.250000 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -733354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -733358.312500 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -733358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -733360.937500 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -733360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -733361.437500 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -733361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -733364.750000 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -733364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -733365.500000 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -733365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -733366.625000 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -733366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -733367.750000 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -733367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -733370.125000 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -733370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -733371.062500 Penalty: 4299.851562
	Iteration 41Q: 3 clusters Score -733371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -733373.437500 Penalty: 4299.851562
	Iteration 42Q: 3 clusters Score -733373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -733372.750000 Penalty: 4299.851562
	Iteration 43Q: 3 clusters Score -733372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -733375.000000 Penalty: 4299.851562
	Iteration 44Q: 3 clusters Score -733375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -733374.562500 Penalty: 4299.851562
	Iteration 45Q: 3 clusters Score -733374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -733374.562500 Penalty: 4299.851562
	Iteration 46Q: 3 clusters Score -733374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -733375.187500 Penalty: 4299.851562
	Iteration 47Q: 3 clusters Score -733375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -733375.562500 Penalty: 4299.851562
	Iteration 48Q: 3 clusters Score -733375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -733376.375000 Penalty: 4299.851562
	Iteration 49Q: 3 clusters Score -733376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -733376.812500 Penalty: 4299.851562
	Iteration 50Q: 3 clusters Score -733376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -733377.750000 Penalty: 4299.851562
	Iteration 51Q: 3 clusters Score -733377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -733378.062500 Penalty: 4299.851562
	Iteration 52Q: 3 clusters Score -733378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -733378.062500 Penalty: 4299.851562
	Iteration 53F: 3 clusters Score -733378.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Entering Unmasked Estep 
Score: -7204656.000000 Penalty: 2725.794189
	Iteration 0F: 2 clusters Score -7204656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -7164834.000000 Penalty: 5451.588379
	Iteration 0F: 3 clusters Score -7164834 nChanged 27688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -7180098.500000 Penalty: 5451.588379
	Iteration 1F: 3 clusters Score -7180098 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -7180649.000000 Penalty: 5451.588379
	Iteration 2Q: 3 clusters Score -7180649 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -7181178.500000 Penalty: 5451.588379
	Iteration 3Q: 3 clusters Score -7181178 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -7181939.000000 Penalty: 5451.588379
	Iteration 4Q: 3 clusters Score -7181939 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7183398.500000 Penalty: 5451.588379
	Iteration 5Q: 3 clusters Score -7183398 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -7185910.500000 Penalty: 5451.588379
	Iteration 6F: 3 clusters Score -7185910 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -7189829.500000 Penalty: 5451.588379
	Iteration 7F: 3 clusters Score -7189830 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -7194565.000000 Penalty: 5451.588379
	Iteration 8F: 3 clusters Score -7194565 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -7198683.500000 Penalty: 5451.588379
	Iteration 9F: 3 clusters Score -7198684 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -7200988.500000 Penalty: 5451.588379
	Iteration 10Q: 3 clusters Score -7200988 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -7201812.500000 Penalty: 5451.588379
	Iteration 11Q: 3 clusters Score -7201812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -7202056.500000 Penalty: 5451.588379
	Iteration 12Q: 3 clusters Score -7202056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -7202166.500000 Penalty: 5451.588379
	Iteration 13Q: 3 clusters Score -7202166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -7202192.500000 Penalty: 5451.588379
	Iteration 14Q: 3 clusters Score -7202192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -7202216.500000 Penalty: 5451.588379
	Iteration 15Q: 3 clusters Score -7202216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -7202224.000000 Penalty: 5451.588379
	Iteration 16Q: 3 clusters Score -7202224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -7202237.000000 Penalty: 5451.588379
	Iteration 17Q: 3 clusters Score -7202237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7202236.000000 Penalty: 5451.588379
	Iteration 18Q: 3 clusters Score -7202236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -7202239.500000 Penalty: 5451.588379
	Iteration 19Q: 3 clusters Score -7202240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7202240.500000 Penalty: 5451.588379
	Iteration 20F: 3 clusters Score -7202240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7202240.500000 Penalty: 5451.588379
	Iteration 21Q: 3 clusters Score -7202240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -7202241.500000 Penalty: 5451.588379
	Iteration 22Q: 3 clusters Score -7202242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -7202241.500000 Penalty: 5451.588379
	Iteration 23F: 3 clusters Score -7202242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (230618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230618 members 
Entering Unmasked Estep 
Score: -28829260.000000 Penalty: 3062.432617
	Iteration 0F: 2 clusters Score -2.882926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114982 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -28689200.000000 Penalty: 6124.865234
	Iteration 0F: 3 clusters Score -2.86892e+07 nChanged 111499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -28755120.000000 Penalty: 6124.865234
	Iteration 1F: 3 clusters Score -2.875512e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -28756628.000000 Penalty: 6124.865234
	Iteration 2Q: 3 clusters Score -2.875663e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 133820 members 
Entering Unmasked Estep 
Score: -28759338.000000 Penalty: 6124.865234
	Iteration 3Q: 3 clusters Score -2.875934e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -28764172.000000 Penalty: 6124.865234
	Iteration 4Q: 3 clusters Score -2.876417e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -28773090.000000 Penalty: 6124.865234
	Iteration 5F: 3 clusters Score -2.877309e+07 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 176098 members 
Entering Unmasked Estep 
Score: -28785856.000000 Penalty: 6124.865234
	Iteration 6F: 3 clusters Score -2.878586e+07 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 193813 members 
Entering Unmasked Estep 
Score: -28798808.000000 Penalty: 6124.865234
	Iteration 7F: 3 clusters Score -2.879881e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 207060 members 
Entering Unmasked Estep 
Score: -28808682.000000 Penalty: 6124.865234
	Iteration 8F: 3 clusters Score -2.880868e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 215106 members 
Entering Unmasked Estep 
Score: -28814368.000000 Penalty: 6124.865234
	Iteration 9Q: 3 clusters Score -2.881437e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 219820 members 
Entering Unmasked Estep 
Score: -28818176.000000 Penalty: 6124.865234
	Iteration 10Q: 3 clusters Score -2.881818e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 222698 members 
Entering Unmasked Estep 
Score: -28820372.000000 Penalty: 6124.865234
	Iteration 11Q: 3 clusters Score -2.882037e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 224721 members 
Entering Unmasked Estep 
Score: -28821974.000000 Penalty: 6124.865234
	Iteration 12Q: 3 clusters Score -2.882197e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 226191 members 
Entering Unmasked Estep 
Score: -28823076.000000 Penalty: 6124.865234
	Iteration 13Q: 3 clusters Score -2.882308e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 227288 members 
Entering Unmasked Estep 
Score: -28823940.000000 Penalty: 6124.865234
	Iteration 14Q: 3 clusters Score -2.882394e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 228059 members 
Entering Unmasked Estep 
Score: -28824664.000000 Penalty: 6124.865234
	Iteration 15Q: 3 clusters Score -2.882466e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 228610 members 
Entering Unmasked Estep 
Score: -28825154.000000 Penalty: 6124.865234
	Iteration 16Q: 3 clusters Score -2.882515e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 228976 members 
Entering Unmasked Estep 
Score: -28825512.000000 Penalty: 6124.865234
	Iteration 17Q: 3 clusters Score -2.882551e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 229230 members 
Entering Unmasked Estep 
Score: -28825764.000000 Penalty: 6124.865234
	Iteration 18Q: 3 clusters Score -2.882576e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 229392 members 
Entering Unmasked Estep 
Score: -28825880.000000 Penalty: 6124.865234
	Iteration 19Q: 3 clusters Score -2.882588e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 229505 members 
Entering Unmasked Estep 
Score: -28825992.000000 Penalty: 6124.865234
	Iteration 20F: 3 clusters Score -2.882599e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 229586 members 
Entering Unmasked Estep 
Score: -28826050.000000 Penalty: 6124.865234
	Iteration 21Q: 3 clusters Score -2.882605e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 229641 members 
Entering Unmasked Estep 
Score: -28826140.000000 Penalty: 6124.865234
	Iteration 22Q: 3 clusters Score -2.882614e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 229686 members 
Entering Unmasked Estep 
Score: -28826184.000000 Penalty: 6124.865234
	Iteration 23Q: 3 clusters Score -2.882618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 229712 members 
Entering Unmasked Estep 
Score: -28826184.000000 Penalty: 6124.865234
	Iteration 24Q: 3 clusters Score -2.882618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 229738 members 
Entering Unmasked Estep 
Score: -28826220.000000 Penalty: 6124.865234
	Iteration 25Q: 3 clusters Score -2.882622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 229764 members 
Entering Unmasked Estep 
Score: -28826272.000000 Penalty: 6124.865234
	Iteration 26Q: 3 clusters Score -2.882627e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 229792 members 
Entering Unmasked Estep 
Score: -28826322.000000 Penalty: 6124.865234
	Iteration 27Q: 3 clusters Score -2.882632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 229811 members 
Entering Unmasked Estep 
Score: -28826340.000000 Penalty: 6124.865234
	Iteration 28Q: 3 clusters Score -2.882634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 229831 members 
Entering Unmasked Estep 
Score: -28826326.000000 Penalty: 6124.865234
	Iteration 29Q: 3 clusters Score -2.882633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 229849 members 
Entering Unmasked Estep 
Score: -28826340.000000 Penalty: 6124.865234
	Iteration 30Q: 3 clusters Score -2.882634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 229859 members 
Entering Unmasked Estep 
Score: -28826370.000000 Penalty: 6124.865234
	Iteration 31Q: 3 clusters Score -2.882637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 229874 members 
Entering Unmasked Estep 
Score: -28826364.000000 Penalty: 6124.865234
	Iteration 32Q: 3 clusters Score -2.882636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 229880 members 
Entering Unmasked Estep 
Score: -28826392.000000 Penalty: 6124.865234
	Iteration 33Q: 3 clusters Score -2.882639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 229886 members 
Entering Unmasked Estep 
Score: -28826404.000000 Penalty: 6124.865234
	Iteration 34Q: 3 clusters Score -2.88264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 229888 members 
Entering Unmasked Estep 
Score: -28826414.000000 Penalty: 6124.865234
	Iteration 35Q: 3 clusters Score -2.882641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 229890 members 
Entering Unmasked Estep 
Score: -28826396.000000 Penalty: 6124.865234
	Iteration 36Q: 3 clusters Score -2.88264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 229894 members 
Entering Unmasked Estep 
Score: -28826420.000000 Penalty: 6124.865234
	Iteration 37Q: 3 clusters Score -2.882642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 229897 members 
Entering Unmasked Estep 
Score: -28826424.000000 Penalty: 6124.865234
	Iteration 38Q: 3 clusters Score -2.882642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 229898 members 
Entering Unmasked Estep 
Score: -28826418.000000 Penalty: 6124.865234
	Iteration 39Q: 3 clusters Score -2.882642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 229900 members 
Entering Unmasked Estep 
Score: -28826420.000000 Penalty: 6124.865234
	Iteration 40F: 3 clusters Score -2.882642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -28826400.000000 Penalty: 6124.865234
	Iteration 41Q: 3 clusters Score -2.88264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -28826406.000000 Penalty: 6124.865234
	Iteration 42Q: 3 clusters Score -2.882641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -28826412.000000 Penalty: 6124.865234
	Iteration 43Q: 3 clusters Score -2.882641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -28826412.000000 Penalty: 6124.865234
	Iteration 44F: 3 clusters Score -2.882641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 284 members 
Entering Unmasked Estep 
Score: -64565.964844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64565.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64719.281250 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64719.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64760.000000 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64786.570312 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64786.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64793.761719 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64793.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64801.062500 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64801.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64807.390625 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64807.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64809.046875 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64809.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64809.046875 Penalty: 3120.618408
	Iteration 8F: 3 clusters Score -64809.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -238937.015625 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -238937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -236380.718750 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -236380.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -239060.906250 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -239060.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -240737.500000 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -240737.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241785.703125 Penalty: 3840.015869
	Iteration 3F: 3 clusters Score -241785.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -243312.921875 Penalty: 3840.015869
	Iteration 4F: 3 clusters Score -243312.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -243811.078125 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -243811.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -244284.343750 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -244284.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -244504.484375 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -244504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -244614.156250 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -244614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -244628.093750 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -244628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -244635.281250 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -244635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -244638.031250 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -244638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -244641.562500 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -244641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -244643.281250 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -244643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -244655.375000 Penalty: 3840.015869
	Iteration 14F: 3 clusters Score -244655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -244676.734375 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -244676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -244684.093750 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -244684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244685.515625 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -244685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244685.515625 Penalty: 3840.015869
	Iteration 18F: 3 clusters Score -244685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 1827 members 
Mstep: Class 5 contains 17267 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 59344 members 
Mstep: Class 10 contains 230618 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 16797 members 
Mstep: Class 14 contains 164676 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 159922 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 18901 members 
Mstep: Class 20 contains 166141 members 
Entering Unmasked Estep 
Score: -105721880.000000 Penalty: 64371.320312
Splitting cluster 12 changes total score from -105717360.000000 to -105721880.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (16797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Entering Unmasked Estep 
Score: -2130365.000000 Penalty: 2412.781006
	Iteration 0F: 2 clusters Score -2130365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2118363.750000 Penalty: 4825.562012
	Iteration 0F: 3 clusters Score -2118364 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2122087.000000 Penalty: 4825.562012
	Iteration 1F: 3 clusters Score -2122087 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2122421.250000 Penalty: 4825.562012
	Iteration 2F: 3 clusters Score -2122421 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2122722.000000 Penalty: 4825.562012
	Iteration 3Q: 3 clusters Score -2122722 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2123017.000000 Penalty: 4825.562012
	Iteration 4Q: 3 clusters Score -2123017 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2123330.250000 Penalty: 4825.562012
	Iteration 5Q: 3 clusters Score -2123330 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2123681.250000 Penalty: 4825.562012
	Iteration 6Q: 3 clusters Score -2123681 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2124081.250000 Penalty: 4825.562012
	Iteration 7Q: 3 clusters Score -2124081 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2124533.250000 Penalty: 4825.562012
	Iteration 8Q: 3 clusters Score -2124533 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2125080.250000 Penalty: 4825.562012
	Iteration 9F: 3 clusters Score -2125080 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2125685.250000 Penalty: 4825.562012
	Iteration 10F: 3 clusters Score -2125685 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2126256.750000 Penalty: 4825.562012
	Iteration 11Q: 3 clusters Score -2126257 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2126701.500000 Penalty: 4825.562012
	Iteration 12Q: 3 clusters Score -2126702 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2126992.750000 Penalty: 4825.562012
	Iteration 13Q: 3 clusters Score -2126993 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2127139.500000 Penalty: 4825.562012
	Iteration 14Q: 3 clusters Score -2127140 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2127231.750000 Penalty: 4825.562012
	Iteration 15Q: 3 clusters Score -2127232 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2127305.750000 Penalty: 4825.562012
	Iteration 16Q: 3 clusters Score -2127306 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2127354.250000 Penalty: 4825.562012
	Iteration 17Q: 3 clusters Score -2127354 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2127392.750000 Penalty: 4825.562012
	Iteration 18Q: 3 clusters Score -2127393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2127427.250000 Penalty: 4825.562012
	Iteration 19Q: 3 clusters Score -2127427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2127457.250000 Penalty: 4825.562012
	Iteration 20F: 3 clusters Score -2127457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2127474.000000 Penalty: 4825.562012
	Iteration 21Q: 3 clusters Score -2127474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2127501.000000 Penalty: 4825.562012
	Iteration 22Q: 3 clusters Score -2127501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2127523.750000 Penalty: 4825.562012
	Iteration 23Q: 3 clusters Score -2127524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2127549.750000 Penalty: 4825.562012
	Iteration 24Q: 3 clusters Score -2127550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2127578.500000 Penalty: 4825.562012
	Iteration 25Q: 3 clusters Score -2127578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2127602.500000 Penalty: 4825.562012
	Iteration 26Q: 3 clusters Score -2127602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2127631.000000 Penalty: 4825.562012
	Iteration 27Q: 3 clusters Score -2127631 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2127652.500000 Penalty: 4825.562012
	Iteration 28Q: 3 clusters Score -2127652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2127669.250000 Penalty: 4825.562012
	Iteration 29Q: 3 clusters Score -2127669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2127693.250000 Penalty: 4825.562012
	Iteration 30Q: 3 clusters Score -2127693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2127717.750000 Penalty: 4825.562012
	Iteration 31Q: 3 clusters Score -2127718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2127737.500000 Penalty: 4825.562012
	Iteration 32Q: 3 clusters Score -2127738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2127752.000000 Penalty: 4825.562012
	Iteration 33Q: 3 clusters Score -2127752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2127769.250000 Penalty: 4825.562012
	Iteration 34Q: 3 clusters Score -2127769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2127787.500000 Penalty: 4825.562012
	Iteration 35Q: 3 clusters Score -2127788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2127795.000000 Penalty: 4825.562012
	Iteration 36Q: 3 clusters Score -2127795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2127802.750000 Penalty: 4825.562012
	Iteration 37Q: 3 clusters Score -2127803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2127821.500000 Penalty: 4825.562012
	Iteration 38Q: 3 clusters Score -2127822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2127827.500000 Penalty: 4825.562012
	Iteration 39Q: 3 clusters Score -2127828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2127842.750000 Penalty: 4825.562012
	Iteration 40F: 3 clusters Score -2127843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2127854.000000 Penalty: 4825.562012
	Iteration 41Q: 3 clusters Score -2127854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2127861.500000 Penalty: 4825.562012
	Iteration 42Q: 3 clusters Score -2127862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2127862.000000 Penalty: 4825.562012
	Iteration 43Q: 3 clusters Score -2127862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2127867.750000 Penalty: 4825.562012
	Iteration 44Q: 3 clusters Score -2127868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2127875.500000 Penalty: 4825.562012
	Iteration 45Q: 3 clusters Score -2127876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2127886.250000 Penalty: 4825.562012
	Iteration 46Q: 3 clusters Score -2127886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2127896.500000 Penalty: 4825.562012
	Iteration 47Q: 3 clusters Score -2127896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2127915.000000 Penalty: 4825.562012
	Iteration 48Q: 3 clusters Score -2127915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2127929.500000 Penalty: 4825.562012
	Iteration 49Q: 3 clusters Score -2127930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2127947.000000 Penalty: 4825.562012
	Iteration 50Q: 3 clusters Score -2127947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2127956.000000 Penalty: 4825.562012
	Iteration 51Q: 3 clusters Score -2127956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2127972.750000 Penalty: 4825.562012
	Iteration 52Q: 3 clusters Score -2127973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2127997.500000 Penalty: 4825.562012
	Iteration 53Q: 3 clusters Score -2127998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2128011.750000 Penalty: 4825.562012
	Iteration 54Q: 3 clusters Score -2128012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2128029.750000 Penalty: 4825.562012
	Iteration 55Q: 3 clusters Score -2128030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2128042.000000 Penalty: 4825.562012
	Iteration 56Q: 3 clusters Score -2128042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2128059.750000 Penalty: 4825.562012
	Iteration 57Q: 3 clusters Score -2128060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2128075.250000 Penalty: 4825.562012
	Iteration 58Q: 3 clusters Score -2128075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2128092.500000 Penalty: 4825.562012
	Iteration 59Q: 3 clusters Score -2128092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2128105.750000 Penalty: 4825.562012
	Iteration 60F: 3 clusters Score -2128106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2128111.500000 Penalty: 4825.562012
	Iteration 61Q: 3 clusters Score -2128112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2128118.000000 Penalty: 4825.562012
	Iteration 62Q: 3 clusters Score -2128118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2128122.000000 Penalty: 4825.562012
	Iteration 63Q: 3 clusters Score -2128122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2128127.500000 Penalty: 4825.562012
	Iteration 64Q: 3 clusters Score -2128128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2128132.000000 Penalty: 4825.562012
	Iteration 65Q: 3 clusters Score -2128132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2128133.000000 Penalty: 4825.562012
	Iteration 66Q: 3 clusters Score -2128133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2128142.250000 Penalty: 4825.562012
	Iteration 67Q: 3 clusters Score -2128142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2128148.750000 Penalty: 4825.562012
	Iteration 68Q: 3 clusters Score -2128149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2128159.250000 Penalty: 4825.562012
	Iteration 69Q: 3 clusters Score -2128159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2128157.750000 Penalty: 4825.562012
	Iteration 70Q: 3 clusters Score -2128158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2128160.750000 Penalty: 4825.562012
	Iteration 71Q: 3 clusters Score -2128161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2128175.000000 Penalty: 4825.562012
	Iteration 72Q: 3 clusters Score -2128175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2128178.750000 Penalty: 4825.562012
	Iteration 73Q: 3 clusters Score -2128179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2128182.250000 Penalty: 4825.562012
	Iteration 74Q: 3 clusters Score -2128182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2128179.500000 Penalty: 4825.562012
	Iteration 75Q: 3 clusters Score -2128180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2128189.000000 Penalty: 4825.562012
	Iteration 76Q: 3 clusters Score -2128189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2128187.250000 Penalty: 4825.562012
	Iteration 77Q: 3 clusters Score -2128187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2128185.750000 Penalty: 4825.562012
	Iteration 78Q: 3 clusters Score -2128186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2128190.250000 Penalty: 4825.562012
	Iteration 79Q: 3 clusters Score -2128190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2128192.500000 Penalty: 4825.562012
	Iteration 80F: 3 clusters Score -2128192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2128195.250000 Penalty: 4825.562012
	Iteration 81Q: 3 clusters Score -2128195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2128197.250000 Penalty: 4825.562012
	Iteration 82Q: 3 clusters Score -2128197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2128199.250000 Penalty: 4825.562012
	Iteration 83Q: 3 clusters Score -2128199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2128201.750000 Penalty: 4825.562012
	Iteration 84Q: 3 clusters Score -2128202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2128205.250000 Penalty: 4825.562012
	Iteration 85Q: 3 clusters Score -2128205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2128207.750000 Penalty: 4825.562012
	Iteration 86Q: 3 clusters Score -2128208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2128212.750000 Penalty: 4825.562012
	Iteration 87Q: 3 clusters Score -2128213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2128213.500000 Penalty: 4825.562012
	Iteration 88Q: 3 clusters Score -2128214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2128219.250000 Penalty: 4825.562012
	Iteration 89Q: 3 clusters Score -2128219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2128218.750000 Penalty: 4825.562012
	Iteration 90Q: 3 clusters Score -2128219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2128218.750000 Penalty: 4825.562012
	Iteration 91Q: 3 clusters Score -2128219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2128220.000000 Penalty: 4825.562012
	Iteration 92Q: 3 clusters Score -2128220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2128222.000000 Penalty: 4825.562012
	Iteration 93Q: 3 clusters Score -2128222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2128222.250000 Penalty: 4825.562012
	Iteration 94Q: 3 clusters Score -2128222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2128221.000000 Penalty: 4825.562012
	Iteration 95Q: 3 clusters Score -2128221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2128221.500000 Penalty: 4825.562012
	Iteration 96Q: 3 clusters Score -2128222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2128221.500000 Penalty: 4825.562012
	Iteration 97Q: 3 clusters Score -2128222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2128221.500000 Penalty: 4825.562012
	Iteration 98Q: 3 clusters Score -2128222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2128220.250000 Penalty: 4825.562012
	Iteration 99Q: 3 clusters Score -2128220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2128221.500000 Penalty: 4825.562012
	Iteration 100F: 3 clusters Score -2128222 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2128220.500000 Penalty: 4825.562012
	Iteration 101Q: 3 clusters Score -2128220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2128219.500000 Penalty: 4825.562012
	Iteration 102Q: 3 clusters Score -2128220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2128221.500000 Penalty: 4825.562012
	Iteration 103Q: 3 clusters Score -2128222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2128224.750000 Penalty: 4825.562012
	Iteration 104Q: 3 clusters Score -2128225 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2128228.250000 Penalty: 4825.562012
	Iteration 105Q: 3 clusters Score -2128228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2128232.000000 Penalty: 4825.562012
	Iteration 106Q: 3 clusters Score -2128232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2128237.750000 Penalty: 4825.562012
	Iteration 107Q: 3 clusters Score -2128238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2128236.250000 Penalty: 4825.562012
	Iteration 108Q: 3 clusters Score -2128236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2128241.250000 Penalty: 4825.562012
	Iteration 109Q: 3 clusters Score -2128241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2128246.000000 Penalty: 4825.562012
	Iteration 110Q: 3 clusters Score -2128246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2128259.250000 Penalty: 4825.562012
	Iteration 111Q: 3 clusters Score -2128259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2128267.250000 Penalty: 4825.562012
	Iteration 112Q: 3 clusters Score -2128267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2128277.500000 Penalty: 4825.562012
	Iteration 113Q: 3 clusters Score -2128278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2128275.000000 Penalty: 4825.562012
	Iteration 114Q: 3 clusters Score -2128275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2128282.000000 Penalty: 4825.562012
	Iteration 115Q: 3 clusters Score -2128282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2128283.750000 Penalty: 4825.562012
	Iteration 116Q: 3 clusters Score -2128284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2128289.000000 Penalty: 4825.562012
	Iteration 117Q: 3 clusters Score -2128289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2128290.000000 Penalty: 4825.562012
	Iteration 118Q: 3 clusters Score -2128290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2128297.000000 Penalty: 4825.562012
	Iteration 119Q: 3 clusters Score -2128297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2128303.500000 Penalty: 4825.562012
	Iteration 120F: 3 clusters Score -2128304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2128304.750000 Penalty: 4825.562012
	Iteration 121Q: 3 clusters Score -2128305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2128309.500000 Penalty: 4825.562012
	Iteration 122Q: 3 clusters Score -2128310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2128310.000000 Penalty: 4825.562012
	Iteration 123Q: 3 clusters Score -2128310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2128314.750000 Penalty: 4825.562012
	Iteration 124Q: 3 clusters Score -2128315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2128312.750000 Penalty: 4825.562012
	Iteration 125Q: 3 clusters Score -2128313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2128315.750000 Penalty: 4825.562012
	Iteration 126Q: 3 clusters Score -2128316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2128312.250000 Penalty: 4825.562012
	Iteration 127Q: 3 clusters Score -2128312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2128311.500000 Penalty: 4825.562012
	Iteration 128Q: 3 clusters Score -2128312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2128312.250000 Penalty: 4825.562012
	Iteration 129Q: 3 clusters Score -2128312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2128315.500000 Penalty: 4825.562012
	Iteration 130Q: 3 clusters Score -2128316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2128318.500000 Penalty: 4825.562012
	Iteration 131Q: 3 clusters Score -2128318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2128317.250000 Penalty: 4825.562012
	Iteration 132Q: 3 clusters Score -2128317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2128318.750000 Penalty: 4825.562012
	Iteration 133Q: 3 clusters Score -2128319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2128316.750000 Penalty: 4825.562012
	Iteration 134Q: 3 clusters Score -2128317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2128319.750000 Penalty: 4825.562012
	Iteration 135Q: 3 clusters Score -2128320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2128322.000000 Penalty: 4825.562012
	Iteration 136Q: 3 clusters Score -2128322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2128324.250000 Penalty: 4825.562012
	Iteration 137Q: 3 clusters Score -2128324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2128323.500000 Penalty: 4825.562012
	Iteration 138Q: 3 clusters Score -2128324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2128326.250000 Penalty: 4825.562012
	Iteration 139Q: 3 clusters Score -2128326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2128327.500000 Penalty: 4825.562012
	Iteration 140F: 3 clusters Score -2128328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2128329.000000 Penalty: 4825.562012
	Iteration 141Q: 3 clusters Score -2128329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2128330.000000 Penalty: 4825.562012
	Iteration 142Q: 3 clusters Score -2128330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2128333.500000 Penalty: 4825.562012
	Iteration 143Q: 3 clusters Score -2128334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2128334.250000 Penalty: 4825.562012
	Iteration 144Q: 3 clusters Score -2128334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2128331.000000 Penalty: 4825.562012
	Iteration 145Q: 3 clusters Score -2128331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2128337.500000 Penalty: 4825.562012
	Iteration 146Q: 3 clusters Score -2128338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2128336.500000 Penalty: 4825.562012
	Iteration 147Q: 3 clusters Score -2128336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2128344.000000 Penalty: 4825.562012
	Iteration 148Q: 3 clusters Score -2128344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2128340.500000 Penalty: 4825.562012
	Iteration 149Q: 3 clusters Score -2128340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2128343.500000 Penalty: 4825.562012
	Iteration 150Q: 3 clusters Score -2128344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2128343.500000 Penalty: 4825.562012
	Iteration 151F: 3 clusters Score -2128344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Entering Unmasked Estep 
Score: -20715726.000000 Penalty: 2978.910156
	Iteration 0F: 2 clusters Score -2.071573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -20611270.000000 Penalty: 5957.820312
	Iteration 0F: 3 clusters Score -2.061127e+07 nChanged 78760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -20657652.000000 Penalty: 5957.820312
	Iteration 1F: 3 clusters Score -2.065765e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -20659258.000000 Penalty: 5957.820312
	Iteration 2Q: 3 clusters Score -2.065926e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -20661748.000000 Penalty: 5957.820312
	Iteration 3Q: 3 clusters Score -2.066175e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -20665734.000000 Penalty: 5957.820312
	Iteration 4Q: 3 clusters Score -2.066573e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -20672346.000000 Penalty: 5957.820312
	Iteration 5F: 3 clusters Score -2.067235e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -20682502.000000 Penalty: 5957.820312
	Iteration 6F: 3 clusters Score -2.06825e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -20694370.000000 Penalty: 5957.820312
	Iteration 7F: 3 clusters Score -2.069437e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148527 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -20704090.000000 Penalty: 5957.820312
	Iteration 8F: 3 clusters Score -2.070409e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155524 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -20709452.000000 Penalty: 5957.820312
	Iteration 9Q: 3 clusters Score -2.070945e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.820312
	Iteration 10Q: 3 clusters Score -2.071186e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -20712740.000000 Penalty: 5957.820312
	Iteration 11Q: 3 clusters Score -2.071274e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20713124.000000 Penalty: 5957.820312
	Iteration 12Q: 3 clusters Score -2.071312e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162907 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20713358.000000 Penalty: 5957.820312
	Iteration 13Q: 3 clusters Score -2.071336e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163196 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20713480.000000 Penalty: 5957.820312
	Iteration 14Q: 3 clusters Score -2.071348e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20713516.000000 Penalty: 5957.820312
	Iteration 15Q: 3 clusters Score -2.071352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -20713610.000000 Penalty: 5957.820312
	Iteration 16Q: 3 clusters Score -2.071361e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163528 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20713646.000000 Penalty: 5957.820312
	Iteration 17Q: 3 clusters Score -2.071365e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20713662.000000 Penalty: 5957.820312
	Iteration 18Q: 3 clusters Score -2.071366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20713672.000000 Penalty: 5957.820312
	Iteration 19Q: 3 clusters Score -2.071367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20713702.000000 Penalty: 5957.820312
	Iteration 20F: 3 clusters Score -2.07137e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20713724.000000 Penalty: 5957.820312
	Iteration 21Q: 3 clusters Score -2.071372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20713746.000000 Penalty: 5957.820312
	Iteration 22Q: 3 clusters Score -2.071375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20713744.000000 Penalty: 5957.820312
	Iteration 23Q: 3 clusters Score -2.071374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20713746.000000 Penalty: 5957.820312
	Iteration 24Q: 3 clusters Score -2.071375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20713756.000000 Penalty: 5957.820312
	Iteration 25Q: 3 clusters Score -2.071376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163698 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20713754.000000 Penalty: 5957.820312
	Iteration 26Q: 3 clusters Score -2.071375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163716 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20713762.000000 Penalty: 5957.820312
	Iteration 27Q: 3 clusters Score -2.071376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163730 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20713778.000000 Penalty: 5957.820312
	Iteration 28Q: 3 clusters Score -2.071378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -20713764.000000 Penalty: 5957.820312
	Iteration 29Q: 3 clusters Score -2.071376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20713776.000000 Penalty: 5957.820312
	Iteration 30Q: 3 clusters Score -2.071378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20713800.000000 Penalty: 5957.820312
	Iteration 31Q: 3 clusters Score -2.07138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20713804.000000 Penalty: 5957.820312
	Iteration 32Q: 3 clusters Score -2.07138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163766 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -20713806.000000 Penalty: 5957.820312
	Iteration 33Q: 3 clusters Score -2.071381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20713816.000000 Penalty: 5957.820312
	Iteration 34Q: 3 clusters Score -2.071382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163766 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -20713816.000000 Penalty: 5957.820312
	Iteration 35Q: 3 clusters Score -2.071382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -20713816.000000 Penalty: 5957.820312
	Iteration 36Q: 3 clusters Score -2.071382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163771 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20713804.000000 Penalty: 5957.820312
	Iteration 37Q: 3 clusters Score -2.07138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20713798.000000 Penalty: 5957.820312
	Iteration 38Q: 3 clusters Score -2.07138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20713792.000000 Penalty: 5957.820312
	Iteration 39Q: 3 clusters Score -2.071379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20713794.000000 Penalty: 5957.820312
	Iteration 40F: 3 clusters Score -2.071379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163787 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20713782.000000 Penalty: 5957.820312
	Iteration 41Q: 3 clusters Score -2.071378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -20713786.000000 Penalty: 5957.820312
	Iteration 42Q: 3 clusters Score -2.071379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163790 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20713792.000000 Penalty: 5957.820312
	Iteration 43Q: 3 clusters Score -2.071379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -20713800.000000 Penalty: 5957.820312
	Iteration 44Q: 3 clusters Score -2.07138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20713790.000000 Penalty: 5957.820312
	Iteration 45Q: 3 clusters Score -2.071379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20713790.000000 Penalty: 5957.820312
	Iteration 46F: 3 clusters Score -2.071379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -52155.871094 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -52155.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50722.199219 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -50722.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51650.464844 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -51650.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52297.218750 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -52297.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52726.687500 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -52726.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53319.308594 Penalty: 3171.221191
	Iteration 4F: 3 clusters Score -53319.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54162.468750 Penalty: 3171.221191
	Iteration 5F: 3 clusters Score -54162.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54419.960938 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -54419.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54468.449219 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -54468.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54489.578125 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -54489.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54505.800781 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -54505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54517.097656 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -54517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54522.457031 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -54522.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54527.496094 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -54527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54543.078125 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -54543.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54565.699219 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -54565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54581.949219 Penalty: 3171.221191
	Iteration 15Q: 3 clusters Score -54581.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54604.898438 Penalty: 3171.221191
	Iteration 16Q: 3 clusters Score -54604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54631.207031 Penalty: 3171.221191
	Iteration 17Q: 3 clusters Score -54631.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54712.082031 Penalty: 3171.221191
	Iteration 18Q: 3 clusters Score -54712.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54850.570312 Penalty: 3171.221191
	Iteration 19Q: 3 clusters Score -54850.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54858.847656 Penalty: 3171.221191
	Iteration 20F: 3 clusters Score -54858.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54904.796875 Penalty: 3171.221191
	Iteration 21Q: 3 clusters Score -54904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54904.796875 Penalty: 3171.221191
	Iteration 22F: 3 clusters Score -54904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 1827 members 
Mstep: Class 5 contains 17267 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 59344 members 
Mstep: Class 10 contains 230618 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 16797 members 
Mstep: Class 14 contains 164676 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 159922 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 18901 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 166141 members 
Entering Unmasked Estep 
Score: -105722784.000000 Penalty: 67759.281250
Splitting cluster 15 changes total score from -105717360.000000 to -105722784.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (159922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Entering Unmasked Estep 
Score: -20164336.000000 Penalty: 2971.645508
	Iteration 0F: 2 clusters Score -2.016434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -20061220.000000 Penalty: 5943.291016
	Iteration 0F: 3 clusters Score -2.006122e+07 nChanged 76837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -20107162.000000 Penalty: 5943.291016
	Iteration 1F: 3 clusters Score -2.010716e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -20109796.000000 Penalty: 5943.291016
	Iteration 2Q: 3 clusters Score -2.01098e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -20114768.000000 Penalty: 5943.291016
	Iteration 3F: 3 clusters Score -2.011477e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -20123544.000000 Penalty: 5943.291016
	Iteration 4F: 3 clusters Score -2.012354e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -20136528.000000 Penalty: 5943.291016
	Iteration 5F: 3 clusters Score -2.013653e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -20150678.000000 Penalty: 5943.291016
	Iteration 6F: 3 clusters Score -2.015068e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -20158490.000000 Penalty: 5943.291016
	Iteration 7F: 3 clusters Score -2.015849e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -20160756.000000 Penalty: 5943.291016
	Iteration 8Q: 3 clusters Score -2.016076e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 158837 members 
Entering Unmasked Estep 
Score: -20161472.000000 Penalty: 5943.291016
	Iteration 9Q: 3 clusters Score -2.016147e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -20161800.000000 Penalty: 5943.291016
	Iteration 10Q: 3 clusters Score -2.01618e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -20161912.000000 Penalty: 5943.291016
	Iteration 11Q: 3 clusters Score -2.016191e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -20162004.000000 Penalty: 5943.291016
	Iteration 12Q: 3 clusters Score -2.0162e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -20162034.000000 Penalty: 5943.291016
	Iteration 13Q: 3 clusters Score -2.016203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -20162058.000000 Penalty: 5943.291016
	Iteration 14Q: 3 clusters Score -2.016206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -20162096.000000 Penalty: 5943.291016
	Iteration 15Q: 3 clusters Score -2.01621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -20162122.000000 Penalty: 5943.291016
	Iteration 16Q: 3 clusters Score -2.016212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -20162144.000000 Penalty: 5943.291016
	Iteration 17Q: 3 clusters Score -2.016214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -20162184.000000 Penalty: 5943.291016
	Iteration 18Q: 3 clusters Score -2.016218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 159420 members 
Entering Unmasked Estep 
Score: -20162218.000000 Penalty: 5943.291016
	Iteration 19Q: 3 clusters Score -2.016222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -20162242.000000 Penalty: 5943.291016
	Iteration 20F: 3 clusters Score -2.016224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -20162242.000000 Penalty: 5943.291016
	Iteration 21Q: 3 clusters Score -2.016224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -20162250.000000 Penalty: 5943.291016
	Iteration 22Q: 3 clusters Score -2.016225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -20162254.000000 Penalty: 5943.291016
	Iteration 23Q: 3 clusters Score -2.016225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -20162266.000000 Penalty: 5943.291016
	Iteration 24Q: 3 clusters Score -2.016227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -20162262.000000 Penalty: 5943.291016
	Iteration 25Q: 3 clusters Score -2.016226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -20162264.000000 Penalty: 5943.291016
	Iteration 26Q: 3 clusters Score -2.016226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -20162274.000000 Penalty: 5943.291016
	Iteration 27Q: 3 clusters Score -2.016227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -20162260.000000 Penalty: 5943.291016
	Iteration 28Q: 3 clusters Score -2.016226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 159375 members 
Entering Unmasked Estep 
Score: -20162278.000000 Penalty: 5943.291016
	Iteration 29Q: 3 clusters Score -2.016228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 159364 members 
Entering Unmasked Estep 
Score: -20162272.000000 Penalty: 5943.291016
	Iteration 30Q: 3 clusters Score -2.016227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -20162290.000000 Penalty: 5943.291016
	Iteration 31Q: 3 clusters Score -2.016229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -20162316.000000 Penalty: 5943.291016
	Iteration 32Q: 3 clusters Score -2.016232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -20162322.000000 Penalty: 5943.291016
	Iteration 33Q: 3 clusters Score -2.016232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -20162326.000000 Penalty: 5943.291016
	Iteration 34Q: 3 clusters Score -2.016233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -20162328.000000 Penalty: 5943.291016
	Iteration 35Q: 3 clusters Score -2.016233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -20162338.000000 Penalty: 5943.291016
	Iteration 36Q: 3 clusters Score -2.016234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -20162346.000000 Penalty: 5943.291016
	Iteration 37Q: 3 clusters Score -2.016235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -20162354.000000 Penalty: 5943.291016
	Iteration 38Q: 3 clusters Score -2.016235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -20162358.000000 Penalty: 5943.291016
	Iteration 39Q: 3 clusters Score -2.016236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -20162358.000000 Penalty: 5943.291016
	Iteration 40F: 3 clusters Score -2.016236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Entering Unmasked Estep 
Score: -2417513.250000 Penalty: 2442.048584
	Iteration 0F: 2 clusters Score -2417513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2404001.750000 Penalty: 4884.097168
	Iteration 0F: 3 clusters Score -2404002 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2408406.500000 Penalty: 4884.097168
	Iteration 1F: 3 clusters Score -2408406 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2408817.250000 Penalty: 4884.097168
	Iteration 2F: 3 clusters Score -2408817 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2409169.000000 Penalty: 4884.097168
	Iteration 3F: 3 clusters Score -2409169 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2409493.500000 Penalty: 4884.097168
	Iteration 4Q: 3 clusters Score -2409494 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2409897.500000 Penalty: 4884.097168
	Iteration 5Q: 3 clusters Score -2409898 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2410426.500000 Penalty: 4884.097168
	Iteration 6Q: 3 clusters Score -2410426 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2411074.500000 Penalty: 4884.097168
	Iteration 7F: 3 clusters Score -2411074 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2411916.750000 Penalty: 4884.097168
	Iteration 8F: 3 clusters Score -2411917 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2412861.500000 Penalty: 4884.097168
	Iteration 9F: 3 clusters Score -2412862 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2413761.250000 Penalty: 4884.097168
	Iteration 10F: 3 clusters Score -2413761 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2414337.000000 Penalty: 4884.097168
	Iteration 11Q: 3 clusters Score -2414337 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2414585.250000 Penalty: 4884.097168
	Iteration 12Q: 3 clusters Score -2414585 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2414698.000000 Penalty: 4884.097168
	Iteration 13Q: 3 clusters Score -2414698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2414775.500000 Penalty: 4884.097168
	Iteration 14Q: 3 clusters Score -2414776 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2414819.000000 Penalty: 4884.097168
	Iteration 15Q: 3 clusters Score -2414819 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2414858.000000 Penalty: 4884.097168
	Iteration 16Q: 3 clusters Score -2414858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2414885.000000 Penalty: 4884.097168
	Iteration 17Q: 3 clusters Score -2414885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2414914.500000 Penalty: 4884.097168
	Iteration 18Q: 3 clusters Score -2414914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2414945.500000 Penalty: 4884.097168
	Iteration 19Q: 3 clusters Score -2414946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2414970.500000 Penalty: 4884.097168
	Iteration 20F: 3 clusters Score -2414970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2414993.250000 Penalty: 4884.097168
	Iteration 21Q: 3 clusters Score -2414993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2415008.250000 Penalty: 4884.097168
	Iteration 22Q: 3 clusters Score -2415008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2415026.500000 Penalty: 4884.097168
	Iteration 23Q: 3 clusters Score -2415026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2415040.000000 Penalty: 4884.097168
	Iteration 24Q: 3 clusters Score -2415040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2415054.500000 Penalty: 4884.097168
	Iteration 25Q: 3 clusters Score -2415054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2415073.750000 Penalty: 4884.097168
	Iteration 26Q: 3 clusters Score -2415074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2415082.000000 Penalty: 4884.097168
	Iteration 27Q: 3 clusters Score -2415082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2415103.250000 Penalty: 4884.097168
	Iteration 28Q: 3 clusters Score -2415103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2415107.750000 Penalty: 4884.097168
	Iteration 29Q: 3 clusters Score -2415108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2415109.500000 Penalty: 4884.097168
	Iteration 30Q: 3 clusters Score -2415110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2415122.250000 Penalty: 4884.097168
	Iteration 31Q: 3 clusters Score -2415122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2415127.750000 Penalty: 4884.097168
	Iteration 32Q: 3 clusters Score -2415128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2415127.250000 Penalty: 4884.097168
	Iteration 33Q: 3 clusters Score -2415127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2415137.500000 Penalty: 4884.097168
	Iteration 34Q: 3 clusters Score -2415138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2415142.500000 Penalty: 4884.097168
	Iteration 35Q: 3 clusters Score -2415142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2415145.500000 Penalty: 4884.097168
	Iteration 36Q: 3 clusters Score -2415146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2415160.000000 Penalty: 4884.097168
	Iteration 37Q: 3 clusters Score -2415160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2415168.750000 Penalty: 4884.097168
	Iteration 38Q: 3 clusters Score -2415169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2415171.250000 Penalty: 4884.097168
	Iteration 39Q: 3 clusters Score -2415171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2415181.500000 Penalty: 4884.097168
	Iteration 40F: 3 clusters Score -2415182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2415190.750000 Penalty: 4884.097168
	Iteration 41Q: 3 clusters Score -2415191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2415198.500000 Penalty: 4884.097168
	Iteration 42Q: 3 clusters Score -2415198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2415206.750000 Penalty: 4884.097168
	Iteration 43Q: 3 clusters Score -2415207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2415211.000000 Penalty: 4884.097168
	Iteration 44Q: 3 clusters Score -2415211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2415208.750000 Penalty: 4884.097168
	Iteration 45Q: 3 clusters Score -2415209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2415211.500000 Penalty: 4884.097168
	Iteration 46Q: 3 clusters Score -2415212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2415221.500000 Penalty: 4884.097168
	Iteration 47Q: 3 clusters Score -2415222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2415228.500000 Penalty: 4884.097168
	Iteration 48Q: 3 clusters Score -2415228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2415225.500000 Penalty: 4884.097168
	Iteration 49Q: 3 clusters Score -2415226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2415228.250000 Penalty: 4884.097168
	Iteration 50Q: 3 clusters Score -2415228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2415227.500000 Penalty: 4884.097168
	Iteration 51Q: 3 clusters Score -2415228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2415224.500000 Penalty: 4884.097168
	Iteration 52Q: 3 clusters Score -2415224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2415229.250000 Penalty: 4884.097168
	Iteration 53Q: 3 clusters Score -2415229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2415234.500000 Penalty: 4884.097168
	Iteration 54Q: 3 clusters Score -2415234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2415233.000000 Penalty: 4884.097168
	Iteration 55Q: 3 clusters Score -2415233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2415233.250000 Penalty: 4884.097168
	Iteration 56Q: 3 clusters Score -2415233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2415235.500000 Penalty: 4884.097168
	Iteration 57Q: 3 clusters Score -2415236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2415238.750000 Penalty: 4884.097168
	Iteration 58Q: 3 clusters Score -2415239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2415238.250000 Penalty: 4884.097168
	Iteration 59Q: 3 clusters Score -2415238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2415241.750000 Penalty: 4884.097168
	Iteration 60F: 3 clusters Score -2415242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2415247.000000 Penalty: 4884.097168
	Iteration 61Q: 3 clusters Score -2415247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2415249.500000 Penalty: 4884.097168
	Iteration 62Q: 3 clusters Score -2415250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2415256.250000 Penalty: 4884.097168
	Iteration 63Q: 3 clusters Score -2415256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2415259.250000 Penalty: 4884.097168
	Iteration 64Q: 3 clusters Score -2415259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2415257.250000 Penalty: 4884.097168
	Iteration 65Q: 3 clusters Score -2415257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2415265.500000 Penalty: 4884.097168
	Iteration 66Q: 3 clusters Score -2415266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2415262.250000 Penalty: 4884.097168
	Iteration 67Q: 3 clusters Score -2415262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2415263.750000 Penalty: 4884.097168
	Iteration 68Q: 3 clusters Score -2415264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2415267.000000 Penalty: 4884.097168
	Iteration 69Q: 3 clusters Score -2415267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2415266.000000 Penalty: 4884.097168
	Iteration 70Q: 3 clusters Score -2415266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2415268.750000 Penalty: 4884.097168
	Iteration 71Q: 3 clusters Score -2415269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2415273.250000 Penalty: 4884.097168
	Iteration 72Q: 3 clusters Score -2415273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2415272.500000 Penalty: 4884.097168
	Iteration 73Q: 3 clusters Score -2415272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2415269.250000 Penalty: 4884.097168
	Iteration 74Q: 3 clusters Score -2415269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2415275.250000 Penalty: 4884.097168
	Iteration 75Q: 3 clusters Score -2415275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2415271.750000 Penalty: 4884.097168
	Iteration 76Q: 3 clusters Score -2415272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2415271.000000 Penalty: 4884.097168
	Iteration 77Q: 3 clusters Score -2415271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2415269.500000 Penalty: 4884.097168
	Iteration 78Q: 3 clusters Score -2415270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2415273.750000 Penalty: 4884.097168
	Iteration 79Q: 3 clusters Score -2415274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2415276.750000 Penalty: 4884.097168
	Iteration 80F: 3 clusters Score -2415277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2415273.250000 Penalty: 4884.097168
	Iteration 81Q: 3 clusters Score -2415273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2415277.000000 Penalty: 4884.097168
	Iteration 82Q: 3 clusters Score -2415277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2415276.000000 Penalty: 4884.097168
	Iteration 83Q: 3 clusters Score -2415276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2415277.500000 Penalty: 4884.097168
	Iteration 84Q: 3 clusters Score -2415278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2415279.250000 Penalty: 4884.097168
	Iteration 85Q: 3 clusters Score -2415279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2415279.500000 Penalty: 4884.097168
	Iteration 86Q: 3 clusters Score -2415280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2415280.000000 Penalty: 4884.097168
	Iteration 87Q: 3 clusters Score -2415280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2415279.000000 Penalty: 4884.097168
	Iteration 88Q: 3 clusters Score -2415279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2415276.250000 Penalty: 4884.097168
	Iteration 89Q: 3 clusters Score -2415276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2415281.000000 Penalty: 4884.097168
	Iteration 90Q: 3 clusters Score -2415281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2415281.000000 Penalty: 4884.097168
	Iteration 91F: 3 clusters Score -2415281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Entering Unmasked Estep 
Score: -20905476.000000 Penalty: 2981.106689
	Iteration 0F: 2 clusters Score -2.090548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -20797906.000000 Penalty: 5962.213379
	Iteration 0F: 3 clusters Score -2.079791e+07 nChanged 79622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -20844932.000000 Penalty: 5962.213379
	Iteration 1F: 3 clusters Score -2.084493e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -20846720.000000 Penalty: 5962.213379
	Iteration 2Q: 3 clusters Score -2.084672e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -20849670.000000 Penalty: 5962.213379
	Iteration 3Q: 3 clusters Score -2.084967e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -20854498.000000 Penalty: 5962.213379
	Iteration 4F: 3 clusters Score -2.08545e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 111695 members 
Entering Unmasked Estep 
Score: -20862056.000000 Penalty: 5962.213379
	Iteration 5F: 3 clusters Score -2.086206e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 121852 members 
Entering Unmasked Estep 
Score: -20871636.000000 Penalty: 5962.213379
	Iteration 6F: 3 clusters Score -2.087164e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -20881660.000000 Penalty: 5962.213379
	Iteration 7F: 3 clusters Score -2.088166e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -20889554.000000 Penalty: 5962.213379
	Iteration 8F: 3 clusters Score -2.088955e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 144416 members 
Entering Unmasked Estep 
Score: -20894196.000000 Penalty: 5962.213379
	Iteration 9Q: 3 clusters Score -2.08942e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -20896662.000000 Penalty: 5962.213379
	Iteration 10Q: 3 clusters Score -2.089666e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -20898220.000000 Penalty: 5962.213379
	Iteration 11Q: 3 clusters Score -2.089822e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 153539 members 
Entering Unmasked Estep 
Score: -20899394.000000 Penalty: 5962.213379
	Iteration 12Q: 3 clusters Score -2.089939e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -20900420.000000 Penalty: 5962.213379
	Iteration 13Q: 3 clusters Score -2.090042e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 157531 members 
Entering Unmasked Estep 
Score: -20901086.000000 Penalty: 5962.213379
	Iteration 14Q: 3 clusters Score -2.090109e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 159024 members 
Entering Unmasked Estep 
Score: -20901562.000000 Penalty: 5962.213379
	Iteration 15Q: 3 clusters Score -2.090156e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -20901886.000000 Penalty: 5962.213379
	Iteration 16Q: 3 clusters Score -2.090189e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -20902200.000000 Penalty: 5962.213379
	Iteration 17Q: 3 clusters Score -2.09022e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 161979 members 
Entering Unmasked Estep 
Score: -20902384.000000 Penalty: 5962.213379
	Iteration 18Q: 3 clusters Score -2.090238e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 162525 members 
Entering Unmasked Estep 
Score: -20902552.000000 Penalty: 5962.213379
	Iteration 19Q: 3 clusters Score -2.090255e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -20902734.000000 Penalty: 5962.213379
	Iteration 20F: 3 clusters Score -2.090273e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -20902842.000000 Penalty: 5962.213379
	Iteration 21Q: 3 clusters Score -2.090284e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -20902930.000000 Penalty: 5962.213379
	Iteration 22Q: 3 clusters Score -2.090293e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 163873 members 
Entering Unmasked Estep 
Score: -20903008.000000 Penalty: 5962.213379
	Iteration 23Q: 3 clusters Score -2.090301e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 164075 members 
Entering Unmasked Estep 
Score: -20903086.000000 Penalty: 5962.213379
	Iteration 24Q: 3 clusters Score -2.090309e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -20903136.000000 Penalty: 5962.213379
	Iteration 25Q: 3 clusters Score -2.090314e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -20903160.000000 Penalty: 5962.213379
	Iteration 26Q: 3 clusters Score -2.090316e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -20903224.000000 Penalty: 5962.213379
	Iteration 27Q: 3 clusters Score -2.090322e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -20903280.000000 Penalty: 5962.213379
	Iteration 28Q: 3 clusters Score -2.090328e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -20903268.000000 Penalty: 5962.213379
	Iteration 29Q: 3 clusters Score -2.090327e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 164709 members 
Entering Unmasked Estep 
Score: -20903296.000000 Penalty: 5962.213379
	Iteration 30Q: 3 clusters Score -2.09033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 164745 members 
Entering Unmasked Estep 
Score: -20903312.000000 Penalty: 5962.213379
	Iteration 31Q: 3 clusters Score -2.090331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 164774 members 
Entering Unmasked Estep 
Score: -20903324.000000 Penalty: 5962.213379
	Iteration 32Q: 3 clusters Score -2.090332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 164792 members 
Entering Unmasked Estep 
Score: -20903348.000000 Penalty: 5962.213379
	Iteration 33Q: 3 clusters Score -2.090335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -20903366.000000 Penalty: 5962.213379
	Iteration 34Q: 3 clusters Score -2.090337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 164827 members 
Entering Unmasked Estep 
Score: -20903350.000000 Penalty: 5962.213379
	Iteration 35Q: 3 clusters Score -2.090335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -20903368.000000 Penalty: 5962.213379
	Iteration 36Q: 3 clusters Score -2.090337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -20903360.000000 Penalty: 5962.213379
	Iteration 37Q: 3 clusters Score -2.090336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -20903368.000000 Penalty: 5962.213379
	Iteration 38Q: 3 clusters Score -2.090337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -20903376.000000 Penalty: 5962.213379
	Iteration 39Q: 3 clusters Score -2.090338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -20903376.000000 Penalty: 5962.213379
	Iteration 40F: 3 clusters Score -2.090338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 164905 members 
Entering Unmasked Estep 
Score: -20903382.000000 Penalty: 5962.213379
	Iteration 41Q: 3 clusters Score -2.090338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -20903382.000000 Penalty: 5962.213379
	Iteration 42Q: 3 clusters Score -2.090338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -20903400.000000 Penalty: 5962.213379
	Iteration 43Q: 3 clusters Score -2.09034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -20903388.000000 Penalty: 5962.213379
	Iteration 44Q: 3 clusters Score -2.090339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -20903400.000000 Penalty: 5962.213379
	Iteration 45Q: 3 clusters Score -2.09034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -20903404.000000 Penalty: 5962.213379
	Iteration 46Q: 3 clusters Score -2.09034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 164930 members 
Entering Unmasked Estep 
Score: -20903398.000000 Penalty: 5962.213379
	Iteration 47Q: 3 clusters Score -2.09034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -20903412.000000 Penalty: 5962.213379
	Iteration 48Q: 3 clusters Score -2.090341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -20903412.000000 Penalty: 5962.213379
	Iteration 49Q: 3 clusters Score -2.090341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -20903406.000000 Penalty: 5962.213379
	Iteration 50Q: 3 clusters Score -2.090341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -20903412.000000 Penalty: 5962.213379
	Iteration 51Q: 3 clusters Score -2.090341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -20903418.000000 Penalty: 5962.213379
	Iteration 52Q: 3 clusters Score -2.090342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -20903406.000000 Penalty: 5962.213379
	Iteration 53Q: 3 clusters Score -2.090341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -20903406.000000 Penalty: 5962.213379
	Iteration 54F: 3 clusters Score -2.090341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 1827 members 
Mstep: Class 5 contains 17267 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 59344 members 
Mstep: Class 10 contains 230618 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 16797 members 
Mstep: Class 14 contains 164676 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 159922 members 
Mstep: Class 18 contains 18901 members 
Mstep: Class 20 contains 166141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722880.000000 Penalty: 67759.281250
Iteration 79Q: 21 clusters Score -1.057229e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 17482 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 59316 members 
Mstep: Class 10 contains 230304 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 16773 members 
Mstep: Class 14 contains 164608 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 159939 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 19126 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 166085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723128.000000 Penalty: 67759.281250
Iteration 80F: 21 clusters Score -1.057231e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 17704 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 59283 members 
Mstep: Class 10 contains 229992 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 16746 members 
Mstep: Class 14 contains 164523 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 159969 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 19384 members 
Mstep: Class 19 contains 316 members 
Mstep: Class 20 contains 165992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723328.000000 Penalty: 67759.281250
Iteration 81Q: 21 clusters Score -1.057233e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 17920 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 5890 members 
Mstep: Class 9 contains 59242 members 
Mstep: Class 10 contains 229680 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16717 members 
Mstep: Class 14 contains 164411 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 160013 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 19668 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 165883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723776.000000 Penalty: 67759.281250
Iteration 82Q: 21 clusters Score -1.057238e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 1813 members 
Mstep: Class 5 contains 18129 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 59192 members 
Mstep: Class 10 contains 229421 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 164279 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 160077 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 165727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724176.000000 Penalty: 67759.281250
Iteration 83Q: 21 clusters Score -1.057242e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 5 contains 18336 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 5941 members 
Mstep: Class 9 contains 59133 members 
Mstep: Class 10 contains 229126 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16678 members 
Mstep: Class 14 contains 164189 members 
Mstep: Class 15 contains 313 members 
Mstep: Class 16 contains 160150 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 20224 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724160.000000 Penalty: 67759.281250
Iteration 84Q: 21 clusters Score -1.057242e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 18578 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 59061 members 
Mstep: Class 10 contains 228821 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16646 members 
Mstep: Class 14 contains 164140 members 
Mstep: Class 15 contains 313 members 
Mstep: Class 16 contains 160155 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 20497 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724720.000000 Penalty: 67759.281250
Iteration 85Q: 21 clusters Score -1.057247e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 955 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 18814 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 58995 members 
Mstep: Class 10 contains 228478 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16620 members 
Mstep: Class 14 contains 164108 members 
Mstep: Class 15 contains 313 members 
Mstep: Class 16 contains 160130 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 20751 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725000.000000 Penalty: 67759.281250
Iteration 86Q: 21 clusters Score -1.05725e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 19078 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 58921 members 
Mstep: Class 10 contains 228180 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16598 members 
Mstep: Class 14 contains 164137 members 
Mstep: Class 15 contains 313 members 
Mstep: Class 16 contains 160074 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 20980 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724792.000000 Penalty: 67759.281250
Iteration 87Q: 21 clusters Score -1.057248e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 19326 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 58852 members 
Mstep: Class 10 contains 227882 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16574 members 
Mstep: Class 14 contains 164229 members 
Mstep: Class 15 contains 313 members 
Mstep: Class 16 contains 159961 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21185 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724928.000000 Penalty: 67759.281250
Iteration 88Q: 21 clusters Score -1.057249e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 19594 members 
Mstep: Class 6 contains 1703 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 58750 members 
Mstep: Class 10 contains 227638 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16546 members 
Mstep: Class 14 contains 164322 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 159803 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21356 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724944.000000 Penalty: 67759.281250
Iteration 89Q: 21 clusters Score -1.057249e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 19876 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 58651 members 
Mstep: Class 10 contains 227355 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16518 members 
Mstep: Class 14 contains 164436 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 159655 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725080.000000 Penalty: 67759.281250
Iteration 90Q: 21 clusters Score -1.057251e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 20144 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 58557 members 
Mstep: Class 10 contains 227061 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16501 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 159541 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21619 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725440.000000 Penalty: 67759.281250
Iteration 91Q: 21 clusters Score -1.057254e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 58467 members 
Mstep: Class 10 contains 226752 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16482 members 
Mstep: Class 14 contains 164699 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 159448 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21712 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725232.000000 Penalty: 67759.281250
Iteration 92Q: 21 clusters Score -1.057252e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 20683 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 6261 members 
Mstep: Class 9 contains 58381 members 
Mstep: Class 10 contains 226416 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16464 members 
Mstep: Class 14 contains 164774 members 
Mstep: Class 15 contains 315 members 
Mstep: Class 16 contains 159366 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21803 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725144.000000 Penalty: 67759.281250
Iteration 93Q: 21 clusters Score -1.057251e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1774 members 
Mstep: Class 5 contains 20987 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 58271 members 
Mstep: Class 10 contains 226086 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16450 members 
Mstep: Class 14 contains 164837 members 
Mstep: Class 15 contains 315 members 
Mstep: Class 16 contains 159313 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21873 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725160.000000 Penalty: 67759.281250
Iteration 94Q: 21 clusters Score -1.057252e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3674 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 58168 members 
Mstep: Class 10 contains 225781 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16441 members 
Mstep: Class 14 contains 164848 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 16 contains 159245 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 21951 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725664.000000 Penalty: 67759.281250
Iteration 95Q: 21 clusters Score -1.057257e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6415 members 
Mstep: Class 9 contains 58053 members 
Mstep: Class 10 contains 225460 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16424 members 
Mstep: Class 14 contains 164882 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 16 contains 159222 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725768.000000 Penalty: 67759.281250
Iteration 96Q: 21 clusters Score -1.057258e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 21890 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6464 members 
Mstep: Class 9 contains 57933 members 
Mstep: Class 10 contains 225199 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16403 members 
Mstep: Class 14 contains 164906 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 16 contains 159168 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 22114 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726096.000000 Penalty: 67759.281250
Iteration 97Q: 21 clusters Score -1.057261e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 22209 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 57819 members 
Mstep: Class 10 contains 224883 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16397 members 
Mstep: Class 14 contains 164898 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 159127 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22170 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726272.000000 Penalty: 67759.281250
Iteration 98Q: 21 clusters Score -1.057263e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 6579 members 
Mstep: Class 9 contains 57736 members 
Mstep: Class 10 contains 224610 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16397 members 
Mstep: Class 14 contains 164865 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 159077 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22221 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726512.000000 Penalty: 67759.281250
Iteration 99Q: 21 clusters Score -1.057265e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3664 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 22790 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 57657 members 
Mstep: Class 10 contains 224305 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16384 members 
Mstep: Class 14 contains 164860 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 159061 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726552.000000 Penalty: 67759.281250
Iteration 100F: 21 clusters Score -1.057266e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 57548 members 
Mstep: Class 10 contains 223986 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16360 members 
Mstep: Class 14 contains 164855 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 159030 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22353 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726616.000000 Penalty: 67759.281250
Iteration 101Q: 21 clusters Score -1.057266e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 23468 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 57467 members 
Mstep: Class 10 contains 223630 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16335 members 
Mstep: Class 14 contains 164910 members 
Mstep: Class 15 contains 320 members 
Mstep: Class 16 contains 158990 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22405 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726960.000000 Penalty: 67759.281250
Iteration 102Q: 21 clusters Score -1.05727e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 57393 members 
Mstep: Class 10 contains 223294 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16306 members 
Mstep: Class 14 contains 164944 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 16 contains 158966 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22457 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727072.000000 Penalty: 67759.281250
Iteration 103Q: 21 clusters Score -1.057271e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3650 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 24196 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6805 members 
Mstep: Class 9 contains 57289 members 
Mstep: Class 10 contains 222998 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16277 members 
Mstep: Class 14 contains 164984 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 16 contains 158925 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22484 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727024.000000 Penalty: 67759.281250
Iteration 104Q: 21 clusters Score -1.05727e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 57201 members 
Mstep: Class 10 contains 222751 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 164987 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22505 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727240.000000 Penalty: 67759.281250
Iteration 105Q: 21 clusters Score -1.057272e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 24911 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 57110 members 
Mstep: Class 10 contains 222497 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 164976 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 158870 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22535 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727368.000000 Penalty: 67759.281250
Iteration 106Q: 21 clusters Score -1.057274e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 25254 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 57020 members 
Mstep: Class 10 contains 222319 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 164899 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 158887 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22568 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727224.000000 Penalty: 67759.281250
Iteration 107Q: 21 clusters Score -1.057272e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 25595 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 56944 members 
Mstep: Class 10 contains 222147 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16176 members 
Mstep: Class 14 contains 164833 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 16 contains 158903 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22584 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 164986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727272.000000 Penalty: 67759.281250
Iteration 108Q: 21 clusters Score -1.057273e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 25918 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 6946 members 
Mstep: Class 9 contains 56846 members 
Mstep: Class 10 contains 221971 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 14 contains 164759 members 
Mstep: Class 15 contains 324 members 
Mstep: Class 16 contains 158892 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22604 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 164986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727552.000000 Penalty: 67759.281250
Iteration 109Q: 21 clusters Score -1.057276e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 26257 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 56716 members 
Mstep: Class 10 contains 221783 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16138 members 
Mstep: Class 14 contains 164692 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158898 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22616 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727384.000000 Penalty: 67759.281250
Iteration 110Q: 21 clusters Score -1.057274e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 56607 members 
Mstep: Class 10 contains 221583 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16114 members 
Mstep: Class 14 contains 164645 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158891 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22616 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727712.000000 Penalty: 67759.281250
Iteration 111Q: 21 clusters Score -1.057277e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3599 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 26852 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 56528 members 
Mstep: Class 10 contains 221380 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16085 members 
Mstep: Class 14 contains 164607 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158867 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22629 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727688.000000 Penalty: 67759.281250
Iteration 112Q: 21 clusters Score -1.057277e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3593 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 27148 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 56456 members 
Mstep: Class 10 contains 221189 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16061 members 
Mstep: Class 14 contains 164562 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158830 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22626 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727888.000000 Penalty: 67759.281250
Iteration 113Q: 21 clusters Score -1.057279e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 27452 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 56373 members 
Mstep: Class 10 contains 221008 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16031 members 
Mstep: Class 14 contains 164562 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158769 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22624 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728160.000000 Penalty: 67759.281250
Iteration 114Q: 21 clusters Score -1.057282e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 27747 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 7034 members 
Mstep: Class 9 contains 56289 members 
Mstep: Class 10 contains 220820 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 16000 members 
Mstep: Class 14 contains 164557 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158743 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22626 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728104.000000 Penalty: 67759.281250
Iteration 115Q: 21 clusters Score -1.057281e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3581 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 28017 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 56206 members 
Mstep: Class 10 contains 220675 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15969 members 
Mstep: Class 14 contains 164558 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158703 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22626 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728368.000000 Penalty: 67759.281250
Iteration 116Q: 21 clusters Score -1.057284e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 28299 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 56117 members 
Mstep: Class 10 contains 220491 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15945 members 
Mstep: Class 14 contains 164579 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158641 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22627 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728408.000000 Penalty: 67759.281250
Iteration 117Q: 21 clusters Score -1.057284e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 28572 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 56033 members 
Mstep: Class 10 contains 220292 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15921 members 
Mstep: Class 14 contains 164625 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158544 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22630 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728408.000000 Penalty: 67759.281250
Iteration 118Q: 21 clusters Score -1.057284e+08 nChanged 1052
Entering ConstructFrom: 
Score: -105728408.000000 Penalty: 67759.281250
Entering ConstructFrom: 
Trying to split cluster 1 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -664722.812500 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -664722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -660069.625000 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -660069.6 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -661195.312500 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -661195.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -661416.437500 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -661416.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -661555.375000 Penalty: 4248.160645
	Iteration 3Q: 3 clusters Score -661555.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -661681.937500 Penalty: 4248.160645
	Iteration 4Q: 3 clusters Score -661681.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -661776.062500 Penalty: 4248.160645
	Iteration 5Q: 3 clusters Score -661776.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -661858.625000 Penalty: 4248.160645
	Iteration 6Q: 3 clusters Score -661858.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -661944.937500 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -661944.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -662023.312500 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -662023.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -662112.187500 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -662112.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -662196.875000 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -662196.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -662278.062500 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -662278.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -662363.812500 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -662363.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -662460.625000 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -662460.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -662556.250000 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -662556.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -662649.750000 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -662649.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -662744.375000 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -662744.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -662822.312500 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -662822.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -662913.000000 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -662913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -662981.500000 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -662981.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -663031.687500 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -663031.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -663066.125000 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -663066.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -663095.812500 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -663095.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -663117.187500 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -663117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -663131.000000 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -663131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -663136.312500 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -663136.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -663141.250000 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -663141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -663141.500000 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -663141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -663141.625000 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -663141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -663143.500000 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -663143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -663143.500000 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -663143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -663144.187500 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -663144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -663144.812500 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -663144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -663145.062500 Penalty: 4248.160645
	Iteration 33Q: 3 clusters Score -663145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -663145.000000 Penalty: 4248.160645
	Iteration 34Q: 3 clusters Score -663145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -663147.875000 Penalty: 4248.160645
	Iteration 35Q: 3 clusters Score -663147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -663148.625000 Penalty: 4248.160645
	Iteration 36Q: 3 clusters Score -663148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -663150.562500 Penalty: 4248.160645
	Iteration 37Q: 3 clusters Score -663150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -663151.312500 Penalty: 4248.160645
	Iteration 38Q: 3 clusters Score -663151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -663152.125000 Penalty: 4248.160645
	Iteration 39Q: 3 clusters Score -663152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -663154.500000 Penalty: 4248.160645
	Iteration 40F: 3 clusters Score -663154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -663154.562500 Penalty: 4248.160645
	Iteration 41Q: 3 clusters Score -663154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -663155.437500 Penalty: 4248.160645
	Iteration 42Q: 3 clusters Score -663155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -663155.875000 Penalty: 4248.160645
	Iteration 43Q: 3 clusters Score -663155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -663157.437500 Penalty: 4248.160645
	Iteration 44Q: 3 clusters Score -663157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -663157.125000 Penalty: 4248.160645
	Iteration 45Q: 3 clusters Score -663157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -663159.187500 Penalty: 4248.160645
	Iteration 46Q: 3 clusters Score -663159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -663160.375000 Penalty: 4248.160645
	Iteration 47Q: 3 clusters Score -663160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -663161.937500 Penalty: 4248.160645
	Iteration 48Q: 3 clusters Score -663161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -663165.687500 Penalty: 4248.160645
	Iteration 49Q: 3 clusters Score -663165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -663169.750000 Penalty: 4248.160645
	Iteration 50Q: 3 clusters Score -663169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -663170.750000 Penalty: 4248.160645
	Iteration 51Q: 3 clusters Score -663170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -663170.750000 Penalty: 4248.160645
	Iteration 52F: 3 clusters Score -663170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -423027.031250 Penalty: 2029.066772
	Iteration 0F: 2 clusters Score -423027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -419363.406250 Penalty: 4058.133545
	Iteration 0F: 3 clusters Score -419363.4 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -420146.281250 Penalty: 4058.133545
	Iteration 1F: 3 clusters Score -420146.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -420346.250000 Penalty: 4058.133545
	Iteration 2F: 3 clusters Score -420346.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -420451.187500 Penalty: 4058.133545
	Iteration 3Q: 3 clusters Score -420451.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -420523.187500 Penalty: 4058.133545
	Iteration 4Q: 3 clusters Score -420523.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -420596.000000 Penalty: 4058.133545
	Iteration 5Q: 3 clusters Score -420596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -420669.718750 Penalty: 4058.133545
	Iteration 6Q: 3 clusters Score -420669.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -420736.750000 Penalty: 4058.133545
	Iteration 7Q: 3 clusters Score -420736.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -420795.500000 Penalty: 4058.133545
	Iteration 8Q: 3 clusters Score -420795.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -420851.218750 Penalty: 4058.133545
	Iteration 9Q: 3 clusters Score -420851.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -420908.750000 Penalty: 4058.133545
	Iteration 10Q: 3 clusters Score -420908.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -420956.031250 Penalty: 4058.133545
	Iteration 11Q: 3 clusters Score -420956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -421005.031250 Penalty: 4058.133545
	Iteration 12Q: 3 clusters Score -421005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -421049.687500 Penalty: 4058.133545
	Iteration 13Q: 3 clusters Score -421049.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -421094.375000 Penalty: 4058.133545
	Iteration 14Q: 3 clusters Score -421094.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -421138.281250 Penalty: 4058.133545
	Iteration 15Q: 3 clusters Score -421138.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -421180.437500 Penalty: 4058.133545
	Iteration 16Q: 3 clusters Score -421180.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -421221.906250 Penalty: 4058.133545
	Iteration 17Q: 3 clusters Score -421221.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -421248.468750 Penalty: 4058.133545
	Iteration 18Q: 3 clusters Score -421248.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -421275.687500 Penalty: 4058.133545
	Iteration 19Q: 3 clusters Score -421275.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -421308.000000 Penalty: 4058.133545
	Iteration 20F: 3 clusters Score -421308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -421329.312500 Penalty: 4058.133545
	Iteration 21Q: 3 clusters Score -421329.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -421349.687500 Penalty: 4058.133545
	Iteration 22Q: 3 clusters Score -421349.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -421364.343750 Penalty: 4058.133545
	Iteration 23Q: 3 clusters Score -421364.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -421379.343750 Penalty: 4058.133545
	Iteration 24Q: 3 clusters Score -421379.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -421396.406250 Penalty: 4058.133545
	Iteration 25Q: 3 clusters Score -421396.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -421412.625000 Penalty: 4058.133545
	Iteration 26Q: 3 clusters Score -421412.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -421429.218750 Penalty: 4058.133545
	Iteration 27Q: 3 clusters Score -421429.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -421448.062500 Penalty: 4058.133545
	Iteration 28Q: 3 clusters Score -421448.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -421464.843750 Penalty: 4058.133545
	Iteration 29Q: 3 clusters Score -421464.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -421477.468750 Penalty: 4058.133545
	Iteration 30Q: 3 clusters Score -421477.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -421485.500000 Penalty: 4058.133545
	Iteration 31Q: 3 clusters Score -421485.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -421490.750000 Penalty: 4058.133545
	Iteration 32Q: 3 clusters Score -421490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -421495.406250 Penalty: 4058.133545
	Iteration 33Q: 3 clusters Score -421495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -421495.781250 Penalty: 4058.133545
	Iteration 34Q: 3 clusters Score -421495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -421497.156250 Penalty: 4058.133545
	Iteration 35Q: 3 clusters Score -421497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -421500.062500 Penalty: 4058.133545
	Iteration 36Q: 3 clusters Score -421500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -421504.187500 Penalty: 4058.133545
	Iteration 37Q: 3 clusters Score -421504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -421508.781250 Penalty: 4058.133545
	Iteration 38Q: 3 clusters Score -421508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -421514.875000 Penalty: 4058.133545
	Iteration 39Q: 3 clusters Score -421514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -421518.062500 Penalty: 4058.133545
	Iteration 40F: 3 clusters Score -421518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -421521.937500 Penalty: 4058.133545
	Iteration 41Q: 3 clusters Score -421521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -421521.906250 Penalty: 4058.133545
	Iteration 42Q: 3 clusters Score -421521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -421521.906250 Penalty: 4058.133545
	Iteration 43F: 3 clusters Score -421521.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -110503.140625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -110503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108659.296875 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -108659.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109069.031250 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -109069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109336.726562 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -109336.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109539.632812 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -109539.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109626.289062 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -109626.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109682.515625 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -109682.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109726.664062 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -109726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109738.062500 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -109738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109739.039062 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -109739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109739.812500 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -109739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109740.875000 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -109740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109740.875000 Penalty: 3399.759766
	Iteration 11F: 3 clusters Score -109740.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -216886.140625 Penalty: 1852.332764
	Iteration 0F: 2 clusters Score -216886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -214400.968750 Penalty: 3704.665527
	Iteration 0F: 3 clusters Score -214401 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -214808.390625 Penalty: 3704.665527
	Iteration 1F: 3 clusters Score -214808.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -214916.046875 Penalty: 3704.665527
	Iteration 2F: 3 clusters Score -214916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -214963.453125 Penalty: 3704.665527
	Iteration 3Q: 3 clusters Score -214963.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -214993.578125 Penalty: 3704.665527
	Iteration 4Q: 3 clusters Score -214993.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -215011.218750 Penalty: 3704.665527
	Iteration 5Q: 3 clusters Score -215011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215025.718750 Penalty: 3704.665527
	Iteration 6Q: 3 clusters Score -215025.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215036.625000 Penalty: 3704.665527
	Iteration 7Q: 3 clusters Score -215036.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215045.093750 Penalty: 3704.665527
	Iteration 8Q: 3 clusters Score -215045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215050.281250 Penalty: 3704.665527
	Iteration 9Q: 3 clusters Score -215050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215054.156250 Penalty: 3704.665527
	Iteration 10Q: 3 clusters Score -215054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215054.703125 Penalty: 3704.665527
	Iteration 11Q: 3 clusters Score -215054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215057.359375 Penalty: 3704.665527
	Iteration 12Q: 3 clusters Score -215057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215061.296875 Penalty: 3704.665527
	Iteration 13Q: 3 clusters Score -215061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -215064.515625 Penalty: 3704.665527
	Iteration 14Q: 3 clusters Score -215064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -215067.468750 Penalty: 3704.665527
	Iteration 15Q: 3 clusters Score -215067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215070.875000 Penalty: 3704.665527
	Iteration 16Q: 3 clusters Score -215070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -215073.906250 Penalty: 3704.665527
	Iteration 17Q: 3 clusters Score -215073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215075.875000 Penalty: 3704.665527
	Iteration 18Q: 3 clusters Score -215075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215075.875000 Penalty: 3704.665527
	Iteration 19F: 3 clusters Score -215075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Entering Unmasked Estep 
Score: -3607490.750000 Penalty: 2546.530762
	Iteration 0F: 2 clusters Score -3607491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3587512.250000 Penalty: 5093.061523
	Iteration 0F: 3 clusters Score -3587512 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3594525.250000 Penalty: 5093.061523
	Iteration 1F: 3 clusters Score -3594525 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3594871.750000 Penalty: 5093.061523
	Iteration 2Q: 3 clusters Score -3594872 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3595161.000000 Penalty: 5093.061523
	Iteration 3Q: 3 clusters Score -3595161 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3595398.500000 Penalty: 5093.061523
	Iteration 4Q: 3 clusters Score -3595398 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3595571.250000 Penalty: 5093.061523
	Iteration 5Q: 3 clusters Score -3595571 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3595758.000000 Penalty: 5093.061523
	Iteration 6Q: 3 clusters Score -3595758 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3595949.750000 Penalty: 5093.061523
	Iteration 7Q: 3 clusters Score -3595950 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3596125.500000 Penalty: 5093.061523
	Iteration 8Q: 3 clusters Score -3596126 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3596308.000000 Penalty: 5093.061523
	Iteration 9Q: 3 clusters Score -3596308 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3596544.750000 Penalty: 5093.061523
	Iteration 10Q: 3 clusters Score -3596545 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3596902.000000 Penalty: 5093.061523
	Iteration 11Q: 3 clusters Score -3596902 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3597382.250000 Penalty: 5093.061523
	Iteration 12Q: 3 clusters Score -3597382 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3598224.500000 Penalty: 5093.061523
	Iteration 13Q: 3 clusters Score -3598224 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3599478.250000 Penalty: 5093.061523
	Iteration 14F: 3 clusters Score -3599478 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3601111.000000 Penalty: 5093.061523
	Iteration 15F: 3 clusters Score -3601111 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3602530.750000 Penalty: 5093.061523
	Iteration 16F: 3 clusters Score -3602531 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3603372.000000 Penalty: 5093.061523
	Iteration 17Q: 3 clusters Score -3603372 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3603839.000000 Penalty: 5093.061523
	Iteration 18Q: 3 clusters Score -3603839 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3604159.750000 Penalty: 5093.061523
	Iteration 19Q: 3 clusters Score -3604160 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3604337.500000 Penalty: 5093.061523
	Iteration 20F: 3 clusters Score -3604338 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3604463.500000 Penalty: 5093.061523
	Iteration 21Q: 3 clusters Score -3604464 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3604522.250000 Penalty: 5093.061523
	Iteration 22Q: 3 clusters Score -3604522 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3604555.750000 Penalty: 5093.061523
	Iteration 23Q: 3 clusters Score -3604556 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3604598.000000 Penalty: 5093.061523
	Iteration 24Q: 3 clusters Score -3604598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3604613.500000 Penalty: 5093.061523
	Iteration 25Q: 3 clusters Score -3604614 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3604628.000000 Penalty: 5093.061523
	Iteration 26Q: 3 clusters Score -3604628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3604638.500000 Penalty: 5093.061523
	Iteration 27Q: 3 clusters Score -3604638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3604650.000000 Penalty: 5093.061523
	Iteration 28Q: 3 clusters Score -3604650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3604663.000000 Penalty: 5093.061523
	Iteration 29Q: 3 clusters Score -3604663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3604669.500000 Penalty: 5093.061523
	Iteration 30Q: 3 clusters Score -3604670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3604670.000000 Penalty: 5093.061523
	Iteration 31Q: 3 clusters Score -3604670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3604672.000000 Penalty: 5093.061523
	Iteration 32Q: 3 clusters Score -3604672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3604678.250000 Penalty: 5093.061523
	Iteration 33Q: 3 clusters Score -3604678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3604674.500000 Penalty: 5093.061523
	Iteration 34Q: 3 clusters Score -3604674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3604677.750000 Penalty: 5093.061523
	Iteration 35Q: 3 clusters Score -3604678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3604680.000000 Penalty: 5093.061523
	Iteration 36Q: 3 clusters Score -3604680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3604676.500000 Penalty: 5093.061523
	Iteration 37Q: 3 clusters Score -3604676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3604677.250000 Penalty: 5093.061523
	Iteration 38Q: 3 clusters Score -3604677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3604673.500000 Penalty: 5093.061523
	Iteration 39Q: 3 clusters Score -3604674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3604667.500000 Penalty: 5093.061523
	Iteration 40F: 3 clusters Score -3604668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3604669.750000 Penalty: 5093.061523
	Iteration 41Q: 3 clusters Score -3604670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3604669.500000 Penalty: 5093.061523
	Iteration 42Q: 3 clusters Score -3604670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3604668.250000 Penalty: 5093.061523
	Iteration 43Q: 3 clusters Score -3604668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3604668.250000 Penalty: 5093.061523
	Iteration 44Q: 3 clusters Score -3604668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3604666.500000 Penalty: 5093.061523
	Iteration 45Q: 3 clusters Score -3604666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3604670.000000 Penalty: 5093.061523
	Iteration 46Q: 3 clusters Score -3604670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3604672.750000 Penalty: 5093.061523
	Iteration 47Q: 3 clusters Score -3604673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3604675.250000 Penalty: 5093.061523
	Iteration 48Q: 3 clusters Score -3604675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3604675.000000 Penalty: 5093.061523
	Iteration 49Q: 3 clusters Score -3604675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3604678.250000 Penalty: 5093.061523
	Iteration 50Q: 3 clusters Score -3604678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3604675.750000 Penalty: 5093.061523
	Iteration 51Q: 3 clusters Score -3604676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3604675.500000 Penalty: 5093.061523
	Iteration 52Q: 3 clusters Score -3604676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3604677.250000 Penalty: 5093.061523
	Iteration 53Q: 3 clusters Score -3604677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3604677.000000 Penalty: 5093.061523
	Iteration 54Q: 3 clusters Score -3604677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3604677.000000 Penalty: 5093.061523
	Iteration 55Q: 3 clusters Score -3604677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3604677.500000 Penalty: 5093.061523
	Iteration 56Q: 3 clusters Score -3604678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3604680.500000 Penalty: 5093.061523
	Iteration 57Q: 3 clusters Score -3604680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3604679.500000 Penalty: 5093.061523
	Iteration 58Q: 3 clusters Score -3604680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3604679.500000 Penalty: 5093.061523
	Iteration 59F: 3 clusters Score -3604680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -199797.828125 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -199797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197431.171875 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -197431.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197977.750000 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -197977.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -198232.718750 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -198232.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -198421.984375 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -198422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -198656.250000 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -198656.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -198938.078125 Penalty: 3697.541016
	Iteration 5F: 3 clusters Score -198938.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -199231.281250 Penalty: 3697.541016
	Iteration 6F: 3 clusters Score -199231.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -199405.406250 Penalty: 3697.541016
	Iteration 7F: 3 clusters Score -199405.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -199480.515625 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -199480.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -199511.250000 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -199511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -199541.546875 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -199541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -199553.984375 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -199554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -199556.156250 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -199556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -199558.093750 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -199558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -199558.093750 Penalty: 3697.541016
	Iteration 14F: 3 clusters Score -199558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -147305.921875 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -147305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -145185.984375 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -145186 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145501.453125 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -145501.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145596.187500 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -145596.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145644.625000 Penalty: 3528.925537
	Iteration 3Q: 3 clusters Score -145644.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145668.296875 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -145668.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145683.500000 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -145683.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145699.671875 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -145699.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145717.218750 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -145717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145730.015625 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -145730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145745.593750 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -145745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145766.359375 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -145766.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145785.109375 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -145785.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145793.468750 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -145793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145800.843750 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -145800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145813.343750 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -145813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145820.015625 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -145820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145823.453125 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -145823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145831.687500 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -145831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145843.890625 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -145843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145852.390625 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -145852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145855.171875 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -145855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145856.609375 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -145856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145858.765625 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -145858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145861.765625 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -145861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145864.484375 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -145864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145870.062500 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -145870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145875.828125 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -145875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145883.343750 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -145883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145887.218750 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -145887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145888.656250 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -145888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145889.750000 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -145889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145890.781250 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -145890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145892.218750 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -145892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145895.078125 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -145895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145898.062500 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -145898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145899.906250 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -145899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145899.906250 Penalty: 3528.925537
	Iteration 36F: 3 clusters Score -145899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -896148.312500 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -896148.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -890304.625000 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -890304.6 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -891676.375000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -891676.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -891864.562500 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -891864.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -892010.562500 Penalty: 4398.174316
	Iteration 3Q: 3 clusters Score -892010.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -892115.250000 Penalty: 4398.174316
	Iteration 4Q: 3 clusters Score -892115.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -892202.812500 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -892202.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -892292.750000 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -892292.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -892389.750000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -892389.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -892502.187500 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -892502.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -892642.125000 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -892642.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -892766.187500 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -892766.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -892863.250000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -892863.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -892959.937500 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -892959.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -893082.125000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -893082.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -893209.750000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -893209.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -893310.125000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -893310.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -893392.437500 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -893392.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -893454.187500 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -893454.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -893511.625000 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -893511.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -893569.000000 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -893569 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -893628.312500 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -893628.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -893682.937500 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -893682.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -893747.500000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -893747.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -893792.625000 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -893792.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -893832.062500 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -893832.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -893866.375000 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -893866.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -893905.750000 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -893905.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -893939.312500 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -893939.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -893970.437500 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -893970.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -894000.812500 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -894000.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -894034.625000 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -894034.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -894074.250000 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -894074.2 nChanged 48
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: -894102.750000 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -894102.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -894123.750000 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -894123.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -894138.062500 Penalty: 4398.174316
	Iteration 34Q: 3 clusters Score -894138.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -894159.750000 Penalty: 4398.174316
	Iteration 35Q: 3 clusters Score -894159.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -894185.812500 Penalty: 4398.174316
	Iteration 36Q: 3 clusters Score -894185.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -894204.875000 Penalty: 4398.174316
	Iteration 37Q: 3 clusters Score -894204.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -894216.937500 Penalty: 4398.174316
	Iteration 38Q: 3 clusters Score -894216.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -894230.687500 Penalty: 4398.174316
	Iteration 39Q: 3 clusters Score -894230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -894235.187500 Penalty: 4398.174316
	Iteration 40F: 3 clusters Score -894235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -894240.875000 Penalty: 4398.174316
	Iteration 41Q: 3 clusters Score -894240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -894243.687500 Penalty: 4398.174316
	Iteration 42Q: 3 clusters Score -894243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -894248.312500 Penalty: 4398.174316
	Iteration 43Q: 3 clusters Score -894248.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -894255.312500 Penalty: 4398.174316
	Iteration 44Q: 3 clusters Score -894255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -894261.375000 Penalty: 4398.174316
	Iteration 45Q: 3 clusters Score -894261.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -894265.687500 Penalty: 4398.174316
	Iteration 46Q: 3 clusters Score -894265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -894271.187500 Penalty: 4398.174316
	Iteration 47Q: 3 clusters Score -894271.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -894276.250000 Penalty: 4398.174316
	Iteration 48Q: 3 clusters Score -894276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -894279.500000 Penalty: 4398.174316
	Iteration 49Q: 3 clusters Score -894279.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -894282.437500 Penalty: 4398.174316
	Iteration 50Q: 3 clusters Score -894282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -894285.687500 Penalty: 4398.174316
	Iteration 51Q: 3 clusters Score -894285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -894290.437500 Penalty: 4398.174316
	Iteration 52Q: 3 clusters Score -894290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -894293.312500 Penalty: 4398.174316
	Iteration 53Q: 3 clusters Score -894293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -894296.250000 Penalty: 4398.174316
	Iteration 54Q: 3 clusters Score -894296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -894301.250000 Penalty: 4398.174316
	Iteration 55Q: 3 clusters Score -894301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -894302.187500 Penalty: 4398.174316
	Iteration 56Q: 3 clusters Score -894302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -894303.875000 Penalty: 4398.174316
	Iteration 57Q: 3 clusters Score -894303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -894304.125000 Penalty: 4398.174316
	Iteration 58Q: 3 clusters Score -894304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -894308.500000 Penalty: 4398.174316
	Iteration 59Q: 3 clusters Score -894308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -894306.812500 Penalty: 4398.174316
	Iteration 60F: 3 clusters Score -894306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Entering Unmasked Estep 
Score: -6792762.500000 Penalty: 2711.250977
	Iteration 0F: 2 clusters Score -6792762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6755208.000000 Penalty: 5422.501953
	Iteration 0F: 3 clusters Score -6755208 nChanged 26010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6769756.500000 Penalty: 5422.501953
	Iteration 1F: 3 clusters Score -6769756 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -6770551.500000 Penalty: 5422.501953
	Iteration 2Q: 3 clusters Score -6770552 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -6771658.000000 Penalty: 5422.501953
	Iteration 3Q: 3 clusters Score -6771658 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -6773426.000000 Penalty: 5422.501953
	Iteration 4F: 3 clusters Score -6773426 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -6776243.500000 Penalty: 5422.501953
	Iteration 5F: 3 clusters Score -6776244 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6780018.500000 Penalty: 5422.501953
	Iteration 6F: 3 clusters Score -6780018 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -6784132.500000 Penalty: 5422.501953
	Iteration 7F: 3 clusters Score -6784132 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -6787425.000000 Penalty: 5422.501953
	Iteration 8F: 3 clusters Score -6787425 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -6789241.000000 Penalty: 5422.501953
	Iteration 9Q: 3 clusters Score -6789241 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -6789969.000000 Penalty: 5422.501953
	Iteration 10Q: 3 clusters Score -6789969 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -6790181.000000 Penalty: 5422.501953
	Iteration 11Q: 3 clusters Score -6790181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -6790273.500000 Penalty: 5422.501953
	Iteration 12Q: 3 clusters Score -6790274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -6790312.500000 Penalty: 5422.501953
	Iteration 13Q: 3 clusters Score -6790312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -6790326.500000 Penalty: 5422.501953
	Iteration 14Q: 3 clusters Score -6790326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -6790347.500000 Penalty: 5422.501953
	Iteration 15Q: 3 clusters Score -6790348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -6790364.000000 Penalty: 5422.501953
	Iteration 16Q: 3 clusters Score -6790364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -6790377.000000 Penalty: 5422.501953
	Iteration 17Q: 3 clusters Score -6790377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -6790390.500000 Penalty: 5422.501953
	Iteration 18Q: 3 clusters Score -6790390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -6790395.000000 Penalty: 5422.501953
	Iteration 19Q: 3 clusters Score -6790395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -6790397.500000 Penalty: 5422.501953
	Iteration 20F: 3 clusters Score -6790398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (220131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220131 members 
Entering Unmasked Estep 
Score: -27541740.000000 Penalty: 3050.890625
	Iteration 0F: 2 clusters Score -2.754174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -27408072.000000 Penalty: 6101.781250
	Iteration 0F: 3 clusters Score -2.740807e+07 nChanged 105622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -27468988.000000 Penalty: 6101.781250
	Iteration 1F: 3 clusters Score -2.746899e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -27469948.000000 Penalty: 6101.781250
	Iteration 2Q: 3 clusters Score -2.746995e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -27471014.000000 Penalty: 6101.781250
	Iteration 3Q: 3 clusters Score -2.747101e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -27472562.000000 Penalty: 6101.781250
	Iteration 4Q: 3 clusters Score -2.747256e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 127719 members 
Entering Unmasked Estep 
Score: -27475122.000000 Penalty: 6101.781250
	Iteration 5Q: 3 clusters Score -2.747512e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -27479804.000000 Penalty: 6101.781250
	Iteration 6Q: 3 clusters Score -2.74798e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 151156 members 
Entering Unmasked Estep 
Score: -27488058.000000 Penalty: 6101.781250
	Iteration 7F: 3 clusters Score -2.748806e+07 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -27500272.000000 Penalty: 6101.781250
	Iteration 8F: 3 clusters Score -2.750027e+07 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -27513680.000000 Penalty: 6101.781250
	Iteration 9F: 3 clusters Score -2.751368e+07 nChanged 15831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 205110 members 
Entering Unmasked Estep 
Score: -27526262.000000 Penalty: 6101.781250
	Iteration 10F: 3 clusters Score -2.752626e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 214414 members 
Entering Unmasked Estep 
Score: -27534016.000000 Penalty: 6101.781250
	Iteration 11Q: 3 clusters Score -2.753402e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 218338 members 
Entering Unmasked Estep 
Score: -27537460.000000 Penalty: 6101.781250
	Iteration 12Q: 3 clusters Score -2.753746e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 219499 members 
Entering Unmasked Estep 
Score: -27538474.000000 Penalty: 6101.781250
	Iteration 13Q: 3 clusters Score -2.753847e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 219803 members 
Entering Unmasked Estep 
Score: -27538676.000000 Penalty: 6101.781250
	Iteration 14Q: 3 clusters Score -2.753868e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219873 members 
Entering Unmasked Estep 
Score: -27538796.000000 Penalty: 6101.781250
	Iteration 15Q: 3 clusters Score -2.75388e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 219900 members 
Entering Unmasked Estep 
Score: -27538870.000000 Penalty: 6101.781250
	Iteration 16Q: 3 clusters Score -2.753887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 219918 members 
Entering Unmasked Estep 
Score: -27538924.000000 Penalty: 6101.781250
	Iteration 17Q: 3 clusters Score -2.753892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 219922 members 
Entering Unmasked Estep 
Score: -27538956.000000 Penalty: 6101.781250
	Iteration 18Q: 3 clusters Score -2.753896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219926 members 
Entering Unmasked Estep 
Score: -27538974.000000 Penalty: 6101.781250
	Iteration 19Q: 3 clusters Score -2.753897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219930 members 
Entering Unmasked Estep 
Score: -27538994.000000 Penalty: 6101.781250
	Iteration 20F: 3 clusters Score -2.753899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219932 members 
Entering Unmasked Estep 
Score: -27538996.000000 Penalty: 6101.781250
	Iteration 21Q: 3 clusters Score -2.7539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 219936 members 
Entering Unmasked Estep 
Score: -27539010.000000 Penalty: 6101.781250
	Iteration 22Q: 3 clusters Score -2.753901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219941 members 
Entering Unmasked Estep 
Score: -27539032.000000 Penalty: 6101.781250
	Iteration 23Q: 3 clusters Score -2.753903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 219940 members 
Entering Unmasked Estep 
Score: -27539038.000000 Penalty: 6101.781250
	Iteration 24Q: 3 clusters Score -2.753904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219941 members 
Entering Unmasked Estep 
Score: -27539048.000000 Penalty: 6101.781250
	Iteration 25Q: 3 clusters Score -2.753905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219941 members 
Entering Unmasked Estep 
Score: -27539048.000000 Penalty: 6101.781250
	Iteration 26F: 3 clusters Score -2.753905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 261 members 
Entering Unmasked Estep 
Score: -64529.839844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64529.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64800.863281 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64800.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64911.433594 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -64911.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64960.246094 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64960.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64981.187500 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64981.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64993.718750 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64993.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64996.011719 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64996.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64998.109375 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64998.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65001.468750 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -65001.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65005.015625 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -65005.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65007.359375 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -65007.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65010.722656 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -65010.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65015.628906 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -65015.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65020.230469 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -65020.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65020.230469 Penalty: 3120.618408
	Iteration 14F: 3 clusters Score -65020.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -119809.789062 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -119809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117837.906250 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -117837.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118525.101562 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -118525.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118933.789062 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -118933.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119102.804688 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -119102.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119290.046875 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -119290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119465.750000 Penalty: 3479.793213
	Iteration 5F: 3 clusters Score -119465.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119536.625000 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -119536.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119579.945312 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -119579.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119614.398438 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -119614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119647.882812 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -119647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119691.890625 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -119691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119718.164062 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -119718.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119747.492188 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -119747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119797.875000 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -119797.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119858.718750 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -119858.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119943.421875 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -119943.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120010.507812 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -120010.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120096.476562 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -120096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120186.492188 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -120186.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120244.054688 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -120244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120280.601562 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -120280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120304.875000 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -120304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120308.453125 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -120308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120314.929688 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -120314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -120325.812500 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -120325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120330.023438 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -120330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120332.390625 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -120332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120333.359375 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -120333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120334.125000 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -120334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120334.125000 Penalty: 3479.793213
	Iteration 29F: 3 clusters Score -120334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 28804 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 55964 members 
Mstep: Class 10 contains 220131 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 565 members 
Mstep: Class 13 contains 15892 members 
Mstep: Class 14 contains 164660 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158465 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165350 members 
Mstep: Class 21 contains 549 members 
Entering Unmasked Estep 
Score: -105727424.000000 Penalty: 71147.250000
Splitting cluster 12 changes total score from -105728408.000000 to -105727424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Entering Unmasked Estep 
Score: -2015667.375000 Penalty: 2399.045654
	Iteration 0F: 2 clusters Score -2015667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2004262.500000 Penalty: 4798.091309
	Iteration 0F: 3 clusters Score -2004262 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2007818.125000 Penalty: 4798.091309
	Iteration 1F: 3 clusters Score -2007818 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2008141.875000 Penalty: 4798.091309
	Iteration 2F: 3 clusters Score -2008142 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2008419.375000 Penalty: 4798.091309
	Iteration 3Q: 3 clusters Score -2008419 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2008675.000000 Penalty: 4798.091309
	Iteration 4Q: 3 clusters Score -2008675 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2008958.375000 Penalty: 4798.091309
	Iteration 5Q: 3 clusters Score -2008958 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2009350.375000 Penalty: 4798.091309
	Iteration 6Q: 3 clusters Score -2009350 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2009816.625000 Penalty: 4798.091309
	Iteration 7F: 3 clusters Score -2009817 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2010437.750000 Penalty: 4798.091309
	Iteration 8F: 3 clusters Score -2010438 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2011164.000000 Penalty: 4798.091309
	Iteration 9F: 3 clusters Score -2011164 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2011871.375000 Penalty: 4798.091309
	Iteration 10F: 3 clusters Score -2011871 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2012519.625000 Penalty: 4798.091309
	Iteration 11Q: 3 clusters Score -2012520 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2012889.625000 Penalty: 4798.091309
	Iteration 12Q: 3 clusters Score -2012890 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2013083.875000 Penalty: 4798.091309
	Iteration 13Q: 3 clusters Score -2013084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2013188.750000 Penalty: 4798.091309
	Iteration 14Q: 3 clusters Score -2013189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2013251.625000 Penalty: 4798.091309
	Iteration 15Q: 3 clusters Score -2013252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2013294.375000 Penalty: 4798.091309
	Iteration 16Q: 3 clusters Score -2013294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2013333.250000 Penalty: 4798.091309
	Iteration 17Q: 3 clusters Score -2013333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2013367.500000 Penalty: 4798.091309
	Iteration 18Q: 3 clusters Score -2013368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2013388.625000 Penalty: 4798.091309
	Iteration 19Q: 3 clusters Score -2013389 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2013415.875000 Penalty: 4798.091309
	Iteration 20F: 3 clusters Score -2013416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2013439.125000 Penalty: 4798.091309
	Iteration 21Q: 3 clusters Score -2013439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2013470.125000 Penalty: 4798.091309
	Iteration 22Q: 3 clusters Score -2013470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2013485.250000 Penalty: 4798.091309
	Iteration 23Q: 3 clusters Score -2013485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2013504.000000 Penalty: 4798.091309
	Iteration 24Q: 3 clusters Score -2013504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2013515.500000 Penalty: 4798.091309
	Iteration 25Q: 3 clusters Score -2013516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2013522.375000 Penalty: 4798.091309
	Iteration 26Q: 3 clusters Score -2013522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2013534.750000 Penalty: 4798.091309
	Iteration 27Q: 3 clusters Score -2013535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2013543.750000 Penalty: 4798.091309
	Iteration 28Q: 3 clusters Score -2013544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2013558.625000 Penalty: 4798.091309
	Iteration 29Q: 3 clusters Score -2013559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2013566.500000 Penalty: 4798.091309
	Iteration 30Q: 3 clusters Score -2013566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2013578.000000 Penalty: 4798.091309
	Iteration 31Q: 3 clusters Score -2013578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2013585.250000 Penalty: 4798.091309
	Iteration 32Q: 3 clusters Score -2013585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2013589.375000 Penalty: 4798.091309
	Iteration 33Q: 3 clusters Score -2013589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2013592.750000 Penalty: 4798.091309
	Iteration 34Q: 3 clusters Score -2013593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2013598.125000 Penalty: 4798.091309
	Iteration 35Q: 3 clusters Score -2013598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2013606.250000 Penalty: 4798.091309
	Iteration 36Q: 3 clusters Score -2013606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2013607.500000 Penalty: 4798.091309
	Iteration 37Q: 3 clusters Score -2013608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2013609.125000 Penalty: 4798.091309
	Iteration 38Q: 3 clusters Score -2013609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2013610.875000 Penalty: 4798.091309
	Iteration 39Q: 3 clusters Score -2013611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2013612.250000 Penalty: 4798.091309
	Iteration 40F: 3 clusters Score -2013612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2013614.125000 Penalty: 4798.091309
	Iteration 41Q: 3 clusters Score -2013614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2013621.000000 Penalty: 4798.091309
	Iteration 42Q: 3 clusters Score -2013621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2013624.125000 Penalty: 4798.091309
	Iteration 43Q: 3 clusters Score -2013624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2013627.375000 Penalty: 4798.091309
	Iteration 44Q: 3 clusters Score -2013627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2013630.000000 Penalty: 4798.091309
	Iteration 45Q: 3 clusters Score -2013630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2013633.625000 Penalty: 4798.091309
	Iteration 46Q: 3 clusters Score -2013634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2013641.750000 Penalty: 4798.091309
	Iteration 47Q: 3 clusters Score -2013642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2013647.125000 Penalty: 4798.091309
	Iteration 48Q: 3 clusters Score -2013647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2013650.375000 Penalty: 4798.091309
	Iteration 49Q: 3 clusters Score -2013650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2013656.000000 Penalty: 4798.091309
	Iteration 50Q: 3 clusters Score -2013656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2013660.875000 Penalty: 4798.091309
	Iteration 51Q: 3 clusters Score -2013661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2013665.375000 Penalty: 4798.091309
	Iteration 52Q: 3 clusters Score -2013665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2013664.500000 Penalty: 4798.091309
	Iteration 53Q: 3 clusters Score -2013664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2013671.875000 Penalty: 4798.091309
	Iteration 54Q: 3 clusters Score -2013672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2013677.500000 Penalty: 4798.091309
	Iteration 55Q: 3 clusters Score -2013678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2013684.500000 Penalty: 4798.091309
	Iteration 56Q: 3 clusters Score -2013684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2013688.625000 Penalty: 4798.091309
	Iteration 57Q: 3 clusters Score -2013689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2013689.000000 Penalty: 4798.091309
	Iteration 58Q: 3 clusters Score -2013689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2013694.625000 Penalty: 4798.091309
	Iteration 59Q: 3 clusters Score -2013695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2013697.000000 Penalty: 4798.091309
	Iteration 60F: 3 clusters Score -2013697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2013697.500000 Penalty: 4798.091309
	Iteration 61Q: 3 clusters Score -2013698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2013698.375000 Penalty: 4798.091309
	Iteration 62Q: 3 clusters Score -2013698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2013697.375000 Penalty: 4798.091309
	Iteration 63Q: 3 clusters Score -2013697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2013698.875000 Penalty: 4798.091309
	Iteration 64Q: 3 clusters Score -2013699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2013696.750000 Penalty: 4798.091309
	Iteration 65Q: 3 clusters Score -2013697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2013703.000000 Penalty: 4798.091309
	Iteration 66Q: 3 clusters Score -2013703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2013705.625000 Penalty: 4798.091309
	Iteration 67Q: 3 clusters Score -2013706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2013704.250000 Penalty: 4798.091309
	Iteration 68Q: 3 clusters Score -2013704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2013708.500000 Penalty: 4798.091309
	Iteration 69Q: 3 clusters Score -2013708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2013709.500000 Penalty: 4798.091309
	Iteration 70Q: 3 clusters Score -2013710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2013711.875000 Penalty: 4798.091309
	Iteration 71Q: 3 clusters Score -2013712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2013713.875000 Penalty: 4798.091309
	Iteration 72Q: 3 clusters Score -2013714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2013713.875000 Penalty: 4798.091309
	Iteration 73Q: 3 clusters Score -2013714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2013715.250000 Penalty: 4798.091309
	Iteration 74Q: 3 clusters Score -2013715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2013719.250000 Penalty: 4798.091309
	Iteration 75Q: 3 clusters Score -2013719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2013720.875000 Penalty: 4798.091309
	Iteration 76Q: 3 clusters Score -2013721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2013723.875000 Penalty: 4798.091309
	Iteration 77Q: 3 clusters Score -2013724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2013726.125000 Penalty: 4798.091309
	Iteration 78Q: 3 clusters Score -2013726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2013724.000000 Penalty: 4798.091309
	Iteration 79Q: 3 clusters Score -2013724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2013729.875000 Penalty: 4798.091309
	Iteration 80F: 3 clusters Score -2013730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2013734.000000 Penalty: 4798.091309
	Iteration 81Q: 3 clusters Score -2013734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2013734.000000 Penalty: 4798.091309
	Iteration 82Q: 3 clusters Score -2013734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2013737.000000 Penalty: 4798.091309
	Iteration 83Q: 3 clusters Score -2013737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2013740.375000 Penalty: 4798.091309
	Iteration 84Q: 3 clusters Score -2013740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2013740.125000 Penalty: 4798.091309
	Iteration 85Q: 3 clusters Score -2013740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2013741.875000 Penalty: 4798.091309
	Iteration 86Q: 3 clusters Score -2013742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2013744.375000 Penalty: 4798.091309
	Iteration 87Q: 3 clusters Score -2013744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2013742.750000 Penalty: 4798.091309
	Iteration 88Q: 3 clusters Score -2013743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2013742.375000 Penalty: 4798.091309
	Iteration 89Q: 3 clusters Score -2013742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2013747.750000 Penalty: 4798.091309
	Iteration 90Q: 3 clusters Score -2013748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2013748.875000 Penalty: 4798.091309
	Iteration 91Q: 3 clusters Score -2013749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2013748.875000 Penalty: 4798.091309
	Iteration 92Q: 3 clusters Score -2013749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2013748.500000 Penalty: 4798.091309
	Iteration 93Q: 3 clusters Score -2013748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2013748.500000 Penalty: 4798.091309
	Iteration 94F: 3 clusters Score -2013748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164660 members 
Entering Unmasked Estep 
Score: -20713658.000000 Penalty: 2978.886230
	Iteration 0F: 2 clusters Score -2.071366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -20608706.000000 Penalty: 5957.772461
	Iteration 0F: 3 clusters Score -2.060871e+07 nChanged 78579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -20654062.000000 Penalty: 5957.772461
	Iteration 1F: 3 clusters Score -2.065406e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -20654912.000000 Penalty: 5957.772461
	Iteration 2Q: 3 clusters Score -2.065491e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -20655908.000000 Penalty: 5957.772461
	Iteration 3Q: 3 clusters Score -2.065591e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -20657200.000000 Penalty: 5957.772461
	Iteration 4Q: 3 clusters Score -2.06572e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -20658802.000000 Penalty: 5957.772461
	Iteration 5Q: 3 clusters Score -2.06588e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -20661168.000000 Penalty: 5957.772461
	Iteration 6Q: 3 clusters Score -2.066117e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -20664732.000000 Penalty: 5957.772461
	Iteration 7Q: 3 clusters Score -2.066473e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -20670518.000000 Penalty: 5957.772461
	Iteration 8F: 3 clusters Score -2.067052e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -20678518.000000 Penalty: 5957.772461
	Iteration 9F: 3 clusters Score -2.067852e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -20687416.000000 Penalty: 5957.772461
	Iteration 10F: 3 clusters Score -2.068742e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -20693858.000000 Penalty: 5957.772461
	Iteration 11F: 3 clusters Score -2.069386e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -20697018.000000 Penalty: 5957.772461
	Iteration 12Q: 3 clusters Score -2.069702e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -20698542.000000 Penalty: 5957.772461
	Iteration 13Q: 3 clusters Score -2.069854e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -20699200.000000 Penalty: 5957.772461
	Iteration 14Q: 3 clusters Score -2.06992e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -20699598.000000 Penalty: 5957.772461
	Iteration 15Q: 3 clusters Score -2.06996e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -20699978.000000 Penalty: 5957.772461
	Iteration 16Q: 3 clusters Score -2.069998e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -20700528.000000 Penalty: 5957.772461
	Iteration 17Q: 3 clusters Score -2.070053e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -20700956.000000 Penalty: 5957.772461
	Iteration 18Q: 3 clusters Score -2.070096e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -20701358.000000 Penalty: 5957.772461
	Iteration 19Q: 3 clusters Score -2.070136e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -20701720.000000 Penalty: 5957.772461
	Iteration 20F: 3 clusters Score -2.070172e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -20702074.000000 Penalty: 5957.772461
	Iteration 21Q: 3 clusters Score -2.070207e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -20702320.000000 Penalty: 5957.772461
	Iteration 22Q: 3 clusters Score -2.070232e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -20702544.000000 Penalty: 5957.772461
	Iteration 23Q: 3 clusters Score -2.070254e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -20702848.000000 Penalty: 5957.772461
	Iteration 24Q: 3 clusters Score -2.070285e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 118380 members 
Entering Unmasked Estep 
Score: -20703152.000000 Penalty: 5957.772461
	Iteration 25Q: 3 clusters Score -2.070315e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -20703462.000000 Penalty: 5957.772461
	Iteration 26Q: 3 clusters Score -2.070346e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
Score: -20703754.000000 Penalty: 5957.772461
	Iteration 27Q: 3 clusters Score -2.070375e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -20704052.000000 Penalty: 5957.772461
	Iteration 28Q: 3 clusters Score -2.070405e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 123408 members 
Entering Unmasked Estep 
Score: -20704368.000000 Penalty: 5957.772461
	Iteration 29Q: 3 clusters Score -2.070437e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 124878 members 
Entering Unmasked Estep 
Score: -20704784.000000 Penalty: 5957.772461
	Iteration 30Q: 3 clusters Score -2.070478e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -20705096.000000 Penalty: 5957.772461
	Iteration 31Q: 3 clusters Score -2.07051e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -20705466.000000 Penalty: 5957.772461
	Iteration 32Q: 3 clusters Score -2.070547e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -20705856.000000 Penalty: 5957.772461
	Iteration 33Q: 3 clusters Score -2.070586e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -20706266.000000 Penalty: 5957.772461
	Iteration 34Q: 3 clusters Score -2.070627e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -20706670.000000 Penalty: 5957.772461
	Iteration 35Q: 3 clusters Score -2.070667e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
Score: -20707162.000000 Penalty: 5957.772461
	Iteration 36Q: 3 clusters Score -2.070716e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 137087 members 
Entering Unmasked Estep 
Score: -20707612.000000 Penalty: 5957.772461
	Iteration 37Q: 3 clusters Score -2.070761e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 138950 members 
Entering Unmasked Estep 
Score: -20708164.000000 Penalty: 5957.772461
	Iteration 38Q: 3 clusters Score -2.070816e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 140757 members 
Entering Unmasked Estep 
Score: -20708744.000000 Penalty: 5957.772461
	Iteration 39Q: 3 clusters Score -2.070874e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 142561 members 
Entering Unmasked Estep 
Score: -20709292.000000 Penalty: 5957.772461
	Iteration 40F: 3 clusters Score -2.070929e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 144327 members 
Entering Unmasked Estep 
Score: -20709898.000000 Penalty: 5957.772461
	Iteration 41Q: 3 clusters Score -2.07099e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -20710398.000000 Penalty: 5957.772461
	Iteration 42Q: 3 clusters Score -2.07104e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 147769 members 
Entering Unmasked Estep 
Score: -20710800.000000 Penalty: 5957.772461
	Iteration 43Q: 3 clusters Score -2.07108e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -20711268.000000 Penalty: 5957.772461
	Iteration 44Q: 3 clusters Score -2.071127e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 151043 members 
Entering Unmasked Estep 
Score: -20711624.000000 Penalty: 5957.772461
	Iteration 45Q: 3 clusters Score -2.071162e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -20711864.000000 Penalty: 5957.772461
	Iteration 46Q: 3 clusters Score -2.071186e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 153938 members 
Entering Unmasked Estep 
Score: -20712130.000000 Penalty: 5957.772461
	Iteration 47Q: 3 clusters Score -2.071213e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -20712204.000000 Penalty: 5957.772461
	Iteration 48Q: 3 clusters Score -2.07122e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 156200 members 
Entering Unmasked Estep 
Score: -20712284.000000 Penalty: 5957.772461
	Iteration 49Q: 3 clusters Score -2.071228e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -20712332.000000 Penalty: 5957.772461
	Iteration 50Q: 3 clusters Score -2.071233e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -20712300.000000 Penalty: 5957.772461
	Iteration 51Q: 3 clusters Score -2.07123e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -20712222.000000 Penalty: 5957.772461
	Iteration 52Q: 3 clusters Score -2.071222e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -20712184.000000 Penalty: 5957.772461
	Iteration 53Q: 3 clusters Score -2.071218e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -20712132.000000 Penalty: 5957.772461
	Iteration 54Q: 3 clusters Score -2.071213e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 160023 members 
Entering Unmasked Estep 
Score: -20712092.000000 Penalty: 5957.772461
	Iteration 55Q: 3 clusters Score -2.071209e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -20712080.000000 Penalty: 5957.772461
	Iteration 56Q: 3 clusters Score -2.071208e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -20712034.000000 Penalty: 5957.772461
	Iteration 57Q: 3 clusters Score -2.071203e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 160899 members 
Entering Unmasked Estep 
Score: -20712038.000000 Penalty: 5957.772461
	Iteration 58Q: 3 clusters Score -2.071204e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -20712020.000000 Penalty: 5957.772461
	Iteration 59Q: 3 clusters Score -2.071202e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 161337 members 
Entering Unmasked Estep 
Score: -20711968.000000 Penalty: 5957.772461
	Iteration 60F: 3 clusters Score -2.071197e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -20711950.000000 Penalty: 5957.772461
	Iteration 61Q: 3 clusters Score -2.071195e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 161613 members 
Entering Unmasked Estep 
Score: -20711948.000000 Penalty: 5957.772461
	Iteration 62Q: 3 clusters Score -2.071195e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -20711936.000000 Penalty: 5957.772461
	Iteration 63Q: 3 clusters Score -2.071194e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 161799 members 
Entering Unmasked Estep 
Score: -20711926.000000 Penalty: 5957.772461
	Iteration 64Q: 3 clusters Score -2.071193e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 161883 members 
Entering Unmasked Estep 
Score: -20711894.000000 Penalty: 5957.772461
	Iteration 65Q: 3 clusters Score -2.071189e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 161976 members 
Entering Unmasked Estep 
Score: -20711874.000000 Penalty: 5957.772461
	Iteration 66Q: 3 clusters Score -2.071187e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 162064 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 67Q: 3 clusters Score -2.071186e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -20711852.000000 Penalty: 5957.772461
	Iteration 68Q: 3 clusters Score -2.071185e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -20711896.000000 Penalty: 5957.772461
	Iteration 69Q: 3 clusters Score -2.07119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -20711854.000000 Penalty: 5957.772461
	Iteration 70Q: 3 clusters Score -2.071185e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 71Q: 3 clusters Score -2.071186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -20711878.000000 Penalty: 5957.772461
	Iteration 72Q: 3 clusters Score -2.071188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 162331 members 
Entering Unmasked Estep 
Score: -20711846.000000 Penalty: 5957.772461
	Iteration 73Q: 3 clusters Score -2.071185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 162370 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 74Q: 3 clusters Score -2.071184e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -20711842.000000 Penalty: 5957.772461
	Iteration 75Q: 3 clusters Score -2.071184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -20711850.000000 Penalty: 5957.772461
	Iteration 76Q: 3 clusters Score -2.071185e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 162482 members 
Entering Unmasked Estep 
Score: -20711850.000000 Penalty: 5957.772461
	Iteration 77Q: 3 clusters Score -2.071185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 162512 members 
Entering Unmasked Estep 
Score: -20711902.000000 Penalty: 5957.772461
	Iteration 78Q: 3 clusters Score -2.07119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -20711906.000000 Penalty: 5957.772461
	Iteration 79Q: 3 clusters Score -2.071191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 162557 members 
Entering Unmasked Estep 
Score: -20711894.000000 Penalty: 5957.772461
	Iteration 80F: 3 clusters Score -2.071189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -20711884.000000 Penalty: 5957.772461
	Iteration 81Q: 3 clusters Score -2.071188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -20711888.000000 Penalty: 5957.772461
	Iteration 82Q: 3 clusters Score -2.071189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 162586 members 
Entering Unmasked Estep 
Score: -20711882.000000 Penalty: 5957.772461
	Iteration 83Q: 3 clusters Score -2.071188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 162593 members 
Entering Unmasked Estep 
Score: -20711884.000000 Penalty: 5957.772461
	Iteration 84Q: 3 clusters Score -2.071188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 162602 members 
Entering Unmasked Estep 
Score: -20711878.000000 Penalty: 5957.772461
	Iteration 85Q: 3 clusters Score -2.071188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 162610 members 
Entering Unmasked Estep 
Score: -20711884.000000 Penalty: 5957.772461
	Iteration 86Q: 3 clusters Score -2.071188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 162617 members 
Entering Unmasked Estep 
Score: -20711880.000000 Penalty: 5957.772461
	Iteration 87Q: 3 clusters Score -2.071188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -20711876.000000 Penalty: 5957.772461
	Iteration 88Q: 3 clusters Score -2.071188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -20711870.000000 Penalty: 5957.772461
	Iteration 89Q: 3 clusters Score -2.071187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 162641 members 
Entering Unmasked Estep 
Score: -20711862.000000 Penalty: 5957.772461
	Iteration 90Q: 3 clusters Score -2.071186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -20711862.000000 Penalty: 5957.772461
	Iteration 91Q: 3 clusters Score -2.071186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 162659 members 
Entering Unmasked Estep 
Score: -20711862.000000 Penalty: 5957.772461
	Iteration 92Q: 3 clusters Score -2.071186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -20711862.000000 Penalty: 5957.772461
	Iteration 93Q: 3 clusters Score -2.071186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -20711872.000000 Penalty: 5957.772461
	Iteration 94Q: 3 clusters Score -2.071187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -20711882.000000 Penalty: 5957.772461
	Iteration 95Q: 3 clusters Score -2.071188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -20711876.000000 Penalty: 5957.772461
	Iteration 96Q: 3 clusters Score -2.071188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -20711870.000000 Penalty: 5957.772461
	Iteration 97Q: 3 clusters Score -2.071187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 162729 members 
Entering Unmasked Estep 
Score: -20711884.000000 Penalty: 5957.772461
	Iteration 98Q: 3 clusters Score -2.071188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -20711880.000000 Penalty: 5957.772461
	Iteration 99Q: 3 clusters Score -2.071188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 162758 members 
Entering Unmasked Estep 
Score: -20711858.000000 Penalty: 5957.772461
	Iteration 100F: 3 clusters Score -2.071186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -20711864.000000 Penalty: 5957.772461
	Iteration 101Q: 3 clusters Score -2.071186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 162765 members 
Entering Unmasked Estep 
Score: -20711854.000000 Penalty: 5957.772461
	Iteration 102Q: 3 clusters Score -2.071185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 162775 members 
Entering Unmasked Estep 
Score: -20711864.000000 Penalty: 5957.772461
	Iteration 103Q: 3 clusters Score -2.071186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 162780 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 104Q: 3 clusters Score -2.071186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -20711850.000000 Penalty: 5957.772461
	Iteration 105Q: 3 clusters Score -2.071185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -20711846.000000 Penalty: 5957.772461
	Iteration 106Q: 3 clusters Score -2.071185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -20711850.000000 Penalty: 5957.772461
	Iteration 107Q: 3 clusters Score -2.071185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -20711864.000000 Penalty: 5957.772461
	Iteration 108Q: 3 clusters Score -2.071186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -20711846.000000 Penalty: 5957.772461
	Iteration 109Q: 3 clusters Score -2.071185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 162822 members 
Entering Unmasked Estep 
Score: -20711852.000000 Penalty: 5957.772461
	Iteration 110Q: 3 clusters Score -2.071185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -20711848.000000 Penalty: 5957.772461
	Iteration 111Q: 3 clusters Score -2.071185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 112Q: 3 clusters Score -2.071186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 113Q: 3 clusters Score -2.071186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -20711854.000000 Penalty: 5957.772461
	Iteration 114Q: 3 clusters Score -2.071185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 162855 members 
Entering Unmasked Estep 
Score: -20711854.000000 Penalty: 5957.772461
	Iteration 115Q: 3 clusters Score -2.071185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 162864 members 
Entering Unmasked Estep 
Score: -20711840.000000 Penalty: 5957.772461
	Iteration 116Q: 3 clusters Score -2.071184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -20711834.000000 Penalty: 5957.772461
	Iteration 117Q: 3 clusters Score -2.071183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 162877 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 118Q: 3 clusters Score -2.071186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 162882 members 
Entering Unmasked Estep 
Score: -20711850.000000 Penalty: 5957.772461
	Iteration 119Q: 3 clusters Score -2.071185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 120F: 3 clusters Score -2.071184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 162895 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 121Q: 3 clusters Score -2.071184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -20711846.000000 Penalty: 5957.772461
	Iteration 122Q: 3 clusters Score -2.071185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 123Q: 3 clusters Score -2.071184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -20711860.000000 Penalty: 5957.772461
	Iteration 124Q: 3 clusters Score -2.071186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 162907 members 
Entering Unmasked Estep 
Score: -20711854.000000 Penalty: 5957.772461
	Iteration 125Q: 3 clusters Score -2.071185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -20711848.000000 Penalty: 5957.772461
	Iteration 126Q: 3 clusters Score -2.071185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -20711858.000000 Penalty: 5957.772461
	Iteration 127Q: 3 clusters Score -2.071186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 128Q: 3 clusters Score -2.071186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5957.772461
	Iteration 129Q: 3 clusters Score -2.071186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -20711854.000000 Penalty: 5957.772461
	Iteration 130Q: 3 clusters Score -2.071185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 162951 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 131Q: 3 clusters Score -2.071184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -20711842.000000 Penalty: 5957.772461
	Iteration 132Q: 3 clusters Score -2.071184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -20711838.000000 Penalty: 5957.772461
	Iteration 133Q: 3 clusters Score -2.071184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 162968 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 134Q: 3 clusters Score -2.071184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -20711836.000000 Penalty: 5957.772461
	Iteration 135Q: 3 clusters Score -2.071184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -20711834.000000 Penalty: 5957.772461
	Iteration 136Q: 3 clusters Score -2.071183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -20711834.000000 Penalty: 5957.772461
	Iteration 137Q: 3 clusters Score -2.071183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -20711824.000000 Penalty: 5957.772461
	Iteration 138Q: 3 clusters Score -2.071182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
Score: -20711842.000000 Penalty: 5957.772461
	Iteration 139Q: 3 clusters Score -2.071184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -20711844.000000 Penalty: 5957.772461
	Iteration 140F: 3 clusters Score -2.071184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 163019 members 
Entering Unmasked Estep 
Score: -20711838.000000 Penalty: 5957.772461
	Iteration 141Q: 3 clusters Score -2.071184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -20711818.000000 Penalty: 5957.772461
	Iteration 142Q: 3 clusters Score -2.071182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -20711818.000000 Penalty: 5957.772461
	Iteration 143Q: 3 clusters Score -2.071182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -20711814.000000 Penalty: 5957.772461
	Iteration 144Q: 3 clusters Score -2.071181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -20711818.000000 Penalty: 5957.772461
	Iteration 145Q: 3 clusters Score -2.071182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -20711828.000000 Penalty: 5957.772461
	Iteration 146Q: 3 clusters Score -2.071183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -20711822.000000 Penalty: 5957.772461
	Iteration 147Q: 3 clusters Score -2.071182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -20711824.000000 Penalty: 5957.772461
	Iteration 148Q: 3 clusters Score -2.071182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -20711824.000000 Penalty: 5957.772461
	Iteration 149F: 3 clusters Score -2.071182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -29401.753906 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -29401.75 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 150 members 
Entering Unmasked Estep 
Score: -28434.976562 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -28434.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28808.261719 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -28808.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29207.054688 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -29207.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29595.585938 Penalty: 2870.301025
	Iteration 3F: 3 clusters Score -29595.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30054.740234 Penalty: 2870.301025
	Iteration 4F: 3 clusters Score -30054.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30255.455078 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -30255.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30271.843750 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -30271.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30295.824219 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -30295.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30324.882812 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -30324.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30339.511719 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -30339.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30363.507812 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -30363.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30369.687500 Penalty: 2870.301025
	Iteration 11F: 3 clusters Score -30369.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30416.302734 Penalty: 2870.301025
	Iteration 12Q: 3 clusters Score -30416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30474.132812 Penalty: 2870.301025
	Iteration 13Q: 3 clusters Score -30474.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30474.132812 Penalty: 2870.301025
	Iteration 14F: 3 clusters Score -30474.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 28804 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 55964 members 
Mstep: Class 10 contains 220131 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15892 members 
Mstep: Class 14 contains 164660 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 158465 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165350 members 
Mstep: Class 21 contains 173 members 
Entering Unmasked Estep 
Score: -105727688.000000 Penalty: 71147.250000
Splitting cluster 15 changes total score from -105728408.000000 to -105727688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -19996388.000000 Penalty: 2969.375732
	Iteration 0F: 2 clusters Score -1.999639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -19894166.000000 Penalty: 5938.751465
	Iteration 0F: 3 clusters Score -1.989417e+07 nChanged 75781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -19938294.000000 Penalty: 5938.751465
	Iteration 1F: 3 clusters Score -1.993829e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -19939598.000000 Penalty: 5938.751465
	Iteration 2Q: 3 clusters Score -1.99396e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -19941418.000000 Penalty: 5938.751465
	Iteration 3Q: 3 clusters Score -1.994142e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -19943858.000000 Penalty: 5938.751465
	Iteration 4Q: 3 clusters Score -1.994386e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -19946956.000000 Penalty: 5938.751465
	Iteration 5Q: 3 clusters Score -1.994696e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -19951024.000000 Penalty: 5938.751465
	Iteration 6Q: 3 clusters Score -1.995102e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -19956080.000000 Penalty: 5938.751465
	Iteration 7F: 3 clusters Score -1.995608e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -19961520.000000 Penalty: 5938.751465
	Iteration 8F: 3 clusters Score -1.996152e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 109212 members 
Entering Unmasked Estep 
Score: -19967168.000000 Penalty: 5938.751465
	Iteration 9F: 3 clusters Score -1.996717e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -19972572.000000 Penalty: 5938.751465
	Iteration 10F: 3 clusters Score -1.997257e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -19976352.000000 Penalty: 5938.751465
	Iteration 11Q: 3 clusters Score -1.997635e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -19978992.000000 Penalty: 5938.751465
	Iteration 12Q: 3 clusters Score -1.997899e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -19980952.000000 Penalty: 5938.751465
	Iteration 13Q: 3 clusters Score -1.998095e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 127817 members 
Entering Unmasked Estep 
Score: -19982316.000000 Penalty: 5938.751465
	Iteration 14Q: 3 clusters Score -1.998232e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 130920 members 
Entering Unmasked Estep 
Score: -19983678.000000 Penalty: 5938.751465
	Iteration 15Q: 3 clusters Score -1.998368e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -19985022.000000 Penalty: 5938.751465
	Iteration 16Q: 3 clusters Score -1.998502e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -19986494.000000 Penalty: 5938.751465
	Iteration 17Q: 3 clusters Score -1.998649e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -19988016.000000 Penalty: 5938.751465
	Iteration 18Q: 3 clusters Score -1.998802e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -19989406.000000 Penalty: 5938.751465
	Iteration 19Q: 3 clusters Score -1.998941e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -19990786.000000 Penalty: 5938.751465
	Iteration 20F: 3 clusters Score -1.999079e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -19991920.000000 Penalty: 5938.751465
	Iteration 21Q: 3 clusters Score -1.999192e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -19992620.000000 Penalty: 5938.751465
	Iteration 22Q: 3 clusters Score -1.999262e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 151291 members 
Entering Unmasked Estep 
Score: -19993194.000000 Penalty: 5938.751465
	Iteration 23Q: 3 clusters Score -1.999319e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 152596 members 
Entering Unmasked Estep 
Score: -19993570.000000 Penalty: 5938.751465
	Iteration 24Q: 3 clusters Score -1.999357e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -19993780.000000 Penalty: 5938.751465
	Iteration 25Q: 3 clusters Score -1.999378e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -19993972.000000 Penalty: 5938.751465
	Iteration 26Q: 3 clusters Score -1.999397e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -19993984.000000 Penalty: 5938.751465
	Iteration 27Q: 3 clusters Score -1.999398e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 155620 members 
Entering Unmasked Estep 
Score: -19994048.000000 Penalty: 5938.751465
	Iteration 28Q: 3 clusters Score -1.999405e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 156008 members 
Entering Unmasked Estep 
Score: -19994172.000000 Penalty: 5938.751465
	Iteration 29Q: 3 clusters Score -1.999417e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 156296 members 
Entering Unmasked Estep 
Score: -19994232.000000 Penalty: 5938.751465
	Iteration 30Q: 3 clusters Score -1.999423e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -19994272.000000 Penalty: 5938.751465
	Iteration 31Q: 3 clusters Score -1.999427e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -19994284.000000 Penalty: 5938.751465
	Iteration 32Q: 3 clusters Score -1.999428e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -19994276.000000 Penalty: 5938.751465
	Iteration 33Q: 3 clusters Score -1.999428e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -19994250.000000 Penalty: 5938.751465
	Iteration 34Q: 3 clusters Score -1.999425e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 156982 members 
Entering Unmasked Estep 
Score: -19994252.000000 Penalty: 5938.751465
	Iteration 35Q: 3 clusters Score -1.999425e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -19994256.000000 Penalty: 5938.751465
	Iteration 36Q: 3 clusters Score -1.999426e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 157093 members 
Entering Unmasked Estep 
Score: -19994258.000000 Penalty: 5938.751465
	Iteration 37Q: 3 clusters Score -1.999426e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -19994278.000000 Penalty: 5938.751465
	Iteration 38Q: 3 clusters Score -1.999428e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -19994278.000000 Penalty: 5938.751465
	Iteration 39Q: 3 clusters Score -1.999428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -19994266.000000 Penalty: 5938.751465
	Iteration 40F: 3 clusters Score -1.999427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 157256 members 
Entering Unmasked Estep 
Score: -19994270.000000 Penalty: 5938.751465
	Iteration 41Q: 3 clusters Score -1.999427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -19994280.000000 Penalty: 5938.751465
	Iteration 42Q: 3 clusters Score -1.999428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -19994250.000000 Penalty: 5938.751465
	Iteration 43Q: 3 clusters Score -1.999425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -19994250.000000 Penalty: 5938.751465
	Iteration 44Q: 3 clusters Score -1.999425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -19994240.000000 Penalty: 5938.751465
	Iteration 45Q: 3 clusters Score -1.999424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 157369 members 
Entering Unmasked Estep 
Score: -19994246.000000 Penalty: 5938.751465
	Iteration 46Q: 3 clusters Score -1.999425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 157379 members 
Entering Unmasked Estep 
Score: -19994246.000000 Penalty: 5938.751465
	Iteration 47Q: 3 clusters Score -1.999425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -19994216.000000 Penalty: 5938.751465
	Iteration 48Q: 3 clusters Score -1.999422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -19994226.000000 Penalty: 5938.751465
	Iteration 49Q: 3 clusters Score -1.999423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 157416 members 
Entering Unmasked Estep 
Score: -19994234.000000 Penalty: 5938.751465
	Iteration 50Q: 3 clusters Score -1.999423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 157423 members 
Entering Unmasked Estep 
Score: -19994260.000000 Penalty: 5938.751465
	Iteration 51Q: 3 clusters Score -1.999426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -19994242.000000 Penalty: 5938.751465
	Iteration 52Q: 3 clusters Score -1.999424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -19994262.000000 Penalty: 5938.751465
	Iteration 53Q: 3 clusters Score -1.999426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -19994270.000000 Penalty: 5938.751465
	Iteration 54Q: 3 clusters Score -1.999427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -19994270.000000 Penalty: 5938.751465
	Iteration 55Q: 3 clusters Score -1.999427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -19994274.000000 Penalty: 5938.751465
	Iteration 56Q: 3 clusters Score -1.999427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 157445 members 
Entering Unmasked Estep 
Score: -19994278.000000 Penalty: 5938.751465
	Iteration 57Q: 3 clusters Score -1.999428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 157445 members 
Entering Unmasked Estep 
Score: -19994278.000000 Penalty: 5938.751465
	Iteration 58F: 3 clusters Score -1.999428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -125323.242188 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -125323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123347.398438 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -123347.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124204.375000 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -124204.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125052.656250 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -125052.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125790.734375 Penalty: 3505.390625
	Iteration 3F: 3 clusters Score -125790.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -126169.914062 Penalty: 3505.390625
	Iteration 4F: 3 clusters Score -126169.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -126425.984375 Penalty: 3505.390625
	Iteration 5F: 3 clusters Score -126426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -126562.953125 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -126563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -126620.523438 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -126620.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -126666.890625 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -126666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -126699.140625 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -126699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -126713.234375 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -126713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -126728.492188 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -126728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -126735.757812 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -126735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -126738.867188 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -126738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -126738.867188 Penalty: 3505.390625
	Iteration 14F: 3 clusters Score -126738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 28804 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 55964 members 
Mstep: Class 10 contains 220131 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15892 members 
Mstep: Class 14 contains 164660 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158465 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165350 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
Score: -105728336.000000 Penalty: 71147.250000
Splitting cluster 17 changes total score from -105728408.000000 to -105728336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (22628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Entering Unmasked Estep 
Score: -2885147.250000 Penalty: 2486.681885
	Iteration 0F: 2 clusters Score -2885147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2869471.000000 Penalty: 4973.363770
	Iteration 0F: 3 clusters Score -2869471 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2874770.500000 Penalty: 4973.363770
	Iteration 1F: 3 clusters Score -2874770 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2875145.250000 Penalty: 4973.363770
	Iteration 2Q: 3 clusters Score -2875145 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2875453.000000 Penalty: 4973.363770
	Iteration 3Q: 3 clusters Score -2875453 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2875726.250000 Penalty: 4973.363770
	Iteration 4Q: 3 clusters Score -2875726 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2875969.250000 Penalty: 4973.363770
	Iteration 5Q: 3 clusters Score -2875969 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2876248.750000 Penalty: 4973.363770
	Iteration 6Q: 3 clusters Score -2876249 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2876560.000000 Penalty: 4973.363770
	Iteration 7Q: 3 clusters Score -2876560 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2876882.750000 Penalty: 4973.363770
	Iteration 8Q: 3 clusters Score -2876883 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2877225.500000 Penalty: 4973.363770
	Iteration 9Q: 3 clusters Score -2877226 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2877666.000000 Penalty: 4973.363770
	Iteration 10Q: 3 clusters Score -2877666 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2878174.750000 Penalty: 4973.363770
	Iteration 11Q: 3 clusters Score -2878175 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2878824.250000 Penalty: 4973.363770
	Iteration 12Q: 3 clusters Score -2878824 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2879474.250000 Penalty: 4973.363770
	Iteration 13Q: 3 clusters Score -2879474 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2880064.250000 Penalty: 4973.363770
	Iteration 14Q: 3 clusters Score -2880064 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2880623.000000 Penalty: 4973.363770
	Iteration 15Q: 3 clusters Score -2880623 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2881021.000000 Penalty: 4973.363770
	Iteration 16Q: 3 clusters Score -2881021 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2881329.250000 Penalty: 4973.363770
	Iteration 17Q: 3 clusters Score -2881329 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2881558.750000 Penalty: 4973.363770
	Iteration 18Q: 3 clusters Score -2881559 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2881735.750000 Penalty: 4973.363770
	Iteration 19Q: 3 clusters Score -2881736 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2881880.750000 Penalty: 4973.363770
	Iteration 20F: 3 clusters Score -2881881 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2881996.000000 Penalty: 4973.363770
	Iteration 21Q: 3 clusters Score -2881996 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2882098.000000 Penalty: 4973.363770
	Iteration 22Q: 3 clusters Score -2882098 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2882225.500000 Penalty: 4973.363770
	Iteration 23Q: 3 clusters Score -2882226 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2882357.000000 Penalty: 4973.363770
	Iteration 24Q: 3 clusters Score -2882357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2882428.250000 Penalty: 4973.363770
	Iteration 25Q: 3 clusters Score -2882428 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2882507.500000 Penalty: 4973.363770
	Iteration 26Q: 3 clusters Score -2882508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2882589.000000 Penalty: 4973.363770
	Iteration 27Q: 3 clusters Score -2882589 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2882640.500000 Penalty: 4973.363770
	Iteration 28Q: 3 clusters Score -2882640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2882682.000000 Penalty: 4973.363770
	Iteration 29Q: 3 clusters Score -2882682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2882728.000000 Penalty: 4973.363770
	Iteration 30Q: 3 clusters Score -2882728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2882777.250000 Penalty: 4973.363770
	Iteration 31Q: 3 clusters Score -2882777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2882812.750000 Penalty: 4973.363770
	Iteration 32Q: 3 clusters Score -2882813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2882844.250000 Penalty: 4973.363770
	Iteration 33Q: 3 clusters Score -2882844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2882856.500000 Penalty: 4973.363770
	Iteration 34Q: 3 clusters Score -2882856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2882872.500000 Penalty: 4973.363770
	Iteration 35Q: 3 clusters Score -2882872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2882894.750000 Penalty: 4973.363770
	Iteration 36Q: 3 clusters Score -2882895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2882908.250000 Penalty: 4973.363770
	Iteration 37Q: 3 clusters Score -2882908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2882921.000000 Penalty: 4973.363770
	Iteration 38Q: 3 clusters Score -2882921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2882932.250000 Penalty: 4973.363770
	Iteration 39Q: 3 clusters Score -2882932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2882934.500000 Penalty: 4973.363770
	Iteration 40F: 3 clusters Score -2882934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2882943.250000 Penalty: 4973.363770
	Iteration 41Q: 3 clusters Score -2882943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2882954.000000 Penalty: 4973.363770
	Iteration 42Q: 3 clusters Score -2882954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2882963.250000 Penalty: 4973.363770
	Iteration 43Q: 3 clusters Score -2882963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2882965.000000 Penalty: 4973.363770
	Iteration 44Q: 3 clusters Score -2882965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2882971.250000 Penalty: 4973.363770
	Iteration 45Q: 3 clusters Score -2882971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2882977.250000 Penalty: 4973.363770
	Iteration 46Q: 3 clusters Score -2882977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2882986.750000 Penalty: 4973.363770
	Iteration 47Q: 3 clusters Score -2882987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2882990.750000 Penalty: 4973.363770
	Iteration 48Q: 3 clusters Score -2882991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2882995.750000 Penalty: 4973.363770
	Iteration 49Q: 3 clusters Score -2882996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2882994.250000 Penalty: 4973.363770
	Iteration 50Q: 3 clusters Score -2882994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2882999.250000 Penalty: 4973.363770
	Iteration 51Q: 3 clusters Score -2882999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2883001.500000 Penalty: 4973.363770
	Iteration 52Q: 3 clusters Score -2883002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2883005.750000 Penalty: 4973.363770
	Iteration 53Q: 3 clusters Score -2883006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2883003.500000 Penalty: 4973.363770
	Iteration 54Q: 3 clusters Score -2883004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2883010.750000 Penalty: 4973.363770
	Iteration 55Q: 3 clusters Score -2883011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2883014.500000 Penalty: 4973.363770
	Iteration 56Q: 3 clusters Score -2883014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2883019.500000 Penalty: 4973.363770
	Iteration 57Q: 3 clusters Score -2883020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2883028.250000 Penalty: 4973.363770
	Iteration 58Q: 3 clusters Score -2883028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2883036.500000 Penalty: 4973.363770
	Iteration 59Q: 3 clusters Score -2883036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2883033.500000 Penalty: 4973.363770
	Iteration 60F: 3 clusters Score -2883034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2883037.750000 Penalty: 4973.363770
	Iteration 61Q: 3 clusters Score -2883038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2883041.500000 Penalty: 4973.363770
	Iteration 62Q: 3 clusters Score -2883042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2883044.000000 Penalty: 4973.363770
	Iteration 63Q: 3 clusters Score -2883044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2883049.500000 Penalty: 4973.363770
	Iteration 64Q: 3 clusters Score -2883050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2883046.500000 Penalty: 4973.363770
	Iteration 65Q: 3 clusters Score -2883046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2883051.250000 Penalty: 4973.363770
	Iteration 66Q: 3 clusters Score -2883051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2883049.250000 Penalty: 4973.363770
	Iteration 67Q: 3 clusters Score -2883049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2883059.000000 Penalty: 4973.363770
	Iteration 68Q: 3 clusters Score -2883059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2883063.000000 Penalty: 4973.363770
	Iteration 69Q: 3 clusters Score -2883063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2883064.000000 Penalty: 4973.363770
	Iteration 70Q: 3 clusters Score -2883064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2883064.000000 Penalty: 4973.363770
	Iteration 71F: 3 clusters Score -2883064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31366.978516 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31366.98 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 167 members 
Entering Unmasked Estep 
Score: -30058.599609 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30058.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30249.759766 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30249.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30345.675781 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30345.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30494.177734 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30494.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30522.421875 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30522.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30522.421875 Penalty: 2867.248779
	Iteration 5F: 3 clusters Score -30522.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Entering Unmasked Estep 
Score: -20802790.000000 Penalty: 2979.923340
	Iteration 0F: 2 clusters Score -2.080279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -20695102.000000 Penalty: 5959.846680
	Iteration 0F: 3 clusters Score -2.06951e+07 nChanged 79366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -20741760.000000 Penalty: 5959.846680
	Iteration 1F: 3 clusters Score -2.074176e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -20743362.000000 Penalty: 5959.846680
	Iteration 2Q: 3 clusters Score -2.074336e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -20745962.000000 Penalty: 5959.846680
	Iteration 3Q: 3 clusters Score -2.074596e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -20750482.000000 Penalty: 5959.846680
	Iteration 4F: 3 clusters Score -2.075048e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -20758320.000000 Penalty: 5959.846680
	Iteration 5F: 3 clusters Score -2.075832e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -20769982.000000 Penalty: 5959.846680
	Iteration 6F: 3 clusters Score -2.076998e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -20783020.000000 Penalty: 5959.846680
	Iteration 7F: 3 clusters Score -2.078302e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -20792954.000000 Penalty: 5959.846680
	Iteration 8F: 3 clusters Score -2.079295e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -20797758.000000 Penalty: 5959.846680
	Iteration 9Q: 3 clusters Score -2.079776e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -20799426.000000 Penalty: 5959.846680
	Iteration 10Q: 3 clusters Score -2.079943e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20799944.000000 Penalty: 5959.846680
	Iteration 11Q: 3 clusters Score -2.079994e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20800110.000000 Penalty: 5959.846680
	Iteration 12Q: 3 clusters Score -2.080011e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20800236.000000 Penalty: 5959.846680
	Iteration 13Q: 3 clusters Score -2.080024e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20800286.000000 Penalty: 5959.846680
	Iteration 14Q: 3 clusters Score -2.080029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20800324.000000 Penalty: 5959.846680
	Iteration 15Q: 3 clusters Score -2.080032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20800362.000000 Penalty: 5959.846680
	Iteration 16Q: 3 clusters Score -2.080036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20800362.000000 Penalty: 5959.846680
	Iteration 17Q: 3 clusters Score -2.080036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20800374.000000 Penalty: 5959.846680
	Iteration 18Q: 3 clusters Score -2.080037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20800396.000000 Penalty: 5959.846680
	Iteration 19Q: 3 clusters Score -2.08004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20800396.000000 Penalty: 5959.846680
	Iteration 20F: 3 clusters Score -2.08004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20800424.000000 Penalty: 5959.846680
	Iteration 21Q: 3 clusters Score -2.080042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20800422.000000 Penalty: 5959.846680
	Iteration 22Q: 3 clusters Score -2.080042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20800428.000000 Penalty: 5959.846680
	Iteration 23Q: 3 clusters Score -2.080043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20800442.000000 Penalty: 5959.846680
	Iteration 24Q: 3 clusters Score -2.080044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164927 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20800462.000000 Penalty: 5959.846680
	Iteration 25Q: 3 clusters Score -2.080046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20800470.000000 Penalty: 5959.846680
	Iteration 26Q: 3 clusters Score -2.080047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20800458.000000 Penalty: 5959.846680
	Iteration 27Q: 3 clusters Score -2.080046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20800454.000000 Penalty: 5959.846680
	Iteration 28Q: 3 clusters Score -2.080045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20800464.000000 Penalty: 5959.846680
	Iteration 29Q: 3 clusters Score -2.080046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -20800462.000000 Penalty: 5959.846680
	Iteration 30Q: 3 clusters Score -2.080046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20800468.000000 Penalty: 5959.846680
	Iteration 31Q: 3 clusters Score -2.080047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20800484.000000 Penalty: 5959.846680
	Iteration 32Q: 3 clusters Score -2.080048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20800470.000000 Penalty: 5959.846680
	Iteration 33Q: 3 clusters Score -2.080047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20800466.000000 Penalty: 5959.846680
	Iteration 34Q: 3 clusters Score -2.080047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20800480.000000 Penalty: 5959.846680
	Iteration 35Q: 3 clusters Score -2.080048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20800476.000000 Penalty: 5959.846680
	Iteration 36Q: 3 clusters Score -2.080048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20800478.000000 Penalty: 5959.846680
	Iteration 37Q: 3 clusters Score -2.080048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20800478.000000 Penalty: 5959.846680
	Iteration 38F: 3 clusters Score -2.080048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 28804 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 55964 members 
Mstep: Class 10 contains 220131 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15892 members 
Mstep: Class 14 contains 164660 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158465 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728544.000000 Penalty: 67759.281250
Iteration 119Q: 21 clusters Score -1.057285e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 29015 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 55906 members 
Mstep: Class 10 contains 219950 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 164676 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158416 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22633 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728600.000000 Penalty: 67759.281250
Iteration 120F: 21 clusters Score -1.057286e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 29192 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 55866 members 
Mstep: Class 10 contains 219776 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 164721 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158396 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22631 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728448.000000 Penalty: 67759.281250
Iteration 121Q: 21 clusters Score -1.057284e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 55825 members 
Mstep: Class 10 contains 219600 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15820 members 
Mstep: Class 14 contains 164772 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158377 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22627 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728408.000000 Penalty: 67759.281250
Iteration 122Q: 21 clusters Score -1.057284e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 29539 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 55789 members 
Mstep: Class 10 contains 219443 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15789 members 
Mstep: Class 14 contains 164808 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158351 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22633 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728608.000000 Penalty: 67759.281250
Iteration 123Q: 21 clusters Score -1.057286e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 7176 members 
Mstep: Class 9 contains 55732 members 
Mstep: Class 10 contains 219312 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15765 members 
Mstep: Class 14 contains 164870 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158308 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22645 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728616.000000 Penalty: 67759.281250
Iteration 124Q: 21 clusters Score -1.057286e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3561 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 29869 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 55675 members 
Mstep: Class 10 contains 219154 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 164918 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158285 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22648 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728720.000000 Penalty: 67759.281250
Iteration 125Q: 21 clusters Score -1.057287e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 30042 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 55626 members 
Mstep: Class 10 contains 218977 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15734 members 
Mstep: Class 14 contains 164950 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158297 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22665 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728648.000000 Penalty: 67759.281250
Iteration 126Q: 21 clusters Score -1.057286e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 30238 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 55585 members 
Mstep: Class 10 contains 218792 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15712 members 
Mstep: Class 14 contains 164995 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 158277 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728712.000000 Penalty: 67759.281250
Iteration 127Q: 21 clusters Score -1.057287e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3544 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 30383 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 55562 members 
Mstep: Class 10 contains 218650 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15691 members 
Mstep: Class 14 contains 165045 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158272 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728784.000000 Penalty: 67759.281250
Iteration 128Q: 21 clusters Score -1.057288e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 30526 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 55527 members 
Mstep: Class 10 contains 218499 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15675 members 
Mstep: Class 14 contains 165064 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158280 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22686 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728784.000000 Penalty: 67759.281250
Iteration 129Q: 21 clusters Score -1.057288e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 30684 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 7313 members 
Mstep: Class 9 contains 55486 members 
Mstep: Class 10 contains 218345 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15665 members 
Mstep: Class 14 contains 165081 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158306 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22676 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728872.000000 Penalty: 67759.281250
Iteration 130Q: 21 clusters Score -1.057289e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3524 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 30829 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 55445 members 
Mstep: Class 10 contains 218200 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15645 members 
Mstep: Class 14 contains 165085 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158328 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22675 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728824.000000 Penalty: 67759.281250
Iteration 131Q: 21 clusters Score -1.057288e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3519 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 30988 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 55410 members 
Mstep: Class 10 contains 218071 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 165075 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158318 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22676 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728848.000000 Penalty: 67759.281250
Iteration 132Q: 21 clusters Score -1.057288e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 31158 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 55367 members 
Mstep: Class 10 contains 217929 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 165052 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158318 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22678 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728864.000000 Penalty: 67759.281250
Iteration 133Q: 21 clusters Score -1.057289e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 31331 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7443 members 
Mstep: Class 9 contains 55321 members 
Mstep: Class 10 contains 217792 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15597 members 
Mstep: Class 14 contains 164995 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158289 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22681 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728856.000000 Penalty: 67759.281250
Iteration 134Q: 21 clusters Score -1.057289e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 31519 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 55275 members 
Mstep: Class 10 contains 217643 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15572 members 
Mstep: Class 14 contains 164948 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158294 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22680 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729056.000000 Penalty: 67759.281250
Iteration 135Q: 21 clusters Score -1.057291e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 31695 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 55242 members 
Mstep: Class 10 contains 217466 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 164897 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158273 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22676 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729024.000000 Penalty: 67759.281250
Iteration 136Q: 21 clusters Score -1.05729e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 31879 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 55208 members 
Mstep: Class 10 contains 217306 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15520 members 
Mstep: Class 14 contains 164880 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158227 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22676 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729016.000000 Penalty: 67759.281250
Iteration 137Q: 21 clusters Score -1.05729e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3480 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 32076 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 55174 members 
Mstep: Class 10 contains 217114 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15513 members 
Mstep: Class 14 contains 164864 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158179 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22669 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729240.000000 Penalty: 67759.281250
Iteration 138Q: 21 clusters Score -1.057292e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 32270 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 55150 members 
Mstep: Class 10 contains 216913 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 14 contains 164845 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158142 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22652 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729080.000000 Penalty: 67759.281250
Iteration 139Q: 21 clusters Score -1.057291e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 32490 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 55097 members 
Mstep: Class 10 contains 216701 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15484 members 
Mstep: Class 14 contains 164839 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158088 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22644 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 165972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729248.000000 Penalty: 67759.281250
Iteration 140F: 21 clusters Score -1.057292e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 32708 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 55060 members 
Mstep: Class 10 contains 216445 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15476 members 
Mstep: Class 14 contains 164854 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158058 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22636 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729312.000000 Penalty: 67759.281250
Iteration 141Q: 21 clusters Score -1.057293e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 32913 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 55028 members 
Mstep: Class 10 contains 216231 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 14 contains 164861 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158044 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22630 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729200.000000 Penalty: 67759.281250
Iteration 142Q: 21 clusters Score -1.057292e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3421 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 7627 members 
Mstep: Class 9 contains 54979 members 
Mstep: Class 10 contains 216050 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15451 members 
Mstep: Class 14 contains 164849 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158051 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22625 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729376.000000 Penalty: 67759.281250
Iteration 143Q: 21 clusters Score -1.057294e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3411 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 33346 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 54936 members 
Mstep: Class 10 contains 215861 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15431 members 
Mstep: Class 14 contains 164831 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158060 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22618 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729352.000000 Penalty: 67759.281250
Iteration 144Q: 21 clusters Score -1.057294e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 33536 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 7642 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 215702 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 164800 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158055 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22616 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729232.000000 Penalty: 67759.281250
Iteration 145Q: 21 clusters Score -1.057292e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 33706 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 54851 members 
Mstep: Class 10 contains 215558 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 164776 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158044 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22608 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729176.000000 Penalty: 67759.281250
Iteration 146Q: 21 clusters Score -1.057292e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3394 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 33890 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 7662 members 
Mstep: Class 9 contains 54795 members 
Mstep: Class 10 contains 215386 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15358 members 
Mstep: Class 14 contains 164750 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158052 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22597 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729328.000000 Penalty: 67759.281250
Iteration 147Q: 21 clusters Score -1.057293e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3390 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 34051 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 54754 members 
Mstep: Class 10 contains 215234 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 164745 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158067 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22590 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729544.000000 Penalty: 67759.281250
Iteration 148Q: 21 clusters Score -1.057295e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 34207 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 54702 members 
Mstep: Class 10 contains 215113 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 164728 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158064 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22583 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729688.000000 Penalty: 67759.281250
Iteration 149Q: 21 clusters Score -1.057297e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 34348 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 54657 members 
Mstep: Class 10 contains 215011 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15296 members 
Mstep: Class 14 contains 164708 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158074 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22570 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729744.000000 Penalty: 67759.281250
Iteration 150Q: 21 clusters Score -1.057297e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 34495 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 54601 members 
Mstep: Class 10 contains 214880 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 164692 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158092 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22549 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729880.000000 Penalty: 67759.281250
Iteration 151Q: 21 clusters Score -1.057299e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3381 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 34651 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 54555 members 
Mstep: Class 10 contains 214706 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15252 members 
Mstep: Class 14 contains 164709 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158114 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22534 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729872.000000 Penalty: 67759.281250
Iteration 152Q: 21 clusters Score -1.057299e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 34820 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 7732 members 
Mstep: Class 9 contains 54518 members 
Mstep: Class 10 contains 214512 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 164721 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158120 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22525 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729904.000000 Penalty: 67759.281250
Iteration 153Q: 21 clusters Score -1.057299e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 34994 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 54471 members 
Mstep: Class 10 contains 214376 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15207 members 
Mstep: Class 14 contains 164726 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158133 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729832.000000 Penalty: 67759.281250
Iteration 154Q: 21 clusters Score -1.057298e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35138 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 7747 members 
Mstep: Class 9 contains 54423 members 
Mstep: Class 10 contains 214275 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15184 members 
Mstep: Class 14 contains 164724 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158127 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22503 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729848.000000 Penalty: 67759.281250
Iteration 155Q: 21 clusters Score -1.057298e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 35270 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 54382 members 
Mstep: Class 10 contains 214199 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15168 members 
Mstep: Class 14 contains 164746 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158110 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22496 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730032.000000 Penalty: 67759.281250
Iteration 156Q: 21 clusters Score -1.0573e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35383 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 54362 members 
Mstep: Class 10 contains 214138 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15156 members 
Mstep: Class 14 contains 164771 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158092 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22491 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730048.000000 Penalty: 67759.281250
Iteration 157Q: 21 clusters Score -1.0573e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3370 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35489 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 7769 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 214058 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 164801 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158087 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22484 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730032.000000 Penalty: 67759.281250
Iteration 158Q: 21 clusters Score -1.0573e+08 nChanged 640
Entering ConstructFrom: 
Score: -105730032.000000 Penalty: 67759.281250
Entering ConstructFrom: 
Trying to split cluster 1 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -706991.812500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -706991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -702104.312500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -702104.3 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -703232.125000 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -703232.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -703424.250000 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -703424.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -703562.562500 Penalty: 4278.252441
	Iteration 3Q: 3 clusters Score -703562.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -703648.250000 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -703648.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -703723.312500 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -703723.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -703779.625000 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -703779.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -703822.187500 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -703822.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -703857.125000 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -703857.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -703886.687500 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -703886.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -703915.687500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -703915.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -703937.937500 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -703937.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -703963.812500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -703963.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -703989.062500 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -703989.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -704013.812500 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -704013.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -704049.187500 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -704049.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -704078.187500 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -704078.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -704098.500000 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -704098.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -704121.375000 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -704121.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -704139.812500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -704139.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -704158.625000 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -704158.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -704174.000000 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -704174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -704191.875000 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -704191.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -704207.750000 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -704207.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -704223.437500 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -704223.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -704238.625000 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -704238.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -704260.125000 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -704260.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -704272.500000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -704272.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -704290.437500 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -704290.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -704310.062500 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -704310.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -704332.500000 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -704332.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -704354.187500 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -704354.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -704371.687500 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -704371.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -704392.750000 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -704392.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -704416.812500 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -704416.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -704437.375000 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -704437.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -704457.500000 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -704457.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -704473.937500 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -704473.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -704483.937500 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -704483.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -704494.125000 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -704494.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -704497.812500 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -704497.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -704504.500000 Penalty: 4278.252441
	Iteration 41Q: 3 clusters Score -704504.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -704511.437500 Penalty: 4278.252441
	Iteration 42Q: 3 clusters Score -704511.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -704520.125000 Penalty: 4278.252441
	Iteration 43Q: 3 clusters Score -704520.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -704527.312500 Penalty: 4278.252441
	Iteration 44Q: 3 clusters Score -704527.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -704531.375000 Penalty: 4278.252441
	Iteration 45Q: 3 clusters Score -704531.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -704537.937500 Penalty: 4278.252441
	Iteration 46Q: 3 clusters Score -704537.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -704541.187500 Penalty: 4278.252441
	Iteration 47Q: 3 clusters Score -704541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -704545.437500 Penalty: 4278.252441
	Iteration 48Q: 3 clusters Score -704545.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -704551.375000 Penalty: 4278.252441
	Iteration 49Q: 3 clusters Score -704551.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -704553.250000 Penalty: 4278.252441
	Iteration 50Q: 3 clusters Score -704553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -704559.875000 Penalty: 4278.252441
	Iteration 51Q: 3 clusters Score -704559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -704560.875000 Penalty: 4278.252441
	Iteration 52Q: 3 clusters Score -704560.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -704565.812500 Penalty: 4278.252441
	Iteration 53Q: 3 clusters Score -704565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -704570.187500 Penalty: 4278.252441
	Iteration 54Q: 3 clusters Score -704570.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -704576.062500 Penalty: 4278.252441
	Iteration 55Q: 3 clusters Score -704576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -704579.750000 Penalty: 4278.252441
	Iteration 56Q: 3 clusters Score -704579.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -704582.562500 Penalty: 4278.252441
	Iteration 57Q: 3 clusters Score -704582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -704584.375000 Penalty: 4278.252441
	Iteration 58Q: 3 clusters Score -704584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -704584.375000 Penalty: 4278.252441
	Iteration 59Q: 3 clusters Score -704584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -704586.687500 Penalty: 4278.252441
	Iteration 60F: 3 clusters Score -704586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -704586.937500 Penalty: 4278.252441
	Iteration 61Q: 3 clusters Score -704586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -704587.687500 Penalty: 4278.252441
	Iteration 62Q: 3 clusters Score -704587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -704588.250000 Penalty: 4278.252441
	Iteration 63Q: 3 clusters Score -704588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -704587.000000 Penalty: 4278.252441
	Iteration 64Q: 3 clusters Score -704587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -704588.750000 Penalty: 4278.252441
	Iteration 65Q: 3 clusters Score -704588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -704589.375000 Penalty: 4278.252441
	Iteration 66Q: 3 clusters Score -704589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -704588.687500 Penalty: 4278.252441
	Iteration 67Q: 3 clusters Score -704588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -704589.625000 Penalty: 4278.252441
	Iteration 68Q: 3 clusters Score -704589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -704589.625000 Penalty: 4278.252441
	Iteration 69F: 3 clusters Score -704589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -397780.531250 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -397780.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -394323.375000 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -394323.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -395111.093750 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -395111.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -395311.562500 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -395311.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -395444.781250 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -395444.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -395561.437500 Penalty: 4028.106934
	Iteration 4Q: 3 clusters Score -395561.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -395658.750000 Penalty: 4028.106934
	Iteration 5Q: 3 clusters Score -395658.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -395735.125000 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -395735.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -395802.968750 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -395803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -395854.687500 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -395854.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -395901.125000 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -395901.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -395938.562500 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -395938.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -395971.593750 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -395971.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -395998.500000 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -395998.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -396014.593750 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -396014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -396031.375000 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -396031.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -396051.031250 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -396051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -396078.843750 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -396078.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -396105.718750 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -396105.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -396138.156250 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -396138.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -396164.062500 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -396164.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -396184.093750 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -396184.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -396201.031250 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -396201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -396213.187500 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -396213.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -396229.406250 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -396229.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -396239.406250 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -396239.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -396249.500000 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -396249.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -396259.000000 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -396259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -396263.531250 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -396263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -396271.375000 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -396271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -396275.031250 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -396275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -396276.312500 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -396276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -396277.437500 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -396277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -396279.593750 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -396279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -396280.906250 Penalty: 4028.106934
	Iteration 33Q: 3 clusters Score -396280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -396282.343750 Penalty: 4028.106934
	Iteration 34Q: 3 clusters Score -396282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -396284.031250 Penalty: 4028.106934
	Iteration 35Q: 3 clusters Score -396284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -396285.625000 Penalty: 4028.106934
	Iteration 36Q: 3 clusters Score -396285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -396286.750000 Penalty: 4028.106934
	Iteration 37Q: 3 clusters Score -396286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -396288.343750 Penalty: 4028.106934
	Iteration 38Q: 3 clusters Score -396288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -396289.062500 Penalty: 4028.106934
	Iteration 39Q: 3 clusters Score -396289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -396289.437500 Penalty: 4028.106934
	Iteration 40F: 3 clusters Score -396289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -396290.000000 Penalty: 4028.106934
	Iteration 41Q: 3 clusters Score -396290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -396292.093750 Penalty: 4028.106934
	Iteration 42Q: 3 clusters Score -396292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -396292.500000 Penalty: 4028.106934
	Iteration 43Q: 3 clusters Score -396292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -396292.531250 Penalty: 4028.106934
	Iteration 44Q: 3 clusters Score -396292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -396292.531250 Penalty: 4028.106934
	Iteration 45F: 3 clusters Score -396292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -110746.195312 Penalty: 1700.402588
	Iteration 0F: 2 clusters Score -110746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108861.273438 Penalty: 3400.805176
	Iteration 0F: 3 clusters Score -108861.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109310.890625 Penalty: 3400.805176
	Iteration 1F: 3 clusters Score -109310.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109644.289062 Penalty: 3400.805176
	Iteration 2F: 3 clusters Score -109644.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -109938.726562 Penalty: 3400.805176
	Iteration 3F: 3 clusters Score -109938.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110125.015625 Penalty: 3400.805176
	Iteration 4F: 3 clusters Score -110125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110260.453125 Penalty: 3400.805176
	Iteration 5Q: 3 clusters Score -110260.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110455.179688 Penalty: 3400.805176
	Iteration 6Q: 3 clusters Score -110455.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110600.468750 Penalty: 3400.805176
	Iteration 7Q: 3 clusters Score -110600.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110691.656250 Penalty: 3400.805176
	Iteration 8Q: 3 clusters Score -110691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110755.867188 Penalty: 3400.805176
	Iteration 9Q: 3 clusters Score -110755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -110830.460938 Penalty: 3400.805176
	Iteration 10Q: 3 clusters Score -110830.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -110915.632812 Penalty: 3400.805176
	Iteration 11Q: 3 clusters Score -110915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110957.015625 Penalty: 3400.805176
	Iteration 12Q: 3 clusters Score -110957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110976.710938 Penalty: 3400.805176
	Iteration 13Q: 3 clusters Score -110976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110980.390625 Penalty: 3400.805176
	Iteration 14Q: 3 clusters Score -110980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110983.039062 Penalty: 3400.805176
	Iteration 15Q: 3 clusters Score -110983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110983.039062 Penalty: 3400.805176
	Iteration 16F: 3 clusters Score -110983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 54338 members 
Mstep: Class 10 contains 213990 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 164816 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158073 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166675 members 
Mstep: Class 21 contains 568 members 
Entering Unmasked Estep 
Score: -105728544.000000 Penalty: 71147.250000
Splitting cluster 3 changes total score from -105730032.000000 to -105728544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -213634.765625 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -213634.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -211197.171875 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -211197.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -211578.078125 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -211578.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211673.421875 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -211673.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211724.171875 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -211724.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211754.250000 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -211754.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211778.187500 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -211778.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211795.000000 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -211795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211808.359375 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -211808.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211819.046875 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -211819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211827.406250 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -211827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211833.734375 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -211833.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211842.546875 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -211842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211851.328125 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -211851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -211853.515625 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -211853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -211855.281250 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -211855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -211857.156250 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -211857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211858.125000 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -211858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211859.281250 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -211859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211859.750000 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -211859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211859.750000 Penalty: 3697.541016
	Iteration 19F: 3 clusters Score -211859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Entering Unmasked Estep 
Score: -4448724.000000 Penalty: 2599.023438
	Iteration 0F: 2 clusters Score -4448724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4424416.500000 Penalty: 5198.046875
	Iteration 0F: 3 clusters Score -4424416 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4433272.000000 Penalty: 5198.046875
	Iteration 1F: 3 clusters Score -4433272 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4433654.500000 Penalty: 5198.046875
	Iteration 2Q: 3 clusters Score -4433654 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4433999.000000 Penalty: 5198.046875
	Iteration 3Q: 3 clusters Score -4433999 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -4434261.500000 Penalty: 5198.046875
	Iteration 4Q: 3 clusters Score -4434262 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4434506.000000 Penalty: 5198.046875
	Iteration 5Q: 3 clusters Score -4434506 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4434804.500000 Penalty: 5198.046875
	Iteration 6Q: 3 clusters Score -4434804 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4435159.000000 Penalty: 5198.046875
	Iteration 7Q: 3 clusters Score -4435159 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4435695.500000 Penalty: 5198.046875
	Iteration 8Q: 3 clusters Score -4435696 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4436566.000000 Penalty: 5198.046875
	Iteration 9Q: 3 clusters Score -4436566 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4438138.000000 Penalty: 5198.046875
	Iteration 10F: 3 clusters Score -4438138 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4440302.000000 Penalty: 5198.046875
	Iteration 11F: 3 clusters Score -4440302 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4442765.500000 Penalty: 5198.046875
	Iteration 12F: 3 clusters Score -4442766 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4444702.500000 Penalty: 5198.046875
	Iteration 13F: 3 clusters Score -4444702 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4445710.000000 Penalty: 5198.046875
	Iteration 14Q: 3 clusters Score -4445710 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4446089.000000 Penalty: 5198.046875
	Iteration 15Q: 3 clusters Score -4446089 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4446236.500000 Penalty: 5198.046875
	Iteration 16Q: 3 clusters Score -4446236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4446295.500000 Penalty: 5198.046875
	Iteration 17Q: 3 clusters Score -4446296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4446336.000000 Penalty: 5198.046875
	Iteration 18Q: 3 clusters Score -4446336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4446350.500000 Penalty: 5198.046875
	Iteration 19Q: 3 clusters Score -4446350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4446359.000000 Penalty: 5198.046875
	Iteration 20F: 3 clusters Score -4446359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4446367.000000 Penalty: 5198.046875
	Iteration 21Q: 3 clusters Score -4446367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4446383.500000 Penalty: 5198.046875
	Iteration 22Q: 3 clusters Score -4446384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4446398.000000 Penalty: 5198.046875
	Iteration 23Q: 3 clusters Score -4446398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4446407.000000 Penalty: 5198.046875
	Iteration 24Q: 3 clusters Score -4446407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4446416.500000 Penalty: 5198.046875
	Iteration 25Q: 3 clusters Score -4446416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4446421.000000 Penalty: 5198.046875
	Iteration 26Q: 3 clusters Score -4446421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4446421.500000 Penalty: 5198.046875
	Iteration 27Q: 3 clusters Score -4446422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4446423.500000 Penalty: 5198.046875
	Iteration 28Q: 3 clusters Score -4446424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4446423.500000 Penalty: 5198.046875
	Iteration 29F: 3 clusters Score -4446424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -200696.546875 Penalty: 1849.773193
	Iteration 0F: 2 clusters Score -200696.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -198303.984375 Penalty: 3699.546387
	Iteration 0F: 3 clusters Score -198304 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198784.921875 Penalty: 3699.546387
	Iteration 1F: 3 clusters Score -198784.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -199025.984375 Penalty: 3699.546387
	Iteration 2F: 3 clusters Score -199026 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -199239.031250 Penalty: 3699.546387
	Iteration 3F: 3 clusters Score -199239 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -199373.546875 Penalty: 3699.546387
	Iteration 4F: 3 clusters Score -199373.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -199482.203125 Penalty: 3699.546387
	Iteration 5Q: 3 clusters Score -199482.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -199568.328125 Penalty: 3699.546387
	Iteration 6Q: 3 clusters Score -199568.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -199660.468750 Penalty: 3699.546387
	Iteration 7Q: 3 clusters Score -199660.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -199746.859375 Penalty: 3699.546387
	Iteration 8Q: 3 clusters Score -199746.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -199826.000000 Penalty: 3699.546387
	Iteration 9Q: 3 clusters Score -199826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -199875.500000 Penalty: 3699.546387
	Iteration 10Q: 3 clusters Score -199875.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199931.140625 Penalty: 3699.546387
	Iteration 11Q: 3 clusters Score -199931.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -199979.296875 Penalty: 3699.546387
	Iteration 12Q: 3 clusters Score -199979.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -200025.890625 Penalty: 3699.546387
	Iteration 13Q: 3 clusters Score -200025.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -200063.125000 Penalty: 3699.546387
	Iteration 14Q: 3 clusters Score -200063.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -200096.812500 Penalty: 3699.546387
	Iteration 15Q: 3 clusters Score -200096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -200112.203125 Penalty: 3699.546387
	Iteration 16Q: 3 clusters Score -200112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -200130.062500 Penalty: 3699.546387
	Iteration 17Q: 3 clusters Score -200130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -200142.875000 Penalty: 3699.546387
	Iteration 18Q: 3 clusters Score -200142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -200147.203125 Penalty: 3699.546387
	Iteration 19Q: 3 clusters Score -200147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -200195.968750 Penalty: 3699.546387
	Iteration 20F: 3 clusters Score -200196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -200236.906250 Penalty: 3699.546387
	Iteration 21Q: 3 clusters Score -200236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -200246.203125 Penalty: 3699.546387
	Iteration 22Q: 3 clusters Score -200246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -200250.750000 Penalty: 3699.546387
	Iteration 23Q: 3 clusters Score -200250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -200252.687500 Penalty: 3699.546387
	Iteration 24Q: 3 clusters Score -200252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -200258.546875 Penalty: 3699.546387
	Iteration 25Q: 3 clusters Score -200258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -200258.546875 Penalty: 3699.546387
	Iteration 26F: 3 clusters Score -200258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -148941.093750 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -148941.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -146844.359375 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -146844.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -147155.078125 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -147155.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147242.328125 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -147242.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147294.687500 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -147294.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147325.375000 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -147325.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147351.453125 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -147351.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -147362.015625 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -147362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147370.437500 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -147370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -147375.656250 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -147375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147381.515625 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -147381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -147401.453125 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -147401.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147413.031250 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -147413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147421.218750 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -147421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147423.968750 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -147424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147426.218750 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -147426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147426.687500 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -147426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147427.468750 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -147427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147427.468750 Penalty: 3534.140381
	Iteration 17F: 3 clusters Score -147427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -982690.937500 Penalty: 2221.877441
	Iteration 0F: 2 clusters Score -982690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -976361.562500 Penalty: 4443.754883
	Iteration 0F: 3 clusters Score -976361.6 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -978129.250000 Penalty: 4443.754883
	Iteration 1F: 3 clusters Score -978129.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -978413.562500 Penalty: 4443.754883
	Iteration 2F: 3 clusters Score -978413.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -978665.000000 Penalty: 4443.754883
	Iteration 3F: 3 clusters Score -978665 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -978880.875000 Penalty: 4443.754883
	Iteration 4Q: 3 clusters Score -978880.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -979078.625000 Penalty: 4443.754883
	Iteration 5Q: 3 clusters Score -979078.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -979265.750000 Penalty: 4443.754883
	Iteration 6Q: 3 clusters Score -979265.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -979459.187500 Penalty: 4443.754883
	Iteration 7Q: 3 clusters Score -979459.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -979654.000000 Penalty: 4443.754883
	Iteration 8Q: 3 clusters Score -979654 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -979891.750000 Penalty: 4443.754883
	Iteration 9Q: 3 clusters Score -979891.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -980164.812500 Penalty: 4443.754883
	Iteration 10Q: 3 clusters Score -980164.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -980403.812500 Penalty: 4443.754883
	Iteration 11Q: 3 clusters Score -980403.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -980579.687500 Penalty: 4443.754883
	Iteration 12Q: 3 clusters Score -980579.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -980734.750000 Penalty: 4443.754883
	Iteration 13Q: 3 clusters Score -980734.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -980824.187500 Penalty: 4443.754883
	Iteration 14Q: 3 clusters Score -980824.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -980879.500000 Penalty: 4443.754883
	Iteration 15Q: 3 clusters Score -980879.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -980913.250000 Penalty: 4443.754883
	Iteration 16Q: 3 clusters Score -980913.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -980936.687500 Penalty: 4443.754883
	Iteration 17Q: 3 clusters Score -980936.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -980956.500000 Penalty: 4443.754883
	Iteration 18Q: 3 clusters Score -980956.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -980968.875000 Penalty: 4443.754883
	Iteration 19Q: 3 clusters Score -980968.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -980985.000000 Penalty: 4443.754883
	Iteration 20F: 3 clusters Score -980985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -981000.187500 Penalty: 4443.754883
	Iteration 21Q: 3 clusters Score -981000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -981013.687500 Penalty: 4443.754883
	Iteration 22Q: 3 clusters Score -981013.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -981021.625000 Penalty: 4443.754883
	Iteration 23Q: 3 clusters Score -981021.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -981032.187500 Penalty: 4443.754883
	Iteration 24Q: 3 clusters Score -981032.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -981044.875000 Penalty: 4443.754883
	Iteration 25Q: 3 clusters Score -981044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -981049.937500 Penalty: 4443.754883
	Iteration 26Q: 3 clusters Score -981049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -981054.062500 Penalty: 4443.754883
	Iteration 27Q: 3 clusters Score -981054.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -981056.000000 Penalty: 4443.754883
	Iteration 28Q: 3 clusters Score -981056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -981063.375000 Penalty: 4443.754883
	Iteration 29Q: 3 clusters Score -981063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -981067.375000 Penalty: 4443.754883
	Iteration 30Q: 3 clusters Score -981067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -981073.687500 Penalty: 4443.754883
	Iteration 31Q: 3 clusters Score -981073.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -981079.625000 Penalty: 4443.754883
	Iteration 32Q: 3 clusters Score -981079.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -981086.187500 Penalty: 4443.754883
	Iteration 33Q: 3 clusters Score -981086.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -981092.375000 Penalty: 4443.754883
	Iteration 34Q: 3 clusters Score -981092.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -981095.937500 Penalty: 4443.754883
	Iteration 35Q: 3 clusters Score -981095.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -981100.875000 Penalty: 4443.754883
	Iteration 36Q: 3 clusters Score -981100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -981105.812500 Penalty: 4443.754883
	Iteration 37Q: 3 clusters Score -981105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -981106.562500 Penalty: 4443.754883
	Iteration 38Q: 3 clusters Score -981106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -981110.250000 Penalty: 4443.754883
	Iteration 39Q: 3 clusters Score -981110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -981114.000000 Penalty: 4443.754883
	Iteration 40F: 3 clusters Score -981114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -981116.750000 Penalty: 4443.754883
	Iteration 41Q: 3 clusters Score -981116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -981116.187500 Penalty: 4443.754883
	Iteration 42Q: 3 clusters Score -981116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -981120.062500 Penalty: 4443.754883
	Iteration 43Q: 3 clusters Score -981120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -981121.187500 Penalty: 4443.754883
	Iteration 44Q: 3 clusters Score -981121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -981122.625000 Penalty: 4443.754883
	Iteration 45Q: 3 clusters Score -981122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -981124.312500 Penalty: 4443.754883
	Iteration 46Q: 3 clusters Score -981124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -981125.437500 Penalty: 4443.754883
	Iteration 47Q: 3 clusters Score -981125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -981126.375000 Penalty: 4443.754883
	Iteration 48Q: 3 clusters Score -981126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -981126.187500 Penalty: 4443.754883
	Iteration 49Q: 3 clusters Score -981126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -981125.562500 Penalty: 4443.754883
	Iteration 50Q: 3 clusters Score -981125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -981126.187500 Penalty: 4443.754883
	Iteration 51Q: 3 clusters Score -981126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -981126.750000 Penalty: 4443.754883
	Iteration 52Q: 3 clusters Score -981126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -981127.250000 Penalty: 4443.754883
	Iteration 53Q: 3 clusters Score -981127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -981128.000000 Penalty: 4443.754883
	Iteration 54Q: 3 clusters Score -981128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -981128.000000 Penalty: 4443.754883
	Iteration 55F: 3 clusters Score -981128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Entering Unmasked Estep 
Score: -6593493.000000 Penalty: 2703.938721
	Iteration 0F: 2 clusters Score -6593493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6556873.000000 Penalty: 5407.877441
	Iteration 0F: 3 clusters Score -6556873 nChanged 25095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6570840.000000 Penalty: 5407.877441
	Iteration 1F: 3 clusters Score -6570840 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -6571354.500000 Penalty: 5407.877441
	Iteration 2Q: 3 clusters Score -6571354 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -6571849.500000 Penalty: 5407.877441
	Iteration 3Q: 3 clusters Score -6571850 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -6572600.000000 Penalty: 5407.877441
	Iteration 4Q: 3 clusters Score -6572600 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -6573629.000000 Penalty: 5407.877441
	Iteration 5Q: 3 clusters Score -6573629 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6575319.000000 Penalty: 5407.877441
	Iteration 6F: 3 clusters Score -6575319 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -6578090.000000 Penalty: 5407.877441
	Iteration 7F: 3 clusters Score -6578090 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -6581943.000000 Penalty: 5407.877441
	Iteration 8F: 3 clusters Score -6581943 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -6585946.500000 Penalty: 5407.877441
	Iteration 9F: 3 clusters Score -6585946 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6589029.500000 Penalty: 5407.877441
	Iteration 10F: 3 clusters Score -6589030 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6590355.000000 Penalty: 5407.877441
	Iteration 11Q: 3 clusters Score -6590355 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6590773.000000 Penalty: 5407.877441
	Iteration 12Q: 3 clusters Score -6590773 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6590952.500000 Penalty: 5407.877441
	Iteration 13Q: 3 clusters Score -6590952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6591011.500000 Penalty: 5407.877441
	Iteration 14Q: 3 clusters Score -6591012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6591071.000000 Penalty: 5407.877441
	Iteration 15Q: 3 clusters Score -6591071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6591091.500000 Penalty: 5407.877441
	Iteration 16Q: 3 clusters Score -6591092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6591106.500000 Penalty: 5407.877441
	Iteration 17Q: 3 clusters Score -6591106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6591122.000000 Penalty: 5407.877441
	Iteration 18Q: 3 clusters Score -6591122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6591129.000000 Penalty: 5407.877441
	Iteration 19Q: 3 clusters Score -6591129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6591135.000000 Penalty: 5407.877441
	Iteration 20F: 3 clusters Score -6591135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6591130.000000 Penalty: 5407.877441
	Iteration 21Q: 3 clusters Score -6591130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6591137.000000 Penalty: 5407.877441
	Iteration 22Q: 3 clusters Score -6591137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6591137.000000 Penalty: 5407.877441
	Iteration 23F: 3 clusters Score -6591137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (213990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213990 members 
Entering Unmasked Estep 
Score: -26789074.000000 Penalty: 3043.873779
	Iteration 0F: 2 clusters Score -2.678907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -26658396.000000 Penalty: 6087.747559
	Iteration 0F: 3 clusters Score -2.66584e+07 nChanged 103084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 109956 members 
Entering Unmasked Estep 
Score: -26718054.000000 Penalty: 6087.747559
	Iteration 1F: 3 clusters Score -2.671805e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -26718858.000000 Penalty: 6087.747559
	Iteration 2Q: 3 clusters Score -2.671886e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 113938 members 
Entering Unmasked Estep 
Score: -26719910.000000 Penalty: 6087.747559
	Iteration 3Q: 3 clusters Score -2.671991e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 117668 members 
Entering Unmasked Estep 
Score: -26721248.000000 Penalty: 6087.747559
	Iteration 4Q: 3 clusters Score -2.672125e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -26723276.000000 Penalty: 6087.747559
	Iteration 5Q: 3 clusters Score -2.672328e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -26727468.000000 Penalty: 6087.747559
	Iteration 6Q: 3 clusters Score -2.672747e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 145158 members 
Entering Unmasked Estep 
Score: -26735016.000000 Penalty: 6087.747559
	Iteration 7F: 3 clusters Score -2.673502e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 162110 members 
Entering Unmasked Estep 
Score: -26747800.000000 Penalty: 6087.747559
	Iteration 8F: 3 clusters Score -2.67478e+07 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 181591 members 
Entering Unmasked Estep 
Score: -26763208.000000 Penalty: 6087.747559
	Iteration 9F: 3 clusters Score -2.676321e+07 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 198702 members 
Entering Unmasked Estep 
Score: -26776116.000000 Penalty: 6087.747559
	Iteration 10F: 3 clusters Score -2.677612e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 208650 members 
Entering Unmasked Estep 
Score: -26783090.000000 Penalty: 6087.747559
	Iteration 11Q: 3 clusters Score -2.678309e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 212421 members 
Entering Unmasked Estep 
Score: -26785168.000000 Penalty: 6087.747559
	Iteration 12Q: 3 clusters Score -2.678517e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 213460 members 
Entering Unmasked Estep 
Score: -26785906.000000 Penalty: 6087.747559
	Iteration 13Q: 3 clusters Score -2.678591e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 213696 members 
Entering Unmasked Estep 
Score: -26786146.000000 Penalty: 6087.747559
	Iteration 14Q: 3 clusters Score -2.678615e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 213753 members 
Entering Unmasked Estep 
Score: -26786230.000000 Penalty: 6087.747559
	Iteration 15Q: 3 clusters Score -2.678623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213778 members 
Entering Unmasked Estep 
Score: -26786280.000000 Penalty: 6087.747559
	Iteration 16Q: 3 clusters Score -2.678628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 213790 members 
Entering Unmasked Estep 
Score: -26786308.000000 Penalty: 6087.747559
	Iteration 17Q: 3 clusters Score -2.678631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213789 members 
Entering Unmasked Estep 
Score: -26786324.000000 Penalty: 6087.747559
	Iteration 18Q: 3 clusters Score -2.678632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213791 members 
Entering Unmasked Estep 
Score: -26786302.000000 Penalty: 6087.747559
	Iteration 19Q: 3 clusters Score -2.67863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213792 members 
Entering Unmasked Estep 
Score: -26786326.000000 Penalty: 6087.747559
	Iteration 20F: 3 clusters Score -2.678633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 279 members 
Entering Unmasked Estep 
Score: -64562.046875 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64562.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64742.726562 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64742.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64780.765625 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64780.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64801.273438 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64801.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64815.832031 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64815.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64824.953125 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64824.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64828.804688 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64828.804688 Penalty: 3120.618408
	Iteration 7F: 3 clusters Score -64828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -119809.789062 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -119809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117779.898438 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -117779.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118202.257812 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -118202.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118470.117188 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -118470.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -118701.539062 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -118701.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118879.492188 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -118879.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118993.968750 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -118994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -119168.304688 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -119168.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119322.078125 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -119322.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119493.648438 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -119493.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119662.781250 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -119662.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119726.984375 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -119727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119762.773438 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -119762.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119786.921875 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -119786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119797.734375 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -119797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119816.171875 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -119816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119837.289062 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -119837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119843.812500 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -119843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119848.617188 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -119848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119859.265625 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -119859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119862.132812 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -119862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -119870.789062 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -119870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119931.820312 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -119931.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -120176.250000 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -120176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -120404.187500 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -120404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120453.398438 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -120453.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120518.054688 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -120518.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120647.921875 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -120647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120796.429688 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -120796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120922.203125 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -120922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120971.320312 Penalty: 3479.793213
	Iteration 29Q: 3 clusters Score -120971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120971.320312 Penalty: 3479.793213
	Iteration 30F: 3 clusters Score -120971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 54338 members 
Mstep: Class 10 contains 213990 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 644 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 164816 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158073 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166675 members 
Mstep: Class 21 contains 470 members 
Entering Unmasked Estep 
Score: -105729504.000000 Penalty: 71147.250000
Splitting cluster 12 changes total score from -105730032.000000 to -105729504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Entering Unmasked Estep 
Score: -1920363.875000 Penalty: 2386.974365
	Iteration 0F: 2 clusters Score -1920364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1909427.125000 Penalty: 4773.948730
	Iteration 0F: 3 clusters Score -1909427 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1912767.625000 Penalty: 4773.948730
	Iteration 1F: 3 clusters Score -1912768 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1913142.375000 Penalty: 4773.948730
	Iteration 2F: 3 clusters Score -1913142 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1913497.625000 Penalty: 4773.948730
	Iteration 3F: 3 clusters Score -1913498 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1913887.875000 Penalty: 4773.948730
	Iteration 4Q: 3 clusters Score -1913888 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1914308.625000 Penalty: 4773.948730
	Iteration 5Q: 3 clusters Score -1914309 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1914705.000000 Penalty: 4773.948730
	Iteration 6Q: 3 clusters Score -1914705 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1915159.125000 Penalty: 4773.948730
	Iteration 7Q: 3 clusters Score -1915159 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1915717.000000 Penalty: 4773.948730
	Iteration 8F: 3 clusters Score -1915717 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1916307.000000 Penalty: 4773.948730
	Iteration 9F: 3 clusters Score -1916307 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1916809.250000 Penalty: 4773.948730
	Iteration 10Q: 3 clusters Score -1916809 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1917154.875000 Penalty: 4773.948730
	Iteration 11Q: 3 clusters Score -1917155 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1917331.750000 Penalty: 4773.948730
	Iteration 12Q: 3 clusters Score -1917332 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1917450.500000 Penalty: 4773.948730
	Iteration 13Q: 3 clusters Score -1917450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1917535.125000 Penalty: 4773.948730
	Iteration 14Q: 3 clusters Score -1917535 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1917601.625000 Penalty: 4773.948730
	Iteration 15Q: 3 clusters Score -1917602 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1917678.125000 Penalty: 4773.948730
	Iteration 16Q: 3 clusters Score -1917678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1917726.250000 Penalty: 4773.948730
	Iteration 17Q: 3 clusters Score -1917726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1917773.250000 Penalty: 4773.948730
	Iteration 18Q: 3 clusters Score -1917773 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1917808.125000 Penalty: 4773.948730
	Iteration 19Q: 3 clusters Score -1917808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1917836.500000 Penalty: 4773.948730
	Iteration 20F: 3 clusters Score -1917836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1917857.875000 Penalty: 4773.948730
	Iteration 21Q: 3 clusters Score -1917858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1917881.125000 Penalty: 4773.948730
	Iteration 22Q: 3 clusters Score -1917881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1917892.000000 Penalty: 4773.948730
	Iteration 23Q: 3 clusters Score -1917892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1917907.875000 Penalty: 4773.948730
	Iteration 24Q: 3 clusters Score -1917908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1917922.250000 Penalty: 4773.948730
	Iteration 25Q: 3 clusters Score -1917922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1917930.500000 Penalty: 4773.948730
	Iteration 26Q: 3 clusters Score -1917930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1917939.500000 Penalty: 4773.948730
	Iteration 27Q: 3 clusters Score -1917940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1917948.625000 Penalty: 4773.948730
	Iteration 28Q: 3 clusters Score -1917949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1917956.000000 Penalty: 4773.948730
	Iteration 29Q: 3 clusters Score -1917956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1917961.375000 Penalty: 4773.948730
	Iteration 30Q: 3 clusters Score -1917961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1917969.000000 Penalty: 4773.948730
	Iteration 31Q: 3 clusters Score -1917969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1917979.125000 Penalty: 4773.948730
	Iteration 32Q: 3 clusters Score -1917979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1917984.625000 Penalty: 4773.948730
	Iteration 33Q: 3 clusters Score -1917985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1917988.500000 Penalty: 4773.948730
	Iteration 34Q: 3 clusters Score -1917988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1917986.000000 Penalty: 4773.948730
	Iteration 35Q: 3 clusters Score -1917986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1917997.750000 Penalty: 4773.948730
	Iteration 36Q: 3 clusters Score -1917998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1918003.625000 Penalty: 4773.948730
	Iteration 37Q: 3 clusters Score -1918004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1918002.625000 Penalty: 4773.948730
	Iteration 38Q: 3 clusters Score -1918003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1918007.500000 Penalty: 4773.948730
	Iteration 39Q: 3 clusters Score -1918008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1918010.625000 Penalty: 4773.948730
	Iteration 40F: 3 clusters Score -1918011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1918013.125000 Penalty: 4773.948730
	Iteration 41Q: 3 clusters Score -1918013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1918017.125000 Penalty: 4773.948730
	Iteration 42Q: 3 clusters Score -1918017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1918027.750000 Penalty: 4773.948730
	Iteration 43Q: 3 clusters Score -1918028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1918027.000000 Penalty: 4773.948730
	Iteration 44Q: 3 clusters Score -1918027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1918027.250000 Penalty: 4773.948730
	Iteration 45Q: 3 clusters Score -1918027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1918037.625000 Penalty: 4773.948730
	Iteration 46Q: 3 clusters Score -1918038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1918037.000000 Penalty: 4773.948730
	Iteration 47Q: 3 clusters Score -1918037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1918043.875000 Penalty: 4773.948730
	Iteration 48Q: 3 clusters Score -1918044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1918052.125000 Penalty: 4773.948730
	Iteration 49Q: 3 clusters Score -1918052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1918053.125000 Penalty: 4773.948730
	Iteration 50Q: 3 clusters Score -1918053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1918055.500000 Penalty: 4773.948730
	Iteration 51Q: 3 clusters Score -1918056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1918063.375000 Penalty: 4773.948730
	Iteration 52Q: 3 clusters Score -1918063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1918071.750000 Penalty: 4773.948730
	Iteration 53Q: 3 clusters Score -1918072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1918076.250000 Penalty: 4773.948730
	Iteration 54Q: 3 clusters Score -1918076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1918086.000000 Penalty: 4773.948730
	Iteration 55Q: 3 clusters Score -1918086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1918086.875000 Penalty: 4773.948730
	Iteration 56Q: 3 clusters Score -1918087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1918083.500000 Penalty: 4773.948730
	Iteration 57Q: 3 clusters Score -1918084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1918091.000000 Penalty: 4773.948730
	Iteration 58Q: 3 clusters Score -1918091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1918091.375000 Penalty: 4773.948730
	Iteration 59Q: 3 clusters Score -1918091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1918094.000000 Penalty: 4773.948730
	Iteration 60F: 3 clusters Score -1918094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1918091.250000 Penalty: 4773.948730
	Iteration 61Q: 3 clusters Score -1918091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1918092.000000 Penalty: 4773.948730
	Iteration 62Q: 3 clusters Score -1918092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1918099.000000 Penalty: 4773.948730
	Iteration 63Q: 3 clusters Score -1918099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1918100.750000 Penalty: 4773.948730
	Iteration 64Q: 3 clusters Score -1918101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1918097.750000 Penalty: 4773.948730
	Iteration 65Q: 3 clusters Score -1918098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1918100.375000 Penalty: 4773.948730
	Iteration 66Q: 3 clusters Score -1918100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1918098.875000 Penalty: 4773.948730
	Iteration 67Q: 3 clusters Score -1918099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1918100.625000 Penalty: 4773.948730
	Iteration 68Q: 3 clusters Score -1918101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1918104.250000 Penalty: 4773.948730
	Iteration 69Q: 3 clusters Score -1918104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1918106.750000 Penalty: 4773.948730
	Iteration 70Q: 3 clusters Score -1918107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1918111.250000 Penalty: 4773.948730
	Iteration 71Q: 3 clusters Score -1918111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1918109.625000 Penalty: 4773.948730
	Iteration 72Q: 3 clusters Score -1918110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1918116.250000 Penalty: 4773.948730
	Iteration 73Q: 3 clusters Score -1918116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1918117.000000 Penalty: 4773.948730
	Iteration 74Q: 3 clusters Score -1918117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1918116.625000 Penalty: 4773.948730
	Iteration 75Q: 3 clusters Score -1918117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1918118.250000 Penalty: 4773.948730
	Iteration 76Q: 3 clusters Score -1918118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1918120.875000 Penalty: 4773.948730
	Iteration 77Q: 3 clusters Score -1918121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1918124.750000 Penalty: 4773.948730
	Iteration 78Q: 3 clusters Score -1918125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1918125.750000 Penalty: 4773.948730
	Iteration 79Q: 3 clusters Score -1918126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1918129.750000 Penalty: 4773.948730
	Iteration 80F: 3 clusters Score -1918130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1918133.125000 Penalty: 4773.948730
	Iteration 81Q: 3 clusters Score -1918133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1918131.500000 Penalty: 4773.948730
	Iteration 82Q: 3 clusters Score -1918132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1918135.500000 Penalty: 4773.948730
	Iteration 83Q: 3 clusters Score -1918136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1918141.000000 Penalty: 4773.948730
	Iteration 84Q: 3 clusters Score -1918141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1918145.375000 Penalty: 4773.948730
	Iteration 85Q: 3 clusters Score -1918145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1918143.250000 Penalty: 4773.948730
	Iteration 86Q: 3 clusters Score -1918143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1918142.750000 Penalty: 4773.948730
	Iteration 87Q: 3 clusters Score -1918143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1918145.125000 Penalty: 4773.948730
	Iteration 88Q: 3 clusters Score -1918145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1918149.875000 Penalty: 4773.948730
	Iteration 89Q: 3 clusters Score -1918150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1918148.875000 Penalty: 4773.948730
	Iteration 90Q: 3 clusters Score -1918149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1918152.000000 Penalty: 4773.948730
	Iteration 91Q: 3 clusters Score -1918152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1918154.375000 Penalty: 4773.948730
	Iteration 92Q: 3 clusters Score -1918154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1918154.000000 Penalty: 4773.948730
	Iteration 93Q: 3 clusters Score -1918154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1918156.125000 Penalty: 4773.948730
	Iteration 94Q: 3 clusters Score -1918156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1918154.250000 Penalty: 4773.948730
	Iteration 95Q: 3 clusters Score -1918154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1918151.000000 Penalty: 4773.948730
	Iteration 96Q: 3 clusters Score -1918151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1918151.125000 Penalty: 4773.948730
	Iteration 97Q: 3 clusters Score -1918151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1918149.625000 Penalty: 4773.948730
	Iteration 98Q: 3 clusters Score -1918150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1918150.250000 Penalty: 4773.948730
	Iteration 99Q: 3 clusters Score -1918150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1918151.250000 Penalty: 4773.948730
	Iteration 100F: 3 clusters Score -1918151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164816 members 
Entering Unmasked Estep 
Score: -20731090.000000 Penalty: 2979.121094
	Iteration 0F: 2 clusters Score -2.073109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -20626134.000000 Penalty: 5958.242188
	Iteration 0F: 3 clusters Score -2.062613e+07 nChanged 78701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -20671926.000000 Penalty: 5958.242188
	Iteration 1F: 3 clusters Score -2.067193e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -20672808.000000 Penalty: 5958.242188
	Iteration 2Q: 3 clusters Score -2.067281e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -20674110.000000 Penalty: 5958.242188
	Iteration 3Q: 3 clusters Score -2.067411e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -20675956.000000 Penalty: 5958.242188
	Iteration 4Q: 3 clusters Score -2.067596e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -20679396.000000 Penalty: 5958.242188
	Iteration 5Q: 3 clusters Score -2.06794e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -20685392.000000 Penalty: 5958.242188
	Iteration 6F: 3 clusters Score -2.068539e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -20694940.000000 Penalty: 5958.242188
	Iteration 7F: 3 clusters Score -2.069494e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136022 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -20706844.000000 Penalty: 5958.242188
	Iteration 8F: 3 clusters Score -2.070684e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147659 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -20717562.000000 Penalty: 5958.242188
	Iteration 9F: 3 clusters Score -2.071756e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -20723902.000000 Penalty: 5958.242188
	Iteration 10Q: 3 clusters Score -2.07239e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160021 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -20726632.000000 Penalty: 5958.242188
	Iteration 11Q: 3 clusters Score -2.072663e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -20727866.000000 Penalty: 5958.242188
	Iteration 12Q: 3 clusters Score -2.072787e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163228 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20728296.000000 Penalty: 5958.242188
	Iteration 13Q: 3 clusters Score -2.07283e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20728470.000000 Penalty: 5958.242188
	Iteration 14Q: 3 clusters Score -2.072847e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163923 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20728606.000000 Penalty: 5958.242188
	Iteration 15Q: 3 clusters Score -2.072861e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -20728648.000000 Penalty: 5958.242188
	Iteration 16Q: 3 clusters Score -2.072865e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20728688.000000 Penalty: 5958.242188
	Iteration 17Q: 3 clusters Score -2.072869e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20728726.000000 Penalty: 5958.242188
	Iteration 18Q: 3 clusters Score -2.072873e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20728742.000000 Penalty: 5958.242188
	Iteration 19Q: 3 clusters Score -2.072874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164203 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20728776.000000 Penalty: 5958.242188
	Iteration 20F: 3 clusters Score -2.072878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20728802.000000 Penalty: 5958.242188
	Iteration 21Q: 3 clusters Score -2.07288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20728826.000000 Penalty: 5958.242188
	Iteration 22Q: 3 clusters Score -2.072883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20728824.000000 Penalty: 5958.242188
	Iteration 23Q: 3 clusters Score -2.072882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20728838.000000 Penalty: 5958.242188
	Iteration 24Q: 3 clusters Score -2.072884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20728836.000000 Penalty: 5958.242188
	Iteration 25Q: 3 clusters Score -2.072884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20728834.000000 Penalty: 5958.242188
	Iteration 26Q: 3 clusters Score -2.072883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20728838.000000 Penalty: 5958.242188
	Iteration 27Q: 3 clusters Score -2.072884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -20728846.000000 Penalty: 5958.242188
	Iteration 28Q: 3 clusters Score -2.072885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20728846.000000 Penalty: 5958.242188
	Iteration 29Q: 3 clusters Score -2.072885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20728844.000000 Penalty: 5958.242188
	Iteration 30Q: 3 clusters Score -2.072884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20728838.000000 Penalty: 5958.242188
	Iteration 31Q: 3 clusters Score -2.072884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20728854.000000 Penalty: 5958.242188
	Iteration 32Q: 3 clusters Score -2.072885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164244 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20728836.000000 Penalty: 5958.242188
	Iteration 33Q: 3 clusters Score -2.072884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164244 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20728836.000000 Penalty: 5958.242188
	Iteration 34F: 3 clusters Score -2.072884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -29498.957031 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -29498.96 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 151 members 
Entering Unmasked Estep 
Score: -28368.068359 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28368.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28613.287109 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28613.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28827.759766 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -28827.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29097.769531 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -29097.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29496.429688 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -29496.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29877.111328 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -29877.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30145.552734 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30145.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30405.695312 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -30405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30529.154297 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -30529.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30539.093750 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -30539.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30539.093750 Penalty: 2871.820312
	Iteration 10F: 3 clusters Score -30539.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 54338 members 
Mstep: Class 10 contains 213990 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 164816 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 158073 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166675 members 
Mstep: Class 21 contains 138 members 
Entering Unmasked Estep 
Score: -105729072.000000 Penalty: 71147.250000
Splitting cluster 15 changes total score from -105730032.000000 to -105729072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (158073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Entering Unmasked Estep 
Score: -19955306.000000 Penalty: 2968.761230
	Iteration 0F: 2 clusters Score -1.995531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -19853206.000000 Penalty: 5937.522461
	Iteration 0F: 3 clusters Score -1.985321e+07 nChanged 75652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -19896844.000000 Penalty: 5937.522461
	Iteration 1F: 3 clusters Score -1.989684e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -19897904.000000 Penalty: 5937.522461
	Iteration 2Q: 3 clusters Score -1.98979e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -19899154.000000 Penalty: 5937.522461
	Iteration 3Q: 3 clusters Score -1.989915e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -19900944.000000 Penalty: 5937.522461
	Iteration 4Q: 3 clusters Score -1.990094e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -19903440.000000 Penalty: 5937.522461
	Iteration 5Q: 3 clusters Score -1.990344e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -19907270.000000 Penalty: 5937.522461
	Iteration 6Q: 3 clusters Score -1.990727e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -19912800.000000 Penalty: 5937.522461
	Iteration 7F: 3 clusters Score -1.99128e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -19920102.000000 Penalty: 5937.522461
	Iteration 8F: 3 clusters Score -1.99201e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -19928148.000000 Penalty: 5937.522461
	Iteration 9F: 3 clusters Score -1.992815e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116654 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -19935048.000000 Penalty: 5937.522461
	Iteration 10F: 3 clusters Score -1.993505e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -19939228.000000 Penalty: 5937.522461
	Iteration 11Q: 3 clusters Score -1.993923e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -19941388.000000 Penalty: 5937.522461
	Iteration 12Q: 3 clusters Score -1.994139e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -19942776.000000 Penalty: 5937.522461
	Iteration 13Q: 3 clusters Score -1.994278e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130061 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -19943934.000000 Penalty: 5937.522461
	Iteration 14Q: 3 clusters Score -1.994393e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132801 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -19945128.000000 Penalty: 5937.522461
	Iteration 15Q: 3 clusters Score -1.994513e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135404 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -19946134.000000 Penalty: 5937.522461
	Iteration 16Q: 3 clusters Score -1.994613e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -19947240.000000 Penalty: 5937.522461
	Iteration 17Q: 3 clusters Score -1.994724e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140278 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -19948352.000000 Penalty: 5937.522461
	Iteration 18Q: 3 clusters Score -1.994835e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -19949296.000000 Penalty: 5937.522461
	Iteration 19Q: 3 clusters Score -1.99493e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -19950200.000000 Penalty: 5937.522461
	Iteration 20F: 3 clusters Score -1.99502e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146491 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -19951028.000000 Penalty: 5937.522461
	Iteration 21Q: 3 clusters Score -1.995103e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -19951596.000000 Penalty: 5937.522461
	Iteration 22Q: 3 clusters Score -1.99516e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -19952004.000000 Penalty: 5937.522461
	Iteration 23Q: 3 clusters Score -1.9952e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150621 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -19952312.000000 Penalty: 5937.522461
	Iteration 24Q: 3 clusters Score -1.995231e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -19952512.000000 Penalty: 5937.522461
	Iteration 25Q: 3 clusters Score -1.995251e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -19952770.000000 Penalty: 5937.522461
	Iteration 26Q: 3 clusters Score -1.995277e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -19952944.000000 Penalty: 5937.522461
	Iteration 27Q: 3 clusters Score -1.995294e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -19953110.000000 Penalty: 5937.522461
	Iteration 28Q: 3 clusters Score -1.995311e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -19953214.000000 Penalty: 5937.522461
	Iteration 29Q: 3 clusters Score -1.995321e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -19953188.000000 Penalty: 5937.522461
	Iteration 30Q: 3 clusters Score -1.995319e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154780 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19953262.000000 Penalty: 5937.522461
	Iteration 31Q: 3 clusters Score -1.995326e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155032 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -19953388.000000 Penalty: 5937.522461
	Iteration 32Q: 3 clusters Score -1.995339e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19953406.000000 Penalty: 5937.522461
	Iteration 33Q: 3 clusters Score -1.995341e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19953464.000000 Penalty: 5937.522461
	Iteration 34Q: 3 clusters Score -1.995346e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -19953534.000000 Penalty: 5937.522461
	Iteration 35Q: 3 clusters Score -1.995353e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19953544.000000 Penalty: 5937.522461
	Iteration 36Q: 3 clusters Score -1.995354e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19953506.000000 Penalty: 5937.522461
	Iteration 37Q: 3 clusters Score -1.995351e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155941 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19953518.000000 Penalty: 5937.522461
	Iteration 38Q: 3 clusters Score -1.995352e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -19953534.000000 Penalty: 5937.522461
	Iteration 39Q: 3 clusters Score -1.995353e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156060 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19953482.000000 Penalty: 5937.522461
	Iteration 40F: 3 clusters Score -1.995348e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156104 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -19953490.000000 Penalty: 5937.522461
	Iteration 41Q: 3 clusters Score -1.995349e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156146 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19953454.000000 Penalty: 5937.522461
	Iteration 42Q: 3 clusters Score -1.995345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19953476.000000 Penalty: 5937.522461
	Iteration 43Q: 3 clusters Score -1.995348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19953496.000000 Penalty: 5937.522461
	Iteration 44Q: 3 clusters Score -1.99535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19953498.000000 Penalty: 5937.522461
	Iteration 45Q: 3 clusters Score -1.99535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -19953512.000000 Penalty: 5937.522461
	Iteration 46Q: 3 clusters Score -1.995351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19953502.000000 Penalty: 5937.522461
	Iteration 47Q: 3 clusters Score -1.99535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19953508.000000 Penalty: 5937.522461
	Iteration 48Q: 3 clusters Score -1.995351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19953524.000000 Penalty: 5937.522461
	Iteration 49Q: 3 clusters Score -1.995352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156328 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19953516.000000 Penalty: 5937.522461
	Iteration 50Q: 3 clusters Score -1.995352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19953510.000000 Penalty: 5937.522461
	Iteration 51Q: 3 clusters Score -1.995351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -19953508.000000 Penalty: 5937.522461
	Iteration 52Q: 3 clusters Score -1.995351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19953516.000000 Penalty: 5937.522461
	Iteration 53Q: 3 clusters Score -1.995352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19953508.000000 Penalty: 5937.522461
	Iteration 54Q: 3 clusters Score -1.995351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19953494.000000 Penalty: 5937.522461
	Iteration 55Q: 3 clusters Score -1.995349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19953498.000000 Penalty: 5937.522461
	Iteration 56Q: 3 clusters Score -1.99535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19953510.000000 Penalty: 5937.522461
	Iteration 57Q: 3 clusters Score -1.995351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -19953508.000000 Penalty: 5937.522461
	Iteration 58Q: 3 clusters Score -1.995351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156391 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19953510.000000 Penalty: 5937.522461
	Iteration 59Q: 3 clusters Score -1.995351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19953500.000000 Penalty: 5937.522461
	Iteration 60F: 3 clusters Score -1.99535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19953510.000000 Penalty: 5937.522461
	Iteration 61Q: 3 clusters Score -1.995351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19953510.000000 Penalty: 5937.522461
	Iteration 62Q: 3 clusters Score -1.995351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19953504.000000 Penalty: 5937.522461
	Iteration 63Q: 3 clusters Score -1.99535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19953508.000000 Penalty: 5937.522461
	Iteration 64Q: 3 clusters Score -1.995351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19953504.000000 Penalty: 5937.522461
	Iteration 65Q: 3 clusters Score -1.99535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19953502.000000 Penalty: 5937.522461
	Iteration 66Q: 3 clusters Score -1.99535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19953504.000000 Penalty: 5937.522461
	Iteration 67Q: 3 clusters Score -1.99535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -19953520.000000 Penalty: 5937.522461
	Iteration 68Q: 3 clusters Score -1.995352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19953520.000000 Penalty: 5937.522461
	Iteration 69Q: 3 clusters Score -1.995352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19953514.000000 Penalty: 5937.522461
	Iteration 70Q: 3 clusters Score -1.995351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -19953516.000000 Penalty: 5937.522461
	Iteration 71Q: 3 clusters Score -1.995352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19953518.000000 Penalty: 5937.522461
	Iteration 72Q: 3 clusters Score -1.995352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19953518.000000 Penalty: 5937.522461
	Iteration 73F: 3 clusters Score -1.995352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -125323.242188 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -125323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123383.320312 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -123383.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124546.476562 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -124546.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126123.367188 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -126123.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127009.531250 Penalty: 3505.390625
	Iteration 3F: 3 clusters Score -127009.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127302.906250 Penalty: 3505.390625
	Iteration 4F: 3 clusters Score -127302.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -127492.843750 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -127492.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -127778.328125 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -127778.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -128099.406250 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -128099.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -128147.203125 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -128147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -128163.726562 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -128163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128169.421875 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -128169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128170.390625 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -128170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -128175.304688 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -128175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -128179.507812 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -128179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -128181.539062 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -128181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -128182.468750 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -128182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -128182.664062 Penalty: 3505.390625
	Iteration 16F: 3 clusters Score -128182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -128185.390625 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -128185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -128188.125000 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -128188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -128193.445312 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -128193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -128199.867188 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -128199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -128220.734375 Penalty: 3505.390625
	Iteration 21Q: 3 clusters Score -128220.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -128273.953125 Penalty: 3505.390625
	Iteration 22Q: 3 clusters Score -128274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128427.859375 Penalty: 3505.390625
	Iteration 23Q: 3 clusters Score -128427.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -128745.703125 Penalty: 3505.390625
	Iteration 24Q: 3 clusters Score -128745.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128796.625000 Penalty: 3505.390625
	Iteration 25Q: 3 clusters Score -128796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128796.625000 Penalty: 3505.390625
	Iteration 26F: 3 clusters Score -128796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 54338 members 
Mstep: Class 10 contains 213990 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 164816 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158073 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166675 members 
Mstep: Class 21 contains 413 members 
Entering Unmasked Estep 
Score: -105731792.000000 Penalty: 71147.250000
Splitting cluster 17 changes total score from -105730032.000000 to -105731792.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (22472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Entering Unmasked Estep 
Score: -2865030.250000 Penalty: 2484.966309
	Iteration 0F: 2 clusters Score -2865030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2849429.250000 Penalty: 4969.932617
	Iteration 0F: 3 clusters Score -2849429 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2854761.000000 Penalty: 4969.932617
	Iteration 1F: 3 clusters Score -2854761 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2855215.500000 Penalty: 4969.932617
	Iteration 2F: 3 clusters Score -2855216 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2855686.000000 Penalty: 4969.932617
	Iteration 3Q: 3 clusters Score -2855686 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2856282.500000 Penalty: 4969.932617
	Iteration 4F: 3 clusters Score -2856282 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2857053.250000 Penalty: 4969.932617
	Iteration 5F: 3 clusters Score -2857053 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2858059.750000 Penalty: 4969.932617
	Iteration 6F: 3 clusters Score -2858060 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2859271.000000 Penalty: 4969.932617
	Iteration 7F: 3 clusters Score -2859271 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2860471.000000 Penalty: 4969.932617
	Iteration 8F: 3 clusters Score -2860471 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2861473.750000 Penalty: 4969.932617
	Iteration 9Q: 3 clusters Score -2861474 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2862145.750000 Penalty: 4969.932617
	Iteration 10Q: 3 clusters Score -2862146 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2862509.750000 Penalty: 4969.932617
	Iteration 11Q: 3 clusters Score -2862510 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2862678.250000 Penalty: 4969.932617
	Iteration 12Q: 3 clusters Score -2862678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2862758.500000 Penalty: 4969.932617
	Iteration 13Q: 3 clusters Score -2862758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2862814.000000 Penalty: 4969.932617
	Iteration 14Q: 3 clusters Score -2862814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2862860.500000 Penalty: 4969.932617
	Iteration 15Q: 3 clusters Score -2862860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2862898.500000 Penalty: 4969.932617
	Iteration 16Q: 3 clusters Score -2862898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2862922.500000 Penalty: 4969.932617
	Iteration 17Q: 3 clusters Score -2862922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2862943.500000 Penalty: 4969.932617
	Iteration 18Q: 3 clusters Score -2862944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2862961.000000 Penalty: 4969.932617
	Iteration 19Q: 3 clusters Score -2862961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2862972.000000 Penalty: 4969.932617
	Iteration 20F: 3 clusters Score -2862972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2862988.250000 Penalty: 4969.932617
	Iteration 21Q: 3 clusters Score -2862988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2863003.000000 Penalty: 4969.932617
	Iteration 22Q: 3 clusters Score -2863003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2863003.000000 Penalty: 4969.932617
	Iteration 23Q: 3 clusters Score -2863003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2863003.750000 Penalty: 4969.932617
	Iteration 24Q: 3 clusters Score -2863004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2863008.500000 Penalty: 4969.932617
	Iteration 25Q: 3 clusters Score -2863008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2863008.750000 Penalty: 4969.932617
	Iteration 26Q: 3 clusters Score -2863009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2863009.500000 Penalty: 4969.932617
	Iteration 27Q: 3 clusters Score -2863010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2863015.500000 Penalty: 4969.932617
	Iteration 28Q: 3 clusters Score -2863016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2863016.750000 Penalty: 4969.932617
	Iteration 29Q: 3 clusters Score -2863017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2863016.250000 Penalty: 4969.932617
	Iteration 30Q: 3 clusters Score -2863016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2863015.250000 Penalty: 4969.932617
	Iteration 31Q: 3 clusters Score -2863015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2863013.500000 Penalty: 4969.932617
	Iteration 32Q: 3 clusters Score -2863014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2863014.500000 Penalty: 4969.932617
	Iteration 33Q: 3 clusters Score -2863014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2863014.500000 Penalty: 4969.932617
	Iteration 34F: 3 clusters Score -2863014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31366.978516 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31366.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30142.736328 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30142.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30329.517578 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30329.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30405.998047 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30476.318359 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30476.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30539.919922 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30539.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30591.345703 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30591.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30662.275391 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30662.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30738.144531 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -30738.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30798.792969 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -30798.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30873.591797 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -30873.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30901.701172 Penalty: 2867.248779
	Iteration 10Q: 3 clusters Score -30901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30957.886719 Penalty: 2867.248779
	Iteration 11Q: 3 clusters Score -30957.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31004.425781 Penalty: 2867.248779
	Iteration 12Q: 3 clusters Score -31004.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31022.314453 Penalty: 2867.248779
	Iteration 13Q: 3 clusters Score -31022.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31078.496094 Penalty: 2867.248779
	Iteration 14Q: 3 clusters Score -31078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31133.718750 Penalty: 2867.248779
	Iteration 15Q: 3 clusters Score -31133.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31148.972656 Penalty: 2867.248779
	Iteration 16Q: 3 clusters Score -31148.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31148.972656 Penalty: 2867.248779
	Iteration 17F: 3 clusters Score -31148.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Entering Unmasked Estep 
Score: -20962020.000000 Penalty: 2981.902588
	Iteration 0F: 2 clusters Score -2.096202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -20854222.000000 Penalty: 5963.805176
	Iteration 0F: 3 clusters Score -2.085422e+07 nChanged 79553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -20900752.000000 Penalty: 5963.805176
	Iteration 1F: 3 clusters Score -2.090075e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -20902150.000000 Penalty: 5963.805176
	Iteration 2Q: 3 clusters Score -2.090215e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -20903800.000000 Penalty: 5963.805176
	Iteration 3Q: 3 clusters Score -2.09038e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -20906398.000000 Penalty: 5963.805176
	Iteration 4Q: 3 clusters Score -2.09064e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -20910692.000000 Penalty: 5963.805176
	Iteration 5Q: 3 clusters Score -2.091069e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -20917236.000000 Penalty: 5963.805176
	Iteration 6F: 3 clusters Score -2.091724e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -20926766.000000 Penalty: 5963.805176
	Iteration 7F: 3 clusters Score -2.092677e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -20936282.000000 Penalty: 5963.805176
	Iteration 8F: 3 clusters Score -2.093628e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -20941534.000000 Penalty: 5963.805176
	Iteration 9F: 3 clusters Score -2.094153e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -20943698.000000 Penalty: 5963.805176
	Iteration 10Q: 3 clusters Score -2.09437e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -20945100.000000 Penalty: 5963.805176
	Iteration 11Q: 3 clusters Score -2.09451e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -20946434.000000 Penalty: 5963.805176
	Iteration 12Q: 3 clusters Score -2.094643e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -20947720.000000 Penalty: 5963.805176
	Iteration 13Q: 3 clusters Score -2.094772e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 112070 members 
Entering Unmasked Estep 
Score: -20948698.000000 Penalty: 5963.805176
	Iteration 14Q: 3 clusters Score -2.09487e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -20949622.000000 Penalty: 5963.805176
	Iteration 15Q: 3 clusters Score -2.094962e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -20950476.000000 Penalty: 5963.805176
	Iteration 16Q: 3 clusters Score -2.095048e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 116241 members 
Entering Unmasked Estep 
Score: -20951248.000000 Penalty: 5963.805176
	Iteration 17Q: 3 clusters Score -2.095125e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -20951776.000000 Penalty: 5963.805176
	Iteration 18Q: 3 clusters Score -2.095178e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -20952290.000000 Penalty: 5963.805176
	Iteration 19Q: 3 clusters Score -2.095229e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 119411 members 
Entering Unmasked Estep 
Score: -20952582.000000 Penalty: 5963.805176
	Iteration 20F: 3 clusters Score -2.095258e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 120364 members 
Entering Unmasked Estep 
Score: -20952850.000000 Penalty: 5963.805176
	Iteration 21Q: 3 clusters Score -2.095285e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -20953132.000000 Penalty: 5963.805176
	Iteration 22Q: 3 clusters Score -2.095313e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -20953346.000000 Penalty: 5963.805176
	Iteration 23Q: 3 clusters Score -2.095335e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -20953614.000000 Penalty: 5963.805176
	Iteration 24Q: 3 clusters Score -2.095361e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 123913 members 
Entering Unmasked Estep 
Score: -20953722.000000 Penalty: 5963.805176
	Iteration 25Q: 3 clusters Score -2.095372e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -20953876.000000 Penalty: 5963.805176
	Iteration 26Q: 3 clusters Score -2.095388e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -20954042.000000 Penalty: 5963.805176
	Iteration 27Q: 3 clusters Score -2.095404e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 126566 members 
Entering Unmasked Estep 
Score: -20954132.000000 Penalty: 5963.805176
	Iteration 28Q: 3 clusters Score -2.095413e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -20954252.000000 Penalty: 5963.805176
	Iteration 29Q: 3 clusters Score -2.095425e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 128332 members 
Entering Unmasked Estep 
Score: -20954362.000000 Penalty: 5963.805176
	Iteration 30Q: 3 clusters Score -2.095436e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 129233 members 
Entering Unmasked Estep 
Score: -20954436.000000 Penalty: 5963.805176
	Iteration 31Q: 3 clusters Score -2.095444e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -20954606.000000 Penalty: 5963.805176
	Iteration 32Q: 3 clusters Score -2.095461e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 131021 members 
Entering Unmasked Estep 
Score: -20954750.000000 Penalty: 5963.805176
	Iteration 33Q: 3 clusters Score -2.095475e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -20954966.000000 Penalty: 5963.805176
	Iteration 34Q: 3 clusters Score -2.095497e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 132895 members 
Entering Unmasked Estep 
Score: -20955044.000000 Penalty: 5963.805176
	Iteration 35Q: 3 clusters Score -2.095504e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -20955126.000000 Penalty: 5963.805176
	Iteration 36Q: 3 clusters Score -2.095513e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -20955296.000000 Penalty: 5963.805176
	Iteration 37Q: 3 clusters Score -2.09553e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -20955480.000000 Penalty: 5963.805176
	Iteration 38Q: 3 clusters Score -2.095548e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 136726 members 
Entering Unmasked Estep 
Score: -20955738.000000 Penalty: 5963.805176
	Iteration 39Q: 3 clusters Score -2.095574e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -20955870.000000 Penalty: 5963.805176
	Iteration 40F: 3 clusters Score -2.095587e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -20955942.000000 Penalty: 5963.805176
	Iteration 41Q: 3 clusters Score -2.095594e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 139759 members 
Entering Unmasked Estep 
Score: -20956090.000000 Penalty: 5963.805176
	Iteration 42Q: 3 clusters Score -2.095609e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 140845 members 
Entering Unmasked Estep 
Score: -20956366.000000 Penalty: 5963.805176
	Iteration 43Q: 3 clusters Score -2.095637e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 141928 members 
Entering Unmasked Estep 
Score: -20956596.000000 Penalty: 5963.805176
	Iteration 44Q: 3 clusters Score -2.09566e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 143056 members 
Entering Unmasked Estep 
Score: -20956792.000000 Penalty: 5963.805176
	Iteration 45Q: 3 clusters Score -2.095679e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
Score: -20957058.000000 Penalty: 5963.805176
	Iteration 46Q: 3 clusters Score -2.095706e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -20957276.000000 Penalty: 5963.805176
	Iteration 47Q: 3 clusters Score -2.095728e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 146468 members 
Entering Unmasked Estep 
Score: -20957494.000000 Penalty: 5963.805176
	Iteration 48Q: 3 clusters Score -2.095749e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -20957768.000000 Penalty: 5963.805176
	Iteration 49Q: 3 clusters Score -2.095777e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 148809 members 
Entering Unmasked Estep 
Score: -20957992.000000 Penalty: 5963.805176
	Iteration 50Q: 3 clusters Score -2.095799e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -20958236.000000 Penalty: 5963.805176
	Iteration 51Q: 3 clusters Score -2.095824e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -20958436.000000 Penalty: 5963.805176
	Iteration 52Q: 3 clusters Score -2.095844e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 152290 members 
Entering Unmasked Estep 
Score: -20958696.000000 Penalty: 5963.805176
	Iteration 53Q: 3 clusters Score -2.09587e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -20958868.000000 Penalty: 5963.805176
	Iteration 54Q: 3 clusters Score -2.095887e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -20959034.000000 Penalty: 5963.805176
	Iteration 55Q: 3 clusters Score -2.095903e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -20959160.000000 Penalty: 5963.805176
	Iteration 56Q: 3 clusters Score -2.095916e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -20959376.000000 Penalty: 5963.805176
	Iteration 57Q: 3 clusters Score -2.095938e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 157087 members 
Entering Unmasked Estep 
Score: -20959564.000000 Penalty: 5963.805176
	Iteration 58Q: 3 clusters Score -2.095956e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 157798 members 
Entering Unmasked Estep 
Score: -20959656.000000 Penalty: 5963.805176
	Iteration 59Q: 3 clusters Score -2.095966e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 158521 members 
Entering Unmasked Estep 
Score: -20959736.000000 Penalty: 5963.805176
	Iteration 60F: 3 clusters Score -2.095974e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -20959844.000000 Penalty: 5963.805176
	Iteration 61Q: 3 clusters Score -2.095984e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -20959956.000000 Penalty: 5963.805176
	Iteration 62Q: 3 clusters Score -2.095996e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 160320 members 
Entering Unmasked Estep 
Score: -20960028.000000 Penalty: 5963.805176
	Iteration 63Q: 3 clusters Score -2.096003e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -20960070.000000 Penalty: 5963.805176
	Iteration 64Q: 3 clusters Score -2.096007e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -20960094.000000 Penalty: 5963.805176
	Iteration 65Q: 3 clusters Score -2.096009e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -20960096.000000 Penalty: 5963.805176
	Iteration 66Q: 3 clusters Score -2.09601e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 162034 members 
Entering Unmasked Estep 
Score: -20960126.000000 Penalty: 5963.805176
	Iteration 67Q: 3 clusters Score -2.096013e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -20960166.000000 Penalty: 5963.805176
	Iteration 68Q: 3 clusters Score -2.096017e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 162659 members 
Entering Unmasked Estep 
Score: -20960144.000000 Penalty: 5963.805176
	Iteration 69Q: 3 clusters Score -2.096014e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 162909 members 
Entering Unmasked Estep 
Score: -20960262.000000 Penalty: 5963.805176
	Iteration 70Q: 3 clusters Score -2.096026e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -20960328.000000 Penalty: 5963.805176
	Iteration 71Q: 3 clusters Score -2.096033e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -20960328.000000 Penalty: 5963.805176
	Iteration 72Q: 3 clusters Score -2.096033e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 163537 members 
Entering Unmasked Estep 
Score: -20960328.000000 Penalty: 5963.805176
	Iteration 73Q: 3 clusters Score -2.096033e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -20960378.000000 Penalty: 5963.805176
	Iteration 74Q: 3 clusters Score -2.096038e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -20960416.000000 Penalty: 5963.805176
	Iteration 75Q: 3 clusters Score -2.096042e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -20960394.000000 Penalty: 5963.805176
	Iteration 76Q: 3 clusters Score -2.096039e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -20960418.000000 Penalty: 5963.805176
	Iteration 77Q: 3 clusters Score -2.096042e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 164036 members 
Entering Unmasked Estep 
Score: -20960400.000000 Penalty: 5963.805176
	Iteration 78Q: 3 clusters Score -2.09604e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 164089 members 
Entering Unmasked Estep 
Score: -20960458.000000 Penalty: 5963.805176
	Iteration 79Q: 3 clusters Score -2.096046e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -20960460.000000 Penalty: 5963.805176
	Iteration 80F: 3 clusters Score -2.096046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -20960424.000000 Penalty: 5963.805176
	Iteration 81Q: 3 clusters Score -2.096042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 164209 members 
Entering Unmasked Estep 
Score: -20960442.000000 Penalty: 5963.805176
	Iteration 82Q: 3 clusters Score -2.096044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -20960444.000000 Penalty: 5963.805176
	Iteration 83Q: 3 clusters Score -2.096044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 164246 members 
Entering Unmasked Estep 
Score: -20960426.000000 Penalty: 5963.805176
	Iteration 84Q: 3 clusters Score -2.096043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 164256 members 
Entering Unmasked Estep 
Score: -20960434.000000 Penalty: 5963.805176
	Iteration 85Q: 3 clusters Score -2.096043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -20960440.000000 Penalty: 5963.805176
	Iteration 86Q: 3 clusters Score -2.096044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 164280 members 
Entering Unmasked Estep 
Score: -20960418.000000 Penalty: 5963.805176
	Iteration 87Q: 3 clusters Score -2.096042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -20960430.000000 Penalty: 5963.805176
	Iteration 88Q: 3 clusters Score -2.096043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -20960420.000000 Penalty: 5963.805176
	Iteration 89Q: 3 clusters Score -2.096042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -20960424.000000 Penalty: 5963.805176
	Iteration 90Q: 3 clusters Score -2.096042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -20960388.000000 Penalty: 5963.805176
	Iteration 91Q: 3 clusters Score -2.096039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -20960374.000000 Penalty: 5963.805176
	Iteration 92Q: 3 clusters Score -2.096037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -20960380.000000 Penalty: 5963.805176
	Iteration 93Q: 3 clusters Score -2.096038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -20960372.000000 Penalty: 5963.805176
	Iteration 94Q: 3 clusters Score -2.096037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -20960354.000000 Penalty: 5963.805176
	Iteration 95Q: 3 clusters Score -2.096035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -20960362.000000 Penalty: 5963.805176
	Iteration 96Q: 3 clusters Score -2.096036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -20960382.000000 Penalty: 5963.805176
	Iteration 97Q: 3 clusters Score -2.096038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 164451 members 
Entering Unmasked Estep 
Score: -20960370.000000 Penalty: 5963.805176
	Iteration 98Q: 3 clusters Score -2.096037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -20960392.000000 Penalty: 5963.805176
	Iteration 99Q: 3 clusters Score -2.096039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -20960368.000000 Penalty: 5963.805176
	Iteration 100F: 3 clusters Score -2.096037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -20960362.000000 Penalty: 5963.805176
	Iteration 101Q: 3 clusters Score -2.096036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -20960350.000000 Penalty: 5963.805176
	Iteration 102Q: 3 clusters Score -2.096035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -20960346.000000 Penalty: 5963.805176
	Iteration 103Q: 3 clusters Score -2.096035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -20960362.000000 Penalty: 5963.805176
	Iteration 104Q: 3 clusters Score -2.096036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -20960338.000000 Penalty: 5963.805176
	Iteration 105Q: 3 clusters Score -2.096034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -20960344.000000 Penalty: 5963.805176
	Iteration 106Q: 3 clusters Score -2.096034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 164531 members 
Entering Unmasked Estep 
Score: -20960358.000000 Penalty: 5963.805176
	Iteration 107Q: 3 clusters Score -2.096036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -20960352.000000 Penalty: 5963.805176
	Iteration 108Q: 3 clusters Score -2.096035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -20960356.000000 Penalty: 5963.805176
	Iteration 109Q: 3 clusters Score -2.096036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -20960346.000000 Penalty: 5963.805176
	Iteration 110Q: 3 clusters Score -2.096035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -20960354.000000 Penalty: 5963.805176
	Iteration 111Q: 3 clusters Score -2.096035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 164553 members 
Entering Unmasked Estep 
Score: -20960352.000000 Penalty: 5963.805176
	Iteration 112Q: 3 clusters Score -2.096035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -20960354.000000 Penalty: 5963.805176
	Iteration 113Q: 3 clusters Score -2.096035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -20960342.000000 Penalty: 5963.805176
	Iteration 114Q: 3 clusters Score -2.096034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 164561 members 
Entering Unmasked Estep 
Score: -20960338.000000 Penalty: 5963.805176
	Iteration 115Q: 3 clusters Score -2.096034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -20960348.000000 Penalty: 5963.805176
	Iteration 116Q: 3 clusters Score -2.096035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 164567 members 
Entering Unmasked Estep 
Score: -20960356.000000 Penalty: 5963.805176
	Iteration 117Q: 3 clusters Score -2.096036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -20960352.000000 Penalty: 5963.805176
	Iteration 118Q: 3 clusters Score -2.096035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -20960356.000000 Penalty: 5963.805176
	Iteration 119Q: 3 clusters Score -2.096036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -20960344.000000 Penalty: 5963.805176
	Iteration 120F: 3 clusters Score -2.096034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -20960336.000000 Penalty: 5963.805176
	Iteration 121Q: 3 clusters Score -2.096034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -20960340.000000 Penalty: 5963.805176
	Iteration 122Q: 3 clusters Score -2.096034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -20960352.000000 Penalty: 5963.805176
	Iteration 123Q: 3 clusters Score -2.096035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -20960346.000000 Penalty: 5963.805176
	Iteration 124Q: 3 clusters Score -2.096035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -20960346.000000 Penalty: 5963.805176
	Iteration 125F: 3 clusters Score -2.096035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 54338 members 
Mstep: Class 10 contains 213990 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 164816 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158073 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731800.000000 Penalty: 71147.250000
Iteration 159Q: 22 clusters Score -1.057318e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3360 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35687 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 54333 members 
Mstep: Class 10 contains 213962 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1115 members 
Mstep: Class 13 contains 15123 members 
Mstep: Class 14 contains 164834 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158068 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22465 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 166609 members 
Mstep: Class 21 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731920.000000 Penalty: 71147.250000
Iteration 160F: 22 clusters Score -1.057319e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3355 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35778 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 7792 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 213910 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 164857 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158049 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22461 members 
Mstep: Class 19 contains 319 members 
Mstep: Class 20 contains 166588 members 
Mstep: Class 21 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732264.000000 Penalty: 71147.250000
Iteration 161Q: 22 clusters Score -1.057323e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35867 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 54311 members 
Mstep: Class 10 contains 213851 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 15087 members 
Mstep: Class 14 contains 164874 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158043 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22451 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166574 members 
Mstep: Class 21 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732368.000000 Penalty: 71147.250000
Iteration 162Q: 22 clusters Score -1.057324e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 35974 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 54307 members 
Mstep: Class 10 contains 213745 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 164911 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158042 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22438 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166546 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732240.000000 Penalty: 71147.250000
Iteration 163Q: 22 clusters Score -1.057322e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 36070 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 7813 members 
Mstep: Class 9 contains 54296 members 
Mstep: Class 10 contains 213653 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 15063 members 
Mstep: Class 14 contains 164960 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158026 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22435 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166517 members 
Mstep: Class 21 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 22 clusters Score -1.057322e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 36162 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 54275 members 
Mstep: Class 10 contains 213574 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 164991 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158012 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22431 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166504 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732120.000000 Penalty: 71147.250000
Iteration 165Q: 22 clusters Score -1.057321e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 36261 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 54262 members 
Mstep: Class 10 contains 213471 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 15054 members 
Mstep: Class 14 contains 165029 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157990 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22424 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166507 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732320.000000 Penalty: 71147.250000
Iteration 166Q: 22 clusters Score -1.057323e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 36352 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 54243 members 
Mstep: Class 10 contains 213376 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 165048 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157973 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22416 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166540 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732336.000000 Penalty: 71147.250000
Iteration 167Q: 22 clusters Score -1.057323e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 36454 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 54224 members 
Mstep: Class 10 contains 213281 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 165071 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157971 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22411 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166544 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732304.000000 Penalty: 71147.250000
Iteration 168Q: 22 clusters Score -1.057323e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 36557 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 7844 members 
Mstep: Class 9 contains 54211 members 
Mstep: Class 10 contains 213228 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 165096 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157956 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22410 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166493 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732376.000000 Penalty: 71147.250000
Iteration 169Q: 22 clusters Score -1.057324e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 36662 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 54196 members 
Mstep: Class 10 contains 213175 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 165112 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157952 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22406 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166450 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732464.000000 Penalty: 71147.250000
Iteration 170Q: 22 clusters Score -1.057325e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 36775 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7859 members 
Mstep: Class 9 contains 54185 members 
Mstep: Class 10 contains 213116 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 165098 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157965 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22395 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166422 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732296.000000 Penalty: 71147.250000
Iteration 171Q: 22 clusters Score -1.057323e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 36896 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7867 members 
Mstep: Class 9 contains 54169 members 
Mstep: Class 10 contains 213038 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 165106 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157986 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22394 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166366 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732360.000000 Penalty: 71147.250000
Iteration 172Q: 22 clusters Score -1.057324e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 37000 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 54156 members 
Mstep: Class 10 contains 212992 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14950 members 
Mstep: Class 14 contains 165099 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158006 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22389 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166323 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732496.000000 Penalty: 71147.250000
Iteration 173Q: 22 clusters Score -1.057325e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 37105 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7885 members 
Mstep: Class 9 contains 54152 members 
Mstep: Class 10 contains 212931 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 165088 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158019 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22382 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166302 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732312.000000 Penalty: 71147.250000
Iteration 174Q: 22 clusters Score -1.057323e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 37200 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 54135 members 
Mstep: Class 10 contains 212875 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 165073 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158032 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22378 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166293 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732280.000000 Penalty: 71147.250000
Iteration 175Q: 22 clusters Score -1.057323e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 37300 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7905 members 
Mstep: Class 9 contains 54122 members 
Mstep: Class 10 contains 212828 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 165025 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158043 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22373 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166305 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732336.000000 Penalty: 71147.250000
Iteration 176Q: 22 clusters Score -1.057323e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3325 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 37400 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 54111 members 
Mstep: Class 10 contains 212780 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 164975 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158036 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22367 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166330 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732344.000000 Penalty: 71147.250000
Iteration 177Q: 22 clusters Score -1.057323e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 37493 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 54111 members 
Mstep: Class 10 contains 212734 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 164949 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158033 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22351 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166338 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732480.000000 Penalty: 71147.250000
Iteration 178Q: 22 clusters Score -1.057325e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 37606 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 54104 members 
Mstep: Class 10 contains 212668 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14830 members 
Mstep: Class 14 contains 164923 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158031 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22340 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166336 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732352.000000 Penalty: 71147.250000
Iteration 179Q: 22 clusters Score -1.057324e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 37709 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 54102 members 
Mstep: Class 10 contains 212599 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 14819 members 
Mstep: Class 14 contains 164921 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 158008 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22333 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166334 members 
Mstep: Class 21 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732384.000000 Penalty: 71147.250000
Iteration 180F: 22 clusters Score -1.057324e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 37821 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 7933 members 
Mstep: Class 9 contains 54098 members 
Mstep: Class 10 contains 212524 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14813 members 
Mstep: Class 14 contains 164926 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157985 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22329 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166320 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732416.000000 Penalty: 71147.250000
Iteration 181Q: 22 clusters Score -1.057324e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 37942 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 7936 members 
Mstep: Class 9 contains 54092 members 
Mstep: Class 10 contains 212441 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 14 contains 164930 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157949 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22323 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166318 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732336.000000 Penalty: 71147.250000
Iteration 182Q: 22 clusters Score -1.057323e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38070 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 54079 members 
Mstep: Class 10 contains 212383 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 164922 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157912 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22313 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166314 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732288.000000 Penalty: 71147.250000
Iteration 183Q: 22 clusters Score -1.057323e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38178 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 54071 members 
Mstep: Class 10 contains 212332 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14780 members 
Mstep: Class 14 contains 164911 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157868 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22309 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166329 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732296.000000 Penalty: 71147.250000
Iteration 184Q: 22 clusters Score -1.057323e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38291 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 54064 members 
Mstep: Class 10 contains 212296 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 164913 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157816 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22293 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166327 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732296.000000 Penalty: 71147.250000
Iteration 185Q: 22 clusters Score -1.057323e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 7952 members 
Mstep: Class 9 contains 54036 members 
Mstep: Class 10 contains 212209 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14759 members 
Mstep: Class 14 contains 164893 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157793 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22289 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166343 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732464.000000 Penalty: 71147.250000
Iteration 186Q: 22 clusters Score -1.057325e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3303 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38554 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 8 contains 7959 members 
Mstep: Class 9 contains 54008 members 
Mstep: Class 10 contains 212162 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 164873 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 157774 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22280 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166342 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732424.000000 Penalty: 71147.250000
Iteration 187Q: 22 clusters Score -1.057324e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38679 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 53987 members 
Mstep: Class 10 contains 212118 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 164868 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 157762 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22274 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166313 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732544.000000 Penalty: 71147.250000
Iteration 188Q: 22 clusters Score -1.057325e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38822 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 53952 members 
Mstep: Class 10 contains 212051 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14725 members 
Mstep: Class 14 contains 164861 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 157728 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22264 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166325 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732480.000000 Penalty: 71147.250000
Iteration 189Q: 22 clusters Score -1.057325e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 38984 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 53901 members 
Mstep: Class 10 contains 211984 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 164855 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 157712 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22248 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166322 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732696.000000 Penalty: 71147.250000
Iteration 190Q: 22 clusters Score -1.057327e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 39125 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 7984 members 
Mstep: Class 9 contains 53867 members 
Mstep: Class 10 contains 211916 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14700 members 
Mstep: Class 14 contains 164840 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157702 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166320 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732688.000000 Penalty: 71147.250000
Iteration 191Q: 22 clusters Score -1.057327e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 39255 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 7991 members 
Mstep: Class 9 contains 53841 members 
Mstep: Class 10 contains 211852 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 164818 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157703 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22236 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166306 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732760.000000 Penalty: 71147.250000
Iteration 192Q: 22 clusters Score -1.057328e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 39373 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 53825 members 
Mstep: Class 10 contains 211807 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 164790 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157697 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22223 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166302 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732904.000000 Penalty: 71147.250000
Iteration 193Q: 22 clusters Score -1.057329e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 39480 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 53805 members 
Mstep: Class 10 contains 211751 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14654 members 
Mstep: Class 14 contains 164781 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157679 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22216 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166316 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732848.000000 Penalty: 71147.250000
Iteration 194Q: 22 clusters Score -1.057328e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 39610 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 8018 members 
Mstep: Class 9 contains 53773 members 
Mstep: Class 10 contains 211704 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 164758 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157662 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22208 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166312 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732936.000000 Penalty: 71147.250000
Iteration 195Q: 22 clusters Score -1.057329e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 39721 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 8030 members 
Mstep: Class 9 contains 53749 members 
Mstep: Class 10 contains 211681 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14634 members 
Mstep: Class 14 contains 164715 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157633 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22200 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166321 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732944.000000 Penalty: 71147.250000
Iteration 196Q: 22 clusters Score -1.057329e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 39837 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8034 members 
Mstep: Class 9 contains 53732 members 
Mstep: Class 10 contains 211662 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14625 members 
Mstep: Class 14 contains 164718 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157579 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22191 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166303 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732960.000000 Penalty: 71147.250000
Iteration 197Q: 22 clusters Score -1.05733e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 39962 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 53703 members 
Mstep: Class 10 contains 211614 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14618 members 
Mstep: Class 14 contains 164711 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157558 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22186 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166280 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733200.000000 Penalty: 71147.250000
Iteration 198Q: 22 clusters Score -1.057332e+08 nChanged 562
Entering ConstructFrom: 
Score: -105733200.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -742362.250000 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -742362.2 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 2989 members 
Entering Unmasked Estep 
Score: -737297.375000 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -737297.4 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -738605.250000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -738605.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -738841.750000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -738841.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -739052.000000 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -739052 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -739242.250000 Penalty: 4302.231934
	Iteration 4Q: 3 clusters Score -739242.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -739408.187500 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -739408.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -739574.250000 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -739574.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -739755.000000 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -739755 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -739924.875000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -739924.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -740078.250000 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -740078.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -740209.062500 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -740209.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -740332.937500 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -740332.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -740435.875000 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -740435.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -740516.062500 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -740516.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -740575.000000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -740575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -740624.250000 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -740624.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -740655.000000 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -740655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -740689.875000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -740689.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -740719.062500 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -740719.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -740745.375000 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -740745.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -740766.812500 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -740766.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -740787.250000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -740787.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -740801.750000 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -740801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -740810.312500 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -740810.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -740820.062500 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -740820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -740832.312500 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -740832.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -740841.312500 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -740841.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -740848.562500 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -740848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -740857.500000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -740857.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -740867.937500 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -740867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -740877.375000 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -740877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -740882.750000 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -740882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -740891.437500 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -740891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -740897.437500 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -740897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -740901.750000 Penalty: 4302.231934
	Iteration 34Q: 3 clusters Score -740901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -740904.750000 Penalty: 4302.231934
	Iteration 35Q: 3 clusters Score -740904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -740906.312500 Penalty: 4302.231934
	Iteration 36Q: 3 clusters Score -740906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -740905.437500 Penalty: 4302.231934
	Iteration 37Q: 3 clusters Score -740905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -740905.437500 Penalty: 4302.231934
	Iteration 38F: 3 clusters Score -740905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -387750.343750 Penalty: 2007.784058
	Iteration 0F: 2 clusters Score -387750.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -384266.750000 Penalty: 4015.568115
	Iteration 0F: 3 clusters Score -384266.8 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -384976.718750 Penalty: 4015.568115
	Iteration 1F: 3 clusters Score -384976.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -385203.375000 Penalty: 4015.568115
	Iteration 2F: 3 clusters Score -385203.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -385330.125000 Penalty: 4015.568115
	Iteration 3F: 3 clusters Score -385330.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -385436.218750 Penalty: 4015.568115
	Iteration 4Q: 3 clusters Score -385436.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -385522.875000 Penalty: 4015.568115
	Iteration 5Q: 3 clusters Score -385522.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -385605.000000 Penalty: 4015.568115
	Iteration 6Q: 3 clusters Score -385605 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -385679.250000 Penalty: 4015.568115
	Iteration 7Q: 3 clusters Score -385679.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -385743.281250 Penalty: 4015.568115
	Iteration 8Q: 3 clusters Score -385743.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -385795.437500 Penalty: 4015.568115
	Iteration 9Q: 3 clusters Score -385795.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -385848.000000 Penalty: 4015.568115
	Iteration 10Q: 3 clusters Score -385848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -385892.218750 Penalty: 4015.568115
	Iteration 11Q: 3 clusters Score -385892.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -385931.750000 Penalty: 4015.568115
	Iteration 12Q: 3 clusters Score -385931.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -385962.531250 Penalty: 4015.568115
	Iteration 13Q: 3 clusters Score -385962.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -385997.625000 Penalty: 4015.568115
	Iteration 14Q: 3 clusters Score -385997.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -386019.093750 Penalty: 4015.568115
	Iteration 15Q: 3 clusters Score -386019.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -386039.906250 Penalty: 4015.568115
	Iteration 16Q: 3 clusters Score -386039.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -386062.437500 Penalty: 4015.568115
	Iteration 17Q: 3 clusters Score -386062.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -386087.937500 Penalty: 4015.568115
	Iteration 18Q: 3 clusters Score -386087.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -386120.343750 Penalty: 4015.568115
	Iteration 19Q: 3 clusters Score -386120.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -386143.875000 Penalty: 4015.568115
	Iteration 20F: 3 clusters Score -386143.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -386156.937500 Penalty: 4015.568115
	Iteration 21Q: 3 clusters Score -386156.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -386167.218750 Penalty: 4015.568115
	Iteration 22Q: 3 clusters Score -386167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -386175.343750 Penalty: 4015.568115
	Iteration 23Q: 3 clusters Score -386175.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -386181.125000 Penalty: 4015.568115
	Iteration 24Q: 3 clusters Score -386181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -386187.437500 Penalty: 4015.568115
	Iteration 25Q: 3 clusters Score -386187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -386193.625000 Penalty: 4015.568115
	Iteration 26Q: 3 clusters Score -386193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -386201.906250 Penalty: 4015.568115
	Iteration 27Q: 3 clusters Score -386201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -386204.281250 Penalty: 4015.568115
	Iteration 28Q: 3 clusters Score -386204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -386206.156250 Penalty: 4015.568115
	Iteration 29Q: 3 clusters Score -386206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -386206.156250 Penalty: 4015.568115
	Iteration 30F: 3 clusters Score -386206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -110510.593750 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -110510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108667.789062 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -108667.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109083.218750 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -109083.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109399.625000 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -109399.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109687.882812 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -109687.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109898.648438 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -109898.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110006.765625 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -110006.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110044.578125 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -110044.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110060.007812 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -110060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110066.726562 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -110066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110067.664062 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -110067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110067.664062 Penalty: 3399.759766
	Iteration 10F: 3 clusters Score -110067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -212740.093750 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -212740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210292.000000 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -210292 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -210678.843750 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -210678.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210774.812500 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -210774.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210827.296875 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -210827.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -210871.796875 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -210871.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210899.593750 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -210899.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210916.671875 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -210916.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210933.859375 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -210933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -210957.125000 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -210957.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210973.234375 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -210973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -210989.312500 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -210989.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -211006.203125 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -211006.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -211021.125000 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -211021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -211028.875000 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -211028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -211031.812500 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -211031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211033.921875 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -211033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211036.171875 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -211036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -211039.437500 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -211039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -211040.671875 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -211040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -211041.187500 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -211041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -211041.640625 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -211041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Entering Unmasked Estep 
Score: -5005269.000000 Penalty: 2628.479492
	Iteration 0F: 2 clusters Score -5005269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4978083.500000 Penalty: 5256.958984
	Iteration 0F: 3 clusters Score -4978084 nChanged 18441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4988098.000000 Penalty: 5256.958984
	Iteration 1F: 3 clusters Score -4988098 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4988467.500000 Penalty: 5256.958984
	Iteration 2Q: 3 clusters Score -4988468 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4988759.000000 Penalty: 5256.958984
	Iteration 3Q: 3 clusters Score -4988759 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4989051.500000 Penalty: 5256.958984
	Iteration 4Q: 3 clusters Score -4989052 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4989328.000000 Penalty: 5256.958984
	Iteration 5Q: 3 clusters Score -4989328 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4989539.500000 Penalty: 5256.958984
	Iteration 6Q: 3 clusters Score -4989540 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4989728.000000 Penalty: 5256.958984
	Iteration 7Q: 3 clusters Score -4989728 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4989926.000000 Penalty: 5256.958984
	Iteration 8Q: 3 clusters Score -4989926 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4990137.000000 Penalty: 5256.958984
	Iteration 9Q: 3 clusters Score -4990137 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4990440.500000 Penalty: 5256.958984
	Iteration 10Q: 3 clusters Score -4990440 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4990802.500000 Penalty: 5256.958984
	Iteration 11Q: 3 clusters Score -4990802 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4991323.000000 Penalty: 5256.958984
	Iteration 12Q: 3 clusters Score -4991323 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4992170.000000 Penalty: 5256.958984
	Iteration 13Q: 3 clusters Score -4992170 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4993377.000000 Penalty: 5256.958984
	Iteration 14Q: 3 clusters Score -4993377 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4994950.500000 Penalty: 5256.958984
	Iteration 15F: 3 clusters Score -4994950 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4996361.000000 Penalty: 5256.958984
	Iteration 16F: 3 clusters Score -4996361 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4997207.000000 Penalty: 5256.958984
	Iteration 17Q: 3 clusters Score -4997207 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4997658.500000 Penalty: 5256.958984
	Iteration 18Q: 3 clusters Score -4997658 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4998078.000000 Penalty: 5256.958984
	Iteration 19Q: 3 clusters Score -4998078 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4998559.500000 Penalty: 5256.958984
	Iteration 20F: 3 clusters Score -4998560 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4999046.000000 Penalty: 5256.958984
	Iteration 21Q: 3 clusters Score -4999046 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4999696.000000 Penalty: 5256.958984
	Iteration 22Q: 3 clusters Score -4999696 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5000433.000000 Penalty: 5256.958984
	Iteration 23Q: 3 clusters Score -5000433 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5001123.500000 Penalty: 5256.958984
	Iteration 24Q: 3 clusters Score -5001124 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5001628.500000 Penalty: 5256.958984
	Iteration 25Q: 3 clusters Score -5001628 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5002078.000000 Penalty: 5256.958984
	Iteration 26Q: 3 clusters Score -5002078 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -5002302.000000 Penalty: 5256.958984
	Iteration 27Q: 3 clusters Score -5002302 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -5002456.500000 Penalty: 5256.958984
	Iteration 28Q: 3 clusters Score -5002456 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -5002563.000000 Penalty: 5256.958984
	Iteration 29Q: 3 clusters Score -5002563 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -5002625.000000 Penalty: 5256.958984
	Iteration 30Q: 3 clusters Score -5002625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -5002646.000000 Penalty: 5256.958984
	Iteration 31Q: 3 clusters Score -5002646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -5002665.000000 Penalty: 5256.958984
	Iteration 32Q: 3 clusters Score -5002665 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5002691.000000 Penalty: 5256.958984
	Iteration 33Q: 3 clusters Score -5002691 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -5002689.000000 Penalty: 5256.958984
	Iteration 34Q: 3 clusters Score -5002689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5002684.000000 Penalty: 5256.958984
	Iteration 35Q: 3 clusters Score -5002684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -5002697.500000 Penalty: 5256.958984
	Iteration 36Q: 3 clusters Score -5002698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5002702.000000 Penalty: 5256.958984
	Iteration 37Q: 3 clusters Score -5002702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -5002708.000000 Penalty: 5256.958984
	Iteration 38Q: 3 clusters Score -5002708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -5002724.500000 Penalty: 5256.958984
	Iteration 39Q: 3 clusters Score -5002724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -5002737.500000 Penalty: 5256.958984
	Iteration 40F: 3 clusters Score -5002738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -5002733.500000 Penalty: 5256.958984
	Iteration 41Q: 3 clusters Score -5002734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -5002735.500000 Penalty: 5256.958984
	Iteration 42Q: 3 clusters Score -5002736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5002741.000000 Penalty: 5256.958984
	Iteration 43Q: 3 clusters Score -5002741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -5002742.500000 Penalty: 5256.958984
	Iteration 44Q: 3 clusters Score -5002742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5002756.500000 Penalty: 5256.958984
	Iteration 45Q: 3 clusters Score -5002756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -5002750.500000 Penalty: 5256.958984
	Iteration 46Q: 3 clusters Score -5002750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5002753.500000 Penalty: 5256.958984
	Iteration 47Q: 3 clusters Score -5002754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -5002755.000000 Penalty: 5256.958984
	Iteration 48Q: 3 clusters Score -5002755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5002753.000000 Penalty: 5256.958984
	Iteration 49Q: 3 clusters Score -5002753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5002755.500000 Penalty: 5256.958984
	Iteration 50Q: 3 clusters Score -5002756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -5002763.000000 Penalty: 5256.958984
	Iteration 51Q: 3 clusters Score -5002763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5002765.500000 Penalty: 5256.958984
	Iteration 52Q: 3 clusters Score -5002766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5002761.000000 Penalty: 5256.958984
	Iteration 53Q: 3 clusters Score -5002761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -5002758.500000 Penalty: 5256.958984
	Iteration 54Q: 3 clusters Score -5002758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -5002764.500000 Penalty: 5256.958984
	Iteration 55Q: 3 clusters Score -5002764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -5002766.000000 Penalty: 5256.958984
	Iteration 56Q: 3 clusters Score -5002766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5002769.500000 Penalty: 5256.958984
	Iteration 57Q: 3 clusters Score -5002770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5002774.500000 Penalty: 5256.958984
	Iteration 58Q: 3 clusters Score -5002774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -5002770.000000 Penalty: 5256.958984
	Iteration 59Q: 3 clusters Score -5002770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5002767.000000 Penalty: 5256.958984
	Iteration 60F: 3 clusters Score -5002767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5002765.500000 Penalty: 5256.958984
	Iteration 61Q: 3 clusters Score -5002766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5002765.500000 Penalty: 5256.958984
	Iteration 62F: 3 clusters Score -5002766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -200366.578125 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -200366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -197985.750000 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -197985.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -198517.750000 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -198517.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198778.812500 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -198778.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198997.859375 Penalty: 3698.401611
	Iteration 3F: 3 clusters Score -198997.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -199249.046875 Penalty: 3698.401611
	Iteration 4F: 3 clusters Score -199249 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -199528.281250 Penalty: 3698.401611
	Iteration 5F: 3 clusters Score -199528.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -199768.171875 Penalty: 3698.401611
	Iteration 6F: 3 clusters Score -199768.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -199943.234375 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -199943.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -200010.609375 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -200010.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -200047.953125 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -200048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -200062.000000 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -200062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -200068.843750 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -200068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -200069.515625 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -200069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -200069.515625 Penalty: 3698.401611
	Iteration 13F: 3 clusters Score -200069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -151328.375000 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -151328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -149263.187500 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -149263.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -149690.312500 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -149690.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -149806.343750 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -149806.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -149876.453125 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -149876.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149917.750000 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -149917.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149946.625000 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -149946.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149960.937500 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -149960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149976.406250 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -149976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149986.218750 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -149986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149996.531250 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -149996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150002.890625 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -150002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150012.515625 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -150012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150020.875000 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -150020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150024.937500 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -150024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150031.265625 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -150031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150040.859375 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -150040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150046.671875 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -150046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150054.843750 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -150054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150057.296875 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -150057.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150057.296875 Penalty: 3541.664551
	Iteration 19F: 3 clusters Score -150057.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Entering Unmasked Estep 
Score: -1016994.250000 Penalty: 2230.400635
	Iteration 0F: 2 clusters Score -1016994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1010575.625000 Penalty: 4460.801270
	Iteration 0F: 3 clusters Score -1010576 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1012335.625000 Penalty: 4460.801270
	Iteration 1F: 3 clusters Score -1012336 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1012662.500000 Penalty: 4460.801270
	Iteration 2F: 3 clusters Score -1012662 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1012898.312500 Penalty: 4460.801270
	Iteration 3F: 3 clusters Score -1012898 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1013074.187500 Penalty: 4460.801270
	Iteration 4Q: 3 clusters Score -1013074 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1013249.187500 Penalty: 4460.801270
	Iteration 5Q: 3 clusters Score -1013249 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1013424.562500 Penalty: 4460.801270
	Iteration 6Q: 3 clusters Score -1013425 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1013583.187500 Penalty: 4460.801270
	Iteration 7Q: 3 clusters Score -1013583 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1013723.312500 Penalty: 4460.801270
	Iteration 8Q: 3 clusters Score -1013723 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1013851.062500 Penalty: 4460.801270
	Iteration 9Q: 3 clusters Score -1013851 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1013984.312500 Penalty: 4460.801270
	Iteration 10Q: 3 clusters Score -1013984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1014116.562500 Penalty: 4460.801270
	Iteration 11Q: 3 clusters Score -1014117 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1014269.312500 Penalty: 4460.801270
	Iteration 12Q: 3 clusters Score -1014269 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1014390.812500 Penalty: 4460.801270
	Iteration 13Q: 3 clusters Score -1014391 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1014493.312500 Penalty: 4460.801270
	Iteration 14Q: 3 clusters Score -1014493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1014579.937500 Penalty: 4460.801270
	Iteration 15Q: 3 clusters Score -1014580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1014659.437500 Penalty: 4460.801270
	Iteration 16Q: 3 clusters Score -1014659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1014723.250000 Penalty: 4460.801270
	Iteration 17Q: 3 clusters Score -1014723 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1014776.625000 Penalty: 4460.801270
	Iteration 18Q: 3 clusters Score -1014777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1014810.500000 Penalty: 4460.801270
	Iteration 19Q: 3 clusters Score -1014810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1014835.875000 Penalty: 4460.801270
	Iteration 20F: 3 clusters Score -1014836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1014850.500000 Penalty: 4460.801270
	Iteration 21Q: 3 clusters Score -1014850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1014867.687500 Penalty: 4460.801270
	Iteration 22Q: 3 clusters Score -1014868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1014881.562500 Penalty: 4460.801270
	Iteration 23Q: 3 clusters Score -1014882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1014889.937500 Penalty: 4460.801270
	Iteration 24Q: 3 clusters Score -1014890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1014897.812500 Penalty: 4460.801270
	Iteration 25Q: 3 clusters Score -1014898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1014901.062500 Penalty: 4460.801270
	Iteration 26Q: 3 clusters Score -1014901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1014906.125000 Penalty: 4460.801270
	Iteration 27Q: 3 clusters Score -1014906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1014911.687500 Penalty: 4460.801270
	Iteration 28Q: 3 clusters Score -1014912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1014918.187500 Penalty: 4460.801270
	Iteration 29Q: 3 clusters Score -1014918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1014920.562500 Penalty: 4460.801270
	Iteration 30Q: 3 clusters Score -1014921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1014924.312500 Penalty: 4460.801270
	Iteration 31Q: 3 clusters Score -1014924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1014926.687500 Penalty: 4460.801270
	Iteration 32Q: 3 clusters Score -1014927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1014930.625000 Penalty: 4460.801270
	Iteration 33Q: 3 clusters Score -1014931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1014933.625000 Penalty: 4460.801270
	Iteration 34Q: 3 clusters Score -1014934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1014931.000000 Penalty: 4460.801270
	Iteration 35Q: 3 clusters Score -1014931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1014932.812500 Penalty: 4460.801270
	Iteration 36Q: 3 clusters Score -1014933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1014933.375000 Penalty: 4460.801270
	Iteration 37Q: 3 clusters Score -1014933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1014938.187500 Penalty: 4460.801270
	Iteration 38Q: 3 clusters Score -1014938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1014942.687500 Penalty: 4460.801270
	Iteration 39Q: 3 clusters Score -1014943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1014945.750000 Penalty: 4460.801270
	Iteration 40F: 3 clusters Score -1014946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1014951.375000 Penalty: 4460.801270
	Iteration 41Q: 3 clusters Score -1014951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1014952.812500 Penalty: 4460.801270
	Iteration 42Q: 3 clusters Score -1014953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1014959.937500 Penalty: 4460.801270
	Iteration 43Q: 3 clusters Score -1014960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1014963.500000 Penalty: 4460.801270
	Iteration 44Q: 3 clusters Score -1014964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1014969.750000 Penalty: 4460.801270
	Iteration 45Q: 3 clusters Score -1014970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1014976.687500 Penalty: 4460.801270
	Iteration 46Q: 3 clusters Score -1014977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1014982.250000 Penalty: 4460.801270
	Iteration 47Q: 3 clusters Score -1014982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1014986.312500 Penalty: 4460.801270
	Iteration 48Q: 3 clusters Score -1014986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1014990.000000 Penalty: 4460.801270
	Iteration 49Q: 3 clusters Score -1014990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1014995.500000 Penalty: 4460.801270
	Iteration 50Q: 3 clusters Score -1014996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1014999.437500 Penalty: 4460.801270
	Iteration 51Q: 3 clusters Score -1014999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1015006.937500 Penalty: 4460.801270
	Iteration 52Q: 3 clusters Score -1015007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1015016.125000 Penalty: 4460.801270
	Iteration 53Q: 3 clusters Score -1015016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1015018.375000 Penalty: 4460.801270
	Iteration 54Q: 3 clusters Score -1015018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1015027.750000 Penalty: 4460.801270
	Iteration 55Q: 3 clusters Score -1015028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1015038.062500 Penalty: 4460.801270
	Iteration 56Q: 3 clusters Score -1015038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1015044.500000 Penalty: 4460.801270
	Iteration 57Q: 3 clusters Score -1015044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1015053.750000 Penalty: 4460.801270
	Iteration 58Q: 3 clusters Score -1015054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1015059.312500 Penalty: 4460.801270
	Iteration 59Q: 3 clusters Score -1015059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1015064.125000 Penalty: 4460.801270
	Iteration 60F: 3 clusters Score -1015064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1015066.562500 Penalty: 4460.801270
	Iteration 61Q: 3 clusters Score -1015067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1015071.687500 Penalty: 4460.801270
	Iteration 62Q: 3 clusters Score -1015072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1015078.687500 Penalty: 4460.801270
	Iteration 63Q: 3 clusters Score -1015079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1015081.687500 Penalty: 4460.801270
	Iteration 64Q: 3 clusters Score -1015082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1015085.625000 Penalty: 4460.801270
	Iteration 65Q: 3 clusters Score -1015086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1015091.375000 Penalty: 4460.801270
	Iteration 66Q: 3 clusters Score -1015091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1015095.625000 Penalty: 4460.801270
	Iteration 67Q: 3 clusters Score -1015096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1015096.062500 Penalty: 4460.801270
	Iteration 68Q: 3 clusters Score -1015096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1015096.062500 Penalty: 4460.801270
	Iteration 69Q: 3 clusters Score -1015096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1015098.250000 Penalty: 4460.801270
	Iteration 70Q: 3 clusters Score -1015098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1015098.937500 Penalty: 4460.801270
	Iteration 71Q: 3 clusters Score -1015099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1015099.250000 Penalty: 4460.801270
	Iteration 72Q: 3 clusters Score -1015099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1015100.187500 Penalty: 4460.801270
	Iteration 73Q: 3 clusters Score -1015100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1015099.812500 Penalty: 4460.801270
	Iteration 74Q: 3 clusters Score -1015100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1015101.812500 Penalty: 4460.801270
	Iteration 75Q: 3 clusters Score -1015102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1015100.937500 Penalty: 4460.801270
	Iteration 76Q: 3 clusters Score -1015101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1015100.875000 Penalty: 4460.801270
	Iteration 77Q: 3 clusters Score -1015101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1015100.875000 Penalty: 4460.801270
	Iteration 78F: 3 clusters Score -1015101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Entering Unmasked Estep 
Score: -6512718.500000 Penalty: 2700.903320
	Iteration 0F: 2 clusters Score -6512718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -6476405.000000 Penalty: 5401.806641
	Iteration 0F: 3 clusters Score -6476405 nChanged 25060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6490322.500000 Penalty: 5401.806641
	Iteration 1F: 3 clusters Score -6490322 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6490822.000000 Penalty: 5401.806641
	Iteration 2Q: 3 clusters Score -6490822 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -6491334.000000 Penalty: 5401.806641
	Iteration 3Q: 3 clusters Score -6491334 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -6491883.000000 Penalty: 5401.806641
	Iteration 4Q: 3 clusters Score -6491883 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6492636.000000 Penalty: 5401.806641
	Iteration 5Q: 3 clusters Score -6492636 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -6493880.500000 Penalty: 5401.806641
	Iteration 6Q: 3 clusters Score -6493880 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -6495748.000000 Penalty: 5401.806641
	Iteration 7F: 3 clusters Score -6495748 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6498692.000000 Penalty: 5401.806641
	Iteration 8F: 3 clusters Score -6498692 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -6502357.000000 Penalty: 5401.806641
	Iteration 9F: 3 clusters Score -6502357 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6505802.500000 Penalty: 5401.806641
	Iteration 10F: 3 clusters Score -6505802 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -6508157.000000 Penalty: 5401.806641
	Iteration 11Q: 3 clusters Score -6508157 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -6509352.000000 Penalty: 5401.806641
	Iteration 12Q: 3 clusters Score -6509352 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -6509893.000000 Penalty: 5401.806641
	Iteration 13Q: 3 clusters Score -6509893 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -6510160.500000 Penalty: 5401.806641
	Iteration 14Q: 3 clusters Score -6510160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -6510329.000000 Penalty: 5401.806641
	Iteration 15Q: 3 clusters Score -6510329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -6510442.500000 Penalty: 5401.806641
	Iteration 16Q: 3 clusters Score -6510442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -6510500.500000 Penalty: 5401.806641
	Iteration 17Q: 3 clusters Score -6510500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -6510537.000000 Penalty: 5401.806641
	Iteration 18Q: 3 clusters Score -6510537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -6510558.000000 Penalty: 5401.806641
	Iteration 19Q: 3 clusters Score -6510558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -6510568.500000 Penalty: 5401.806641
	Iteration 20F: 3 clusters Score -6510568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -6510566.500000 Penalty: 5401.806641
	Iteration 21Q: 3 clusters Score -6510566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -6510572.500000 Penalty: 5401.806641
	Iteration 22Q: 3 clusters Score -6510572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6510570.000000 Penalty: 5401.806641
	Iteration 23Q: 3 clusters Score -6510570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -6510572.500000 Penalty: 5401.806641
	Iteration 24Q: 3 clusters Score -6510572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -6510576.500000 Penalty: 5401.806641
	Iteration 25Q: 3 clusters Score -6510576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -6510584.000000 Penalty: 5401.806641
	Iteration 26Q: 3 clusters Score -6510584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6510580.500000 Penalty: 5401.806641
	Iteration 27Q: 3 clusters Score -6510580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6510580.500000 Penalty: 5401.806641
	Iteration 28F: 3 clusters Score -6510580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (211581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211581 members 
Entering Unmasked Estep 
Score: -26498166.000000 Penalty: 3041.066162
	Iteration 0F: 2 clusters Score -2.649817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -26368986.000000 Penalty: 6082.132324
	Iteration 0F: 3 clusters Score -2.636899e+07 nChanged 101608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -26428876.000000 Penalty: 6082.132324
	Iteration 1F: 3 clusters Score -2.642888e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 110740 members 
Entering Unmasked Estep 
Score: -26430012.000000 Penalty: 6082.132324
	Iteration 2Q: 3 clusters Score -2.643001e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -26431522.000000 Penalty: 6082.132324
	Iteration 3Q: 3 clusters Score -2.643152e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -26434292.000000 Penalty: 6082.132324
	Iteration 4Q: 3 clusters Score -2.643429e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -26438632.000000 Penalty: 6082.132324
	Iteration 5Q: 3 clusters Score -2.643863e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 131050 members 
Entering Unmasked Estep 
Score: -26446016.000000 Penalty: 6082.132324
	Iteration 6F: 3 clusters Score -2.644602e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -26456526.000000 Penalty: 6082.132324
	Iteration 7F: 3 clusters Score -2.645653e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -26467488.000000 Penalty: 6082.132324
	Iteration 8F: 3 clusters Score -2.646749e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 153938 members 
Entering Unmasked Estep 
Score: -26474604.000000 Penalty: 6082.132324
	Iteration 9F: 3 clusters Score -2.64746e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 159050 members 
Entering Unmasked Estep 
Score: -26478134.000000 Penalty: 6082.132324
	Iteration 10Q: 3 clusters Score -2.647813e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -26480634.000000 Penalty: 6082.132324
	Iteration 11Q: 3 clusters Score -2.648063e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 168825 members 
Entering Unmasked Estep 
Score: -26482284.000000 Penalty: 6082.132324
	Iteration 12Q: 3 clusters Score -2.648228e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 173427 members 
Entering Unmasked Estep 
Score: -26483834.000000 Penalty: 6082.132324
	Iteration 13Q: 3 clusters Score -2.648383e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -26484950.000000 Penalty: 6082.132324
	Iteration 14Q: 3 clusters Score -2.648495e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 182033 members 
Entering Unmasked Estep 
Score: -26486144.000000 Penalty: 6082.132324
	Iteration 15Q: 3 clusters Score -2.648614e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 185958 members 
Entering Unmasked Estep 
Score: -26486908.000000 Penalty: 6082.132324
	Iteration 16Q: 3 clusters Score -2.648691e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 189637 members 
Entering Unmasked Estep 
Score: -26487840.000000 Penalty: 6082.132324
	Iteration 17Q: 3 clusters Score -2.648784e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -26488758.000000 Penalty: 6082.132324
	Iteration 18Q: 3 clusters Score -2.648876e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 196092 members 
Entering Unmasked Estep 
Score: -26489834.000000 Penalty: 6082.132324
	Iteration 19Q: 3 clusters Score -2.648983e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 198770 members 
Entering Unmasked Estep 
Score: -26490606.000000 Penalty: 6082.132324
	Iteration 20F: 3 clusters Score -2.649061e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 201133 members 
Entering Unmasked Estep 
Score: -26491442.000000 Penalty: 6082.132324
	Iteration 21Q: 3 clusters Score -2.649144e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 203164 members 
Entering Unmasked Estep 
Score: -26492158.000000 Penalty: 6082.132324
	Iteration 22Q: 3 clusters Score -2.649216e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 204854 members 
Entering Unmasked Estep 
Score: -26492826.000000 Penalty: 6082.132324
	Iteration 23Q: 3 clusters Score -2.649283e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 206190 members 
Entering Unmasked Estep 
Score: -26493308.000000 Penalty: 6082.132324
	Iteration 24Q: 3 clusters Score -2.649331e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 207266 members 
Entering Unmasked Estep 
Score: -26493676.000000 Penalty: 6082.132324
	Iteration 25Q: 3 clusters Score -2.649368e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 208125 members 
Entering Unmasked Estep 
Score: -26494176.000000 Penalty: 6082.132324
	Iteration 26Q: 3 clusters Score -2.649418e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 208779 members 
Entering Unmasked Estep 
Score: -26494410.000000 Penalty: 6082.132324
	Iteration 27Q: 3 clusters Score -2.649441e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 209246 members 
Entering Unmasked Estep 
Score: -26494594.000000 Penalty: 6082.132324
	Iteration 28Q: 3 clusters Score -2.649459e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 209598 members 
Entering Unmasked Estep 
Score: -26494772.000000 Penalty: 6082.132324
	Iteration 29Q: 3 clusters Score -2.649477e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 209868 members 
Entering Unmasked Estep 
Score: -26494944.000000 Penalty: 6082.132324
	Iteration 30Q: 3 clusters Score -2.649494e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 210077 members 
Entering Unmasked Estep 
Score: -26495074.000000 Penalty: 6082.132324
	Iteration 31Q: 3 clusters Score -2.649507e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 210229 members 
Entering Unmasked Estep 
Score: -26495164.000000 Penalty: 6082.132324
	Iteration 32Q: 3 clusters Score -2.649516e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 210338 members 
Entering Unmasked Estep 
Score: -26495244.000000 Penalty: 6082.132324
	Iteration 33Q: 3 clusters Score -2.649524e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 210418 members 
Entering Unmasked Estep 
Score: -26495260.000000 Penalty: 6082.132324
	Iteration 34Q: 3 clusters Score -2.649526e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 210490 members 
Entering Unmasked Estep 
Score: -26495302.000000 Penalty: 6082.132324
	Iteration 35Q: 3 clusters Score -2.64953e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 210547 members 
Entering Unmasked Estep 
Score: -26495318.000000 Penalty: 6082.132324
	Iteration 36Q: 3 clusters Score -2.649532e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 210599 members 
Entering Unmasked Estep 
Score: -26495336.000000 Penalty: 6082.132324
	Iteration 37Q: 3 clusters Score -2.649534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 210649 members 
Entering Unmasked Estep 
Score: -26495336.000000 Penalty: 6082.132324
	Iteration 38Q: 3 clusters Score -2.649534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 210682 members 
Entering Unmasked Estep 
Score: -26495346.000000 Penalty: 6082.132324
	Iteration 39Q: 3 clusters Score -2.649535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 210706 members 
Entering Unmasked Estep 
Score: -26495392.000000 Penalty: 6082.132324
	Iteration 40F: 3 clusters Score -2.649539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 210736 members 
Entering Unmasked Estep 
Score: -26495408.000000 Penalty: 6082.132324
	Iteration 41Q: 3 clusters Score -2.649541e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 210757 members 
Entering Unmasked Estep 
Score: -26495394.000000 Penalty: 6082.132324
	Iteration 42Q: 3 clusters Score -2.649539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 210772 members 
Entering Unmasked Estep 
Score: -26495394.000000 Penalty: 6082.132324
	Iteration 43Q: 3 clusters Score -2.649539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 210781 members 
Entering Unmasked Estep 
Score: -26495440.000000 Penalty: 6082.132324
	Iteration 44Q: 3 clusters Score -2.649544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 210796 members 
Entering Unmasked Estep 
Score: -26495442.000000 Penalty: 6082.132324
	Iteration 45Q: 3 clusters Score -2.649544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 210809 members 
Entering Unmasked Estep 
Score: -26495428.000000 Penalty: 6082.132324
	Iteration 46Q: 3 clusters Score -2.649543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 210813 members 
Entering Unmasked Estep 
Score: -26495432.000000 Penalty: 6082.132324
	Iteration 47Q: 3 clusters Score -2.649543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 210822 members 
Entering Unmasked Estep 
Score: -26495404.000000 Penalty: 6082.132324
	Iteration 48Q: 3 clusters Score -2.64954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 210828 members 
Entering Unmasked Estep 
Score: -26495424.000000 Penalty: 6082.132324
	Iteration 49Q: 3 clusters Score -2.649542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 210843 members 
Entering Unmasked Estep 
Score: -26495446.000000 Penalty: 6082.132324
	Iteration 50Q: 3 clusters Score -2.649545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 210854 members 
Entering Unmasked Estep 
Score: -26495460.000000 Penalty: 6082.132324
	Iteration 51Q: 3 clusters Score -2.649546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 210861 members 
Entering Unmasked Estep 
Score: -26495478.000000 Penalty: 6082.132324
	Iteration 52Q: 3 clusters Score -2.649548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 210868 members 
Entering Unmasked Estep 
Score: -26495456.000000 Penalty: 6082.132324
	Iteration 53Q: 3 clusters Score -2.649546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 210875 members 
Entering Unmasked Estep 
Score: -26495468.000000 Penalty: 6082.132324
	Iteration 54Q: 3 clusters Score -2.649547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 210882 members 
Entering Unmasked Estep 
Score: -26495478.000000 Penalty: 6082.132324
	Iteration 55Q: 3 clusters Score -2.649548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 210889 members 
Entering Unmasked Estep 
Score: -26495496.000000 Penalty: 6082.132324
	Iteration 56Q: 3 clusters Score -2.64955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 210895 members 
Entering Unmasked Estep 
Score: -26495486.000000 Penalty: 6082.132324
	Iteration 57Q: 3 clusters Score -2.649549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 210897 members 
Entering Unmasked Estep 
Score: -26495494.000000 Penalty: 6082.132324
	Iteration 58Q: 3 clusters Score -2.649549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 210900 members 
Entering Unmasked Estep 
Score: -26495478.000000 Penalty: 6082.132324
	Iteration 59Q: 3 clusters Score -2.649548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 210905 members 
Entering Unmasked Estep 
Score: -26495482.000000 Penalty: 6082.132324
	Iteration 60F: 3 clusters Score -2.649548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 210907 members 
Entering Unmasked Estep 
Score: -26495484.000000 Penalty: 6082.132324
	Iteration 61Q: 3 clusters Score -2.649548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 210908 members 
Entering Unmasked Estep 
Score: -26495472.000000 Penalty: 6082.132324
	Iteration 62Q: 3 clusters Score -2.649547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 210910 members 
Entering Unmasked Estep 
Score: -26495476.000000 Penalty: 6082.132324
	Iteration 63Q: 3 clusters Score -2.649548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 210912 members 
Entering Unmasked Estep 
Score: -26495484.000000 Penalty: 6082.132324
	Iteration 64Q: 3 clusters Score -2.649548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 210914 members 
Entering Unmasked Estep 
Score: -26495472.000000 Penalty: 6082.132324
	Iteration 65Q: 3 clusters Score -2.649547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 210916 members 
Entering Unmasked Estep 
Score: -26495482.000000 Penalty: 6082.132324
	Iteration 66Q: 3 clusters Score -2.649548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 210919 members 
Entering Unmasked Estep 
Score: -26495482.000000 Penalty: 6082.132324
	Iteration 67Q: 3 clusters Score -2.649548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 210923 members 
Entering Unmasked Estep 
Score: -26495494.000000 Penalty: 6082.132324
	Iteration 68Q: 3 clusters Score -2.649549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 210927 members 
Entering Unmasked Estep 
Score: -26495492.000000 Penalty: 6082.132324
	Iteration 69Q: 3 clusters Score -2.649549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 210932 members 
Entering Unmasked Estep 
Score: -26495510.000000 Penalty: 6082.132324
	Iteration 70Q: 3 clusters Score -2.649551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 210934 members 
Entering Unmasked Estep 
Score: -26495514.000000 Penalty: 6082.132324
	Iteration 71Q: 3 clusters Score -2.649551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 210936 members 
Entering Unmasked Estep 
Score: -26495516.000000 Penalty: 6082.132324
	Iteration 72Q: 3 clusters Score -2.649552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 210936 members 
Entering Unmasked Estep 
Score: -26495516.000000 Penalty: 6082.132324
	Iteration 73F: 3 clusters Score -2.649552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64570.121094 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64570.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64709.675781 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64709.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64751.167969 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64751.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64759.625000 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64759.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64772.273438 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64772.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64783.007812 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64783.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64803.980469 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64803.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64803.980469 Penalty: 3120.618408
	Iteration 7F: 3 clusters Score -64803.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104429.101562 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104429.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105003.156250 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -105003.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105262.539062 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105262.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105448.242188 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105448.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105641.046875 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -105641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105873.679688 Penalty: 3421.762451
	Iteration 5F: 3 clusters Score -105873.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105978.242188 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -105978.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106058.320312 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -106058.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106105.007812 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -106105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106129.867188 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -106129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106140.796875 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -106140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106148.070312 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -106148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106152.554688 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -106152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106152.554688 Penalty: 3421.762451
	Iteration 13F: 3 clusters Score -106152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Entering Unmasked Estep 
Score: -1853165.125000 Penalty: 2378.084473
	Iteration 0F: 2 clusters Score -1853165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1842518.875000 Penalty: 4756.168945
	Iteration 0F: 3 clusters Score -1842519 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1845792.250000 Penalty: 4756.168945
	Iteration 1F: 3 clusters Score -1845792 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1846095.625000 Penalty: 4756.168945
	Iteration 2F: 3 clusters Score -1846096 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1846329.250000 Penalty: 4756.168945
	Iteration 3Q: 3 clusters Score -1846329 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1846521.625000 Penalty: 4756.168945
	Iteration 4Q: 3 clusters Score -1846522 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1846761.250000 Penalty: 4756.168945
	Iteration 5Q: 3 clusters Score -1846761 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1847046.875000 Penalty: 4756.168945
	Iteration 6Q: 3 clusters Score -1847047 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1847390.000000 Penalty: 4756.168945
	Iteration 7Q: 3 clusters Score -1847390 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1847815.375000 Penalty: 4756.168945
	Iteration 8Q: 3 clusters Score -1847815 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1848346.375000 Penalty: 4756.168945
	Iteration 9F: 3 clusters Score -1848346 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1848946.500000 Penalty: 4756.168945
	Iteration 10F: 3 clusters Score -1848946 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1849523.125000 Penalty: 4756.168945
	Iteration 11Q: 3 clusters Score -1849523 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1850050.000000 Penalty: 4756.168945
	Iteration 12Q: 3 clusters Score -1850050 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1850454.750000 Penalty: 4756.168945
	Iteration 13Q: 3 clusters Score -1850455 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1850699.625000 Penalty: 4756.168945
	Iteration 14Q: 3 clusters Score -1850700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1850816.500000 Penalty: 4756.168945
	Iteration 15Q: 3 clusters Score -1850816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1850904.000000 Penalty: 4756.168945
	Iteration 16Q: 3 clusters Score -1850904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1850953.000000 Penalty: 4756.168945
	Iteration 17Q: 3 clusters Score -1850953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1850996.250000 Penalty: 4756.168945
	Iteration 18Q: 3 clusters Score -1850996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1851027.625000 Penalty: 4756.168945
	Iteration 19Q: 3 clusters Score -1851028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1851041.750000 Penalty: 4756.168945
	Iteration 20F: 3 clusters Score -1851042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1851051.250000 Penalty: 4756.168945
	Iteration 21Q: 3 clusters Score -1851051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1851055.250000 Penalty: 4756.168945
	Iteration 22Q: 3 clusters Score -1851055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1851059.625000 Penalty: 4756.168945
	Iteration 23Q: 3 clusters Score -1851060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1851063.500000 Penalty: 4756.168945
	Iteration 24Q: 3 clusters Score -1851064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1851070.375000 Penalty: 4756.168945
	Iteration 25Q: 3 clusters Score -1851070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1851071.625000 Penalty: 4756.168945
	Iteration 26Q: 3 clusters Score -1851072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1851071.625000 Penalty: 4756.168945
	Iteration 27F: 3 clusters Score -1851072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Entering Unmasked Estep 
Score: -20712488.000000 Penalty: 2978.904297
	Iteration 0F: 2 clusters Score -2.071249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -20607482.000000 Penalty: 5957.808594
	Iteration 0F: 3 clusters Score -2.060748e+07 nChanged 78647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -20653194.000000 Penalty: 5957.808594
	Iteration 1F: 3 clusters Score -2.065319e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87854 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -20654354.000000 Penalty: 5957.808594
	Iteration 2Q: 3 clusters Score -2.065435e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -20655696.000000 Penalty: 5957.808594
	Iteration 3Q: 3 clusters Score -2.06557e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -20657860.000000 Penalty: 5957.808594
	Iteration 4Q: 3 clusters Score -2.065786e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -20661198.000000 Penalty: 5957.808594
	Iteration 5Q: 3 clusters Score -2.06612e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -20666864.000000 Penalty: 5957.808594
	Iteration 6F: 3 clusters Score -2.066686e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -20675592.000000 Penalty: 5957.808594
	Iteration 7F: 3 clusters Score -2.067559e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134028 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -20686478.000000 Penalty: 5957.808594
	Iteration 8F: 3 clusters Score -2.068648e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145625 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -20697278.000000 Penalty: 5957.808594
	Iteration 9F: 3 clusters Score -2.069728e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -20704808.000000 Penalty: 5957.808594
	Iteration 10F: 3 clusters Score -2.070481e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160270 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -20708142.000000 Penalty: 5957.808594
	Iteration 11Q: 3 clusters Score -2.070814e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -20709340.000000 Penalty: 5957.808594
	Iteration 12Q: 3 clusters Score -2.070934e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20709620.000000 Penalty: 5957.808594
	Iteration 13Q: 3 clusters Score -2.070962e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20709800.000000 Penalty: 5957.808594
	Iteration 14Q: 3 clusters Score -2.07098e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20709894.000000 Penalty: 5957.808594
	Iteration 15Q: 3 clusters Score -2.070989e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164391 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20709940.000000 Penalty: 5957.808594
	Iteration 16Q: 3 clusters Score -2.070994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20709950.000000 Penalty: 5957.808594
	Iteration 17Q: 3 clusters Score -2.070995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164413 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20709952.000000 Penalty: 5957.808594
	Iteration 18Q: 3 clusters Score -2.070995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20709950.000000 Penalty: 5957.808594
	Iteration 19Q: 3 clusters Score -2.070995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20709956.000000 Penalty: 5957.808594
	Iteration 20F: 3 clusters Score -2.070996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164417 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20709958.000000 Penalty: 5957.808594
	Iteration 21Q: 3 clusters Score -2.070996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164420 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20709958.000000 Penalty: 5957.808594
	Iteration 22Q: 3 clusters Score -2.070996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20709960.000000 Penalty: 5957.808594
	Iteration 23Q: 3 clusters Score -2.070996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20709986.000000 Penalty: 5957.808594
	Iteration 24Q: 3 clusters Score -2.070999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20709986.000000 Penalty: 5957.808594
	Iteration 25Q: 3 clusters Score -2.070999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20710000.000000 Penalty: 5957.808594
	Iteration 26Q: 3 clusters Score -2.071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20710000.000000 Penalty: 5957.808594
	Iteration 27F: 3 clusters Score -2.071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -29998.660156 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -29998.66 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 191 members 
Entering Unmasked Estep 
Score: -28863.951172 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -28863.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29107.384766 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -29107.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29175.857422 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -29175.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29200.443359 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -29200.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29231.140625 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -29231.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29239.478516 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -29239.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29262.312500 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -29262.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29281.617188 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -29281.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29317.179688 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -29317.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29347.859375 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -29347.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29396.068359 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -29396.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29415.138672 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -29415.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29421.988281 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -29421.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29425.798828 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -29425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29427.285156 Penalty: 2879.346924
	Iteration 14F: 3 clusters Score -29427.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29434.781250 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -29434.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29459.654297 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -29459.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29460.628906 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -29460.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29483.294922 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -29483.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29491.220703 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -29491.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29503.892578 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -29503.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29515.113281 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -29515.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29533.972656 Penalty: 2879.346924
	Iteration 22Q: 3 clusters Score -29533.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29549.111328 Penalty: 2879.346924
	Iteration 23Q: 3 clusters Score -29549.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29564.652344 Penalty: 2879.346924
	Iteration 24Q: 3 clusters Score -29564.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29571.736328 Penalty: 2879.346924
	Iteration 25Q: 3 clusters Score -29571.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29583.140625 Penalty: 2879.346924
	Iteration 26Q: 3 clusters Score -29583.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29606.611328 Penalty: 2879.346924
	Iteration 27Q: 3 clusters Score -29606.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29610.101562 Penalty: 2879.346924
	Iteration 28Q: 3 clusters Score -29610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29616.951172 Penalty: 2879.346924
	Iteration 29Q: 3 clusters Score -29616.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29642.402344 Penalty: 2879.346924
	Iteration 30Q: 3 clusters Score -29642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29664.183594 Penalty: 2879.346924
	Iteration 31Q: 3 clusters Score -29664.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29756.865234 Penalty: 2879.346924
	Iteration 32Q: 3 clusters Score -29756.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29784.031250 Penalty: 2879.346924
	Iteration 33Q: 3 clusters Score -29784.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29837.089844 Penalty: 2879.346924
	Iteration 34Q: 3 clusters Score -29837.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29878.601562 Penalty: 2879.346924
	Iteration 35Q: 3 clusters Score -29878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29911.132812 Penalty: 2879.346924
	Iteration 36Q: 3 clusters Score -29911.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30032.935547 Penalty: 2879.346924
	Iteration 37Q: 3 clusters Score -30032.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30073.556641 Penalty: 2879.346924
	Iteration 38Q: 3 clusters Score -30073.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30091.070312 Penalty: 2879.346924
	Iteration 39Q: 3 clusters Score -30091.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30128.417969 Penalty: 2879.346924
	Iteration 40F: 3 clusters Score -30128.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30273.261719 Penalty: 2879.346924
	Iteration 41Q: 3 clusters Score -30273.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30369.958984 Penalty: 2879.346924
	Iteration 42Q: 3 clusters Score -30369.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30384.369141 Penalty: 2879.346924
	Iteration 43Q: 3 clusters Score -30384.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30404.554688 Penalty: 2879.346924
	Iteration 44Q: 3 clusters Score -30404.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30434.308594 Penalty: 2879.346924
	Iteration 45Q: 3 clusters Score -30434.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30454.861328 Penalty: 2879.346924
	Iteration 46Q: 3 clusters Score -30454.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30476.292969 Penalty: 2879.346924
	Iteration 47Q: 3 clusters Score -30476.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30494.576172 Penalty: 2879.346924
	Iteration 48Q: 3 clusters Score -30494.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30494.576172 Penalty: 2879.346924
	Iteration 49F: 3 clusters Score -30494.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 40083 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 53677 members 
Mstep: Class 10 contains 211581 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 164672 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 157571 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22176 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166259 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 187 members 
Entering Unmasked Estep 
Score: -105731672.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105733200.000000 to -105731672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (157571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Entering Unmasked Estep 
Score: -19894480.000000 Penalty: 2967.972656
	Iteration 0F: 2 clusters Score -1.989448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -19792214.000000 Penalty: 5935.945312
	Iteration 0F: 3 clusters Score -1.979221e+07 nChanged 75488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -19835742.000000 Penalty: 5935.945312
	Iteration 1F: 3 clusters Score -1.983574e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -19836590.000000 Penalty: 5935.945312
	Iteration 2Q: 3 clusters Score -1.983659e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -19837706.000000 Penalty: 5935.945312
	Iteration 3Q: 3 clusters Score -1.983771e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -19839134.000000 Penalty: 5935.945312
	Iteration 4Q: 3 clusters Score -1.983913e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -19841318.000000 Penalty: 5935.945312
	Iteration 5Q: 3 clusters Score -1.984132e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -19845456.000000 Penalty: 5935.945312
	Iteration 6F: 3 clusters Score -1.984546e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -19852150.000000 Penalty: 5935.945312
	Iteration 7F: 3 clusters Score -1.985215e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -19861612.000000 Penalty: 5935.945312
	Iteration 8F: 3 clusters Score -1.986161e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -19871536.000000 Penalty: 5935.945312
	Iteration 9F: 3 clusters Score -1.987154e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -19879330.000000 Penalty: 5935.945312
	Iteration 10F: 3 clusters Score -1.987933e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -19884016.000000 Penalty: 5935.945312
	Iteration 11Q: 3 clusters Score -1.988402e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -19886564.000000 Penalty: 5935.945312
	Iteration 12Q: 3 clusters Score -1.988656e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 138811 members 
Entering Unmasked Estep 
Score: -19888096.000000 Penalty: 5935.945312
	Iteration 13Q: 3 clusters Score -1.98881e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 140995 members 
Entering Unmasked Estep 
Score: -19889468.000000 Penalty: 5935.945312
	Iteration 14Q: 3 clusters Score -1.988947e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -19890454.000000 Penalty: 5935.945312
	Iteration 15Q: 3 clusters Score -1.989045e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -19891360.000000 Penalty: 5935.945312
	Iteration 16Q: 3 clusters Score -1.989136e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 145952 members 
Entering Unmasked Estep 
Score: -19892006.000000 Penalty: 5935.945312
	Iteration 17Q: 3 clusters Score -1.989201e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 147204 members 
Entering Unmasked Estep 
Score: -19892508.000000 Penalty: 5935.945312
	Iteration 18Q: 3 clusters Score -1.989251e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 148238 members 
Entering Unmasked Estep 
Score: -19892780.000000 Penalty: 5935.945312
	Iteration 19Q: 3 clusters Score -1.989278e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
Score: -19892948.000000 Penalty: 5935.945312
	Iteration 20F: 3 clusters Score -1.989295e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 149968 members 
Entering Unmasked Estep 
Score: -19893024.000000 Penalty: 5935.945312
	Iteration 21Q: 3 clusters Score -1.989302e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -19893192.000000 Penalty: 5935.945312
	Iteration 22Q: 3 clusters Score -1.989319e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 151323 members 
Entering Unmasked Estep 
Score: -19893186.000000 Penalty: 5935.945312
	Iteration 23Q: 3 clusters Score -1.989319e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -19893234.000000 Penalty: 5935.945312
	Iteration 24Q: 3 clusters Score -1.989323e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 152352 members 
Entering Unmasked Estep 
Score: -19893252.000000 Penalty: 5935.945312
	Iteration 25Q: 3 clusters Score -1.989325e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -19893250.000000 Penalty: 5935.945312
	Iteration 26Q: 3 clusters Score -1.989325e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -19893198.000000 Penalty: 5935.945312
	Iteration 27Q: 3 clusters Score -1.98932e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -19893226.000000 Penalty: 5935.945312
	Iteration 28Q: 3 clusters Score -1.989323e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 153631 members 
Entering Unmasked Estep 
Score: -19893290.000000 Penalty: 5935.945312
	Iteration 29Q: 3 clusters Score -1.989329e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -19893240.000000 Penalty: 5935.945312
	Iteration 30Q: 3 clusters Score -1.989324e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -19893192.000000 Penalty: 5935.945312
	Iteration 31Q: 3 clusters Score -1.989319e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -19893206.000000 Penalty: 5935.945312
	Iteration 32Q: 3 clusters Score -1.989321e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -19893196.000000 Penalty: 5935.945312
	Iteration 33Q: 3 clusters Score -1.98932e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -19893204.000000 Penalty: 5935.945312
	Iteration 34Q: 3 clusters Score -1.98932e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -19893174.000000 Penalty: 5935.945312
	Iteration 35Q: 3 clusters Score -1.989317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -19893144.000000 Penalty: 5935.945312
	Iteration 36Q: 3 clusters Score -1.989314e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 154646 members 
Entering Unmasked Estep 
Score: -19893116.000000 Penalty: 5935.945312
	Iteration 37Q: 3 clusters Score -1.989312e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -19893140.000000 Penalty: 5935.945312
	Iteration 38Q: 3 clusters Score -1.989314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -19893104.000000 Penalty: 5935.945312
	Iteration 39Q: 3 clusters Score -1.98931e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -19893074.000000 Penalty: 5935.945312
	Iteration 40F: 3 clusters Score -1.989307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -19893074.000000 Penalty: 5935.945312
	Iteration 41Q: 3 clusters Score -1.989307e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -19893062.000000 Penalty: 5935.945312
	Iteration 42Q: 3 clusters Score -1.989306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -19893070.000000 Penalty: 5935.945312
	Iteration 43Q: 3 clusters Score -1.989307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -19893090.000000 Penalty: 5935.945312
	Iteration 44Q: 3 clusters Score -1.989309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -19893090.000000 Penalty: 5935.945312
	Iteration 45Q: 3 clusters Score -1.989309e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -19893056.000000 Penalty: 5935.945312
	Iteration 46Q: 3 clusters Score -1.989306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -19893064.000000 Penalty: 5935.945312
	Iteration 47Q: 3 clusters Score -1.989306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -19893042.000000 Penalty: 5935.945312
	Iteration 48Q: 3 clusters Score -1.989304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -19893058.000000 Penalty: 5935.945312
	Iteration 49Q: 3 clusters Score -1.989306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -19893060.000000 Penalty: 5935.945312
	Iteration 50Q: 3 clusters Score -1.989306e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -19893070.000000 Penalty: 5935.945312
	Iteration 51Q: 3 clusters Score -1.989307e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -19893036.000000 Penalty: 5935.945312
	Iteration 52Q: 3 clusters Score -1.989304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -19893040.000000 Penalty: 5935.945312
	Iteration 53Q: 3 clusters Score -1.989304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -19893010.000000 Penalty: 5935.945312
	Iteration 54Q: 3 clusters Score -1.989301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -19893032.000000 Penalty: 5935.945312
	Iteration 55Q: 3 clusters Score -1.989303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -19893008.000000 Penalty: 5935.945312
	Iteration 56Q: 3 clusters Score -1.989301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -19893028.000000 Penalty: 5935.945312
	Iteration 57Q: 3 clusters Score -1.989303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -19893026.000000 Penalty: 5935.945312
	Iteration 58Q: 3 clusters Score -1.989303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -19893052.000000 Penalty: 5935.945312
	Iteration 59Q: 3 clusters Score -1.989305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -19893062.000000 Penalty: 5935.945312
	Iteration 60F: 3 clusters Score -1.989306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -19893062.000000 Penalty: 5935.945312
	Iteration 61Q: 3 clusters Score -1.989306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -19893034.000000 Penalty: 5935.945312
	Iteration 62Q: 3 clusters Score -1.989303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -19893032.000000 Penalty: 5935.945312
	Iteration 63Q: 3 clusters Score -1.989303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 155408 members 
Entering Unmasked Estep 
Score: -19893036.000000 Penalty: 5935.945312
	Iteration 64Q: 3 clusters Score -1.989304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -19893058.000000 Penalty: 5935.945312
	Iteration 65Q: 3 clusters Score -1.989306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -19893058.000000 Penalty: 5935.945312
	Iteration 66Q: 3 clusters Score -1.989306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 155451 members 
Entering Unmasked Estep 
Score: -19893040.000000 Penalty: 5935.945312
	Iteration 67Q: 3 clusters Score -1.989304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -19893038.000000 Penalty: 5935.945312
	Iteration 68Q: 3 clusters Score -1.989304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -19893050.000000 Penalty: 5935.945312
	Iteration 69Q: 3 clusters Score -1.989305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 155476 members 
Entering Unmasked Estep 
Score: -19893046.000000 Penalty: 5935.945312
	Iteration 70Q: 3 clusters Score -1.989305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -19893038.000000 Penalty: 5935.945312
	Iteration 71Q: 3 clusters Score -1.989304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -19893042.000000 Penalty: 5935.945312
	Iteration 72Q: 3 clusters Score -1.989304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -19893050.000000 Penalty: 5935.945312
	Iteration 73Q: 3 clusters Score -1.989305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 155494 members 
Entering Unmasked Estep 
Score: -19893054.000000 Penalty: 5935.945312
	Iteration 74Q: 3 clusters Score -1.989305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -19893044.000000 Penalty: 5935.945312
	Iteration 75Q: 3 clusters Score -1.989304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -19893052.000000 Penalty: 5935.945312
	Iteration 76Q: 3 clusters Score -1.989305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -19893064.000000 Penalty: 5935.945312
	Iteration 77Q: 3 clusters Score -1.989306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 155512 members 
Entering Unmasked Estep 
Score: -19893066.000000 Penalty: 5935.945312
	Iteration 78Q: 3 clusters Score -1.989307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -19893076.000000 Penalty: 5935.945312
	Iteration 79Q: 3 clusters Score -1.989308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -19893072.000000 Penalty: 5935.945312
	Iteration 80F: 3 clusters Score -1.989307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -19893062.000000 Penalty: 5935.945312
	Iteration 81Q: 3 clusters Score -1.989306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -19893058.000000 Penalty: 5935.945312
	Iteration 82Q: 3 clusters Score -1.989306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 155520 members 
Entering Unmasked Estep 
Score: -19893054.000000 Penalty: 5935.945312
	Iteration 83Q: 3 clusters Score -1.989305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -19893044.000000 Penalty: 5935.945312
	Iteration 84Q: 3 clusters Score -1.989304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -19893044.000000 Penalty: 5935.945312
	Iteration 85Q: 3 clusters Score -1.989304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -19893034.000000 Penalty: 5935.945312
	Iteration 86Q: 3 clusters Score -1.989303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -19893030.000000 Penalty: 5935.945312
	Iteration 87Q: 3 clusters Score -1.989303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -19893026.000000 Penalty: 5935.945312
	Iteration 88Q: 3 clusters Score -1.989303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -19893020.000000 Penalty: 5935.945312
	Iteration 89Q: 3 clusters Score -1.989302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 155543 members 
Entering Unmasked Estep 
Score: -19893026.000000 Penalty: 5935.945312
	Iteration 90Q: 3 clusters Score -1.989303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 155545 members 
Entering Unmasked Estep 
Score: -19893030.000000 Penalty: 5935.945312
	Iteration 91Q: 3 clusters Score -1.989303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 155547 members 
Entering Unmasked Estep 
Score: -19893022.000000 Penalty: 5935.945312
	Iteration 92Q: 3 clusters Score -1.989302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 155547 members 
Entering Unmasked Estep 
Score: -19893022.000000 Penalty: 5935.945312
	Iteration 93F: 3 clusters Score -1.989302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82485.835938 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82485.84 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82775.976562 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82775.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82888.750000 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -82888.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82976.937500 Penalty: 3288.819092
	Iteration 3Q: 3 clusters Score -82976.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83064.484375 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -83064.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83143.656250 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83143.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83210.742188 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83210.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83272.109375 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83272.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83316.757812 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83316.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83362.851562 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83362.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83389.500000 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83389.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83430.039062 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -83430.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83504.601562 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -83504.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83576.367188 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -83576.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83635.703125 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -83635.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83682.953125 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -83682.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83727.015625 Penalty: 3288.819092
	Iteration 16Q: 3 clusters Score -83727.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83758.898438 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -83758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83791.578125 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -83791.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83809.601562 Penalty: 3288.819092
	Iteration 19Q: 3 clusters Score -83809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83812.140625 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -83812.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83812.835938 Penalty: 3288.819092
	Iteration 21Q: 3 clusters Score -83812.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83814.265625 Penalty: 3288.819092
	Iteration 22Q: 3 clusters Score -83814.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83816.109375 Penalty: 3288.819092
	Iteration 23Q: 3 clusters Score -83816.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83820.304688 Penalty: 3288.819092
	Iteration 24Q: 3 clusters Score -83820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83820.304688 Penalty: 3288.819092
	Iteration 25F: 3 clusters Score -83820.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Entering Unmasked Estep 
Score: -2827413.000000 Penalty: 2481.677979
	Iteration 0F: 2 clusters Score -2827413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2811843.000000 Penalty: 4963.355957
	Iteration 0F: 3 clusters Score -2811843 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2817113.000000 Penalty: 4963.355957
	Iteration 1F: 3 clusters Score -2817113 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2817507.500000 Penalty: 4963.355957
	Iteration 2Q: 3 clusters Score -2817508 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2817851.250000 Penalty: 4963.355957
	Iteration 3Q: 3 clusters Score -2817851 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2818258.500000 Penalty: 4963.355957
	Iteration 4Q: 3 clusters Score -2818258 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2818686.250000 Penalty: 4963.355957
	Iteration 5Q: 3 clusters Score -2818686 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2819187.500000 Penalty: 4963.355957
	Iteration 6Q: 3 clusters Score -2819188 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2819746.750000 Penalty: 4963.355957
	Iteration 7Q: 3 clusters Score -2819747 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2820404.250000 Penalty: 4963.355957
	Iteration 8Q: 3 clusters Score -2820404 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2821108.500000 Penalty: 4963.355957
	Iteration 9Q: 3 clusters Score -2821108 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2821754.750000 Penalty: 4963.355957
	Iteration 10Q: 3 clusters Score -2821755 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2822322.250000 Penalty: 4963.355957
	Iteration 11Q: 3 clusters Score -2822322 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2822792.750000 Penalty: 4963.355957
	Iteration 12Q: 3 clusters Score -2822793 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2823198.250000 Penalty: 4963.355957
	Iteration 13Q: 3 clusters Score -2823198 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2823520.500000 Penalty: 4963.355957
	Iteration 14Q: 3 clusters Score -2823520 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2823817.000000 Penalty: 4963.355957
	Iteration 15Q: 3 clusters Score -2823817 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2824033.250000 Penalty: 4963.355957
	Iteration 16Q: 3 clusters Score -2824033 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2824201.250000 Penalty: 4963.355957
	Iteration 17Q: 3 clusters Score -2824201 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2824359.250000 Penalty: 4963.355957
	Iteration 18Q: 3 clusters Score -2824359 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2824495.750000 Penalty: 4963.355957
	Iteration 19Q: 3 clusters Score -2824496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2824625.000000 Penalty: 4963.355957
	Iteration 20F: 3 clusters Score -2824625 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2824728.250000 Penalty: 4963.355957
	Iteration 21Q: 3 clusters Score -2824728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2824811.250000 Penalty: 4963.355957
	Iteration 22Q: 3 clusters Score -2824811 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2824876.000000 Penalty: 4963.355957
	Iteration 23Q: 3 clusters Score -2824876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2824928.500000 Penalty: 4963.355957
	Iteration 24Q: 3 clusters Score -2824928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2824986.750000 Penalty: 4963.355957
	Iteration 25Q: 3 clusters Score -2824987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2825038.250000 Penalty: 4963.355957
	Iteration 26Q: 3 clusters Score -2825038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2825066.000000 Penalty: 4963.355957
	Iteration 27Q: 3 clusters Score -2825066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2825098.000000 Penalty: 4963.355957
	Iteration 28Q: 3 clusters Score -2825098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2825130.250000 Penalty: 4963.355957
	Iteration 29Q: 3 clusters Score -2825130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2825149.000000 Penalty: 4963.355957
	Iteration 30Q: 3 clusters Score -2825149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2825157.750000 Penalty: 4963.355957
	Iteration 31Q: 3 clusters Score -2825158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2825172.500000 Penalty: 4963.355957
	Iteration 32Q: 3 clusters Score -2825172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2825193.000000 Penalty: 4963.355957
	Iteration 33Q: 3 clusters Score -2825193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2825209.750000 Penalty: 4963.355957
	Iteration 34Q: 3 clusters Score -2825210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2825225.000000 Penalty: 4963.355957
	Iteration 35Q: 3 clusters Score -2825225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2825240.250000 Penalty: 4963.355957
	Iteration 36Q: 3 clusters Score -2825240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2825247.750000 Penalty: 4963.355957
	Iteration 37Q: 3 clusters Score -2825248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2825261.750000 Penalty: 4963.355957
	Iteration 38Q: 3 clusters Score -2825262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2825268.000000 Penalty: 4963.355957
	Iteration 39Q: 3 clusters Score -2825268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2825271.500000 Penalty: 4963.355957
	Iteration 40F: 3 clusters Score -2825272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2825277.500000 Penalty: 4963.355957
	Iteration 41Q: 3 clusters Score -2825278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2825281.500000 Penalty: 4963.355957
	Iteration 42Q: 3 clusters Score -2825282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2825288.750000 Penalty: 4963.355957
	Iteration 43Q: 3 clusters Score -2825289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2825297.750000 Penalty: 4963.355957
	Iteration 44Q: 3 clusters Score -2825298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2825297.500000 Penalty: 4963.355957
	Iteration 45Q: 3 clusters Score -2825298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2825303.750000 Penalty: 4963.355957
	Iteration 46Q: 3 clusters Score -2825304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2825308.000000 Penalty: 4963.355957
	Iteration 47Q: 3 clusters Score -2825308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2825310.500000 Penalty: 4963.355957
	Iteration 48Q: 3 clusters Score -2825310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2825314.250000 Penalty: 4963.355957
	Iteration 49Q: 3 clusters Score -2825314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2825319.750000 Penalty: 4963.355957
	Iteration 50Q: 3 clusters Score -2825320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2825322.750000 Penalty: 4963.355957
	Iteration 51Q: 3 clusters Score -2825323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2825332.500000 Penalty: 4963.355957
	Iteration 52Q: 3 clusters Score -2825332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2825333.250000 Penalty: 4963.355957
	Iteration 53Q: 3 clusters Score -2825333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2825335.250000 Penalty: 4963.355957
	Iteration 54Q: 3 clusters Score -2825335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2825335.500000 Penalty: 4963.355957
	Iteration 55Q: 3 clusters Score -2825336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2825334.000000 Penalty: 4963.355957
	Iteration 56Q: 3 clusters Score -2825334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2825341.750000 Penalty: 4963.355957
	Iteration 57Q: 3 clusters Score -2825342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2825347.250000 Penalty: 4963.355957
	Iteration 58Q: 3 clusters Score -2825347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2825348.500000 Penalty: 4963.355957
	Iteration 59Q: 3 clusters Score -2825348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2825353.500000 Penalty: 4963.355957
	Iteration 60F: 3 clusters Score -2825354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2825356.750000 Penalty: 4963.355957
	Iteration 61Q: 3 clusters Score -2825357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2825355.500000 Penalty: 4963.355957
	Iteration 62Q: 3 clusters Score -2825356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2825355.500000 Penalty: 4963.355957
	Iteration 63Q: 3 clusters Score -2825356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2825358.750000 Penalty: 4963.355957
	Iteration 64Q: 3 clusters Score -2825359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2825358.000000 Penalty: 4963.355957
	Iteration 65Q: 3 clusters Score -2825358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2825358.750000 Penalty: 4963.355957
	Iteration 66Q: 3 clusters Score -2825359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2825360.000000 Penalty: 4963.355957
	Iteration 67Q: 3 clusters Score -2825360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2825360.000000 Penalty: 4963.355957
	Iteration 68F: 3 clusters Score -2825360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 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 172 members 
Entering Unmasked Estep 
Score: -29334.414062 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29334.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29477.593750 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29477.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29540.994141 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -29540.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29598.687500 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29598.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29641.638672 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29641.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29664.248047 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29664.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29697.896484 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -29697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29804.429688 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -29804.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29919.597656 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -29919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30053.568359 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -30053.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30080.867188 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -30080.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30094.015625 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -30094.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30097.179688 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -30097.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30097.179688 Penalty: 2856.415283
	Iteration 13F: 3 clusters Score -30097.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Entering Unmasked Estep 
Score: -20907880.000000 Penalty: 2981.282959
	Iteration 0F: 2 clusters Score -2.090788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -20799790.000000 Penalty: 5962.565918
	Iteration 0F: 3 clusters Score -2.079979e+07 nChanged 79533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -20847866.000000 Penalty: 5962.565918
	Iteration 1F: 3 clusters Score -2.084787e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -20850502.000000 Penalty: 5962.565918
	Iteration 2Q: 3 clusters Score -2.08505e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -20853898.000000 Penalty: 5962.565918
	Iteration 3Q: 3 clusters Score -2.08539e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -20859678.000000 Penalty: 5962.565918
	Iteration 4F: 3 clusters Score -2.085968e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -20868046.000000 Penalty: 5962.565918
	Iteration 5F: 3 clusters Score -2.086805e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -20878766.000000 Penalty: 5962.565918
	Iteration 6F: 3 clusters Score -2.087877e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -20888144.000000 Penalty: 5962.565918
	Iteration 7F: 3 clusters Score -2.088814e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -20892914.000000 Penalty: 5962.565918
	Iteration 8F: 3 clusters Score -2.089291e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 121099 members 
Entering Unmasked Estep 
Score: -20895162.000000 Penalty: 5962.565918
	Iteration 9Q: 3 clusters Score -2.089516e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 123492 members 
Entering Unmasked Estep 
Score: -20896346.000000 Penalty: 5962.565918
	Iteration 10Q: 3 clusters Score -2.089635e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 125712 members 
Entering Unmasked Estep 
Score: -20897210.000000 Penalty: 5962.565918
	Iteration 11Q: 3 clusters Score -2.089721e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -20897802.000000 Penalty: 5962.565918
	Iteration 12Q: 3 clusters Score -2.08978e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 129820 members 
Entering Unmasked Estep 
Score: -20898450.000000 Penalty: 5962.565918
	Iteration 13Q: 3 clusters Score -2.089845e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 131794 members 
Entering Unmasked Estep 
Score: -20899116.000000 Penalty: 5962.565918
	Iteration 14Q: 3 clusters Score -2.089912e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -20899532.000000 Penalty: 5962.565918
	Iteration 15Q: 3 clusters Score -2.089953e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 135635 members 
Entering Unmasked Estep 
Score: -20900036.000000 Penalty: 5962.565918
	Iteration 16Q: 3 clusters Score -2.090004e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 137489 members 
Entering Unmasked Estep 
Score: -20900618.000000 Penalty: 5962.565918
	Iteration 17Q: 3 clusters Score -2.090062e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 139347 members 
Entering Unmasked Estep 
Score: -20901256.000000 Penalty: 5962.565918
	Iteration 18Q: 3 clusters Score -2.090126e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -20901824.000000 Penalty: 5962.565918
	Iteration 19Q: 3 clusters Score -2.090182e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -20902306.000000 Penalty: 5962.565918
	Iteration 20F: 3 clusters Score -2.090231e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 144618 members 
Entering Unmasked Estep 
Score: -20902864.000000 Penalty: 5962.565918
	Iteration 21Q: 3 clusters Score -2.090286e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -20903148.000000 Penalty: 5962.565918
	Iteration 22Q: 3 clusters Score -2.090315e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 147922 members 
Entering Unmasked Estep 
Score: -20903592.000000 Penalty: 5962.565918
	Iteration 23Q: 3 clusters Score -2.090359e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -20904014.000000 Penalty: 5962.565918
	Iteration 24Q: 3 clusters Score -2.090401e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 150892 members 
Entering Unmasked Estep 
Score: -20904376.000000 Penalty: 5962.565918
	Iteration 25Q: 3 clusters Score -2.090438e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -20904594.000000 Penalty: 5962.565918
	Iteration 26Q: 3 clusters Score -2.090459e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -20904782.000000 Penalty: 5962.565918
	Iteration 27Q: 3 clusters Score -2.090478e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -20905002.000000 Penalty: 5962.565918
	Iteration 28Q: 3 clusters Score -2.0905e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 155523 members 
Entering Unmasked Estep 
Score: -20905218.000000 Penalty: 5962.565918
	Iteration 29Q: 3 clusters Score -2.090522e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -20905390.000000 Penalty: 5962.565918
	Iteration 30Q: 3 clusters Score -2.090539e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 157397 members 
Entering Unmasked Estep 
Score: -20905514.000000 Penalty: 5962.565918
	Iteration 31Q: 3 clusters Score -2.090551e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -20905628.000000 Penalty: 5962.565918
	Iteration 32Q: 3 clusters Score -2.090563e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -20905756.000000 Penalty: 5962.565918
	Iteration 33Q: 3 clusters Score -2.090576e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -20905904.000000 Penalty: 5962.565918
	Iteration 34Q: 3 clusters Score -2.09059e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -20905912.000000 Penalty: 5962.565918
	Iteration 35Q: 3 clusters Score -2.090591e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -20905938.000000 Penalty: 5962.565918
	Iteration 36Q: 3 clusters Score -2.090594e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 161165 members 
Entering Unmasked Estep 
Score: -20906056.000000 Penalty: 5962.565918
	Iteration 37Q: 3 clusters Score -2.090606e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 161546 members 
Entering Unmasked Estep 
Score: -20906076.000000 Penalty: 5962.565918
	Iteration 38Q: 3 clusters Score -2.090608e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -20906016.000000 Penalty: 5962.565918
	Iteration 39Q: 3 clusters Score -2.090602e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -20906032.000000 Penalty: 5962.565918
	Iteration 40F: 3 clusters Score -2.090603e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -20906082.000000 Penalty: 5962.565918
	Iteration 41Q: 3 clusters Score -2.090608e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -20906080.000000 Penalty: 5962.565918
	Iteration 42Q: 3 clusters Score -2.090608e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -20906150.000000 Penalty: 5962.565918
	Iteration 43Q: 3 clusters Score -2.090615e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -20906158.000000 Penalty: 5962.565918
	Iteration 44Q: 3 clusters Score -2.090616e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -20906172.000000 Penalty: 5962.565918
	Iteration 45Q: 3 clusters Score -2.090617e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -20906172.000000 Penalty: 5962.565918
	Iteration 46Q: 3 clusters Score -2.090617e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -20906190.000000 Penalty: 5962.565918
	Iteration 47Q: 3 clusters Score -2.090619e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -20906224.000000 Penalty: 5962.565918
	Iteration 48Q: 3 clusters Score -2.090622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -20906240.000000 Penalty: 5962.565918
	Iteration 49Q: 3 clusters Score -2.090624e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 163537 members 
Entering Unmasked Estep 
Score: -20906262.000000 Penalty: 5962.565918
	Iteration 50Q: 3 clusters Score -2.090626e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -20906266.000000 Penalty: 5962.565918
	Iteration 51Q: 3 clusters Score -2.090627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -20906246.000000 Penalty: 5962.565918
	Iteration 52Q: 3 clusters Score -2.090625e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -20906226.000000 Penalty: 5962.565918
	Iteration 53Q: 3 clusters Score -2.090623e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -20906252.000000 Penalty: 5962.565918
	Iteration 54Q: 3 clusters Score -2.090625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -20906264.000000 Penalty: 5962.565918
	Iteration 55Q: 3 clusters Score -2.090626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 163833 members 
Entering Unmasked Estep 
Score: -20906264.000000 Penalty: 5962.565918
	Iteration 56Q: 3 clusters Score -2.090626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -20906282.000000 Penalty: 5962.565918
	Iteration 57Q: 3 clusters Score -2.090628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 163862 members 
Entering Unmasked Estep 
Score: -20906282.000000 Penalty: 5962.565918
	Iteration 58Q: 3 clusters Score -2.090628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -20906266.000000 Penalty: 5962.565918
	Iteration 59Q: 3 clusters Score -2.090627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -20906270.000000 Penalty: 5962.565918
	Iteration 60F: 3 clusters Score -2.090627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 163879 members 
Entering Unmasked Estep 
Score: -20906260.000000 Penalty: 5962.565918
	Iteration 61Q: 3 clusters Score -2.090626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 163884 members 
Entering Unmasked Estep 
Score: -20906268.000000 Penalty: 5962.565918
	Iteration 62Q: 3 clusters Score -2.090627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 163890 members 
Entering Unmasked Estep 
Score: -20906250.000000 Penalty: 5962.565918
	Iteration 63Q: 3 clusters Score -2.090625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -20906234.000000 Penalty: 5962.565918
	Iteration 64Q: 3 clusters Score -2.090623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 163899 members 
Entering Unmasked Estep 
Score: -20906244.000000 Penalty: 5962.565918
	Iteration 65Q: 3 clusters Score -2.090624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -20906226.000000 Penalty: 5962.565918
	Iteration 66Q: 3 clusters Score -2.090623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -20906232.000000 Penalty: 5962.565918
	Iteration 67Q: 3 clusters Score -2.090623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -20906224.000000 Penalty: 5962.565918
	Iteration 68Q: 3 clusters Score -2.090622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 163910 members 
Entering Unmasked Estep 
Score: -20906222.000000 Penalty: 5962.565918
	Iteration 69Q: 3 clusters Score -2.090622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -20906222.000000 Penalty: 5962.565918
	Iteration 70Q: 3 clusters Score -2.090622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 163920 members 
Entering Unmasked Estep 
Score: -20906206.000000 Penalty: 5962.565918
	Iteration 71Q: 3 clusters Score -2.090621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 163930 members 
Entering Unmasked Estep 
Score: -20906210.000000 Penalty: 5962.565918
	Iteration 72Q: 3 clusters Score -2.090621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -20906216.000000 Penalty: 5962.565918
	Iteration 73Q: 3 clusters Score -2.090622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -20906208.000000 Penalty: 5962.565918
	Iteration 74Q: 3 clusters Score -2.090621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -20906206.000000 Penalty: 5962.565918
	Iteration 75Q: 3 clusters Score -2.090621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -20906194.000000 Penalty: 5962.565918
	Iteration 76Q: 3 clusters Score -2.090619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -20906176.000000 Penalty: 5962.565918
	Iteration 77Q: 3 clusters Score -2.090618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -20906194.000000 Penalty: 5962.565918
	Iteration 78Q: 3 clusters Score -2.090619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -20906168.000000 Penalty: 5962.565918
	Iteration 79Q: 3 clusters Score -2.090617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -20906186.000000 Penalty: 5962.565918
	Iteration 80F: 3 clusters Score -2.090619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -20906196.000000 Penalty: 5962.565918
	Iteration 81Q: 3 clusters Score -2.09062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 163991 members 
Entering Unmasked Estep 
Score: -20906182.000000 Penalty: 5962.565918
	Iteration 82Q: 3 clusters Score -2.090618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 163995 members 
Entering Unmasked Estep 
Score: -20906184.000000 Penalty: 5962.565918
	Iteration 83Q: 3 clusters Score -2.090618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 163999 members 
Entering Unmasked Estep 
Score: -20906192.000000 Penalty: 5962.565918
	Iteration 84Q: 3 clusters Score -2.090619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -20906176.000000 Penalty: 5962.565918
	Iteration 85Q: 3 clusters Score -2.090618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -20906176.000000 Penalty: 5962.565918
	Iteration 86F: 3 clusters Score -2.090618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 292 members 
Entering Unmasked Estep 
Score: -58645.023438 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58645.02 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58974.910156 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58974.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59150.593750 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -59150.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59460.390625 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -59460.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59901.257812 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -59901.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59953.035156 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59953.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59976.328125 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59976.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59985.757812 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -59985.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59995.257812 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -59995.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60007.187500 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -60007.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60015.273438 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -60015.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60017.570312 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -60017.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60025.804688 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -60025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60031.179688 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -60031.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60034.082031 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -60034.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60038.128906 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -60038.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60038.128906 Penalty: 3122.451904
	Iteration 16F: 3 clusters Score -60038.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 40083 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 53677 members 
Mstep: Class 10 contains 211581 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 164672 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157571 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22176 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166259 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733120.000000 Penalty: 71147.250000
Iteration 199Q: 22 clusters Score -1.057331e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 40203 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8067 members 
Mstep: Class 9 contains 53656 members 
Mstep: Class 10 contains 211529 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 164635 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 157562 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22172 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166253 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733144.000000 Penalty: 71147.250000
Iteration 200F: 22 clusters Score -1.057331e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 40319 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 53626 members 
Mstep: Class 10 contains 211504 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 164600 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 157532 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22170 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166243 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733288.000000 Penalty: 71147.250000
Iteration 201Q: 22 clusters Score -1.057333e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 40417 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 53611 members 
Mstep: Class 10 contains 211490 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14572 members 
Mstep: Class 14 contains 164541 members 
Mstep: Class 15 contains 334 members 
Mstep: Class 16 contains 157532 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22163 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166223 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733312.000000 Penalty: 71147.250000
Iteration 202Q: 22 clusters Score -1.057333e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3276 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 40521 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 53602 members 
Mstep: Class 10 contains 211449 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14560 members 
Mstep: Class 14 contains 164514 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157505 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22151 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166229 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733256.000000 Penalty: 71147.250000
Iteration 203Q: 22 clusters Score -1.057333e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3275 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 40617 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 8133 members 
Mstep: Class 9 contains 53596 members 
Mstep: Class 10 contains 211426 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 164491 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157474 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22132 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166223 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733216.000000 Penalty: 71147.250000
Iteration 204Q: 22 clusters Score -1.057332e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 40721 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 8152 members 
Mstep: Class 9 contains 53589 members 
Mstep: Class 10 contains 211401 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14545 members 
Mstep: Class 14 contains 164466 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157458 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22108 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166202 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733120.000000 Penalty: 71147.250000
Iteration 205Q: 22 clusters Score -1.057331e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 40821 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 53586 members 
Mstep: Class 10 contains 211370 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 164456 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157442 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166175 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733216.000000 Penalty: 71147.250000
Iteration 206Q: 22 clusters Score -1.057332e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 40930 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 8171 members 
Mstep: Class 9 contains 53573 members 
Mstep: Class 10 contains 211320 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 164454 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157431 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22079 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166155 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733152.000000 Penalty: 71147.250000
Iteration 207Q: 22 clusters Score -1.057332e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 41025 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 8181 members 
Mstep: Class 9 contains 53562 members 
Mstep: Class 10 contains 211283 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14525 members 
Mstep: Class 14 contains 164450 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157419 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22072 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166126 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733328.000000 Penalty: 71147.250000
Iteration 208Q: 22 clusters Score -1.057333e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 41094 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8193 members 
Mstep: Class 9 contains 53556 members 
Mstep: Class 10 contains 211273 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14520 members 
Mstep: Class 14 contains 164439 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157402 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22064 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166099 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733392.000000 Penalty: 71147.250000
Iteration 209Q: 22 clusters Score -1.057334e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 41164 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 53550 members 
Mstep: Class 10 contains 211262 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14514 members 
Mstep: Class 14 contains 164419 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157389 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22058 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166078 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733384.000000 Penalty: 71147.250000
Iteration 210Q: 22 clusters Score -1.057334e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 41246 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 53542 members 
Mstep: Class 10 contains 211223 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 164415 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157382 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22051 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166062 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733416.000000 Penalty: 71147.250000
Iteration 211Q: 22 clusters Score -1.057334e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41310 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 53534 members 
Mstep: Class 10 contains 211217 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 164404 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157365 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22046 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166046 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733744.000000 Penalty: 71147.250000
Iteration 212Q: 22 clusters Score -1.057337e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41375 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 53531 members 
Mstep: Class 10 contains 211207 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 164392 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157347 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22043 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166028 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733672.000000 Penalty: 71147.250000
Iteration 213Q: 22 clusters Score -1.057337e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41437 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 53528 members 
Mstep: Class 10 contains 211195 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 164387 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157323 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22039 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166008 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733656.000000 Penalty: 71147.250000
Iteration 214Q: 22 clusters Score -1.057337e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 41506 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 53518 members 
Mstep: Class 10 contains 211184 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 164383 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157305 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22035 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165980 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733640.000000 Penalty: 71147.250000
Iteration 215Q: 22 clusters Score -1.057336e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41569 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 53500 members 
Mstep: Class 10 contains 211174 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 164382 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157296 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22033 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165956 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733576.000000 Penalty: 71147.250000
Iteration 216Q: 22 clusters Score -1.057336e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8248 members 
Mstep: Class 9 contains 53497 members 
Mstep: Class 10 contains 211165 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14473 members 
Mstep: Class 14 contains 164373 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157278 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22030 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165943 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733576.000000 Penalty: 71147.250000
Iteration 217Q: 22 clusters Score -1.057336e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41656 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8257 members 
Mstep: Class 9 contains 53495 members 
Mstep: Class 10 contains 211146 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14470 members 
Mstep: Class 14 contains 164369 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157266 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22025 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165923 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733568.000000 Penalty: 71147.250000
Iteration 218Q: 22 clusters Score -1.057336e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41720 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8263 members 
Mstep: Class 9 contains 53485 members 
Mstep: Class 10 contains 211106 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14465 members 
Mstep: Class 14 contains 164355 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157261 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165922 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733584.000000 Penalty: 71147.250000
Iteration 219Q: 22 clusters Score -1.057336e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41772 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 53477 members 
Mstep: Class 10 contains 211083 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14462 members 
Mstep: Class 14 contains 164327 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157284 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22015 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165902 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733672.000000 Penalty: 71147.250000
Iteration 220F: 22 clusters Score -1.057337e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41824 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 53467 members 
Mstep: Class 10 contains 211060 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14460 members 
Mstep: Class 14 contains 164305 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157301 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22007 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165893 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733904.000000 Penalty: 71147.250000
Iteration 221Q: 22 clusters Score -1.057339e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 41879 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8281 members 
Mstep: Class 9 contains 53460 members 
Mstep: Class 10 contains 211039 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14458 members 
Mstep: Class 14 contains 164274 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157321 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 22004 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165872 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734080.000000 Penalty: 71147.250000
Iteration 222Q: 22 clusters Score -1.057341e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 41954 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 53448 members 
Mstep: Class 10 contains 211012 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14451 members 
Mstep: Class 14 contains 164244 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157318 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21996 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165870 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734056.000000 Penalty: 71147.250000
Iteration 223Q: 22 clusters Score -1.057341e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 42025 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 53443 members 
Mstep: Class 10 contains 210965 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14449 members 
Mstep: Class 14 contains 164217 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157311 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21993 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165875 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734136.000000 Penalty: 71147.250000
Iteration 224Q: 22 clusters Score -1.057341e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 42110 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 53436 members 
Mstep: Class 10 contains 210921 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14447 members 
Mstep: Class 14 contains 164191 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157298 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21984 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165878 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733968.000000 Penalty: 71147.250000
Iteration 225Q: 22 clusters Score -1.05734e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 42187 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 53427 members 
Mstep: Class 10 contains 210893 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14441 members 
Mstep: Class 14 contains 164165 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157267 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21979 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165888 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734000.000000 Penalty: 71147.250000
Iteration 226Q: 22 clusters Score -1.05734e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8321 members 
Mstep: Class 9 contains 53417 members 
Mstep: Class 10 contains 210849 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 164153 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157234 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21981 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165902 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733952.000000 Penalty: 71147.250000
Iteration 227Q: 22 clusters Score -1.05734e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 42334 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 53416 members 
Mstep: Class 10 contains 210814 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14434 members 
Mstep: Class 14 contains 164123 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157220 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21973 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165910 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733904.000000 Penalty: 71147.250000
Iteration 228Q: 22 clusters Score -1.057339e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8337 members 
Mstep: Class 9 contains 53418 members 
Mstep: Class 10 contains 210777 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 164109 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157197 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21962 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165904 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734048.000000 Penalty: 71147.250000
Iteration 229Q: 22 clusters Score -1.05734e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 8337 members 
Mstep: Class 9 contains 53423 members 
Mstep: Class 10 contains 210751 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14427 members 
Mstep: Class 14 contains 164107 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157184 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21948 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165878 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734248.000000 Penalty: 71147.250000
Iteration 230Q: 22 clusters Score -1.057342e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 42566 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8342 members 
Mstep: Class 9 contains 53419 members 
Mstep: Class 10 contains 210702 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14426 members 
Mstep: Class 14 contains 164085 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157178 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21939 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165885 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734296.000000 Penalty: 71147.250000
Iteration 231Q: 22 clusters Score -1.057343e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 42660 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 53421 members 
Mstep: Class 10 contains 210613 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14422 members 
Mstep: Class 14 contains 164066 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157185 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21930 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165898 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734160.000000 Penalty: 71147.250000
Iteration 232Q: 22 clusters Score -1.057342e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 42741 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8350 members 
Mstep: Class 9 contains 53421 members 
Mstep: Class 10 contains 210557 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 164060 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157187 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21920 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165880 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734104.000000 Penalty: 71147.250000
Iteration 233Q: 22 clusters Score -1.057341e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 42814 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 53416 members 
Mstep: Class 10 contains 210507 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 164072 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157172 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21914 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165857 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734200.000000 Penalty: 71147.250000
Iteration 234Q: 22 clusters Score -1.057342e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 42866 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 8363 members 
Mstep: Class 9 contains 53415 members 
Mstep: Class 10 contains 210491 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14416 members 
Mstep: Class 14 contains 164084 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157151 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21906 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165834 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734232.000000 Penalty: 71147.250000
Iteration 235Q: 22 clusters Score -1.057342e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 42919 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 8369 members 
Mstep: Class 9 contains 53408 members 
Mstep: Class 10 contains 210452 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14416 members 
Mstep: Class 14 contains 164095 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157137 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21897 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165826 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734432.000000 Penalty: 71147.250000
Iteration 236Q: 22 clusters Score -1.057344e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 42968 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 53406 members 
Mstep: Class 10 contains 210408 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14415 members 
Mstep: Class 14 contains 164077 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157147 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21890 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165824 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734432.000000 Penalty: 71147.250000
Iteration 237Q: 22 clusters Score -1.057344e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43011 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 53408 members 
Mstep: Class 10 contains 210387 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 164056 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157143 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21878 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165833 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734456.000000 Penalty: 71147.250000
Iteration 238Q: 22 clusters Score -1.057345e+08 nChanged 369
Entering ConstructFrom: 
Score: -105734456.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (6019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Entering Unmasked Estep 
Score: -764243.875000 Penalty: 2158.263916
	Iteration 0F: 2 clusters Score -764243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -759032.250000 Penalty: 4316.527832
	Iteration 0F: 3 clusters Score -759032.2 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -760353.750000 Penalty: 4316.527832
	Iteration 1F: 3 clusters Score -760353.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -760647.687500 Penalty: 4316.527832
	Iteration 2F: 3 clusters Score -760647.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -760832.312500 Penalty: 4316.527832
	Iteration 3F: 3 clusters Score -760832.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -761003.750000 Penalty: 4316.527832
	Iteration 4Q: 3 clusters Score -761003.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -761141.937500 Penalty: 4316.527832
	Iteration 5Q: 3 clusters Score -761141.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -761259.812500 Penalty: 4316.527832
	Iteration 6Q: 3 clusters Score -761259.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -761366.312500 Penalty: 4316.527832
	Iteration 7Q: 3 clusters Score -761366.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -761452.250000 Penalty: 4316.527832
	Iteration 8Q: 3 clusters Score -761452.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -761550.062500 Penalty: 4316.527832
	Iteration 9Q: 3 clusters Score -761550.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -761634.687500 Penalty: 4316.527832
	Iteration 10Q: 3 clusters Score -761634.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -761706.062500 Penalty: 4316.527832
	Iteration 11Q: 3 clusters Score -761706.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -761766.125000 Penalty: 4316.527832
	Iteration 12Q: 3 clusters Score -761766.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -761818.375000 Penalty: 4316.527832
	Iteration 13Q: 3 clusters Score -761818.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -761859.250000 Penalty: 4316.527832
	Iteration 14Q: 3 clusters Score -761859.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -761899.562500 Penalty: 4316.527832
	Iteration 15Q: 3 clusters Score -761899.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -761938.062500 Penalty: 4316.527832
	Iteration 16Q: 3 clusters Score -761938.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -761981.062500 Penalty: 4316.527832
	Iteration 17Q: 3 clusters Score -761981.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -762029.187500 Penalty: 4316.527832
	Iteration 18Q: 3 clusters Score -762029.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -762085.437500 Penalty: 4316.527832
	Iteration 19Q: 3 clusters Score -762085.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -762141.500000 Penalty: 4316.527832
	Iteration 20F: 3 clusters Score -762141.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -762190.562500 Penalty: 4316.527832
	Iteration 21Q: 3 clusters Score -762190.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -762249.500000 Penalty: 4316.527832
	Iteration 22Q: 3 clusters Score -762249.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -762293.937500 Penalty: 4316.527832
	Iteration 23Q: 3 clusters Score -762293.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -762337.437500 Penalty: 4316.527832
	Iteration 24Q: 3 clusters Score -762337.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -762378.937500 Penalty: 4316.527832
	Iteration 25Q: 3 clusters Score -762378.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -762416.875000 Penalty: 4316.527832
	Iteration 26Q: 3 clusters Score -762416.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -762460.562500 Penalty: 4316.527832
	Iteration 27Q: 3 clusters Score -762460.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -762494.500000 Penalty: 4316.527832
	Iteration 28Q: 3 clusters Score -762494.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -762530.937500 Penalty: 4316.527832
	Iteration 29Q: 3 clusters Score -762530.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -762571.437500 Penalty: 4316.527832
	Iteration 30Q: 3 clusters Score -762571.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -762600.687500 Penalty: 4316.527832
	Iteration 31Q: 3 clusters Score -762600.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -762626.937500 Penalty: 4316.527832
	Iteration 32Q: 3 clusters Score -762626.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -762650.062500 Penalty: 4316.527832
	Iteration 33Q: 3 clusters Score -762650.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -762668.437500 Penalty: 4316.527832
	Iteration 34Q: 3 clusters Score -762668.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -762687.875000 Penalty: 4316.527832
	Iteration 35Q: 3 clusters Score -762687.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -762700.500000 Penalty: 4316.527832
	Iteration 36Q: 3 clusters Score -762700.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -762714.812500 Penalty: 4316.527832
	Iteration 37Q: 3 clusters Score -762714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -762724.562500 Penalty: 4316.527832
	Iteration 38Q: 3 clusters Score -762724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -762728.187500 Penalty: 4316.527832
	Iteration 39Q: 3 clusters Score -762728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -762735.312500 Penalty: 4316.527832
	Iteration 40F: 3 clusters Score -762735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -762739.687500 Penalty: 4316.527832
	Iteration 41Q: 3 clusters Score -762739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -762742.687500 Penalty: 4316.527832
	Iteration 42Q: 3 clusters Score -762742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -762743.375000 Penalty: 4316.527832
	Iteration 43Q: 3 clusters Score -762743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -762745.187500 Penalty: 4316.527832
	Iteration 44Q: 3 clusters Score -762745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -762745.187500 Penalty: 4316.527832
	Iteration 45F: 3 clusters Score -762745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -384488.031250 Penalty: 2005.734863
	Iteration 0F: 2 clusters Score -384488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -381068.781250 Penalty: 4011.469727
	Iteration 0F: 3 clusters Score -381068.8 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -381814.781250 Penalty: 4011.469727
	Iteration 1F: 3 clusters Score -381814.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -381952.875000 Penalty: 4011.469727
	Iteration 2F: 3 clusters Score -381952.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -382021.281250 Penalty: 4011.469727
	Iteration 3Q: 3 clusters Score -382021.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -382063.843750 Penalty: 4011.469727
	Iteration 4Q: 3 clusters Score -382063.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -382092.187500 Penalty: 4011.469727
	Iteration 5Q: 3 clusters Score -382092.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -382115.968750 Penalty: 4011.469727
	Iteration 6Q: 3 clusters Score -382116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -382131.781250 Penalty: 4011.469727
	Iteration 7Q: 3 clusters Score -382131.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -382148.781250 Penalty: 4011.469727
	Iteration 8Q: 3 clusters Score -382148.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -382168.968750 Penalty: 4011.469727
	Iteration 9Q: 3 clusters Score -382169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -382192.250000 Penalty: 4011.469727
	Iteration 10Q: 3 clusters Score -382192.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -382221.562500 Penalty: 4011.469727
	Iteration 11Q: 3 clusters Score -382221.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -382258.968750 Penalty: 4011.469727
	Iteration 12Q: 3 clusters Score -382259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -382280.343750 Penalty: 4011.469727
	Iteration 13Q: 3 clusters Score -382280.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -382294.750000 Penalty: 4011.469727
	Iteration 14Q: 3 clusters Score -382294.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -382312.468750 Penalty: 4011.469727
	Iteration 15Q: 3 clusters Score -382312.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -382333.937500 Penalty: 4011.469727
	Iteration 16Q: 3 clusters Score -382333.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -382350.312500 Penalty: 4011.469727
	Iteration 17Q: 3 clusters Score -382350.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -382365.437500 Penalty: 4011.469727
	Iteration 18Q: 3 clusters Score -382365.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -382382.750000 Penalty: 4011.469727
	Iteration 19Q: 3 clusters Score -382382.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -382394.031250 Penalty: 4011.469727
	Iteration 20F: 3 clusters Score -382394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -382406.656250 Penalty: 4011.469727
	Iteration 21Q: 3 clusters Score -382406.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -382421.625000 Penalty: 4011.469727
	Iteration 22Q: 3 clusters Score -382421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -382431.125000 Penalty: 4011.469727
	Iteration 23Q: 3 clusters Score -382431.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -382442.281250 Penalty: 4011.469727
	Iteration 24Q: 3 clusters Score -382442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -382453.187500 Penalty: 4011.469727
	Iteration 25Q: 3 clusters Score -382453.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -382468.250000 Penalty: 4011.469727
	Iteration 26Q: 3 clusters Score -382468.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -382480.468750 Penalty: 4011.469727
	Iteration 27Q: 3 clusters Score -382480.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -382495.281250 Penalty: 4011.469727
	Iteration 28Q: 3 clusters Score -382495.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -382507.937500 Penalty: 4011.469727
	Iteration 29Q: 3 clusters Score -382507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -382518.125000 Penalty: 4011.469727
	Iteration 30Q: 3 clusters Score -382518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -382527.812500 Penalty: 4011.469727
	Iteration 31Q: 3 clusters Score -382527.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -382537.468750 Penalty: 4011.469727
	Iteration 32Q: 3 clusters Score -382537.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -382546.687500 Penalty: 4011.469727
	Iteration 33Q: 3 clusters Score -382546.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -382554.468750 Penalty: 4011.469727
	Iteration 34Q: 3 clusters Score -382554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -382562.718750 Penalty: 4011.469727
	Iteration 35Q: 3 clusters Score -382562.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -382574.468750 Penalty: 4011.469727
	Iteration 36Q: 3 clusters Score -382574.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -382583.187500 Penalty: 4011.469727
	Iteration 37Q: 3 clusters Score -382583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -382586.875000 Penalty: 4011.469727
	Iteration 38Q: 3 clusters Score -382586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382590.218750 Penalty: 4011.469727
	Iteration 39Q: 3 clusters Score -382590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -382592.375000 Penalty: 4011.469727
	Iteration 40F: 3 clusters Score -382592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -382596.093750 Penalty: 4011.469727
	Iteration 41Q: 3 clusters Score -382596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -382597.375000 Penalty: 4011.469727
	Iteration 42Q: 3 clusters Score -382597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382598.468750 Penalty: 4011.469727
	Iteration 43Q: 3 clusters Score -382598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382599.000000 Penalty: 4011.469727
	Iteration 44Q: 3 clusters Score -382599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382599.875000 Penalty: 4011.469727
	Iteration 45Q: 3 clusters Score -382599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382601.750000 Penalty: 4011.469727
	Iteration 46Q: 3 clusters Score -382601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382602.406250 Penalty: 4011.469727
	Iteration 47Q: 3 clusters Score -382602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382602.843750 Penalty: 4011.469727
	Iteration 48Q: 3 clusters Score -382602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -382603.843750 Penalty: 4011.469727
	Iteration 49Q: 3 clusters Score -382603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -382604.312500 Penalty: 4011.469727
	Iteration 50Q: 3 clusters Score -382604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -382604.312500 Penalty: 4011.469727
	Iteration 51F: 3 clusters Score -382604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -110258.148438 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -110258.1 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 499 members 
Entering Unmasked Estep 
Score: -108452.070312 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -108452.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108867.296875 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -108867.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109081.367188 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -109081.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109208.898438 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -109208.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109283.507812 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -109283.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109343.421875 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -109343.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109377.843750 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -109377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109410.937500 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -109410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109427.585938 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -109427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109435.328125 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -109435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109438.007812 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -109438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109438.734375 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -109438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109441.296875 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -109441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109442.531250 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -109442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109442.828125 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -109442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109442.828125 Penalty: 3398.712158
	Iteration 15F: 3 clusters Score -109442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -213875.968750 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -213876 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 829 members 
Entering Unmasked Estep 
Score: -211420.031250 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -211420 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -211840.828125 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -211840.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211972.656250 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -211972.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -212036.937500 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -212036.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -212078.953125 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -212079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -212110.265625 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -212110.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -212134.656250 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -212134.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -212154.187500 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -212154.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -212171.781250 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -212171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -212187.062500 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -212187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -212194.906250 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -212194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -212199.906250 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -212199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212202.187500 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -212202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212202.937500 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -212202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212203.390625 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -212203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212203.390625 Penalty: 3698.114990
	Iteration 15F: 3 clusters Score -212203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Entering Unmasked Estep 
Score: -5372936.500000 Penalty: 2646.148926
	Iteration 0F: 2 clusters Score -5372936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5343894.000000 Penalty: 5292.297852
	Iteration 0F: 3 clusters Score -5343894 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5354596.000000 Penalty: 5292.297852
	Iteration 1F: 3 clusters Score -5354596 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5355007.000000 Penalty: 5292.297852
	Iteration 2Q: 3 clusters Score -5355007 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5355428.500000 Penalty: 5292.297852
	Iteration 3Q: 3 clusters Score -5355428 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5355732.000000 Penalty: 5292.297852
	Iteration 4Q: 3 clusters Score -5355732 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5356143.500000 Penalty: 5292.297852
	Iteration 5Q: 3 clusters Score -5356144 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5356595.500000 Penalty: 5292.297852
	Iteration 6Q: 3 clusters Score -5356596 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -5357237.500000 Penalty: 5292.297852
	Iteration 7Q: 3 clusters Score -5357238 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -5358177.500000 Penalty: 5292.297852
	Iteration 8Q: 3 clusters Score -5358178 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5359571.000000 Penalty: 5292.297852
	Iteration 9Q: 3 clusters Score -5359571 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5361508.000000 Penalty: 5292.297852
	Iteration 10F: 3 clusters Score -5361508 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5363716.000000 Penalty: 5292.297852
	Iteration 11F: 3 clusters Score -5363716 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -5365571.500000 Penalty: 5292.297852
	Iteration 12Q: 3 clusters Score -5365572 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -5367004.000000 Penalty: 5292.297852
	Iteration 13Q: 3 clusters Score -5367004 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5367997.000000 Penalty: 5292.297852
	Iteration 14Q: 3 clusters Score -5367997 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -5368671.500000 Penalty: 5292.297852
	Iteration 15Q: 3 clusters Score -5368672 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5369158.500000 Penalty: 5292.297852
	Iteration 16Q: 3 clusters Score -5369158 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5369514.000000 Penalty: 5292.297852
	Iteration 17Q: 3 clusters Score -5369514 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -5369777.000000 Penalty: 5292.297852
	Iteration 18Q: 3 clusters Score -5369777 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5369991.500000 Penalty: 5292.297852
	Iteration 19Q: 3 clusters Score -5369992 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5370167.000000 Penalty: 5292.297852
	Iteration 20F: 3 clusters Score -5370167 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5370267.000000 Penalty: 5292.297852
	Iteration 21Q: 3 clusters Score -5370267 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5370365.500000 Penalty: 5292.297852
	Iteration 22Q: 3 clusters Score -5370366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5370430.000000 Penalty: 5292.297852
	Iteration 23Q: 3 clusters Score -5370430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5370459.000000 Penalty: 5292.297852
	Iteration 24Q: 3 clusters Score -5370459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5370489.000000 Penalty: 5292.297852
	Iteration 25Q: 3 clusters Score -5370489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5370504.000000 Penalty: 5292.297852
	Iteration 26Q: 3 clusters Score -5370504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5370519.500000 Penalty: 5292.297852
	Iteration 27Q: 3 clusters Score -5370520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -5370521.500000 Penalty: 5292.297852
	Iteration 28Q: 3 clusters Score -5370522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5370531.000000 Penalty: 5292.297852
	Iteration 29Q: 3 clusters Score -5370531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5370541.500000 Penalty: 5292.297852
	Iteration 30Q: 3 clusters Score -5370542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5370550.000000 Penalty: 5292.297852
	Iteration 31Q: 3 clusters Score -5370550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -5370564.000000 Penalty: 5292.297852
	Iteration 32Q: 3 clusters Score -5370564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5370572.000000 Penalty: 5292.297852
	Iteration 33Q: 3 clusters Score -5370572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5370575.000000 Penalty: 5292.297852
	Iteration 34Q: 3 clusters Score -5370575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5370581.000000 Penalty: 5292.297852
	Iteration 35Q: 3 clusters Score -5370581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -5370586.500000 Penalty: 5292.297852
	Iteration 36Q: 3 clusters Score -5370586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5370588.000000 Penalty: 5292.297852
	Iteration 37Q: 3 clusters Score -5370588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5370589.500000 Penalty: 5292.297852
	Iteration 38Q: 3 clusters Score -5370590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5370598.500000 Penalty: 5292.297852
	Iteration 39Q: 3 clusters Score -5370598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -5370613.500000 Penalty: 5292.297852
	Iteration 40F: 3 clusters Score -5370614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5370616.000000 Penalty: 5292.297852
	Iteration 41Q: 3 clusters Score -5370616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5370619.000000 Penalty: 5292.297852
	Iteration 42Q: 3 clusters Score -5370619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5370621.500000 Penalty: 5292.297852
	Iteration 43Q: 3 clusters Score -5370622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5370622.500000 Penalty: 5292.297852
	Iteration 44Q: 3 clusters Score -5370622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -5370624.000000 Penalty: 5292.297852
	Iteration 45Q: 3 clusters Score -5370624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5370630.500000 Penalty: 5292.297852
	Iteration 46Q: 3 clusters Score -5370630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5370629.000000 Penalty: 5292.297852
	Iteration 47Q: 3 clusters Score -5370629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -5370633.000000 Penalty: 5292.297852
	Iteration 48Q: 3 clusters Score -5370633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5370631.500000 Penalty: 5292.297852
	Iteration 49Q: 3 clusters Score -5370632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5370637.500000 Penalty: 5292.297852
	Iteration 50Q: 3 clusters Score -5370638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5370636.500000 Penalty: 5292.297852
	Iteration 51Q: 3 clusters Score -5370636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5370639.500000 Penalty: 5292.297852
	Iteration 52Q: 3 clusters Score -5370640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5370642.500000 Penalty: 5292.297852
	Iteration 53Q: 3 clusters Score -5370642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5370641.000000 Penalty: 5292.297852
	Iteration 54Q: 3 clusters Score -5370641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5370638.500000 Penalty: 5292.297852
	Iteration 55Q: 3 clusters Score -5370638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5370651.500000 Penalty: 5292.297852
	Iteration 56Q: 3 clusters Score -5370652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5370654.000000 Penalty: 5292.297852
	Iteration 57Q: 3 clusters Score -5370654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5370648.000000 Penalty: 5292.297852
	Iteration 58Q: 3 clusters Score -5370648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5370647.500000 Penalty: 5292.297852
	Iteration 59Q: 3 clusters Score -5370648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5370650.000000 Penalty: 5292.297852
	Iteration 60F: 3 clusters Score -5370650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5370651.500000 Penalty: 5292.297852
	Iteration 61Q: 3 clusters Score -5370652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5370658.000000 Penalty: 5292.297852
	Iteration 62Q: 3 clusters Score -5370658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -5370660.500000 Penalty: 5292.297852
	Iteration 63Q: 3 clusters Score -5370660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5370660.500000 Penalty: 5292.297852
	Iteration 64Q: 3 clusters Score -5370660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5370663.500000 Penalty: 5292.297852
	Iteration 65Q: 3 clusters Score -5370664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5370666.000000 Penalty: 5292.297852
	Iteration 66Q: 3 clusters Score -5370666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -5370664.000000 Penalty: 5292.297852
	Iteration 67Q: 3 clusters Score -5370664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5370662.500000 Penalty: 5292.297852
	Iteration 68Q: 3 clusters Score -5370662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5370667.000000 Penalty: 5292.297852
	Iteration 69Q: 3 clusters Score -5370667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5370671.000000 Penalty: 5292.297852
	Iteration 70Q: 3 clusters Score -5370671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5370663.000000 Penalty: 5292.297852
	Iteration 71Q: 3 clusters Score -5370663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5370666.000000 Penalty: 5292.297852
	Iteration 72Q: 3 clusters Score -5370666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5370666.000000 Penalty: 5292.297852
	Iteration 73F: 3 clusters Score -5370666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -200499.703125 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -200499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198064.125000 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -198064.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198707.703125 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -198707.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -198926.765625 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -198926.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199084.781250 Penalty: 3698.401611
	Iteration 3F: 3 clusters Score -199084.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -199192.203125 Penalty: 3698.401611
	Iteration 4Q: 3 clusters Score -199192.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -199257.593750 Penalty: 3698.401611
	Iteration 5Q: 3 clusters Score -199257.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -199301.140625 Penalty: 3698.401611
	Iteration 6Q: 3 clusters Score -199301.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -199326.625000 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -199326.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -199341.515625 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -199341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -199351.515625 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -199351.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -199363.312500 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -199363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -199368.203125 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -199368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -199378.156250 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -199378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -199384.843750 Penalty: 3698.401611
	Iteration 13Q: 3 clusters Score -199384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -199390.046875 Penalty: 3698.401611
	Iteration 14Q: 3 clusters Score -199390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199392.296875 Penalty: 3698.401611
	Iteration 15Q: 3 clusters Score -199392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -199393.484375 Penalty: 3698.401611
	Iteration 16Q: 3 clusters Score -199393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -199397.562500 Penalty: 3698.401611
	Iteration 17Q: 3 clusters Score -199397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -199398.546875 Penalty: 3698.401611
	Iteration 18Q: 3 clusters Score -199398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -199399.875000 Penalty: 3698.401611
	Iteration 19Q: 3 clusters Score -199399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -199401.796875 Penalty: 3698.401611
	Iteration 20F: 3 clusters Score -199401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -199403.515625 Penalty: 3698.401611
	Iteration 21Q: 3 clusters Score -199403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -199406.187500 Penalty: 3698.401611
	Iteration 22Q: 3 clusters Score -199406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -199408.531250 Penalty: 3698.401611
	Iteration 23Q: 3 clusters Score -199408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -199411.093750 Penalty: 3698.401611
	Iteration 24Q: 3 clusters Score -199411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -199413.031250 Penalty: 3698.401611
	Iteration 25Q: 3 clusters Score -199413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -199414.062500 Penalty: 3698.401611
	Iteration 26Q: 3 clusters Score -199414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -199415.312500 Penalty: 3698.401611
	Iteration 27Q: 3 clusters Score -199415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -199415.953125 Penalty: 3698.401611
	Iteration 28Q: 3 clusters Score -199416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -199415.953125 Penalty: 3698.401611
	Iteration 29F: 3 clusters Score -199416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -152820.140625 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -152820.1 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 606 members 
Entering Unmasked Estep 
Score: -150665.109375 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -150665.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -150982.062500 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -150982.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151097.562500 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -151097.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -151154.375000 Penalty: 3546.358643
	Iteration 3Q: 3 clusters Score -151154.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -151177.578125 Penalty: 3546.358643
	Iteration 4Q: 3 clusters Score -151177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -151196.937500 Penalty: 3546.358643
	Iteration 5Q: 3 clusters Score -151196.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151213.875000 Penalty: 3546.358643
	Iteration 6Q: 3 clusters Score -151213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151222.937500 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -151222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151228.515625 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -151228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151231.484375 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -151231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151232.328125 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -151232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -151233.140625 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -151233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151234.281250 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -151234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151234.281250 Penalty: 3546.358643
	Iteration 13F: 3 clusters Score -151234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -1059192.000000 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -1059192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1052607.875000 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -1052608 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1054462.500000 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -1054462 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1054733.125000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -1054733 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1054911.750000 Penalty: 4480.903809
	Iteration 3Q: 3 clusters Score -1054912 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1055073.000000 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -1055073 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1055222.875000 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -1055223 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1055376.875000 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -1055377 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1055576.500000 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -1055576 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1055820.625000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -1055821 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1056108.125000 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -1056108 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1056385.000000 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -1056385 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1056657.500000 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -1056658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1056914.500000 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -1056914 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1057110.875000 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -1057111 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1057237.375000 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -1057237 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1057337.250000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -1057337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1057422.750000 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -1057423 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1057475.875000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -1057476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1057503.500000 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -1057504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1057526.125000 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -1057526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1057548.125000 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -1057548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1057565.375000 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -1057565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1057573.125000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -1057573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1057579.875000 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -1057580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1057588.750000 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -1057589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1057595.125000 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -1057595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1057598.125000 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -1057598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1057599.750000 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -1057600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1057604.250000 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -1057604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1057605.875000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -1057606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1057612.625000 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -1057613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1057621.250000 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -1057621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1057622.500000 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -1057622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1057624.375000 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -1057624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1057625.625000 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -1057626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1057625.750000 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -1057626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1057625.625000 Penalty: 4480.903809
	Iteration 36Q: 3 clusters Score -1057626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1057626.000000 Penalty: 4480.903809
	Iteration 37Q: 3 clusters Score -1057626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1057627.625000 Penalty: 4480.903809
	Iteration 38Q: 3 clusters Score -1057628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1057628.625000 Penalty: 4480.903809
	Iteration 39Q: 3 clusters Score -1057629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1057627.375000 Penalty: 4480.903809
	Iteration 40F: 3 clusters Score -1057627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1057629.875000 Penalty: 4480.903809
	Iteration 41Q: 3 clusters Score -1057630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1057632.750000 Penalty: 4480.903809
	Iteration 42Q: 3 clusters Score -1057633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1057633.750000 Penalty: 4480.903809
	Iteration 43Q: 3 clusters Score -1057634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1057633.500000 Penalty: 4480.903809
	Iteration 44Q: 3 clusters Score -1057634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1057637.375000 Penalty: 4480.903809
	Iteration 45Q: 3 clusters Score -1057637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1057637.375000 Penalty: 4480.903809
	Iteration 46Q: 3 clusters Score -1057637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1057638.625000 Penalty: 4480.903809
	Iteration 47Q: 3 clusters Score -1057639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1057639.000000 Penalty: 4480.903809
	Iteration 48Q: 3 clusters Score -1057639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1057639.000000 Penalty: 4480.903809
	Iteration 49Q: 3 clusters Score -1057639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1057642.375000 Penalty: 4480.903809
	Iteration 50Q: 3 clusters Score -1057642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1057643.000000 Penalty: 4480.903809
	Iteration 51Q: 3 clusters Score -1057643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1057643.000000 Penalty: 4480.903809
	Iteration 52F: 3 clusters Score -1057643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Entering Unmasked Estep 
Score: -6480206.500000 Penalty: 2699.662109
	Iteration 0F: 2 clusters Score -6480206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6444098.000000 Penalty: 5399.324219
	Iteration 0F: 3 clusters Score -6444098 nChanged 24849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -6457843.500000 Penalty: 5399.324219
	Iteration 1F: 3 clusters Score -6457844 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -6458344.500000 Penalty: 5399.324219
	Iteration 2Q: 3 clusters Score -6458344 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -6458780.000000 Penalty: 5399.324219
	Iteration 3Q: 3 clusters Score -6458780 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -6459241.500000 Penalty: 5399.324219
	Iteration 4Q: 3 clusters Score -6459242 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6459705.000000 Penalty: 5399.324219
	Iteration 5Q: 3 clusters Score -6459705 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6460324.500000 Penalty: 5399.324219
	Iteration 6Q: 3 clusters Score -6460324 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6461008.000000 Penalty: 5399.324219
	Iteration 7Q: 3 clusters Score -6461008 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6461930.500000 Penalty: 5399.324219
	Iteration 8Q: 3 clusters Score -6461930 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -6463170.500000 Penalty: 5399.324219
	Iteration 9Q: 3 clusters Score -6463170 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6464707.000000 Penalty: 5399.324219
	Iteration 10Q: 3 clusters Score -6464707 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6466592.000000 Penalty: 5399.324219
	Iteration 11F: 3 clusters Score -6466592 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -6468345.500000 Penalty: 5399.324219
	Iteration 12F: 3 clusters Score -6468346 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -6469904.500000 Penalty: 5399.324219
	Iteration 13Q: 3 clusters Score -6469904 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6471060.000000 Penalty: 5399.324219
	Iteration 14Q: 3 clusters Score -6471060 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6471908.500000 Penalty: 5399.324219
	Iteration 15Q: 3 clusters Score -6471908 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -6472521.500000 Penalty: 5399.324219
	Iteration 16Q: 3 clusters Score -6472522 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -6473142.500000 Penalty: 5399.324219
	Iteration 17Q: 3 clusters Score -6473142 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -6473659.000000 Penalty: 5399.324219
	Iteration 18Q: 3 clusters Score -6473659 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -6474127.000000 Penalty: 5399.324219
	Iteration 19Q: 3 clusters Score -6474127 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -6474526.000000 Penalty: 5399.324219
	Iteration 20F: 3 clusters Score -6474526 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -6474871.500000 Penalty: 5399.324219
	Iteration 21Q: 3 clusters Score -6474872 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6475198.500000 Penalty: 5399.324219
	Iteration 22Q: 3 clusters Score -6475198 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -6475512.500000 Penalty: 5399.324219
	Iteration 23Q: 3 clusters Score -6475512 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -6475744.000000 Penalty: 5399.324219
	Iteration 24Q: 3 clusters Score -6475744 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -6475985.500000 Penalty: 5399.324219
	Iteration 25Q: 3 clusters Score -6475986 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -6476212.500000 Penalty: 5399.324219
	Iteration 26Q: 3 clusters Score -6476212 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6476367 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6476550 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6476660 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6476808 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6476947 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6477066 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6477171.500000 Penalty: 5399.324219
	Iteration 33Q: 3 clusters Score -6477172 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6477256 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6477328 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6477390.500000 Penalty: 5399.324219
	Iteration 36Q: 3 clusters Score -6477390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6477473 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6477565.500000 Penalty: 5399.324219
	Iteration 38Q: 3 clusters Score -6477566 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -6477638.500000 Penalty: 5399.324219
	Iteration 39Q: 3 clusters Score -6477638 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -6477670.000000 Penalty: 5399.324219
	Iteration 40F: 3 clusters Score -6477670 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6477706.500000 Penalty: 5399.324219
	Iteration 41Q: 3 clusters Score -6477706 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6477755.500000 Penalty: 5399.324219
	Iteration 42Q: 3 clusters Score -6477756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6477799.500000 Penalty: 5399.324219
	Iteration 43Q: 3 clusters Score -6477800 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -6477853.500000 Penalty: 5399.324219
	Iteration 44Q: 3 clusters Score -6477854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6477885.500000 Penalty: 5399.324219
	Iteration 45Q: 3 clusters Score -6477886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -6477910.000000 Penalty: 5399.324219
	Iteration 46Q: 3 clusters Score -6477910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6477939.500000 Penalty: 5399.324219
	Iteration 47Q: 3 clusters Score -6477940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -6477945.000000 Penalty: 5399.324219
	Iteration 48Q: 3 clusters Score -6477945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -6477980.500000 Penalty: 5399.324219
	Iteration 49Q: 3 clusters Score -6477980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6477976.500000 Penalty: 5399.324219
	Iteration 50Q: 3 clusters Score -6477976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -6478001.000000 Penalty: 5399.324219
	Iteration 51Q: 3 clusters Score -6478001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -6478007.500000 Penalty: 5399.324219
	Iteration 52Q: 3 clusters Score -6478008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -6478014.500000 Penalty: 5399.324219
	Iteration 53Q: 3 clusters Score -6478014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6478019.000000 Penalty: 5399.324219
	Iteration 54Q: 3 clusters Score -6478019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6478036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6478049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6478046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6478055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6478056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6478074.500000 Penalty: 5399.324219
	Iteration 60F: 3 clusters Score -6478074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6478076.000000 Penalty: 5399.324219
	Iteration 61Q: 3 clusters Score -6478076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -6478084.500000 Penalty: 5399.324219
	Iteration 62Q: 3 clusters Score -6478084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6478090.000000 Penalty: 5399.324219
	Iteration 63Q: 3 clusters Score -6478090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -6478091.500000 Penalty: 5399.324219
	Iteration 64Q: 3 clusters Score -6478092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -6478106.000000 Penalty: 5399.324219
	Iteration 65Q: 3 clusters Score -6478106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6478109.500000 Penalty: 5399.324219
	Iteration 66Q: 3 clusters Score -6478110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -6478103.000000 Penalty: 5399.324219
	Iteration 67Q: 3 clusters Score -6478103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -6478112.000000 Penalty: 5399.324219
	Iteration 68Q: 3 clusters Score -6478112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -6478119.500000 Penalty: 5399.324219
	Iteration 69Q: 3 clusters Score -6478120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -6478118.000000 Penalty: 5399.324219
	Iteration 70Q: 3 clusters Score -6478118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -6478125.000000 Penalty: 5399.324219
	Iteration 71Q: 3 clusters Score -6478125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -6478139.500000 Penalty: 5399.324219
	Iteration 72Q: 3 clusters Score -6478140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6478125.000000 Penalty: 5399.324219
	Iteration 73Q: 3 clusters Score -6478125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6478132.000000 Penalty: 5399.324219
	Iteration 74Q: 3 clusters Score -6478132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -6478128.000000 Penalty: 5399.324219
	Iteration 75Q: 3 clusters Score -6478128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6478128.500000 Penalty: 5399.324219
	Iteration 76Q: 3 clusters Score -6478128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -6478119.500000 Penalty: 5399.324219
	Iteration 77Q: 3 clusters Score -6478120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6478132.000000 Penalty: 5399.324219
	Iteration 78Q: 3 clusters Score -6478132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -6478131.000000 Penalty: 5399.324219
	Iteration 79Q: 3 clusters Score -6478131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6478133.500000 Penalty: 5399.324219
	Iteration 80F: 3 clusters Score -6478134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -6478135.500000 Penalty: 5399.324219
	Iteration 81Q: 3 clusters Score -6478136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6478132.500000 Penalty: 5399.324219
	Iteration 82Q: 3 clusters Score -6478132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -6478138.500000 Penalty: 5399.324219
	Iteration 83Q: 3 clusters Score -6478138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6478127.500000 Penalty: 5399.324219
	Iteration 84Q: 3 clusters Score -6478128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6478139.500000 Penalty: 5399.324219
	Iteration 85Q: 3 clusters Score -6478140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6478139.000000 Penalty: 5399.324219
	Iteration 86Q: 3 clusters Score -6478139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6478140.000000 Penalty: 5399.324219
	Iteration 87Q: 3 clusters Score -6478140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6478140.000000 Penalty: 5399.324219
	Iteration 88Q: 3 clusters Score -6478140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -6478139.000000 Penalty: 5399.324219
	Iteration 89Q: 3 clusters Score -6478139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6478140.500000 Penalty: 5399.324219
	Iteration 90Q: 3 clusters Score -6478140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -6478144.500000 Penalty: 5399.324219
	Iteration 91Q: 3 clusters Score -6478144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -6478152.000000 Penalty: 5399.324219
	Iteration 92Q: 3 clusters Score -6478152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -6478150.500000 Penalty: 5399.324219
	Iteration 93Q: 3 clusters Score -6478150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6478150.000000 Penalty: 5399.324219
	Iteration 94Q: 3 clusters Score -6478150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6478144.000000 Penalty: 5399.324219
	Iteration 95Q: 3 clusters Score -6478144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6478143.500000 Penalty: 5399.324219
	Iteration 96Q: 3 clusters Score -6478144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -6478145.000000 Penalty: 5399.324219
	Iteration 97Q: 3 clusters Score -6478145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6478149.000000 Penalty: 5399.324219
	Iteration 98Q: 3 clusters Score -6478149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6478154.500000 Penalty: 5399.324219
	Iteration 99Q: 3 clusters Score -6478154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6478157.500000 Penalty: 5399.324219
	Iteration 100F: 3 clusters Score -6478158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6478164.500000 Penalty: 5399.324219
	Iteration 101Q: 3 clusters Score -6478164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -6478159.500000 Penalty: 5399.324219
	Iteration 102Q: 3 clusters Score -6478160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -6478157.000000 Penalty: 5399.324219
	Iteration 103Q: 3 clusters Score -6478157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6478156.500000 Penalty: 5399.324219
	Iteration 104Q: 3 clusters Score -6478156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -6478159.000000 Penalty: 5399.324219
	Iteration 105Q: 3 clusters Score -6478159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -6478163.500000 Penalty: 5399.324219
	Iteration 106Q: 3 clusters Score -6478164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -6478162.500000 Penalty: 5399.324219
	Iteration 107Q: 3 clusters Score -6478162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6478161.500000 Penalty: 5399.324219
	Iteration 108Q: 3 clusters Score -6478162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6478161.500000 Penalty: 5399.324219
	Iteration 109F: 3 clusters Score -6478162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (210358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 210358 members 
Entering Unmasked Estep 
Score: -26350642.000000 Penalty: 3039.628418
	Iteration 0F: 2 clusters Score -2.635064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -26222572.000000 Penalty: 6079.256836
	Iteration 0F: 3 clusters Score -2.622257e+07 nChanged 100911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -26281684.000000 Penalty: 6079.256836
	Iteration 1F: 3 clusters Score -2.628168e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 120556 members 
Entering Unmasked Estep 
Score: -26283406.000000 Penalty: 6079.256836
	Iteration 2Q: 3 clusters Score -2.628341e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 129070 members 
Entering Unmasked Estep 
Score: -26287040.000000 Penalty: 6079.256836
	Iteration 3Q: 3 clusters Score -2.628704e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 142032 members 
Entering Unmasked Estep 
Score: -26294484.000000 Penalty: 6079.256836
	Iteration 4F: 3 clusters Score -2.629448e+07 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -26308550.000000 Penalty: 6079.256836
	Iteration 5F: 3 clusters Score -2.630855e+07 nChanged 21638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 181957 members 
Entering Unmasked Estep 
Score: -26325870.000000 Penalty: 6079.256836
	Iteration 6F: 3 clusters Score -2.632587e+07 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 199208 members 
Entering Unmasked Estep 
Score: -26339296.000000 Penalty: 6079.256836
	Iteration 7F: 3 clusters Score -2.63393e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 207188 members 
Entering Unmasked Estep 
Score: -26345198.000000 Penalty: 6079.256836
	Iteration 8Q: 3 clusters Score -2.63452e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 209514 members 
Entering Unmasked Estep 
Score: -26347148.000000 Penalty: 6079.256836
	Iteration 9Q: 3 clusters Score -2.634715e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210034 members 
Entering Unmasked Estep 
Score: -26347660.000000 Penalty: 6079.256836
	Iteration 10Q: 3 clusters Score -2.634766e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210125 members 
Entering Unmasked Estep 
Score: -26347816.000000 Penalty: 6079.256836
	Iteration 11Q: 3 clusters Score -2.634782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 210162 members 
Entering Unmasked Estep 
Score: -26347890.000000 Penalty: 6079.256836
	Iteration 12Q: 3 clusters Score -2.634789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210173 members 
Entering Unmasked Estep 
Score: -26347924.000000 Penalty: 6079.256836
	Iteration 13Q: 3 clusters Score -2.634792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210179 members 
Entering Unmasked Estep 
Score: -26347926.000000 Penalty: 6079.256836
	Iteration 14Q: 3 clusters Score -2.634793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210179 members 
Entering Unmasked Estep 
Score: -26347922.000000 Penalty: 6079.256836
	Iteration 15Q: 3 clusters Score -2.634792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -26347922.000000 Penalty: 6079.256836
	Iteration 16Q: 3 clusters Score -2.634792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -26347922.000000 Penalty: 6079.256836
	Iteration 17F: 3 clusters Score -2.634792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 290 members 
Entering Unmasked Estep 
Score: -64536.230469 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64536.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64753.371094 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64753.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64809.730469 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -64809.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64844.648438 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64844.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64855.957031 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64855.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64864.664062 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64864.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64870.898438 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64873.265625 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64873.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64873.265625 Penalty: 3120.618408
	Iteration 8F: 3 clusters Score -64873.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104343.132812 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104343.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104708.828125 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104708.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104938.078125 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -104938.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105073.382812 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105073.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105190.585938 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -105190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105281.679688 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -105281.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105350.468750 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -105350.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105401.078125 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -105401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105421.468750 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -105421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105436.484375 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -105436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105444.046875 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -105444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105450.765625 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -105450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105456.789062 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -105456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105469.007812 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -105469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105483.320312 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -105483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105495.156250 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -105495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105505.648438 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -105505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105508.195312 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -105508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105511.898438 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -105511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105513.804688 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -105513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105515.468750 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -105515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105516.906250 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -105516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105520.554688 Penalty: 3421.762451
	Iteration 22Q: 3 clusters Score -105520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105525.015625 Penalty: 3421.762451
	Iteration 23Q: 3 clusters Score -105525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105533.070312 Penalty: 3421.762451
	Iteration 24Q: 3 clusters Score -105533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105539.406250 Penalty: 3421.762451
	Iteration 25Q: 3 clusters Score -105539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105548.187500 Penalty: 3421.762451
	Iteration 26Q: 3 clusters Score -105548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105552.851562 Penalty: 3421.762451
	Iteration 27Q: 3 clusters Score -105552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105557.390625 Penalty: 3421.762451
	Iteration 28Q: 3 clusters Score -105557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105572.906250 Penalty: 3421.762451
	Iteration 29Q: 3 clusters Score -105572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105602.367188 Penalty: 3421.762451
	Iteration 30Q: 3 clusters Score -105602.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105656.453125 Penalty: 3421.762451
	Iteration 31Q: 3 clusters Score -105656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105684.164062 Penalty: 3421.762451
	Iteration 32Q: 3 clusters Score -105684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105699.007812 Penalty: 3421.762451
	Iteration 33Q: 3 clusters Score -105699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105709.015625 Penalty: 3421.762451
	Iteration 34Q: 3 clusters Score -105709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105710.000000 Penalty: 3421.762451
	Iteration 35Q: 3 clusters Score -105710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105710.000000 Penalty: 3421.762451
	Iteration 36F: 3 clusters Score -105710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Entering Unmasked Estep 
Score: -1828745.500000 Penalty: 2374.768066
	Iteration 0F: 2 clusters Score -1828746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1818246.125000 Penalty: 4749.536133
	Iteration 0F: 3 clusters Score -1818246 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1821403.625000 Penalty: 4749.536133
	Iteration 1F: 3 clusters Score -1821404 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1821723.625000 Penalty: 4749.536133
	Iteration 2F: 3 clusters Score -1821724 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1821964.000000 Penalty: 4749.536133
	Iteration 3Q: 3 clusters Score -1821964 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1822120.000000 Penalty: 4749.536133
	Iteration 4Q: 3 clusters Score -1822120 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1822241.375000 Penalty: 4749.536133
	Iteration 5Q: 3 clusters Score -1822241 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1822365.375000 Penalty: 4749.536133
	Iteration 6Q: 3 clusters Score -1822365 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1822493.250000 Penalty: 4749.536133
	Iteration 7Q: 3 clusters Score -1822493 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1822614.750000 Penalty: 4749.536133
	Iteration 8Q: 3 clusters Score -1822615 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1822775.500000 Penalty: 4749.536133
	Iteration 9Q: 3 clusters Score -1822776 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1822950.375000 Penalty: 4749.536133
	Iteration 10Q: 3 clusters Score -1822950 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1823153.000000 Penalty: 4749.536133
	Iteration 11Q: 3 clusters Score -1823153 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1823419.500000 Penalty: 4749.536133
	Iteration 12Q: 3 clusters Score -1823420 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1823735.125000 Penalty: 4749.536133
	Iteration 13Q: 3 clusters Score -1823735 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1824129.000000 Penalty: 4749.536133
	Iteration 14Q: 3 clusters Score -1824129 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1824582.250000 Penalty: 4749.536133
	Iteration 15Q: 3 clusters Score -1824582 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1825033.625000 Penalty: 4749.536133
	Iteration 16Q: 3 clusters Score -1825034 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1825409.375000 Penalty: 4749.536133
	Iteration 17Q: 3 clusters Score -1825409 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1825623.375000 Penalty: 4749.536133
	Iteration 18Q: 3 clusters Score -1825623 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1825746.000000 Penalty: 4749.536133
	Iteration 19Q: 3 clusters Score -1825746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1825830.625000 Penalty: 4749.536133
	Iteration 20F: 3 clusters Score -1825831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1825890.750000 Penalty: 4749.536133
	Iteration 21Q: 3 clusters Score -1825891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1825941.375000 Penalty: 4749.536133
	Iteration 22Q: 3 clusters Score -1825941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1825986.500000 Penalty: 4749.536133
	Iteration 23Q: 3 clusters Score -1825986 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1826028.125000 Penalty: 4749.536133
	Iteration 24Q: 3 clusters Score -1826028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1826065.500000 Penalty: 4749.536133
	Iteration 25Q: 3 clusters Score -1826066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1826100.500000 Penalty: 4749.536133
	Iteration 26Q: 3 clusters Score -1826100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1826119.250000 Penalty: 4749.536133
	Iteration 27Q: 3 clusters Score -1826119 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1826142.250000 Penalty: 4749.536133
	Iteration 28Q: 3 clusters Score -1826142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1826161.250000 Penalty: 4749.536133
	Iteration 29Q: 3 clusters Score -1826161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1826190.000000 Penalty: 4749.536133
	Iteration 30Q: 3 clusters Score -1826190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1826211.000000 Penalty: 4749.536133
	Iteration 31Q: 3 clusters Score -1826211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1826229.375000 Penalty: 4749.536133
	Iteration 32Q: 3 clusters Score -1826229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1826249.375000 Penalty: 4749.536133
	Iteration 33Q: 3 clusters Score -1826249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1826276.500000 Penalty: 4749.536133
	Iteration 34Q: 3 clusters Score -1826276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1826291.750000 Penalty: 4749.536133
	Iteration 35Q: 3 clusters Score -1826292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1826304.000000 Penalty: 4749.536133
	Iteration 36Q: 3 clusters Score -1826304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1826318.625000 Penalty: 4749.536133
	Iteration 37Q: 3 clusters Score -1826319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1826335.500000 Penalty: 4749.536133
	Iteration 38Q: 3 clusters Score -1826336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1826361.125000 Penalty: 4749.536133
	Iteration 39Q: 3 clusters Score -1826361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1826374.750000 Penalty: 4749.536133
	Iteration 40F: 3 clusters Score -1826375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1826383.750000 Penalty: 4749.536133
	Iteration 41Q: 3 clusters Score -1826384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1826395.625000 Penalty: 4749.536133
	Iteration 42Q: 3 clusters Score -1826396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1826406.500000 Penalty: 4749.536133
	Iteration 43Q: 3 clusters Score -1826406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1826413.375000 Penalty: 4749.536133
	Iteration 44Q: 3 clusters Score -1826413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1826421.750000 Penalty: 4749.536133
	Iteration 45Q: 3 clusters Score -1826422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1826431.000000 Penalty: 4749.536133
	Iteration 46Q: 3 clusters Score -1826431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1826441.375000 Penalty: 4749.536133
	Iteration 47Q: 3 clusters Score -1826441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1826452.750000 Penalty: 4749.536133
	Iteration 48Q: 3 clusters Score -1826453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1826455.500000 Penalty: 4749.536133
	Iteration 49Q: 3 clusters Score -1826456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1826463.625000 Penalty: 4749.536133
	Iteration 50Q: 3 clusters Score -1826464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1826469.125000 Penalty: 4749.536133
	Iteration 51Q: 3 clusters Score -1826469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1826471.125000 Penalty: 4749.536133
	Iteration 52Q: 3 clusters Score -1826471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1826476.125000 Penalty: 4749.536133
	Iteration 53Q: 3 clusters Score -1826476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1826472.750000 Penalty: 4749.536133
	Iteration 54Q: 3 clusters Score -1826473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1826474.750000 Penalty: 4749.536133
	Iteration 55Q: 3 clusters Score -1826475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1826474.000000 Penalty: 4749.536133
	Iteration 56Q: 3 clusters Score -1826474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1826480.625000 Penalty: 4749.536133
	Iteration 57Q: 3 clusters Score -1826481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1826482.500000 Penalty: 4749.536133
	Iteration 58Q: 3 clusters Score -1826482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1826485.125000 Penalty: 4749.536133
	Iteration 59Q: 3 clusters Score -1826485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1826489.125000 Penalty: 4749.536133
	Iteration 60F: 3 clusters Score -1826489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1826496.875000 Penalty: 4749.536133
	Iteration 61Q: 3 clusters Score -1826497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1826498.875000 Penalty: 4749.536133
	Iteration 62Q: 3 clusters Score -1826499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1826499.750000 Penalty: 4749.536133
	Iteration 63Q: 3 clusters Score -1826500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1826504.000000 Penalty: 4749.536133
	Iteration 64Q: 3 clusters Score -1826504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1826505.125000 Penalty: 4749.536133
	Iteration 65Q: 3 clusters Score -1826505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1826507.250000 Penalty: 4749.536133
	Iteration 66Q: 3 clusters Score -1826507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1826508.750000 Penalty: 4749.536133
	Iteration 67Q: 3 clusters Score -1826509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1826510.500000 Penalty: 4749.536133
	Iteration 68Q: 3 clusters Score -1826510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1826511.625000 Penalty: 4749.536133
	Iteration 69Q: 3 clusters Score -1826512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1826510.375000 Penalty: 4749.536133
	Iteration 70Q: 3 clusters Score -1826510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1826510.750000 Penalty: 4749.536133
	Iteration 71Q: 3 clusters Score -1826511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1826510.875000 Penalty: 4749.536133
	Iteration 72Q: 3 clusters Score -1826511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1826510.875000 Penalty: 4749.536133
	Iteration 73F: 3 clusters Score -1826511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Entering Unmasked Estep 
Score: -20633262.000000 Penalty: 2977.968750
	Iteration 0F: 2 clusters Score -2.063326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -20527984.000000 Penalty: 5955.937500
	Iteration 0F: 3 clusters Score -2.052798e+07 nChanged 78662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -20574254.000000 Penalty: 5955.937500
	Iteration 1F: 3 clusters Score -2.057425e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -20575832.000000 Penalty: 5955.937500
	Iteration 2Q: 3 clusters Score -2.057583e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -20578000.000000 Penalty: 5955.937500
	Iteration 3Q: 3 clusters Score -2.0578e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -20581680.000000 Penalty: 5955.937500
	Iteration 4F: 3 clusters Score -2.058168e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -20588714.000000 Penalty: 5955.937500
	Iteration 5F: 3 clusters Score -2.058871e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -20599022.000000 Penalty: 5955.937500
	Iteration 6F: 3 clusters Score -2.059902e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 137534 members 
Entering Unmasked Estep 
Score: -20610862.000000 Penalty: 5955.937500
	Iteration 7F: 3 clusters Score -2.061086e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -20620762.000000 Penalty: 5955.937500
	Iteration 8F: 3 clusters Score -2.062076e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 153749 members 
Entering Unmasked Estep 
Score: -20626176.000000 Penalty: 5955.937500
	Iteration 9Q: 3 clusters Score -2.062618e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 157345 members 
Entering Unmasked Estep 
Score: -20628754.000000 Penalty: 5955.937500
	Iteration 10Q: 3 clusters Score -2.062875e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -20629692.000000 Penalty: 5955.937500
	Iteration 11Q: 3 clusters Score -2.062969e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -20630246.000000 Penalty: 5955.937500
	Iteration 12Q: 3 clusters Score -2.063025e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -20630514.000000 Penalty: 5955.937500
	Iteration 13Q: 3 clusters Score -2.063051e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -20630690.000000 Penalty: 5955.937500
	Iteration 14Q: 3 clusters Score -2.063069e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -20630816.000000 Penalty: 5955.937500
	Iteration 15Q: 3 clusters Score -2.063082e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 162552 members 
Entering Unmasked Estep 
Score: -20630900.000000 Penalty: 5955.937500
	Iteration 16Q: 3 clusters Score -2.06309e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 162738 members 
Entering Unmasked Estep 
Score: -20630910.000000 Penalty: 5955.937500
	Iteration 17Q: 3 clusters Score -2.063091e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 162887 members 
Entering Unmasked Estep 
Score: -20630942.000000 Penalty: 5955.937500
	Iteration 18Q: 3 clusters Score -2.063094e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -20630922.000000 Penalty: 5955.937500
	Iteration 19Q: 3 clusters Score -2.063092e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 163102 members 
Entering Unmasked Estep 
Score: -20630924.000000 Penalty: 5955.937500
	Iteration 20F: 3 clusters Score -2.063092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -20630872.000000 Penalty: 5955.937500
	Iteration 21Q: 3 clusters Score -2.063087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 163220 members 
Entering Unmasked Estep 
Score: -20630874.000000 Penalty: 5955.937500
	Iteration 22Q: 3 clusters Score -2.063087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 163259 members 
Entering Unmasked Estep 
Score: -20630872.000000 Penalty: 5955.937500
	Iteration 23Q: 3 clusters Score -2.063087e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -20630870.000000 Penalty: 5955.937500
	Iteration 24Q: 3 clusters Score -2.063087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -20630868.000000 Penalty: 5955.937500
	Iteration 25Q: 3 clusters Score -2.063087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -20630872.000000 Penalty: 5955.937500
	Iteration 26Q: 3 clusters Score -2.063087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -20630884.000000 Penalty: 5955.937500
	Iteration 27Q: 3 clusters Score -2.063088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 163385 members 
Entering Unmasked Estep 
Score: -20630910.000000 Penalty: 5955.937500
	Iteration 28Q: 3 clusters Score -2.063091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -20630906.000000 Penalty: 5955.937500
	Iteration 29Q: 3 clusters Score -2.063091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -20630922.000000 Penalty: 5955.937500
	Iteration 30Q: 3 clusters Score -2.063092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -20630914.000000 Penalty: 5955.937500
	Iteration 31Q: 3 clusters Score -2.063091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -20630932.000000 Penalty: 5955.937500
	Iteration 32Q: 3 clusters Score -2.063093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -20630912.000000 Penalty: 5955.937500
	Iteration 33Q: 3 clusters Score -2.063091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -20630928.000000 Penalty: 5955.937500
	Iteration 34Q: 3 clusters Score -2.063093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -20630920.000000 Penalty: 5955.937500
	Iteration 35Q: 3 clusters Score -2.063092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -20630918.000000 Penalty: 5955.937500
	Iteration 36Q: 3 clusters Score -2.063092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -20630910.000000 Penalty: 5955.937500
	Iteration 37Q: 3 clusters Score -2.063091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 163430 members 
Entering Unmasked Estep 
Score: -20630906.000000 Penalty: 5955.937500
	Iteration 38Q: 3 clusters Score -2.063091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 163433 members 
Entering Unmasked Estep 
Score: -20630896.000000 Penalty: 5955.937500
	Iteration 39Q: 3 clusters Score -2.06309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 163433 members 
Entering Unmasked Estep 
Score: -20630910.000000 Penalty: 5955.937500
	Iteration 40F: 3 clusters Score -2.063091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 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 188 members 
Entering Unmasked Estep 
Score: -29286.769531 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29286.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29618.085938 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29618.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29709.103516 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29709.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29801.091797 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -29801.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29895.673828 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -29895.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29978.609375 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -29978.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30078.970703 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -30078.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30191.781250 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -30191.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30299.029297 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -30299.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30370.509766 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -30370.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30470.017578 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -30470.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30560.857422 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -30560.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30653.468750 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -30653.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30761.591797 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -30761.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30849.482422 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -30849.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30899.658203 Penalty: 2885.287109
	Iteration 15F: 3 clusters Score -30899.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31105.843750 Penalty: 2885.287109
	Iteration 16Q: 3 clusters Score -31105.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31263.302734 Penalty: 2885.287109
	Iteration 17Q: 3 clusters Score -31263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31300.537109 Penalty: 2885.287109
	Iteration 18Q: 3 clusters Score -31300.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31339.804688 Penalty: 2885.287109
	Iteration 19Q: 3 clusters Score -31339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31393.365234 Penalty: 2885.287109
	Iteration 20F: 3 clusters Score -31393.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 53409 members 
Mstep: Class 10 contains 210358 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 164052 members 
Mstep: Class 15 contains 147 members 
Mstep: Class 16 contains 157161 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21867 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165823 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 189 members 
Entering Unmasked Estep 
Score: -105733440.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105734456.000000 to -105733440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (157161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Entering Unmasked Estep 
Score: -19845434.000000 Penalty: 2967.326416
	Iteration 0F: 2 clusters Score -1.984543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -19743266.000000 Penalty: 5934.652832
	Iteration 0F: 3 clusters Score -1.974327e+07 nChanged 75394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -19787304.000000 Penalty: 5934.652832
	Iteration 1F: 3 clusters Score -1.97873e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -19788912.000000 Penalty: 5934.652832
	Iteration 2Q: 3 clusters Score -1.978891e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -19791490.000000 Penalty: 5934.652832
	Iteration 3Q: 3 clusters Score -1.979149e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -19796176.000000 Penalty: 5934.652832
	Iteration 4F: 3 clusters Score -1.979618e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -19804236.000000 Penalty: 5934.652832
	Iteration 5F: 3 clusters Score -1.980424e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -19815870.000000 Penalty: 5934.652832
	Iteration 6F: 3 clusters Score -1.981587e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -19829290.000000 Penalty: 5934.652832
	Iteration 7F: 3 clusters Score -1.982929e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -19838240.000000 Penalty: 5934.652832
	Iteration 8F: 3 clusters Score -1.983824e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -19841504.000000 Penalty: 5934.652832
	Iteration 9Q: 3 clusters Score -1.98415e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -19842360.000000 Penalty: 5934.652832
	Iteration 10Q: 3 clusters Score -1.984236e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -19842684.000000 Penalty: 5934.652832
	Iteration 11Q: 3 clusters Score -1.984268e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -19842834.000000 Penalty: 5934.652832
	Iteration 12Q: 3 clusters Score -1.984283e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -19842886.000000 Penalty: 5934.652832
	Iteration 13Q: 3 clusters Score -1.984289e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -19842948.000000 Penalty: 5934.652832
	Iteration 14Q: 3 clusters Score -1.984295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -19842966.000000 Penalty: 5934.652832
	Iteration 15Q: 3 clusters Score -1.984297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156793 members 
Entering Unmasked Estep 
Score: -19842978.000000 Penalty: 5934.652832
	Iteration 16Q: 3 clusters Score -1.984298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -19843002.000000 Penalty: 5934.652832
	Iteration 17Q: 3 clusters Score -1.9843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -19843022.000000 Penalty: 5934.652832
	Iteration 18Q: 3 clusters Score -1.984302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -19843024.000000 Penalty: 5934.652832
	Iteration 19Q: 3 clusters Score -1.984302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -19843024.000000 Penalty: 5934.652832
	Iteration 20F: 3 clusters Score -1.984302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 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 382 members 
Entering Unmasked Estep 
Score: -82532.046875 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82532.05 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82867.976562 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82867.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82996.085938 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -82996.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83085.437500 Penalty: 3288.819092
	Iteration 3Q: 3 clusters Score -83085.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83147.445312 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -83147.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83171.984375 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83171.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83188.585938 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83188.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83202.734375 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83202.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83217.625000 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83217.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83222.531250 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83222.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83223.367188 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83223.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83223.953125 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -83223.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83225.406250 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -83225.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83227.929688 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -83227.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83230.906250 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -83230.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83233.093750 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -83233.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83235.125000 Penalty: 3288.819092
	Iteration 16Q: 3 clusters Score -83235.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83242.226562 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -83242.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83254.757812 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -83254.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83265.687500 Penalty: 3288.819092
	Iteration 19Q: 3 clusters Score -83265.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83275.710938 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -83275.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83290.367188 Penalty: 3288.819092
	Iteration 21Q: 3 clusters Score -83290.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83295.781250 Penalty: 3288.819092
	Iteration 22Q: 3 clusters Score -83295.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83299.023438 Penalty: 3288.819092
	Iteration 23Q: 3 clusters Score -83299.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83299.023438 Penalty: 3288.819092
	Iteration 24F: 3 clusters Score -83299.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Entering Unmasked Estep 
Score: -2788202.750000 Penalty: 2478.197998
	Iteration 0F: 2 clusters Score -2788203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2773082.750000 Penalty: 4956.395996
	Iteration 0F: 3 clusters Score -2773083 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2778122.000000 Penalty: 4956.395996
	Iteration 1F: 3 clusters Score -2778122 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2778534.250000 Penalty: 4956.395996
	Iteration 2F: 3 clusters Score -2778534 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2778902.500000 Penalty: 4956.395996
	Iteration 3Q: 3 clusters Score -2778902 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2779244.750000 Penalty: 4956.395996
	Iteration 4Q: 3 clusters Score -2779245 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2779572.250000 Penalty: 4956.395996
	Iteration 5Q: 3 clusters Score -2779572 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2779977.250000 Penalty: 4956.395996
	Iteration 6Q: 3 clusters Score -2779977 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2780412.750000 Penalty: 4956.395996
	Iteration 7Q: 3 clusters Score -2780413 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2780975.750000 Penalty: 4956.395996
	Iteration 8Q: 3 clusters Score -2780976 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2781622.500000 Penalty: 4956.395996
	Iteration 9Q: 3 clusters Score -2781622 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2782396.250000 Penalty: 4956.395996
	Iteration 10F: 3 clusters Score -2782396 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2783189.750000 Penalty: 4956.395996
	Iteration 11F: 3 clusters Score -2783190 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2783804.750000 Penalty: 4956.395996
	Iteration 12Q: 3 clusters Score -2783805 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2784179.500000 Penalty: 4956.395996
	Iteration 13Q: 3 clusters Score -2784180 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2784339.000000 Penalty: 4956.395996
	Iteration 14Q: 3 clusters Score -2784339 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2784444.000000 Penalty: 4956.395996
	Iteration 15Q: 3 clusters Score -2784444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2784483.750000 Penalty: 4956.395996
	Iteration 16Q: 3 clusters Score -2784484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2784509.250000 Penalty: 4956.395996
	Iteration 17Q: 3 clusters Score -2784509 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2784534.000000 Penalty: 4956.395996
	Iteration 18Q: 3 clusters Score -2784534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2784553.750000 Penalty: 4956.395996
	Iteration 19Q: 3 clusters Score -2784554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2784561.750000 Penalty: 4956.395996
	Iteration 20F: 3 clusters Score -2784562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2784565.750000 Penalty: 4956.395996
	Iteration 21Q: 3 clusters Score -2784566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2784571.500000 Penalty: 4956.395996
	Iteration 22Q: 3 clusters Score -2784572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2784569.500000 Penalty: 4956.395996
	Iteration 23Q: 3 clusters Score -2784570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2784591.000000 Penalty: 4956.395996
	Iteration 24Q: 3 clusters Score -2784591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2784588.250000 Penalty: 4956.395996
	Iteration 25Q: 3 clusters Score -2784588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2784586.750000 Penalty: 4956.395996
	Iteration 26Q: 3 clusters Score -2784587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2784594.750000 Penalty: 4956.395996
	Iteration 27Q: 3 clusters Score -2784595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2784601.750000 Penalty: 4956.395996
	Iteration 28Q: 3 clusters Score -2784602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2784597.250000 Penalty: 4956.395996
	Iteration 29Q: 3 clusters Score -2784597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2784607.000000 Penalty: 4956.395996
	Iteration 30Q: 3 clusters Score -2784607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2784607.000000 Penalty: 4956.395996
	Iteration 31Q: 3 clusters Score -2784607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2784611.000000 Penalty: 4956.395996
	Iteration 32Q: 3 clusters Score -2784611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2784615.250000 Penalty: 4956.395996
	Iteration 33Q: 3 clusters Score -2784615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2784621.750000 Penalty: 4956.395996
	Iteration 34Q: 3 clusters Score -2784622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2784615.750000 Penalty: 4956.395996
	Iteration 35Q: 3 clusters Score -2784616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2784620.000000 Penalty: 4956.395996
	Iteration 36Q: 3 clusters Score -2784620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2784615.750000 Penalty: 4956.395996
	Iteration 37Q: 3 clusters Score -2784616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2784620.750000 Penalty: 4956.395996
	Iteration 38Q: 3 clusters Score -2784621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2784621.250000 Penalty: 4956.395996
	Iteration 39Q: 3 clusters Score -2784621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2784625.250000 Penalty: 4956.395996
	Iteration 40F: 3 clusters Score -2784625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2784626.500000 Penalty: 4956.395996
	Iteration 41Q: 3 clusters Score -2784626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2784625.750000 Penalty: 4956.395996
	Iteration 42Q: 3 clusters Score -2784626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2784630.750000 Penalty: 4956.395996
	Iteration 43Q: 3 clusters Score -2784631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2784633.250000 Penalty: 4956.395996
	Iteration 44Q: 3 clusters Score -2784633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2784631.750000 Penalty: 4956.395996
	Iteration 45Q: 3 clusters Score -2784632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2784635.500000 Penalty: 4956.395996
	Iteration 46Q: 3 clusters Score -2784636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2784639.750000 Penalty: 4956.395996
	Iteration 47Q: 3 clusters Score -2784640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2784635.250000 Penalty: 4956.395996
	Iteration 48Q: 3 clusters Score -2784635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2784630.000000 Penalty: 4956.395996
	Iteration 49Q: 3 clusters Score -2784630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2784630.500000 Penalty: 4956.395996
	Iteration 50Q: 3 clusters Score -2784630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2784634.000000 Penalty: 4956.395996
	Iteration 51Q: 3 clusters Score -2784634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2784635.000000 Penalty: 4956.395996
	Iteration 52Q: 3 clusters Score -2784635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2784629.000000 Penalty: 4956.395996
	Iteration 53Q: 3 clusters Score -2784629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2784637.000000 Penalty: 4956.395996
	Iteration 54Q: 3 clusters Score -2784637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2784636.500000 Penalty: 4956.395996
	Iteration 55Q: 3 clusters Score -2784636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2784646.750000 Penalty: 4956.395996
	Iteration 56Q: 3 clusters Score -2784647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2784653.000000 Penalty: 4956.395996
	Iteration 57Q: 3 clusters Score -2784653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2784657.000000 Penalty: 4956.395996
	Iteration 58Q: 3 clusters Score -2784657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2784657.000000 Penalty: 4956.395996
	Iteration 59Q: 3 clusters Score -2784657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2784658.000000 Penalty: 4956.395996
	Iteration 60F: 3 clusters Score -2784658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2784660.500000 Penalty: 4956.395996
	Iteration 61Q: 3 clusters Score -2784660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2784661.750000 Penalty: 4956.395996
	Iteration 62Q: 3 clusters Score -2784662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2784668.500000 Penalty: 4956.395996
	Iteration 63Q: 3 clusters Score -2784668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2784667.000000 Penalty: 4956.395996
	Iteration 64Q: 3 clusters Score -2784667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2784667.000000 Penalty: 4956.395996
	Iteration 65Q: 3 clusters Score -2784667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2784672.000000 Penalty: 4956.395996
	Iteration 66Q: 3 clusters Score -2784672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2784672.750000 Penalty: 4956.395996
	Iteration 67Q: 3 clusters Score -2784673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2784675.250000 Penalty: 4956.395996
	Iteration 68Q: 3 clusters Score -2784675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2784670.000000 Penalty: 4956.395996
	Iteration 69Q: 3 clusters Score -2784670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2784668.000000 Penalty: 4956.395996
	Iteration 70Q: 3 clusters Score -2784668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2784669.250000 Penalty: 4956.395996
	Iteration 71Q: 3 clusters Score -2784669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2784673.000000 Penalty: 4956.395996
	Iteration 72Q: 3 clusters Score -2784673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2784677.250000 Penalty: 4956.395996
	Iteration 73Q: 3 clusters Score -2784677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2784674.750000 Penalty: 4956.395996
	Iteration 74Q: 3 clusters Score -2784675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2784676.250000 Penalty: 4956.395996
	Iteration 75Q: 3 clusters Score -2784676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2784675.750000 Penalty: 4956.395996
	Iteration 76Q: 3 clusters Score -2784676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2784672.750000 Penalty: 4956.395996
	Iteration 77Q: 3 clusters Score -2784673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2784676.000000 Penalty: 4956.395996
	Iteration 78Q: 3 clusters Score -2784676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2784675.750000 Penalty: 4956.395996
	Iteration 79Q: 3 clusters Score -2784676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2784675.750000 Penalty: 4956.395996
	Iteration 80F: 3 clusters Score -2784676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 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 158 members 
Entering Unmasked Estep 
Score: -29416.945312 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29416.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29686.435547 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29686.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29865.310547 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -29865.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29948.777344 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29948.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29970.179688 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29970.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29980.787109 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29980.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29982.859375 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -29982.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29995.724609 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -29995.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30007.808594 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -30007.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30009.755859 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -30009.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30016.546875 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -30016.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30019.564453 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -30019.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30019.564453 Penalty: 2856.415283
	Iteration 12F: 3 clusters Score -30019.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Entering Unmasked Estep 
Score: -20853886.000000 Penalty: 2980.631592
	Iteration 0F: 2 clusters Score -2.085389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -20745980.000000 Penalty: 5961.263184
	Iteration 0F: 3 clusters Score -2.074598e+07 nChanged 79420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -20792652.000000 Penalty: 5961.263184
	Iteration 1F: 3 clusters Score -2.079265e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -20794146.000000 Penalty: 5961.263184
	Iteration 2Q: 3 clusters Score -2.079415e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -20796084.000000 Penalty: 5961.263184
	Iteration 3Q: 3 clusters Score -2.079608e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -20798544.000000 Penalty: 5961.263184
	Iteration 4Q: 3 clusters Score -2.079854e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -20801944.000000 Penalty: 5961.263184
	Iteration 5Q: 3 clusters Score -2.080194e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -20807016.000000 Penalty: 5961.263184
	Iteration 6F: 3 clusters Score -2.080702e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -20813510.000000 Penalty: 5961.263184
	Iteration 7F: 3 clusters Score -2.081351e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -20821122.000000 Penalty: 5961.263184
	Iteration 8F: 3 clusters Score -2.082112e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -20827712.000000 Penalty: 5961.263184
	Iteration 9F: 3 clusters Score -2.082771e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104276 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -20831582.000000 Penalty: 5961.263184
	Iteration 10Q: 3 clusters Score -2.083158e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -20832986.000000 Penalty: 5961.263184
	Iteration 11Q: 3 clusters Score -2.083299e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -20833696.000000 Penalty: 5961.263184
	Iteration 12Q: 3 clusters Score -2.08337e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -20834172.000000 Penalty: 5961.263184
	Iteration 13Q: 3 clusters Score -2.083417e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5961.263184
	Iteration 14Q: 3 clusters Score -2.083462e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -20835216.000000 Penalty: 5961.263184
	Iteration 15Q: 3 clusters Score -2.083522e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -20835748.000000 Penalty: 5961.263184
	Iteration 16Q: 3 clusters Score -2.083575e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -20836398.000000 Penalty: 5961.263184
	Iteration 17Q: 3 clusters Score -2.08364e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121372 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -20837210.000000 Penalty: 5961.263184
	Iteration 18Q: 3 clusters Score -2.083721e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124031 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -20837888.000000 Penalty: 5961.263184
	Iteration 19Q: 3 clusters Score -2.083789e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -20838872.000000 Penalty: 5961.263184
	Iteration 20F: 3 clusters Score -2.083887e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129398 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -20839688.000000 Penalty: 5961.263184
	Iteration 21Q: 3 clusters Score -2.083969e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132191 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -20840688.000000 Penalty: 5961.263184
	Iteration 22Q: 3 clusters Score -2.084069e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -20841684.000000 Penalty: 5961.263184
	Iteration 23Q: 3 clusters Score -2.084168e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137899 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -20842680.000000 Penalty: 5961.263184
	Iteration 24Q: 3 clusters Score -2.084268e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140759 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -20843894.000000 Penalty: 5961.263184
	Iteration 25Q: 3 clusters Score -2.084389e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143536 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -20845078.000000 Penalty: 5961.263184
	Iteration 26Q: 3 clusters Score -2.084508e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -20846172.000000 Penalty: 5961.263184
	Iteration 27Q: 3 clusters Score -2.084617e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -20847152.000000 Penalty: 5961.263184
	Iteration 28Q: 3 clusters Score -2.084715e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -20847960.000000 Penalty: 5961.263184
	Iteration 29Q: 3 clusters Score -2.084796e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -20848774.000000 Penalty: 5961.263184
	Iteration 30Q: 3 clusters Score -2.084877e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -20849374.000000 Penalty: 5961.263184
	Iteration 31Q: 3 clusters Score -2.084937e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -20849870.000000 Penalty: 5961.263184
	Iteration 32Q: 3 clusters Score -2.084987e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -20850226.000000 Penalty: 5961.263184
	Iteration 33Q: 3 clusters Score -2.085023e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159167 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -20850388.000000 Penalty: 5961.263184
	Iteration 34Q: 3 clusters Score -2.085039e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -20850612.000000 Penalty: 5961.263184
	Iteration 35Q: 3 clusters Score -2.085061e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -20850812.000000 Penalty: 5961.263184
	Iteration 36Q: 3 clusters Score -2.085081e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -20850958.000000 Penalty: 5961.263184
	Iteration 37Q: 3 clusters Score -2.085096e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -20851066.000000 Penalty: 5961.263184
	Iteration 38Q: 3 clusters Score -2.085107e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162380 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -20851236.000000 Penalty: 5961.263184
	Iteration 39Q: 3 clusters Score -2.085124e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162692 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20851254.000000 Penalty: 5961.263184
	Iteration 40F: 3 clusters Score -2.085125e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -20851296.000000 Penalty: 5961.263184
	Iteration 41Q: 3 clusters Score -2.08513e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -20851344.000000 Penalty: 5961.263184
	Iteration 42Q: 3 clusters Score -2.085134e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20851424.000000 Penalty: 5961.263184
	Iteration 43Q: 3 clusters Score -2.085142e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20851442.000000 Penalty: 5961.263184
	Iteration 44Q: 3 clusters Score -2.085144e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163579 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -20851462.000000 Penalty: 5961.263184
	Iteration 45Q: 3 clusters Score -2.085146e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -20851514.000000 Penalty: 5961.263184
	Iteration 46Q: 3 clusters Score -2.085151e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20851518.000000 Penalty: 5961.263184
	Iteration 47Q: 3 clusters Score -2.085152e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20851528.000000 Penalty: 5961.263184
	Iteration 48Q: 3 clusters Score -2.085153e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20851514.000000 Penalty: 5961.263184
	Iteration 49Q: 3 clusters Score -2.085151e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20851546.000000 Penalty: 5961.263184
	Iteration 50Q: 3 clusters Score -2.085155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20851554.000000 Penalty: 5961.263184
	Iteration 51Q: 3 clusters Score -2.085155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20851566.000000 Penalty: 5961.263184
	Iteration 52Q: 3 clusters Score -2.085157e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164091 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -20851562.000000 Penalty: 5961.263184
	Iteration 53Q: 3 clusters Score -2.085156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164122 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20851566.000000 Penalty: 5961.263184
	Iteration 54Q: 3 clusters Score -2.085157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164146 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -20851554.000000 Penalty: 5961.263184
	Iteration 55Q: 3 clusters Score -2.085155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164167 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -20851548.000000 Penalty: 5961.263184
	Iteration 56Q: 3 clusters Score -2.085155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20851556.000000 Penalty: 5961.263184
	Iteration 57Q: 3 clusters Score -2.085156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20851556.000000 Penalty: 5961.263184
	Iteration 58Q: 3 clusters Score -2.085156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20851566.000000 Penalty: 5961.263184
	Iteration 59Q: 3 clusters Score -2.085157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20851558.000000 Penalty: 5961.263184
	Iteration 60F: 3 clusters Score -2.085156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -20851554.000000 Penalty: 5961.263184
	Iteration 61Q: 3 clusters Score -2.085155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164244 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -20851552.000000 Penalty: 5961.263184
	Iteration 62Q: 3 clusters Score -2.085155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20851556.000000 Penalty: 5961.263184
	Iteration 63Q: 3 clusters Score -2.085156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164252 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20851536.000000 Penalty: 5961.263184
	Iteration 64Q: 3 clusters Score -2.085154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164260 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -20851550.000000 Penalty: 5961.263184
	Iteration 65Q: 3 clusters Score -2.085155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164267 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -20851568.000000 Penalty: 5961.263184
	Iteration 66Q: 3 clusters Score -2.085157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20851552.000000 Penalty: 5961.263184
	Iteration 67Q: 3 clusters Score -2.085155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -20851560.000000 Penalty: 5961.263184
	Iteration 68Q: 3 clusters Score -2.085156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20851566.000000 Penalty: 5961.263184
	Iteration 69Q: 3 clusters Score -2.085157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20851566.000000 Penalty: 5961.263184
	Iteration 70Q: 3 clusters Score -2.085157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20851580.000000 Penalty: 5961.263184
	Iteration 71Q: 3 clusters Score -2.085158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20851586.000000 Penalty: 5961.263184
	Iteration 72Q: 3 clusters Score -2.085159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -20851588.000000 Penalty: 5961.263184
	Iteration 73Q: 3 clusters Score -2.085159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20851586.000000 Penalty: 5961.263184
	Iteration 74Q: 3 clusters Score -2.085159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20851586.000000 Penalty: 5961.263184
	Iteration 75Q: 3 clusters Score -2.085159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20851590.000000 Penalty: 5961.263184
	Iteration 76Q: 3 clusters Score -2.085159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20851600.000000 Penalty: 5961.263184
	Iteration 77Q: 3 clusters Score -2.08516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20851592.000000 Penalty: 5961.263184
	Iteration 78Q: 3 clusters Score -2.085159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20851580.000000 Penalty: 5961.263184
	Iteration 79Q: 3 clusters Score -2.085158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20851580.000000 Penalty: 5961.263184
	Iteration 80F: 3 clusters Score -2.085158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20851590.000000 Penalty: 5961.263184
	Iteration 81Q: 3 clusters Score -2.085159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164346 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20851592.000000 Penalty: 5961.263184
	Iteration 82Q: 3 clusters Score -2.085159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20851584.000000 Penalty: 5961.263184
	Iteration 83Q: 3 clusters Score -2.085158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164356 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20851592.000000 Penalty: 5961.263184
	Iteration 84Q: 3 clusters Score -2.085159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20851570.000000 Penalty: 5961.263184
	Iteration 85Q: 3 clusters Score -2.085157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164364 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20851582.000000 Penalty: 5961.263184
	Iteration 86Q: 3 clusters Score -2.085158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164364 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20851570.000000 Penalty: 5961.263184
	Iteration 87Q: 3 clusters Score -2.085157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20851568.000000 Penalty: 5961.263184
	Iteration 88Q: 3 clusters Score -2.085157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20851568.000000 Penalty: 5961.263184
	Iteration 89F: 3 clusters Score -2.085157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 265 members 
Entering Unmasked Estep 
Score: -58642.718750 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58642.72 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58918.453125 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58918.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58988.414062 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -58988.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59046.546875 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -59046.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59096.503906 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -59096.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59165.003906 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59218.886719 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59218.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59274.582031 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -59274.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59327.617188 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -59327.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59419.058594 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -59419.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59557.085938 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -59557.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59805.890625 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -59805.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60305.324219 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -60305.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60363.960938 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -60363.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60426.574219 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -60426.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60550.542969 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -60550.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60610.398438 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -60610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60610.398438 Penalty: 3122.451904
	Iteration 17F: 3 clusters Score -60610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 53409 members 
Mstep: Class 10 contains 210358 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 164052 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157161 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21867 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165823 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 187 members 
Entering Unmasked Estep 
Score: -105732992.000000 Penalty: 74535.210938
Splitting cluster 21 changes total score from -105734456.000000 to -105732992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 53409 members 
Mstep: Class 10 contains 210358 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 164052 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157161 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21867 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165823 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734384.000000 Penalty: 71147.250000
Iteration 239Q: 22 clusters Score -1.057344e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43066 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 8394 members 
Mstep: Class 9 contains 53417 members 
Mstep: Class 10 contains 210348 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14412 members 
Mstep: Class 14 contains 164048 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21852 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165798 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734416.000000 Penalty: 71147.250000
Iteration 240F: 22 clusters Score -1.057344e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43088 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 53422 members 
Mstep: Class 10 contains 210314 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 164076 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157167 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21836 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165777 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734400.000000 Penalty: 71147.250000
Iteration 241Q: 22 clusters Score -1.057344e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43116 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 8405 members 
Mstep: Class 9 contains 53427 members 
Mstep: Class 10 contains 210264 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 164073 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157158 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21831 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165798 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734384.000000 Penalty: 71147.250000
Iteration 242Q: 22 clusters Score -1.057344e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43137 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 53435 members 
Mstep: Class 10 contains 210218 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 164048 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157138 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21828 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165845 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734416.000000 Penalty: 71147.250000
Iteration 243Q: 22 clusters Score -1.057344e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43149 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 8435 members 
Mstep: Class 9 contains 53439 members 
Mstep: Class 10 contains 210212 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 164039 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157125 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21823 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165848 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734456.000000 Penalty: 71147.250000
Iteration 244Q: 22 clusters Score -1.057345e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 8447 members 
Mstep: Class 9 contains 53437 members 
Mstep: Class 10 contains 210183 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14402 members 
Mstep: Class 14 contains 164021 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157123 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21816 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165872 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734520.000000 Penalty: 71147.250000
Iteration 245Q: 22 clusters Score -1.057345e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 53446 members 
Mstep: Class 10 contains 210140 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14403 members 
Mstep: Class 14 contains 164023 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157120 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21815 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165870 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734528.000000 Penalty: 71147.250000
Iteration 246Q: 22 clusters Score -1.057345e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43201 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 53447 members 
Mstep: Class 10 contains 210117 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14397 members 
Mstep: Class 14 contains 164027 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157115 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21810 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165872 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734440.000000 Penalty: 71147.250000
Iteration 247Q: 22 clusters Score -1.057344e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43205 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 8487 members 
Mstep: Class 9 contains 53449 members 
Mstep: Class 10 contains 210083 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 164029 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157111 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21805 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165896 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734288.000000 Penalty: 71147.250000
Iteration 248Q: 22 clusters Score -1.057343e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43214 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 8493 members 
Mstep: Class 9 contains 53458 members 
Mstep: Class 10 contains 210048 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14384 members 
Mstep: Class 14 contains 164041 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157097 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21798 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165914 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734272.000000 Penalty: 71147.250000
Iteration 249Q: 22 clusters Score -1.057343e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43223 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 8499 members 
Mstep: Class 9 contains 53463 members 
Mstep: Class 10 contains 210021 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14382 members 
Mstep: Class 14 contains 164038 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157101 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21796 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165921 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734376.000000 Penalty: 71147.250000
Iteration 250Q: 22 clusters Score -1.057344e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 43235 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8502 members 
Mstep: Class 9 contains 53466 members 
Mstep: Class 10 contains 209982 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14376 members 
Mstep: Class 14 contains 164035 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157106 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21796 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165943 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734440.000000 Penalty: 71147.250000
Iteration 251Q: 22 clusters Score -1.057344e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43251 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 53467 members 
Mstep: Class 10 contains 209951 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14371 members 
Mstep: Class 14 contains 164036 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157100 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21789 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165972 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734496.000000 Penalty: 71147.250000
Iteration 252Q: 22 clusters Score -1.057345e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43265 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8510 members 
Mstep: Class 9 contains 53465 members 
Mstep: Class 10 contains 209913 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 164054 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157082 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21785 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165999 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734344.000000 Penalty: 71147.250000
Iteration 253Q: 22 clusters Score -1.057343e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43282 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8515 members 
Mstep: Class 9 contains 53465 members 
Mstep: Class 10 contains 209892 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14361 members 
Mstep: Class 14 contains 164060 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157058 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21777 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166022 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734312.000000 Penalty: 71147.250000
Iteration 254Q: 22 clusters Score -1.057343e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43295 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8523 members 
Mstep: Class 9 contains 53466 members 
Mstep: Class 10 contains 209877 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 164066 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157042 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21770 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166034 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734152.000000 Penalty: 71147.250000
Iteration 255Q: 22 clusters Score -1.057342e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 53469 members 
Mstep: Class 10 contains 209855 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 164064 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157039 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21761 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166045 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734224.000000 Penalty: 71147.250000
Iteration 256Q: 22 clusters Score -1.057342e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43328 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8536 members 
Mstep: Class 9 contains 53472 members 
Mstep: Class 10 contains 209830 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 164070 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157042 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21756 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166041 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734240.000000 Penalty: 71147.250000
Iteration 257Q: 22 clusters Score -1.057342e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43352 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 53467 members 
Mstep: Class 10 contains 209805 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 164066 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157041 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21752 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166044 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734248.000000 Penalty: 71147.250000
Iteration 258Q: 22 clusters Score -1.057342e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43369 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8547 members 
Mstep: Class 9 contains 53465 members 
Mstep: Class 10 contains 209789 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 164070 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157046 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21745 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166031 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734208.000000 Penalty: 71147.250000
Iteration 259Q: 22 clusters Score -1.057342e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43389 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8551 members 
Mstep: Class 9 contains 53464 members 
Mstep: Class 10 contains 209749 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 164093 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157032 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21741 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166043 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734296.000000 Penalty: 71147.250000
Iteration 260F: 22 clusters Score -1.057343e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43404 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8555 members 
Mstep: Class 9 contains 53469 members 
Mstep: Class 10 contains 209708 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14346 members 
Mstep: Class 14 contains 164104 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157036 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21739 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166044 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734280.000000 Penalty: 71147.250000
Iteration 261Q: 22 clusters Score -1.057343e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43415 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 8560 members 
Mstep: Class 9 contains 53475 members 
Mstep: Class 10 contains 209666 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 14 contains 164103 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157034 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21734 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166072 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734248.000000 Penalty: 71147.250000
Iteration 262Q: 22 clusters Score -1.057342e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43428 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 8568 members 
Mstep: Class 9 contains 53476 members 
Mstep: Class 10 contains 209630 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14332 members 
Mstep: Class 14 contains 164107 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157041 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21731 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166072 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734176.000000 Penalty: 71147.250000
Iteration 263Q: 22 clusters Score -1.057342e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43448 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 53479 members 
Mstep: Class 10 contains 209598 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14325 members 
Mstep: Class 14 contains 164103 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157041 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21729 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166067 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734072.000000 Penalty: 71147.250000
Iteration 264Q: 22 clusters Score -1.057341e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43461 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 8581 members 
Mstep: Class 9 contains 53482 members 
Mstep: Class 10 contains 209569 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 164134 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157047 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21726 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166039 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734144.000000 Penalty: 71147.250000
Iteration 265Q: 22 clusters Score -1.057341e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43471 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 53499 members 
Mstep: Class 10 contains 209530 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 164151 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157037 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21716 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166055 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734096.000000 Penalty: 71147.250000
Iteration 266Q: 22 clusters Score -1.057341e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43489 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 53501 members 
Mstep: Class 10 contains 209502 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 164169 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157006 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21712 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166074 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734120.000000 Penalty: 71147.250000
Iteration 267Q: 22 clusters Score -1.057341e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43514 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8581 members 
Mstep: Class 9 contains 53508 members 
Mstep: Class 10 contains 209458 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14307 members 
Mstep: Class 14 contains 164192 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156982 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21709 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166083 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734184.000000 Penalty: 71147.250000
Iteration 268Q: 22 clusters Score -1.057342e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43547 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 53518 members 
Mstep: Class 10 contains 209415 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14301 members 
Mstep: Class 14 contains 164215 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156966 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21709 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166070 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734112.000000 Penalty: 71147.250000
Iteration 269Q: 22 clusters Score -1.057341e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8586 members 
Mstep: Class 9 contains 53526 members 
Mstep: Class 10 contains 209376 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 164244 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156953 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21708 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166054 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734112.000000 Penalty: 71147.250000
Iteration 270Q: 22 clusters Score -1.057341e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 43588 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 53527 members 
Mstep: Class 10 contains 209340 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 164265 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156946 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21705 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166052 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734248.000000 Penalty: 71147.250000
Iteration 271Q: 22 clusters Score -1.057342e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 43603 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 53531 members 
Mstep: Class 10 contains 209304 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 164291 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156954 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21700 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166035 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734200.000000 Penalty: 71147.250000
Iteration 272Q: 22 clusters Score -1.057342e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 43619 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 53534 members 
Mstep: Class 10 contains 209272 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14282 members 
Mstep: Class 14 contains 164342 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156931 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21697 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166020 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734328.000000 Penalty: 71147.250000
Iteration 273Q: 22 clusters Score -1.057343e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43642 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 53543 members 
Mstep: Class 10 contains 209231 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14273 members 
Mstep: Class 14 contains 164380 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156925 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21693 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165998 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734256.000000 Penalty: 71147.250000
Iteration 274Q: 22 clusters Score -1.057343e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3249 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43666 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8587 members 
Mstep: Class 9 contains 53550 members 
Mstep: Class 10 contains 209196 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 164411 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156908 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21693 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165984 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734232.000000 Penalty: 71147.250000
Iteration 275Q: 22 clusters Score -1.057342e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 43677 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 53556 members 
Mstep: Class 10 contains 209171 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 164422 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156909 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21692 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165970 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734152.000000 Penalty: 71147.250000
Iteration 276Q: 22 clusters Score -1.057342e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43687 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8592 members 
Mstep: Class 9 contains 53558 members 
Mstep: Class 10 contains 209136 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 164418 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156905 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21689 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165995 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734056.000000 Penalty: 71147.250000
Iteration 277Q: 22 clusters Score -1.057341e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43700 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8598 members 
Mstep: Class 9 contains 53560 members 
Mstep: Class 10 contains 209095 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 164423 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156909 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21687 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166009 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734112.000000 Penalty: 71147.250000
Iteration 278Q: 22 clusters Score -1.057341e+08 nChanged 315
Entering ConstructFrom: 
Score: -105734112.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (6284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Entering Unmasked Estep 
Score: -798035.750000 Penalty: 2168.948975
	Iteration 0F: 2 clusters Score -798035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -792695.687500 Penalty: 4337.897949
	Iteration 0F: 3 clusters Score -792695.7 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -794151.500000 Penalty: 4337.897949
	Iteration 1F: 3 clusters Score -794151.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -794581.875000 Penalty: 4337.897949
	Iteration 2F: 3 clusters Score -794581.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -794945.062500 Penalty: 4337.897949
	Iteration 3F: 3 clusters Score -794945.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -795247.687500 Penalty: 4337.897949
	Iteration 4F: 3 clusters Score -795247.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -795493.437500 Penalty: 4337.897949
	Iteration 5F: 3 clusters Score -795493.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -795697.000000 Penalty: 4337.897949
	Iteration 6Q: 3 clusters Score -795697 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -795875.812500 Penalty: 4337.897949
	Iteration 7Q: 3 clusters Score -795875.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -796009.750000 Penalty: 4337.897949
	Iteration 8Q: 3 clusters Score -796009.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -796114.812500 Penalty: 4337.897949
	Iteration 9Q: 3 clusters Score -796114.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -796198.187500 Penalty: 4337.897949
	Iteration 10Q: 3 clusters Score -796198.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -796274.125000 Penalty: 4337.897949
	Iteration 11Q: 3 clusters Score -796274.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -796346.937500 Penalty: 4337.897949
	Iteration 12Q: 3 clusters Score -796346.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -796380.812500 Penalty: 4337.897949
	Iteration 13Q: 3 clusters Score -796380.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -796414.562500 Penalty: 4337.897949
	Iteration 14Q: 3 clusters Score -796414.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -796449.750000 Penalty: 4337.897949
	Iteration 15Q: 3 clusters Score -796449.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -796472.812500 Penalty: 4337.897949
	Iteration 16Q: 3 clusters Score -796472.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -796489.375000 Penalty: 4337.897949
	Iteration 17Q: 3 clusters Score -796489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -796501.562500 Penalty: 4337.897949
	Iteration 18Q: 3 clusters Score -796501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -796508.125000 Penalty: 4337.897949
	Iteration 19Q: 3 clusters Score -796508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -796516.062500 Penalty: 4337.897949
	Iteration 20F: 3 clusters Score -796516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -796519.562500 Penalty: 4337.897949
	Iteration 21Q: 3 clusters Score -796519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -796524.875000 Penalty: 4337.897949
	Iteration 22Q: 3 clusters Score -796524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -796526.562500 Penalty: 4337.897949
	Iteration 23Q: 3 clusters Score -796526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -796529.562500 Penalty: 4337.897949
	Iteration 24Q: 3 clusters Score -796529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -796534.062500 Penalty: 4337.897949
	Iteration 25Q: 3 clusters Score -796534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -796536.500000 Penalty: 4337.897949
	Iteration 26Q: 3 clusters Score -796536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -796540.437500 Penalty: 4337.897949
	Iteration 27Q: 3 clusters Score -796540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -796541.687500 Penalty: 4337.897949
	Iteration 28Q: 3 clusters Score -796541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -796541.250000 Penalty: 4337.897949
	Iteration 29Q: 3 clusters Score -796541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -796541.562500 Penalty: 4337.897949
	Iteration 30Q: 3 clusters Score -796541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -796544.625000 Penalty: 4337.897949
	Iteration 31Q: 3 clusters Score -796544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -796547.187500 Penalty: 4337.897949
	Iteration 32Q: 3 clusters Score -796547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -796548.187500 Penalty: 4337.897949
	Iteration 33Q: 3 clusters Score -796548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -796549.937500 Penalty: 4337.897949
	Iteration 34Q: 3 clusters Score -796549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -796552.000000 Penalty: 4337.897949
	Iteration 35Q: 3 clusters Score -796552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -796553.625000 Penalty: 4337.897949
	Iteration 36Q: 3 clusters Score -796553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -796554.750000 Penalty: 4337.897949
	Iteration 37Q: 3 clusters Score -796554.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -796554.750000 Penalty: 4337.897949
	Iteration 38F: 3 clusters Score -796554.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -383769.312500 Penalty: 2005.276978
	Iteration 0F: 2 clusters Score -383769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -380306.218750 Penalty: 4010.553955
	Iteration 0F: 3 clusters Score -380306.2 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380986.093750 Penalty: 4010.553955
	Iteration 1F: 3 clusters Score -380986.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -381144.656250 Penalty: 4010.553955
	Iteration 2F: 3 clusters Score -381144.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -381214.500000 Penalty: 4010.553955
	Iteration 3Q: 3 clusters Score -381214.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -381251.468750 Penalty: 4010.553955
	Iteration 4Q: 3 clusters Score -381251.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -381274.750000 Penalty: 4010.553955
	Iteration 5Q: 3 clusters Score -381274.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -381288.625000 Penalty: 4010.553955
	Iteration 6Q: 3 clusters Score -381288.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -381302.906250 Penalty: 4010.553955
	Iteration 7Q: 3 clusters Score -381302.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -381318.531250 Penalty: 4010.553955
	Iteration 8Q: 3 clusters Score -381318.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -381327.218750 Penalty: 4010.553955
	Iteration 9Q: 3 clusters Score -381327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -381333.031250 Penalty: 4010.553955
	Iteration 10Q: 3 clusters Score -381333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -381340.468750 Penalty: 4010.553955
	Iteration 11Q: 3 clusters Score -381340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -381346.281250 Penalty: 4010.553955
	Iteration 12Q: 3 clusters Score -381346.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -381354.343750 Penalty: 4010.553955
	Iteration 13Q: 3 clusters Score -381354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -381358.906250 Penalty: 4010.553955
	Iteration 14Q: 3 clusters Score -381358.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -381366.968750 Penalty: 4010.553955
	Iteration 15Q: 3 clusters Score -381367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381375.156250 Penalty: 4010.553955
	Iteration 16Q: 3 clusters Score -381375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -381380.437500 Penalty: 4010.553955
	Iteration 17Q: 3 clusters Score -381380.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -381386.187500 Penalty: 4010.553955
	Iteration 18Q: 3 clusters Score -381386.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -381393.500000 Penalty: 4010.553955
	Iteration 19Q: 3 clusters Score -381393.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -381400.968750 Penalty: 4010.553955
	Iteration 20F: 3 clusters Score -381401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -381410.906250 Penalty: 4010.553955
	Iteration 21Q: 3 clusters Score -381410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -381417.531250 Penalty: 4010.553955
	Iteration 22Q: 3 clusters Score -381417.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -381426.531250 Penalty: 4010.553955
	Iteration 23Q: 3 clusters Score -381426.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -381435.062500 Penalty: 4010.553955
	Iteration 24Q: 3 clusters Score -381435.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -381446.781250 Penalty: 4010.553955
	Iteration 25Q: 3 clusters Score -381446.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -381459.406250 Penalty: 4010.553955
	Iteration 26Q: 3 clusters Score -381459.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -381468.687500 Penalty: 4010.553955
	Iteration 27Q: 3 clusters Score -381468.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -381477.781250 Penalty: 4010.553955
	Iteration 28Q: 3 clusters Score -381477.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -381485.031250 Penalty: 4010.553955
	Iteration 29Q: 3 clusters Score -381485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -381493.312500 Penalty: 4010.553955
	Iteration 30Q: 3 clusters Score -381493.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -381501.906250 Penalty: 4010.553955
	Iteration 31Q: 3 clusters Score -381501.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -381509.312500 Penalty: 4010.553955
	Iteration 32Q: 3 clusters Score -381509.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -381516.000000 Penalty: 4010.553955
	Iteration 33Q: 3 clusters Score -381516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -381520.718750 Penalty: 4010.553955
	Iteration 34Q: 3 clusters Score -381520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -381526.312500 Penalty: 4010.553955
	Iteration 35Q: 3 clusters Score -381526.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -381531.906250 Penalty: 4010.553955
	Iteration 36Q: 3 clusters Score -381531.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -381541.937500 Penalty: 4010.553955
	Iteration 37Q: 3 clusters Score -381541.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -381552.031250 Penalty: 4010.553955
	Iteration 38Q: 3 clusters Score -381552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -381560.375000 Penalty: 4010.553955
	Iteration 39Q: 3 clusters Score -381560.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -381566.687500 Penalty: 4010.553955
	Iteration 40F: 3 clusters Score -381566.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -381577.531250 Penalty: 4010.553955
	Iteration 41Q: 3 clusters Score -381577.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -381590.375000 Penalty: 4010.553955
	Iteration 42Q: 3 clusters Score -381590.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -381601.562500 Penalty: 4010.553955
	Iteration 43Q: 3 clusters Score -381601.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -381619.562500 Penalty: 4010.553955
	Iteration 44Q: 3 clusters Score -381619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -381637.312500 Penalty: 4010.553955
	Iteration 45Q: 3 clusters Score -381637.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -381655.593750 Penalty: 4010.553955
	Iteration 46Q: 3 clusters Score -381655.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -381671.500000 Penalty: 4010.553955
	Iteration 47Q: 3 clusters Score -381671.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -381688.500000 Penalty: 4010.553955
	Iteration 48Q: 3 clusters Score -381688.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -381707.625000 Penalty: 4010.553955
	Iteration 49Q: 3 clusters Score -381707.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -381726.156250 Penalty: 4010.553955
	Iteration 50Q: 3 clusters Score -381726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -381746.656250 Penalty: 4010.553955
	Iteration 51Q: 3 clusters Score -381746.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -381763.312500 Penalty: 4010.553955
	Iteration 52Q: 3 clusters Score -381763.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -381781.125000 Penalty: 4010.553955
	Iteration 53Q: 3 clusters Score -381781.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -381796.187500 Penalty: 4010.553955
	Iteration 54Q: 3 clusters Score -381796.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -381827.781250 Penalty: 4010.553955
	Iteration 55Q: 3 clusters Score -381827.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -381860.781250 Penalty: 4010.553955
	Iteration 56Q: 3 clusters Score -381860.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -381883.718750 Penalty: 4010.553955
	Iteration 57Q: 3 clusters Score -381883.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -381911.125000 Penalty: 4010.553955
	Iteration 58Q: 3 clusters Score -381911.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -381935.218750 Penalty: 4010.553955
	Iteration 59Q: 3 clusters Score -381935.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -381961.906250 Penalty: 4010.553955
	Iteration 60F: 3 clusters Score -381961.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -381985.875000 Penalty: 4010.553955
	Iteration 61Q: 3 clusters Score -381985.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -382007.937500 Penalty: 4010.553955
	Iteration 62Q: 3 clusters Score -382007.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -382028.312500 Penalty: 4010.553955
	Iteration 63Q: 3 clusters Score -382028.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -382051.312500 Penalty: 4010.553955
	Iteration 64Q: 3 clusters Score -382051.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -382078.125000 Penalty: 4010.553955
	Iteration 65Q: 3 clusters Score -382078.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -382098.625000 Penalty: 4010.553955
	Iteration 66Q: 3 clusters Score -382098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -382115.468750 Penalty: 4010.553955
	Iteration 67Q: 3 clusters Score -382115.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -382134.656250 Penalty: 4010.553955
	Iteration 68Q: 3 clusters Score -382134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -382144.312500 Penalty: 4010.553955
	Iteration 69Q: 3 clusters Score -382144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -382151.593750 Penalty: 4010.553955
	Iteration 70Q: 3 clusters Score -382151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -382158.937500 Penalty: 4010.553955
	Iteration 71Q: 3 clusters Score -382158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -382166.312500 Penalty: 4010.553955
	Iteration 72Q: 3 clusters Score -382166.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -382171.468750 Penalty: 4010.553955
	Iteration 73Q: 3 clusters Score -382171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -382179.531250 Penalty: 4010.553955
	Iteration 74Q: 3 clusters Score -382179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -382184.625000 Penalty: 4010.553955
	Iteration 75Q: 3 clusters Score -382184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -382187.968750 Penalty: 4010.553955
	Iteration 76Q: 3 clusters Score -382188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -382191.500000 Penalty: 4010.553955
	Iteration 77Q: 3 clusters Score -382191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -382195.968750 Penalty: 4010.553955
	Iteration 78Q: 3 clusters Score -382196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -382204.750000 Penalty: 4010.553955
	Iteration 79Q: 3 clusters Score -382204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -382213.968750 Penalty: 4010.553955
	Iteration 80F: 3 clusters Score -382214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -382220.968750 Penalty: 4010.553955
	Iteration 81Q: 3 clusters Score -382221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -382223.437500 Penalty: 4010.553955
	Iteration 82Q: 3 clusters Score -382223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -382228.375000 Penalty: 4010.553955
	Iteration 83Q: 3 clusters Score -382228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -382232.343750 Penalty: 4010.553955
	Iteration 84Q: 3 clusters Score -382232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -382236.781250 Penalty: 4010.553955
	Iteration 85Q: 3 clusters Score -382236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -382239.468750 Penalty: 4010.553955
	Iteration 86Q: 3 clusters Score -382239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -382241.187500 Penalty: 4010.553955
	Iteration 87Q: 3 clusters Score -382241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -382241.187500 Penalty: 4010.553955
	Iteration 88F: 3 clusters Score -382241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -110137.414062 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -110137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108254.671875 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -108254.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108713.234375 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -108713.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109031.257812 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -109031.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -109270.914062 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -109270.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -109451.632812 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -109451.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109657.468750 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -109657.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -109977.992188 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -109978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110200.945312 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -110200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110277.351562 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -110277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110306.640625 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -110306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110320.648438 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -110320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110324.546875 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -110324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110326.406250 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -110326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110328.101562 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -110328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110332.664062 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -110332.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110332.664062 Penalty: 3398.187744
	Iteration 15F: 3 clusters Score -110332.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43710 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 53564 members 
Mstep: Class 10 contains 209059 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156944 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21687 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166018 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 389 members 
Entering Unmasked Estep 
Score: -105732536.000000 Penalty: 74535.210938
Splitting cluster 3 changes total score from -105734112.000000 to -105732536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -213741.312500 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -213741.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -211305.781250 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -211305.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211748.109375 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -211748.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -211852.343750 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -211852.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -211907.203125 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -211907.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -211945.750000 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -211945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -211974.515625 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -211974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -211993.265625 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -211993.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -212004.453125 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -212004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -212010.468750 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -212010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -212015.515625 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -212015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -212018.500000 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -212018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -212022.546875 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -212022.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -212026.406250 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -212026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -212028.453125 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -212028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -212031.687500 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -212031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -212034.062500 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -212034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -212037.312500 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -212037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -212039.937500 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -212039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -212044.109375 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -212044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -212047.500000 Penalty: 3697.828125
	Iteration 19Q: 3 clusters Score -212047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -212048.968750 Penalty: 3697.828125
	Iteration 20F: 3 clusters Score -212049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -212054.890625 Penalty: 3697.828125
	Iteration 21Q: 3 clusters Score -212054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -212058.062500 Penalty: 3697.828125
	Iteration 22Q: 3 clusters Score -212058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -212062.625000 Penalty: 3697.828125
	Iteration 23Q: 3 clusters Score -212062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212065.531250 Penalty: 3697.828125
	Iteration 24Q: 3 clusters Score -212065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212067.078125 Penalty: 3697.828125
	Iteration 25Q: 3 clusters Score -212067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212068.812500 Penalty: 3697.828125
	Iteration 26Q: 3 clusters Score -212068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -212069.671875 Penalty: 3697.828125
	Iteration 27Q: 3 clusters Score -212069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -212069.984375 Penalty: 3697.828125
	Iteration 28Q: 3 clusters Score -212070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -212070.468750 Penalty: 3697.828125
	Iteration 29Q: 3 clusters Score -212070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -212070.640625 Penalty: 3697.828125
	Iteration 30Q: 3 clusters Score -212070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -212070.640625 Penalty: 3697.828125
	Iteration 31F: 3 clusters Score -212070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Entering Unmasked Estep 
Score: -5456219.500000 Penalty: 2649.962402
	Iteration 0F: 2 clusters Score -5456220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5426715.000000 Penalty: 5299.924805
	Iteration 0F: 3 clusters Score -5426715 nChanged 20070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5437698.500000 Penalty: 5299.924805
	Iteration 1F: 3 clusters Score -5437698 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5438093.000000 Penalty: 5299.924805
	Iteration 2Q: 3 clusters Score -5438093 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5438402.500000 Penalty: 5299.924805
	Iteration 3Q: 3 clusters Score -5438402 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -5438631.500000 Penalty: 5299.924805
	Iteration 4Q: 3 clusters Score -5438632 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5438846.500000 Penalty: 5299.924805
	Iteration 5Q: 3 clusters Score -5438846 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5439011.500000 Penalty: 5299.924805
	Iteration 6Q: 3 clusters Score -5439012 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5439159.500000 Penalty: 5299.924805
	Iteration 7Q: 3 clusters Score -5439160 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5439297.500000 Penalty: 5299.924805
	Iteration 8Q: 3 clusters Score -5439298 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -5439443.000000 Penalty: 5299.924805
	Iteration 9Q: 3 clusters Score -5439443 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5439557.500000 Penalty: 5299.924805
	Iteration 10Q: 3 clusters Score -5439558 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5439690.000000 Penalty: 5299.924805
	Iteration 11Q: 3 clusters Score -5439690 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5439810.000000 Penalty: 5299.924805
	Iteration 12Q: 3 clusters Score -5439810 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -5439906.000000 Penalty: 5299.924805
	Iteration 13Q: 3 clusters Score -5439906 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5440087.000000 Penalty: 5299.924805
	Iteration 14Q: 3 clusters Score -5440087 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -5440387.500000 Penalty: 5299.924805
	Iteration 15Q: 3 clusters Score -5440388 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5440843.500000 Penalty: 5299.924805
	Iteration 16Q: 3 clusters Score -5440844 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -5441572.000000 Penalty: 5299.924805
	Iteration 17Q: 3 clusters Score -5441572 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -5442876.000000 Penalty: 5299.924805
	Iteration 18F: 3 clusters Score -5442876 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5444849.000000 Penalty: 5299.924805
	Iteration 19F: 3 clusters Score -5444849 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5447455.000000 Penalty: 5299.924805
	Iteration 20F: 3 clusters Score -5447455 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5450140.500000 Penalty: 5299.924805
	Iteration 21F: 3 clusters Score -5450140 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5451994.000000 Penalty: 5299.924805
	Iteration 22Q: 3 clusters Score -5451994 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5453036.000000 Penalty: 5299.924805
	Iteration 23Q: 3 clusters Score -5453036 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -5453463.500000 Penalty: 5299.924805
	Iteration 24Q: 3 clusters Score -5453464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5453632.000000 Penalty: 5299.924805
	Iteration 25Q: 3 clusters Score -5453632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5453722.000000 Penalty: 5299.924805
	Iteration 26Q: 3 clusters Score -5453722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5453769.500000 Penalty: 5299.924805
	Iteration 27Q: 3 clusters Score -5453770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -5453825.500000 Penalty: 5299.924805
	Iteration 28Q: 3 clusters Score -5453826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5453850.000000 Penalty: 5299.924805
	Iteration 29Q: 3 clusters Score -5453850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5453867.000000 Penalty: 5299.924805
	Iteration 30Q: 3 clusters Score -5453867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -5453878.000000 Penalty: 5299.924805
	Iteration 31Q: 3 clusters Score -5453878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -5453892.500000 Penalty: 5299.924805
	Iteration 32Q: 3 clusters Score -5453892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5453891.000000 Penalty: 5299.924805
	Iteration 33Q: 3 clusters Score -5453891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5453894.500000 Penalty: 5299.924805
	Iteration 34Q: 3 clusters Score -5453894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5453898.500000 Penalty: 5299.924805
	Iteration 35Q: 3 clusters Score -5453898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5453896.000000 Penalty: 5299.924805
	Iteration 36Q: 3 clusters Score -5453896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5453896.000000 Penalty: 5299.924805
	Iteration 37F: 3 clusters Score -5453896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -202054.250000 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -202054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -199682.906250 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -199682.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -200298.765625 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -200298.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200541.953125 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -200542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -200699.015625 Penalty: 3702.112549
	Iteration 3F: 3 clusters Score -200699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200818.765625 Penalty: 3702.112549
	Iteration 4Q: 3 clusters Score -200818.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -200894.046875 Penalty: 3702.112549
	Iteration 5Q: 3 clusters Score -200894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200926.640625 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -200926.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -200936.234375 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -200936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -200944.921875 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -200944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200951.531250 Penalty: 3702.112549
	Iteration 9Q: 3 clusters Score -200951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200953.437500 Penalty: 3702.112549
	Iteration 10Q: 3 clusters Score -200953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200954.031250 Penalty: 3702.112549
	Iteration 11Q: 3 clusters Score -200954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200954.031250 Penalty: 3702.112549
	Iteration 12F: 3 clusters Score -200954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -153833.765625 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -153833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -151725.640625 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -151725.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152079.703125 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -152079.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152201.578125 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -152201.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152274.921875 Penalty: 3549.463623
	Iteration 3Q: 3 clusters Score -152274.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152313.359375 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -152313.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -152349.671875 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -152349.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152364.906250 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -152364.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152377.578125 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -152377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152393.000000 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -152393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152407.453125 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -152407.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152422.562500 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -152422.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152434.312500 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -152434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152439.218750 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -152439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152442.890625 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -152442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152444.218750 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -152444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152444.218750 Penalty: 3549.463623
	Iteration 15F: 3 clusters Score -152444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Entering Unmasked Estep 
Score: -1087119.125000 Penalty: 2246.875488
	Iteration 0F: 2 clusters Score -1087119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1080327.875000 Penalty: 4493.750977
	Iteration 0F: 3 clusters Score -1080328 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1082194.625000 Penalty: 4493.750977
	Iteration 1F: 3 clusters Score -1082195 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1082496.500000 Penalty: 4493.750977
	Iteration 2F: 3 clusters Score -1082496 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1082750.375000 Penalty: 4493.750977
	Iteration 3F: 3 clusters Score -1082750 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1082961.000000 Penalty: 4493.750977
	Iteration 4Q: 3 clusters Score -1082961 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1083160.000000 Penalty: 4493.750977
	Iteration 5Q: 3 clusters Score -1083160 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1083344.000000 Penalty: 4493.750977
	Iteration 6Q: 3 clusters Score -1083344 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1083554.500000 Penalty: 4493.750977
	Iteration 7Q: 3 clusters Score -1083554 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1083795.000000 Penalty: 4493.750977
	Iteration 8Q: 3 clusters Score -1083795 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1084035.750000 Penalty: 4493.750977
	Iteration 9Q: 3 clusters Score -1084036 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1084226.875000 Penalty: 4493.750977
	Iteration 10Q: 3 clusters Score -1084227 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1084429.250000 Penalty: 4493.750977
	Iteration 11Q: 3 clusters Score -1084429 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1084596.000000 Penalty: 4493.750977
	Iteration 12Q: 3 clusters Score -1084596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1084718.250000 Penalty: 4493.750977
	Iteration 13Q: 3 clusters Score -1084718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1084799.375000 Penalty: 4493.750977
	Iteration 14Q: 3 clusters Score -1084799 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1084860.500000 Penalty: 4493.750977
	Iteration 15Q: 3 clusters Score -1084860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1084896.375000 Penalty: 4493.750977
	Iteration 16Q: 3 clusters Score -1084896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1084924.000000 Penalty: 4493.750977
	Iteration 17Q: 3 clusters Score -1084924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1084942.125000 Penalty: 4493.750977
	Iteration 18Q: 3 clusters Score -1084942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1084957.375000 Penalty: 4493.750977
	Iteration 19Q: 3 clusters Score -1084957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1084980.125000 Penalty: 4493.750977
	Iteration 20F: 3 clusters Score -1084980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1084993.000000 Penalty: 4493.750977
	Iteration 21Q: 3 clusters Score -1084993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1085002.000000 Penalty: 4493.750977
	Iteration 22Q: 3 clusters Score -1085002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1085011.375000 Penalty: 4493.750977
	Iteration 23Q: 3 clusters Score -1085011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1085017.875000 Penalty: 4493.750977
	Iteration 24Q: 3 clusters Score -1085018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1085022.375000 Penalty: 4493.750977
	Iteration 25Q: 3 clusters Score -1085022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1085026.750000 Penalty: 4493.750977
	Iteration 26Q: 3 clusters Score -1085027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1085031.000000 Penalty: 4493.750977
	Iteration 27Q: 3 clusters Score -1085031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1085036.875000 Penalty: 4493.750977
	Iteration 28Q: 3 clusters Score -1085037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1085040.500000 Penalty: 4493.750977
	Iteration 29Q: 3 clusters Score -1085040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1085040.125000 Penalty: 4493.750977
	Iteration 30Q: 3 clusters Score -1085040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1085044.000000 Penalty: 4493.750977
	Iteration 31Q: 3 clusters Score -1085044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1085047.000000 Penalty: 4493.750977
	Iteration 32Q: 3 clusters Score -1085047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1085049.000000 Penalty: 4493.750977
	Iteration 33Q: 3 clusters Score -1085049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1085051.375000 Penalty: 4493.750977
	Iteration 34Q: 3 clusters Score -1085051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1085056.250000 Penalty: 4493.750977
	Iteration 35Q: 3 clusters Score -1085056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1085060.125000 Penalty: 4493.750977
	Iteration 36Q: 3 clusters Score -1085060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1085064.625000 Penalty: 4493.750977
	Iteration 37Q: 3 clusters Score -1085065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1085074.375000 Penalty: 4493.750977
	Iteration 38Q: 3 clusters Score -1085074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1085082.625000 Penalty: 4493.750977
	Iteration 39Q: 3 clusters Score -1085083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1085090.125000 Penalty: 4493.750977
	Iteration 40F: 3 clusters Score -1085090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1085097.375000 Penalty: 4493.750977
	Iteration 41Q: 3 clusters Score -1085097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1085109.500000 Penalty: 4493.750977
	Iteration 42Q: 3 clusters Score -1085110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1085116.250000 Penalty: 4493.750977
	Iteration 43Q: 3 clusters Score -1085116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1085125.125000 Penalty: 4493.750977
	Iteration 44Q: 3 clusters Score -1085125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1085133.625000 Penalty: 4493.750977
	Iteration 45Q: 3 clusters Score -1085134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1085139.000000 Penalty: 4493.750977
	Iteration 46Q: 3 clusters Score -1085139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1085143.000000 Penalty: 4493.750977
	Iteration 47Q: 3 clusters Score -1085143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1085144.375000 Penalty: 4493.750977
	Iteration 48Q: 3 clusters Score -1085144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1085150.625000 Penalty: 4493.750977
	Iteration 49Q: 3 clusters Score -1085151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1085156.875000 Penalty: 4493.750977
	Iteration 50Q: 3 clusters Score -1085157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1085160.750000 Penalty: 4493.750977
	Iteration 51Q: 3 clusters Score -1085161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1085164.625000 Penalty: 4493.750977
	Iteration 52Q: 3 clusters Score -1085165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1085168.750000 Penalty: 4493.750977
	Iteration 53Q: 3 clusters Score -1085169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1085172.375000 Penalty: 4493.750977
	Iteration 54Q: 3 clusters Score -1085172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1085178.250000 Penalty: 4493.750977
	Iteration 55Q: 3 clusters Score -1085178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1085185.125000 Penalty: 4493.750977
	Iteration 56Q: 3 clusters Score -1085185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1085191.250000 Penalty: 4493.750977
	Iteration 57Q: 3 clusters Score -1085191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1085197.250000 Penalty: 4493.750977
	Iteration 58Q: 3 clusters Score -1085197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1085203.375000 Penalty: 4493.750977
	Iteration 59Q: 3 clusters Score -1085203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1085206.125000 Penalty: 4493.750977
	Iteration 60F: 3 clusters Score -1085206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1085213.750000 Penalty: 4493.750977
	Iteration 61Q: 3 clusters Score -1085214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1085217.250000 Penalty: 4493.750977
	Iteration 62Q: 3 clusters Score -1085217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1085219.750000 Penalty: 4493.750977
	Iteration 63Q: 3 clusters Score -1085220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1085225.125000 Penalty: 4493.750977
	Iteration 64Q: 3 clusters Score -1085225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1085226.375000 Penalty: 4493.750977
	Iteration 65Q: 3 clusters Score -1085226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1085225.000000 Penalty: 4493.750977
	Iteration 66Q: 3 clusters Score -1085225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1085230.000000 Penalty: 4493.750977
	Iteration 67Q: 3 clusters Score -1085230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1085229.875000 Penalty: 4493.750977
	Iteration 68Q: 3 clusters Score -1085230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1085235.000000 Penalty: 4493.750977
	Iteration 69Q: 3 clusters Score -1085235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1085239.375000 Penalty: 4493.750977
	Iteration 70Q: 3 clusters Score -1085239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1085243.125000 Penalty: 4493.750977
	Iteration 71Q: 3 clusters Score -1085243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1085244.000000 Penalty: 4493.750977
	Iteration 72Q: 3 clusters Score -1085244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1085248.000000 Penalty: 4493.750977
	Iteration 73Q: 3 clusters Score -1085248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1085249.625000 Penalty: 4493.750977
	Iteration 74Q: 3 clusters Score -1085250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1085252.500000 Penalty: 4493.750977
	Iteration 75Q: 3 clusters Score -1085252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1085251.625000 Penalty: 4493.750977
	Iteration 76Q: 3 clusters Score -1085252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1085254.375000 Penalty: 4493.750977
	Iteration 77Q: 3 clusters Score -1085254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1085256.000000 Penalty: 4493.750977
	Iteration 78Q: 3 clusters Score -1085256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1085257.250000 Penalty: 4493.750977
	Iteration 79Q: 3 clusters Score -1085257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1085255.500000 Penalty: 4493.750977
	Iteration 80F: 3 clusters Score -1085256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1085256.625000 Penalty: 4493.750977
	Iteration 81Q: 3 clusters Score -1085257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1085258.375000 Penalty: 4493.750977
	Iteration 82Q: 3 clusters Score -1085258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1085258.000000 Penalty: 4493.750977
	Iteration 83Q: 3 clusters Score -1085258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1085257.875000 Penalty: 4493.750977
	Iteration 84Q: 3 clusters Score -1085258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1085258.750000 Penalty: 4493.750977
	Iteration 85Q: 3 clusters Score -1085259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1085259.250000 Penalty: 4493.750977
	Iteration 86Q: 3 clusters Score -1085259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1085257.750000 Penalty: 4493.750977
	Iteration 87Q: 3 clusters Score -1085258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1085260.000000 Penalty: 4493.750977
	Iteration 88Q: 3 clusters Score -1085260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1085260.625000 Penalty: 4493.750977
	Iteration 89Q: 3 clusters Score -1085261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1085259.875000 Penalty: 4493.750977
	Iteration 90Q: 3 clusters Score -1085260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1085260.875000 Penalty: 4493.750977
	Iteration 91Q: 3 clusters Score -1085261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1085261.250000 Penalty: 4493.750977
	Iteration 92Q: 3 clusters Score -1085261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1085260.750000 Penalty: 4493.750977
	Iteration 93Q: 3 clusters Score -1085261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1085259.750000 Penalty: 4493.750977
	Iteration 94Q: 3 clusters Score -1085260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1085259.750000 Penalty: 4493.750977
	Iteration 95F: 3 clusters Score -1085260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -6499141.500000 Penalty: 2700.380859
	Iteration 0F: 2 clusters Score -6499142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -6463169.500000 Penalty: 5400.761719
	Iteration 0F: 3 clusters Score -6463170 nChanged 24823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6476755.500000 Penalty: 5400.761719
	Iteration 1F: 3 clusters Score -6476756 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -6477316.000000 Penalty: 5400.761719
	Iteration 2Q: 3 clusters Score -6477316 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -6477907.500000 Penalty: 5400.761719
	Iteration 3Q: 3 clusters Score -6477908 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6478631.000000 Penalty: 5400.761719
	Iteration 4Q: 3 clusters Score -6478631 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -6479475.500000 Penalty: 5400.761719
	Iteration 5Q: 3 clusters Score -6479476 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -6480496.000000 Penalty: 5400.761719
	Iteration 6Q: 3 clusters Score -6480496 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -6481779.500000 Penalty: 5400.761719
	Iteration 7Q: 3 clusters Score -6481780 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -6483201.000000 Penalty: 5400.761719
	Iteration 8F: 3 clusters Score -6483201 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -6484660.000000 Penalty: 5400.761719
	Iteration 9F: 3 clusters Score -6484660 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -6486029.500000 Penalty: 5400.761719
	Iteration 10Q: 3 clusters Score -6486030 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -6487447.000000 Penalty: 5400.761719
	Iteration 11Q: 3 clusters Score -6487447 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -6489022.500000 Penalty: 5400.761719
	Iteration 12Q: 3 clusters Score -6489022 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -6491102.500000 Penalty: 5400.761719
	Iteration 13Q: 3 clusters Score -6491102 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6493490.000000 Penalty: 5400.761719
	Iteration 14Q: 3 clusters Score -6493490 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -6495169.500000 Penalty: 5400.761719
	Iteration 15Q: 3 clusters Score -6495170 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -6495932.000000 Penalty: 5400.761719
	Iteration 16Q: 3 clusters Score -6495932 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -6496357.500000 Penalty: 5400.761719
	Iteration 17Q: 3 clusters Score -6496358 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6496554.500000 Penalty: 5400.761719
	Iteration 18Q: 3 clusters Score -6496554 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -6496715.500000 Penalty: 5400.761719
	Iteration 19Q: 3 clusters Score -6496716 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -6496850.000000 Penalty: 5400.761719
	Iteration 20F: 3 clusters Score -6496850 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6496949.500000 Penalty: 5400.761719
	Iteration 21Q: 3 clusters Score -6496950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -6497021.500000 Penalty: 5400.761719
	Iteration 22Q: 3 clusters Score -6497022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6497065.000000 Penalty: 5400.761719
	Iteration 23Q: 3 clusters Score -6497065 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6497126.500000 Penalty: 5400.761719
	Iteration 24Q: 3 clusters Score -6497126 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6497160.500000 Penalty: 5400.761719
	Iteration 25Q: 3 clusters Score -6497160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6497191.000000 Penalty: 5400.761719
	Iteration 26Q: 3 clusters Score -6497191 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6497266.000000 Penalty: 5400.761719
	Iteration 27Q: 3 clusters Score -6497266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6497293.000000 Penalty: 5400.761719
	Iteration 28Q: 3 clusters Score -6497293 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6497308.000000 Penalty: 5400.761719
	Iteration 29Q: 3 clusters Score -6497308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6497305.500000 Penalty: 5400.761719
	Iteration 30Q: 3 clusters Score -6497306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6497323.000000 Penalty: 5400.761719
	Iteration 31Q: 3 clusters Score -6497323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6497349.000000 Penalty: 5400.761719
	Iteration 32Q: 3 clusters Score -6497349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6497373.000000 Penalty: 5400.761719
	Iteration 33Q: 3 clusters Score -6497373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6497403.000000 Penalty: 5400.761719
	Iteration 34Q: 3 clusters Score -6497403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6497415.000000 Penalty: 5400.761719
	Iteration 35Q: 3 clusters Score -6497415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6497419.000000 Penalty: 5400.761719
	Iteration 36Q: 3 clusters Score -6497419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6497423.500000 Penalty: 5400.761719
	Iteration 37Q: 3 clusters Score -6497424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6497420.500000 Penalty: 5400.761719
	Iteration 38Q: 3 clusters Score -6497420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6497424.500000 Penalty: 5400.761719
	Iteration 39Q: 3 clusters Score -6497424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6497422.000000 Penalty: 5400.761719
	Iteration 40F: 3 clusters Score -6497422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6497440.500000 Penalty: 5400.761719
	Iteration 41Q: 3 clusters Score -6497440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6497439.500000 Penalty: 5400.761719
	Iteration 42Q: 3 clusters Score -6497440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6497445.500000 Penalty: 5400.761719
	Iteration 43Q: 3 clusters Score -6497446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6497437.500000 Penalty: 5400.761719
	Iteration 44Q: 3 clusters Score -6497438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6497441.500000 Penalty: 5400.761719
	Iteration 45Q: 3 clusters Score -6497442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6497445.000000 Penalty: 5400.761719
	Iteration 46Q: 3 clusters Score -6497445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6497456.000000 Penalty: 5400.761719
	Iteration 47Q: 3 clusters Score -6497456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6497456.000000 Penalty: 5400.761719
	Iteration 48Q: 3 clusters Score -6497456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6497468.500000 Penalty: 5400.761719
	Iteration 49Q: 3 clusters Score -6497468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6497465.500000 Penalty: 5400.761719
	Iteration 50Q: 3 clusters Score -6497466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6497475.000000 Penalty: 5400.761719
	Iteration 51Q: 3 clusters Score -6497475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6497480.000000 Penalty: 5400.761719
	Iteration 52Q: 3 clusters Score -6497480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6497473.500000 Penalty: 5400.761719
	Iteration 53Q: 3 clusters Score -6497474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6497470.000000 Penalty: 5400.761719
	Iteration 54Q: 3 clusters Score -6497470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6497470.500000 Penalty: 5400.761719
	Iteration 55Q: 3 clusters Score -6497470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6497473.000000 Penalty: 5400.761719
	Iteration 56Q: 3 clusters Score -6497473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6497465.500000 Penalty: 5400.761719
	Iteration 57Q: 3 clusters Score -6497466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6497459.000000 Penalty: 5400.761719
	Iteration 58Q: 3 clusters Score -6497459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6497460.000000 Penalty: 5400.761719
	Iteration 59Q: 3 clusters Score -6497460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6497464.000000 Penalty: 5400.761719
	Iteration 60F: 3 clusters Score -6497464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6497467.500000 Penalty: 5400.761719
	Iteration 61Q: 3 clusters Score -6497468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6497471.000000 Penalty: 5400.761719
	Iteration 62Q: 3 clusters Score -6497471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6497473.500000 Penalty: 5400.761719
	Iteration 63Q: 3 clusters Score -6497474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6497474.500000 Penalty: 5400.761719
	Iteration 64Q: 3 clusters Score -6497474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6497483.500000 Penalty: 5400.761719
	Iteration 65Q: 3 clusters Score -6497484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6497489.500000 Penalty: 5400.761719
	Iteration 66Q: 3 clusters Score -6497490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6497486.000000 Penalty: 5400.761719
	Iteration 67Q: 3 clusters Score -6497486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6497491.000000 Penalty: 5400.761719
	Iteration 68Q: 3 clusters Score -6497491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6497485.000000 Penalty: 5400.761719
	Iteration 69Q: 3 clusters Score -6497485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6497485.000000 Penalty: 5400.761719
	Iteration 70F: 3 clusters Score -6497485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (209059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209059 members 
Entering Unmasked Estep 
Score: -26190790.000000 Penalty: 3038.092285
	Iteration 0F: 2 clusters Score -2.619079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104196 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -26063004.000000 Penalty: 6076.184570
	Iteration 0F: 3 clusters Score -2.6063e+07 nChanged 100551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -26122062.000000 Penalty: 6076.184570
	Iteration 1F: 3 clusters Score -2.612206e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -26123226.000000 Penalty: 6076.184570
	Iteration 2Q: 3 clusters Score -2.612323e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -26124804.000000 Penalty: 6076.184570
	Iteration 3Q: 3 clusters Score -2.61248e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -26127624.000000 Penalty: 6076.184570
	Iteration 4Q: 3 clusters Score -2.612762e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -26132786.000000 Penalty: 6076.184570
	Iteration 5Q: 3 clusters Score -2.613279e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 142215 members 
Entering Unmasked Estep 
Score: -26141306.000000 Penalty: 6076.184570
	Iteration 6F: 3 clusters Score -2.614131e+07 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -26153260.000000 Penalty: 6076.184570
	Iteration 7F: 3 clusters Score -2.615326e+07 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -26165770.000000 Penalty: 6076.184570
	Iteration 8F: 3 clusters Score -2.616577e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -26174702.000000 Penalty: 6076.184570
	Iteration 9F: 3 clusters Score -2.61747e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -26180962.000000 Penalty: 6076.184570
	Iteration 10Q: 3 clusters Score -2.618096e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 202838 members 
Entering Unmasked Estep 
Score: -26184360.000000 Penalty: 6076.184570
	Iteration 11Q: 3 clusters Score -2.618436e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 206051 members 
Entering Unmasked Estep 
Score: -26186414.000000 Penalty: 6076.184570
	Iteration 12Q: 3 clusters Score -2.618641e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 207610 members 
Entering Unmasked Estep 
Score: -26187314.000000 Penalty: 6076.184570
	Iteration 13Q: 3 clusters Score -2.618731e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 208246 members 
Entering Unmasked Estep 
Score: -26187640.000000 Penalty: 6076.184570
	Iteration 14Q: 3 clusters Score -2.618764e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 208505 members 
Entering Unmasked Estep 
Score: -26187814.000000 Penalty: 6076.184570
	Iteration 15Q: 3 clusters Score -2.618781e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 208614 members 
Entering Unmasked Estep 
Score: -26187900.000000 Penalty: 6076.184570
	Iteration 16Q: 3 clusters Score -2.61879e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 208684 members 
Entering Unmasked Estep 
Score: -26187968.000000 Penalty: 6076.184570
	Iteration 17Q: 3 clusters Score -2.618797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208728 members 
Entering Unmasked Estep 
Score: -26188006.000000 Penalty: 6076.184570
	Iteration 18Q: 3 clusters Score -2.618801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208750 members 
Entering Unmasked Estep 
Score: -26188048.000000 Penalty: 6076.184570
	Iteration 19Q: 3 clusters Score -2.618805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 208770 members 
Entering Unmasked Estep 
Score: -26188082.000000 Penalty: 6076.184570
	Iteration 20F: 3 clusters Score -2.618808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 208781 members 
Entering Unmasked Estep 
Score: -26188114.000000 Penalty: 6076.184570
	Iteration 21Q: 3 clusters Score -2.618811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208786 members 
Entering Unmasked Estep 
Score: -26188110.000000 Penalty: 6076.184570
	Iteration 22Q: 3 clusters Score -2.618811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208789 members 
Entering Unmasked Estep 
Score: -26188124.000000 Penalty: 6076.184570
	Iteration 23Q: 3 clusters Score -2.618812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 208791 members 
Entering Unmasked Estep 
Score: -26188124.000000 Penalty: 6076.184570
	Iteration 24Q: 3 clusters Score -2.618812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 208791 members 
Entering Unmasked Estep 
Score: -26188124.000000 Penalty: 6076.184570
	Iteration 25F: 3 clusters Score -2.618812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 264 members 
Entering Unmasked Estep 
Score: -64594.621094 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64594.62 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64838.941406 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64838.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64945.367188 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -64945.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64981.996094 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65002.617188 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -65002.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65018.699219 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -65018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65029.027344 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -65029.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65032.500000 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -65032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65034.800781 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -65034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65034.800781 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -65034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104359.953125 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104360 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104804.617188 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104804.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105127.351562 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105127.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105434.828125 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105434.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105860.312500 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -105860.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106253.929688 Penalty: 3421.762451
	Iteration 5F: 3 clusters Score -106253.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -106712.742188 Penalty: 3421.762451
	Iteration 6F: 3 clusters Score -106712.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106968.570312 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -106968.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107058.875000 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -107058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107066.679688 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -107066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107069.828125 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -107069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107072.414062 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -107072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107074.429688 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -107074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107076.734375 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -107076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107076.734375 Penalty: 3421.762451
	Iteration 14F: 3 clusters Score -107076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43710 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 53564 members 
Mstep: Class 10 contains 209059 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 499 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156944 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21687 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166018 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 492 members 
Entering Unmasked Estep 
Score: -105733184.000000 Penalty: 74535.210938
Splitting cluster 12 changes total score from -105734112.000000 to -105733184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (14237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Entering Unmasked Estep 
Score: -1806814.625000 Penalty: 2371.772705
	Iteration 0F: 2 clusters Score -1806815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1796525.000000 Penalty: 4743.545410
	Iteration 0F: 3 clusters Score -1796525 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1799653.625000 Penalty: 4743.545410
	Iteration 1F: 3 clusters Score -1799654 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1800046.625000 Penalty: 4743.545410
	Iteration 2F: 3 clusters Score -1800047 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1800376.375000 Penalty: 4743.545410
	Iteration 3F: 3 clusters Score -1800376 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1800680.000000 Penalty: 4743.545410
	Iteration 4Q: 3 clusters Score -1800680 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1800979.500000 Penalty: 4743.545410
	Iteration 5Q: 3 clusters Score -1800980 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1801270.625000 Penalty: 4743.545410
	Iteration 6Q: 3 clusters Score -1801271 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1801610.500000 Penalty: 4743.545410
	Iteration 7Q: 3 clusters Score -1801610 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1801964.000000 Penalty: 4743.545410
	Iteration 8Q: 3 clusters Score -1801964 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1802295.625000 Penalty: 4743.545410
	Iteration 9Q: 3 clusters Score -1802296 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1802618.875000 Penalty: 4743.545410
	Iteration 10Q: 3 clusters Score -1802619 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1802948.500000 Penalty: 4743.545410
	Iteration 11Q: 3 clusters Score -1802948 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1803231.500000 Penalty: 4743.545410
	Iteration 12Q: 3 clusters Score -1803232 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1803461.250000 Penalty: 4743.545410
	Iteration 13Q: 3 clusters Score -1803461 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1803612.125000 Penalty: 4743.545410
	Iteration 14Q: 3 clusters Score -1803612 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1803699.500000 Penalty: 4743.545410
	Iteration 15Q: 3 clusters Score -1803700 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1803753.375000 Penalty: 4743.545410
	Iteration 16Q: 3 clusters Score -1803753 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1803783.000000 Penalty: 4743.545410
	Iteration 17Q: 3 clusters Score -1803783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1803800.000000 Penalty: 4743.545410
	Iteration 18Q: 3 clusters Score -1803800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1803821.875000 Penalty: 4743.545410
	Iteration 19Q: 3 clusters Score -1803822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1803832.250000 Penalty: 4743.545410
	Iteration 20F: 3 clusters Score -1803832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1803834.500000 Penalty: 4743.545410
	Iteration 21Q: 3 clusters Score -1803834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1803847.250000 Penalty: 4743.545410
	Iteration 22Q: 3 clusters Score -1803847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1803851.250000 Penalty: 4743.545410
	Iteration 23Q: 3 clusters Score -1803851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1803863.500000 Penalty: 4743.545410
	Iteration 24Q: 3 clusters Score -1803864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1803868.625000 Penalty: 4743.545410
	Iteration 25Q: 3 clusters Score -1803869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1803870.375000 Penalty: 4743.545410
	Iteration 26Q: 3 clusters Score -1803870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1803878.375000 Penalty: 4743.545410
	Iteration 27Q: 3 clusters Score -1803878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1803883.625000 Penalty: 4743.545410
	Iteration 28Q: 3 clusters Score -1803884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1803890.500000 Penalty: 4743.545410
	Iteration 29Q: 3 clusters Score -1803890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1803893.875000 Penalty: 4743.545410
	Iteration 30Q: 3 clusters Score -1803894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1803890.375000 Penalty: 4743.545410
	Iteration 31Q: 3 clusters Score -1803890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1803900.250000 Penalty: 4743.545410
	Iteration 32Q: 3 clusters Score -1803900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1803903.500000 Penalty: 4743.545410
	Iteration 33Q: 3 clusters Score -1803904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1803907.250000 Penalty: 4743.545410
	Iteration 34Q: 3 clusters Score -1803907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1803907.250000 Penalty: 4743.545410
	Iteration 35Q: 3 clusters Score -1803907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1803907.375000 Penalty: 4743.545410
	Iteration 36Q: 3 clusters Score -1803907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1803906.000000 Penalty: 4743.545410
	Iteration 37Q: 3 clusters Score -1803906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1803908.000000 Penalty: 4743.545410
	Iteration 38Q: 3 clusters Score -1803908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1803909.500000 Penalty: 4743.545410
	Iteration 39Q: 3 clusters Score -1803910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1803907.375000 Penalty: 4743.545410
	Iteration 40F: 3 clusters Score -1803907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1803910.625000 Penalty: 4743.545410
	Iteration 41Q: 3 clusters Score -1803911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1803911.750000 Penalty: 4743.545410
	Iteration 42Q: 3 clusters Score -1803912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1803914.375000 Penalty: 4743.545410
	Iteration 43Q: 3 clusters Score -1803914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1803910.875000 Penalty: 4743.545410
	Iteration 44Q: 3 clusters Score -1803911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1803914.250000 Penalty: 4743.545410
	Iteration 45Q: 3 clusters Score -1803914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1803914.250000 Penalty: 4743.545410
	Iteration 46Q: 3 clusters Score -1803914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1803913.125000 Penalty: 4743.545410
	Iteration 47Q: 3 clusters Score -1803913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1803916.000000 Penalty: 4743.545410
	Iteration 48Q: 3 clusters Score -1803916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1803917.000000 Penalty: 4743.545410
	Iteration 49Q: 3 clusters Score -1803917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1803921.625000 Penalty: 4743.545410
	Iteration 50Q: 3 clusters Score -1803922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1803920.875000 Penalty: 4743.545410
	Iteration 51Q: 3 clusters Score -1803921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1803922.375000 Penalty: 4743.545410
	Iteration 52Q: 3 clusters Score -1803922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1803925.250000 Penalty: 4743.545410
	Iteration 53Q: 3 clusters Score -1803925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1803925.625000 Penalty: 4743.545410
	Iteration 54Q: 3 clusters Score -1803926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1803928.375000 Penalty: 4743.545410
	Iteration 55Q: 3 clusters Score -1803928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1803928.625000 Penalty: 4743.545410
	Iteration 56Q: 3 clusters Score -1803929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1803929.125000 Penalty: 4743.545410
	Iteration 57Q: 3 clusters Score -1803929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1803929.625000 Penalty: 4743.545410
	Iteration 58Q: 3 clusters Score -1803930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1803927.625000 Penalty: 4743.545410
	Iteration 59Q: 3 clusters Score -1803928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1803930.250000 Penalty: 4743.545410
	Iteration 60F: 3 clusters Score -1803930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1803931.750000 Penalty: 4743.545410
	Iteration 61Q: 3 clusters Score -1803932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1803929.750000 Penalty: 4743.545410
	Iteration 62Q: 3 clusters Score -1803930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1803930.500000 Penalty: 4743.545410
	Iteration 63Q: 3 clusters Score -1803930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1803930.500000 Penalty: 4743.545410
	Iteration 64F: 3 clusters Score -1803930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Entering Unmasked Estep 
Score: -20676924.000000 Penalty: 2978.503418
	Iteration 0F: 2 clusters Score -2.067692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -20571768.000000 Penalty: 5957.006836
	Iteration 0F: 3 clusters Score -2.057177e+07 nChanged 78914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -20617310.000000 Penalty: 5957.006836
	Iteration 1F: 3 clusters Score -2.061731e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -20618388.000000 Penalty: 5957.006836
	Iteration 2Q: 3 clusters Score -2.061839e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -20620210.000000 Penalty: 5957.006836
	Iteration 3Q: 3 clusters Score -2.062021e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -20622748.000000 Penalty: 5957.006836
	Iteration 4Q: 3 clusters Score -2.062275e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -20627510.000000 Penalty: 5957.006836
	Iteration 5F: 3 clusters Score -2.062751e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -20635818.000000 Penalty: 5957.006836
	Iteration 6F: 3 clusters Score -2.063582e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -20647898.000000 Penalty: 5957.006836
	Iteration 7F: 3 clusters Score -2.06479e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144792 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -20660670.000000 Penalty: 5957.006836
	Iteration 8F: 3 clusters Score -2.066067e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -20668938.000000 Penalty: 5957.006836
	Iteration 9F: 3 clusters Score -2.066894e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159948 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -20672274.000000 Penalty: 5957.006836
	Iteration 10Q: 3 clusters Score -2.067227e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162247 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20673472.000000 Penalty: 5957.006836
	Iteration 11Q: 3 clusters Score -2.067347e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163131 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20673860.000000 Penalty: 5957.006836
	Iteration 12Q: 3 clusters Score -2.067386e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -20674042.000000 Penalty: 5957.006836
	Iteration 13Q: 3 clusters Score -2.067404e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20674228.000000 Penalty: 5957.006836
	Iteration 14Q: 3 clusters Score -2.067423e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163802 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20674336.000000 Penalty: 5957.006836
	Iteration 15Q: 3 clusters Score -2.067434e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163850 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20674394.000000 Penalty: 5957.006836
	Iteration 16Q: 3 clusters Score -2.067439e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20674428.000000 Penalty: 5957.006836
	Iteration 17Q: 3 clusters Score -2.067443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20674460.000000 Penalty: 5957.006836
	Iteration 18Q: 3 clusters Score -2.067446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20674482.000000 Penalty: 5957.006836
	Iteration 19Q: 3 clusters Score -2.067448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20674514.000000 Penalty: 5957.006836
	Iteration 20F: 3 clusters Score -2.067451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20674500.000000 Penalty: 5957.006836
	Iteration 21Q: 3 clusters Score -2.06745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20674508.000000 Penalty: 5957.006836
	Iteration 22Q: 3 clusters Score -2.067451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20674526.000000 Penalty: 5957.006836
	Iteration 23Q: 3 clusters Score -2.067453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163974 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20674530.000000 Penalty: 5957.006836
	Iteration 24Q: 3 clusters Score -2.067453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20674534.000000 Penalty: 5957.006836
	Iteration 25Q: 3 clusters Score -2.067453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20674524.000000 Penalty: 5957.006836
	Iteration 26Q: 3 clusters Score -2.067452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20674528.000000 Penalty: 5957.006836
	Iteration 27Q: 3 clusters Score -2.067453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20674540.000000 Penalty: 5957.006836
	Iteration 28Q: 3 clusters Score -2.067454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20674540.000000 Penalty: 5957.006836
	Iteration 29F: 3 clusters Score -2.067454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29319.326172 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29319.33 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29812.341797 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29812.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30197.115234 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -30197.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -30331.921875 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -30331.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -30381.966797 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -30381.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -30414.789062 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -30414.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -30458.998047 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -30459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -30479.970703 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -30479.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30509.009766 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -30509.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30535.789062 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -30535.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30535.789062 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -30535.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43710 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 53564 members 
Mstep: Class 10 contains 209059 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 156944 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21687 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166018 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 81 members 
Entering Unmasked Estep 
Score: -105732296.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105734112.000000 to -105732296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (156944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Entering Unmasked Estep 
Score: -19818986.000000 Penalty: 2966.983643
	Iteration 0F: 2 clusters Score -1.981899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -19717082.000000 Penalty: 5933.967285
	Iteration 0F: 3 clusters Score -1.971708e+07 nChanged 75174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -19760406.000000 Penalty: 5933.967285
	Iteration 1F: 3 clusters Score -1.976041e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -19761234.000000 Penalty: 5933.967285
	Iteration 2Q: 3 clusters Score -1.976123e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -19762338.000000 Penalty: 5933.967285
	Iteration 3Q: 3 clusters Score -1.976234e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -19763648.000000 Penalty: 5933.967285
	Iteration 4Q: 3 clusters Score -1.976365e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -19765540.000000 Penalty: 5933.967285
	Iteration 5Q: 3 clusters Score -1.976554e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -19768156.000000 Penalty: 5933.967285
	Iteration 6Q: 3 clusters Score -1.976816e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -19771348.000000 Penalty: 5933.967285
	Iteration 7Q: 3 clusters Score -1.977135e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -19776338.000000 Penalty: 5933.967285
	Iteration 8F: 3 clusters Score -1.977634e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -19783252.000000 Penalty: 5933.967285
	Iteration 9F: 3 clusters Score -1.978325e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -19790980.000000 Penalty: 5933.967285
	Iteration 10F: 3 clusters Score -1.979098e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -19797056.000000 Penalty: 5933.967285
	Iteration 11F: 3 clusters Score -1.979706e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -19799780.000000 Penalty: 5933.967285
	Iteration 12Q: 3 clusters Score -1.979978e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -19800838.000000 Penalty: 5933.967285
	Iteration 13Q: 3 clusters Score -1.980084e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -19801332.000000 Penalty: 5933.967285
	Iteration 14Q: 3 clusters Score -1.980133e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -19801704.000000 Penalty: 5933.967285
	Iteration 15Q: 3 clusters Score -1.98017e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -19802156.000000 Penalty: 5933.967285
	Iteration 16Q: 3 clusters Score -1.980216e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -19802518.000000 Penalty: 5933.967285
	Iteration 17Q: 3 clusters Score -1.980252e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -19802920.000000 Penalty: 5933.967285
	Iteration 18Q: 3 clusters Score -1.980292e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -19803276.000000 Penalty: 5933.967285
	Iteration 19Q: 3 clusters Score -1.980328e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -19803630.000000 Penalty: 5933.967285
	Iteration 20F: 3 clusters Score -1.980363e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -19803920.000000 Penalty: 5933.967285
	Iteration 21Q: 3 clusters Score -1.980392e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -19804210.000000 Penalty: 5933.967285
	Iteration 22Q: 3 clusters Score -1.980421e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -19804444.000000 Penalty: 5933.967285
	Iteration 23Q: 3 clusters Score -1.980444e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -19804630.000000 Penalty: 5933.967285
	Iteration 24Q: 3 clusters Score -1.980463e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -19804758.000000 Penalty: 5933.967285
	Iteration 25Q: 3 clusters Score -1.980476e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -19804900.000000 Penalty: 5933.967285
	Iteration 26Q: 3 clusters Score -1.98049e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -19805068.000000 Penalty: 5933.967285
	Iteration 27Q: 3 clusters Score -1.980507e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -19805100.000000 Penalty: 5933.967285
	Iteration 28Q: 3 clusters Score -1.98051e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -19805054.000000 Penalty: 5933.967285
	Iteration 29Q: 3 clusters Score -1.980505e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -19805112.000000 Penalty: 5933.967285
	Iteration 30Q: 3 clusters Score -1.980511e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -19805104.000000 Penalty: 5933.967285
	Iteration 31Q: 3 clusters Score -1.98051e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -19805218.000000 Penalty: 5933.967285
	Iteration 32Q: 3 clusters Score -1.980522e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -19805314.000000 Penalty: 5933.967285
	Iteration 33Q: 3 clusters Score -1.980531e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19805320.000000 Penalty: 5933.967285
	Iteration 34Q: 3 clusters Score -1.980532e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -19805340.000000 Penalty: 5933.967285
	Iteration 35Q: 3 clusters Score -1.980534e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -19805324.000000 Penalty: 5933.967285
	Iteration 36Q: 3 clusters Score -1.980532e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -19805310.000000 Penalty: 5933.967285
	Iteration 37Q: 3 clusters Score -1.980531e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -19805334.000000 Penalty: 5933.967285
	Iteration 38Q: 3 clusters Score -1.980533e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -19805352.000000 Penalty: 5933.967285
	Iteration 39Q: 3 clusters Score -1.980535e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -19805322.000000 Penalty: 5933.967285
	Iteration 40F: 3 clusters Score -1.980532e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -19805322.000000 Penalty: 5933.967285
	Iteration 41Q: 3 clusters Score -1.980532e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 70521 members 
Entering Unmasked Estep 
Score: -19805374.000000 Penalty: 5933.967285
	Iteration 42Q: 3 clusters Score -1.980537e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -19805398.000000 Penalty: 5933.967285
	Iteration 43Q: 3 clusters Score -1.98054e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -19805408.000000 Penalty: 5933.967285
	Iteration 44Q: 3 clusters Score -1.980541e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -19805400.000000 Penalty: 5933.967285
	Iteration 45Q: 3 clusters Score -1.98054e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -19805410.000000 Penalty: 5933.967285
	Iteration 46Q: 3 clusters Score -1.980541e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -19805424.000000 Penalty: 5933.967285
	Iteration 47Q: 3 clusters Score -1.980542e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -19805500.000000 Penalty: 5933.967285
	Iteration 48Q: 3 clusters Score -1.98055e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -19805492.000000 Penalty: 5933.967285
	Iteration 49Q: 3 clusters Score -1.980549e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -19805510.000000 Penalty: 5933.967285
	Iteration 50Q: 3 clusters Score -1.980551e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -19805524.000000 Penalty: 5933.967285
	Iteration 51Q: 3 clusters Score -1.980552e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -19805560.000000 Penalty: 5933.967285
	Iteration 52Q: 3 clusters Score -1.980556e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -19805564.000000 Penalty: 5933.967285
	Iteration 53Q: 3 clusters Score -1.980556e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -19805554.000000 Penalty: 5933.967285
	Iteration 54Q: 3 clusters Score -1.980555e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -19805560.000000 Penalty: 5933.967285
	Iteration 55Q: 3 clusters Score -1.980556e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -19805606.000000 Penalty: 5933.967285
	Iteration 56Q: 3 clusters Score -1.980561e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -19805642.000000 Penalty: 5933.967285
	Iteration 57Q: 3 clusters Score -1.980564e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -19805714.000000 Penalty: 5933.967285
	Iteration 58Q: 3 clusters Score -1.980571e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -19805726.000000 Penalty: 5933.967285
	Iteration 59Q: 3 clusters Score -1.980573e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -19805704.000000 Penalty: 5933.967285
	Iteration 60F: 3 clusters Score -1.98057e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -19805790.000000 Penalty: 5933.967285
	Iteration 61Q: 3 clusters Score -1.980579e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -19805804.000000 Penalty: 5933.967285
	Iteration 62Q: 3 clusters Score -1.98058e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -19805808.000000 Penalty: 5933.967285
	Iteration 63Q: 3 clusters Score -1.980581e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -19805792.000000 Penalty: 5933.967285
	Iteration 64Q: 3 clusters Score -1.980579e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -19805800.000000 Penalty: 5933.967285
	Iteration 65Q: 3 clusters Score -1.98058e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -19805800.000000 Penalty: 5933.967285
	Iteration 66Q: 3 clusters Score -1.98058e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -19805824.000000 Penalty: 5933.967285
	Iteration 67Q: 3 clusters Score -1.980582e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -19805818.000000 Penalty: 5933.967285
	Iteration 68Q: 3 clusters Score -1.980582e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -19805790.000000 Penalty: 5933.967285
	Iteration 69Q: 3 clusters Score -1.980579e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -19805770.000000 Penalty: 5933.967285
	Iteration 70Q: 3 clusters Score -1.980577e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -19805852.000000 Penalty: 5933.967285
	Iteration 71Q: 3 clusters Score -1.980585e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -19805872.000000 Penalty: 5933.967285
	Iteration 72Q: 3 clusters Score -1.980587e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -19805922.000000 Penalty: 5933.967285
	Iteration 73Q: 3 clusters Score -1.980592e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -19805972.000000 Penalty: 5933.967285
	Iteration 74Q: 3 clusters Score -1.980597e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -19806010.000000 Penalty: 5933.967285
	Iteration 75Q: 3 clusters Score -1.980601e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -19806122.000000 Penalty: 5933.967285
	Iteration 76Q: 3 clusters Score -1.980612e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -19806136.000000 Penalty: 5933.967285
	Iteration 77Q: 3 clusters Score -1.980614e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -19806152.000000 Penalty: 5933.967285
	Iteration 78Q: 3 clusters Score -1.980615e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -19806188.000000 Penalty: 5933.967285
	Iteration 79Q: 3 clusters Score -1.980619e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -19806216.000000 Penalty: 5933.967285
	Iteration 80F: 3 clusters Score -1.980622e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -19806272.000000 Penalty: 5933.967285
	Iteration 81Q: 3 clusters Score -1.980627e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -19806262.000000 Penalty: 5933.967285
	Iteration 82Q: 3 clusters Score -1.980626e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -19806304.000000 Penalty: 5933.967285
	Iteration 83Q: 3 clusters Score -1.98063e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -19806342.000000 Penalty: 5933.967285
	Iteration 84Q: 3 clusters Score -1.980634e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102436 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -19806300.000000 Penalty: 5933.967285
	Iteration 85Q: 3 clusters Score -1.98063e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -19806312.000000 Penalty: 5933.967285
	Iteration 86Q: 3 clusters Score -1.980631e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -19806358.000000 Penalty: 5933.967285
	Iteration 87Q: 3 clusters Score -1.980636e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -19806404.000000 Penalty: 5933.967285
	Iteration 88Q: 3 clusters Score -1.98064e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -19806448.000000 Penalty: 5933.967285
	Iteration 89Q: 3 clusters Score -1.980645e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -19806564.000000 Penalty: 5933.967285
	Iteration 90Q: 3 clusters Score -1.980656e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -19806744.000000 Penalty: 5933.967285
	Iteration 91Q: 3 clusters Score -1.980674e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -19806798.000000 Penalty: 5933.967285
	Iteration 92Q: 3 clusters Score -1.98068e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -19806896.000000 Penalty: 5933.967285
	Iteration 93Q: 3 clusters Score -1.98069e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110567 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -19806986.000000 Penalty: 5933.967285
	Iteration 94Q: 3 clusters Score -1.980699e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -19807050.000000 Penalty: 5933.967285
	Iteration 95Q: 3 clusters Score -1.980705e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -19807246.000000 Penalty: 5933.967285
	Iteration 96Q: 3 clusters Score -1.980725e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -19807330.000000 Penalty: 5933.967285
	Iteration 97Q: 3 clusters Score -1.980733e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -19807636.000000 Penalty: 5933.967285
	Iteration 98Q: 3 clusters Score -1.980764e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -19807818.000000 Penalty: 5933.967285
	Iteration 99Q: 3 clusters Score -1.980782e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118295 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -19808084.000000 Penalty: 5933.967285
	Iteration 100F: 3 clusters Score -1.980808e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119749 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -19808380.000000 Penalty: 5933.967285
	Iteration 101Q: 3 clusters Score -1.980838e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -19808648.000000 Penalty: 5933.967285
	Iteration 102Q: 3 clusters Score -1.980865e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -19808938.000000 Penalty: 5933.967285
	Iteration 103Q: 3 clusters Score -1.980894e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -19809260.000000 Penalty: 5933.967285
	Iteration 104Q: 3 clusters Score -1.980926e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126050 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -19809616.000000 Penalty: 5933.967285
	Iteration 105Q: 3 clusters Score -1.980962e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127715 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -19809968.000000 Penalty: 5933.967285
	Iteration 106Q: 3 clusters Score -1.980997e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129438 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -19810374.000000 Penalty: 5933.967285
	Iteration 107Q: 3 clusters Score -1.981037e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131280 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -19810884.000000 Penalty: 5933.967285
	Iteration 108Q: 3 clusters Score -1.981088e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133094 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -19811466.000000 Penalty: 5933.967285
	Iteration 109Q: 3 clusters Score -1.981147e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -19812008.000000 Penalty: 5933.967285
	Iteration 110Q: 3 clusters Score -1.981201e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -19812472.000000 Penalty: 5933.967285
	Iteration 111Q: 3 clusters Score -1.981247e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -19812978.000000 Penalty: 5933.967285
	Iteration 112Q: 3 clusters Score -1.981298e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -19813478.000000 Penalty: 5933.967285
	Iteration 113Q: 3 clusters Score -1.981348e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141937 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -19813992.000000 Penalty: 5933.967285
	Iteration 114Q: 3 clusters Score -1.981399e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143535 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -19814570.000000 Penalty: 5933.967285
	Iteration 115Q: 3 clusters Score -1.981457e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -19815070.000000 Penalty: 5933.967285
	Iteration 116Q: 3 clusters Score -1.981507e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -19815438.000000 Penalty: 5933.967285
	Iteration 117Q: 3 clusters Score -1.981544e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -19815768.000000 Penalty: 5933.967285
	Iteration 118Q: 3 clusters Score -1.981577e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -19816156.000000 Penalty: 5933.967285
	Iteration 119Q: 3 clusters Score -1.981616e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -19816316.000000 Penalty: 5933.967285
	Iteration 120F: 3 clusters Score -1.981632e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -19816448.000000 Penalty: 5933.967285
	Iteration 121Q: 3 clusters Score -1.981645e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -19816530.000000 Penalty: 5933.967285
	Iteration 122Q: 3 clusters Score -1.981653e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -19816640.000000 Penalty: 5933.967285
	Iteration 123Q: 3 clusters Score -1.981664e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -19816710.000000 Penalty: 5933.967285
	Iteration 124Q: 3 clusters Score -1.981671e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -19816754.000000 Penalty: 5933.967285
	Iteration 125Q: 3 clusters Score -1.981675e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -19816800.000000 Penalty: 5933.967285
	Iteration 126Q: 3 clusters Score -1.98168e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154000 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -19816814.000000 Penalty: 5933.967285
	Iteration 127Q: 3 clusters Score -1.981681e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19816882.000000 Penalty: 5933.967285
	Iteration 128Q: 3 clusters Score -1.981688e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19816904.000000 Penalty: 5933.967285
	Iteration 129Q: 3 clusters Score -1.98169e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -19816932.000000 Penalty: 5933.967285
	Iteration 130Q: 3 clusters Score -1.981693e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19816890.000000 Penalty: 5933.967285
	Iteration 131Q: 3 clusters Score -1.981689e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -19816882.000000 Penalty: 5933.967285
	Iteration 132Q: 3 clusters Score -1.981688e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19816884.000000 Penalty: 5933.967285
	Iteration 133Q: 3 clusters Score -1.981688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19816882.000000 Penalty: 5933.967285
	Iteration 134Q: 3 clusters Score -1.981688e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -19816886.000000 Penalty: 5933.967285
	Iteration 135Q: 3 clusters Score -1.981689e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19816900.000000 Penalty: 5933.967285
	Iteration 136Q: 3 clusters Score -1.98169e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19816926.000000 Penalty: 5933.967285
	Iteration 137Q: 3 clusters Score -1.981693e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5933.967285
	Iteration 138Q: 3 clusters Score -1.981692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19816930.000000 Penalty: 5933.967285
	Iteration 139Q: 3 clusters Score -1.981693e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19816924.000000 Penalty: 5933.967285
	Iteration 140F: 3 clusters Score -1.981692e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155360 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19816946.000000 Penalty: 5933.967285
	Iteration 141Q: 3 clusters Score -1.981695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -19816934.000000 Penalty: 5933.967285
	Iteration 142Q: 3 clusters Score -1.981693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19816942.000000 Penalty: 5933.967285
	Iteration 143Q: 3 clusters Score -1.981694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19816942.000000 Penalty: 5933.967285
	Iteration 144Q: 3 clusters Score -1.981694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19816952.000000 Penalty: 5933.967285
	Iteration 145Q: 3 clusters Score -1.981695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155437 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19816940.000000 Penalty: 5933.967285
	Iteration 146Q: 3 clusters Score -1.981694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155452 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19816940.000000 Penalty: 5933.967285
	Iteration 147Q: 3 clusters Score -1.981694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -19816938.000000 Penalty: 5933.967285
	Iteration 148Q: 3 clusters Score -1.981694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19816932.000000 Penalty: 5933.967285
	Iteration 149Q: 3 clusters Score -1.981693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19816914.000000 Penalty: 5933.967285
	Iteration 150Q: 3 clusters Score -1.981691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19816936.000000 Penalty: 5933.967285
	Iteration 151Q: 3 clusters Score -1.981694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19816934.000000 Penalty: 5933.967285
	Iteration 152Q: 3 clusters Score -1.981693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -19816934.000000 Penalty: 5933.967285
	Iteration 153Q: 3 clusters Score -1.981693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19816932.000000 Penalty: 5933.967285
	Iteration 154Q: 3 clusters Score -1.981693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155524 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5933.967285
	Iteration 155Q: 3 clusters Score -1.981692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19816924.000000 Penalty: 5933.967285
	Iteration 156Q: 3 clusters Score -1.981692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19816924.000000 Penalty: 5933.967285
	Iteration 157F: 3 clusters Score -1.981692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82532.804688 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82532.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82889.554688 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82889.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83100.468750 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -83100.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83247.156250 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -83247.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83367.914062 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -83367.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83458.929688 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83458.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83534.367188 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83534.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83593.656250 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83593.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83642.507812 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83642.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83664.453125 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83664.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83696.234375 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83696.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83716.695312 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -83716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83733.789062 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -83733.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83769.468750 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -83769.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83789.492188 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -83789.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83798.882812 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -83798.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83817.406250 Penalty: 3288.819092
	Iteration 16Q: 3 clusters Score -83817.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83829.921875 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -83829.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83833.546875 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -83833.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83833.546875 Penalty: 3288.819092
	Iteration 19F: 3 clusters Score -83833.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Entering Unmasked Estep 
Score: -2765446.250000 Penalty: 2476.148193
	Iteration 0F: 2 clusters Score -2765446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2750360.750000 Penalty: 4952.296387
	Iteration 0F: 3 clusters Score -2750361 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2755468.500000 Penalty: 4952.296387
	Iteration 1F: 3 clusters Score -2755468 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2755951.000000 Penalty: 4952.296387
	Iteration 2F: 3 clusters Score -2755951 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2756465.250000 Penalty: 4952.296387
	Iteration 3Q: 3 clusters Score -2756465 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2756943.500000 Penalty: 4952.296387
	Iteration 4Q: 3 clusters Score -2756944 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2757473.750000 Penalty: 4952.296387
	Iteration 5Q: 3 clusters Score -2757474 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2758044.000000 Penalty: 4952.296387
	Iteration 6Q: 3 clusters Score -2758044 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2758671.000000 Penalty: 4952.296387
	Iteration 7Q: 3 clusters Score -2758671 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2759296.750000 Penalty: 4952.296387
	Iteration 8Q: 3 clusters Score -2759297 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2759894.000000 Penalty: 4952.296387
	Iteration 9Q: 3 clusters Score -2759894 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2760434.500000 Penalty: 4952.296387
	Iteration 10Q: 3 clusters Score -2760434 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2760819.750000 Penalty: 4952.296387
	Iteration 11Q: 3 clusters Score -2760820 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2761106.250000 Penalty: 4952.296387
	Iteration 12Q: 3 clusters Score -2761106 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2761271.750000 Penalty: 4952.296387
	Iteration 13Q: 3 clusters Score -2761272 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2761393.750000 Penalty: 4952.296387
	Iteration 14Q: 3 clusters Score -2761394 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2761469.000000 Penalty: 4952.296387
	Iteration 15Q: 3 clusters Score -2761469 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2761545.250000 Penalty: 4952.296387
	Iteration 16Q: 3 clusters Score -2761545 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2761619.250000 Penalty: 4952.296387
	Iteration 17Q: 3 clusters Score -2761619 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2761689.750000 Penalty: 4952.296387
	Iteration 18Q: 3 clusters Score -2761690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2761758.250000 Penalty: 4952.296387
	Iteration 19Q: 3 clusters Score -2761758 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2761824.500000 Penalty: 4952.296387
	Iteration 20F: 3 clusters Score -2761824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2761888.000000 Penalty: 4952.296387
	Iteration 21Q: 3 clusters Score -2761888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2761960.000000 Penalty: 4952.296387
	Iteration 22Q: 3 clusters Score -2761960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2762026.500000 Penalty: 4952.296387
	Iteration 23Q: 3 clusters Score -2762026 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2762087.500000 Penalty: 4952.296387
	Iteration 24Q: 3 clusters Score -2762088 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2762164.000000 Penalty: 4952.296387
	Iteration 25Q: 3 clusters Score -2762164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2762218.000000 Penalty: 4952.296387
	Iteration 26Q: 3 clusters Score -2762218 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2762280.750000 Penalty: 4952.296387
	Iteration 27Q: 3 clusters Score -2762281 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2762335.000000 Penalty: 4952.296387
	Iteration 28Q: 3 clusters Score -2762335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2762385.250000 Penalty: 4952.296387
	Iteration 29Q: 3 clusters Score -2762385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2762424.750000 Penalty: 4952.296387
	Iteration 30Q: 3 clusters Score -2762425 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2762491.000000 Penalty: 4952.296387
	Iteration 31Q: 3 clusters Score -2762491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2762524.500000 Penalty: 4952.296387
	Iteration 32Q: 3 clusters Score -2762524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2762570.500000 Penalty: 4952.296387
	Iteration 33Q: 3 clusters Score -2762570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2762614.000000 Penalty: 4952.296387
	Iteration 34Q: 3 clusters Score -2762614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2762657.500000 Penalty: 4952.296387
	Iteration 35Q: 3 clusters Score -2762658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2762683.500000 Penalty: 4952.296387
	Iteration 36Q: 3 clusters Score -2762684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2762715.500000 Penalty: 4952.296387
	Iteration 37Q: 3 clusters Score -2762716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2762740.250000 Penalty: 4952.296387
	Iteration 38Q: 3 clusters Score -2762740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2762765.750000 Penalty: 4952.296387
	Iteration 39Q: 3 clusters Score -2762766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2762808.250000 Penalty: 4952.296387
	Iteration 40F: 3 clusters Score -2762808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2762840.750000 Penalty: 4952.296387
	Iteration 41Q: 3 clusters Score -2762841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2762857.750000 Penalty: 4952.296387
	Iteration 42Q: 3 clusters Score -2762858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2762899.000000 Penalty: 4952.296387
	Iteration 43Q: 3 clusters Score -2762899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2762922.500000 Penalty: 4952.296387
	Iteration 44Q: 3 clusters Score -2762922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2762956.250000 Penalty: 4952.296387
	Iteration 45Q: 3 clusters Score -2762956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2762977.250000 Penalty: 4952.296387
	Iteration 46Q: 3 clusters Score -2762977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2763006.250000 Penalty: 4952.296387
	Iteration 47Q: 3 clusters Score -2763006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2763031.750000 Penalty: 4952.296387
	Iteration 48Q: 3 clusters Score -2763032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2763047.500000 Penalty: 4952.296387
	Iteration 49Q: 3 clusters Score -2763048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2763069.250000 Penalty: 4952.296387
	Iteration 50Q: 3 clusters Score -2763069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2763083.000000 Penalty: 4952.296387
	Iteration 51Q: 3 clusters Score -2763083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2763106.250000 Penalty: 4952.296387
	Iteration 52Q: 3 clusters Score -2763106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2763137.000000 Penalty: 4952.296387
	Iteration 53Q: 3 clusters Score -2763137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2763156.750000 Penalty: 4952.296387
	Iteration 54Q: 3 clusters Score -2763157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2763165.000000 Penalty: 4952.296387
	Iteration 55Q: 3 clusters Score -2763165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2763181.000000 Penalty: 4952.296387
	Iteration 56Q: 3 clusters Score -2763181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2763185.500000 Penalty: 4952.296387
	Iteration 57Q: 3 clusters Score -2763186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2763203.750000 Penalty: 4952.296387
	Iteration 58Q: 3 clusters Score -2763204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2763220.250000 Penalty: 4952.296387
	Iteration 59Q: 3 clusters Score -2763220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2763229.000000 Penalty: 4952.296387
	Iteration 60F: 3 clusters Score -2763229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2763232.750000 Penalty: 4952.296387
	Iteration 61Q: 3 clusters Score -2763233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2763233.500000 Penalty: 4952.296387
	Iteration 62Q: 3 clusters Score -2763234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2763240.250000 Penalty: 4952.296387
	Iteration 63Q: 3 clusters Score -2763240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2763247.000000 Penalty: 4952.296387
	Iteration 64Q: 3 clusters Score -2763247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2763248.750000 Penalty: 4952.296387
	Iteration 65Q: 3 clusters Score -2763249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2763252.500000 Penalty: 4952.296387
	Iteration 66Q: 3 clusters Score -2763252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2763249.000000 Penalty: 4952.296387
	Iteration 67Q: 3 clusters Score -2763249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2763259.500000 Penalty: 4952.296387
	Iteration 68Q: 3 clusters Score -2763260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2763265.500000 Penalty: 4952.296387
	Iteration 69Q: 3 clusters Score -2763266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2763273.250000 Penalty: 4952.296387
	Iteration 70Q: 3 clusters Score -2763273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2763280.500000 Penalty: 4952.296387
	Iteration 71Q: 3 clusters Score -2763280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2763288.750000 Penalty: 4952.296387
	Iteration 72Q: 3 clusters Score -2763289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2763290.000000 Penalty: 4952.296387
	Iteration 73Q: 3 clusters Score -2763290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2763293.500000 Penalty: 4952.296387
	Iteration 74Q: 3 clusters Score -2763294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2763301.500000 Penalty: 4952.296387
	Iteration 75Q: 3 clusters Score -2763302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2763299.500000 Penalty: 4952.296387
	Iteration 76Q: 3 clusters Score -2763300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2763307.250000 Penalty: 4952.296387
	Iteration 77Q: 3 clusters Score -2763307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2763305.750000 Penalty: 4952.296387
	Iteration 78Q: 3 clusters Score -2763306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2763309.000000 Penalty: 4952.296387
	Iteration 79Q: 3 clusters Score -2763309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2763304.500000 Penalty: 4952.296387
	Iteration 80F: 3 clusters Score -2763304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2763307.500000 Penalty: 4952.296387
	Iteration 81Q: 3 clusters Score -2763308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2763309.000000 Penalty: 4952.296387
	Iteration 82Q: 3 clusters Score -2763309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2763311.000000 Penalty: 4952.296387
	Iteration 83Q: 3 clusters Score -2763311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2763319.000000 Penalty: 4952.296387
	Iteration 84Q: 3 clusters Score -2763319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2763316.000000 Penalty: 4952.296387
	Iteration 85Q: 3 clusters Score -2763316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2763319.250000 Penalty: 4952.296387
	Iteration 86Q: 3 clusters Score -2763319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2763317.250000 Penalty: 4952.296387
	Iteration 87Q: 3 clusters Score -2763317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2763316.000000 Penalty: 4952.296387
	Iteration 88Q: 3 clusters Score -2763316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2763316.000000 Penalty: 4952.296387
	Iteration 89F: 3 clusters Score -2763316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 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 167 members 
Entering Unmasked Estep 
Score: -29428.455078 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29428.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29713.054688 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29713.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29861.828125 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -29861.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29930.433594 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29930.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29975.478516 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29975.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29984.613281 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29984.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29994.826172 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -29994.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29994.826172 Penalty: 2856.415283
	Iteration 7F: 3 clusters Score -29994.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166018 members 
Entering Unmasked Estep 
Score: -20878118.000000 Penalty: 2980.923340
	Iteration 0F: 2 clusters Score -2.087812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -20770158.000000 Penalty: 5961.846680
	Iteration 0F: 3 clusters Score -2.077016e+07 nChanged 79498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -20816712.000000 Penalty: 5961.846680
	Iteration 1F: 3 clusters Score -2.081671e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -20819108.000000 Penalty: 5961.846680
	Iteration 2Q: 3 clusters Score -2.081911e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -20822604.000000 Penalty: 5961.846680
	Iteration 3Q: 3 clusters Score -2.08226e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -20828626.000000 Penalty: 5961.846680
	Iteration 4F: 3 clusters Score -2.082863e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -20837692.000000 Penalty: 5961.846680
	Iteration 5F: 3 clusters Score -2.083769e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 114333 members 
Entering Unmasked Estep 
Score: -20849022.000000 Penalty: 5961.846680
	Iteration 6F: 3 clusters Score -2.084902e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -20859136.000000 Penalty: 5961.846680
	Iteration 7F: 3 clusters Score -2.085914e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -20864468.000000 Penalty: 5961.846680
	Iteration 8Q: 3 clusters Score -2.086447e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 127797 members 
Entering Unmasked Estep 
Score: -20866588.000000 Penalty: 5961.846680
	Iteration 9Q: 3 clusters Score -2.086659e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 130175 members 
Entering Unmasked Estep 
Score: -20867772.000000 Penalty: 5961.846680
	Iteration 10Q: 3 clusters Score -2.086777e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 132423 members 
Entering Unmasked Estep 
Score: -20868626.000000 Penalty: 5961.846680
	Iteration 11Q: 3 clusters Score -2.086863e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -20869446.000000 Penalty: 5961.846680
	Iteration 12Q: 3 clusters Score -2.086945e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 136649 members 
Entering Unmasked Estep 
Score: -20870214.000000 Penalty: 5961.846680
	Iteration 13Q: 3 clusters Score -2.087021e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 138653 members 
Entering Unmasked Estep 
Score: -20870978.000000 Penalty: 5961.846680
	Iteration 14Q: 3 clusters Score -2.087098e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 140573 members 
Entering Unmasked Estep 
Score: -20871538.000000 Penalty: 5961.846680
	Iteration 15Q: 3 clusters Score -2.087154e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 142434 members 
Entering Unmasked Estep 
Score: -20872204.000000 Penalty: 5961.846680
	Iteration 16Q: 3 clusters Score -2.08722e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 144180 members 
Entering Unmasked Estep 
Score: -20872730.000000 Penalty: 5961.846680
	Iteration 17Q: 3 clusters Score -2.087273e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -20873084.000000 Penalty: 5961.846680
	Iteration 18Q: 3 clusters Score -2.087308e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -20873426.000000 Penalty: 5961.846680
	Iteration 19Q: 3 clusters Score -2.087343e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 148893 members 
Entering Unmasked Estep 
Score: -20873796.000000 Penalty: 5961.846680
	Iteration 20F: 3 clusters Score -2.08738e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -20874222.000000 Penalty: 5961.846680
	Iteration 21Q: 3 clusters Score -2.087422e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -20874472.000000 Penalty: 5961.846680
	Iteration 22Q: 3 clusters Score -2.087447e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -20874748.000000 Penalty: 5961.846680
	Iteration 23Q: 3 clusters Score -2.087475e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -20874880.000000 Penalty: 5961.846680
	Iteration 24Q: 3 clusters Score -2.087488e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -20875120.000000 Penalty: 5961.846680
	Iteration 25Q: 3 clusters Score -2.087512e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 156182 members 
Entering Unmasked Estep 
Score: -20875350.000000 Penalty: 5961.846680
	Iteration 26Q: 3 clusters Score -2.087535e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 157051 members 
Entering Unmasked Estep 
Score: -20875504.000000 Penalty: 5961.846680
	Iteration 27Q: 3 clusters Score -2.08755e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 157833 members 
Entering Unmasked Estep 
Score: -20875620.000000 Penalty: 5961.846680
	Iteration 28Q: 3 clusters Score -2.087562e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -20875630.000000 Penalty: 5961.846680
	Iteration 29Q: 3 clusters Score -2.087563e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -20875718.000000 Penalty: 5961.846680
	Iteration 30Q: 3 clusters Score -2.087572e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -20875848.000000 Penalty: 5961.846680
	Iteration 31Q: 3 clusters Score -2.087585e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -20875892.000000 Penalty: 5961.846680
	Iteration 32Q: 3 clusters Score -2.087589e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -20875976.000000 Penalty: 5961.846680
	Iteration 33Q: 3 clusters Score -2.087598e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -20876008.000000 Penalty: 5961.846680
	Iteration 34Q: 3 clusters Score -2.087601e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -20876018.000000 Penalty: 5961.846680
	Iteration 35Q: 3 clusters Score -2.087602e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -20876008.000000 Penalty: 5961.846680
	Iteration 36Q: 3 clusters Score -2.087601e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 162029 members 
Entering Unmasked Estep 
Score: -20875994.000000 Penalty: 5961.846680
	Iteration 37Q: 3 clusters Score -2.087599e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -20876038.000000 Penalty: 5961.846680
	Iteration 38Q: 3 clusters Score -2.087604e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -20876056.000000 Penalty: 5961.846680
	Iteration 39Q: 3 clusters Score -2.087606e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -20876066.000000 Penalty: 5961.846680
	Iteration 40F: 3 clusters Score -2.087607e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -20876094.000000 Penalty: 5961.846680
	Iteration 41Q: 3 clusters Score -2.087609e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 163023 members 
Entering Unmasked Estep 
Score: -20876100.000000 Penalty: 5961.846680
	Iteration 42Q: 3 clusters Score -2.08761e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 163137 members 
Entering Unmasked Estep 
Score: -20876144.000000 Penalty: 5961.846680
	Iteration 43Q: 3 clusters Score -2.087614e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -20876146.000000 Penalty: 5961.846680
	Iteration 44Q: 3 clusters Score -2.087615e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -20876130.000000 Penalty: 5961.846680
	Iteration 45Q: 3 clusters Score -2.087613e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -20876150.000000 Penalty: 5961.846680
	Iteration 46Q: 3 clusters Score -2.087615e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 163513 members 
Entering Unmasked Estep 
Score: -20876164.000000 Penalty: 5961.846680
	Iteration 47Q: 3 clusters Score -2.087616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -20876162.000000 Penalty: 5961.846680
	Iteration 48Q: 3 clusters Score -2.087616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -20876180.000000 Penalty: 5961.846680
	Iteration 49Q: 3 clusters Score -2.087618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -20876168.000000 Penalty: 5961.846680
	Iteration 50Q: 3 clusters Score -2.087617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -20876176.000000 Penalty: 5961.846680
	Iteration 51Q: 3 clusters Score -2.087618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -20876160.000000 Penalty: 5961.846680
	Iteration 52Q: 3 clusters Score -2.087616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 163732 members 
Entering Unmasked Estep 
Score: -20876160.000000 Penalty: 5961.846680
	Iteration 53Q: 3 clusters Score -2.087616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -20876118.000000 Penalty: 5961.846680
	Iteration 54Q: 3 clusters Score -2.087612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -20876128.000000 Penalty: 5961.846680
	Iteration 55Q: 3 clusters Score -2.087613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -20876148.000000 Penalty: 5961.846680
	Iteration 56Q: 3 clusters Score -2.087615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -20876146.000000 Penalty: 5961.846680
	Iteration 57Q: 3 clusters Score -2.087615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -20876134.000000 Penalty: 5961.846680
	Iteration 58Q: 3 clusters Score -2.087613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -20876134.000000 Penalty: 5961.846680
	Iteration 59Q: 3 clusters Score -2.087613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 163862 members 
Entering Unmasked Estep 
Score: -20876142.000000 Penalty: 5961.846680
	Iteration 60F: 3 clusters Score -2.087614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 163880 members 
Entering Unmasked Estep 
Score: -20876172.000000 Penalty: 5961.846680
	Iteration 61Q: 3 clusters Score -2.087617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -20876168.000000 Penalty: 5961.846680
	Iteration 62Q: 3 clusters Score -2.087617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -20876156.000000 Penalty: 5961.846680
	Iteration 63Q: 3 clusters Score -2.087616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -20876140.000000 Penalty: 5961.846680
	Iteration 64Q: 3 clusters Score -2.087614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -20876132.000000 Penalty: 5961.846680
	Iteration 65Q: 3 clusters Score -2.087613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 163931 members 
Entering Unmasked Estep 
Score: -20876120.000000 Penalty: 5961.846680
	Iteration 66Q: 3 clusters Score -2.087612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -20876098.000000 Penalty: 5961.846680
	Iteration 67Q: 3 clusters Score -2.08761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -20876098.000000 Penalty: 5961.846680
	Iteration 68Q: 3 clusters Score -2.08761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -20876096.000000 Penalty: 5961.846680
	Iteration 69Q: 3 clusters Score -2.08761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -20876082.000000 Penalty: 5961.846680
	Iteration 70Q: 3 clusters Score -2.087608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 163969 members 
Entering Unmasked Estep 
Score: -20876092.000000 Penalty: 5961.846680
	Iteration 71Q: 3 clusters Score -2.087609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -20876100.000000 Penalty: 5961.846680
	Iteration 72Q: 3 clusters Score -2.08761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -20876106.000000 Penalty: 5961.846680
	Iteration 73Q: 3 clusters Score -2.087611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -20876102.000000 Penalty: 5961.846680
	Iteration 74Q: 3 clusters Score -2.08761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -20876106.000000 Penalty: 5961.846680
	Iteration 75Q: 3 clusters Score -2.087611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -20876106.000000 Penalty: 5961.846680
	Iteration 76F: 3 clusters Score -2.087611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 288 members 
Entering Unmasked Estep 
Score: -58615.648438 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58615.65 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58868.835938 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58868.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59068.125000 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -59068.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59294.898438 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -59294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59749.390625 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -59749.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59954.019531 Penalty: 3122.451904
	Iteration 5F: 3 clusters Score -59954.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60033.402344 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -60033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60093.632812 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -60093.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60143.453125 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -60143.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60152.488281 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -60152.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60156.058594 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -60156.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60156.058594 Penalty: 3122.451904
	Iteration 11F: 3 clusters Score -60156.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43710 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 53564 members 
Mstep: Class 10 contains 209059 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156944 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21687 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166018 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734112.000000 Penalty: 71147.250000
Iteration 279Q: 22 clusters Score -1.057341e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43715 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 53569 members 
Mstep: Class 10 contains 209047 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14229 members 
Mstep: Class 14 contains 164392 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156943 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21684 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166040 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734008.000000 Penalty: 71147.250000
Iteration 280F: 22 clusters Score -1.05734e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43726 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8606 members 
Mstep: Class 9 contains 53577 members 
Mstep: Class 10 contains 209029 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 164375 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156940 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21680 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166061 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734152.000000 Penalty: 71147.250000
Iteration 281Q: 22 clusters Score -1.057342e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43731 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8609 members 
Mstep: Class 9 contains 53590 members 
Mstep: Class 10 contains 209006 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 164368 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156931 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21674 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166089 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734168.000000 Penalty: 71147.250000
Iteration 282Q: 22 clusters Score -1.057342e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 43747 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 53597 members 
Mstep: Class 10 contains 208960 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14208 members 
Mstep: Class 14 contains 164371 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156935 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21670 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166109 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734264.000000 Penalty: 71147.250000
Iteration 283Q: 22 clusters Score -1.057343e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43758 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8621 members 
Mstep: Class 9 contains 53606 members 
Mstep: Class 10 contains 208943 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14200 members 
Mstep: Class 14 contains 164371 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156926 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21661 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166117 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734160.000000 Penalty: 71147.250000
Iteration 284Q: 22 clusters Score -1.057342e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 43782 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8629 members 
Mstep: Class 9 contains 53613 members 
Mstep: Class 10 contains 208918 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14189 members 
Mstep: Class 14 contains 164365 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156911 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21652 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166133 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734256.000000 Penalty: 71147.250000
Iteration 285Q: 22 clusters Score -1.057343e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 43804 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 8633 members 
Mstep: Class 9 contains 53618 members 
Mstep: Class 10 contains 208891 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14182 members 
Mstep: Class 14 contains 164355 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156919 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21649 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166125 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734296.000000 Penalty: 71147.250000
Iteration 286Q: 22 clusters Score -1.057343e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 43825 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8635 members 
Mstep: Class 9 contains 53624 members 
Mstep: Class 10 contains 208849 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 164363 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156934 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21646 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166121 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734256.000000 Penalty: 71147.250000
Iteration 287Q: 22 clusters Score -1.057343e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 43845 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8643 members 
Mstep: Class 9 contains 53632 members 
Mstep: Class 10 contains 208811 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14162 members 
Mstep: Class 14 contains 164361 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156943 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21642 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166119 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734408.000000 Penalty: 71147.250000
Iteration 288Q: 22 clusters Score -1.057344e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 43869 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8653 members 
Mstep: Class 9 contains 53642 members 
Mstep: Class 10 contains 208756 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 14 contains 164367 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156958 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21637 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166109 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734224.000000 Penalty: 71147.250000
Iteration 289Q: 22 clusters Score -1.057342e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 43884 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 53648 members 
Mstep: Class 10 contains 208732 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 164363 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156973 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21632 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166089 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734440.000000 Penalty: 71147.250000
Iteration 290Q: 22 clusters Score -1.057344e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3245 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 43893 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8679 members 
Mstep: Class 9 contains 53659 members 
Mstep: Class 10 contains 208704 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14138 members 
Mstep: Class 14 contains 164365 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156996 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21626 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166061 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734464.000000 Penalty: 71147.250000
Iteration 291Q: 22 clusters Score -1.057345e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 43915 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 53667 members 
Mstep: Class 10 contains 208672 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14131 members 
Mstep: Class 14 contains 164344 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157012 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21623 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166059 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734496.000000 Penalty: 71147.250000
Iteration 292Q: 22 clusters Score -1.057345e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 43931 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 53685 members 
Mstep: Class 10 contains 208632 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14131 members 
Mstep: Class 14 contains 164327 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157018 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21618 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166065 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734640.000000 Penalty: 71147.250000
Iteration 293Q: 22 clusters Score -1.057346e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 43947 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 53700 members 
Mstep: Class 10 contains 208601 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14125 members 
Mstep: Class 14 contains 164310 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157005 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21614 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166081 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734640.000000 Penalty: 71147.250000
Iteration 294Q: 22 clusters Score -1.057346e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 43981 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8707 members 
Mstep: Class 9 contains 53708 members 
Mstep: Class 10 contains 208537 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14120 members 
Mstep: Class 14 contains 164301 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157006 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21613 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166100 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734896.000000 Penalty: 71147.250000
Iteration 295Q: 22 clusters Score -1.057349e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 43997 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8711 members 
Mstep: Class 9 contains 53719 members 
Mstep: Class 10 contains 208497 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14113 members 
Mstep: Class 14 contains 164321 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156999 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21610 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166101 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734904.000000 Penalty: 71147.250000
Iteration 296Q: 22 clusters Score -1.057349e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44016 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8716 members 
Mstep: Class 9 contains 53735 members 
Mstep: Class 10 contains 208440 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14112 members 
Mstep: Class 14 contains 164321 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156988 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21608 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166121 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734968.000000 Penalty: 71147.250000
Iteration 297Q: 22 clusters Score -1.05735e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44032 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8718 members 
Mstep: Class 9 contains 53755 members 
Mstep: Class 10 contains 208380 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14112 members 
Mstep: Class 14 contains 164341 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156971 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21609 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166127 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734920.000000 Penalty: 71147.250000
Iteration 298Q: 22 clusters Score -1.057349e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44043 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8723 members 
Mstep: Class 9 contains 53769 members 
Mstep: Class 10 contains 208332 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14110 members 
Mstep: Class 14 contains 164355 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156963 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21611 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166130 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735000.000000 Penalty: 71147.250000
Iteration 299Q: 22 clusters Score -1.05735e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3239 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44048 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8727 members 
Mstep: Class 9 contains 53789 members 
Mstep: Class 10 contains 208281 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14107 members 
Mstep: Class 14 contains 164379 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156971 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21607 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166127 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734864.000000 Penalty: 71147.250000
Iteration 300F: 22 clusters Score -1.057349e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44048 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8732 members 
Mstep: Class 9 contains 53805 members 
Mstep: Class 10 contains 208241 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14102 members 
Mstep: Class 14 contains 164388 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156978 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21601 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166132 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734856.000000 Penalty: 71147.250000
Iteration 301Q: 22 clusters Score -1.057349e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44050 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8737 members 
Mstep: Class 9 contains 53816 members 
Mstep: Class 10 contains 208202 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14099 members 
Mstep: Class 14 contains 164399 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156976 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21594 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166147 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734936.000000 Penalty: 71147.250000
Iteration 302Q: 22 clusters Score -1.057349e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44044 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8744 members 
Mstep: Class 9 contains 53838 members 
Mstep: Class 10 contains 208151 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14095 members 
Mstep: Class 14 contains 164396 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156971 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21587 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166187 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734808.000000 Penalty: 71147.250000
Iteration 303Q: 22 clusters Score -1.057348e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44049 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8748 members 
Mstep: Class 9 contains 53860 members 
Mstep: Class 10 contains 208097 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14088 members 
Mstep: Class 14 contains 164400 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156956 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21585 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166221 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734728.000000 Penalty: 71147.250000
Iteration 304Q: 22 clusters Score -1.057347e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44051 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 53872 members 
Mstep: Class 10 contains 208064 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14083 members 
Mstep: Class 14 contains 164405 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156941 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21581 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166254 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734888.000000 Penalty: 71147.250000
Iteration 305Q: 22 clusters Score -1.057349e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44052 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8755 members 
Mstep: Class 9 contains 53889 members 
Mstep: Class 10 contains 208030 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14080 members 
Mstep: Class 14 contains 164413 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156937 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21575 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166260 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734968.000000 Penalty: 71147.250000
Iteration 306Q: 22 clusters Score -1.05735e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44057 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 53905 members 
Mstep: Class 10 contains 208000 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14073 members 
Mstep: Class 14 contains 164427 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156925 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21569 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166266 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734928.000000 Penalty: 71147.250000
Iteration 307Q: 22 clusters Score -1.057349e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 8765 members 
Mstep: Class 9 contains 53922 members 
Mstep: Class 10 contains 207966 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14067 members 
Mstep: Class 14 contains 164434 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156930 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21569 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166259 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735016.000000 Penalty: 71147.250000
Iteration 308Q: 22 clusters Score -1.05735e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44055 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 53946 members 
Mstep: Class 10 contains 207925 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14067 members 
Mstep: Class 14 contains 164446 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156932 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21567 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166249 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735072.000000 Penalty: 71147.250000
Iteration 309Q: 22 clusters Score -1.057351e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44050 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 53972 members 
Mstep: Class 10 contains 207879 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14064 members 
Mstep: Class 14 contains 164451 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156948 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21563 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166244 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735112.000000 Penalty: 71147.250000
Iteration 310Q: 22 clusters Score -1.057351e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44054 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 54004 members 
Mstep: Class 10 contains 207831 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14062 members 
Mstep: Class 14 contains 164451 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156951 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21560 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166241 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735112.000000 Penalty: 71147.250000
Iteration 311Q: 22 clusters Score -1.057351e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44061 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8778 members 
Mstep: Class 9 contains 54034 members 
Mstep: Class 10 contains 207764 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14056 members 
Mstep: Class 14 contains 164472 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156976 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21554 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166227 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735152.000000 Penalty: 71147.250000
Iteration 312Q: 22 clusters Score -1.057352e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44060 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8779 members 
Mstep: Class 9 contains 54063 members 
Mstep: Class 10 contains 207712 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14055 members 
Mstep: Class 14 contains 164480 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156978 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21550 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166233 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735080.000000 Penalty: 71147.250000
Iteration 313Q: 22 clusters Score -1.057351e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 44057 members 
Mstep: Class 6 contains 1758 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 54098 members 
Mstep: Class 10 contains 207646 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14048 members 
Mstep: Class 14 contains 164489 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156992 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21544 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166248 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735120.000000 Penalty: 71147.250000
Iteration 314Q: 22 clusters Score -1.057351e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44060 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8783 members 
Mstep: Class 9 contains 54126 members 
Mstep: Class 10 contains 207587 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14039 members 
Mstep: Class 14 contains 164503 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157008 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21543 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166252 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735104.000000 Penalty: 71147.250000
Iteration 315Q: 22 clusters Score -1.057351e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8785 members 
Mstep: Class 9 contains 54149 members 
Mstep: Class 10 contains 207546 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14031 members 
Mstep: Class 14 contains 164524 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157024 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21536 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166242 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735200.000000 Penalty: 71147.250000
Iteration 316Q: 22 clusters Score -1.057352e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8787 members 
Mstep: Class 9 contains 54176 members 
Mstep: Class 10 contains 207520 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14015 members 
Mstep: Class 14 contains 164539 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157022 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21534 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166235 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735256.000000 Penalty: 71147.250000
Iteration 317Q: 22 clusters Score -1.057353e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 54198 members 
Mstep: Class 10 contains 207487 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14009 members 
Mstep: Class 14 contains 164560 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157036 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21526 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166228 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735272.000000 Penalty: 71147.250000
Iteration 318Q: 22 clusters Score -1.057353e+08 nChanged 301
Entering ConstructFrom: 
Score: -105735272.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (6604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Entering Unmasked Estep 
Score: -838970.500000 Penalty: 2181.266846
	Iteration 0F: 2 clusters Score -838970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -833474.187500 Penalty: 4362.533691
	Iteration 0F: 3 clusters Score -833474.2 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -834900.062500 Penalty: 4362.533691
	Iteration 1F: 3 clusters Score -834900.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -835152.375000 Penalty: 4362.533691
	Iteration 2F: 3 clusters Score -835152.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -835328.937500 Penalty: 4362.533691
	Iteration 3Q: 3 clusters Score -835328.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -835470.437500 Penalty: 4362.533691
	Iteration 4Q: 3 clusters Score -835470.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -835575.500000 Penalty: 4362.533691
	Iteration 5Q: 3 clusters Score -835575.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -835679.937500 Penalty: 4362.533691
	Iteration 6Q: 3 clusters Score -835679.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -835784.312500 Penalty: 4362.533691
	Iteration 7Q: 3 clusters Score -835784.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -835888.125000 Penalty: 4362.533691
	Iteration 8Q: 3 clusters Score -835888.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -836009.250000 Penalty: 4362.533691
	Iteration 9Q: 3 clusters Score -836009.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -836152.687500 Penalty: 4362.533691
	Iteration 10Q: 3 clusters Score -836152.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -836293.000000 Penalty: 4362.533691
	Iteration 11Q: 3 clusters Score -836293 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -836414.312500 Penalty: 4362.533691
	Iteration 12Q: 3 clusters Score -836414.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -836509.687500 Penalty: 4362.533691
	Iteration 13Q: 3 clusters Score -836509.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -836590.437500 Penalty: 4362.533691
	Iteration 14Q: 3 clusters Score -836590.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -836656.187500 Penalty: 4362.533691
	Iteration 15Q: 3 clusters Score -836656.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -836722.625000 Penalty: 4362.533691
	Iteration 16Q: 3 clusters Score -836722.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -836771.937500 Penalty: 4362.533691
	Iteration 17Q: 3 clusters Score -836771.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -836822.812500 Penalty: 4362.533691
	Iteration 18Q: 3 clusters Score -836822.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -836865.687500 Penalty: 4362.533691
	Iteration 19Q: 3 clusters Score -836865.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -836909.000000 Penalty: 4362.533691
	Iteration 20F: 3 clusters Score -836909 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -836952.812500 Penalty: 4362.533691
	Iteration 21Q: 3 clusters Score -836952.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -837007.437500 Penalty: 4362.533691
	Iteration 22Q: 3 clusters Score -837007.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -837055.875000 Penalty: 4362.533691
	Iteration 23Q: 3 clusters Score -837055.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -837092.687500 Penalty: 4362.533691
	Iteration 24Q: 3 clusters Score -837092.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -837121.500000 Penalty: 4362.533691
	Iteration 25Q: 3 clusters Score -837121.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -837161.312500 Penalty: 4362.533691
	Iteration 26Q: 3 clusters Score -837161.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -837204.000000 Penalty: 4362.533691
	Iteration 27Q: 3 clusters Score -837204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -837235.812500 Penalty: 4362.533691
	Iteration 28Q: 3 clusters Score -837235.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -837262.375000 Penalty: 4362.533691
	Iteration 29Q: 3 clusters Score -837262.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -837292.562500 Penalty: 4362.533691
	Iteration 30Q: 3 clusters Score -837292.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -837320.125000 Penalty: 4362.533691
	Iteration 31Q: 3 clusters Score -837320.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -837341.250000 Penalty: 4362.533691
	Iteration 32Q: 3 clusters Score -837341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -837356.625000 Penalty: 4362.533691
	Iteration 33Q: 3 clusters Score -837356.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -837373.375000 Penalty: 4362.533691
	Iteration 34Q: 3 clusters Score -837373.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -837384.625000 Penalty: 4362.533691
	Iteration 35Q: 3 clusters Score -837384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -837392.062500 Penalty: 4362.533691
	Iteration 36Q: 3 clusters Score -837392.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -837405.062500 Penalty: 4362.533691
	Iteration 37Q: 3 clusters Score -837405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -837413.562500 Penalty: 4362.533691
	Iteration 38Q: 3 clusters Score -837413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -837420.375000 Penalty: 4362.533691
	Iteration 39Q: 3 clusters Score -837420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -837429.187500 Penalty: 4362.533691
	Iteration 40F: 3 clusters Score -837429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -837434.687500 Penalty: 4362.533691
	Iteration 41Q: 3 clusters Score -837434.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -837439.562500 Penalty: 4362.533691
	Iteration 42Q: 3 clusters Score -837439.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -837446.812500 Penalty: 4362.533691
	Iteration 43Q: 3 clusters Score -837446.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -837452.250000 Penalty: 4362.533691
	Iteration 44Q: 3 clusters Score -837452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -837457.750000 Penalty: 4362.533691
	Iteration 45Q: 3 clusters Score -837457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -837464.562500 Penalty: 4362.533691
	Iteration 46Q: 3 clusters Score -837464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -837471.875000 Penalty: 4362.533691
	Iteration 47Q: 3 clusters Score -837471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -837475.250000 Penalty: 4362.533691
	Iteration 48Q: 3 clusters Score -837475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -837479.000000 Penalty: 4362.533691
	Iteration 49Q: 3 clusters Score -837479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -837479.000000 Penalty: 4362.533691
	Iteration 50F: 3 clusters Score -837479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -382463.281250 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -382463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -379016.187500 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -379016.2 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -379739.375000 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -379739.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -379927.562500 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -379927.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380060.156250 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -380060.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -380146.156250 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -380146.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -380206.781250 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -380206.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -380252.531250 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -380252.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -380274.906250 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -380274.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380304.031250 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -380304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -380331.843750 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -380331.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -380359.000000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -380359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -380383.437500 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -380383.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -380401.937500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -380401.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -380416.156250 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -380416.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -380428.687500 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -380428.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -380437.906250 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -380437.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -380443.437500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -380443.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -380449.031250 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -380449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -380453.875000 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -380453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -380461.312500 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -380461.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -380465.437500 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -380465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -380471.125000 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -380471.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -380477.656250 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -380477.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -380484.312500 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -380484.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -380488.156250 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -380488.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -380492.406250 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -380492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -380494.000000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -380494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -380495.281250 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -380495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -380496.312500 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -380496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -380496.875000 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -380496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -380497.125000 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -380497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -380497.125000 Penalty: 4008.871582
	Iteration 31F: 3 clusters Score -380497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -110137.414062 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -110137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108246.015625 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -108246 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108663.312500 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -108663.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -108939.781250 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -108939.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -109137.609375 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -109137.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -109296.398438 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -109296.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -109456.648438 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -109456.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -109575.460938 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -109575.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109695.632812 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -109695.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -109801.523438 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -109801.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -109877.937500 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -109877.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109931.210938 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -109931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109968.882812 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -109968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -109970.125000 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -109970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -109970.125000 Penalty: 3398.187744
	Iteration 13F: 3 clusters Score -109970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -214923.296875 Penalty: 1850.344238
	Iteration 0F: 2 clusters Score -214923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212488.734375 Penalty: 3700.688477
	Iteration 0F: 3 clusters Score -212488.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212869.343750 Penalty: 3700.688477
	Iteration 1F: 3 clusters Score -212869.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -212969.718750 Penalty: 3700.688477
	Iteration 2F: 3 clusters Score -212969.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213025.015625 Penalty: 3700.688477
	Iteration 3Q: 3 clusters Score -213025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213051.750000 Penalty: 3700.688477
	Iteration 4Q: 3 clusters Score -213051.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -213069.937500 Penalty: 3700.688477
	Iteration 5Q: 3 clusters Score -213069.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213079.531250 Penalty: 3700.688477
	Iteration 6Q: 3 clusters Score -213079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -213093.859375 Penalty: 3700.688477
	Iteration 7Q: 3 clusters Score -213093.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -213106.062500 Penalty: 3700.688477
	Iteration 8Q: 3 clusters Score -213106.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -213123.156250 Penalty: 3700.688477
	Iteration 9Q: 3 clusters Score -213123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213136.171875 Penalty: 3700.688477
	Iteration 10Q: 3 clusters Score -213136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213148.234375 Penalty: 3700.688477
	Iteration 11Q: 3 clusters Score -213148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -213159.375000 Penalty: 3700.688477
	Iteration 12Q: 3 clusters Score -213159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213165.343750 Penalty: 3700.688477
	Iteration 13Q: 3 clusters Score -213165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -213167.437500 Penalty: 3700.688477
	Iteration 14Q: 3 clusters Score -213167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -213169.468750 Penalty: 3700.688477
	Iteration 15Q: 3 clusters Score -213169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -213169.468750 Penalty: 3700.688477
	Iteration 16F: 3 clusters Score -213169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Entering Unmasked Estep 
Score: -5501702.500000 Penalty: 2651.979492
	Iteration 0F: 2 clusters Score -5501702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5471887.500000 Penalty: 5303.958984
	Iteration 0F: 3 clusters Score -5471888 nChanged 20212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5482728.500000 Penalty: 5303.958984
	Iteration 1F: 3 clusters Score -5482728 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5483110.500000 Penalty: 5303.958984
	Iteration 2Q: 3 clusters Score -5483110 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5483476.500000 Penalty: 5303.958984
	Iteration 3Q: 3 clusters Score -5483476 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5483766.500000 Penalty: 5303.958984
	Iteration 4Q: 3 clusters Score -5483766 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5484021.000000 Penalty: 5303.958984
	Iteration 5Q: 3 clusters Score -5484021 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5484256.500000 Penalty: 5303.958984
	Iteration 6Q: 3 clusters Score -5484256 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -5484419.000000 Penalty: 5303.958984
	Iteration 7Q: 3 clusters Score -5484419 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5484635.000000 Penalty: 5303.958984
	Iteration 8Q: 3 clusters Score -5484635 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5484831.500000 Penalty: 5303.958984
	Iteration 9Q: 3 clusters Score -5484832 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5485001.500000 Penalty: 5303.958984
	Iteration 10Q: 3 clusters Score -5485002 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5485247.500000 Penalty: 5303.958984
	Iteration 11Q: 3 clusters Score -5485248 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5485594.500000 Penalty: 5303.958984
	Iteration 12Q: 3 clusters Score -5485594 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -5485980.000000 Penalty: 5303.958984
	Iteration 13Q: 3 clusters Score -5485980 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5486662.500000 Penalty: 5303.958984
	Iteration 14Q: 3 clusters Score -5486662 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5487812.000000 Penalty: 5303.958984
	Iteration 15Q: 3 clusters Score -5487812 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5489423.500000 Penalty: 5303.958984
	Iteration 16Q: 3 clusters Score -5489424 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5491464.000000 Penalty: 5303.958984
	Iteration 17F: 3 clusters Score -5491464 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -5493281.500000 Penalty: 5303.958984
	Iteration 18Q: 3 clusters Score -5493282 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5494557.000000 Penalty: 5303.958984
	Iteration 19Q: 3 clusters Score -5494557 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5495320.000000 Penalty: 5303.958984
	Iteration 20F: 3 clusters Score -5495320 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -5495861.500000 Penalty: 5303.958984
	Iteration 21Q: 3 clusters Score -5495862 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5496263.500000 Penalty: 5303.958984
	Iteration 22Q: 3 clusters Score -5496264 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5496648.500000 Penalty: 5303.958984
	Iteration 23Q: 3 clusters Score -5496648 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5496921.000000 Penalty: 5303.958984
	Iteration 24Q: 3 clusters Score -5496921 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5497169.000000 Penalty: 5303.958984
	Iteration 25Q: 3 clusters Score -5497169 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5497414.000000 Penalty: 5303.958984
	Iteration 26Q: 3 clusters Score -5497414 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5497597.500000 Penalty: 5303.958984
	Iteration 27Q: 3 clusters Score -5497598 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -5497784.500000 Penalty: 5303.958984
	Iteration 28Q: 3 clusters Score -5497784 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5497957.000000 Penalty: 5303.958984
	Iteration 29Q: 3 clusters Score -5497957 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5498120.500000 Penalty: 5303.958984
	Iteration 30Q: 3 clusters Score -5498120 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5498256.500000 Penalty: 5303.958984
	Iteration 31Q: 3 clusters Score -5498256 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5498368.500000 Penalty: 5303.958984
	Iteration 32Q: 3 clusters Score -5498368 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5498469.500000 Penalty: 5303.958984
	Iteration 33Q: 3 clusters Score -5498470 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5498567.500000 Penalty: 5303.958984
	Iteration 34Q: 3 clusters Score -5498568 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5498652.500000 Penalty: 5303.958984
	Iteration 35Q: 3 clusters Score -5498652 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5498774.000000 Penalty: 5303.958984
	Iteration 36Q: 3 clusters Score -5498774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5498848.500000 Penalty: 5303.958984
	Iteration 37Q: 3 clusters Score -5498848 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5498909.000000 Penalty: 5303.958984
	Iteration 38Q: 3 clusters Score -5498909 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5499007.500000 Penalty: 5303.958984
	Iteration 39Q: 3 clusters Score -5499008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -5499051.500000 Penalty: 5303.958984
	Iteration 40F: 3 clusters Score -5499052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5499083.000000 Penalty: 5303.958984
	Iteration 41Q: 3 clusters Score -5499083 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5499128.000000 Penalty: 5303.958984
	Iteration 42Q: 3 clusters Score -5499128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5499156.000000 Penalty: 5303.958984
	Iteration 43Q: 3 clusters Score -5499156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5499180.000000 Penalty: 5303.958984
	Iteration 44Q: 3 clusters Score -5499180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -5499209.000000 Penalty: 5303.958984
	Iteration 45Q: 3 clusters Score -5499209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5499218.000000 Penalty: 5303.958984
	Iteration 46Q: 3 clusters Score -5499218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -5499253.500000 Penalty: 5303.958984
	Iteration 47Q: 3 clusters Score -5499254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -5499268.500000 Penalty: 5303.958984
	Iteration 48Q: 3 clusters Score -5499268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5499291.500000 Penalty: 5303.958984
	Iteration 49Q: 3 clusters Score -5499292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5499297.000000 Penalty: 5303.958984
	Iteration 50Q: 3 clusters Score -5499297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5499318.000000 Penalty: 5303.958984
	Iteration 51Q: 3 clusters Score -5499318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5499334.000000 Penalty: 5303.958984
	Iteration 52Q: 3 clusters Score -5499334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5499340.500000 Penalty: 5303.958984
	Iteration 53Q: 3 clusters Score -5499340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5499358.500000 Penalty: 5303.958984
	Iteration 54Q: 3 clusters Score -5499358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5499359.500000 Penalty: 5303.958984
	Iteration 55Q: 3 clusters Score -5499360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5499375.500000 Penalty: 5303.958984
	Iteration 56Q: 3 clusters Score -5499376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5499383.500000 Penalty: 5303.958984
	Iteration 57Q: 3 clusters Score -5499384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5499386.500000 Penalty: 5303.958984
	Iteration 58Q: 3 clusters Score -5499386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5499390.500000 Penalty: 5303.958984
	Iteration 59Q: 3 clusters Score -5499390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5499394.000000 Penalty: 5303.958984
	Iteration 60F: 3 clusters Score -5499394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5499400.000000 Penalty: 5303.958984
	Iteration 61Q: 3 clusters Score -5499400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5499398.500000 Penalty: 5303.958984
	Iteration 62Q: 3 clusters Score -5499398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5499400.000000 Penalty: 5303.958984
	Iteration 63Q: 3 clusters Score -5499400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5499409.000000 Penalty: 5303.958984
	Iteration 64Q: 3 clusters Score -5499409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5499403.500000 Penalty: 5303.958984
	Iteration 65Q: 3 clusters Score -5499404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5499405.500000 Penalty: 5303.958984
	Iteration 66Q: 3 clusters Score -5499406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5499400.500000 Penalty: 5303.958984
	Iteration 67Q: 3 clusters Score -5499400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -5499413.000000 Penalty: 5303.958984
	Iteration 68Q: 3 clusters Score -5499413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -5499408.000000 Penalty: 5303.958984
	Iteration 69Q: 3 clusters Score -5499408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5499417.000000 Penalty: 5303.958984
	Iteration 70Q: 3 clusters Score -5499417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5499419.000000 Penalty: 5303.958984
	Iteration 71Q: 3 clusters Score -5499419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -5499414.500000 Penalty: 5303.958984
	Iteration 72Q: 3 clusters Score -5499414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5499418.000000 Penalty: 5303.958984
	Iteration 73Q: 3 clusters Score -5499418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5499420.000000 Penalty: 5303.958984
	Iteration 74Q: 3 clusters Score -5499420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5499419.500000 Penalty: 5303.958984
	Iteration 75Q: 3 clusters Score -5499420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5499417.500000 Penalty: 5303.958984
	Iteration 76Q: 3 clusters Score -5499418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5499422.500000 Penalty: 5303.958984
	Iteration 77Q: 3 clusters Score -5499422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5499425.500000 Penalty: 5303.958984
	Iteration 78Q: 3 clusters Score -5499426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5499424.000000 Penalty: 5303.958984
	Iteration 79Q: 3 clusters Score -5499424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5499424.000000 Penalty: 5303.958984
	Iteration 80F: 3 clusters Score -5499424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -204249.640625 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -204249.6 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 884 members 
Entering Unmasked Estep 
Score: -201835.328125 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -201835.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202340.218750 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -202340.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202644.312500 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -202644.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -202819.281250 Penalty: 3707.205566
	Iteration 3F: 3 clusters Score -202819.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -202972.734375 Penalty: 3707.205566
	Iteration 4F: 3 clusters Score -202972.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203095.234375 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -203095.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -203189.031250 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -203189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203257.984375 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -203258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -203326.671875 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -203326.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -203390.531250 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -203390.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -203442.656250 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -203442.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -203491.515625 Penalty: 3707.205566
	Iteration 11Q: 3 clusters Score -203491.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -203533.968750 Penalty: 3707.205566
	Iteration 12Q: 3 clusters Score -203534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -203560.500000 Penalty: 3707.205566
	Iteration 13Q: 3 clusters Score -203560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -203590.109375 Penalty: 3707.205566
	Iteration 14Q: 3 clusters Score -203590.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -203611.531250 Penalty: 3707.205566
	Iteration 15Q: 3 clusters Score -203611.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -203621.546875 Penalty: 3707.205566
	Iteration 16Q: 3 clusters Score -203621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -203630.000000 Penalty: 3707.205566
	Iteration 17Q: 3 clusters Score -203630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -203665.390625 Penalty: 3707.205566
	Iteration 18Q: 3 clusters Score -203665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -203699.375000 Penalty: 3707.205566
	Iteration 19Q: 3 clusters Score -203699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -203718.390625 Penalty: 3707.205566
	Iteration 20F: 3 clusters Score -203718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -203749.125000 Penalty: 3707.205566
	Iteration 21Q: 3 clusters Score -203749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -203758.859375 Penalty: 3707.205566
	Iteration 22Q: 3 clusters Score -203758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -203768.265625 Penalty: 3707.205566
	Iteration 23Q: 3 clusters Score -203768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -203774.765625 Penalty: 3707.205566
	Iteration 24Q: 3 clusters Score -203774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -203780.906250 Penalty: 3707.205566
	Iteration 25Q: 3 clusters Score -203780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -203783.109375 Penalty: 3707.205566
	Iteration 26Q: 3 clusters Score -203783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -203785.890625 Penalty: 3707.205566
	Iteration 27Q: 3 clusters Score -203785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -203789.390625 Penalty: 3707.205566
	Iteration 28Q: 3 clusters Score -203789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -203789.390625 Penalty: 3707.205566
	Iteration 29F: 3 clusters Score -203789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -154213.281250 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -154213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152066.187500 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -152066.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152365.703125 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -152365.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152467.859375 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -152467.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152534.687500 Penalty: 3550.623047
	Iteration 3Q: 3 clusters Score -152534.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -152579.375000 Penalty: 3550.623047
	Iteration 4Q: 3 clusters Score -152579.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152608.734375 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -152608.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152635.921875 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -152635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152650.546875 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -152650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152657.390625 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -152657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152665.078125 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -152665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152675.906250 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -152675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152683.093750 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -152683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152692.625000 Penalty: 3550.623047
	Iteration 12Q: 3 clusters Score -152692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152697.703125 Penalty: 3550.623047
	Iteration 13Q: 3 clusters Score -152697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152701.343750 Penalty: 3550.623047
	Iteration 14Q: 3 clusters Score -152701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152705.484375 Penalty: 3550.623047
	Iteration 15Q: 3 clusters Score -152705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152709.312500 Penalty: 3550.623047
	Iteration 16Q: 3 clusters Score -152709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152712.343750 Penalty: 3550.623047
	Iteration 17Q: 3 clusters Score -152712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152712.343750 Penalty: 3550.623047
	Iteration 18F: 3 clusters Score -152712.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1110347.875000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -1110348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1103461.500000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -1103462 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1105347.375000 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -1105347 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1105573.125000 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -1105573 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1105737.500000 Penalty: 4504.246582
	Iteration 3Q: 3 clusters Score -1105738 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1105902.000000 Penalty: 4504.246582
	Iteration 4Q: 3 clusters Score -1105902 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1106038.500000 Penalty: 4504.246582
	Iteration 5Q: 3 clusters Score -1106038 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1106161.250000 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -1106161 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1106275.125000 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -1106275 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1106383.625000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -1106384 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1106505.375000 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -1106505 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1106630.250000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -1106630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1106753.625000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -1106754 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1106920.500000 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -1106920 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1107094.875000 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -1107095 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1107257.625000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -1107258 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1107429.500000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -1107430 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1107606.375000 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -1107606 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1107759.125000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -1107759 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1107879.000000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -1107879 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1107993.375000 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -1107993 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1108067.750000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -1108068 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1108134.625000 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -1108135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1108170.250000 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -1108170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1108205.000000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -1108205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1108231.500000 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -1108232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1108270.625000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -1108271 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1108300.125000 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -1108300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1108327.625000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -1108328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1108345.000000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -1108345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1108358.500000 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -1108358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1108374.125000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -1108374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1108392.250000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -1108392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1108417.000000 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -1108417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1108439.000000 Penalty: 4504.246582
	Iteration 33Q: 3 clusters Score -1108439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1108455.125000 Penalty: 4504.246582
	Iteration 34Q: 3 clusters Score -1108455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1108468.375000 Penalty: 4504.246582
	Iteration 35Q: 3 clusters Score -1108468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1108487.750000 Penalty: 4504.246582
	Iteration 36Q: 3 clusters Score -1108488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1108500.875000 Penalty: 4504.246582
	Iteration 37Q: 3 clusters Score -1108501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1108515.375000 Penalty: 4504.246582
	Iteration 38Q: 3 clusters Score -1108515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1108525.875000 Penalty: 4504.246582
	Iteration 39Q: 3 clusters Score -1108526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1108533.625000 Penalty: 4504.246582
	Iteration 40F: 3 clusters Score -1108534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1108540.500000 Penalty: 4504.246582
	Iteration 41Q: 3 clusters Score -1108540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1108551.750000 Penalty: 4504.246582
	Iteration 42Q: 3 clusters Score -1108552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1108562.000000 Penalty: 4504.246582
	Iteration 43Q: 3 clusters Score -1108562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1108567.125000 Penalty: 4504.246582
	Iteration 44Q: 3 clusters Score -1108567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1108575.875000 Penalty: 4504.246582
	Iteration 45Q: 3 clusters Score -1108576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1108581.500000 Penalty: 4504.246582
	Iteration 46Q: 3 clusters Score -1108582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1108590.000000 Penalty: 4504.246582
	Iteration 47Q: 3 clusters Score -1108590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1108597.375000 Penalty: 4504.246582
	Iteration 48Q: 3 clusters Score -1108597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1108604.625000 Penalty: 4504.246582
	Iteration 49Q: 3 clusters Score -1108605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1108612.500000 Penalty: 4504.246582
	Iteration 50Q: 3 clusters Score -1108612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1108614.500000 Penalty: 4504.246582
	Iteration 51Q: 3 clusters Score -1108614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1108618.875000 Penalty: 4504.246582
	Iteration 52Q: 3 clusters Score -1108619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1108620.000000 Penalty: 4504.246582
	Iteration 53Q: 3 clusters Score -1108620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1108622.625000 Penalty: 4504.246582
	Iteration 54Q: 3 clusters Score -1108623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1108626.000000 Penalty: 4504.246582
	Iteration 55Q: 3 clusters Score -1108626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1108633.750000 Penalty: 4504.246582
	Iteration 56Q: 3 clusters Score -1108634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1108635.375000 Penalty: 4504.246582
	Iteration 57Q: 3 clusters Score -1108635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1108635.125000 Penalty: 4504.246582
	Iteration 58Q: 3 clusters Score -1108635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1108642.125000 Penalty: 4504.246582
	Iteration 59Q: 3 clusters Score -1108642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1108642.125000 Penalty: 4504.246582
	Iteration 60F: 3 clusters Score -1108642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1108643.625000 Penalty: 4504.246582
	Iteration 61Q: 3 clusters Score -1108644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1108646.000000 Penalty: 4504.246582
	Iteration 62Q: 3 clusters Score -1108646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1108648.125000 Penalty: 4504.246582
	Iteration 63Q: 3 clusters Score -1108648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1108649.625000 Penalty: 4504.246582
	Iteration 64Q: 3 clusters Score -1108650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1108651.250000 Penalty: 4504.246582
	Iteration 65Q: 3 clusters Score -1108651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1108651.125000 Penalty: 4504.246582
	Iteration 66Q: 3 clusters Score -1108651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1108652.750000 Penalty: 4504.246582
	Iteration 67Q: 3 clusters Score -1108653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1108654.750000 Penalty: 4504.246582
	Iteration 68Q: 3 clusters Score -1108655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1108655.625000 Penalty: 4504.246582
	Iteration 69Q: 3 clusters Score -1108656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1108661.125000 Penalty: 4504.246582
	Iteration 70Q: 3 clusters Score -1108661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1108663.500000 Penalty: 4504.246582
	Iteration 71Q: 3 clusters Score -1108664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1108670.500000 Penalty: 4504.246582
	Iteration 72Q: 3 clusters Score -1108670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1108673.125000 Penalty: 4504.246582
	Iteration 73Q: 3 clusters Score -1108673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1108675.000000 Penalty: 4504.246582
	Iteration 74Q: 3 clusters Score -1108675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1108676.125000 Penalty: 4504.246582
	Iteration 75Q: 3 clusters Score -1108676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1108677.875000 Penalty: 4504.246582
	Iteration 76Q: 3 clusters Score -1108678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1108680.250000 Penalty: 4504.246582
	Iteration 77Q: 3 clusters Score -1108680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1108680.000000 Penalty: 4504.246582
	Iteration 78Q: 3 clusters Score -1108680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1108679.500000 Penalty: 4504.246582
	Iteration 79Q: 3 clusters Score -1108680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1108681.000000 Penalty: 4504.246582
	Iteration 80F: 3 clusters Score -1108681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1108681.625000 Penalty: 4504.246582
	Iteration 81Q: 3 clusters Score -1108682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1108681.875000 Penalty: 4504.246582
	Iteration 82Q: 3 clusters Score -1108682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1108681.875000 Penalty: 4504.246582
	Iteration 83Q: 3 clusters Score -1108682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1108686.875000 Penalty: 4504.246582
	Iteration 84Q: 3 clusters Score -1108687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1108686.125000 Penalty: 4504.246582
	Iteration 85Q: 3 clusters Score -1108686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1108684.500000 Penalty: 4504.246582
	Iteration 86Q: 3 clusters Score -1108684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1108685.125000 Penalty: 4504.246582
	Iteration 87Q: 3 clusters Score -1108685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1108684.625000 Penalty: 4504.246582
	Iteration 88Q: 3 clusters Score -1108685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1108686.250000 Penalty: 4504.246582
	Iteration 89Q: 3 clusters Score -1108686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1108686.000000 Penalty: 4504.246582
	Iteration 90Q: 3 clusters Score -1108686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1108686.625000 Penalty: 4504.246582
	Iteration 91Q: 3 clusters Score -1108687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1108686.625000 Penalty: 4504.246582
	Iteration 92F: 3 clusters Score -1108687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Entering Unmasked Estep 
Score: -6579121.500000 Penalty: 2703.413574
	Iteration 0F: 2 clusters Score -6579122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6542629.500000 Penalty: 5406.827148
	Iteration 0F: 3 clusters Score -6542630 nChanged 25097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6556336.500000 Penalty: 5406.827148
	Iteration 1F: 3 clusters Score -6556336 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6556834.500000 Penalty: 5406.827148
	Iteration 2Q: 3 clusters Score -6556834 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -6557229.000000 Penalty: 5406.827148
	Iteration 3Q: 3 clusters Score -6557229 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -6557517.000000 Penalty: 5406.827148
	Iteration 4Q: 3 clusters Score -6557517 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6557891.000000 Penalty: 5406.827148
	Iteration 5Q: 3 clusters Score -6557891 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -6558521.000000 Penalty: 5406.827148
	Iteration 6Q: 3 clusters Score -6558521 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -6559436.500000 Penalty: 5406.827148
	Iteration 7Q: 3 clusters Score -6559436 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -6561056.500000 Penalty: 5406.827148
	Iteration 8F: 3 clusters Score -6561056 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -6563765.000000 Penalty: 5406.827148
	Iteration 9F: 3 clusters Score -6563765 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -6567651.000000 Penalty: 5406.827148
	Iteration 10F: 3 clusters Score -6567651 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -6571711.500000 Penalty: 5406.827148
	Iteration 11F: 3 clusters Score -6571712 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6574596.000000 Penalty: 5406.827148
	Iteration 12F: 3 clusters Score -6574596 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6575983.500000 Penalty: 5406.827148
	Iteration 13Q: 3 clusters Score -6575984 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6576458.000000 Penalty: 5406.827148
	Iteration 14Q: 3 clusters Score -6576458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6576624.500000 Penalty: 5406.827148
	Iteration 15Q: 3 clusters Score -6576624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6576689.000000 Penalty: 5406.827148
	Iteration 16Q: 3 clusters Score -6576689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6576712.500000 Penalty: 5406.827148
	Iteration 17Q: 3 clusters Score -6576712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6576726.500000 Penalty: 5406.827148
	Iteration 18Q: 3 clusters Score -6576726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6576746.000000 Penalty: 5406.827148
	Iteration 19Q: 3 clusters Score -6576746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6576756.000000 Penalty: 5406.827148
	Iteration 20F: 3 clusters Score -6576756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6576770.500000 Penalty: 5406.827148
	Iteration 21Q: 3 clusters Score -6576770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6576783.000000 Penalty: 5406.827148
	Iteration 22Q: 3 clusters Score -6576783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6576781.500000 Penalty: 5406.827148
	Iteration 23Q: 3 clusters Score -6576782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6576781.500000 Penalty: 5406.827148
	Iteration 24F: 3 clusters Score -6576782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (207443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207443 members 
Entering Unmasked Estep 
Score: -25992196.000000 Penalty: 3036.167725
	Iteration 0F: 2 clusters Score -2.59922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -25865080.000000 Penalty: 6072.335449
	Iteration 0F: 3 clusters Score -2.586508e+07 nChanged 99576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101544 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -25922560.000000 Penalty: 6072.335449
	Iteration 1F: 3 clusters Score -2.592256e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -25923328.000000 Penalty: 6072.335449
	Iteration 2Q: 3 clusters Score -2.592333e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 109922 members 
Entering Unmasked Estep 
Score: -25924326.000000 Penalty: 6072.335449
	Iteration 3Q: 3 clusters Score -2.592433e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -25925636.000000 Penalty: 6072.335449
	Iteration 4Q: 3 clusters Score -2.592564e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -25927740.000000 Penalty: 6072.335449
	Iteration 5Q: 3 clusters Score -2.592774e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 128618 members 
Entering Unmasked Estep 
Score: -25932182.000000 Penalty: 6072.335449
	Iteration 6Q: 3 clusters Score -2.593218e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 141837 members 
Entering Unmasked Estep 
Score: -25940396.000000 Penalty: 6072.335449
	Iteration 7F: 3 clusters Score -2.59404e+07 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -25953980.000000 Penalty: 6072.335449
	Iteration 8F: 3 clusters Score -2.595398e+07 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 179147 members 
Entering Unmasked Estep 
Score: -25969432.000000 Penalty: 6072.335449
	Iteration 9F: 3 clusters Score -2.596943e+07 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 194964 members 
Entering Unmasked Estep 
Score: -25981066.000000 Penalty: 6072.335449
	Iteration 10F: 3 clusters Score -2.598107e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 203023 members 
Entering Unmasked Estep 
Score: -25986446.000000 Penalty: 6072.335449
	Iteration 11Q: 3 clusters Score -2.598645e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 205909 members 
Entering Unmasked Estep 
Score: -25988466.000000 Penalty: 6072.335449
	Iteration 12Q: 3 clusters Score -2.598847e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -25989116.000000 Penalty: 6072.335449
	Iteration 13Q: 3 clusters Score -2.598912e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -25989314.000000 Penalty: 6072.335449
	Iteration 14Q: 3 clusters Score -2.598931e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 207018 members 
Entering Unmasked Estep 
Score: -25989386.000000 Penalty: 6072.335449
	Iteration 15Q: 3 clusters Score -2.598939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 207044 members 
Entering Unmasked Estep 
Score: -25989444.000000 Penalty: 6072.335449
	Iteration 16Q: 3 clusters Score -2.598944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 207059 members 
Entering Unmasked Estep 
Score: -25989468.000000 Penalty: 6072.335449
	Iteration 17Q: 3 clusters Score -2.598947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 207067 members 
Entering Unmasked Estep 
Score: -25989496.000000 Penalty: 6072.335449
	Iteration 18Q: 3 clusters Score -2.59895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 207074 members 
Entering Unmasked Estep 
Score: -25989520.000000 Penalty: 6072.335449
	Iteration 19Q: 3 clusters Score -2.598952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 207080 members 
Entering Unmasked Estep 
Score: -25989548.000000 Penalty: 6072.335449
	Iteration 20F: 3 clusters Score -2.598955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 207085 members 
Entering Unmasked Estep 
Score: -25989558.000000 Penalty: 6072.335449
	Iteration 21Q: 3 clusters Score -2.598956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 207087 members 
Entering Unmasked Estep 
Score: -25989552.000000 Penalty: 6072.335449
	Iteration 22Q: 3 clusters Score -2.598955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 207089 members 
Entering Unmasked Estep 
Score: -25989558.000000 Penalty: 6072.335449
	Iteration 23Q: 3 clusters Score -2.598956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207088 members 
Entering Unmasked Estep 
Score: -25989562.000000 Penalty: 6072.335449
	Iteration 24Q: 3 clusters Score -2.598956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207088 members 
Entering Unmasked Estep 
Score: -25989562.000000 Penalty: 6072.335449
	Iteration 25F: 3 clusters Score -2.598956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 256 members 
Entering Unmasked Estep 
Score: -64542.781250 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64542.78 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64688.332031 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64688.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64737.812500 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64737.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64756.726562 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64756.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64769.269531 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64769.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64771.785156 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64771.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64777.863281 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64777.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64784.433594 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64784.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64791.980469 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -64791.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64796.285156 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -64796.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64796.285156 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -64796.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104363.007812 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104363 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104821.164062 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104821.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105130.468750 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105130.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105529.796875 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105529.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105899.046875 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -105899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -106055.437500 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -106055.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106276.656250 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -106276.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106433.562500 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -106433.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106522.617188 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -106522.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106642.156250 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -106642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106708.835938 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -106708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106776.054688 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -106776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106854.773438 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -106854.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106965.203125 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -106965.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107033.343750 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -107033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107039.906250 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -107039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107040.906250 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -107040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107040.976562 Penalty: 3421.762451
	Iteration 17F: 3 clusters Score -107041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107042.320312 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -107042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107046.414062 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -107046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107051.921875 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -107051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107055.476562 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -107055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107058.773438 Penalty: 3421.762451
	Iteration 22Q: 3 clusters Score -107058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107060.335938 Penalty: 3421.762451
	Iteration 23Q: 3 clusters Score -107060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107063.468750 Penalty: 3421.762451
	Iteration 24Q: 3 clusters Score -107063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -107064.515625 Penalty: 3421.762451
	Iteration 25Q: 3 clusters Score -107064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107067.328125 Penalty: 3421.762451
	Iteration 26Q: 3 clusters Score -107067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -107068.593750 Penalty: 3421.762451
	Iteration 27Q: 3 clusters Score -107068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107069.546875 Penalty: 3421.762451
	Iteration 28Q: 3 clusters Score -107069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107070.820312 Penalty: 3421.762451
	Iteration 29Q: 3 clusters Score -107070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107070.820312 Penalty: 3421.762451
	Iteration 30F: 3 clusters Score -107070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 54223 members 
Mstep: Class 10 contains 207443 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 416 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 164584 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157037 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21521 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166219 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
Score: -105734176.000000 Penalty: 74535.210938
Splitting cluster 12 changes total score from -105735272.000000 to -105734176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (14007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Entering Unmasked Estep 
Score: -1777716.625000 Penalty: 2367.733643
	Iteration 0F: 2 clusters Score -1777717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1767469.625000 Penalty: 4735.467285
	Iteration 0F: 3 clusters Score -1767470 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1770555.500000 Penalty: 4735.467285
	Iteration 1F: 3 clusters Score -1770556 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1770876.875000 Penalty: 4735.467285
	Iteration 2F: 3 clusters Score -1770877 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1771152.875000 Penalty: 4735.467285
	Iteration 3Q: 3 clusters Score -1771153 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1771370.125000 Penalty: 4735.467285
	Iteration 4Q: 3 clusters Score -1771370 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1771574.750000 Penalty: 4735.467285
	Iteration 5Q: 3 clusters Score -1771575 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1771791.625000 Penalty: 4735.467285
	Iteration 6Q: 3 clusters Score -1771792 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1772074.125000 Penalty: 4735.467285
	Iteration 7Q: 3 clusters Score -1772074 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1772418.875000 Penalty: 4735.467285
	Iteration 8Q: 3 clusters Score -1772419 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1772851.875000 Penalty: 4735.467285
	Iteration 9Q: 3 clusters Score -1772852 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1773363.000000 Penalty: 4735.467285
	Iteration 10F: 3 clusters Score -1773363 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1773912.750000 Penalty: 4735.467285
	Iteration 11Q: 3 clusters Score -1773913 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1774412.375000 Penalty: 4735.467285
	Iteration 12Q: 3 clusters Score -1774412 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1774795.375000 Penalty: 4735.467285
	Iteration 13Q: 3 clusters Score -1774795 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1775069.750000 Penalty: 4735.467285
	Iteration 14Q: 3 clusters Score -1775070 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1775258.750000 Penalty: 4735.467285
	Iteration 15Q: 3 clusters Score -1775259 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1775369.625000 Penalty: 4735.467285
	Iteration 16Q: 3 clusters Score -1775370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1775428.250000 Penalty: 4735.467285
	Iteration 17Q: 3 clusters Score -1775428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1775488.375000 Penalty: 4735.467285
	Iteration 18Q: 3 clusters Score -1775488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1775520.750000 Penalty: 4735.467285
	Iteration 19Q: 3 clusters Score -1775521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1775550.625000 Penalty: 4735.467285
	Iteration 20F: 3 clusters Score -1775551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1775569.125000 Penalty: 4735.467285
	Iteration 21Q: 3 clusters Score -1775569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1775584.875000 Penalty: 4735.467285
	Iteration 22Q: 3 clusters Score -1775585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1775594.375000 Penalty: 4735.467285
	Iteration 23Q: 3 clusters Score -1775594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1775604.125000 Penalty: 4735.467285
	Iteration 24Q: 3 clusters Score -1775604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1775609.000000 Penalty: 4735.467285
	Iteration 25Q: 3 clusters Score -1775609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1775609.375000 Penalty: 4735.467285
	Iteration 26Q: 3 clusters Score -1775609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1775610.625000 Penalty: 4735.467285
	Iteration 27Q: 3 clusters Score -1775611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1775614.375000 Penalty: 4735.467285
	Iteration 28Q: 3 clusters Score -1775614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1775619.375000 Penalty: 4735.467285
	Iteration 29Q: 3 clusters Score -1775619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1775627.125000 Penalty: 4735.467285
	Iteration 30Q: 3 clusters Score -1775627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1775631.125000 Penalty: 4735.467285
	Iteration 31Q: 3 clusters Score -1775631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1775631.125000 Penalty: 4735.467285
	Iteration 32Q: 3 clusters Score -1775631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1775636.000000 Penalty: 4735.467285
	Iteration 33Q: 3 clusters Score -1775636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1775638.000000 Penalty: 4735.467285
	Iteration 34Q: 3 clusters Score -1775638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1775638.875000 Penalty: 4735.467285
	Iteration 35Q: 3 clusters Score -1775639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1775638.875000 Penalty: 4735.467285
	Iteration 36F: 3 clusters Score -1775639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Entering Unmasked Estep 
Score: -20698770.000000 Penalty: 2978.771729
	Iteration 0F: 2 clusters Score -2.069877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -20593528.000000 Penalty: 5957.543457
	Iteration 0F: 3 clusters Score -2.059353e+07 nChanged 78794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -20639890.000000 Penalty: 5957.543457
	Iteration 1F: 3 clusters Score -2.063989e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -20640818.000000 Penalty: 5957.543457
	Iteration 2Q: 3 clusters Score -2.064082e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -20642008.000000 Penalty: 5957.543457
	Iteration 3Q: 3 clusters Score -2.064201e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -20643990.000000 Penalty: 5957.543457
	Iteration 4Q: 3 clusters Score -2.064399e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -20647514.000000 Penalty: 5957.543457
	Iteration 5Q: 3 clusters Score -2.064751e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -20653624.000000 Penalty: 5957.543457
	Iteration 6F: 3 clusters Score -2.065362e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123407 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -20663432.000000 Penalty: 5957.543457
	Iteration 7F: 3 clusters Score -2.066343e+07 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137452 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -20675792.000000 Penalty: 5957.543457
	Iteration 8F: 3 clusters Score -2.067579e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -20686694.000000 Penalty: 5957.543457
	Iteration 9F: 3 clusters Score -2.068669e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -20692864.000000 Penalty: 5957.543457
	Iteration 10Q: 3 clusters Score -2.069286e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -20695100.000000 Penalty: 5957.543457
	Iteration 11Q: 3 clusters Score -2.06951e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163403 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20695672.000000 Penalty: 5957.543457
	Iteration 12Q: 3 clusters Score -2.069567e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20695974.000000 Penalty: 5957.543457
	Iteration 13Q: 3 clusters Score -2.069597e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164119 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20696110.000000 Penalty: 5957.543457
	Iteration 14Q: 3 clusters Score -2.069611e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20696188.000000 Penalty: 5957.543457
	Iteration 15Q: 3 clusters Score -2.069619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -20696238.000000 Penalty: 5957.543457
	Iteration 16Q: 3 clusters Score -2.069624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164260 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20696256.000000 Penalty: 5957.543457
	Iteration 17Q: 3 clusters Score -2.069626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20696282.000000 Penalty: 5957.543457
	Iteration 18Q: 3 clusters Score -2.069628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20696288.000000 Penalty: 5957.543457
	Iteration 19Q: 3 clusters Score -2.069629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20696300.000000 Penalty: 5957.543457
	Iteration 20F: 3 clusters Score -2.06963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20696298.000000 Penalty: 5957.543457
	Iteration 21Q: 3 clusters Score -2.06963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20696300.000000 Penalty: 5957.543457
	Iteration 22Q: 3 clusters Score -2.06963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20696300.000000 Penalty: 5957.543457
	Iteration 23F: 3 clusters Score -2.06963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29324.890625 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29324.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29692.609375 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29692.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29996.492188 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29996.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30196.828125 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -30196.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30591.609375 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -30591.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30840.396484 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -30840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31106.953125 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -31106.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31300.955078 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -31300.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31321.613281 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -31321.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31335.039062 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -31335.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31389.433594 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -31389.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31389.433594 Penalty: 2885.287109
	Iteration 11F: 3 clusters Score -31389.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 54223 members 
Mstep: Class 10 contains 207443 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 164584 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 157037 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21521 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166219 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 160 members 
Entering Unmasked Estep 
Score: -105734224.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105735272.000000 to -105734224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (157037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Entering Unmasked Estep 
Score: -19832008.000000 Penalty: 2967.130615
	Iteration 0F: 2 clusters Score -1.983201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -19730112.000000 Penalty: 5934.261230
	Iteration 0F: 3 clusters Score -1.973011e+07 nChanged 74973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -19774336.000000 Penalty: 5934.261230
	Iteration 1F: 3 clusters Score -1.977434e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -19776660.000000 Penalty: 5934.261230
	Iteration 2Q: 3 clusters Score -1.977666e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -19780546.000000 Penalty: 5934.261230
	Iteration 3F: 3 clusters Score -1.978055e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -19786984.000000 Penalty: 5934.261230
	Iteration 4F: 3 clusters Score -1.978698e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -19796646.000000 Penalty: 5934.261230
	Iteration 5F: 3 clusters Score -1.979665e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -19808042.000000 Penalty: 5934.261230
	Iteration 6F: 3 clusters Score -1.980804e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -19817614.000000 Penalty: 5934.261230
	Iteration 7F: 3 clusters Score -1.981761e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -19823562.000000 Penalty: 5934.261230
	Iteration 8Q: 3 clusters Score -1.982356e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -19826668.000000 Penalty: 5934.261230
	Iteration 9Q: 3 clusters Score -1.982667e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144573 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -19828220.000000 Penalty: 5934.261230
	Iteration 10Q: 3 clusters Score -1.982822e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -19829130.000000 Penalty: 5934.261230
	Iteration 11Q: 3 clusters Score -1.982913e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -19829604.000000 Penalty: 5934.261230
	Iteration 12Q: 3 clusters Score -1.98296e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -19829894.000000 Penalty: 5934.261230
	Iteration 13Q: 3 clusters Score -1.982989e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149345 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -19830188.000000 Penalty: 5934.261230
	Iteration 14Q: 3 clusters Score -1.983019e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -19830322.000000 Penalty: 5934.261230
	Iteration 15Q: 3 clusters Score -1.983032e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -19830336.000000 Penalty: 5934.261230
	Iteration 16Q: 3 clusters Score -1.983034e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -19830378.000000 Penalty: 5934.261230
	Iteration 17Q: 3 clusters Score -1.983038e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -19830528.000000 Penalty: 5934.261230
	Iteration 18Q: 3 clusters Score -1.983053e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -19830486.000000 Penalty: 5934.261230
	Iteration 19Q: 3 clusters Score -1.983049e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -19830566.000000 Penalty: 5934.261230
	Iteration 20F: 3 clusters Score -1.983057e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -19830626.000000 Penalty: 5934.261230
	Iteration 21Q: 3 clusters Score -1.983063e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -19830624.000000 Penalty: 5934.261230
	Iteration 22Q: 3 clusters Score -1.983062e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -19830582.000000 Penalty: 5934.261230
	Iteration 23Q: 3 clusters Score -1.983058e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -19830584.000000 Penalty: 5934.261230
	Iteration 24Q: 3 clusters Score -1.983058e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -19830594.000000 Penalty: 5934.261230
	Iteration 25Q: 3 clusters Score -1.983059e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -19830650.000000 Penalty: 5934.261230
	Iteration 26Q: 3 clusters Score -1.983065e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -19830610.000000 Penalty: 5934.261230
	Iteration 27Q: 3 clusters Score -1.983061e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -19830588.000000 Penalty: 5934.261230
	Iteration 28Q: 3 clusters Score -1.983059e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -19830568.000000 Penalty: 5934.261230
	Iteration 29Q: 3 clusters Score -1.983057e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -19830608.000000 Penalty: 5934.261230
	Iteration 30Q: 3 clusters Score -1.983061e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -19830600.000000 Penalty: 5934.261230
	Iteration 31Q: 3 clusters Score -1.98306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19830598.000000 Penalty: 5934.261230
	Iteration 32Q: 3 clusters Score -1.98306e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154354 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -19830562.000000 Penalty: 5934.261230
	Iteration 33Q: 3 clusters Score -1.983056e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19830562.000000 Penalty: 5934.261230
	Iteration 34Q: 3 clusters Score -1.983056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19830562.000000 Penalty: 5934.261230
	Iteration 35Q: 3 clusters Score -1.983056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -19830544.000000 Penalty: 5934.261230
	Iteration 36Q: 3 clusters Score -1.983054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154495 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -19830558.000000 Penalty: 5934.261230
	Iteration 37Q: 3 clusters Score -1.983056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -19830600.000000 Penalty: 5934.261230
	Iteration 38Q: 3 clusters Score -1.98306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -19830604.000000 Penalty: 5934.261230
	Iteration 39Q: 3 clusters Score -1.98306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -19830586.000000 Penalty: 5934.261230
	Iteration 40F: 3 clusters Score -1.983059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154601 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19830578.000000 Penalty: 5934.261230
	Iteration 41Q: 3 clusters Score -1.983058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -19830570.000000 Penalty: 5934.261230
	Iteration 42Q: 3 clusters Score -1.983057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -19830586.000000 Penalty: 5934.261230
	Iteration 43Q: 3 clusters Score -1.983059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19830590.000000 Penalty: 5934.261230
	Iteration 44Q: 3 clusters Score -1.983059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -19830600.000000 Penalty: 5934.261230
	Iteration 45Q: 3 clusters Score -1.98306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -19830604.000000 Penalty: 5934.261230
	Iteration 46Q: 3 clusters Score -1.98306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19830600.000000 Penalty: 5934.261230
	Iteration 47Q: 3 clusters Score -1.98306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19830602.000000 Penalty: 5934.261230
	Iteration 48Q: 3 clusters Score -1.98306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -19830608.000000 Penalty: 5934.261230
	Iteration 49Q: 3 clusters Score -1.983061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19830608.000000 Penalty: 5934.261230
	Iteration 50Q: 3 clusters Score -1.983061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19830606.000000 Penalty: 5934.261230
	Iteration 51Q: 3 clusters Score -1.983061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -19830598.000000 Penalty: 5934.261230
	Iteration 52Q: 3 clusters Score -1.98306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19830594.000000 Penalty: 5934.261230
	Iteration 53Q: 3 clusters Score -1.983059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19830580.000000 Penalty: 5934.261230
	Iteration 54Q: 3 clusters Score -1.983058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19830580.000000 Penalty: 5934.261230
	Iteration 55Q: 3 clusters Score -1.983058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19830588.000000 Penalty: 5934.261230
	Iteration 56Q: 3 clusters Score -1.983059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19830590.000000 Penalty: 5934.261230
	Iteration 57Q: 3 clusters Score -1.983059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154710 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19830602.000000 Penalty: 5934.261230
	Iteration 58Q: 3 clusters Score -1.98306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19830592.000000 Penalty: 5934.261230
	Iteration 59Q: 3 clusters Score -1.983059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19830592.000000 Penalty: 5934.261230
	Iteration 60F: 3 clusters Score -1.983059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82472.054688 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82472.05 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82720.976562 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82720.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82857.671875 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -82857.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83021.554688 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -83021.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83221.203125 Penalty: 3288.819092
	Iteration 4F: 3 clusters Score -83221.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83345.757812 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83345.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83416.210938 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83416.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83489.203125 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83489.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -83531.867188 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83531.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83558.398438 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83571.820312 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83571.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83587.492188 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -83587.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83598.648438 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -83598.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83607.242188 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -83607.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83611.820312 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -83611.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83612.937500 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -83612.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83613.898438 Penalty: 3288.819092
	Iteration 16Q: 3 clusters Score -83613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83615.234375 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -83615.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83617.781250 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -83617.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83635.679688 Penalty: 3288.819092
	Iteration 19Q: 3 clusters Score -83635.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83663.062500 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -83663.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83684.429688 Penalty: 3288.819092
	Iteration 21Q: 3 clusters Score -83684.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83713.078125 Penalty: 3288.819092
	Iteration 22Q: 3 clusters Score -83713.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83761.492188 Penalty: 3288.819092
	Iteration 23Q: 3 clusters Score -83761.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83811.593750 Penalty: 3288.819092
	Iteration 24Q: 3 clusters Score -83811.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83836.945312 Penalty: 3288.819092
	Iteration 25Q: 3 clusters Score -83836.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83844.679688 Penalty: 3288.819092
	Iteration 26Q: 3 clusters Score -83844.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83845.585938 Penalty: 3288.819092
	Iteration 27Q: 3 clusters Score -83845.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83845.585938 Penalty: 3288.819092
	Iteration 28F: 3 clusters Score -83845.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Entering Unmasked Estep 
Score: -2744661.750000 Penalty: 2474.242676
	Iteration 0F: 2 clusters Score -2744662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2729615.500000 Penalty: 4948.485352
	Iteration 0F: 3 clusters Score -2729616 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2734638.500000 Penalty: 4948.485352
	Iteration 1F: 3 clusters Score -2734638 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2735013.000000 Penalty: 4948.485352
	Iteration 2F: 3 clusters Score -2735013 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2735275.000000 Penalty: 4948.485352
	Iteration 3Q: 3 clusters Score -2735275 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2735516.750000 Penalty: 4948.485352
	Iteration 4Q: 3 clusters Score -2735517 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2735711.000000 Penalty: 4948.485352
	Iteration 5Q: 3 clusters Score -2735711 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2735881.250000 Penalty: 4948.485352
	Iteration 6Q: 3 clusters Score -2735881 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2736103.000000 Penalty: 4948.485352
	Iteration 7Q: 3 clusters Score -2736103 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2736325.250000 Penalty: 4948.485352
	Iteration 8Q: 3 clusters Score -2736325 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2736616.500000 Penalty: 4948.485352
	Iteration 9Q: 3 clusters Score -2736616 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2736994.000000 Penalty: 4948.485352
	Iteration 10Q: 3 clusters Score -2736994 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2737473.500000 Penalty: 4948.485352
	Iteration 11Q: 3 clusters Score -2737474 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2738116.000000 Penalty: 4948.485352
	Iteration 12Q: 3 clusters Score -2738116 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2738899.500000 Penalty: 4948.485352
	Iteration 13Q: 3 clusters Score -2738900 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2739726.000000 Penalty: 4948.485352
	Iteration 14Q: 3 clusters Score -2739726 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2740467.250000 Penalty: 4948.485352
	Iteration 15Q: 3 clusters Score -2740467 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2740978.500000 Penalty: 4948.485352
	Iteration 16Q: 3 clusters Score -2740978 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2741340.250000 Penalty: 4948.485352
	Iteration 17Q: 3 clusters Score -2741340 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2741619.000000 Penalty: 4948.485352
	Iteration 18Q: 3 clusters Score -2741619 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2741828.000000 Penalty: 4948.485352
	Iteration 19Q: 3 clusters Score -2741828 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2741959.000000 Penalty: 4948.485352
	Iteration 20F: 3 clusters Score -2741959 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2742068.750000 Penalty: 4948.485352
	Iteration 21Q: 3 clusters Score -2742069 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2742143.500000 Penalty: 4948.485352
	Iteration 22Q: 3 clusters Score -2742144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2742201.000000 Penalty: 4948.485352
	Iteration 23Q: 3 clusters Score -2742201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2742247.500000 Penalty: 4948.485352
	Iteration 24Q: 3 clusters Score -2742248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2742266.250000 Penalty: 4948.485352
	Iteration 25Q: 3 clusters Score -2742266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2742289.000000 Penalty: 4948.485352
	Iteration 26Q: 3 clusters Score -2742289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2742312.250000 Penalty: 4948.485352
	Iteration 27Q: 3 clusters Score -2742312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2742335.500000 Penalty: 4948.485352
	Iteration 28Q: 3 clusters Score -2742336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2742344.750000 Penalty: 4948.485352
	Iteration 29Q: 3 clusters Score -2742345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2742355.750000 Penalty: 4948.485352
	Iteration 30Q: 3 clusters Score -2742356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2742363.500000 Penalty: 4948.485352
	Iteration 31Q: 3 clusters Score -2742364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2742380.750000 Penalty: 4948.485352
	Iteration 32Q: 3 clusters Score -2742381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2742394.750000 Penalty: 4948.485352
	Iteration 33Q: 3 clusters Score -2742395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2742408.750000 Penalty: 4948.485352
	Iteration 34Q: 3 clusters Score -2742409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2742422.750000 Penalty: 4948.485352
	Iteration 35Q: 3 clusters Score -2742423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2742437.500000 Penalty: 4948.485352
	Iteration 36Q: 3 clusters Score -2742438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2742439.250000 Penalty: 4948.485352
	Iteration 37Q: 3 clusters Score -2742439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2742450.000000 Penalty: 4948.485352
	Iteration 38Q: 3 clusters Score -2742450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2742456.000000 Penalty: 4948.485352
	Iteration 39Q: 3 clusters Score -2742456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2742462.000000 Penalty: 4948.485352
	Iteration 40F: 3 clusters Score -2742462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2742462.500000 Penalty: 4948.485352
	Iteration 41Q: 3 clusters Score -2742462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2742463.000000 Penalty: 4948.485352
	Iteration 42Q: 3 clusters Score -2742463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2742465.500000 Penalty: 4948.485352
	Iteration 43Q: 3 clusters Score -2742466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2742469.000000 Penalty: 4948.485352
	Iteration 44Q: 3 clusters Score -2742469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2742468.000000 Penalty: 4948.485352
	Iteration 45Q: 3 clusters Score -2742468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2742472.500000 Penalty: 4948.485352
	Iteration 46Q: 3 clusters Score -2742472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2742472.500000 Penalty: 4948.485352
	Iteration 47F: 3 clusters Score -2742472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 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 146 members 
Entering Unmasked Estep 
Score: -29365.720703 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29365.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29595.974609 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29595.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29667.736328 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -29667.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29717.542969 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29717.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29799.802734 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29830.511719 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29830.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29840.605469 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -29840.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29880.880859 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -29880.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29884.490234 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -29884.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29884.490234 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -29884.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Entering Unmasked Estep 
Score: -20902336.000000 Penalty: 2981.223389
	Iteration 0F: 2 clusters Score -2.090234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -20794354.000000 Penalty: 5962.446777
	Iteration 0F: 3 clusters Score -2.079435e+07 nChanged 79503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -20840570.000000 Penalty: 5962.446777
	Iteration 1F: 3 clusters Score -2.084057e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -20841610.000000 Penalty: 5962.446777
	Iteration 2Q: 3 clusters Score -2.084161e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -20843498.000000 Penalty: 5962.446777
	Iteration 3Q: 3 clusters Score -2.08435e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -20846992.000000 Penalty: 5962.446777
	Iteration 4Q: 3 clusters Score -2.084699e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -20853380.000000 Penalty: 5962.446777
	Iteration 5F: 3 clusters Score -2.085338e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -20864730.000000 Penalty: 5962.446777
	Iteration 6F: 3 clusters Score -2.086473e+07 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 142080 members 
Entering Unmasked Estep 
Score: -20879714.000000 Penalty: 5962.446777
	Iteration 7F: 3 clusters Score -2.087971e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -20891990.000000 Penalty: 5962.446777
	Iteration 8F: 3 clusters Score -2.089199e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -20897232.000000 Penalty: 5962.446777
	Iteration 9Q: 3 clusters Score -2.089723e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -20898948.000000 Penalty: 5962.446777
	Iteration 10Q: 3 clusters Score -2.089895e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -20899452.000000 Penalty: 5962.446777
	Iteration 11Q: 3 clusters Score -2.089945e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -20899664.000000 Penalty: 5962.446777
	Iteration 12Q: 3 clusters Score -2.089966e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 165434 members 
Entering Unmasked Estep 
Score: -20899810.000000 Penalty: 5962.446777
	Iteration 13Q: 3 clusters Score -2.089981e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 165488 members 
Entering Unmasked Estep 
Score: -20899876.000000 Penalty: 5962.446777
	Iteration 14Q: 3 clusters Score -2.089988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -20899944.000000 Penalty: 5962.446777
	Iteration 15Q: 3 clusters Score -2.089994e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -20899940.000000 Penalty: 5962.446777
	Iteration 16Q: 3 clusters Score -2.089994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -20899944.000000 Penalty: 5962.446777
	Iteration 17Q: 3 clusters Score -2.089994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -20899994.000000 Penalty: 5962.446777
	Iteration 18Q: 3 clusters Score -2.089999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 165547 members 
Entering Unmasked Estep 
Score: -20900002.000000 Penalty: 5962.446777
	Iteration 19Q: 3 clusters Score -2.09e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 165553 members 
Entering Unmasked Estep 
Score: -20900006.000000 Penalty: 5962.446777
	Iteration 20F: 3 clusters Score -2.090001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 165558 members 
Entering Unmasked Estep 
Score: -20900006.000000 Penalty: 5962.446777
	Iteration 21Q: 3 clusters Score -2.090001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -20899992.000000 Penalty: 5962.446777
	Iteration 22Q: 3 clusters Score -2.089999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 165573 members 
Entering Unmasked Estep 
Score: -20900012.000000 Penalty: 5962.446777
	Iteration 23Q: 3 clusters Score -2.090001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -20900000.000000 Penalty: 5962.446777
	Iteration 24Q: 3 clusters Score -2.09e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -20899998.000000 Penalty: 5962.446777
	Iteration 25Q: 3 clusters Score -2.09e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 165573 members 
Entering Unmasked Estep 
Score: -20900018.000000 Penalty: 5962.446777
	Iteration 26Q: 3 clusters Score -2.090002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -20900012.000000 Penalty: 5962.446777
	Iteration 27Q: 3 clusters Score -2.090001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 165577 members 
Entering Unmasked Estep 
Score: -20899996.000000 Penalty: 5962.446777
	Iteration 28Q: 3 clusters Score -2.09e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -20900012.000000 Penalty: 5962.446777
	Iteration 29Q: 3 clusters Score -2.090001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 165579 members 
Entering Unmasked Estep 
Score: -20900006.000000 Penalty: 5962.446777
	Iteration 30Q: 3 clusters Score -2.090001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -20900008.000000 Penalty: 5962.446777
	Iteration 31Q: 3 clusters Score -2.090001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 165581 members 
Entering Unmasked Estep 
Score: -20899994.000000 Penalty: 5962.446777
	Iteration 32Q: 3 clusters Score -2.089999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -20899998.000000 Penalty: 5962.446777
	Iteration 33Q: 3 clusters Score -2.09e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -20899990.000000 Penalty: 5962.446777
	Iteration 34Q: 3 clusters Score -2.089999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -20899990.000000 Penalty: 5962.446777
	Iteration 35F: 3 clusters Score -2.089999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 267 members 
Entering Unmasked Estep 
Score: -58627.800781 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58627.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58882.082031 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58882.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59015.246094 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -59015.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59078.523438 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -59078.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59123.187500 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -59123.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59150.156250 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59150.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59169.746094 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59169.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59186.441406 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -59186.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59197.238281 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -59197.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59215.769531 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -59215.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59249.820312 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -59249.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59296.238281 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -59296.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59326.515625 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -59326.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59341.109375 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -59341.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59355.570312 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -59355.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59370.832031 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -59370.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59406.746094 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -59406.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59475.621094 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -59475.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59567.332031 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -59567.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59781.148438 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -59781.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60109.199219 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -60109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60162.699219 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -60162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60181.496094 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -60181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60201.242188 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -60201.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60209.664062 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -60209.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60213.101562 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -60213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60218.328125 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -60218.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60225.347656 Penalty: 3122.451904
	Iteration 27Q: 3 clusters Score -60225.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60225.347656 Penalty: 3122.451904
	Iteration 28F: 3 clusters Score -60225.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 54223 members 
Mstep: Class 10 contains 207443 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 164584 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157037 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21521 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166219 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
Score: -105733368.000000 Penalty: 74535.210938
Splitting cluster 21 changes total score from -105735272.000000 to -105733368.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 54223 members 
Mstep: Class 10 contains 207443 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 164584 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157037 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21521 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166219 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735128.000000 Penalty: 71147.250000
Iteration 319Q: 22 clusters Score -1.057351e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44071 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 54241 members 
Mstep: Class 10 contains 207392 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 14003 members 
Mstep: Class 14 contains 164603 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157036 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21513 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166231 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735144.000000 Penalty: 71147.250000
Iteration 320F: 22 clusters Score -1.057351e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8800 members 
Mstep: Class 9 contains 54256 members 
Mstep: Class 10 contains 207361 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13995 members 
Mstep: Class 14 contains 164618 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157025 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21506 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166241 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735168.000000 Penalty: 71147.250000
Iteration 321Q: 22 clusters Score -1.057352e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8811 members 
Mstep: Class 9 contains 54277 members 
Mstep: Class 10 contains 207336 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13992 members 
Mstep: Class 14 contains 164615 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157028 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21506 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166229 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735184.000000 Penalty: 71147.250000
Iteration 322Q: 22 clusters Score -1.057352e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8823 members 
Mstep: Class 9 contains 54302 members 
Mstep: Class 10 contains 207301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13986 members 
Mstep: Class 14 contains 164614 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157045 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21509 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166208 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735016.000000 Penalty: 71147.250000
Iteration 323Q: 22 clusters Score -1.05735e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 54326 members 
Mstep: Class 10 contains 207279 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 164608 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157043 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21507 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166208 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735080.000000 Penalty: 71147.250000
Iteration 324Q: 22 clusters Score -1.057351e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44063 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 207253 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 164612 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157044 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21505 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166200 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735080.000000 Penalty: 71147.250000
Iteration 325Q: 22 clusters Score -1.057351e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 54365 members 
Mstep: Class 10 contains 207210 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 164610 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157070 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166191 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735080.000000 Penalty: 71147.250000
Iteration 326Q: 22 clusters Score -1.057351e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8849 members 
Mstep: Class 9 contains 54377 members 
Mstep: Class 10 contains 207190 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13960 members 
Mstep: Class 14 contains 164611 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157078 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21491 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166187 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735064.000000 Penalty: 71147.250000
Iteration 327Q: 22 clusters Score -1.057351e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44081 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 54392 members 
Mstep: Class 10 contains 207133 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13956 members 
Mstep: Class 14 contains 164623 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157070 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21490 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166208 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735120.000000 Penalty: 71147.250000
Iteration 328Q: 22 clusters Score -1.057351e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44093 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 8868 members 
Mstep: Class 9 contains 54408 members 
Mstep: Class 10 contains 207082 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 164627 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157063 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166215 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735088.000000 Penalty: 71147.250000
Iteration 329Q: 22 clusters Score -1.057351e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 44118 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8876 members 
Mstep: Class 9 contains 54411 members 
Mstep: Class 10 contains 207033 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 164615 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157064 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166231 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735056.000000 Penalty: 71147.250000
Iteration 330Q: 22 clusters Score -1.057351e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44143 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8882 members 
Mstep: Class 9 contains 54417 members 
Mstep: Class 10 contains 206996 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 164596 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157071 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21487 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166235 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735168.000000 Penalty: 71147.250000
Iteration 331Q: 22 clusters Score -1.057352e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 44168 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 54429 members 
Mstep: Class 10 contains 206966 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 164583 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157096 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21486 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166191 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735096.000000 Penalty: 71147.250000
Iteration 332Q: 22 clusters Score -1.057351e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 44177 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 54443 members 
Mstep: Class 10 contains 206942 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 164577 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157115 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21485 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166163 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735104.000000 Penalty: 71147.250000
Iteration 333Q: 22 clusters Score -1.057351e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 44187 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 54452 members 
Mstep: Class 10 contains 206928 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 164558 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157127 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21482 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166144 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735048.000000 Penalty: 71147.250000
Iteration 334Q: 22 clusters Score -1.05735e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44201 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 54459 members 
Mstep: Class 10 contains 206903 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 164543 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157146 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21481 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166125 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735072.000000 Penalty: 71147.250000
Iteration 335Q: 22 clusters Score -1.057351e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44214 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8920 members 
Mstep: Class 9 contains 54465 members 
Mstep: Class 10 contains 206880 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 164534 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157168 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166095 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735008.000000 Penalty: 71147.250000
Iteration 336Q: 22 clusters Score -1.05735e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44229 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8927 members 
Mstep: Class 9 contains 54471 members 
Mstep: Class 10 contains 206847 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 164530 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157189 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166069 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735136.000000 Penalty: 71147.250000
Iteration 337Q: 22 clusters Score -1.057351e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44241 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8935 members 
Mstep: Class 9 contains 54481 members 
Mstep: Class 10 contains 206816 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 164528 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157200 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166053 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735016.000000 Penalty: 71147.250000
Iteration 338Q: 22 clusters Score -1.05735e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8943 members 
Mstep: Class 9 contains 54490 members 
Mstep: Class 10 contains 206788 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 164525 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157205 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166045 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734968.000000 Penalty: 71147.250000
Iteration 339Q: 22 clusters Score -1.05735e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8951 members 
Mstep: Class 9 contains 54499 members 
Mstep: Class 10 contains 206755 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 164525 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157216 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21469 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166027 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735008.000000 Penalty: 71147.250000
Iteration 340F: 22 clusters Score -1.05735e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44283 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8958 members 
Mstep: Class 9 contains 54513 members 
Mstep: Class 10 contains 206726 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 164521 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157223 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21464 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166019 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735072.000000 Penalty: 71147.250000
Iteration 341Q: 22 clusters Score -1.057351e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44290 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8967 members 
Mstep: Class 9 contains 54525 members 
Mstep: Class 10 contains 206697 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13938 members 
Mstep: Class 14 contains 164530 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157217 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21461 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 166010 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734992.000000 Penalty: 71147.250000
Iteration 342Q: 22 clusters Score -1.05735e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44301 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 54538 members 
Mstep: Class 10 contains 206687 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13936 members 
Mstep: Class 14 contains 164542 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157205 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21458 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165975 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735000.000000 Penalty: 71147.250000
Iteration 343Q: 22 clusters Score -1.05735e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44323 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8986 members 
Mstep: Class 9 contains 54551 members 
Mstep: Class 10 contains 206663 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13934 members 
Mstep: Class 14 contains 164558 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157181 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21454 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165951 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735072.000000 Penalty: 71147.250000
Iteration 344Q: 22 clusters Score -1.057351e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44361 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 8995 members 
Mstep: Class 9 contains 54566 members 
Mstep: Class 10 contains 206612 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 164575 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157162 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21453 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165932 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735120.000000 Penalty: 71147.250000
Iteration 345Q: 22 clusters Score -1.057351e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44395 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9007 members 
Mstep: Class 9 contains 54576 members 
Mstep: Class 10 contains 206566 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 164583 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157142 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21452 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165915 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735176.000000 Penalty: 71147.250000
Iteration 346Q: 22 clusters Score -1.057352e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44424 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 54586 members 
Mstep: Class 10 contains 206519 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 164575 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157128 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21455 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165909 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735088.000000 Penalty: 71147.250000
Iteration 347Q: 22 clusters Score -1.057351e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 44454 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9028 members 
Mstep: Class 9 contains 54607 members 
Mstep: Class 10 contains 206457 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 164584 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157100 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21452 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165919 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735088.000000 Penalty: 71147.250000
Iteration 348Q: 22 clusters Score -1.057351e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 44482 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9039 members 
Mstep: Class 9 contains 54628 members 
Mstep: Class 10 contains 206398 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 164600 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157080 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21445 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165918 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735160.000000 Penalty: 71147.250000
Iteration 349Q: 22 clusters Score -1.057352e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 44512 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 54659 members 
Mstep: Class 10 contains 206343 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13899 members 
Mstep: Class 14 contains 164612 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157062 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21436 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165914 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735136.000000 Penalty: 71147.250000
Iteration 350Q: 22 clusters Score -1.057351e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44542 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 54680 members 
Mstep: Class 10 contains 206294 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 164615 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157046 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21432 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165905 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735024.000000 Penalty: 71147.250000
Iteration 351Q: 22 clusters Score -1.05735e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9065 members 
Mstep: Class 9 contains 54701 members 
Mstep: Class 10 contains 206246 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13889 members 
Mstep: Class 14 contains 164610 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157033 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21430 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165892 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735064.000000 Penalty: 71147.250000
Iteration 352Q: 22 clusters Score -1.057351e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44592 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9070 members 
Mstep: Class 9 contains 54715 members 
Mstep: Class 10 contains 206219 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 164621 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157025 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21425 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165855 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734992.000000 Penalty: 71147.250000
Iteration 353Q: 22 clusters Score -1.05735e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9075 members 
Mstep: Class 9 contains 54726 members 
Mstep: Class 10 contains 206193 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13889 members 
Mstep: Class 14 contains 164618 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157026 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21421 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165826 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735096.000000 Penalty: 71147.250000
Iteration 354Q: 22 clusters Score -1.057351e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44633 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9083 members 
Mstep: Class 9 contains 54739 members 
Mstep: Class 10 contains 206153 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 164617 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157010 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21414 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165813 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735112.000000 Penalty: 71147.250000
Iteration 355Q: 22 clusters Score -1.057351e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44650 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9092 members 
Mstep: Class 9 contains 54754 members 
Mstep: Class 10 contains 206101 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 164627 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157003 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21410 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165801 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735096.000000 Penalty: 71147.250000
Iteration 356Q: 22 clusters Score -1.057351e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9096 members 
Mstep: Class 9 contains 54767 members 
Mstep: Class 10 contains 206054 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 164616 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157014 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21405 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165802 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735072.000000 Penalty: 71147.250000
Iteration 357Q: 22 clusters Score -1.057351e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9109 members 
Mstep: Class 9 contains 54785 members 
Mstep: Class 10 contains 206005 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 164610 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156994 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21402 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165824 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735144.000000 Penalty: 71147.250000
Iteration 358Q: 22 clusters Score -1.057351e+08 nChanged 339
Entering ConstructFrom: 
Score: -105735144.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (7191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Entering Unmasked Estep 
Score: -913663.812500 Penalty: 2202.385254
	Iteration 0F: 2 clusters Score -913663.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -907811.687500 Penalty: 4404.770508
	Iteration 0F: 3 clusters Score -907811.7 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -909418.687500 Penalty: 4404.770508
	Iteration 1F: 3 clusters Score -909418.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -909711.687500 Penalty: 4404.770508
	Iteration 2F: 3 clusters Score -909711.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -909931.187500 Penalty: 4404.770508
	Iteration 3F: 3 clusters Score -909931.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -910107.937500 Penalty: 4404.770508
	Iteration 4Q: 3 clusters Score -910107.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -910264.812500 Penalty: 4404.770508
	Iteration 5Q: 3 clusters Score -910264.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -910440.437500 Penalty: 4404.770508
	Iteration 6Q: 3 clusters Score -910440.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -910642.437500 Penalty: 4404.770508
	Iteration 7Q: 3 clusters Score -910642.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -910871.125000 Penalty: 4404.770508
	Iteration 8Q: 3 clusters Score -910871.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -911094.000000 Penalty: 4404.770508
	Iteration 9Q: 3 clusters Score -911094 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -911269.812500 Penalty: 4404.770508
	Iteration 10Q: 3 clusters Score -911269.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -911426.812500 Penalty: 4404.770508
	Iteration 11Q: 3 clusters Score -911426.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -911561.375000 Penalty: 4404.770508
	Iteration 12Q: 3 clusters Score -911561.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -911686.562500 Penalty: 4404.770508
	Iteration 13Q: 3 clusters Score -911686.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -911783.562500 Penalty: 4404.770508
	Iteration 14Q: 3 clusters Score -911783.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -911863.812500 Penalty: 4404.770508
	Iteration 15Q: 3 clusters Score -911863.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -911932.375000 Penalty: 4404.770508
	Iteration 16Q: 3 clusters Score -911932.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -912003.062500 Penalty: 4404.770508
	Iteration 17Q: 3 clusters Score -912003.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -912060.062500 Penalty: 4404.770508
	Iteration 18Q: 3 clusters Score -912060.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -912096.937500 Penalty: 4404.770508
	Iteration 19Q: 3 clusters Score -912096.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -912126.562500 Penalty: 4404.770508
	Iteration 20F: 3 clusters Score -912126.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -912146.312500 Penalty: 4404.770508
	Iteration 21Q: 3 clusters Score -912146.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -912168.000000 Penalty: 4404.770508
	Iteration 22Q: 3 clusters Score -912168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -912182.937500 Penalty: 4404.770508
	Iteration 23Q: 3 clusters Score -912182.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -912195.000000 Penalty: 4404.770508
	Iteration 24Q: 3 clusters Score -912195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -912201.937500 Penalty: 4404.770508
	Iteration 25Q: 3 clusters Score -912201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -912205.687500 Penalty: 4404.770508
	Iteration 26Q: 3 clusters Score -912205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -912206.437500 Penalty: 4404.770508
	Iteration 27Q: 3 clusters Score -912206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -912208.312500 Penalty: 4404.770508
	Iteration 28Q: 3 clusters Score -912208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -912211.312500 Penalty: 4404.770508
	Iteration 29Q: 3 clusters Score -912211.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -912211.312500 Penalty: 4404.770508
	Iteration 30F: 3 clusters Score -912211.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -382343.375000 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -382343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -378898.250000 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -378898.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379662.218750 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -379662.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -379851.656250 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -379851.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -379957.625000 Penalty: 4008.718262
	Iteration 3F: 3 clusters Score -379957.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -380029.875000 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -380029.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -380080.875000 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -380080.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -380127.656250 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -380127.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -380173.687500 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -380173.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -380216.156250 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -380216.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -380256.687500 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -380256.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -380292.812500 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -380292.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -380324.718750 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -380324.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -380348.937500 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -380348.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -380368.437500 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -380368.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -380390.500000 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -380390.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -380410.437500 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -380410.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -380424.312500 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -380424.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -380436.781250 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -380436.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -380444.437500 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -380444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -380450.218750 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -380450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -380457.187500 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -380457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -380463.625000 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -380463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -380470.093750 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -380470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -380473.937500 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -380473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -380479.062500 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -380479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -380484.156250 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -380484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -380487.281250 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -380487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -380493.656250 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -380493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -380498.375000 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -380498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -380504.093750 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -380504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -380506.500000 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -380506.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -380511.062500 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -380511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -380513.031250 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -380513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -380516.812500 Penalty: 4008.718262
	Iteration 33Q: 3 clusters Score -380516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -380521.750000 Penalty: 4008.718262
	Iteration 34Q: 3 clusters Score -380521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -380526.125000 Penalty: 4008.718262
	Iteration 35Q: 3 clusters Score -380526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -380528.500000 Penalty: 4008.718262
	Iteration 36Q: 3 clusters Score -380528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -380533.343750 Penalty: 4008.718262
	Iteration 37Q: 3 clusters Score -380533.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -380538.000000 Penalty: 4008.718262
	Iteration 38Q: 3 clusters Score -380538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -380545.531250 Penalty: 4008.718262
	Iteration 39Q: 3 clusters Score -380545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -380551.593750 Penalty: 4008.718262
	Iteration 40F: 3 clusters Score -380551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -380557.875000 Penalty: 4008.718262
	Iteration 41Q: 3 clusters Score -380557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -380564.031250 Penalty: 4008.718262
	Iteration 42Q: 3 clusters Score -380564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -380572.968750 Penalty: 4008.718262
	Iteration 43Q: 3 clusters Score -380573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -380581.406250 Penalty: 4008.718262
	Iteration 44Q: 3 clusters Score -380581.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -380589.625000 Penalty: 4008.718262
	Iteration 45Q: 3 clusters Score -380589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -380598.125000 Penalty: 4008.718262
	Iteration 46Q: 3 clusters Score -380598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -380602.437500 Penalty: 4008.718262
	Iteration 47Q: 3 clusters Score -380602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -380607.625000 Penalty: 4008.718262
	Iteration 48Q: 3 clusters Score -380607.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -380615.531250 Penalty: 4008.718262
	Iteration 49Q: 3 clusters Score -380615.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -380622.062500 Penalty: 4008.718262
	Iteration 50Q: 3 clusters Score -380622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -380629.093750 Penalty: 4008.718262
	Iteration 51Q: 3 clusters Score -380629.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -380635.656250 Penalty: 4008.718262
	Iteration 52Q: 3 clusters Score -380635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -380644.500000 Penalty: 4008.718262
	Iteration 53Q: 3 clusters Score -380644.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -380651.875000 Penalty: 4008.718262
	Iteration 54Q: 3 clusters Score -380651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -380660.406250 Penalty: 4008.718262
	Iteration 55Q: 3 clusters Score -380660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -380669.562500 Penalty: 4008.718262
	Iteration 56Q: 3 clusters Score -380669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -380677.437500 Penalty: 4008.718262
	Iteration 57Q: 3 clusters Score -380677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -380684.250000 Penalty: 4008.718262
	Iteration 58Q: 3 clusters Score -380684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -380693.500000 Penalty: 4008.718262
	Iteration 59Q: 3 clusters Score -380693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -380702.281250 Penalty: 4008.718262
	Iteration 60F: 3 clusters Score -380702.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -380710.718750 Penalty: 4008.718262
	Iteration 61Q: 3 clusters Score -380710.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -380720.000000 Penalty: 4008.718262
	Iteration 62Q: 3 clusters Score -380720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -380727.906250 Penalty: 4008.718262
	Iteration 63Q: 3 clusters Score -380727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -380736.593750 Penalty: 4008.718262
	Iteration 64Q: 3 clusters Score -380736.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -380753.781250 Penalty: 4008.718262
	Iteration 65Q: 3 clusters Score -380753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -380773.718750 Penalty: 4008.718262
	Iteration 66Q: 3 clusters Score -380773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -380782.406250 Penalty: 4008.718262
	Iteration 67Q: 3 clusters Score -380782.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -380794.312500 Penalty: 4008.718262
	Iteration 68Q: 3 clusters Score -380794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -380803.125000 Penalty: 4008.718262
	Iteration 69Q: 3 clusters Score -380803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -380809.593750 Penalty: 4008.718262
	Iteration 70Q: 3 clusters Score -380809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -380815.437500 Penalty: 4008.718262
	Iteration 71Q: 3 clusters Score -380815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -380820.687500 Penalty: 4008.718262
	Iteration 72Q: 3 clusters Score -380820.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -380824.906250 Penalty: 4008.718262
	Iteration 73Q: 3 clusters Score -380824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -380830.625000 Penalty: 4008.718262
	Iteration 74Q: 3 clusters Score -380830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -380832.343750 Penalty: 4008.718262
	Iteration 75Q: 3 clusters Score -380832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -380835.093750 Penalty: 4008.718262
	Iteration 76Q: 3 clusters Score -380835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -380837.687500 Penalty: 4008.718262
	Iteration 77Q: 3 clusters Score -380837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -380841.281250 Penalty: 4008.718262
	Iteration 78Q: 3 clusters Score -380841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -380843.968750 Penalty: 4008.718262
	Iteration 79Q: 3 clusters Score -380844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -380847.718750 Penalty: 4008.718262
	Iteration 80F: 3 clusters Score -380847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -380848.093750 Penalty: 4008.718262
	Iteration 81Q: 3 clusters Score -380848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -380848.406250 Penalty: 4008.718262
	Iteration 82Q: 3 clusters Score -380848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -380848.406250 Penalty: 4008.718262
	Iteration 83F: 3 clusters Score -380848.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -110494.648438 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -110494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108569.445312 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -108569.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108992.062500 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -108992.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -109233.429688 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -109233.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109436.906250 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -109436.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -109550.648438 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -109550.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -109643.632812 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -109643.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -109715.242188 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -109715.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109774.101562 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -109774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -109824.687500 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -109824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109866.703125 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -109866.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109897.812500 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -109897.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109924.523438 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -109924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109952.312500 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -109952.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109975.687500 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -109975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110017.859375 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -110017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110086.773438 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -110086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110120.703125 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -110120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -110129.320312 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -110129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -110131.210938 Penalty: 3399.759766
	Iteration 18F: 3 clusters Score -110131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110141.140625 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -110141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110141.140625 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -110141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -215038.796875 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -215038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -212601.796875 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -212601.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -212988.359375 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -212988.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213094.671875 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -213094.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -213167.937500 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -213167.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213205.593750 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -213205.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213232.921875 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -213232.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -213253.312500 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -213253.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -213268.875000 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -213268.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -213280.406250 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -213280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213288.078125 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -213288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213288.953125 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -213289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213290.906250 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -213290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213292.281250 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -213292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213293.000000 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -213293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -213293.625000 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -213293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213293.859375 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -213293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213294.343750 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -213294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213295.171875 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -213295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213295.984375 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -213296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213295.984375 Penalty: 3700.973633
	Iteration 19F: 3 clusters Score -213296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Entering Unmasked Estep 
Score: -5582138.000000 Penalty: 2655.538818
	Iteration 0F: 2 clusters Score -5582138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5552088.500000 Penalty: 5311.077637
	Iteration 0F: 3 clusters Score -5552088 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -5563099.000000 Penalty: 5311.077637
	Iteration 1F: 3 clusters Score -5563099 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -5563509.000000 Penalty: 5311.077637
	Iteration 2Q: 3 clusters Score -5563509 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5563874.500000 Penalty: 5311.077637
	Iteration 3Q: 3 clusters Score -5563874 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5564105.000000 Penalty: 5311.077637
	Iteration 4Q: 3 clusters Score -5564105 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5564361.500000 Penalty: 5311.077637
	Iteration 5Q: 3 clusters Score -5564362 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -5564603.500000 Penalty: 5311.077637
	Iteration 6Q: 3 clusters Score -5564604 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5564854.500000 Penalty: 5311.077637
	Iteration 7Q: 3 clusters Score -5564854 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5565080.000000 Penalty: 5311.077637
	Iteration 8Q: 3 clusters Score -5565080 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5565377.000000 Penalty: 5311.077637
	Iteration 9Q: 3 clusters Score -5565377 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5565814.000000 Penalty: 5311.077637
	Iteration 10Q: 3 clusters Score -5565814 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -5566431.500000 Penalty: 5311.077637
	Iteration 11Q: 3 clusters Score -5566432 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5567330.000000 Penalty: 5311.077637
	Iteration 12Q: 3 clusters Score -5567330 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5568657.500000 Penalty: 5311.077637
	Iteration 13Q: 3 clusters Score -5568658 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -5570183.500000 Penalty: 5311.077637
	Iteration 14Q: 3 clusters Score -5570184 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5571604.500000 Penalty: 5311.077637
	Iteration 15Q: 3 clusters Score -5571604 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5572543.500000 Penalty: 5311.077637
	Iteration 16Q: 3 clusters Score -5572544 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -5573063.000000 Penalty: 5311.077637
	Iteration 17Q: 3 clusters Score -5573063 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5573447.500000 Penalty: 5311.077637
	Iteration 18Q: 3 clusters Score -5573448 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5573798.000000 Penalty: 5311.077637
	Iteration 19Q: 3 clusters Score -5573798 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -5574164.000000 Penalty: 5311.077637
	Iteration 20F: 3 clusters Score -5574164 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -5574596.000000 Penalty: 5311.077637
	Iteration 21Q: 3 clusters Score -5574596 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -5575087.000000 Penalty: 5311.077637
	Iteration 22Q: 3 clusters Score -5575087 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -5575552.000000 Penalty: 5311.077637
	Iteration 23Q: 3 clusters Score -5575552 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -5576019.000000 Penalty: 5311.077637
	Iteration 24Q: 3 clusters Score -5576019 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -5576458.000000 Penalty: 5311.077637
	Iteration 25Q: 3 clusters Score -5576458 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5576789.500000 Penalty: 5311.077637
	Iteration 26Q: 3 clusters Score -5576790 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5577101.000000 Penalty: 5311.077637
	Iteration 27Q: 3 clusters Score -5577101 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5577429.500000 Penalty: 5311.077637
	Iteration 28Q: 3 clusters Score -5577430 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5577701.500000 Penalty: 5311.077637
	Iteration 29Q: 3 clusters Score -5577702 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5578002.000000 Penalty: 5311.077637
	Iteration 30Q: 3 clusters Score -5578002 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5578322.000000 Penalty: 5311.077637
	Iteration 31Q: 3 clusters Score -5578322 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5578560.500000 Penalty: 5311.077637
	Iteration 32Q: 3 clusters Score -5578560 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5578726.000000 Penalty: 5311.077637
	Iteration 33Q: 3 clusters Score -5578726 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5578908.500000 Penalty: 5311.077637
	Iteration 34Q: 3 clusters Score -5578908 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5579034.500000 Penalty: 5311.077637
	Iteration 35Q: 3 clusters Score -5579034 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5579175.000000 Penalty: 5311.077637
	Iteration 36Q: 3 clusters Score -5579175 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5579313.000000 Penalty: 5311.077637
	Iteration 37Q: 3 clusters Score -5579313 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5579415.500000 Penalty: 5311.077637
	Iteration 38Q: 3 clusters Score -5579416 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5579507.000000 Penalty: 5311.077637
	Iteration 39Q: 3 clusters Score -5579507 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5579563.000000 Penalty: 5311.077637
	Iteration 40F: 3 clusters Score -5579563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5579624.500000 Penalty: 5311.077637
	Iteration 41Q: 3 clusters Score -5579624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5579677.000000 Penalty: 5311.077637
	Iteration 42Q: 3 clusters Score -5579677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5579719.000000 Penalty: 5311.077637
	Iteration 43Q: 3 clusters Score -5579719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5579741.500000 Penalty: 5311.077637
	Iteration 44Q: 3 clusters Score -5579742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5579749.000000 Penalty: 5311.077637
	Iteration 45Q: 3 clusters Score -5579749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5579766.500000 Penalty: 5311.077637
	Iteration 46Q: 3 clusters Score -5579766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5579777.000000 Penalty: 5311.077637
	Iteration 47Q: 3 clusters Score -5579777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5579780.500000 Penalty: 5311.077637
	Iteration 48Q: 3 clusters Score -5579780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5579792.500000 Penalty: 5311.077637
	Iteration 49Q: 3 clusters Score -5579792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5579811.000000 Penalty: 5311.077637
	Iteration 50Q: 3 clusters Score -5579811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5579805.000000 Penalty: 5311.077637
	Iteration 51Q: 3 clusters Score -5579805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5579814.000000 Penalty: 5311.077637
	Iteration 52Q: 3 clusters Score -5579814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5579812.500000 Penalty: 5311.077637
	Iteration 53Q: 3 clusters Score -5579812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5579830.500000 Penalty: 5311.077637
	Iteration 54Q: 3 clusters Score -5579830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5579833.000000 Penalty: 5311.077637
	Iteration 55Q: 3 clusters Score -5579833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5579846.000000 Penalty: 5311.077637
	Iteration 56Q: 3 clusters Score -5579846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5579869.000000 Penalty: 5311.077637
	Iteration 57Q: 3 clusters Score -5579869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5579875.000000 Penalty: 5311.077637
	Iteration 58Q: 3 clusters Score -5579875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5579878.000000 Penalty: 5311.077637
	Iteration 59Q: 3 clusters Score -5579878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5579880.500000 Penalty: 5311.077637
	Iteration 60F: 3 clusters Score -5579880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5579891.000000 Penalty: 5311.077637
	Iteration 61Q: 3 clusters Score -5579891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5579896.000000 Penalty: 5311.077637
	Iteration 62Q: 3 clusters Score -5579896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5579896.000000 Penalty: 5311.077637
	Iteration 63Q: 3 clusters Score -5579896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5579899.000000 Penalty: 5311.077637
	Iteration 64Q: 3 clusters Score -5579899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5579899.000000 Penalty: 5311.077637
	Iteration 65Q: 3 clusters Score -5579899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5579904.500000 Penalty: 5311.077637
	Iteration 66Q: 3 clusters Score -5579904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5579909.500000 Penalty: 5311.077637
	Iteration 67Q: 3 clusters Score -5579910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5579918.000000 Penalty: 5311.077637
	Iteration 68Q: 3 clusters Score -5579918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5579921.500000 Penalty: 5311.077637
	Iteration 69Q: 3 clusters Score -5579922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5579930.000000 Penalty: 5311.077637
	Iteration 70Q: 3 clusters Score -5579930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5579930.500000 Penalty: 5311.077637
	Iteration 71Q: 3 clusters Score -5579930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5579935.500000 Penalty: 5311.077637
	Iteration 72Q: 3 clusters Score -5579936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5579943.500000 Penalty: 5311.077637
	Iteration 73Q: 3 clusters Score -5579944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5579951.500000 Penalty: 5311.077637
	Iteration 74Q: 3 clusters Score -5579952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5579950.500000 Penalty: 5311.077637
	Iteration 75Q: 3 clusters Score -5579950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5579950.500000 Penalty: 5311.077637
	Iteration 76Q: 3 clusters Score -5579950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5579952.000000 Penalty: 5311.077637
	Iteration 77Q: 3 clusters Score -5579952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5579955.000000 Penalty: 5311.077637
	Iteration 78Q: 3 clusters Score -5579955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5579955.000000 Penalty: 5311.077637
	Iteration 79F: 3 clusters Score -5579955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -205657.656250 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -205657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -203252.875000 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -203252.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -203712.062500 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -203712.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -203899.453125 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -203899.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -204007.500000 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -204007.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -204044.484375 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -204044.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -204070.687500 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -204070.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204111.609375 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -204111.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204139.796875 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -204139.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -204152.203125 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -204152.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -204163.593750 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -204163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -204173.312500 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -204173.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204183.953125 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -204184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -204196.687500 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -204196.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -204209.546875 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -204209.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -204224.750000 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -204224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204239.343750 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -204239.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -204256.718750 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -204256.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -204279.484375 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -204279.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204309.312500 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -204309.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204343.703125 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -204343.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -204397.078125 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -204397.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -204467.562500 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -204467.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -204594.859375 Penalty: 3710.572266
	Iteration 22Q: 3 clusters Score -204594.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -204783.890625 Penalty: 3710.572266
	Iteration 23Q: 3 clusters Score -204783.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -204973.750000 Penalty: 3710.572266
	Iteration 24F: 3 clusters Score -204973.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -205097.390625 Penalty: 3710.572266
	Iteration 25Q: 3 clusters Score -205097.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -205181.218750 Penalty: 3710.572266
	Iteration 26Q: 3 clusters Score -205181.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -205214.515625 Penalty: 3710.572266
	Iteration 27Q: 3 clusters Score -205214.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -205228.859375 Penalty: 3710.572266
	Iteration 28Q: 3 clusters Score -205228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -205236.187500 Penalty: 3710.572266
	Iteration 29Q: 3 clusters Score -205236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -205240.281250 Penalty: 3710.572266
	Iteration 30Q: 3 clusters Score -205240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -205240.984375 Penalty: 3710.572266
	Iteration 31Q: 3 clusters Score -205241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -205241.468750 Penalty: 3710.572266
	Iteration 32Q: 3 clusters Score -205241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -205242.125000 Penalty: 3710.572266
	Iteration 33Q: 3 clusters Score -205242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -205242.734375 Penalty: 3710.572266
	Iteration 34F: 3 clusters Score -205242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -205261.921875 Penalty: 3710.572266
	Iteration 35Q: 3 clusters Score -205261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -205271.328125 Penalty: 3710.572266
	Iteration 36Q: 3 clusters Score -205271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -205274.625000 Penalty: 3710.572266
	Iteration 37Q: 3 clusters Score -205274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -205276.671875 Penalty: 3710.572266
	Iteration 38Q: 3 clusters Score -205276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -205279.765625 Penalty: 3710.572266
	Iteration 39Q: 3 clusters Score -205279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -205286.406250 Penalty: 3710.572266
	Iteration 40F: 3 clusters Score -205286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -205287.937500 Penalty: 3710.572266
	Iteration 41Q: 3 clusters Score -205287.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -205287.937500 Penalty: 3710.572266
	Iteration 42F: 3 clusters Score -205287.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -154444.312500 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -154444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152272.750000 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -152272.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152618.687500 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -152618.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152736.546875 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -152736.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152813.734375 Penalty: 3551.394287
	Iteration 3Q: 3 clusters Score -152813.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152866.718750 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -152866.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152914.234375 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -152914.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152946.531250 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -152946.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152974.921875 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -152974.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152994.812500 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -152994.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153019.765625 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -153019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153051.578125 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -153051.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153090.250000 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -153090.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -153116.093750 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -153116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -153136.765625 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -153136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -153156.921875 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -153156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -153171.484375 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -153171.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153184.812500 Penalty: 3551.394287
	Iteration 16Q: 3 clusters Score -153184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153194.421875 Penalty: 3551.394287
	Iteration 17Q: 3 clusters Score -153194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153214.875000 Penalty: 3551.394287
	Iteration 18Q: 3 clusters Score -153214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153232.593750 Penalty: 3551.394287
	Iteration 19Q: 3 clusters Score -153232.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153245.328125 Penalty: 3551.394287
	Iteration 20F: 3 clusters Score -153245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153258.562500 Penalty: 3551.394287
	Iteration 21Q: 3 clusters Score -153258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -153266.875000 Penalty: 3551.394287
	Iteration 22Q: 3 clusters Score -153266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -153270.187500 Penalty: 3551.394287
	Iteration 23Q: 3 clusters Score -153270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153273.656250 Penalty: 3551.394287
	Iteration 24Q: 3 clusters Score -153273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153275.203125 Penalty: 3551.394287
	Iteration 25Q: 3 clusters Score -153275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153277.890625 Penalty: 3551.394287
	Iteration 26Q: 3 clusters Score -153277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153283.750000 Penalty: 3551.394287
	Iteration 27Q: 3 clusters Score -153283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153284.796875 Penalty: 3551.394287
	Iteration 28Q: 3 clusters Score -153284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153287.734375 Penalty: 3551.394287
	Iteration 29Q: 3 clusters Score -153287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153288.640625 Penalty: 3551.394287
	Iteration 30Q: 3 clusters Score -153288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153288.640625 Penalty: 3551.394287
	Iteration 31F: 3 clusters Score -153288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -1152905.750000 Penalty: 2261.455811
	Iteration 0F: 2 clusters Score -1152906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1145793.875000 Penalty: 4522.911621
	Iteration 0F: 3 clusters Score -1145794 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1147918.375000 Penalty: 4522.911621
	Iteration 1F: 3 clusters Score -1147918 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1148218.375000 Penalty: 4522.911621
	Iteration 2F: 3 clusters Score -1148218 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1148430.000000 Penalty: 4522.911621
	Iteration 3Q: 3 clusters Score -1148430 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1148597.500000 Penalty: 4522.911621
	Iteration 4Q: 3 clusters Score -1148598 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1148765.750000 Penalty: 4522.911621
	Iteration 5Q: 3 clusters Score -1148766 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1148926.875000 Penalty: 4522.911621
	Iteration 6Q: 3 clusters Score -1148927 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1149092.500000 Penalty: 4522.911621
	Iteration 7Q: 3 clusters Score -1149092 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1149257.875000 Penalty: 4522.911621
	Iteration 8Q: 3 clusters Score -1149258 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1149443.000000 Penalty: 4522.911621
	Iteration 9Q: 3 clusters Score -1149443 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1149645.500000 Penalty: 4522.911621
	Iteration 10Q: 3 clusters Score -1149646 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1149870.625000 Penalty: 4522.911621
	Iteration 11Q: 3 clusters Score -1149871 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1150072.750000 Penalty: 4522.911621
	Iteration 12Q: 3 clusters Score -1150073 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1150293.750000 Penalty: 4522.911621
	Iteration 13Q: 3 clusters Score -1150294 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1150521.000000 Penalty: 4522.911621
	Iteration 14Q: 3 clusters Score -1150521 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1150732.750000 Penalty: 4522.911621
	Iteration 15Q: 3 clusters Score -1150733 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1150897.750000 Penalty: 4522.911621
	Iteration 16Q: 3 clusters Score -1150898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1151025.000000 Penalty: 4522.911621
	Iteration 17Q: 3 clusters Score -1151025 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1151114.250000 Penalty: 4522.911621
	Iteration 18Q: 3 clusters Score -1151114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1151181.250000 Penalty: 4522.911621
	Iteration 19Q: 3 clusters Score -1151181 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1151223.875000 Penalty: 4522.911621
	Iteration 20F: 3 clusters Score -1151224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1151252.375000 Penalty: 4522.911621
	Iteration 21Q: 3 clusters Score -1151252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1151276.250000 Penalty: 4522.911621
	Iteration 22Q: 3 clusters Score -1151276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1151288.375000 Penalty: 4522.911621
	Iteration 23Q: 3 clusters Score -1151288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1151304.000000 Penalty: 4522.911621
	Iteration 24Q: 3 clusters Score -1151304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1151316.625000 Penalty: 4522.911621
	Iteration 25Q: 3 clusters Score -1151317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1151325.875000 Penalty: 4522.911621
	Iteration 26Q: 3 clusters Score -1151326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1151331.500000 Penalty: 4522.911621
	Iteration 27Q: 3 clusters Score -1151332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1151339.125000 Penalty: 4522.911621
	Iteration 28Q: 3 clusters Score -1151339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1151344.125000 Penalty: 4522.911621
	Iteration 29Q: 3 clusters Score -1151344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1151346.000000 Penalty: 4522.911621
	Iteration 30Q: 3 clusters Score -1151346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1151350.500000 Penalty: 4522.911621
	Iteration 31Q: 3 clusters Score -1151350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1151350.375000 Penalty: 4522.911621
	Iteration 32Q: 3 clusters Score -1151350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1151354.625000 Penalty: 4522.911621
	Iteration 33Q: 3 clusters Score -1151355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1151352.125000 Penalty: 4522.911621
	Iteration 34Q: 3 clusters Score -1151352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1151353.000000 Penalty: 4522.911621
	Iteration 35Q: 3 clusters Score -1151353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1151350.250000 Penalty: 4522.911621
	Iteration 36Q: 3 clusters Score -1151350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1151353.250000 Penalty: 4522.911621
	Iteration 37Q: 3 clusters Score -1151353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1151355.500000 Penalty: 4522.911621
	Iteration 38Q: 3 clusters Score -1151356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1151357.750000 Penalty: 4522.911621
	Iteration 39Q: 3 clusters Score -1151358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1151360.000000 Penalty: 4522.911621
	Iteration 40F: 3 clusters Score -1151360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1151361.000000 Penalty: 4522.911621
	Iteration 41Q: 3 clusters Score -1151361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1151360.000000 Penalty: 4522.911621
	Iteration 42Q: 3 clusters Score -1151360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1151362.000000 Penalty: 4522.911621
	Iteration 43Q: 3 clusters Score -1151362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1151360.125000 Penalty: 4522.911621
	Iteration 44Q: 3 clusters Score -1151360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1151361.500000 Penalty: 4522.911621
	Iteration 45Q: 3 clusters Score -1151362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1151363.875000 Penalty: 4522.911621
	Iteration 46Q: 3 clusters Score -1151364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1151363.625000 Penalty: 4522.911621
	Iteration 47Q: 3 clusters Score -1151364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1151363.625000 Penalty: 4522.911621
	Iteration 48F: 3 clusters Score -1151364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Entering Unmasked Estep 
Score: -6648426.000000 Penalty: 2706.002441
	Iteration 0F: 2 clusters Score -6648426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6611626.000000 Penalty: 5412.004883
	Iteration 0F: 3 clusters Score -6611626 nChanged 25400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6625750.500000 Penalty: 5412.004883
	Iteration 1F: 3 clusters Score -6625750 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6626472.500000 Penalty: 5412.004883
	Iteration 2Q: 3 clusters Score -6626472 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -6627491.000000 Penalty: 5412.004883
	Iteration 3Q: 3 clusters Score -6627491 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -6629023.500000 Penalty: 5412.004883
	Iteration 4F: 3 clusters Score -6629024 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6631489.000000 Penalty: 5412.004883
	Iteration 5F: 3 clusters Score -6631489 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6635013.000000 Penalty: 5412.004883
	Iteration 6F: 3 clusters Score -6635013 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6639030.000000 Penalty: 5412.004883
	Iteration 7F: 3 clusters Score -6639030 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6642599.000000 Penalty: 5412.004883
	Iteration 8F: 3 clusters Score -6642599 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6644771.000000 Penalty: 5412.004883
	Iteration 9Q: 3 clusters Score -6644771 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6645568.000000 Penalty: 5412.004883
	Iteration 10Q: 3 clusters Score -6645568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6645843.000000 Penalty: 5412.004883
	Iteration 11Q: 3 clusters Score -6645843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6645946.000000 Penalty: 5412.004883
	Iteration 12Q: 3 clusters Score -6645946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6645995.500000 Penalty: 5412.004883
	Iteration 13Q: 3 clusters Score -6645996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6646029.000000 Penalty: 5412.004883
	Iteration 14Q: 3 clusters Score -6646029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6646050.500000 Penalty: 5412.004883
	Iteration 15Q: 3 clusters Score -6646050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6646060.000000 Penalty: 5412.004883
	Iteration 16Q: 3 clusters Score -6646060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6646066.500000 Penalty: 5412.004883
	Iteration 17Q: 3 clusters Score -6646066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6646075.000000 Penalty: 5412.004883
	Iteration 18Q: 3 clusters Score -6646075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6646071.500000 Penalty: 5412.004883
	Iteration 19Q: 3 clusters Score -6646072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6646071.500000 Penalty: 5412.004883
	Iteration 20F: 3 clusters Score -6646072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (205961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205961 members 
Entering Unmasked Estep 
Score: -25809900.000000 Penalty: 3034.389648
	Iteration 0F: 2 clusters Score -2.58099e+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 103073 members 
Entering Unmasked Estep 
Score: -25683126.000000 Penalty: 6068.779297
	Iteration 0F: 3 clusters Score -2.568313e+07 nChanged 99182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -25741156.000000 Penalty: 6068.779297
	Iteration 1F: 3 clusters Score -2.574116e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -25741676.000000 Penalty: 6068.779297
	Iteration 2Q: 3 clusters Score -2.574168e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 105759 members 
Entering Unmasked Estep 
Score: -25742378.000000 Penalty: 6068.779297
	Iteration 3Q: 3 clusters Score -2.574238e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -25743312.000000 Penalty: 6068.779297
	Iteration 4Q: 3 clusters Score -2.574331e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -25744512.000000 Penalty: 6068.779297
	Iteration 5Q: 3 clusters Score -2.574451e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -25746502.000000 Penalty: 6068.779297
	Iteration 6Q: 3 clusters Score -2.57465e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 123431 members 
Entering Unmasked Estep 
Score: -25749708.000000 Penalty: 6068.779297
	Iteration 7Q: 3 clusters Score -2.574971e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -25755992.000000 Penalty: 6068.779297
	Iteration 8F: 3 clusters Score -2.575599e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -25766418.000000 Penalty: 6068.779297
	Iteration 9F: 3 clusters Score -2.576642e+07 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -25780448.000000 Penalty: 6068.779297
	Iteration 10F: 3 clusters Score -2.578045e+07 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 183738 members 
Entering Unmasked Estep 
Score: -25793612.000000 Penalty: 6068.779297
	Iteration 11F: 3 clusters Score -2.579361e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 196063 members 
Entering Unmasked Estep 
Score: -25801784.000000 Penalty: 6068.779297
	Iteration 12F: 3 clusters Score -2.580178e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 202378 members 
Entering Unmasked Estep 
Score: -25805436.000000 Penalty: 6068.779297
	Iteration 13Q: 3 clusters Score -2.580544e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 204799 members 
Entering Unmasked Estep 
Score: -25806500.000000 Penalty: 6068.779297
	Iteration 14Q: 3 clusters Score -2.58065e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 205473 members 
Entering Unmasked Estep 
Score: -25807008.000000 Penalty: 6068.779297
	Iteration 15Q: 3 clusters Score -2.580701e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 205627 members 
Entering Unmasked Estep 
Score: -25807124.000000 Penalty: 6068.779297
	Iteration 16Q: 3 clusters Score -2.580712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 205673 members 
Entering Unmasked Estep 
Score: -25807184.000000 Penalty: 6068.779297
	Iteration 17Q: 3 clusters Score -2.580718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205698 members 
Entering Unmasked Estep 
Score: -25807206.000000 Penalty: 6068.779297
	Iteration 18Q: 3 clusters Score -2.580721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 205712 members 
Entering Unmasked Estep 
Score: -25807252.000000 Penalty: 6068.779297
	Iteration 19Q: 3 clusters Score -2.580725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205717 members 
Entering Unmasked Estep 
Score: -25807250.000000 Penalty: 6068.779297
	Iteration 20F: 3 clusters Score -2.580725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205719 members 
Entering Unmasked Estep 
Score: -25807264.000000 Penalty: 6068.779297
	Iteration 21Q: 3 clusters Score -2.580726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205722 members 
Entering Unmasked Estep 
Score: -25807280.000000 Penalty: 6068.779297
	Iteration 22Q: 3 clusters Score -2.580728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205725 members 
Entering Unmasked Estep 
Score: -25807270.000000 Penalty: 6068.779297
	Iteration 23Q: 3 clusters Score -2.580727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 205727 members 
Entering Unmasked Estep 
Score: -25807270.000000 Penalty: 6068.779297
	Iteration 24Q: 3 clusters Score -2.580727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205729 members 
Entering Unmasked Estep 
Score: -25807270.000000 Penalty: 6068.779297
	Iteration 25Q: 3 clusters Score -2.580727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205731 members 
Entering Unmasked Estep 
Score: -25807264.000000 Penalty: 6068.779297
	Iteration 26Q: 3 clusters Score -2.580726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205731 members 
Entering Unmasked Estep 
Score: -25807264.000000 Penalty: 6068.779297
	Iteration 27F: 3 clusters Score -2.580726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 264 members 
Entering Unmasked Estep 
Score: -64562.933594 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64562.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64746.269531 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64746.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64789.230469 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64789.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64814.992188 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64814.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64818.941406 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64818.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64819.781250 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64819.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64823.550781 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64823.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64827.019531 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64827.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64831.585938 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -64831.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64831.585938 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -64831.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104345.453125 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104345.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104828.773438 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104828.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105337.687500 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105337.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105706.914062 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105706.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105962.617188 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -105962.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106130.593750 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -106130.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106439.945312 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -106439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106716.484375 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -106716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -106747.468750 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -106747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106754.664062 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -106754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106759.414062 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -106759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106759.414062 Penalty: 3421.762451
	Iteration 11F: 3 clusters Score -106759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 54792 members 
Mstep: Class 10 contains 205961 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 13884 members 
Mstep: Class 14 contains 164613 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156972 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165834 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
Score: -105733728.000000 Penalty: 74535.210938
Splitting cluster 12 changes total score from -105735144.000000 to -105733728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1762028.500000 Penalty: 2365.546143
	Iteration 0F: 2 clusters Score -1762028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1751859.625000 Penalty: 4731.092285
	Iteration 0F: 3 clusters Score -1751860 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1754989.125000 Penalty: 4731.092285
	Iteration 1F: 3 clusters Score -1754989 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1755335.750000 Penalty: 4731.092285
	Iteration 2F: 3 clusters Score -1755336 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1755570.875000 Penalty: 4731.092285
	Iteration 3Q: 3 clusters Score -1755571 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1755741.250000 Penalty: 4731.092285
	Iteration 4Q: 3 clusters Score -1755741 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1755888.125000 Penalty: 4731.092285
	Iteration 5Q: 3 clusters Score -1755888 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1756039.125000 Penalty: 4731.092285
	Iteration 6Q: 3 clusters Score -1756039 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1756181.375000 Penalty: 4731.092285
	Iteration 7Q: 3 clusters Score -1756181 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1756362.625000 Penalty: 4731.092285
	Iteration 8Q: 3 clusters Score -1756363 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1756575.875000 Penalty: 4731.092285
	Iteration 9Q: 3 clusters Score -1756576 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1756854.875000 Penalty: 4731.092285
	Iteration 10Q: 3 clusters Score -1756855 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1757148.375000 Penalty: 4731.092285
	Iteration 11Q: 3 clusters Score -1757148 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1757455.500000 Penalty: 4731.092285
	Iteration 12Q: 3 clusters Score -1757456 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1757802.625000 Penalty: 4731.092285
	Iteration 13Q: 3 clusters Score -1757803 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1758200.375000 Penalty: 4731.092285
	Iteration 14Q: 3 clusters Score -1758200 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1758572.125000 Penalty: 4731.092285
	Iteration 15Q: 3 clusters Score -1758572 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1758875.500000 Penalty: 4731.092285
	Iteration 16Q: 3 clusters Score -1758876 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1759124.000000 Penalty: 4731.092285
	Iteration 17Q: 3 clusters Score -1759124 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1759333.875000 Penalty: 4731.092285
	Iteration 18Q: 3 clusters Score -1759334 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1759478.875000 Penalty: 4731.092285
	Iteration 19Q: 3 clusters Score -1759479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1759569.500000 Penalty: 4731.092285
	Iteration 20F: 3 clusters Score -1759570 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1759642.625000 Penalty: 4731.092285
	Iteration 21Q: 3 clusters Score -1759643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1759705.750000 Penalty: 4731.092285
	Iteration 22Q: 3 clusters Score -1759706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1759758.375000 Penalty: 4731.092285
	Iteration 23Q: 3 clusters Score -1759758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1759807.750000 Penalty: 4731.092285
	Iteration 24Q: 3 clusters Score -1759808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1759845.000000 Penalty: 4731.092285
	Iteration 25Q: 3 clusters Score -1759845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1759873.500000 Penalty: 4731.092285
	Iteration 26Q: 3 clusters Score -1759874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1759891.375000 Penalty: 4731.092285
	Iteration 27Q: 3 clusters Score -1759891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1759909.125000 Penalty: 4731.092285
	Iteration 28Q: 3 clusters Score -1759909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1759922.250000 Penalty: 4731.092285
	Iteration 29Q: 3 clusters Score -1759922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1759929.250000 Penalty: 4731.092285
	Iteration 30Q: 3 clusters Score -1759929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1759936.125000 Penalty: 4731.092285
	Iteration 31Q: 3 clusters Score -1759936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1759937.500000 Penalty: 4731.092285
	Iteration 32Q: 3 clusters Score -1759938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1759946.250000 Penalty: 4731.092285
	Iteration 33Q: 3 clusters Score -1759946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1759950.000000 Penalty: 4731.092285
	Iteration 34Q: 3 clusters Score -1759950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1759953.875000 Penalty: 4731.092285
	Iteration 35Q: 3 clusters Score -1759954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1759955.500000 Penalty: 4731.092285
	Iteration 36Q: 3 clusters Score -1759956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1759955.500000 Penalty: 4731.092285
	Iteration 37Q: 3 clusters Score -1759956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1759964.500000 Penalty: 4731.092285
	Iteration 38Q: 3 clusters Score -1759964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1759969.625000 Penalty: 4731.092285
	Iteration 39Q: 3 clusters Score -1759970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1759974.750000 Penalty: 4731.092285
	Iteration 40F: 3 clusters Score -1759975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1759980.750000 Penalty: 4731.092285
	Iteration 41Q: 3 clusters Score -1759981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1759983.750000 Penalty: 4731.092285
	Iteration 42Q: 3 clusters Score -1759984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1759983.250000 Penalty: 4731.092285
	Iteration 43Q: 3 clusters Score -1759983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1759985.000000 Penalty: 4731.092285
	Iteration 44Q: 3 clusters Score -1759985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1759991.000000 Penalty: 4731.092285
	Iteration 45Q: 3 clusters Score -1759991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1759992.875000 Penalty: 4731.092285
	Iteration 46Q: 3 clusters Score -1759993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1759994.250000 Penalty: 4731.092285
	Iteration 47Q: 3 clusters Score -1759994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1759995.250000 Penalty: 4731.092285
	Iteration 48Q: 3 clusters Score -1759995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1759996.500000 Penalty: 4731.092285
	Iteration 49Q: 3 clusters Score -1759996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1759999.125000 Penalty: 4731.092285
	Iteration 50Q: 3 clusters Score -1759999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1759998.875000 Penalty: 4731.092285
	Iteration 51Q: 3 clusters Score -1759999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1760000.375000 Penalty: 4731.092285
	Iteration 52Q: 3 clusters Score -1760000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1760000.500000 Penalty: 4731.092285
	Iteration 53Q: 3 clusters Score -1760000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1760000.500000 Penalty: 4731.092285
	Iteration 54F: 3 clusters Score -1760000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Entering Unmasked Estep 
Score: -20701310.000000 Penalty: 2978.815430
	Iteration 0F: 2 clusters Score -2.070131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -20596218.000000 Penalty: 5957.630859
	Iteration 0F: 3 clusters Score -2.059622e+07 nChanged 78471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -20641806.000000 Penalty: 5957.630859
	Iteration 1F: 3 clusters Score -2.064181e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -20642982.000000 Penalty: 5957.630859
	Iteration 2Q: 3 clusters Score -2.064298e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -20644602.000000 Penalty: 5957.630859
	Iteration 3Q: 3 clusters Score -2.06446e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -20647230.000000 Penalty: 5957.630859
	Iteration 4Q: 3 clusters Score -2.064723e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -20651322.000000 Penalty: 5957.630859
	Iteration 5Q: 3 clusters Score -2.065132e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 110215 members 
Entering Unmasked Estep 
Score: -20657272.000000 Penalty: 5957.630859
	Iteration 6F: 3 clusters Score -2.065727e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -20665662.000000 Penalty: 5957.630859
	Iteration 7F: 3 clusters Score -2.066566e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 132823 members 
Entering Unmasked Estep 
Score: -20675704.000000 Penalty: 5957.630859
	Iteration 8F: 3 clusters Score -2.06757e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 143672 members 
Entering Unmasked Estep 
Score: -20685314.000000 Penalty: 5957.630859
	Iteration 9F: 3 clusters Score -2.068531e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -20692120.000000 Penalty: 5957.630859
	Iteration 10F: 3 clusters Score -2.069212e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 157154 members 
Entering Unmasked Estep 
Score: -20695582.000000 Penalty: 5957.630859
	Iteration 11Q: 3 clusters Score -2.069558e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 160182 members 
Entering Unmasked Estep 
Score: -20697184.000000 Penalty: 5957.630859
	Iteration 12Q: 3 clusters Score -2.069718e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -20698002.000000 Penalty: 5957.630859
	Iteration 13Q: 3 clusters Score -2.0698e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 162617 members 
Entering Unmasked Estep 
Score: -20698322.000000 Penalty: 5957.630859
	Iteration 14Q: 3 clusters Score -2.069832e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -20698436.000000 Penalty: 5957.630859
	Iteration 15Q: 3 clusters Score -2.069844e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -20698546.000000 Penalty: 5957.630859
	Iteration 16Q: 3 clusters Score -2.069855e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -20698674.000000 Penalty: 5957.630859
	Iteration 17Q: 3 clusters Score -2.069867e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -20698722.000000 Penalty: 5957.630859
	Iteration 18Q: 3 clusters Score -2.069872e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -20698734.000000 Penalty: 5957.630859
	Iteration 19Q: 3 clusters Score -2.069873e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -20698784.000000 Penalty: 5957.630859
	Iteration 20F: 3 clusters Score -2.069878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -20698826.000000 Penalty: 5957.630859
	Iteration 21Q: 3 clusters Score -2.069883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 163891 members 
Entering Unmasked Estep 
Score: -20698802.000000 Penalty: 5957.630859
	Iteration 22Q: 3 clusters Score -2.06988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 163912 members 
Entering Unmasked Estep 
Score: -20698812.000000 Penalty: 5957.630859
	Iteration 23Q: 3 clusters Score -2.069881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -20698828.000000 Penalty: 5957.630859
	Iteration 24Q: 3 clusters Score -2.069883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 163933 members 
Entering Unmasked Estep 
Score: -20698852.000000 Penalty: 5957.630859
	Iteration 25Q: 3 clusters Score -2.069885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -20698854.000000 Penalty: 5957.630859
	Iteration 26Q: 3 clusters Score -2.069885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -20698856.000000 Penalty: 5957.630859
	Iteration 27Q: 3 clusters Score -2.069886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -20698836.000000 Penalty: 5957.630859
	Iteration 28Q: 3 clusters Score -2.069884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -20698850.000000 Penalty: 5957.630859
	Iteration 29Q: 3 clusters Score -2.069885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163969 members 
Entering Unmasked Estep 
Score: -20698846.000000 Penalty: 5957.630859
	Iteration 30Q: 3 clusters Score -2.069885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -20698864.000000 Penalty: 5957.630859
	Iteration 31Q: 3 clusters Score -2.069886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -20698864.000000 Penalty: 5957.630859
	Iteration 32Q: 3 clusters Score -2.069886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 163993 members 
Entering Unmasked Estep 
Score: -20698860.000000 Penalty: 5957.630859
	Iteration 33Q: 3 clusters Score -2.069886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 164005 members 
Entering Unmasked Estep 
Score: -20698862.000000 Penalty: 5957.630859
	Iteration 34Q: 3 clusters Score -2.069886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -20698878.000000 Penalty: 5957.630859
	Iteration 35Q: 3 clusters Score -2.069888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -20698880.000000 Penalty: 5957.630859
	Iteration 36Q: 3 clusters Score -2.069888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -20698890.000000 Penalty: 5957.630859
	Iteration 37Q: 3 clusters Score -2.069889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -20698880.000000 Penalty: 5957.630859
	Iteration 38Q: 3 clusters Score -2.069888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 164023 members 
Entering Unmasked Estep 
Score: -20698874.000000 Penalty: 5957.630859
	Iteration 39Q: 3 clusters Score -2.069887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -20698884.000000 Penalty: 5957.630859
	Iteration 40F: 3 clusters Score -2.069888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -20698882.000000 Penalty: 5957.630859
	Iteration 41Q: 3 clusters Score -2.069888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -20698872.000000 Penalty: 5957.630859
	Iteration 42Q: 3 clusters Score -2.069887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -20698874.000000 Penalty: 5957.630859
	Iteration 43Q: 3 clusters Score -2.069887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -20698890.000000 Penalty: 5957.630859
	Iteration 44Q: 3 clusters Score -2.069889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -20698876.000000 Penalty: 5957.630859
	Iteration 45Q: 3 clusters Score -2.069888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -20698874.000000 Penalty: 5957.630859
	Iteration 46Q: 3 clusters Score -2.069887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -20698874.000000 Penalty: 5957.630859
	Iteration 47Q: 3 clusters Score -2.069887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -20698882.000000 Penalty: 5957.630859
	Iteration 48Q: 3 clusters Score -2.069888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -20698876.000000 Penalty: 5957.630859
	Iteration 49Q: 3 clusters Score -2.069888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -20698884.000000 Penalty: 5957.630859
	Iteration 50Q: 3 clusters Score -2.069888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -20698882.000000 Penalty: 5957.630859
	Iteration 51Q: 3 clusters Score -2.069888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 164036 members 
Entering Unmasked Estep 
Score: -20698894.000000 Penalty: 5957.630859
	Iteration 52Q: 3 clusters Score -2.069889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 164036 members 
Entering Unmasked Estep 
Score: -20698894.000000 Penalty: 5957.630859
	Iteration 53F: 3 clusters Score -2.069889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 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 155 members 
Entering Unmasked Estep 
Score: -29403.939453 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29403.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29773.107422 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29773.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29956.566406 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29956.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30107.531250 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -30107.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30176.501953 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -30176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30257.910156 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -30257.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30402.625000 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -30402.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30624.275391 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -30624.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30939.220703 Penalty: 2885.287109
	Iteration 8F: 3 clusters Score -30939.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31437.001953 Penalty: 2885.287109
	Iteration 9F: 3 clusters Score -31437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31552.328125 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -31552.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31604.375000 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -31604.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31604.375000 Penalty: 2885.287109
	Iteration 12F: 3 clusters Score -31604.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 54792 members 
Mstep: Class 10 contains 205961 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13884 members 
Mstep: Class 14 contains 164613 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 156972 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165834 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 182 members 
Entering Unmasked Estep 
Score: -105734312.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105735144.000000 to -105734312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (156972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Entering Unmasked Estep 
Score: -19825766.000000 Penalty: 2967.027832
	Iteration 0F: 2 clusters Score -1.982577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -19723566.000000 Penalty: 5934.055664
	Iteration 0F: 3 clusters Score -1.972357e+07 nChanged 75063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -19767992.000000 Penalty: 5934.055664
	Iteration 1F: 3 clusters Score -1.976799e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -19769204.000000 Penalty: 5934.055664
	Iteration 2Q: 3 clusters Score -1.97692e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -19770580.000000 Penalty: 5934.055664
	Iteration 3Q: 3 clusters Score -1.977058e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -19772506.000000 Penalty: 5934.055664
	Iteration 4Q: 3 clusters Score -1.977251e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -19775064.000000 Penalty: 5934.055664
	Iteration 5Q: 3 clusters Score -1.977506e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -19778950.000000 Penalty: 5934.055664
	Iteration 6Q: 3 clusters Score -1.977895e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -19783826.000000 Penalty: 5934.055664
	Iteration 7F: 3 clusters Score -1.978383e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -19790098.000000 Penalty: 5934.055664
	Iteration 8F: 3 clusters Score -1.97901e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -19796656.000000 Penalty: 5934.055664
	Iteration 9F: 3 clusters Score -1.979666e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -19801632.000000 Penalty: 5934.055664
	Iteration 10F: 3 clusters Score -1.980163e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -19804632.000000 Penalty: 5934.055664
	Iteration 11Q: 3 clusters Score -1.980463e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -19805794.000000 Penalty: 5934.055664
	Iteration 12Q: 3 clusters Score -1.980579e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -19806270.000000 Penalty: 5934.055664
	Iteration 13Q: 3 clusters Score -1.980627e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -19806564.000000 Penalty: 5934.055664
	Iteration 14Q: 3 clusters Score -1.980656e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -19806762.000000 Penalty: 5934.055664
	Iteration 15Q: 3 clusters Score -1.980676e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -19806892.000000 Penalty: 5934.055664
	Iteration 16Q: 3 clusters Score -1.980689e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -19806978.000000 Penalty: 5934.055664
	Iteration 17Q: 3 clusters Score -1.980698e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -19807028.000000 Penalty: 5934.055664
	Iteration 18Q: 3 clusters Score -1.980703e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -19807126.000000 Penalty: 5934.055664
	Iteration 19Q: 3 clusters Score -1.980713e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -19807204.000000 Penalty: 5934.055664
	Iteration 20F: 3 clusters Score -1.98072e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -19807308.000000 Penalty: 5934.055664
	Iteration 21Q: 3 clusters Score -1.980731e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -19807472.000000 Penalty: 5934.055664
	Iteration 22Q: 3 clusters Score -1.980747e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -19807534.000000 Penalty: 5934.055664
	Iteration 23Q: 3 clusters Score -1.980753e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -19807652.000000 Penalty: 5934.055664
	Iteration 24Q: 3 clusters Score -1.980765e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -19807696.000000 Penalty: 5934.055664
	Iteration 25Q: 3 clusters Score -1.98077e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -19807842.000000 Penalty: 5934.055664
	Iteration 26Q: 3 clusters Score -1.980784e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -19807888.000000 Penalty: 5934.055664
	Iteration 27Q: 3 clusters Score -1.980789e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -19807992.000000 Penalty: 5934.055664
	Iteration 28Q: 3 clusters Score -1.980799e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -19808150.000000 Penalty: 5934.055664
	Iteration 29Q: 3 clusters Score -1.980815e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -19808264.000000 Penalty: 5934.055664
	Iteration 30Q: 3 clusters Score -1.980826e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -19808348.000000 Penalty: 5934.055664
	Iteration 31Q: 3 clusters Score -1.980835e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -19808436.000000 Penalty: 5934.055664
	Iteration 32Q: 3 clusters Score -1.980844e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -19808528.000000 Penalty: 5934.055664
	Iteration 33Q: 3 clusters Score -1.980853e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -19808602.000000 Penalty: 5934.055664
	Iteration 34Q: 3 clusters Score -1.98086e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -19808758.000000 Penalty: 5934.055664
	Iteration 35Q: 3 clusters Score -1.980876e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -19808822.000000 Penalty: 5934.055664
	Iteration 36Q: 3 clusters Score -1.980882e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -19808962.000000 Penalty: 5934.055664
	Iteration 37Q: 3 clusters Score -1.980896e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -19809086.000000 Penalty: 5934.055664
	Iteration 38Q: 3 clusters Score -1.980909e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -19809190.000000 Penalty: 5934.055664
	Iteration 39Q: 3 clusters Score -1.980919e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -19809294.000000 Penalty: 5934.055664
	Iteration 40F: 3 clusters Score -1.980929e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -19809368.000000 Penalty: 5934.055664
	Iteration 41Q: 3 clusters Score -1.980937e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -19809486.000000 Penalty: 5934.055664
	Iteration 42Q: 3 clusters Score -1.980949e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -19809472.000000 Penalty: 5934.055664
	Iteration 43Q: 3 clusters Score -1.980947e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -19809542.000000 Penalty: 5934.055664
	Iteration 44Q: 3 clusters Score -1.980954e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -19809672.000000 Penalty: 5934.055664
	Iteration 45Q: 3 clusters Score -1.980967e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -19809754.000000 Penalty: 5934.055664
	Iteration 46Q: 3 clusters Score -1.980975e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -19809922.000000 Penalty: 5934.055664
	Iteration 47Q: 3 clusters Score -1.980992e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -19810046.000000 Penalty: 5934.055664
	Iteration 48Q: 3 clusters Score -1.981005e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -19810114.000000 Penalty: 5934.055664
	Iteration 49Q: 3 clusters Score -1.981011e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -19810284.000000 Penalty: 5934.055664
	Iteration 50Q: 3 clusters Score -1.981028e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -19810428.000000 Penalty: 5934.055664
	Iteration 51Q: 3 clusters Score -1.981043e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -19810752.000000 Penalty: 5934.055664
	Iteration 52Q: 3 clusters Score -1.981075e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -19811108.000000 Penalty: 5934.055664
	Iteration 53Q: 3 clusters Score -1.981111e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -19811574.000000 Penalty: 5934.055664
	Iteration 54Q: 3 clusters Score -1.981157e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -19812112.000000 Penalty: 5934.055664
	Iteration 55Q: 3 clusters Score -1.981211e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -19812824.000000 Penalty: 5934.055664
	Iteration 56Q: 3 clusters Score -1.981282e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 112708 members 
Entering Unmasked Estep 
Score: -19813570.000000 Penalty: 5934.055664
	Iteration 57Q: 3 clusters Score -1.981357e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -19814212.000000 Penalty: 5934.055664
	Iteration 58Q: 3 clusters Score -1.981421e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -19814850.000000 Penalty: 5934.055664
	Iteration 59Q: 3 clusters Score -1.981485e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 118040 members 
Entering Unmasked Estep 
Score: -19815314.000000 Penalty: 5934.055664
	Iteration 60F: 3 clusters Score -1.981531e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 119640 members 
Entering Unmasked Estep 
Score: -19815896.000000 Penalty: 5934.055664
	Iteration 61Q: 3 clusters Score -1.98159e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 121249 members 
Entering Unmasked Estep 
Score: -19816354.000000 Penalty: 5934.055664
	Iteration 62Q: 3 clusters Score -1.981635e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -19816904.000000 Penalty: 5934.055664
	Iteration 63Q: 3 clusters Score -1.98169e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 124294 members 
Entering Unmasked Estep 
Score: -19817324.000000 Penalty: 5934.055664
	Iteration 64Q: 3 clusters Score -1.981732e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 125768 members 
Entering Unmasked Estep 
Score: -19817796.000000 Penalty: 5934.055664
	Iteration 65Q: 3 clusters Score -1.98178e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -19818052.000000 Penalty: 5934.055664
	Iteration 66Q: 3 clusters Score -1.981805e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 128797 members 
Entering Unmasked Estep 
Score: -19818316.000000 Penalty: 5934.055664
	Iteration 67Q: 3 clusters Score -1.981832e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -19818696.000000 Penalty: 5934.055664
	Iteration 68Q: 3 clusters Score -1.98187e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -19819172.000000 Penalty: 5934.055664
	Iteration 69Q: 3 clusters Score -1.981917e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -19819610.000000 Penalty: 5934.055664
	Iteration 70Q: 3 clusters Score -1.981961e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 134854 members 
Entering Unmasked Estep 
Score: -19820004.000000 Penalty: 5934.055664
	Iteration 71Q: 3 clusters Score -1.982e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 136368 members 
Entering Unmasked Estep 
Score: -19820488.000000 Penalty: 5934.055664
	Iteration 72Q: 3 clusters Score -1.982049e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -19820936.000000 Penalty: 5934.055664
	Iteration 73Q: 3 clusters Score -1.982094e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -19821448.000000 Penalty: 5934.055664
	Iteration 74Q: 3 clusters Score -1.982145e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 140636 members 
Entering Unmasked Estep 
Score: -19821814.000000 Penalty: 5934.055664
	Iteration 75Q: 3 clusters Score -1.982181e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 141881 members 
Entering Unmasked Estep 
Score: -19822172.000000 Penalty: 5934.055664
	Iteration 76Q: 3 clusters Score -1.982217e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -19822602.000000 Penalty: 5934.055664
	Iteration 77Q: 3 clusters Score -1.98226e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 144167 members 
Entering Unmasked Estep 
Score: -19822902.000000 Penalty: 5934.055664
	Iteration 78Q: 3 clusters Score -1.98229e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -19823264.000000 Penalty: 5934.055664
	Iteration 79Q: 3 clusters Score -1.982326e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -19823442.000000 Penalty: 5934.055664
	Iteration 80F: 3 clusters Score -1.982344e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 146976 members 
Entering Unmasked Estep 
Score: -19823686.000000 Penalty: 5934.055664
	Iteration 81Q: 3 clusters Score -1.982369e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -19823688.000000 Penalty: 5934.055664
	Iteration 82Q: 3 clusters Score -1.982369e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 148479 members 
Entering Unmasked Estep 
Score: -19823846.000000 Penalty: 5934.055664
	Iteration 83Q: 3 clusters Score -1.982385e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -19823968.000000 Penalty: 5934.055664
	Iteration 84Q: 3 clusters Score -1.982397e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -19824048.000000 Penalty: 5934.055664
	Iteration 85Q: 3 clusters Score -1.982405e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -19824074.000000 Penalty: 5934.055664
	Iteration 86Q: 3 clusters Score -1.982407e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 150752 members 
Entering Unmasked Estep 
Score: -19824108.000000 Penalty: 5934.055664
	Iteration 87Q: 3 clusters Score -1.982411e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -19824148.000000 Penalty: 5934.055664
	Iteration 88Q: 3 clusters Score -1.982415e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -19824110.000000 Penalty: 5934.055664
	Iteration 89Q: 3 clusters Score -1.982411e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 151904 members 
Entering Unmasked Estep 
Score: -19824122.000000 Penalty: 5934.055664
	Iteration 90Q: 3 clusters Score -1.982412e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -19824074.000000 Penalty: 5934.055664
	Iteration 91Q: 3 clusters Score -1.982407e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -19824158.000000 Penalty: 5934.055664
	Iteration 92Q: 3 clusters Score -1.982416e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -19824098.000000 Penalty: 5934.055664
	Iteration 93Q: 3 clusters Score -1.98241e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 152914 members 
Entering Unmasked Estep 
Score: -19824096.000000 Penalty: 5934.055664
	Iteration 94Q: 3 clusters Score -1.98241e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -19824092.000000 Penalty: 5934.055664
	Iteration 95Q: 3 clusters Score -1.982409e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 153250 members 
Entering Unmasked Estep 
Score: -19824136.000000 Penalty: 5934.055664
	Iteration 96Q: 3 clusters Score -1.982414e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -19824130.000000 Penalty: 5934.055664
	Iteration 97Q: 3 clusters Score -1.982413e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -19824108.000000 Penalty: 5934.055664
	Iteration 98Q: 3 clusters Score -1.982411e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 153563 members 
Entering Unmasked Estep 
Score: -19824074.000000 Penalty: 5934.055664
	Iteration 99Q: 3 clusters Score -1.982407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 153637 members 
Entering Unmasked Estep 
Score: -19824070.000000 Penalty: 5934.055664
	Iteration 100F: 3 clusters Score -1.982407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -19824112.000000 Penalty: 5934.055664
	Iteration 101Q: 3 clusters Score -1.982411e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -19824120.000000 Penalty: 5934.055664
	Iteration 102Q: 3 clusters Score -1.982412e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 153884 members 
Entering Unmasked Estep 
Score: -19824078.000000 Penalty: 5934.055664
	Iteration 103Q: 3 clusters Score -1.982408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 153943 members 
Entering Unmasked Estep 
Score: -19824084.000000 Penalty: 5934.055664
	Iteration 104Q: 3 clusters Score -1.982408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 154004 members 
Entering Unmasked Estep 
Score: -19824070.000000 Penalty: 5934.055664
	Iteration 105Q: 3 clusters Score -1.982407e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -19824066.000000 Penalty: 5934.055664
	Iteration 106Q: 3 clusters Score -1.982407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -19824056.000000 Penalty: 5934.055664
	Iteration 107Q: 3 clusters Score -1.982406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -19824054.000000 Penalty: 5934.055664
	Iteration 108Q: 3 clusters Score -1.982405e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -19824028.000000 Penalty: 5934.055664
	Iteration 109Q: 3 clusters Score -1.982403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 154286 members 
Entering Unmasked Estep 
Score: -19824032.000000 Penalty: 5934.055664
	Iteration 110Q: 3 clusters Score -1.982403e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -19823996.000000 Penalty: 5934.055664
	Iteration 111Q: 3 clusters Score -1.9824e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -19824034.000000 Penalty: 5934.055664
	Iteration 112Q: 3 clusters Score -1.982403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -19824020.000000 Penalty: 5934.055664
	Iteration 113Q: 3 clusters Score -1.982402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -19824008.000000 Penalty: 5934.055664
	Iteration 114Q: 3 clusters Score -1.982401e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -19824032.000000 Penalty: 5934.055664
	Iteration 115Q: 3 clusters Score -1.982403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -19824038.000000 Penalty: 5934.055664
	Iteration 116Q: 3 clusters Score -1.982404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -19824036.000000 Penalty: 5934.055664
	Iteration 117Q: 3 clusters Score -1.982404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -19824016.000000 Penalty: 5934.055664
	Iteration 118Q: 3 clusters Score -1.982402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -19824040.000000 Penalty: 5934.055664
	Iteration 119Q: 3 clusters Score -1.982404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 154582 members 
Entering Unmasked Estep 
Score: -19824038.000000 Penalty: 5934.055664
	Iteration 120F: 3 clusters Score -1.982404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -19824038.000000 Penalty: 5934.055664
	Iteration 121Q: 3 clusters Score -1.982404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -19824036.000000 Penalty: 5934.055664
	Iteration 122Q: 3 clusters Score -1.982404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 154621 members 
Entering Unmasked Estep 
Score: -19824034.000000 Penalty: 5934.055664
	Iteration 123Q: 3 clusters Score -1.982403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 154631 members 
Entering Unmasked Estep 
Score: -19824028.000000 Penalty: 5934.055664
	Iteration 124Q: 3 clusters Score -1.982403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -19824026.000000 Penalty: 5934.055664
	Iteration 125Q: 3 clusters Score -1.982403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -19824030.000000 Penalty: 5934.055664
	Iteration 126Q: 3 clusters Score -1.982403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -19824016.000000 Penalty: 5934.055664
	Iteration 127Q: 3 clusters Score -1.982402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -19824014.000000 Penalty: 5934.055664
	Iteration 128Q: 3 clusters Score -1.982401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -19824016.000000 Penalty: 5934.055664
	Iteration 129Q: 3 clusters Score -1.982402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -19824010.000000 Penalty: 5934.055664
	Iteration 130Q: 3 clusters Score -1.982401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -19824022.000000 Penalty: 5934.055664
	Iteration 131Q: 3 clusters Score -1.982402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -19824010.000000 Penalty: 5934.055664
	Iteration 132Q: 3 clusters Score -1.982401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -19824004.000000 Penalty: 5934.055664
	Iteration 133Q: 3 clusters Score -1.9824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 154705 members 
Entering Unmasked Estep 
Score: -19824006.000000 Penalty: 5934.055664
	Iteration 134Q: 3 clusters Score -1.982401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 154711 members 
Entering Unmasked Estep 
Score: -19824014.000000 Penalty: 5934.055664
	Iteration 135Q: 3 clusters Score -1.982401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 154715 members 
Entering Unmasked Estep 
Score: -19824014.000000 Penalty: 5934.055664
	Iteration 136Q: 3 clusters Score -1.982401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -19824010.000000 Penalty: 5934.055664
	Iteration 137Q: 3 clusters Score -1.982401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -19824010.000000 Penalty: 5934.055664
	Iteration 138F: 3 clusters Score -1.982401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82469.375000 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82469.38 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82743.937500 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82743.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82914.843750 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -82914.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83027.796875 Penalty: 3288.819092
	Iteration 3Q: 3 clusters Score -83027.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83091.015625 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -83091.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83131.539062 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83131.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83168.351562 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83168.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83182.929688 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83182.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83187.125000 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83187.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83188.179688 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83188.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83192.320312 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83192.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83205.976562 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -83205.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83214.140625 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -83214.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83225.601562 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -83225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83231.234375 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -83231.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83242.445312 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -83242.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83265.820312 Penalty: 3288.819092
	Iteration 16Q: 3 clusters Score -83265.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83289.375000 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -83289.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83298.679688 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -83298.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83315.742188 Penalty: 3288.819092
	Iteration 19Q: 3 clusters Score -83315.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83336.976562 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -83336.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83348.117188 Penalty: 3288.819092
	Iteration 21Q: 3 clusters Score -83348.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83355.132812 Penalty: 3288.819092
	Iteration 22Q: 3 clusters Score -83355.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83367.304688 Penalty: 3288.819092
	Iteration 23Q: 3 clusters Score -83367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83383.203125 Penalty: 3288.819092
	Iteration 24Q: 3 clusters Score -83383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -83394.609375 Penalty: 3288.819092
	Iteration 25Q: 3 clusters Score -83394.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83403.523438 Penalty: 3288.819092
	Iteration 26Q: 3 clusters Score -83403.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83410.750000 Penalty: 3288.819092
	Iteration 27Q: 3 clusters Score -83410.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83413.210938 Penalty: 3288.819092
	Iteration 28Q: 3 clusters Score -83413.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83413.210938 Penalty: 3288.819092
	Iteration 29F: 3 clusters Score -83413.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Entering Unmasked Estep 
Score: -2729331.250000 Penalty: 2472.844238
	Iteration 0F: 2 clusters Score -2729331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2714467.750000 Penalty: 4945.688477
	Iteration 0F: 3 clusters Score -2714468 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2719345.750000 Penalty: 4945.688477
	Iteration 1F: 3 clusters Score -2719346 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2719729.000000 Penalty: 4945.688477
	Iteration 2F: 3 clusters Score -2719729 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2720030.500000 Penalty: 4945.688477
	Iteration 3Q: 3 clusters Score -2720030 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2720245.750000 Penalty: 4945.688477
	Iteration 4Q: 3 clusters Score -2720246 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2720410.000000 Penalty: 4945.688477
	Iteration 5Q: 3 clusters Score -2720410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2720568.000000 Penalty: 4945.688477
	Iteration 6Q: 3 clusters Score -2720568 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2720705.500000 Penalty: 4945.688477
	Iteration 7Q: 3 clusters Score -2720706 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2720829.250000 Penalty: 4945.688477
	Iteration 8Q: 3 clusters Score -2720829 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2720982.000000 Penalty: 4945.688477
	Iteration 9Q: 3 clusters Score -2720982 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2721162.500000 Penalty: 4945.688477
	Iteration 10Q: 3 clusters Score -2721162 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2721429.500000 Penalty: 4945.688477
	Iteration 11Q: 3 clusters Score -2721430 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2721784.500000 Penalty: 4945.688477
	Iteration 12Q: 3 clusters Score -2721784 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2722281.000000 Penalty: 4945.688477
	Iteration 13Q: 3 clusters Score -2722281 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2722980.750000 Penalty: 4945.688477
	Iteration 14F: 3 clusters Score -2722981 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2723845.250000 Penalty: 4945.688477
	Iteration 15F: 3 clusters Score -2723845 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2724836.000000 Penalty: 4945.688477
	Iteration 16F: 3 clusters Score -2724836 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2725735.000000 Penalty: 4945.688477
	Iteration 17Q: 3 clusters Score -2725735 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2726398.000000 Penalty: 4945.688477
	Iteration 18Q: 3 clusters Score -2726398 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2726760.750000 Penalty: 4945.688477
	Iteration 19Q: 3 clusters Score -2726761 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2726952.750000 Penalty: 4945.688477
	Iteration 20F: 3 clusters Score -2726953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2727038.750000 Penalty: 4945.688477
	Iteration 21Q: 3 clusters Score -2727039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2727113.000000 Penalty: 4945.688477
	Iteration 22Q: 3 clusters Score -2727113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2727145.250000 Penalty: 4945.688477
	Iteration 23Q: 3 clusters Score -2727145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2727169.000000 Penalty: 4945.688477
	Iteration 24Q: 3 clusters Score -2727169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2727184.500000 Penalty: 4945.688477
	Iteration 25Q: 3 clusters Score -2727184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2727202.750000 Penalty: 4945.688477
	Iteration 26Q: 3 clusters Score -2727203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2727210.500000 Penalty: 4945.688477
	Iteration 27Q: 3 clusters Score -2727210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2727218.250000 Penalty: 4945.688477
	Iteration 28Q: 3 clusters Score -2727218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2727222.250000 Penalty: 4945.688477
	Iteration 29Q: 3 clusters Score -2727222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2727228.500000 Penalty: 4945.688477
	Iteration 30Q: 3 clusters Score -2727228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2727238.000000 Penalty: 4945.688477
	Iteration 31Q: 3 clusters Score -2727238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2727238.250000 Penalty: 4945.688477
	Iteration 32Q: 3 clusters Score -2727238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2727241.000000 Penalty: 4945.688477
	Iteration 33Q: 3 clusters Score -2727241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2727240.500000 Penalty: 4945.688477
	Iteration 34Q: 3 clusters Score -2727240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2727240.500000 Penalty: 4945.688477
	Iteration 35F: 3 clusters Score -2727240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29362.724609 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29362.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29536.054688 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29536.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29612.566406 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -29612.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29640.515625 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29640.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29651.951172 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29651.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29658.710938 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29658.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29658.710938 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -29658.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Entering Unmasked Estep 
Score: -20855116.000000 Penalty: 2980.648193
	Iteration 0F: 2 clusters Score -2.085512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -20746828.000000 Penalty: 5961.296387
	Iteration 0F: 3 clusters Score -2.074683e+07 nChanged 79575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -20794100.000000 Penalty: 5961.296387
	Iteration 1F: 3 clusters Score -2.07941e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -20795662.000000 Penalty: 5961.296387
	Iteration 2Q: 3 clusters Score -2.079566e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -20797782.000000 Penalty: 5961.296387
	Iteration 3Q: 3 clusters Score -2.079778e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 103189 members 
Entering Unmasked Estep 
Score: -20801716.000000 Penalty: 5961.296387
	Iteration 4Q: 3 clusters Score -2.080172e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -20808610.000000 Penalty: 5961.296387
	Iteration 5F: 3 clusters Score -2.080861e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -20819076.000000 Penalty: 5961.296387
	Iteration 6F: 3 clusters Score -2.081908e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -20832328.000000 Penalty: 5961.296387
	Iteration 7F: 3 clusters Score -2.083233e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 150721 members 
Entering Unmasked Estep 
Score: -20843536.000000 Penalty: 5961.296387
	Iteration 8F: 3 clusters Score -2.084354e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -20849410.000000 Penalty: 5961.296387
	Iteration 9Q: 3 clusters Score -2.084941e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -20851506.000000 Penalty: 5961.296387
	Iteration 10Q: 3 clusters Score -2.085151e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 162638 members 
Entering Unmasked Estep 
Score: -20852440.000000 Penalty: 5961.296387
	Iteration 11Q: 3 clusters Score -2.085244e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -20852882.000000 Penalty: 5961.296387
	Iteration 12Q: 3 clusters Score -2.085288e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -20853118.000000 Penalty: 5961.296387
	Iteration 13Q: 3 clusters Score -2.085312e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -20853116.000000 Penalty: 5961.296387
	Iteration 14Q: 3 clusters Score -2.085312e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -20853180.000000 Penalty: 5961.296387
	Iteration 15Q: 3 clusters Score -2.085318e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -20853210.000000 Penalty: 5961.296387
	Iteration 16Q: 3 clusters Score -2.085321e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -20853280.000000 Penalty: 5961.296387
	Iteration 17Q: 3 clusters Score -2.085328e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 164338 members 
Entering Unmasked Estep 
Score: -20853276.000000 Penalty: 5961.296387
	Iteration 18Q: 3 clusters Score -2.085328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -20853276.000000 Penalty: 5961.296387
	Iteration 19Q: 3 clusters Score -2.085328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 164411 members 
Entering Unmasked Estep 
Score: -20853286.000000 Penalty: 5961.296387
	Iteration 20F: 3 clusters Score -2.085329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 164439 members 
Entering Unmasked Estep 
Score: -20853290.000000 Penalty: 5961.296387
	Iteration 21Q: 3 clusters Score -2.085329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 164450 members 
Entering Unmasked Estep 
Score: -20853276.000000 Penalty: 5961.296387
	Iteration 22Q: 3 clusters Score -2.085328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -20853286.000000 Penalty: 5961.296387
	Iteration 23Q: 3 clusters Score -2.085329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 164462 members 
Entering Unmasked Estep 
Score: -20853284.000000 Penalty: 5961.296387
	Iteration 24Q: 3 clusters Score -2.085328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -20853296.000000 Penalty: 5961.296387
	Iteration 25Q: 3 clusters Score -2.08533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 164464 members 
Entering Unmasked Estep 
Score: -20853292.000000 Penalty: 5961.296387
	Iteration 26Q: 3 clusters Score -2.085329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 164468 members 
Entering Unmasked Estep 
Score: -20853294.000000 Penalty: 5961.296387
	Iteration 27Q: 3 clusters Score -2.085329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -20853284.000000 Penalty: 5961.296387
	Iteration 28Q: 3 clusters Score -2.085328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -20853278.000000 Penalty: 5961.296387
	Iteration 29Q: 3 clusters Score -2.085328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
Score: -20853262.000000 Penalty: 5961.296387
	Iteration 30Q: 3 clusters Score -2.085326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -20853266.000000 Penalty: 5961.296387
	Iteration 31Q: 3 clusters Score -2.085327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -20853272.000000 Penalty: 5961.296387
	Iteration 32Q: 3 clusters Score -2.085327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -20853286.000000 Penalty: 5961.296387
	Iteration 33Q: 3 clusters Score -2.085329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -20853318.000000 Penalty: 5961.296387
	Iteration 34Q: 3 clusters Score -2.085332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -20853308.000000 Penalty: 5961.296387
	Iteration 35Q: 3 clusters Score -2.085331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -20853306.000000 Penalty: 5961.296387
	Iteration 36Q: 3 clusters Score -2.085331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -20853300.000000 Penalty: 5961.296387
	Iteration 37Q: 3 clusters Score -2.08533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -20853304.000000 Penalty: 5961.296387
	Iteration 38Q: 3 clusters Score -2.08533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -20853300.000000 Penalty: 5961.296387
	Iteration 39Q: 3 clusters Score -2.08533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -20853302.000000 Penalty: 5961.296387
	Iteration 40F: 3 clusters Score -2.08533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -20853304.000000 Penalty: 5961.296387
	Iteration 41Q: 3 clusters Score -2.08533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -20853304.000000 Penalty: 5961.296387
	Iteration 42F: 3 clusters Score -2.08533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58623.058594 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58623.06 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58846.222656 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58846.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58993.910156 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -58993.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59087.937500 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -59087.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59137.992188 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -59137.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59180.761719 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59180.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59244.839844 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59244.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59329.281250 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -59329.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59412.460938 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -59412.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59540.402344 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -59540.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59787.746094 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -59787.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60216.625000 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -60216.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60255.382812 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -60255.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60273.792969 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -60273.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60279.718750 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -60279.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60279.718750 Penalty: 3122.451904
	Iteration 15F: 3 clusters Score -60279.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 54792 members 
Mstep: Class 10 contains 205961 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13884 members 
Mstep: Class 14 contains 164613 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156972 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165834 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 169 members 
Entering Unmasked Estep 
Score: -105733416.000000 Penalty: 74535.210938
Splitting cluster 21 changes total score from -105735144.000000 to -105733416.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 54792 members 
Mstep: Class 10 contains 205961 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13884 members 
Mstep: Class 14 contains 164613 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156972 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165834 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735048.000000 Penalty: 71147.250000
Iteration 359Q: 22 clusters Score -1.05735e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 54799 members 
Mstep: Class 10 contains 205917 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13882 members 
Mstep: Class 14 contains 164609 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156964 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165827 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735184.000000 Penalty: 71147.250000
Iteration 360F: 22 clusters Score -1.057352e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44762 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9160 members 
Mstep: Class 9 contains 54801 members 
Mstep: Class 10 contains 205879 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13879 members 
Mstep: Class 14 contains 164585 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156964 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165831 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735152.000000 Penalty: 71147.250000
Iteration 361Q: 22 clusters Score -1.057352e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9182 members 
Mstep: Class 9 contains 54804 members 
Mstep: Class 10 contains 205843 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13877 members 
Mstep: Class 14 contains 164560 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156972 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21393 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165831 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735072.000000 Penalty: 71147.250000
Iteration 362Q: 22 clusters Score -1.057351e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44808 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9204 members 
Mstep: Class 9 contains 54817 members 
Mstep: Class 10 contains 205810 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13879 members 
Mstep: Class 14 contains 164526 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156971 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21391 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165841 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735088.000000 Penalty: 71147.250000
Iteration 363Q: 22 clusters Score -1.057351e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44826 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9221 members 
Mstep: Class 9 contains 54829 members 
Mstep: Class 10 contains 205768 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13878 members 
Mstep: Class 14 contains 164508 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156958 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21389 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165861 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735304.000000 Penalty: 71147.250000
Iteration 364Q: 22 clusters Score -1.057353e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44846 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 54830 members 
Mstep: Class 10 contains 205729 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 164506 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156944 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21381 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165882 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735272.000000 Penalty: 71147.250000
Iteration 365Q: 22 clusters Score -1.057353e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44858 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9247 members 
Mstep: Class 9 contains 54841 members 
Mstep: Class 10 contains 205687 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 164501 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156939 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21374 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165902 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735312.000000 Penalty: 71147.250000
Iteration 366Q: 22 clusters Score -1.057353e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 44875 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9257 members 
Mstep: Class 9 contains 54843 members 
Mstep: Class 10 contains 205663 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13870 members 
Mstep: Class 14 contains 164501 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156935 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21364 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165907 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735336.000000 Penalty: 71147.250000
Iteration 367Q: 22 clusters Score -1.057353e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44890 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9264 members 
Mstep: Class 9 contains 54846 members 
Mstep: Class 10 contains 205639 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13872 members 
Mstep: Class 14 contains 164506 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156933 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21355 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165898 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735464.000000 Penalty: 71147.250000
Iteration 368Q: 22 clusters Score -1.057355e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 44913 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9275 members 
Mstep: Class 9 contains 54843 members 
Mstep: Class 10 contains 205608 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 164484 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156960 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21347 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165890 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735392.000000 Penalty: 71147.250000
Iteration 369Q: 22 clusters Score -1.057354e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 44940 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9284 members 
Mstep: Class 9 contains 54845 members 
Mstep: Class 10 contains 205571 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13877 members 
Mstep: Class 14 contains 164473 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156973 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21346 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165868 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735336.000000 Penalty: 71147.250000
Iteration 370Q: 22 clusters Score -1.057353e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 44967 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9291 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 205526 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 164461 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156996 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21343 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165858 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735408.000000 Penalty: 71147.250000
Iteration 371Q: 22 clusters Score -1.057354e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 45000 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 54852 members 
Mstep: Class 10 contains 205460 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 164450 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157017 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21341 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165850 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735336.000000 Penalty: 71147.250000
Iteration 372Q: 22 clusters Score -1.057353e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 45026 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9313 members 
Mstep: Class 9 contains 54862 members 
Mstep: Class 10 contains 205389 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 164433 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157037 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21338 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165860 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735424.000000 Penalty: 71147.250000
Iteration 373Q: 22 clusters Score -1.057354e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 45038 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9331 members 
Mstep: Class 9 contains 54875 members 
Mstep: Class 10 contains 205330 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 164402 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157073 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21339 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165868 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735424.000000 Penalty: 71147.250000
Iteration 374Q: 22 clusters Score -1.057354e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 45050 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9346 members 
Mstep: Class 9 contains 54893 members 
Mstep: Class 10 contains 205282 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 164377 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157087 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21332 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165878 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735528.000000 Penalty: 71147.250000
Iteration 375Q: 22 clusters Score -1.057355e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 45071 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 54911 members 
Mstep: Class 10 contains 205209 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13870 members 
Mstep: Class 14 contains 164380 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157104 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21327 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165881 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735504.000000 Penalty: 71147.250000
Iteration 376Q: 22 clusters Score -1.057355e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 45086 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 54933 members 
Mstep: Class 10 contains 205150 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13869 members 
Mstep: Class 14 contains 164391 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157136 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21323 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165850 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735608.000000 Penalty: 71147.250000
Iteration 377Q: 22 clusters Score -1.057356e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 45107 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 54956 members 
Mstep: Class 10 contains 205088 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13866 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21321 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165810 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735464.000000 Penalty: 71147.250000
Iteration 378Q: 22 clusters Score -1.057355e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 45122 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9387 members 
Mstep: Class 9 contains 54979 members 
Mstep: Class 10 contains 205040 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13865 members 
Mstep: Class 14 contains 164403 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157187 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21321 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165774 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735240.000000 Penalty: 71147.250000
Iteration 379Q: 22 clusters Score -1.057352e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 45138 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9400 members 
Mstep: Class 9 contains 55009 members 
Mstep: Class 10 contains 204978 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13865 members 
Mstep: Class 14 contains 164395 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157202 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21320 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165762 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735224.000000 Penalty: 71147.250000
Iteration 380F: 22 clusters Score -1.057352e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 45154 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9411 members 
Mstep: Class 9 contains 55039 members 
Mstep: Class 10 contains 204905 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13864 members 
Mstep: Class 14 contains 164395 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157224 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21317 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165754 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735136.000000 Penalty: 71147.250000
Iteration 381Q: 22 clusters Score -1.057351e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 45159 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9422 members 
Mstep: Class 9 contains 55070 members 
Mstep: Class 10 contains 204834 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13860 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157238 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21315 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165752 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735264.000000 Penalty: 71147.250000
Iteration 382Q: 22 clusters Score -1.057353e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 45156 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9438 members 
Mstep: Class 9 contains 55111 members 
Mstep: Class 10 contains 204768 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13857 members 
Mstep: Class 14 contains 164408 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157243 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21315 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165749 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735208.000000 Penalty: 71147.250000
Iteration 383Q: 22 clusters Score -1.057352e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 45142 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 55157 members 
Mstep: Class 10 contains 204715 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13851 members 
Mstep: Class 14 contains 164421 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157256 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21311 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165733 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735048.000000 Penalty: 71147.250000
Iteration 384Q: 22 clusters Score -1.05735e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 45144 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9458 members 
Mstep: Class 9 contains 55192 members 
Mstep: Class 10 contains 204663 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13843 members 
Mstep: Class 14 contains 164445 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157270 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21307 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165711 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735144.000000 Penalty: 71147.250000
Iteration 385Q: 22 clusters Score -1.057351e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 45154 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9469 members 
Mstep: Class 9 contains 55219 members 
Mstep: Class 10 contains 204630 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13836 members 
Mstep: Class 14 contains 164474 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157252 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21307 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165693 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735176.000000 Penalty: 71147.250000
Iteration 386Q: 22 clusters Score -1.057352e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45174 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9482 members 
Mstep: Class 9 contains 55253 members 
Mstep: Class 10 contains 204570 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13829 members 
Mstep: Class 14 contains 164501 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157241 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21301 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165676 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735256.000000 Penalty: 71147.250000
Iteration 387Q: 22 clusters Score -1.057353e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45203 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9495 members 
Mstep: Class 9 contains 55275 members 
Mstep: Class 10 contains 204513 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13828 members 
Mstep: Class 14 contains 164506 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157224 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21297 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165680 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735352.000000 Penalty: 71147.250000
Iteration 388Q: 22 clusters Score -1.057354e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45225 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 55299 members 
Mstep: Class 10 contains 204446 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13823 members 
Mstep: Class 14 contains 164518 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157235 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21292 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165675 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735464.000000 Penalty: 71147.250000
Iteration 389Q: 22 clusters Score -1.057355e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45242 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 55323 members 
Mstep: Class 10 contains 204389 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13818 members 
Mstep: Class 14 contains 164534 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157231 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165680 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735448.000000 Penalty: 71147.250000
Iteration 390Q: 22 clusters Score -1.057354e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45263 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 55345 members 
Mstep: Class 10 contains 204344 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13816 members 
Mstep: Class 14 contains 164531 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157235 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21275 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165674 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735464.000000 Penalty: 71147.250000
Iteration 391Q: 22 clusters Score -1.057355e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45285 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9544 members 
Mstep: Class 9 contains 55374 members 
Mstep: Class 10 contains 204288 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 164515 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157250 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21265 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165671 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735576.000000 Penalty: 71147.250000
Iteration 392Q: 22 clusters Score -1.057356e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 45309 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9563 members 
Mstep: Class 9 contains 55397 members 
Mstep: Class 10 contains 204224 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 164494 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157257 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21256 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165694 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735552.000000 Penalty: 71147.250000
Iteration 393Q: 22 clusters Score -1.057356e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45338 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 55419 members 
Mstep: Class 10 contains 204173 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 164479 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157244 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21248 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165717 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735656.000000 Penalty: 71147.250000
Iteration 394Q: 22 clusters Score -1.057357e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 45370 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9594 members 
Mstep: Class 9 contains 55441 members 
Mstep: Class 10 contains 204108 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 164468 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157241 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21243 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165736 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735544.000000 Penalty: 71147.250000
Iteration 395Q: 22 clusters Score -1.057355e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45400 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9609 members 
Mstep: Class 9 contains 55465 members 
Mstep: Class 10 contains 204050 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 164441 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157241 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21238 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165760 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735576.000000 Penalty: 71147.250000
Iteration 396Q: 22 clusters Score -1.057356e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45448 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9624 members 
Mstep: Class 9 contains 55478 members 
Mstep: Class 10 contains 203968 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13788 members 
Mstep: Class 14 contains 164416 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157257 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21234 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165783 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735704.000000 Penalty: 71147.250000
Iteration 397Q: 22 clusters Score -1.057357e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45504 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9641 members 
Mstep: Class 9 contains 55493 members 
Mstep: Class 10 contains 203904 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13785 members 
Mstep: Class 14 contains 164394 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157262 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21233 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165777 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735680.000000 Penalty: 71147.250000
Iteration 398Q: 22 clusters Score -1.057357e+08 nChanged 309
Entering ConstructFrom: 
Score: -105735680.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -951819.812500 Penalty: 2212.455078
	Iteration 0F: 2 clusters Score -951819.8 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 3806 members 
Entering Unmasked Estep 
Score: -945773.875000 Penalty: 4424.910156
	Iteration 0F: 3 clusters Score -945773.9 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -947335.000000 Penalty: 4424.910156
	Iteration 1F: 3 clusters Score -947335 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -947575.812500 Penalty: 4424.910156
	Iteration 2F: 3 clusters Score -947575.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -947749.187500 Penalty: 4424.910156
	Iteration 3Q: 3 clusters Score -947749.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -947873.000000 Penalty: 4424.910156
	Iteration 4Q: 3 clusters Score -947873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -947963.500000 Penalty: 4424.910156
	Iteration 5Q: 3 clusters Score -947963.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -948028.312500 Penalty: 4424.910156
	Iteration 6Q: 3 clusters Score -948028.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -948086.687500 Penalty: 4424.910156
	Iteration 7Q: 3 clusters Score -948086.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -948147.250000 Penalty: 4424.910156
	Iteration 8Q: 3 clusters Score -948147.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -948208.125000 Penalty: 4424.910156
	Iteration 9Q: 3 clusters Score -948208.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -948268.750000 Penalty: 4424.910156
	Iteration 10Q: 3 clusters Score -948268.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -948331.062500 Penalty: 4424.910156
	Iteration 11Q: 3 clusters Score -948331.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -948418.625000 Penalty: 4424.910156
	Iteration 12Q: 3 clusters Score -948418.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -948525.375000 Penalty: 4424.910156
	Iteration 13Q: 3 clusters Score -948525.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -948638.875000 Penalty: 4424.910156
	Iteration 14Q: 3 clusters Score -948638.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -948726.187500 Penalty: 4424.910156
	Iteration 15Q: 3 clusters Score -948726.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -948797.125000 Penalty: 4424.910156
	Iteration 16Q: 3 clusters Score -948797.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -948889.687500 Penalty: 4424.910156
	Iteration 17Q: 3 clusters Score -948889.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -948974.437500 Penalty: 4424.910156
	Iteration 18Q: 3 clusters Score -948974.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -949069.437500 Penalty: 4424.910156
	Iteration 19Q: 3 clusters Score -949069.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -949157.437500 Penalty: 4424.910156
	Iteration 20F: 3 clusters Score -949157.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -949237.250000 Penalty: 4424.910156
	Iteration 21Q: 3 clusters Score -949237.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -949311.500000 Penalty: 4424.910156
	Iteration 22Q: 3 clusters Score -949311.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -949368.750000 Penalty: 4424.910156
	Iteration 23Q: 3 clusters Score -949368.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -949427.125000 Penalty: 4424.910156
	Iteration 24Q: 3 clusters Score -949427.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -949482.312500 Penalty: 4424.910156
	Iteration 25Q: 3 clusters Score -949482.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -949527.375000 Penalty: 4424.910156
	Iteration 26Q: 3 clusters Score -949527.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -949580.187500 Penalty: 4424.910156
	Iteration 27Q: 3 clusters Score -949580.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -949625.312500 Penalty: 4424.910156
	Iteration 28Q: 3 clusters Score -949625.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -949676.187500 Penalty: 4424.910156
	Iteration 29Q: 3 clusters Score -949676.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -949708.000000 Penalty: 4424.910156
	Iteration 30Q: 3 clusters Score -949708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -949746.875000 Penalty: 4424.910156
	Iteration 31Q: 3 clusters Score -949746.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -949771.000000 Penalty: 4424.910156
	Iteration 32Q: 3 clusters Score -949771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -949792.250000 Penalty: 4424.910156
	Iteration 33Q: 3 clusters Score -949792.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -949806.937500 Penalty: 4424.910156
	Iteration 34Q: 3 clusters Score -949806.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -949829.062500 Penalty: 4424.910156
	Iteration 35Q: 3 clusters Score -949829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -949841.875000 Penalty: 4424.910156
	Iteration 36Q: 3 clusters Score -949841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -949853.375000 Penalty: 4424.910156
	Iteration 37Q: 3 clusters Score -949853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -949858.312500 Penalty: 4424.910156
	Iteration 38Q: 3 clusters Score -949858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -949865.687500 Penalty: 4424.910156
	Iteration 39Q: 3 clusters Score -949865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -949874.750000 Penalty: 4424.910156
	Iteration 40F: 3 clusters Score -949874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -949880.250000 Penalty: 4424.910156
	Iteration 41Q: 3 clusters Score -949880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -949886.062500 Penalty: 4424.910156
	Iteration 42Q: 3 clusters Score -949886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -949888.500000 Penalty: 4424.910156
	Iteration 43Q: 3 clusters Score -949888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -949892.875000 Penalty: 4424.910156
	Iteration 44Q: 3 clusters Score -949892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -949897.125000 Penalty: 4424.910156
	Iteration 45Q: 3 clusters Score -949897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -949896.437500 Penalty: 4424.910156
	Iteration 46Q: 3 clusters Score -949896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -949895.875000 Penalty: 4424.910156
	Iteration 47Q: 3 clusters Score -949895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -949895.875000 Penalty: 4424.910156
	Iteration 48F: 3 clusters Score -949895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -381397.687500 Penalty: 2003.745361
	Iteration 0F: 2 clusters Score -381397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -377986.031250 Penalty: 4007.490723
	Iteration 0F: 3 clusters Score -377986 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -378701.281250 Penalty: 4007.490723
	Iteration 1F: 3 clusters Score -378701.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -378920.281250 Penalty: 4007.490723
	Iteration 2F: 3 clusters Score -378920.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -379083.937500 Penalty: 4007.490723
	Iteration 3F: 3 clusters Score -379083.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -379186.312500 Penalty: 4007.490723
	Iteration 4Q: 3 clusters Score -379186.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -379280.312500 Penalty: 4007.490723
	Iteration 5Q: 3 clusters Score -379280.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -379361.562500 Penalty: 4007.490723
	Iteration 6Q: 3 clusters Score -379361.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -379422.031250 Penalty: 4007.490723
	Iteration 7Q: 3 clusters Score -379422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -379477.593750 Penalty: 4007.490723
	Iteration 8Q: 3 clusters Score -379477.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -379538.031250 Penalty: 4007.490723
	Iteration 9Q: 3 clusters Score -379538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -379594.437500 Penalty: 4007.490723
	Iteration 10Q: 3 clusters Score -379594.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -379643.531250 Penalty: 4007.490723
	Iteration 11Q: 3 clusters Score -379643.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -379698.906250 Penalty: 4007.490723
	Iteration 12Q: 3 clusters Score -379698.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -379745.031250 Penalty: 4007.490723
	Iteration 13Q: 3 clusters Score -379745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -379775.968750 Penalty: 4007.490723
	Iteration 14Q: 3 clusters Score -379776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -379801.062500 Penalty: 4007.490723
	Iteration 15Q: 3 clusters Score -379801.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -379820.125000 Penalty: 4007.490723
	Iteration 16Q: 3 clusters Score -379820.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -379834.562500 Penalty: 4007.490723
	Iteration 17Q: 3 clusters Score -379834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -379843.187500 Penalty: 4007.490723
	Iteration 18Q: 3 clusters Score -379843.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -379852.250000 Penalty: 4007.490723
	Iteration 19Q: 3 clusters Score -379852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -379862.625000 Penalty: 4007.490723
	Iteration 20F: 3 clusters Score -379862.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -379869.593750 Penalty: 4007.490723
	Iteration 21Q: 3 clusters Score -379869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -379873.281250 Penalty: 4007.490723
	Iteration 22Q: 3 clusters Score -379873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -379875.875000 Penalty: 4007.490723
	Iteration 23Q: 3 clusters Score -379875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -379878.312500 Penalty: 4007.490723
	Iteration 24Q: 3 clusters Score -379878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -379877.968750 Penalty: 4007.490723
	Iteration 25Q: 3 clusters Score -379878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -379878.500000 Penalty: 4007.490723
	Iteration 26Q: 3 clusters Score -379878.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -379878.500000 Penalty: 4007.490723
	Iteration 27F: 3 clusters Score -379878.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -110481.304688 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -110481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108577.312500 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -108577.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108900.945312 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -108900.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109104.218750 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -109104.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109364.906250 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -109364.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109618.117188 Penalty: 3399.759766
	Iteration 4F: 3 clusters Score -109618.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -109995.703125 Penalty: 3399.759766
	Iteration 5F: 3 clusters Score -109995.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -110270.429688 Penalty: 3399.759766
	Iteration 6F: 3 clusters Score -110270.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110455.242188 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -110455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110578.625000 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -110578.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110655.656250 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -110655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110682.390625 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -110682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110694.562500 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -110694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110707.242188 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -110707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110708.968750 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -110709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110708.968750 Penalty: 3399.759766
	Iteration 14F: 3 clusters Score -110709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45561 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 55504 members 
Mstep: Class 10 contains 203861 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 164358 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157271 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165766 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
Score: -105734088.000000 Penalty: 74535.210938
Splitting cluster 3 changes total score from -105735680.000000 to -105734088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -217038.593750 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -217038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214547.484375 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -214547.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -214973.015625 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -214973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -215077.312500 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -215077.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215129.843750 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -215129.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -215164.968750 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -215165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215183.921875 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -215183.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215195.703125 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -215195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215207.015625 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -215207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215215.031250 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -215215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -215224.093750 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -215224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215230.437500 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -215230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -215233.234375 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -215233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -215237.609375 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -215237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -215241.859375 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -215241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -215247.000000 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -215247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -215259.359375 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -215259.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215267.281250 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -215267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215277.000000 Penalty: 3705.513672
	Iteration 17Q: 3 clusters Score -215277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215278.093750 Penalty: 3705.513672
	Iteration 18Q: 3 clusters Score -215278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215278.531250 Penalty: 3705.513672
	Iteration 19Q: 3 clusters Score -215278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215279.218750 Penalty: 3705.513672
	Iteration 20F: 3 clusters Score -215279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -215279.640625 Penalty: 3705.513672
	Iteration 21Q: 3 clusters Score -215279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -215279.640625 Penalty: 3705.513672
	Iteration 22F: 3 clusters Score -215279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Entering Unmasked Estep 
Score: -5690461.500000 Penalty: 2660.248291
	Iteration 0F: 2 clusters Score -5690462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5659584.000000 Penalty: 5320.496582
	Iteration 0F: 3 clusters Score -5659584 nChanged 20988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5671078.000000 Penalty: 5320.496582
	Iteration 1F: 3 clusters Score -5671078 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5671551.000000 Penalty: 5320.496582
	Iteration 2Q: 3 clusters Score -5671551 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5672004.000000 Penalty: 5320.496582
	Iteration 3Q: 3 clusters Score -5672004 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -5672457.000000 Penalty: 5320.496582
	Iteration 4Q: 3 clusters Score -5672457 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -5673133.500000 Penalty: 5320.496582
	Iteration 5Q: 3 clusters Score -5673134 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -5674227.000000 Penalty: 5320.496582
	Iteration 6Q: 3 clusters Score -5674227 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5675989.000000 Penalty: 5320.496582
	Iteration 7F: 3 clusters Score -5675989 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -5678639.000000 Penalty: 5320.496582
	Iteration 8F: 3 clusters Score -5678639 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5682022.000000 Penalty: 5320.496582
	Iteration 9F: 3 clusters Score -5682022 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5685025.000000 Penalty: 5320.496582
	Iteration 10F: 3 clusters Score -5685025 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5686818.500000 Penalty: 5320.496582
	Iteration 11Q: 3 clusters Score -5686818 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5687587.500000 Penalty: 5320.496582
	Iteration 12Q: 3 clusters Score -5687588 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5687862.000000 Penalty: 5320.496582
	Iteration 13Q: 3 clusters Score -5687862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5687983.000000 Penalty: 5320.496582
	Iteration 14Q: 3 clusters Score -5687983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5688041.500000 Penalty: 5320.496582
	Iteration 15Q: 3 clusters Score -5688042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5688058.000000 Penalty: 5320.496582
	Iteration 16Q: 3 clusters Score -5688058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5688074.500000 Penalty: 5320.496582
	Iteration 17Q: 3 clusters Score -5688074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5688090.500000 Penalty: 5320.496582
	Iteration 18Q: 3 clusters Score -5688090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5688093.500000 Penalty: 5320.496582
	Iteration 19Q: 3 clusters Score -5688094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5688094.500000 Penalty: 5320.496582
	Iteration 20F: 3 clusters Score -5688094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5688102.500000 Penalty: 5320.496582
	Iteration 21Q: 3 clusters Score -5688102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5688106.500000 Penalty: 5320.496582
	Iteration 22Q: 3 clusters Score -5688106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5688111.000000 Penalty: 5320.496582
	Iteration 23Q: 3 clusters Score -5688111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5688111.000000 Penalty: 5320.496582
	Iteration 24F: 3 clusters Score -5688111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -205061.828125 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -205061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -202702.296875 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -202702.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -203424.734375 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -203424.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203722.625000 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -203722.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203953.906250 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -203953.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -204147.765625 Penalty: 3709.172363
	Iteration 4F: 3 clusters Score -204147.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -204306.187500 Penalty: 3709.172363
	Iteration 5F: 3 clusters Score -204306.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -204420.015625 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -204420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -204496.468750 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -204496.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -204533.734375 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -204533.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -204555.265625 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -204555.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -204572.781250 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -204572.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -204603.687500 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -204603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -204619.812500 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -204619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -204634.796875 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -204634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -204636.125000 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -204636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -204637.875000 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -204637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -204640.453125 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -204640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -204640.453125 Penalty: 3709.172363
	Iteration 17F: 3 clusters Score -204640.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -154317.421875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -154317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152158.812500 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -152158.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152468.265625 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -152468.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152555.125000 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -152555.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152597.921875 Penalty: 3551.008789
	Iteration 3Q: 3 clusters Score -152597.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -152624.093750 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -152624.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152645.437500 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -152645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152664.546875 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -152664.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152679.562500 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -152679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152690.062500 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -152690.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152700.453125 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -152700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152704.156250 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -152704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152704.515625 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -152704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152704.515625 Penalty: 3551.008789
	Iteration 12F: 3 clusters Score -152704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -1219967.750000 Penalty: 2275.534424
	Iteration 0F: 2 clusters Score -1219968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1212533.500000 Penalty: 4551.068848
	Iteration 0F: 3 clusters Score -1212534 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1214655.000000 Penalty: 4551.068848
	Iteration 1F: 3 clusters Score -1214655 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1214922.875000 Penalty: 4551.068848
	Iteration 2F: 3 clusters Score -1214923 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1215092.500000 Penalty: 4551.068848
	Iteration 3Q: 3 clusters Score -1215092 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1215216.750000 Penalty: 4551.068848
	Iteration 4Q: 3 clusters Score -1215217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1215305.625000 Penalty: 4551.068848
	Iteration 5Q: 3 clusters Score -1215306 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1215402.250000 Penalty: 4551.068848
	Iteration 6Q: 3 clusters Score -1215402 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1215509.125000 Penalty: 4551.068848
	Iteration 7Q: 3 clusters Score -1215509 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1215649.375000 Penalty: 4551.068848
	Iteration 8Q: 3 clusters Score -1215649 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1215857.000000 Penalty: 4551.068848
	Iteration 9Q: 3 clusters Score -1215857 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1216183.375000 Penalty: 4551.068848
	Iteration 10Q: 3 clusters Score -1216183 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1216607.375000 Penalty: 4551.068848
	Iteration 11F: 3 clusters Score -1216607 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1217039.750000 Penalty: 4551.068848
	Iteration 12F: 3 clusters Score -1217040 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1217431.375000 Penalty: 4551.068848
	Iteration 13Q: 3 clusters Score -1217431 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1217756.125000 Penalty: 4551.068848
	Iteration 14Q: 3 clusters Score -1217756 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1218019.250000 Penalty: 4551.068848
	Iteration 15Q: 3 clusters Score -1218019 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1218196.625000 Penalty: 4551.068848
	Iteration 16Q: 3 clusters Score -1218197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1218321.625000 Penalty: 4551.068848
	Iteration 17Q: 3 clusters Score -1218322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1218393.625000 Penalty: 4551.068848
	Iteration 18Q: 3 clusters Score -1218394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1218443.000000 Penalty: 4551.068848
	Iteration 19Q: 3 clusters Score -1218443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1218469.000000 Penalty: 4551.068848
	Iteration 20F: 3 clusters Score -1218469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1218493.000000 Penalty: 4551.068848
	Iteration 21Q: 3 clusters Score -1218493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1218508.875000 Penalty: 4551.068848
	Iteration 22Q: 3 clusters Score -1218509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1218513.750000 Penalty: 4551.068848
	Iteration 23Q: 3 clusters Score -1218514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1218518.500000 Penalty: 4551.068848
	Iteration 24Q: 3 clusters Score -1218518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1218521.250000 Penalty: 4551.068848
	Iteration 25Q: 3 clusters Score -1218521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1218522.875000 Penalty: 4551.068848
	Iteration 26Q: 3 clusters Score -1218523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1218522.875000 Penalty: 4551.068848
	Iteration 27Q: 3 clusters Score -1218523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1218522.875000 Penalty: 4551.068848
	Iteration 28F: 3 clusters Score -1218523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Entering Unmasked Estep 
Score: -6735048.000000 Penalty: 2709.204102
	Iteration 0F: 2 clusters Score -6735048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -6697741.500000 Penalty: 5418.408203
	Iteration 0F: 3 clusters Score -6697742 nChanged 25670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6711836.500000 Penalty: 5418.408203
	Iteration 1F: 3 clusters Score -6711836 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6712282.000000 Penalty: 5418.408203
	Iteration 2Q: 3 clusters Score -6712282 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6712629.500000 Penalty: 5418.408203
	Iteration 3Q: 3 clusters Score -6712630 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -6712932.500000 Penalty: 5418.408203
	Iteration 4Q: 3 clusters Score -6712932 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6713220.000000 Penalty: 5418.408203
	Iteration 5Q: 3 clusters Score -6713220 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6713437.500000 Penalty: 5418.408203
	Iteration 6Q: 3 clusters Score -6713438 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6713698.000000 Penalty: 5418.408203
	Iteration 7Q: 3 clusters Score -6713698 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -6713923.500000 Penalty: 5418.408203
	Iteration 8Q: 3 clusters Score -6713924 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6714127.500000 Penalty: 5418.408203
	Iteration 9Q: 3 clusters Score -6714128 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -6714431.500000 Penalty: 5418.408203
	Iteration 10Q: 3 clusters Score -6714432 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6714759.500000 Penalty: 5418.408203
	Iteration 11Q: 3 clusters Score -6714760 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -6715239.500000 Penalty: 5418.408203
	Iteration 12Q: 3 clusters Score -6715240 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -6715895.000000 Penalty: 5418.408203
	Iteration 13Q: 3 clusters Score -6715895 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -6716823.500000 Penalty: 5418.408203
	Iteration 14Q: 3 clusters Score -6716824 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -6718015.500000 Penalty: 5418.408203
	Iteration 15Q: 3 clusters Score -6718016 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -6719471.500000 Penalty: 5418.408203
	Iteration 16Q: 3 clusters Score -6719472 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -6721097.000000 Penalty: 5418.408203
	Iteration 17Q: 3 clusters Score -6721097 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6722707.000000 Penalty: 5418.408203
	Iteration 18Q: 3 clusters Score -6722707 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6724028.000000 Penalty: 5418.408203
	Iteration 19Q: 3 clusters Score -6724028 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -6725092.000000 Penalty: 5418.408203
	Iteration 20F: 3 clusters Score -6725092 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -6725889.000000 Penalty: 5418.408203
	Iteration 21Q: 3 clusters Score -6725889 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -6726627.500000 Penalty: 5418.408203
	Iteration 22Q: 3 clusters Score -6726628 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -6727396.000000 Penalty: 5418.408203
	Iteration 23Q: 3 clusters Score -6727396 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -6728123.500000 Penalty: 5418.408203
	Iteration 24Q: 3 clusters Score -6728124 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6728880.000000 Penalty: 5418.408203
	Iteration 25Q: 3 clusters Score -6728880 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -6729638.000000 Penalty: 5418.408203
	Iteration 26Q: 3 clusters Score -6729638 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6730345.500000 Penalty: 5418.408203
	Iteration 27Q: 3 clusters Score -6730346 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6730878.500000 Penalty: 5418.408203
	Iteration 28Q: 3 clusters Score -6730878 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6731341.000000 Penalty: 5418.408203
	Iteration 29Q: 3 clusters Score -6731341 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6731660.500000 Penalty: 5418.408203
	Iteration 30Q: 3 clusters Score -6731660 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6731923.000000 Penalty: 5418.408203
	Iteration 31Q: 3 clusters Score -6731923 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6732104.000000 Penalty: 5418.408203
	Iteration 32Q: 3 clusters Score -6732104 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6732197.000000 Penalty: 5418.408203
	Iteration 33Q: 3 clusters Score -6732197 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6732301.500000 Penalty: 5418.408203
	Iteration 34Q: 3 clusters Score -6732302 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6732359.500000 Penalty: 5418.408203
	Iteration 35Q: 3 clusters Score -6732360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6732408.000000 Penalty: 5418.408203
	Iteration 36Q: 3 clusters Score -6732408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6732460.000000 Penalty: 5418.408203
	Iteration 37Q: 3 clusters Score -6732460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6732493.500000 Penalty: 5418.408203
	Iteration 38Q: 3 clusters Score -6732494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6732525.500000 Penalty: 5418.408203
	Iteration 39Q: 3 clusters Score -6732526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6732544.500000 Penalty: 5418.408203
	Iteration 40F: 3 clusters Score -6732544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6732547.000000 Penalty: 5418.408203
	Iteration 41Q: 3 clusters Score -6732547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6732553.500000 Penalty: 5418.408203
	Iteration 42Q: 3 clusters Score -6732554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6732556.000000 Penalty: 5418.408203
	Iteration 43Q: 3 clusters Score -6732556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6732571.000000 Penalty: 5418.408203
	Iteration 44Q: 3 clusters Score -6732571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6732595.000000 Penalty: 5418.408203
	Iteration 45Q: 3 clusters Score -6732595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6732588.000000 Penalty: 5418.408203
	Iteration 46Q: 3 clusters Score -6732588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6732603.000000 Penalty: 5418.408203
	Iteration 47Q: 3 clusters Score -6732603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6732615.000000 Penalty: 5418.408203
	Iteration 48Q: 3 clusters Score -6732615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6732616.500000 Penalty: 5418.408203
	Iteration 49Q: 3 clusters Score -6732616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6732634.000000 Penalty: 5418.408203
	Iteration 50Q: 3 clusters Score -6732634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6732643.500000 Penalty: 5418.408203
	Iteration 51Q: 3 clusters Score -6732644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6732657.500000 Penalty: 5418.408203
	Iteration 52Q: 3 clusters Score -6732658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6732661.500000 Penalty: 5418.408203
	Iteration 53Q: 3 clusters Score -6732662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6732662.000000 Penalty: 5418.408203
	Iteration 54Q: 3 clusters Score -6732662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6732664.500000 Penalty: 5418.408203
	Iteration 55Q: 3 clusters Score -6732664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6732664.500000 Penalty: 5418.408203
	Iteration 56Q: 3 clusters Score -6732664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6732663.000000 Penalty: 5418.408203
	Iteration 57Q: 3 clusters Score -6732663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6732663.000000 Penalty: 5418.408203
	Iteration 58F: 3 clusters Score -6732663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (203861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203861 members 
Entering Unmasked Estep 
Score: -25551084.000000 Penalty: 3031.848145
	Iteration 0F: 2 clusters Score -2.555108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -25425370.000000 Penalty: 6063.696289
	Iteration 0F: 3 clusters Score -2.542537e+07 nChanged 98347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -25482328.000000 Penalty: 6063.696289
	Iteration 1F: 3 clusters Score -2.548233e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -25483416.000000 Penalty: 6063.696289
	Iteration 2Q: 3 clusters Score -2.548342e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -25484878.000000 Penalty: 6063.696289
	Iteration 3Q: 3 clusters Score -2.548488e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -25487620.000000 Penalty: 6063.696289
	Iteration 4Q: 3 clusters Score -2.548762e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -25493388.000000 Penalty: 6063.696289
	Iteration 5F: 3 clusters Score -2.549339e+07 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -25504104.000000 Penalty: 6063.696289
	Iteration 6F: 3 clusters Score -2.55041e+07 nChanged 19863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -25520050.000000 Penalty: 6063.696289
	Iteration 7F: 3 clusters Score -2.552005e+07 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 186915 members 
Entering Unmasked Estep 
Score: -25534682.000000 Penalty: 6063.696289
	Iteration 8F: 3 clusters Score -2.553468e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 197995 members 
Entering Unmasked Estep 
Score: -25543462.000000 Penalty: 6063.696289
	Iteration 9F: 3 clusters Score -2.554346e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 202136 members 
Entering Unmasked Estep 
Score: -25546838.000000 Penalty: 6063.696289
	Iteration 10Q: 3 clusters Score -2.554684e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 203305 members 
Entering Unmasked Estep 
Score: -25547748.000000 Penalty: 6063.696289
	Iteration 11Q: 3 clusters Score -2.554775e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 203581 members 
Entering Unmasked Estep 
Score: -25548086.000000 Penalty: 6063.696289
	Iteration 12Q: 3 clusters Score -2.554809e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203641 members 
Entering Unmasked Estep 
Score: -25548222.000000 Penalty: 6063.696289
	Iteration 13Q: 3 clusters Score -2.554822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203665 members 
Entering Unmasked Estep 
Score: -25548290.000000 Penalty: 6063.696289
	Iteration 14Q: 3 clusters Score -2.554829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 203676 members 
Entering Unmasked Estep 
Score: -25548324.000000 Penalty: 6063.696289
	Iteration 15Q: 3 clusters Score -2.554832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203681 members 
Entering Unmasked Estep 
Score: -25548354.000000 Penalty: 6063.696289
	Iteration 16Q: 3 clusters Score -2.554835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203682 members 
Entering Unmasked Estep 
Score: -25548360.000000 Penalty: 6063.696289
	Iteration 17Q: 3 clusters Score -2.554836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203685 members 
Entering Unmasked Estep 
Score: -25548376.000000 Penalty: 6063.696289
	Iteration 18Q: 3 clusters Score -2.554838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203685 members 
Entering Unmasked Estep 
Score: -25548376.000000 Penalty: 6063.696289
	Iteration 19F: 3 clusters Score -2.554838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 261 members 
Entering Unmasked Estep 
Score: -64551.277344 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64551.28 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64723.816406 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64723.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64766.269531 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64766.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64783.582031 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64783.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64792.320312 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64792.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64804.097656 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64809.507812 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64809.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64811.890625 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64811.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64813.000000 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -64813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64813.000000 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -64813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104359.359375 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104359.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104827.812500 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104827.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105060.843750 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105060.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -105191.875000 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105191.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105337.468750 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -105337.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105479.000000 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -105479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105571.781250 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -105571.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105644.093750 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -105644.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105717.679688 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -105717.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105817.054688 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -105817.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105894.242188 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -105894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105968.648438 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -105968.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106029.132812 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -106029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106075.640625 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -106075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106101.375000 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -106101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -106141.031250 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -106141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106199.773438 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -106199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106282.429688 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -106282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106306.234375 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -106306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106306.234375 Penalty: 3421.762451
	Iteration 19F: 3 clusters Score -106306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45561 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 55504 members 
Mstep: Class 10 contains 203861 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 164358 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157271 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165766 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 650 members 
Entering Unmasked Estep 
Score: -105733896.000000 Penalty: 74535.210938
Splitting cluster 12 changes total score from -105735680.000000 to -105733896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (13780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Entering Unmasked Estep 
Score: -1749028.375000 Penalty: 2363.681396
	Iteration 0F: 2 clusters Score -1749028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1738932.875000 Penalty: 4727.362793
	Iteration 0F: 3 clusters Score -1738933 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1741969.625000 Penalty: 4727.362793
	Iteration 1F: 3 clusters Score -1741970 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1742302.500000 Penalty: 4727.362793
	Iteration 2F: 3 clusters Score -1742302 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1742537.750000 Penalty: 4727.362793
	Iteration 3Q: 3 clusters Score -1742538 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1742760.500000 Penalty: 4727.362793
	Iteration 4Q: 3 clusters Score -1742760 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1742992.125000 Penalty: 4727.362793
	Iteration 5Q: 3 clusters Score -1742992 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1743269.625000 Penalty: 4727.362793
	Iteration 6Q: 3 clusters Score -1743270 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1743609.875000 Penalty: 4727.362793
	Iteration 7Q: 3 clusters Score -1743610 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1744058.375000 Penalty: 4727.362793
	Iteration 8F: 3 clusters Score -1744058 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1744570.875000 Penalty: 4727.362793
	Iteration 9F: 3 clusters Score -1744571 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1745124.000000 Penalty: 4727.362793
	Iteration 10F: 3 clusters Score -1745124 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1745712.250000 Penalty: 4727.362793
	Iteration 11F: 3 clusters Score -1745712 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1746175.875000 Penalty: 4727.362793
	Iteration 12Q: 3 clusters Score -1746176 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1746477.625000 Penalty: 4727.362793
	Iteration 13Q: 3 clusters Score -1746478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1746655.250000 Penalty: 4727.362793
	Iteration 14Q: 3 clusters Score -1746655 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1746764.500000 Penalty: 4727.362793
	Iteration 15Q: 3 clusters Score -1746764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1746828.125000 Penalty: 4727.362793
	Iteration 16Q: 3 clusters Score -1746828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1746865.625000 Penalty: 4727.362793
	Iteration 17Q: 3 clusters Score -1746866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1746897.750000 Penalty: 4727.362793
	Iteration 18Q: 3 clusters Score -1746898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1746923.000000 Penalty: 4727.362793
	Iteration 19Q: 3 clusters Score -1746923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1746945.750000 Penalty: 4727.362793
	Iteration 20F: 3 clusters Score -1746946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1746958.125000 Penalty: 4727.362793
	Iteration 21Q: 3 clusters Score -1746958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1746968.000000 Penalty: 4727.362793
	Iteration 22Q: 3 clusters Score -1746968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1746978.000000 Penalty: 4727.362793
	Iteration 23Q: 3 clusters Score -1746978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1746985.875000 Penalty: 4727.362793
	Iteration 24Q: 3 clusters Score -1746986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1746995.750000 Penalty: 4727.362793
	Iteration 25Q: 3 clusters Score -1746996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1746998.125000 Penalty: 4727.362793
	Iteration 26Q: 3 clusters Score -1746998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1747001.625000 Penalty: 4727.362793
	Iteration 27Q: 3 clusters Score -1747002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1747004.000000 Penalty: 4727.362793
	Iteration 28Q: 3 clusters Score -1747004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1747007.250000 Penalty: 4727.362793
	Iteration 29Q: 3 clusters Score -1747007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1747007.250000 Penalty: 4727.362793
	Iteration 30F: 3 clusters Score -1747007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Entering Unmasked Estep 
Score: -20669948.000000 Penalty: 2978.430908
	Iteration 0F: 2 clusters Score -2.066995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -20564972.000000 Penalty: 5956.861816
	Iteration 0F: 3 clusters Score -2.056497e+07 nChanged 78840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -20609908.000000 Penalty: 5956.861816
	Iteration 1F: 3 clusters Score -2.060991e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -20611004.000000 Penalty: 5956.861816
	Iteration 2Q: 3 clusters Score -2.0611e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -20612222.000000 Penalty: 5956.861816
	Iteration 3Q: 3 clusters Score -2.061222e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -20613864.000000 Penalty: 5956.861816
	Iteration 4Q: 3 clusters Score -2.061386e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -20616206.000000 Penalty: 5956.861816
	Iteration 5Q: 3 clusters Score -2.061621e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -20620476.000000 Penalty: 5956.861816
	Iteration 6F: 3 clusters Score -2.062048e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -20628222.000000 Penalty: 5956.861816
	Iteration 7F: 3 clusters Score -2.062822e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -20639110.000000 Penalty: 5956.861816
	Iteration 8F: 3 clusters Score -2.063911e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -20650700.000000 Penalty: 5956.861816
	Iteration 9F: 3 clusters Score -2.06507e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150289 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -20659784.000000 Penalty: 5956.861816
	Iteration 10F: 3 clusters Score -2.065978e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156527 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -20664158.000000 Penalty: 5956.861816
	Iteration 11Q: 3 clusters Score -2.066416e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -20665968.000000 Penalty: 5956.861816
	Iteration 12Q: 3 clusters Score -2.066597e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -20666804.000000 Penalty: 5956.861816
	Iteration 13Q: 3 clusters Score -2.06668e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -20667112.000000 Penalty: 5956.861816
	Iteration 14Q: 3 clusters Score -2.066711e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20667354.000000 Penalty: 5956.861816
	Iteration 15Q: 3 clusters Score -2.066735e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20667408.000000 Penalty: 5956.861816
	Iteration 16Q: 3 clusters Score -2.066741e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20667534.000000 Penalty: 5956.861816
	Iteration 17Q: 3 clusters Score -2.066753e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -20667600.000000 Penalty: 5956.861816
	Iteration 18Q: 3 clusters Score -2.06676e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20667646.000000 Penalty: 5956.861816
	Iteration 19Q: 3 clusters Score -2.066765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20667686.000000 Penalty: 5956.861816
	Iteration 20F: 3 clusters Score -2.066769e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20667684.000000 Penalty: 5956.861816
	Iteration 21Q: 3 clusters Score -2.066768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20667666.000000 Penalty: 5956.861816
	Iteration 22Q: 3 clusters Score -2.066767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20667682.000000 Penalty: 5956.861816
	Iteration 23Q: 3 clusters Score -2.066768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20667690.000000 Penalty: 5956.861816
	Iteration 24Q: 3 clusters Score -2.066769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20667692.000000 Penalty: 5956.861816
	Iteration 25Q: 3 clusters Score -2.066769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20667718.000000 Penalty: 5956.861816
	Iteration 26Q: 3 clusters Score -2.066772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -20667716.000000 Penalty: 5956.861816
	Iteration 27Q: 3 clusters Score -2.066772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20667712.000000 Penalty: 5956.861816
	Iteration 28Q: 3 clusters Score -2.066771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20667712.000000 Penalty: 5956.861816
	Iteration 29F: 3 clusters Score -2.066771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29280.591797 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29280.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29706.681641 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29706.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29954.974609 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29954.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30334.769531 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -30334.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30840.523438 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -30840.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31238.982422 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -31238.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31485.951172 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -31485.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31485.951172 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -31485.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45561 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 55504 members 
Mstep: Class 10 contains 203861 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 164358 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 157271 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165766 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 147 members 
Entering Unmasked Estep 
Score: -105734688.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105735680.000000 to -105734688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (157271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Entering Unmasked Estep 
Score: -19862766.000000 Penalty: 2967.500000
	Iteration 0F: 2 clusters Score -1.986277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -19760308.000000 Penalty: 5935.000000
	Iteration 0F: 3 clusters Score -1.976031e+07 nChanged 75152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -19804458.000000 Penalty: 5935.000000
	Iteration 1F: 3 clusters Score -1.980446e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -19805634.000000 Penalty: 5935.000000
	Iteration 2Q: 3 clusters Score -1.980563e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -19807028.000000 Penalty: 5935.000000
	Iteration 3Q: 3 clusters Score -1.980703e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -19808838.000000 Penalty: 5935.000000
	Iteration 4Q: 3 clusters Score -1.980884e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -19811036.000000 Penalty: 5935.000000
	Iteration 5Q: 3 clusters Score -1.981104e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -19813974.000000 Penalty: 5935.000000
	Iteration 6Q: 3 clusters Score -1.981397e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -19818766.000000 Penalty: 5935.000000
	Iteration 7F: 3 clusters Score -1.981877e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -19825220.000000 Penalty: 5935.000000
	Iteration 8F: 3 clusters Score -1.982522e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -19833072.000000 Penalty: 5935.000000
	Iteration 9F: 3 clusters Score -1.983307e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -19839400.000000 Penalty: 5935.000000
	Iteration 10F: 3 clusters Score -1.98394e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -19842158.000000 Penalty: 5935.000000
	Iteration 11Q: 3 clusters Score -1.984216e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -19843302.000000 Penalty: 5935.000000
	Iteration 12Q: 3 clusters Score -1.98433e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -19843724.000000 Penalty: 5935.000000
	Iteration 13Q: 3 clusters Score -1.984372e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -19844002.000000 Penalty: 5935.000000
	Iteration 14Q: 3 clusters Score -1.9844e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -19844248.000000 Penalty: 5935.000000
	Iteration 15Q: 3 clusters Score -1.984425e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -19844454.000000 Penalty: 5935.000000
	Iteration 16Q: 3 clusters Score -1.984445e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -19844708.000000 Penalty: 5935.000000
	Iteration 17Q: 3 clusters Score -1.984471e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -19844912.000000 Penalty: 5935.000000
	Iteration 18Q: 3 clusters Score -1.984491e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -19845054.000000 Penalty: 5935.000000
	Iteration 19Q: 3 clusters Score -1.984505e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -19845108.000000 Penalty: 5935.000000
	Iteration 20F: 3 clusters Score -1.984511e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -19845132.000000 Penalty: 5935.000000
	Iteration 21Q: 3 clusters Score -1.984513e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -19845226.000000 Penalty: 5935.000000
	Iteration 22Q: 3 clusters Score -1.984523e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -19845220.000000 Penalty: 5935.000000
	Iteration 23Q: 3 clusters Score -1.984522e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -19845250.000000 Penalty: 5935.000000
	Iteration 24Q: 3 clusters Score -1.984525e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -19845296.000000 Penalty: 5935.000000
	Iteration 25Q: 3 clusters Score -1.98453e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -19845394.000000 Penalty: 5935.000000
	Iteration 26Q: 3 clusters Score -1.984539e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -19845434.000000 Penalty: 5935.000000
	Iteration 27Q: 3 clusters Score -1.984543e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -19845500.000000 Penalty: 5935.000000
	Iteration 28Q: 3 clusters Score -1.98455e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -19845612.000000 Penalty: 5935.000000
	Iteration 29Q: 3 clusters Score -1.984561e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -19845656.000000 Penalty: 5935.000000
	Iteration 30Q: 3 clusters Score -1.984566e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -19845744.000000 Penalty: 5935.000000
	Iteration 31Q: 3 clusters Score -1.984574e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -19845778.000000 Penalty: 5935.000000
	Iteration 32Q: 3 clusters Score -1.984578e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -19845794.000000 Penalty: 5935.000000
	Iteration 33Q: 3 clusters Score -1.984579e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -19845792.000000 Penalty: 5935.000000
	Iteration 34Q: 3 clusters Score -1.984579e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -19845872.000000 Penalty: 5935.000000
	Iteration 35Q: 3 clusters Score -1.984587e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -19845890.000000 Penalty: 5935.000000
	Iteration 36Q: 3 clusters Score -1.984589e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -19845924.000000 Penalty: 5935.000000
	Iteration 37Q: 3 clusters Score -1.984592e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -19845974.000000 Penalty: 5935.000000
	Iteration 38Q: 3 clusters Score -1.984597e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -19846082.000000 Penalty: 5935.000000
	Iteration 39Q: 3 clusters Score -1.984608e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -19846172.000000 Penalty: 5935.000000
	Iteration 40F: 3 clusters Score -1.984617e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -19846198.000000 Penalty: 5935.000000
	Iteration 41Q: 3 clusters Score -1.98462e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -19846292.000000 Penalty: 5935.000000
	Iteration 42Q: 3 clusters Score -1.984629e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -19846528.000000 Penalty: 5935.000000
	Iteration 43Q: 3 clusters Score -1.984653e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -19846592.000000 Penalty: 5935.000000
	Iteration 44Q: 3 clusters Score -1.984659e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -19846676.000000 Penalty: 5935.000000
	Iteration 45Q: 3 clusters Score -1.984668e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -19846652.000000 Penalty: 5935.000000
	Iteration 46Q: 3 clusters Score -1.984665e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -19846782.000000 Penalty: 5935.000000
	Iteration 47Q: 3 clusters Score -1.984678e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -19846952.000000 Penalty: 5935.000000
	Iteration 48Q: 3 clusters Score -1.984695e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -19847092.000000 Penalty: 5935.000000
	Iteration 49Q: 3 clusters Score -1.984709e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -19847244.000000 Penalty: 5935.000000
	Iteration 50Q: 3 clusters Score -1.984724e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -19847422.000000 Penalty: 5935.000000
	Iteration 51Q: 3 clusters Score -1.984742e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -19847548.000000 Penalty: 5935.000000
	Iteration 52Q: 3 clusters Score -1.984755e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -19847696.000000 Penalty: 5935.000000
	Iteration 53Q: 3 clusters Score -1.98477e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -19847738.000000 Penalty: 5935.000000
	Iteration 54Q: 3 clusters Score -1.984774e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -19847886.000000 Penalty: 5935.000000
	Iteration 55Q: 3 clusters Score -1.984789e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -19848136.000000 Penalty: 5935.000000
	Iteration 56Q: 3 clusters Score -1.984814e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113946 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -19848308.000000 Penalty: 5935.000000
	Iteration 57Q: 3 clusters Score -1.984831e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -19848602.000000 Penalty: 5935.000000
	Iteration 58Q: 3 clusters Score -1.98486e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -19848802.000000 Penalty: 5935.000000
	Iteration 59Q: 3 clusters Score -1.98488e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -19848990.000000 Penalty: 5935.000000
	Iteration 60F: 3 clusters Score -1.984899e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119157 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -19849260.000000 Penalty: 5935.000000
	Iteration 61Q: 3 clusters Score -1.984926e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120512 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -19849540.000000 Penalty: 5935.000000
	Iteration 62Q: 3 clusters Score -1.984954e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -19849712.000000 Penalty: 5935.000000
	Iteration 63Q: 3 clusters Score -1.984971e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123330 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -19850012.000000 Penalty: 5935.000000
	Iteration 64Q: 3 clusters Score -1.985001e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -19850280.000000 Penalty: 5935.000000
	Iteration 65Q: 3 clusters Score -1.985028e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -19850570.000000 Penalty: 5935.000000
	Iteration 66Q: 3 clusters Score -1.985057e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127905 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -19851030.000000 Penalty: 5935.000000
	Iteration 67Q: 3 clusters Score -1.985103e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129566 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -19851530.000000 Penalty: 5935.000000
	Iteration 68Q: 3 clusters Score -1.985153e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -19851944.000000 Penalty: 5935.000000
	Iteration 69Q: 3 clusters Score -1.985194e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -19852432.000000 Penalty: 5935.000000
	Iteration 70Q: 3 clusters Score -1.985243e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134713 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -19853108.000000 Penalty: 5935.000000
	Iteration 71Q: 3 clusters Score -1.985311e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136472 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -19853620.000000 Penalty: 5935.000000
	Iteration 72Q: 3 clusters Score -1.985362e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138211 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -19854190.000000 Penalty: 5935.000000
	Iteration 73Q: 3 clusters Score -1.985419e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -19854718.000000 Penalty: 5935.000000
	Iteration 74Q: 3 clusters Score -1.985472e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -19855422.000000 Penalty: 5935.000000
	Iteration 75Q: 3 clusters Score -1.985542e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143389 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -19856088.000000 Penalty: 5935.000000
	Iteration 76Q: 3 clusters Score -1.985609e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145056 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -19856794.000000 Penalty: 5935.000000
	Iteration 77Q: 3 clusters Score -1.985679e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -19857370.000000 Penalty: 5935.000000
	Iteration 78Q: 3 clusters Score -1.985737e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -19857960.000000 Penalty: 5935.000000
	Iteration 79Q: 3 clusters Score -1.985796e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -19858386.000000 Penalty: 5935.000000
	Iteration 80F: 3 clusters Score -1.985839e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150874 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -19858860.000000 Penalty: 5935.000000
	Iteration 81Q: 3 clusters Score -1.985886e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152019 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -19859150.000000 Penalty: 5935.000000
	Iteration 82Q: 3 clusters Score -1.985915e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -19859566.000000 Penalty: 5935.000000
	Iteration 83Q: 3 clusters Score -1.985957e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153805 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -19859858.000000 Penalty: 5935.000000
	Iteration 84Q: 3 clusters Score -1.985986e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -19860002.000000 Penalty: 5935.000000
	Iteration 85Q: 3 clusters Score -1.986e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19860094.000000 Penalty: 5935.000000
	Iteration 86Q: 3 clusters Score -1.986009e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19860172.000000 Penalty: 5935.000000
	Iteration 87Q: 3 clusters Score -1.986017e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19860208.000000 Penalty: 5935.000000
	Iteration 88Q: 3 clusters Score -1.986021e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155715 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -19860296.000000 Penalty: 5935.000000
	Iteration 89Q: 3 clusters Score -1.98603e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19860334.000000 Penalty: 5935.000000
	Iteration 90Q: 3 clusters Score -1.986033e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19860358.000000 Penalty: 5935.000000
	Iteration 91Q: 3 clusters Score -1.986036e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19860428.000000 Penalty: 5935.000000
	Iteration 92Q: 3 clusters Score -1.986043e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19860434.000000 Penalty: 5935.000000
	Iteration 93Q: 3 clusters Score -1.986043e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19860464.000000 Penalty: 5935.000000
	Iteration 94Q: 3 clusters Score -1.986046e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -19860480.000000 Penalty: 5935.000000
	Iteration 95Q: 3 clusters Score -1.986048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19860472.000000 Penalty: 5935.000000
	Iteration 96Q: 3 clusters Score -1.986047e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19860474.000000 Penalty: 5935.000000
	Iteration 97Q: 3 clusters Score -1.986047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -19860448.000000 Penalty: 5935.000000
	Iteration 98Q: 3 clusters Score -1.986045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19860462.000000 Penalty: 5935.000000
	Iteration 99Q: 3 clusters Score -1.986046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19860462.000000 Penalty: 5935.000000
	Iteration 100F: 3 clusters Score -1.986046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19860482.000000 Penalty: 5935.000000
	Iteration 101Q: 3 clusters Score -1.986048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19860484.000000 Penalty: 5935.000000
	Iteration 102Q: 3 clusters Score -1.986048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19860510.000000 Penalty: 5935.000000
	Iteration 103Q: 3 clusters Score -1.986051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19860526.000000 Penalty: 5935.000000
	Iteration 104Q: 3 clusters Score -1.986053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156451 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19860530.000000 Penalty: 5935.000000
	Iteration 105Q: 3 clusters Score -1.986053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19860532.000000 Penalty: 5935.000000
	Iteration 106Q: 3 clusters Score -1.986053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19860544.000000 Penalty: 5935.000000
	Iteration 107Q: 3 clusters Score -1.986054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -19860532.000000 Penalty: 5935.000000
	Iteration 108Q: 3 clusters Score -1.986053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19860522.000000 Penalty: 5935.000000
	Iteration 109Q: 3 clusters Score -1.986052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -19860532.000000 Penalty: 5935.000000
	Iteration 110Q: 3 clusters Score -1.986053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19860518.000000 Penalty: 5935.000000
	Iteration 111Q: 3 clusters Score -1.986052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19860524.000000 Penalty: 5935.000000
	Iteration 112Q: 3 clusters Score -1.986052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19860538.000000 Penalty: 5935.000000
	Iteration 113Q: 3 clusters Score -1.986054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -19860530.000000 Penalty: 5935.000000
	Iteration 114Q: 3 clusters Score -1.986053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156500 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19860524.000000 Penalty: 5935.000000
	Iteration 115Q: 3 clusters Score -1.986052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156501 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19860530.000000 Penalty: 5935.000000
	Iteration 116Q: 3 clusters Score -1.986053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156501 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19860530.000000 Penalty: 5935.000000
	Iteration 117F: 3 clusters Score -1.986053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 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 372 members 
Entering Unmasked Estep 
Score: -82508.617188 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82508.62 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82794.578125 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82794.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82962.375000 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -82962.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83118.445312 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -83118.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83220.195312 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -83220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83294.187500 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83294.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83344.226562 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83344.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83359.632812 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83359.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83368.859375 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83368.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83375.765625 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83375.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83387.921875 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83387.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83387.921875 Penalty: 3288.819092
	Iteration 11F: 3 clusters Score -83387.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Entering Unmasked Estep 
Score: -2707205.750000 Penalty: 2470.819580
	Iteration 0F: 2 clusters Score -2707206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2692251.500000 Penalty: 4941.639160
	Iteration 0F: 3 clusters Score -2692252 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2697296.750000 Penalty: 4941.639160
	Iteration 1F: 3 clusters Score -2697297 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2697676.500000 Penalty: 4941.639160
	Iteration 2F: 3 clusters Score -2697676 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2698005.250000 Penalty: 4941.639160
	Iteration 3Q: 3 clusters Score -2698005 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2698324.750000 Penalty: 4941.639160
	Iteration 4Q: 3 clusters Score -2698325 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2698660.500000 Penalty: 4941.639160
	Iteration 5Q: 3 clusters Score -2698660 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2699132.250000 Penalty: 4941.639160
	Iteration 6Q: 3 clusters Score -2699132 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2699773.750000 Penalty: 4941.639160
	Iteration 7Q: 3 clusters Score -2699774 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2700696.250000 Penalty: 4941.639160
	Iteration 8F: 3 clusters Score -2700696 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2701723.250000 Penalty: 4941.639160
	Iteration 9F: 3 clusters Score -2701723 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2702704.250000 Penalty: 4941.639160
	Iteration 10F: 3 clusters Score -2702704 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2703517.000000 Penalty: 4941.639160
	Iteration 11Q: 3 clusters Score -2703517 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2704125.750000 Penalty: 4941.639160
	Iteration 12Q: 3 clusters Score -2704126 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2704502.500000 Penalty: 4941.639160
	Iteration 13Q: 3 clusters Score -2704502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2704719.500000 Penalty: 4941.639160
	Iteration 14Q: 3 clusters Score -2704720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2704827.750000 Penalty: 4941.639160
	Iteration 15Q: 3 clusters Score -2704828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2704878.500000 Penalty: 4941.639160
	Iteration 16Q: 3 clusters Score -2704878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2704924.000000 Penalty: 4941.639160
	Iteration 17Q: 3 clusters Score -2704924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2704957.750000 Penalty: 4941.639160
	Iteration 18Q: 3 clusters Score -2704958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2704964.500000 Penalty: 4941.639160
	Iteration 19Q: 3 clusters Score -2704964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2704977.750000 Penalty: 4941.639160
	Iteration 20F: 3 clusters Score -2704978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2704993.250000 Penalty: 4941.639160
	Iteration 21Q: 3 clusters Score -2704993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2704997.000000 Penalty: 4941.639160
	Iteration 22Q: 3 clusters Score -2704997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2705001.500000 Penalty: 4941.639160
	Iteration 23Q: 3 clusters Score -2705002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2705009.750000 Penalty: 4941.639160
	Iteration 24Q: 3 clusters Score -2705010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2705020.750000 Penalty: 4941.639160
	Iteration 25Q: 3 clusters Score -2705021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2705035.250000 Penalty: 4941.639160
	Iteration 26Q: 3 clusters Score -2705035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2705043.000000 Penalty: 4941.639160
	Iteration 27Q: 3 clusters Score -2705043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2705054.250000 Penalty: 4941.639160
	Iteration 28Q: 3 clusters Score -2705054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2705064.000000 Penalty: 4941.639160
	Iteration 29Q: 3 clusters Score -2705064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2705073.000000 Penalty: 4941.639160
	Iteration 30Q: 3 clusters Score -2705073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2705077.500000 Penalty: 4941.639160
	Iteration 31Q: 3 clusters Score -2705078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2705078.000000 Penalty: 4941.639160
	Iteration 32Q: 3 clusters Score -2705078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2705082.250000 Penalty: 4941.639160
	Iteration 33Q: 3 clusters Score -2705082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2705082.250000 Penalty: 4941.639160
	Iteration 34F: 3 clusters Score -2705082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29391.474609 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29391.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29588.337891 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29588.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29728.332031 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -29728.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29833.404297 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29833.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29977.535156 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29977.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30084.224609 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -30084.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30175.007812 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -30175.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30194.470703 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -30194.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30194.470703 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -30194.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165766 members 
Entering Unmasked Estep 
Score: -20847616.000000 Penalty: 2980.546387
	Iteration 0F: 2 clusters Score -2.084762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -20739896.000000 Penalty: 5961.092773
	Iteration 0F: 3 clusters Score -2.07399e+07 nChanged 79372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -20786450.000000 Penalty: 5961.092773
	Iteration 1F: 3 clusters Score -2.078645e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -20787808.000000 Penalty: 5961.092773
	Iteration 2Q: 3 clusters Score -2.078781e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -20789446.000000 Penalty: 5961.092773
	Iteration 3Q: 3 clusters Score -2.078945e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -20792022.000000 Penalty: 5961.092773
	Iteration 4Q: 3 clusters Score -2.079202e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -20796216.000000 Penalty: 5961.092773
	Iteration 5F: 3 clusters Score -2.079622e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -20802354.000000 Penalty: 5961.092773
	Iteration 6F: 3 clusters Score -2.080235e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -20810918.000000 Penalty: 5961.092773
	Iteration 7F: 3 clusters Score -2.081092e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -20820868.000000 Penalty: 5961.092773
	Iteration 8F: 3 clusters Score -2.082087e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123311 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -20829664.000000 Penalty: 5961.092773
	Iteration 9F: 3 clusters Score -2.082966e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -20834296.000000 Penalty: 5961.092773
	Iteration 10Q: 3 clusters Score -2.08343e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129989 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -20836584.000000 Penalty: 5961.092773
	Iteration 11Q: 3 clusters Score -2.083658e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132339 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -20837896.000000 Penalty: 5961.092773
	Iteration 12Q: 3 clusters Score -2.08379e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -20839004.000000 Penalty: 5961.092773
	Iteration 13Q: 3 clusters Score -2.0839e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -20839838.000000 Penalty: 5961.092773
	Iteration 14Q: 3 clusters Score -2.083984e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138447 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -20840504.000000 Penalty: 5961.092773
	Iteration 15Q: 3 clusters Score -2.08405e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -20841276.000000 Penalty: 5961.092773
	Iteration 16Q: 3 clusters Score -2.084128e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -20841830.000000 Penalty: 5961.092773
	Iteration 17Q: 3 clusters Score -2.084183e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -20842322.000000 Penalty: 5961.092773
	Iteration 18Q: 3 clusters Score -2.084232e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144958 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -20842770.000000 Penalty: 5961.092773
	Iteration 19Q: 3 clusters Score -2.084277e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -20843254.000000 Penalty: 5961.092773
	Iteration 20F: 3 clusters Score -2.084325e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -20843638.000000 Penalty: 5961.092773
	Iteration 21Q: 3 clusters Score -2.084364e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149108 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -20843874.000000 Penalty: 5961.092773
	Iteration 22Q: 3 clusters Score -2.084387e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150361 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -20844118.000000 Penalty: 5961.092773
	Iteration 23Q: 3 clusters Score -2.084412e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151505 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -20844230.000000 Penalty: 5961.092773
	Iteration 24Q: 3 clusters Score -2.084423e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -20844468.000000 Penalty: 5961.092773
	Iteration 25Q: 3 clusters Score -2.084447e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -20844640.000000 Penalty: 5961.092773
	Iteration 26Q: 3 clusters Score -2.084464e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -20844774.000000 Penalty: 5961.092773
	Iteration 27Q: 3 clusters Score -2.084477e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -20844816.000000 Penalty: 5961.092773
	Iteration 28Q: 3 clusters Score -2.084482e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -20844918.000000 Penalty: 5961.092773
	Iteration 29Q: 3 clusters Score -2.084492e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -20845062.000000 Penalty: 5961.092773
	Iteration 30Q: 3 clusters Score -2.084506e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -20845216.000000 Penalty: 5961.092773
	Iteration 31Q: 3 clusters Score -2.084522e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -20845296.000000 Penalty: 5961.092773
	Iteration 32Q: 3 clusters Score -2.08453e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159032 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -20845438.000000 Penalty: 5961.092773
	Iteration 33Q: 3 clusters Score -2.084544e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159512 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -20845418.000000 Penalty: 5961.092773
	Iteration 34Q: 3 clusters Score -2.084542e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -20845440.000000 Penalty: 5961.092773
	Iteration 35Q: 3 clusters Score -2.084544e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160315 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -20845472.000000 Penalty: 5961.092773
	Iteration 36Q: 3 clusters Score -2.084547e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160645 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -20845568.000000 Penalty: 5961.092773
	Iteration 37Q: 3 clusters Score -2.084557e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -20845578.000000 Penalty: 5961.092773
	Iteration 38Q: 3 clusters Score -2.084558e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -20845636.000000 Penalty: 5961.092773
	Iteration 39Q: 3 clusters Score -2.084564e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -20845670.000000 Penalty: 5961.092773
	Iteration 40F: 3 clusters Score -2.084567e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -20845676.000000 Penalty: 5961.092773
	Iteration 41Q: 3 clusters Score -2.084568e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161855 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20845678.000000 Penalty: 5961.092773
	Iteration 42Q: 3 clusters Score -2.084568e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20845682.000000 Penalty: 5961.092773
	Iteration 43Q: 3 clusters Score -2.084568e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162194 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -20845714.000000 Penalty: 5961.092773
	Iteration 44Q: 3 clusters Score -2.084571e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162342 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -20845702.000000 Penalty: 5961.092773
	Iteration 45Q: 3 clusters Score -2.08457e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20845696.000000 Penalty: 5961.092773
	Iteration 46Q: 3 clusters Score -2.08457e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -20845702.000000 Penalty: 5961.092773
	Iteration 47Q: 3 clusters Score -2.08457e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162732 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -20845702.000000 Penalty: 5961.092773
	Iteration 48Q: 3 clusters Score -2.08457e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20845704.000000 Penalty: 5961.092773
	Iteration 49Q: 3 clusters Score -2.08457e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162942 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -20845738.000000 Penalty: 5961.092773
	Iteration 50Q: 3 clusters Score -2.084574e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163031 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -20845728.000000 Penalty: 5961.092773
	Iteration 51Q: 3 clusters Score -2.084573e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163086 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20845742.000000 Penalty: 5961.092773
	Iteration 52Q: 3 clusters Score -2.084574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163146 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20845712.000000 Penalty: 5961.092773
	Iteration 53Q: 3 clusters Score -2.084571e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163199 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20845716.000000 Penalty: 5961.092773
	Iteration 54Q: 3 clusters Score -2.084572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -20845718.000000 Penalty: 5961.092773
	Iteration 55Q: 3 clusters Score -2.084572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -20845718.000000 Penalty: 5961.092773
	Iteration 56Q: 3 clusters Score -2.084572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20845702.000000 Penalty: 5961.092773
	Iteration 57Q: 3 clusters Score -2.08457e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20845736.000000 Penalty: 5961.092773
	Iteration 58Q: 3 clusters Score -2.084574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20845730.000000 Penalty: 5961.092773
	Iteration 59Q: 3 clusters Score -2.084573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163435 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -20845754.000000 Penalty: 5961.092773
	Iteration 60F: 3 clusters Score -2.084575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -20845746.000000 Penalty: 5961.092773
	Iteration 61Q: 3 clusters Score -2.084575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -20845718.000000 Penalty: 5961.092773
	Iteration 62Q: 3 clusters Score -2.084572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -20845726.000000 Penalty: 5961.092773
	Iteration 63Q: 3 clusters Score -2.084573e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -20845756.000000 Penalty: 5961.092773
	Iteration 64Q: 3 clusters Score -2.084576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -20845740.000000 Penalty: 5961.092773
	Iteration 65Q: 3 clusters Score -2.084574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20845728.000000 Penalty: 5961.092773
	Iteration 66Q: 3 clusters Score -2.084573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20845724.000000 Penalty: 5961.092773
	Iteration 67Q: 3 clusters Score -2.084572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163661 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -20845740.000000 Penalty: 5961.092773
	Iteration 68Q: 3 clusters Score -2.084574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163698 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20845730.000000 Penalty: 5961.092773
	Iteration 69Q: 3 clusters Score -2.084573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -20845762.000000 Penalty: 5961.092773
	Iteration 70Q: 3 clusters Score -2.084576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20845746.000000 Penalty: 5961.092773
	Iteration 71Q: 3 clusters Score -2.084575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20845770.000000 Penalty: 5961.092773
	Iteration 72Q: 3 clusters Score -2.084577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20845786.000000 Penalty: 5961.092773
	Iteration 73Q: 3 clusters Score -2.084579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20845770.000000 Penalty: 5961.092773
	Iteration 74Q: 3 clusters Score -2.084577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163860 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20845776.000000 Penalty: 5961.092773
	Iteration 75Q: 3 clusters Score -2.084578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20845792.000000 Penalty: 5961.092773
	Iteration 76Q: 3 clusters Score -2.084579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163894 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -20845796.000000 Penalty: 5961.092773
	Iteration 77Q: 3 clusters Score -2.08458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -20845808.000000 Penalty: 5961.092773
	Iteration 78Q: 3 clusters Score -2.084581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -20845822.000000 Penalty: 5961.092773
	Iteration 79Q: 3 clusters Score -2.084582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20845798.000000 Penalty: 5961.092773
	Iteration 80F: 3 clusters Score -2.08458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -20845806.000000 Penalty: 5961.092773
	Iteration 81Q: 3 clusters Score -2.084581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20845806.000000 Penalty: 5961.092773
	Iteration 82Q: 3 clusters Score -2.084581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20845824.000000 Penalty: 5961.092773
	Iteration 83Q: 3 clusters Score -2.084582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163939 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20845826.000000 Penalty: 5961.092773
	Iteration 84Q: 3 clusters Score -2.084583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -20845814.000000 Penalty: 5961.092773
	Iteration 85Q: 3 clusters Score -2.084581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -20845814.000000 Penalty: 5961.092773
	Iteration 86Q: 3 clusters Score -2.084581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20845846.000000 Penalty: 5961.092773
	Iteration 87Q: 3 clusters Score -2.084585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20845812.000000 Penalty: 5961.092773
	Iteration 88Q: 3 clusters Score -2.084581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20845812.000000 Penalty: 5961.092773
	Iteration 89Q: 3 clusters Score -2.084581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -20845798.000000 Penalty: 5961.092773
	Iteration 90Q: 3 clusters Score -2.08458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20845812.000000 Penalty: 5961.092773
	Iteration 91Q: 3 clusters Score -2.084581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20845820.000000 Penalty: 5961.092773
	Iteration 92Q: 3 clusters Score -2.084582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20845828.000000 Penalty: 5961.092773
	Iteration 93Q: 3 clusters Score -2.084583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20845820.000000 Penalty: 5961.092773
	Iteration 94Q: 3 clusters Score -2.084582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20845832.000000 Penalty: 5961.092773
	Iteration 95Q: 3 clusters Score -2.084583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -20845826.000000 Penalty: 5961.092773
	Iteration 96Q: 3 clusters Score -2.084583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163990 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -20845824.000000 Penalty: 5961.092773
	Iteration 97Q: 3 clusters Score -2.084582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163994 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20845818.000000 Penalty: 5961.092773
	Iteration 98Q: 3 clusters Score -2.084582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20845820.000000 Penalty: 5961.092773
	Iteration 99Q: 3 clusters Score -2.084582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20845810.000000 Penalty: 5961.092773
	Iteration 100F: 3 clusters Score -2.084581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 267 members 
Entering Unmasked Estep 
Score: -58607.890625 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58607.89 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58809.375000 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58809.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58884.910156 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -58884.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58940.414062 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -58940.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58963.203125 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -58963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58967.019531 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -58967.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58967.019531 Penalty: 3122.451904
	Iteration 6F: 3 clusters Score -58967.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45561 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 55504 members 
Mstep: Class 10 contains 203861 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 164358 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157271 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165766 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735560.000000 Penalty: 71147.250000
Iteration 399Q: 22 clusters Score -1.057356e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45609 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 55518 members 
Mstep: Class 10 contains 203819 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 164322 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157273 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21222 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165765 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735584.000000 Penalty: 71147.250000
Iteration 400F: 22 clusters Score -1.057356e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45635 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 55532 members 
Mstep: Class 10 contains 203796 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 164313 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157266 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21214 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165753 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735784.000000 Penalty: 71147.250000
Iteration 401Q: 22 clusters Score -1.057358e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45653 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 55551 members 
Mstep: Class 10 contains 203762 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 164303 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157259 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21207 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165753 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735848.000000 Penalty: 71147.250000
Iteration 402Q: 22 clusters Score -1.057358e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45667 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 55571 members 
Mstep: Class 10 contains 203734 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 164308 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157248 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21202 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165742 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735704.000000 Penalty: 71147.250000
Iteration 403Q: 22 clusters Score -1.057357e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 45686 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 55580 members 
Mstep: Class 10 contains 203689 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 164324 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157246 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21198 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165730 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735744.000000 Penalty: 71147.250000
Iteration 404Q: 22 clusters Score -1.057357e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45704 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 55589 members 
Mstep: Class 10 contains 203659 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 164337 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157246 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21195 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165708 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735672.000000 Penalty: 71147.250000
Iteration 405Q: 22 clusters Score -1.057357e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45723 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 55602 members 
Mstep: Class 10 contains 203623 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 164367 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157242 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21189 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165676 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735616.000000 Penalty: 71147.250000
Iteration 406Q: 22 clusters Score -1.057356e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45736 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9745 members 
Mstep: Class 9 contains 55617 members 
Mstep: Class 10 contains 203577 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 164371 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157242 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21187 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165672 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735664.000000 Penalty: 71147.250000
Iteration 407Q: 22 clusters Score -1.057357e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45755 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 55632 members 
Mstep: Class 10 contains 203528 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 164376 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157256 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21184 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165652 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735680.000000 Penalty: 71147.250000
Iteration 408Q: 22 clusters Score -1.057357e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 45777 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 55645 members 
Mstep: Class 10 contains 203468 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 164382 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157270 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21181 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165638 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735720.000000 Penalty: 71147.250000
Iteration 409Q: 22 clusters Score -1.057357e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 45800 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 55663 members 
Mstep: Class 10 contains 203416 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13785 members 
Mstep: Class 14 contains 164368 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157304 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165612 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735872.000000 Penalty: 71147.250000
Iteration 410Q: 22 clusters Score -1.057359e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 45831 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 55673 members 
Mstep: Class 10 contains 203359 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13783 members 
Mstep: Class 14 contains 164353 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157324 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21180 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165591 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735904.000000 Penalty: 71147.250000
Iteration 411Q: 22 clusters Score -1.057359e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 45850 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9796 members 
Mstep: Class 9 contains 55691 members 
Mstep: Class 10 contains 203310 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 164346 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157333 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21178 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165571 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735768.000000 Penalty: 71147.250000
Iteration 412Q: 22 clusters Score -1.057358e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9802 members 
Mstep: Class 9 contains 55711 members 
Mstep: Class 10 contains 203243 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13779 members 
Mstep: Class 14 contains 164346 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157328 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21176 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165583 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735920.000000 Penalty: 71147.250000
Iteration 413Q: 22 clusters Score -1.057359e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45895 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9813 members 
Mstep: Class 9 contains 55729 members 
Mstep: Class 10 contains 203196 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 164349 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157323 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21175 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165581 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736000.000000 Penalty: 71147.250000
Iteration 414Q: 22 clusters Score -1.05736e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 45915 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 55740 members 
Mstep: Class 10 contains 203171 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13769 members 
Mstep: Class 14 contains 164342 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157323 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21178 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165567 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736048.000000 Penalty: 71147.250000
Iteration 415Q: 22 clusters Score -1.05736e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45933 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 55754 members 
Mstep: Class 10 contains 203134 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13766 members 
Mstep: Class 14 contains 164360 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157314 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21182 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165552 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735952.000000 Penalty: 71147.250000
Iteration 416Q: 22 clusters Score -1.05736e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 45953 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9832 members 
Mstep: Class 9 contains 55764 members 
Mstep: Class 10 contains 203081 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13763 members 
Mstep: Class 14 contains 164398 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157316 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21181 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165528 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735928.000000 Penalty: 71147.250000
Iteration 417Q: 22 clusters Score -1.057359e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 45969 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9839 members 
Mstep: Class 9 contains 55770 members 
Mstep: Class 10 contains 203036 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13765 members 
Mstep: Class 14 contains 164419 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157312 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165518 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735768.000000 Penalty: 71147.250000
Iteration 418Q: 22 clusters Score -1.057358e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 45991 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 55776 members 
Mstep: Class 10 contains 202987 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13760 members 
Mstep: Class 14 contains 164448 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157305 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21173 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165507 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735848.000000 Penalty: 71147.250000
Iteration 419Q: 22 clusters Score -1.057358e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 46001 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 202949 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 164471 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157297 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21167 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165492 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735904.000000 Penalty: 71147.250000
Iteration 420F: 22 clusters Score -1.057359e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 46016 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 55816 members 
Mstep: Class 10 contains 202914 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13754 members 
Mstep: Class 14 contains 164500 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157295 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21169 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165446 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736096.000000 Penalty: 71147.250000
Iteration 421Q: 22 clusters Score -1.057361e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 46030 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9862 members 
Mstep: Class 9 contains 55840 members 
Mstep: Class 10 contains 202862 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13748 members 
Mstep: Class 14 contains 164519 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157297 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21167 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165430 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736104.000000 Penalty: 71147.250000
Iteration 422Q: 22 clusters Score -1.057361e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46055 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 55851 members 
Mstep: Class 10 contains 202809 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13747 members 
Mstep: Class 14 contains 164533 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157292 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21158 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165427 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736192.000000 Penalty: 71147.250000
Iteration 423Q: 22 clusters Score -1.057362e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46078 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9885 members 
Mstep: Class 9 contains 55863 members 
Mstep: Class 10 contains 202754 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 164551 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157283 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21149 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165435 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736144.000000 Penalty: 71147.250000
Iteration 424Q: 22 clusters Score -1.057361e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46098 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9894 members 
Mstep: Class 9 contains 55874 members 
Mstep: Class 10 contains 202700 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 164582 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157273 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21141 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165432 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736104.000000 Penalty: 71147.250000
Iteration 425Q: 22 clusters Score -1.057361e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46129 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9899 members 
Mstep: Class 9 contains 55880 members 
Mstep: Class 10 contains 202653 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 164599 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157260 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21131 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165432 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736016.000000 Penalty: 71147.250000
Iteration 426Q: 22 clusters Score -1.05736e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46161 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9906 members 
Mstep: Class 9 contains 55886 members 
Mstep: Class 10 contains 202609 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13724 members 
Mstep: Class 14 contains 164607 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157255 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21127 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165430 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736264.000000 Penalty: 71147.250000
Iteration 427Q: 22 clusters Score -1.057363e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46182 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 55898 members 
Mstep: Class 10 contains 202564 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 164623 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157246 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21122 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165427 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736440.000000 Penalty: 71147.250000
Iteration 428Q: 22 clusters Score -1.057364e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46192 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 55916 members 
Mstep: Class 10 contains 202541 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 164633 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157241 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21119 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165405 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736464.000000 Penalty: 71147.250000
Iteration 429Q: 22 clusters Score -1.057365e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46213 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 55927 members 
Mstep: Class 10 contains 202525 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13716 members 
Mstep: Class 14 contains 164635 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157232 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21114 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165382 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736392.000000 Penalty: 71147.250000
Iteration 430Q: 22 clusters Score -1.057364e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46245 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 55932 members 
Mstep: Class 10 contains 202497 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13712 members 
Mstep: Class 14 contains 164626 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157219 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21108 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165384 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736400.000000 Penalty: 71147.250000
Iteration 431Q: 22 clusters Score -1.057364e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46266 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 9975 members 
Mstep: Class 9 contains 55942 members 
Mstep: Class 10 contains 202472 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13710 members 
Mstep: Class 14 contains 164620 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157193 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165390 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736392.000000 Penalty: 71147.250000
Iteration 432Q: 22 clusters Score -1.057364e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46290 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 9995 members 
Mstep: Class 9 contains 55958 members 
Mstep: Class 10 contains 202437 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13711 members 
Mstep: Class 14 contains 164607 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157180 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21097 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165387 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736464.000000 Penalty: 71147.250000
Iteration 433Q: 22 clusters Score -1.057365e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46312 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 55977 members 
Mstep: Class 10 contains 202402 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13707 members 
Mstep: Class 14 contains 164601 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157155 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21091 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165398 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736512.000000 Penalty: 71147.250000
Iteration 434Q: 22 clusters Score -1.057365e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46348 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10018 members 
Mstep: Class 9 contains 55984 members 
Mstep: Class 10 contains 202355 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13706 members 
Mstep: Class 14 contains 164619 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157144 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21087 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165385 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736424.000000 Penalty: 71147.250000
Iteration 435Q: 22 clusters Score -1.057364e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46391 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 55991 members 
Mstep: Class 10 contains 202320 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13700 members 
Mstep: Class 14 contains 164625 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157120 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21081 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165379 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736464.000000 Penalty: 71147.250000
Iteration 436Q: 22 clusters Score -1.057365e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46428 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10024 members 
Mstep: Class 9 contains 56002 members 
Mstep: Class 10 contains 202275 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13695 members 
Mstep: Class 14 contains 164627 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157111 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21073 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165379 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736528.000000 Penalty: 71147.250000
Iteration 437Q: 22 clusters Score -1.057365e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46452 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10029 members 
Mstep: Class 9 contains 56021 members 
Mstep: Class 10 contains 202229 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13688 members 
Mstep: Class 14 contains 164643 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157123 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21064 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165358 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736616.000000 Penalty: 71147.250000
Iteration 438Q: 22 clusters Score -1.057366e+08 nChanged 324
Entering ConstructFrom: 
Score: -105736616.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -1000326.000000 Penalty: 2224.730225
	Iteration 0F: 2 clusters Score -1000326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -993998.375000 Penalty: 4449.460449
	Iteration 0F: 3 clusters Score -993998.4 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -995660.625000 Penalty: 4449.460449
	Iteration 1F: 3 clusters Score -995660.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -995926.062500 Penalty: 4449.460449
	Iteration 2F: 3 clusters Score -995926.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -996149.625000 Penalty: 4449.460449
	Iteration 3F: 3 clusters Score -996149.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -996365.312500 Penalty: 4449.460449
	Iteration 4Q: 3 clusters Score -996365.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -996605.937500 Penalty: 4449.460449
	Iteration 5Q: 3 clusters Score -996605.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -996857.187500 Penalty: 4449.460449
	Iteration 6Q: 3 clusters Score -996857.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -997112.500000 Penalty: 4449.460449
	Iteration 7F: 3 clusters Score -997112.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -997408.375000 Penalty: 4449.460449
	Iteration 8F: 3 clusters Score -997408.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -997674.250000 Penalty: 4449.460449
	Iteration 9Q: 3 clusters Score -997674.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -997920.187500 Penalty: 4449.460449
	Iteration 10Q: 3 clusters Score -997920.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -998129.937500 Penalty: 4449.460449
	Iteration 11Q: 3 clusters Score -998129.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -998288.687500 Penalty: 4449.460449
	Iteration 12Q: 3 clusters Score -998288.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -998419.812500 Penalty: 4449.460449
	Iteration 13Q: 3 clusters Score -998419.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -998531.000000 Penalty: 4449.460449
	Iteration 14Q: 3 clusters Score -998531 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -998621.875000 Penalty: 4449.460449
	Iteration 15Q: 3 clusters Score -998621.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -998689.187500 Penalty: 4449.460449
	Iteration 16Q: 3 clusters Score -998689.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -998759.937500 Penalty: 4449.460449
	Iteration 17Q: 3 clusters Score -998759.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -998807.625000 Penalty: 4449.460449
	Iteration 18Q: 3 clusters Score -998807.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -998835.000000 Penalty: 4449.460449
	Iteration 19Q: 3 clusters Score -998835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -998854.750000 Penalty: 4449.460449
	Iteration 20F: 3 clusters Score -998854.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -998870.437500 Penalty: 4449.460449
	Iteration 21Q: 3 clusters Score -998870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -998877.562500 Penalty: 4449.460449
	Iteration 22Q: 3 clusters Score -998877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -998883.937500 Penalty: 4449.460449
	Iteration 23Q: 3 clusters Score -998883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -998890.437500 Penalty: 4449.460449
	Iteration 24Q: 3 clusters Score -998890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -998894.937500 Penalty: 4449.460449
	Iteration 25Q: 3 clusters Score -998894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -998897.625000 Penalty: 4449.460449
	Iteration 26Q: 3 clusters Score -998897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -998900.000000 Penalty: 4449.460449
	Iteration 27Q: 3 clusters Score -998900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -998901.875000 Penalty: 4449.460449
	Iteration 28Q: 3 clusters Score -998901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -998904.687500 Penalty: 4449.460449
	Iteration 29Q: 3 clusters Score -998904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -998908.125000 Penalty: 4449.460449
	Iteration 30Q: 3 clusters Score -998908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -998909.562500 Penalty: 4449.460449
	Iteration 31Q: 3 clusters Score -998909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -998911.062500 Penalty: 4449.460449
	Iteration 32Q: 3 clusters Score -998911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -998912.250000 Penalty: 4449.460449
	Iteration 33Q: 3 clusters Score -998912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -998916.375000 Penalty: 4449.460449
	Iteration 34Q: 3 clusters Score -998916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -998918.875000 Penalty: 4449.460449
	Iteration 35Q: 3 clusters Score -998918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -998919.000000 Penalty: 4449.460449
	Iteration 36Q: 3 clusters Score -998919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -998920.812500 Penalty: 4449.460449
	Iteration 37Q: 3 clusters Score -998920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -998923.312500 Penalty: 4449.460449
	Iteration 38Q: 3 clusters Score -998923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -998924.500000 Penalty: 4449.460449
	Iteration 39Q: 3 clusters Score -998924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -998926.312500 Penalty: 4449.460449
	Iteration 40F: 3 clusters Score -998926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -998927.312500 Penalty: 4449.460449
	Iteration 41Q: 3 clusters Score -998927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -998929.125000 Penalty: 4449.460449
	Iteration 42Q: 3 clusters Score -998929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -998930.875000 Penalty: 4449.460449
	Iteration 43Q: 3 clusters Score -998930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -998931.437500 Penalty: 4449.460449
	Iteration 44Q: 3 clusters Score -998931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -998934.000000 Penalty: 4449.460449
	Iteration 45Q: 3 clusters Score -998934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -998935.000000 Penalty: 4449.460449
	Iteration 46Q: 3 clusters Score -998935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -998936.062500 Penalty: 4449.460449
	Iteration 47Q: 3 clusters Score -998936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -998936.062500 Penalty: 4449.460449
	Iteration 48F: 3 clusters Score -998936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -381517.718750 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -381517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -378166.437500 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -378166.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -378863.000000 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -378863 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -379065.531250 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -379065.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -379216.875000 Penalty: 4007.644043
	Iteration 3F: 3 clusters Score -379216.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -379337.093750 Penalty: 4007.644043
	Iteration 4Q: 3 clusters Score -379337.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -379424.312500 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -379424.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -379502.187500 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -379502.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -379553.281250 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -379553.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -379596.812500 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -379596.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -379630.562500 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -379630.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -379665.062500 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -379665.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -379700.500000 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -379700.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -379728.531250 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -379728.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -379753.718750 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -379753.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379775.000000 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -379775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -379793.437500 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -379793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -379810.031250 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -379810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -379829.062500 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -379829.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -379840.531250 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -379840.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -379850.531250 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -379850.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -379862.750000 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -379862.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -379875.812500 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -379875.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -379893.125000 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -379893.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -379904.531250 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -379904.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -379918.218750 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -379918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -379929.781250 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -379929.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -379947.968750 Penalty: 4007.644043
	Iteration 26Q: 3 clusters Score -379948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -379958.125000 Penalty: 4007.644043
	Iteration 27Q: 3 clusters Score -379958.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -379962.468750 Penalty: 4007.644043
	Iteration 28Q: 3 clusters Score -379962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -379967.937500 Penalty: 4007.644043
	Iteration 29Q: 3 clusters Score -379967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -379971.968750 Penalty: 4007.644043
	Iteration 30Q: 3 clusters Score -379972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -379978.593750 Penalty: 4007.644043
	Iteration 31Q: 3 clusters Score -379978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -379986.625000 Penalty: 4007.644043
	Iteration 32Q: 3 clusters Score -379986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -379993.031250 Penalty: 4007.644043
	Iteration 33Q: 3 clusters Score -379993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -379997.625000 Penalty: 4007.644043
	Iteration 34Q: 3 clusters Score -379997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -380002.531250 Penalty: 4007.644043
	Iteration 35Q: 3 clusters Score -380002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -380007.187500 Penalty: 4007.644043
	Iteration 36Q: 3 clusters Score -380007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -380010.406250 Penalty: 4007.644043
	Iteration 37Q: 3 clusters Score -380010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -380012.125000 Penalty: 4007.644043
	Iteration 38Q: 3 clusters Score -380012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -380014.281250 Penalty: 4007.644043
	Iteration 39Q: 3 clusters Score -380014.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -380015.375000 Penalty: 4007.644043
	Iteration 40F: 3 clusters Score -380015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -380016.968750 Penalty: 4007.644043
	Iteration 41Q: 3 clusters Score -380017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -380017.187500 Penalty: 4007.644043
	Iteration 42Q: 3 clusters Score -380017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -380017.187500 Penalty: 4007.644043
	Iteration 43F: 3 clusters Score -380017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -110363.921875 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -110363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108503.570312 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -108503.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108908.867188 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -108908.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109139.390625 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -109139.4 nChanged 49
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: -109312.679688 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -109312.7 nChanged 34
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: -109383.312500 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -109383.3 nChanged 21
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: -109424.414062 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -109424.4 nChanged 22
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: -109464.312500 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -109464.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109484.070312 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -109484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109517.812500 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -109517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109545.382812 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -109545.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109569.351562 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -109569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109586.367188 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -109586.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109608.718750 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -109608.7 nChanged 10
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: -109629.335938 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -109629.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109645.593750 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -109645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109658.875000 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -109658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109664.906250 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -109664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109669.445312 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -109669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109671.625000 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -109671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109679.390625 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -109679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109684.109375 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -109684.1 nChanged 3
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: -109688.679688 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -109688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109692.140625 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -109692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109694.515625 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -109694.5 nChanged 3
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: -109697.164062 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -109697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109698.484375 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -109698.5 nChanged 1
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: -109699.414062 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -109699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -109702.640625 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -109702.6 nChanged 1
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: -109703.554688 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -109703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109704.843750 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -109704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109707.484375 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -109707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109708.242188 Penalty: 3399.236328
	Iteration 31Q: 3 clusters Score -109708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109711.976562 Penalty: 3399.236328
	Iteration 32Q: 3 clusters Score -109712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109712.976562 Penalty: 3399.236328
	Iteration 33Q: 3 clusters Score -109713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109716.140625 Penalty: 3399.236328
	Iteration 34Q: 3 clusters Score -109716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -109718.781250 Penalty: 3399.236328
	Iteration 35Q: 3 clusters Score -109718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -109720.968750 Penalty: 3399.236328
	Iteration 36Q: 3 clusters Score -109721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109724.382812 Penalty: 3399.236328
	Iteration 37Q: 3 clusters Score -109724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109725.210938 Penalty: 3399.236328
	Iteration 38Q: 3 clusters Score -109725.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109725.210938 Penalty: 3399.236328
	Iteration 39F: 3 clusters Score -109725.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -217418.312500 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -217418.3 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 856 members 
Entering Unmasked Estep 
Score: -214958.437500 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -214958.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -215376.203125 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -215376.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -215492.703125 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -215492.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215555.531250 Penalty: 3706.360352
	Iteration 3Q: 3 clusters Score -215555.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -215592.328125 Penalty: 3706.360352
	Iteration 4Q: 3 clusters Score -215592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215613.328125 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -215613.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -215628.046875 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -215628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215647.187500 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -215647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215657.781250 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -215657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215667.390625 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -215667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215678.703125 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -215678.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215688.421875 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -215688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215699.937500 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -215699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215704.718750 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -215704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215712.171875 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -215712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215714.453125 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -215714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215716.671875 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -215716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215720.906250 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -215720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215722.437500 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -215722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215723.218750 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -215723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -215723.781250 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -215723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215724.296875 Penalty: 3706.360352
	Iteration 21Q: 3 clusters Score -215724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215724.796875 Penalty: 3706.360352
	Iteration 22Q: 3 clusters Score -215724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215727.390625 Penalty: 3706.360352
	Iteration 23Q: 3 clusters Score -215727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -215730.609375 Penalty: 3706.360352
	Iteration 24Q: 3 clusters Score -215730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215731.484375 Penalty: 3706.360352
	Iteration 25Q: 3 clusters Score -215731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215731.859375 Penalty: 3706.360352
	Iteration 26Q: 3 clusters Score -215731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215733.781250 Penalty: 3706.360352
	Iteration 27Q: 3 clusters Score -215733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215734.234375 Penalty: 3706.360352
	Iteration 28Q: 3 clusters Score -215734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215734.171875 Penalty: 3706.360352
	Iteration 29Q: 3 clusters Score -215734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215736.625000 Penalty: 3706.360352
	Iteration 30Q: 3 clusters Score -215736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -215739.046875 Penalty: 3706.360352
	Iteration 31Q: 3 clusters Score -215739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215739.531250 Penalty: 3706.360352
	Iteration 32Q: 3 clusters Score -215739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215741.187500 Penalty: 3706.360352
	Iteration 33Q: 3 clusters Score -215741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215742.328125 Penalty: 3706.360352
	Iteration 34Q: 3 clusters Score -215742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215743.140625 Penalty: 3706.360352
	Iteration 35Q: 3 clusters Score -215743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215744.203125 Penalty: 3706.360352
	Iteration 36Q: 3 clusters Score -215744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215744.953125 Penalty: 3706.360352
	Iteration 37Q: 3 clusters Score -215745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215744.953125 Penalty: 3706.360352
	Iteration 38F: 3 clusters Score -215745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Entering Unmasked Estep 
Score: -5804963.000000 Penalty: 2665.174072
	Iteration 0F: 2 clusters Score -5804963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5773740.500000 Penalty: 5330.348145
	Iteration 0F: 3 clusters Score -5773740 nChanged 21199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -5785284.500000 Penalty: 5330.348145
	Iteration 1F: 3 clusters Score -5785284 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5785690.500000 Penalty: 5330.348145
	Iteration 2Q: 3 clusters Score -5785690 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -5786024.000000 Penalty: 5330.348145
	Iteration 3Q: 3 clusters Score -5786024 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -5786355.500000 Penalty: 5330.348145
	Iteration 4Q: 3 clusters Score -5786356 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5786686.000000 Penalty: 5330.348145
	Iteration 5Q: 3 clusters Score -5786686 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -5787108.000000 Penalty: 5330.348145
	Iteration 6Q: 3 clusters Score -5787108 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -5787670.500000 Penalty: 5330.348145
	Iteration 7Q: 3 clusters Score -5787670 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5788502.500000 Penalty: 5330.348145
	Iteration 8Q: 3 clusters Score -5788502 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -5789817.500000 Penalty: 5330.348145
	Iteration 9Q: 3 clusters Score -5789818 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5791608.000000 Penalty: 5330.348145
	Iteration 10Q: 3 clusters Score -5791608 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5793828.500000 Penalty: 5330.348145
	Iteration 11F: 3 clusters Score -5793828 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -5795965.000000 Penalty: 5330.348145
	Iteration 12F: 3 clusters Score -5795965 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -5797721.500000 Penalty: 5330.348145
	Iteration 13F: 3 clusters Score -5797722 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -5798826.500000 Penalty: 5330.348145
	Iteration 14Q: 3 clusters Score -5798826 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -5799402.000000 Penalty: 5330.348145
	Iteration 15Q: 3 clusters Score -5799402 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5799683.500000 Penalty: 5330.348145
	Iteration 16Q: 3 clusters Score -5799684 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5799977.000000 Penalty: 5330.348145
	Iteration 17Q: 3 clusters Score -5799977 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -5800252.500000 Penalty: 5330.348145
	Iteration 18Q: 3 clusters Score -5800252 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -5800533.000000 Penalty: 5330.348145
	Iteration 19Q: 3 clusters Score -5800533 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5800816.500000 Penalty: 5330.348145
	Iteration 20F: 3 clusters Score -5800816 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -5801113.500000 Penalty: 5330.348145
	Iteration 21Q: 3 clusters Score -5801114 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5801312.000000 Penalty: 5330.348145
	Iteration 22Q: 3 clusters Score -5801312 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5801434.000000 Penalty: 5330.348145
	Iteration 23Q: 3 clusters Score -5801434 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5801535.000000 Penalty: 5330.348145
	Iteration 24Q: 3 clusters Score -5801535 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5801571.000000 Penalty: 5330.348145
	Iteration 25Q: 3 clusters Score -5801571 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -5801659.000000 Penalty: 5330.348145
	Iteration 26Q: 3 clusters Score -5801659 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5801655.000000 Penalty: 5330.348145
	Iteration 27Q: 3 clusters Score -5801655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5801680.000000 Penalty: 5330.348145
	Iteration 28Q: 3 clusters Score -5801680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -5801703.500000 Penalty: 5330.348145
	Iteration 29Q: 3 clusters Score -5801704 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5801739.500000 Penalty: 5330.348145
	Iteration 30Q: 3 clusters Score -5801740 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5801773.500000 Penalty: 5330.348145
	Iteration 31Q: 3 clusters Score -5801774 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -5801780.500000 Penalty: 5330.348145
	Iteration 32Q: 3 clusters Score -5801780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5801812.500000 Penalty: 5330.348145
	Iteration 33Q: 3 clusters Score -5801812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5801833.000000 Penalty: 5330.348145
	Iteration 34Q: 3 clusters Score -5801833 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -5801842.500000 Penalty: 5330.348145
	Iteration 35Q: 3 clusters Score -5801842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -5801843.000000 Penalty: 5330.348145
	Iteration 36Q: 3 clusters Score -5801843 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -5801863.500000 Penalty: 5330.348145
	Iteration 37Q: 3 clusters Score -5801864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -5801868.500000 Penalty: 5330.348145
	Iteration 38Q: 3 clusters Score -5801868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -5801890.000000 Penalty: 5330.348145
	Iteration 39Q: 3 clusters Score -5801890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -5801903.500000 Penalty: 5330.348145
	Iteration 40F: 3 clusters Score -5801904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -5801911.000000 Penalty: 5330.348145
	Iteration 41Q: 3 clusters Score -5801911 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5801906.000000 Penalty: 5330.348145
	Iteration 42Q: 3 clusters Score -5801906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5801924.000000 Penalty: 5330.348145
	Iteration 43Q: 3 clusters Score -5801924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5801920.500000 Penalty: 5330.348145
	Iteration 44Q: 3 clusters Score -5801920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5801920.500000 Penalty: 5330.348145
	Iteration 45Q: 3 clusters Score -5801920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5801922.500000 Penalty: 5330.348145
	Iteration 46Q: 3 clusters Score -5801922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -5801923.000000 Penalty: 5330.348145
	Iteration 47Q: 3 clusters Score -5801923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5801934.000000 Penalty: 5330.348145
	Iteration 48Q: 3 clusters Score -5801934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -5801943.500000 Penalty: 5330.348145
	Iteration 49Q: 3 clusters Score -5801944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -5801946.000000 Penalty: 5330.348145
	Iteration 50Q: 3 clusters Score -5801946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5801956.500000 Penalty: 5330.348145
	Iteration 51Q: 3 clusters Score -5801956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5801953.000000 Penalty: 5330.348145
	Iteration 52Q: 3 clusters Score -5801953 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5801961.000000 Penalty: 5330.348145
	Iteration 53Q: 3 clusters Score -5801961 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -5801970.000000 Penalty: 5330.348145
	Iteration 54Q: 3 clusters Score -5801970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5801970.500000 Penalty: 5330.348145
	Iteration 55Q: 3 clusters Score -5801970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5801976 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5801970.000000 Penalty: 5330.348145
	Iteration 57Q: 3 clusters Score -5801970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5801981.500000 Penalty: 5330.348145
	Iteration 58Q: 3 clusters Score -5801982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -5801994.000000 Penalty: 5330.348145
	Iteration 59Q: 3 clusters Score -5801994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -5802020.000000 Penalty: 5330.348145
	Iteration 60F: 3 clusters Score -5802020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5802027.500000 Penalty: 5330.348145
	Iteration 61Q: 3 clusters Score -5802028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5802032.000000 Penalty: 5330.348145
	Iteration 62Q: 3 clusters Score -5802032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5802026.500000 Penalty: 5330.348145
	Iteration 63Q: 3 clusters Score -5802026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -5802052.500000 Penalty: 5330.348145
	Iteration 64Q: 3 clusters Score -5802052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5802068.000000 Penalty: 5330.348145
	Iteration 65Q: 3 clusters Score -5802068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5802069.000000 Penalty: 5330.348145
	Iteration 66Q: 3 clusters Score -5802069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -5802075.000000 Penalty: 5330.348145
	Iteration 67Q: 3 clusters Score -5802075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -5802077.500000 Penalty: 5330.348145
	Iteration 68Q: 3 clusters Score -5802078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5802084.000000 Penalty: 5330.348145
	Iteration 69Q: 3 clusters Score -5802084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5802097.000000 Penalty: 5330.348145
	Iteration 70Q: 3 clusters Score -5802097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -5802094.500000 Penalty: 5330.348145
	Iteration 71Q: 3 clusters Score -5802094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5802093.000000 Penalty: 5330.348145
	Iteration 72Q: 3 clusters Score -5802093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -5802097.500000 Penalty: 5330.348145
	Iteration 73Q: 3 clusters Score -5802098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5802094.500000 Penalty: 5330.348145
	Iteration 74Q: 3 clusters Score -5802094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5802110.500000 Penalty: 5330.348145
	Iteration 75Q: 3 clusters Score -5802110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5802115.500000 Penalty: 5330.348145
	Iteration 76Q: 3 clusters Score -5802116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5802130.000000 Penalty: 5330.348145
	Iteration 77Q: 3 clusters Score -5802130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5802130.000000 Penalty: 5330.348145
	Iteration 78Q: 3 clusters Score -5802130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5802125.500000 Penalty: 5330.348145
	Iteration 79Q: 3 clusters Score -5802126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5802138.000000 Penalty: 5330.348145
	Iteration 80F: 3 clusters Score -5802138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5802135.500000 Penalty: 5330.348145
	Iteration 81Q: 3 clusters Score -5802136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5802154.000000 Penalty: 5330.348145
	Iteration 82Q: 3 clusters Score -5802154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5802143.000000 Penalty: 5330.348145
	Iteration 83Q: 3 clusters Score -5802143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5802138.500000 Penalty: 5330.348145
	Iteration 84Q: 3 clusters Score -5802138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5802139.000000 Penalty: 5330.348145
	Iteration 85Q: 3 clusters Score -5802139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5802131.000000 Penalty: 5330.348145
	Iteration 86Q: 3 clusters Score -5802131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5802154.500000 Penalty: 5330.348145
	Iteration 87Q: 3 clusters Score -5802154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5802167.000000 Penalty: 5330.348145
	Iteration 88Q: 3 clusters Score -5802167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5802178.000000 Penalty: 5330.348145
	Iteration 89Q: 3 clusters Score -5802178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5802173.500000 Penalty: 5330.348145
	Iteration 90Q: 3 clusters Score -5802174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5802175.500000 Penalty: 5330.348145
	Iteration 91Q: 3 clusters Score -5802176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5802191.000000 Penalty: 5330.348145
	Iteration 92Q: 3 clusters Score -5802191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5802185.000000 Penalty: 5330.348145
	Iteration 93Q: 3 clusters Score -5802185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5802184.000000 Penalty: 5330.348145
	Iteration 94Q: 3 clusters Score -5802184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5802179.000000 Penalty: 5330.348145
	Iteration 95Q: 3 clusters Score -5802179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5802191.000000 Penalty: 5330.348145
	Iteration 96Q: 3 clusters Score -5802191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -5802181.500000 Penalty: 5330.348145
	Iteration 97Q: 3 clusters Score -5802182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5802194.500000 Penalty: 5330.348145
	Iteration 98Q: 3 clusters Score -5802194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -5802187.500000 Penalty: 5330.348145
	Iteration 99Q: 3 clusters Score -5802188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5802173.000000 Penalty: 5330.348145
	Iteration 100F: 3 clusters Score -5802173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5802171.000000 Penalty: 5330.348145
	Iteration 101Q: 3 clusters Score -5802171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5802178.000000 Penalty: 5330.348145
	Iteration 102Q: 3 clusters Score -5802178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5802182.500000 Penalty: 5330.348145
	Iteration 103Q: 3 clusters Score -5802182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5802200.500000 Penalty: 5330.348145
	Iteration 104Q: 3 clusters Score -5802200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -5802202.000000 Penalty: 5330.348145
	Iteration 105Q: 3 clusters Score -5802202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -5802202.500000 Penalty: 5330.348145
	Iteration 106Q: 3 clusters Score -5802202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5802215.000000 Penalty: 5330.348145
	Iteration 107Q: 3 clusters Score -5802215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5802210.500000 Penalty: 5330.348145
	Iteration 108Q: 3 clusters Score -5802210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5802213.500000 Penalty: 5330.348145
	Iteration 109Q: 3 clusters Score -5802214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -5802233.000000 Penalty: 5330.348145
	Iteration 110Q: 3 clusters Score -5802233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5802245.500000 Penalty: 5330.348145
	Iteration 111Q: 3 clusters Score -5802246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5802242.500000 Penalty: 5330.348145
	Iteration 112Q: 3 clusters Score -5802242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5802243.000000 Penalty: 5330.348145
	Iteration 113Q: 3 clusters Score -5802243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5802246.500000 Penalty: 5330.348145
	Iteration 114Q: 3 clusters Score -5802246 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -5802260.500000 Penalty: 5330.348145
	Iteration 115Q: 3 clusters Score -5802260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5802267.000000 Penalty: 5330.348145
	Iteration 116Q: 3 clusters Score -5802267 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -5802271.500000 Penalty: 5330.348145
	Iteration 117Q: 3 clusters Score -5802272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5802280.000000 Penalty: 5330.348145
	Iteration 118Q: 3 clusters Score -5802280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5802288.000000 Penalty: 5330.348145
	Iteration 119Q: 3 clusters Score -5802288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5802291.500000 Penalty: 5330.348145
	Iteration 120F: 3 clusters Score -5802292 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5802299.500000 Penalty: 5330.348145
	Iteration 121Q: 3 clusters Score -5802300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5802292.000000 Penalty: 5330.348145
	Iteration 122Q: 3 clusters Score -5802292 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26027 members 
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Entering Unmasked Estep 
Score: -5802289.000000 Penalty: 5330.348145
	Iteration 123Q: 3 clusters Score -5802289 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -5802294.000000 Penalty: 5330.348145
	Iteration 124Q: 3 clusters Score -5802294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5802298.500000 Penalty: 5330.348145
	Iteration 125Q: 3 clusters Score -5802298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5802281.000000 Penalty: 5330.348145
	Iteration 126Q: 3 clusters Score -5802281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5802297.000000 Penalty: 5330.348145
	Iteration 127Q: 3 clusters Score -5802297 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5802306.500000 Penalty: 5330.348145
	Iteration 128Q: 3 clusters Score -5802306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5802310.000000 Penalty: 5330.348145
	Iteration 129Q: 3 clusters Score -5802310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -5802312.000000 Penalty: 5330.348145
	Iteration 130Q: 3 clusters Score -5802312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
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Entering Unmasked Estep 
Score: -5802296.500000 Penalty: 5330.348145
	Iteration 131Q: 3 clusters Score -5802296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5802309.500000 Penalty: 5330.348145
	Iteration 132Q: 3 clusters Score -5802310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5802313.500000 Penalty: 5330.348145
	Iteration 133Q: 3 clusters Score -5802314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5802312.500000 Penalty: 5330.348145
	Iteration 134Q: 3 clusters Score -5802312 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5802298.000000 Penalty: 5330.348145
	Iteration 135Q: 3 clusters Score -5802298 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5802307.000000 Penalty: 5330.348145
	Iteration 136Q: 3 clusters Score -5802307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5802317.500000 Penalty: 5330.348145
	Iteration 137Q: 3 clusters Score -5802318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5802310.500000 Penalty: 5330.348145
	Iteration 138Q: 3 clusters Score -5802310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5802317.000000 Penalty: 5330.348145
	Iteration 139Q: 3 clusters Score -5802317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5802331.000000 Penalty: 5330.348145
	Iteration 140F: 3 clusters Score -5802331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5802326.000000 Penalty: 5330.348145
	Iteration 141Q: 3 clusters Score -5802326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -5802318.500000 Penalty: 5330.348145
	Iteration 142Q: 3 clusters Score -5802318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -5802306.500000 Penalty: 5330.348145
	Iteration 143Q: 3 clusters Score -5802306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5802318.500000 Penalty: 5330.348145
	Iteration 144Q: 3 clusters Score -5802318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5802329.000000 Penalty: 5330.348145
	Iteration 145Q: 3 clusters Score -5802329 nChanged 31
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Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5802327.000000 Penalty: 5330.348145
	Iteration 146Q: 3 clusters Score -5802327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5802330.000000 Penalty: 5330.348145
	Iteration 147Q: 3 clusters Score -5802330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -5802341.500000 Penalty: 5330.348145
	Iteration 148Q: 3 clusters Score -5802342 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5802336.000000 Penalty: 5330.348145
	Iteration 149Q: 3 clusters Score -5802336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -5802332.500000 Penalty: 5330.348145
	Iteration 150Q: 3 clusters Score -5802332 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5802335 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5802338 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5802331.000000 Penalty: 5330.348145
	Iteration 153Q: 3 clusters Score -5802331 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -5802339.000000 Penalty: 5330.348145
	Iteration 154Q: 3 clusters Score -5802339 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27414 members 
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Entering Unmasked Estep 
Score: -5802339.500000 Penalty: 5330.348145
	Iteration 155Q: 3 clusters Score -5802340 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27437 members 
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Entering Unmasked Estep 
Score: -5802334.000000 Penalty: 5330.348145
	Iteration 156Q: 3 clusters Score -5802334 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5802339 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27481 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5802332 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5802336 nChanged 21
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Mstep: Class 1 contains 27526 members 
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Entering Unmasked Estep 
Score: -5802343.000000 Penalty: 5330.348145
	Iteration 160F: 3 clusters Score -5802343 nChanged 23
Entering Unmasked Mstep 
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	Iteration 161Q: 3 clusters Score -5802350 nChanged 22
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Entering Unmasked Estep 
Score: -5802352.000000 Penalty: 5330.348145
	Iteration 162Q: 3 clusters Score -5802352 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5802359.000000 Penalty: 5330.348145
	Iteration 163Q: 3 clusters Score -5802359 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27621 members 
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Entering Unmasked Estep 
Score: -5802372.500000 Penalty: 5330.348145
	Iteration 164Q: 3 clusters Score -5802372 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27647 members 
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Entering Unmasked Estep 
Score: -5802379.000000 Penalty: 5330.348145
	Iteration 165Q: 3 clusters Score -5802379 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5802372 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27689 members 
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Entering Unmasked Estep 
Score: -5802369.000000 Penalty: 5330.348145
	Iteration 167Q: 3 clusters Score -5802369 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5802382 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27720 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5802384 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5802374 nChanged 23
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	Iteration 171Q: 3 clusters Score -5802374 nChanged 20
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5802379 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5802379 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5802389.500000 Penalty: 5330.348145
	Iteration 174Q: 3 clusters Score -5802390 nChanged 24
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5802388 nChanged 26
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Entering Unmasked Estep 
Score: -5802393.500000 Penalty: 5330.348145
	Iteration 176Q: 3 clusters Score -5802394 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27888 members 
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Entering Unmasked Estep 
Score: -5802403.500000 Penalty: 5330.348145
	Iteration 177Q: 3 clusters Score -5802404 nChanged 21
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Mstep: Class 1 contains 27909 members 
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Entering Unmasked Estep 
Score: -5802392.000000 Penalty: 5330.348145
	Iteration 178Q: 3 clusters Score -5802392 nChanged 22
Entering Unmasked Mstep 
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	Iteration 179Q: 3 clusters Score -5802394 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5802392 nChanged 13
Entering Unmasked Mstep 
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	Iteration 181Q: 3 clusters Score -5802388 nChanged 13
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	Iteration 182Q: 3 clusters Score -5802388 nChanged 14
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	Iteration 183Q: 3 clusters Score -5802395 nChanged 12
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	Iteration 184Q: 3 clusters Score -5802394 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28018 members 
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Entering Unmasked Estep 
Score: -5802397.000000 Penalty: 5330.348145
	Iteration 185Q: 3 clusters Score -5802397 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28034 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5802398 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5802401 nChanged 19
Entering Unmasked Mstep 
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	Iteration 188Q: 3 clusters Score -5802406 nChanged 23
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Mstep: Class 1 contains 28097 members 
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Entering Unmasked Estep 
Score: -5802404.000000 Penalty: 5330.348145
	Iteration 189Q: 3 clusters Score -5802404 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28120 members 
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	Iteration 190Q: 3 clusters Score -5802406 nChanged 27
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5802400 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28170 members 
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Entering Unmasked Estep 
Score: -5802407.500000 Penalty: 5330.348145
	Iteration 192Q: 3 clusters Score -5802408 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28194 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5802397 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28224 members 
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	Iteration 194Q: 3 clusters Score -5802400 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28258 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5802408 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28284 members 
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Entering Unmasked Estep 
Score: -5802406.500000 Penalty: 5330.348145
	Iteration 196Q: 3 clusters Score -5802406 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28307 members 
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Entering Unmasked Estep 
Score: -5802403.000000 Penalty: 5330.348145
	Iteration 197Q: 3 clusters Score -5802403 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28332 members 
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Entering Unmasked Estep 
Score: -5802401.500000 Penalty: 5330.348145
	Iteration 198Q: 3 clusters Score -5802402 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28358 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5802396 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5802408 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5802402 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28429 members 
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	Iteration 202Q: 3 clusters Score -5802400 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28448 members 
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	Iteration 203Q: 3 clusters Score -5802402 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28464 members 
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Entering Unmasked Estep 
Score: -5802399.500000 Penalty: 5330.348145
	Iteration 204Q: 3 clusters Score -5802400 nChanged 19
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Mstep: Class 1 contains 28483 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5802398 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5802395 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28513 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5802396 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28530 members 
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	Iteration 208Q: 3 clusters Score -5802396 nChanged 19
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Mstep: Class 1 contains 28549 members 
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	Iteration 209Q: 3 clusters Score -5802394 nChanged 11
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Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 17915 members 
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Score: -5802386.000000 Penalty: 5330.348145
	Iteration 210Q: 3 clusters Score -5802386 nChanged 14
Entering Unmasked Mstep 
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Score: -5802380.500000 Penalty: 5330.348145
	Iteration 211Q: 3 clusters Score -5802380 nChanged 8
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Entering Unmasked Estep 
Score: -5802381.500000 Penalty: 5330.348145
	Iteration 212Q: 3 clusters Score -5802382 nChanged 8
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Score: -5802383.000000 Penalty: 5330.348145
	Iteration 213Q: 3 clusters Score -5802383 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28600 members 
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Score: -5802376.500000 Penalty: 5330.348145
	Iteration 214Q: 3 clusters Score -5802376 nChanged 10
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Mstep: Class 1 contains 28610 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5802380 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28619 members 
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Entering Unmasked Estep 
Score: -5802377.000000 Penalty: 5330.348145
	Iteration 216Q: 3 clusters Score -5802377 nChanged 11
Entering Unmasked Mstep 
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	Iteration 217Q: 3 clusters Score -5802378 nChanged 13
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	Iteration 218Q: 3 clusters Score -5802384 nChanged 15
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5802385 nChanged 13
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5802386 nChanged 13
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5802382 nChanged 9
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	Iteration 222Q: 3 clusters Score -5802397 nChanged 7
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	Iteration 223Q: 3 clusters Score -5802385 nChanged 4
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	Iteration 224Q: 3 clusters Score -5802382 nChanged 2
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	Iteration 225Q: 3 clusters Score -5802381 nChanged 2
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	Iteration 226Q: 3 clusters Score -5802382 nChanged 2
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	Iteration 227Q: 3 clusters Score -5802378 nChanged 4
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	Iteration 228Q: 3 clusters Score -5802374 nChanged 4
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	Iteration 229Q: 3 clusters Score -5802372 nChanged 5
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	Iteration 230Q: 3 clusters Score -5802366 nChanged 10
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	Iteration 231Q: 3 clusters Score -5802378 nChanged 5
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	Iteration 232Q: 3 clusters Score -5802374 nChanged 4
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	Iteration 233Q: 3 clusters Score -5802374 nChanged 3
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	Iteration 234Q: 3 clusters Score -5802374 nChanged 5
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	Iteration 235Q: 3 clusters Score -5802371 nChanged 5
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	Iteration 236Q: 3 clusters Score -5802378 nChanged 6
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	Iteration 237Q: 3 clusters Score -5802377 nChanged 6
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	Iteration 238Q: 3 clusters Score -5802384 nChanged 4
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	Iteration 239Q: 3 clusters Score -5802376 nChanged 4
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	Iteration 240F: 3 clusters Score -5802376 nChanged 4
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	Iteration 241Q: 3 clusters Score -5802378 nChanged 2
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	Iteration 242Q: 3 clusters Score -5802386 nChanged 1
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	Iteration 243Q: 3 clusters Score -5802386 nChanged 1
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	Iteration 244Q: 3 clusters Score -5802386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5802385.500000 Penalty: 5330.348145
	Iteration 245F: 3 clusters Score -5802386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -205413.781250 Penalty: 1855.006348
	Iteration 0F: 2 clusters Score -205413.8 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 876 members 
Entering Unmasked Estep 
Score: -203022.031250 Penalty: 3710.012695
	Iteration 0F: 3 clusters Score -203022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -203726.468750 Penalty: 3710.012695
	Iteration 1F: 3 clusters Score -203726.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203971.000000 Penalty: 3710.012695
	Iteration 2F: 3 clusters Score -203971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204108.265625 Penalty: 3710.012695
	Iteration 3F: 3 clusters Score -204108.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204227.937500 Penalty: 3710.012695
	Iteration 4F: 3 clusters Score -204227.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -204323.921875 Penalty: 3710.012695
	Iteration 5Q: 3 clusters Score -204323.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -204435.265625 Penalty: 3710.012695
	Iteration 6Q: 3 clusters Score -204435.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -204600.671875 Penalty: 3710.012695
	Iteration 7Q: 3 clusters Score -204600.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -204716.031250 Penalty: 3710.012695
	Iteration 8Q: 3 clusters Score -204716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -204812.937500 Penalty: 3710.012695
	Iteration 9Q: 3 clusters Score -204812.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -204898.734375 Penalty: 3710.012695
	Iteration 10Q: 3 clusters Score -204898.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -204953.125000 Penalty: 3710.012695
	Iteration 11Q: 3 clusters Score -204953.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -204970.187500 Penalty: 3710.012695
	Iteration 12Q: 3 clusters Score -204970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -204976.890625 Penalty: 3710.012695
	Iteration 13Q: 3 clusters Score -204976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -204982.328125 Penalty: 3710.012695
	Iteration 14Q: 3 clusters Score -204982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -204982.781250 Penalty: 3710.012695
	Iteration 15Q: 3 clusters Score -204982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -204984.140625 Penalty: 3710.012695
	Iteration 16Q: 3 clusters Score -204984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -204987.578125 Penalty: 3710.012695
	Iteration 17Q: 3 clusters Score -204987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -204990.250000 Penalty: 3710.012695
	Iteration 18Q: 3 clusters Score -204990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -204991.406250 Penalty: 3710.012695
	Iteration 19Q: 3 clusters Score -204991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -205007.265625 Penalty: 3710.012695
	Iteration 20F: 3 clusters Score -205007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -205031.859375 Penalty: 3710.012695
	Iteration 21Q: 3 clusters Score -205031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -205045.750000 Penalty: 3710.012695
	Iteration 22Q: 3 clusters Score -205045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -205066.484375 Penalty: 3710.012695
	Iteration 23Q: 3 clusters Score -205066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -205079.734375 Penalty: 3710.012695
	Iteration 24Q: 3 clusters Score -205079.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -205092.593750 Penalty: 3710.012695
	Iteration 25Q: 3 clusters Score -205092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -205100.718750 Penalty: 3710.012695
	Iteration 26Q: 3 clusters Score -205100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -205110.734375 Penalty: 3710.012695
	Iteration 27Q: 3 clusters Score -205110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -205115.187500 Penalty: 3710.012695
	Iteration 28Q: 3 clusters Score -205115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -205115.187500 Penalty: 3710.012695
	Iteration 29F: 3 clusters Score -205115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -154084.390625 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -154084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151957.421875 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -151957.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152303.062500 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -152303.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152418.500000 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -152418.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152471.343750 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -152471.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152509.437500 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -152509.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152534.890625 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -152534.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152562.343750 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -152562.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152598.828125 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -152598.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152635.390625 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -152635.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152666.312500 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -152666.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152692.515625 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -152692.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152712.125000 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -152712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152720.859375 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -152720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152735.750000 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -152735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152751.109375 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -152751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152763.546875 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -152763.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152781.109375 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -152781.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152797.000000 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -152797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152809.640625 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -152809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152819.125000 Penalty: 3550.236816
	Iteration 19Q: 3 clusters Score -152819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152827.312500 Penalty: 3550.236816
	Iteration 20F: 3 clusters Score -152827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152838.062500 Penalty: 3550.236816
	Iteration 21Q: 3 clusters Score -152838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152849.406250 Penalty: 3550.236816
	Iteration 22Q: 3 clusters Score -152849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152855.312500 Penalty: 3550.236816
	Iteration 23Q: 3 clusters Score -152855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152856.625000 Penalty: 3550.236816
	Iteration 24Q: 3 clusters Score -152856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152856.625000 Penalty: 3550.236816
	Iteration 25F: 3 clusters Score -152856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1267526.625000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1267527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1259818.625000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1259819 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1261951.000000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1261951 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1262327.250000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1262327 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1262667.625000 Penalty: 4570.111328
	Iteration 3F: 3 clusters Score -1262668 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1263022.125000 Penalty: 4570.111328
	Iteration 4F: 3 clusters Score -1263022 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1263435.625000 Penalty: 4570.111328
	Iteration 5F: 3 clusters Score -1263436 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1263854.250000 Penalty: 4570.111328
	Iteration 6F: 3 clusters Score -1263854 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1264224.000000 Penalty: 4570.111328
	Iteration 7F: 3 clusters Score -1264224 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1264565.250000 Penalty: 4570.111328
	Iteration 8F: 3 clusters Score -1264565 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1264888.000000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1264888 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1265150.000000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1265150 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1265364.875000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1265365 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1265550.000000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1265550 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1265677.125000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1265677 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1265754.750000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1265755 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1265797.125000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1265797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1265822.000000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1265822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1265858.375000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1265858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1265884.000000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1265884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1265910.875000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1265911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1265929.625000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1265930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1265944.125000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1265944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1265958.500000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1265958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1265960.000000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1265960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1265965.625000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1265966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1265972.250000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1265972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1265979.250000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1265979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1265988.875000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1265989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1265991.500000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1265992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1265995.500000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1265996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1265998.750000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1265999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1266000.500000 Penalty: 4570.111328
	Iteration 31Q: 3 clusters Score -1266000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1266004.125000 Penalty: 4570.111328
	Iteration 32Q: 3 clusters Score -1266004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1266006.125000 Penalty: 4570.111328
	Iteration 33Q: 3 clusters Score -1266006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1266008.250000 Penalty: 4570.111328
	Iteration 34Q: 3 clusters Score -1266008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1266007.750000 Penalty: 4570.111328
	Iteration 35Q: 3 clusters Score -1266008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1266006.375000 Penalty: 4570.111328
	Iteration 36Q: 3 clusters Score -1266006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1266011.625000 Penalty: 4570.111328
	Iteration 37Q: 3 clusters Score -1266012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1266010.000000 Penalty: 4570.111328
	Iteration 38Q: 3 clusters Score -1266010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1266009.000000 Penalty: 4570.111328
	Iteration 39Q: 3 clusters Score -1266009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1266008.750000 Penalty: 4570.111328
	Iteration 40F: 3 clusters Score -1266009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1266010.125000 Penalty: 4570.111328
	Iteration 41Q: 3 clusters Score -1266010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1266012.750000 Penalty: 4570.111328
	Iteration 42Q: 3 clusters Score -1266013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1266013.625000 Penalty: 4570.111328
	Iteration 43Q: 3 clusters Score -1266014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1266013.000000 Penalty: 4570.111328
	Iteration 44Q: 3 clusters Score -1266013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1266012.375000 Penalty: 4570.111328
	Iteration 45Q: 3 clusters Score -1266012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1266012.375000 Penalty: 4570.111328
	Iteration 46F: 3 clusters Score -1266012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Entering Unmasked Estep 
Score: -6799619.500000 Penalty: 2711.569824
	Iteration 0F: 2 clusters Score -6799620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6761799.000000 Penalty: 5423.139648
	Iteration 0F: 3 clusters Score -6761799 nChanged 26020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6776272.000000 Penalty: 5423.139648
	Iteration 1F: 3 clusters Score -6776272 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6776733.500000 Penalty: 5423.139648
	Iteration 2Q: 3 clusters Score -6776734 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -6777144.000000 Penalty: 5423.139648
	Iteration 3Q: 3 clusters Score -6777144 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6777484.500000 Penalty: 5423.139648
	Iteration 4Q: 3 clusters Score -6777484 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -6777734.000000 Penalty: 5423.139648
	Iteration 5Q: 3 clusters Score -6777734 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -6778057.000000 Penalty: 5423.139648
	Iteration 6Q: 3 clusters Score -6778057 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6778302.000000 Penalty: 5423.139648
	Iteration 7Q: 3 clusters Score -6778302 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -6778591.500000 Penalty: 5423.139648
	Iteration 8Q: 3 clusters Score -6778592 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -6778899.500000 Penalty: 5423.139648
	Iteration 9Q: 3 clusters Score -6778900 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6779241.000000 Penalty: 5423.139648
	Iteration 10Q: 3 clusters Score -6779241 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6779628.000000 Penalty: 5423.139648
	Iteration 11Q: 3 clusters Score -6779628 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -6780223.000000 Penalty: 5423.139648
	Iteration 12Q: 3 clusters Score -6780223 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -6780937.500000 Penalty: 5423.139648
	Iteration 13Q: 3 clusters Score -6780938 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -6781854.500000 Penalty: 5423.139648
	Iteration 14Q: 3 clusters Score -6781854 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -6783184.500000 Penalty: 5423.139648
	Iteration 15Q: 3 clusters Score -6783184 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -6784773.000000 Penalty: 5423.139648
	Iteration 16Q: 3 clusters Score -6784773 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -6786253.000000 Penalty: 5423.139648
	Iteration 17Q: 3 clusters Score -6786253 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -6787320.500000 Penalty: 5423.139648
	Iteration 18Q: 3 clusters Score -6787320 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -6787788.000000 Penalty: 5423.139648
	Iteration 19Q: 3 clusters Score -6787788 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6787997.000000 Penalty: 5423.139648
	Iteration 20F: 3 clusters Score -6787997 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -6788180.000000 Penalty: 5423.139648
	Iteration 21Q: 3 clusters Score -6788180 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6788331.500000 Penalty: 5423.139648
	Iteration 22Q: 3 clusters Score -6788332 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -6788462.500000 Penalty: 5423.139648
	Iteration 23Q: 3 clusters Score -6788462 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6788616.000000 Penalty: 5423.139648
	Iteration 24Q: 3 clusters Score -6788616 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -6788794.000000 Penalty: 5423.139648
	Iteration 25Q: 3 clusters Score -6788794 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -6788964.500000 Penalty: 5423.139648
	Iteration 26Q: 3 clusters Score -6788964 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -6789144.500000 Penalty: 5423.139648
	Iteration 27Q: 3 clusters Score -6789144 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -6789361.500000 Penalty: 5423.139648
	Iteration 28Q: 3 clusters Score -6789362 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -6789655.500000 Penalty: 5423.139648
	Iteration 29Q: 3 clusters Score -6789656 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -6789960.500000 Penalty: 5423.139648
	Iteration 30Q: 3 clusters Score -6789960 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -6790302.000000 Penalty: 5423.139648
	Iteration 31Q: 3 clusters Score -6790302 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -6790752.500000 Penalty: 5423.139648
	Iteration 32Q: 3 clusters Score -6790752 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -6791337.500000 Penalty: 5423.139648
	Iteration 33Q: 3 clusters Score -6791338 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -6791911.000000 Penalty: 5423.139648
	Iteration 34Q: 3 clusters Score -6791911 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -6792505.000000 Penalty: 5423.139648
	Iteration 35Q: 3 clusters Score -6792505 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6793019.500000 Penalty: 5423.139648
	Iteration 36Q: 3 clusters Score -6793020 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -6793574.000000 Penalty: 5423.139648
	Iteration 37Q: 3 clusters Score -6793574 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -6794092.500000 Penalty: 5423.139648
	Iteration 38Q: 3 clusters Score -6794092 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6794566.000000 Penalty: 5423.139648
	Iteration 39Q: 3 clusters Score -6794566 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -6795017.000000 Penalty: 5423.139648
	Iteration 40F: 3 clusters Score -6795017 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -6795442.000000 Penalty: 5423.139648
	Iteration 41Q: 3 clusters Score -6795442 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6795806.000000 Penalty: 5423.139648
	Iteration 42Q: 3 clusters Score -6795806 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -6796067.500000 Penalty: 5423.139648
	Iteration 43Q: 3 clusters Score -6796068 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -6796294.000000 Penalty: 5423.139648
	Iteration 44Q: 3 clusters Score -6796294 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6796509.000000 Penalty: 5423.139648
	Iteration 45Q: 3 clusters Score -6796509 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -6796736.500000 Penalty: 5423.139648
	Iteration 46Q: 3 clusters Score -6796736 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6796922.000000 Penalty: 5423.139648
	Iteration 47Q: 3 clusters Score -6796922 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -6797111.000000 Penalty: 5423.139648
	Iteration 48Q: 3 clusters Score -6797111 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6797272.500000 Penalty: 5423.139648
	Iteration 49Q: 3 clusters Score -6797272 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6797362.500000 Penalty: 5423.139648
	Iteration 50Q: 3 clusters Score -6797362 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6797455.000000 Penalty: 5423.139648
	Iteration 51Q: 3 clusters Score -6797455 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6797540.000000 Penalty: 5423.139648
	Iteration 52Q: 3 clusters Score -6797540 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -6797577.000000 Penalty: 5423.139648
	Iteration 53Q: 3 clusters Score -6797577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -6797630.500000 Penalty: 5423.139648
	Iteration 54Q: 3 clusters Score -6797630 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -6797660.000000 Penalty: 5423.139648
	Iteration 55Q: 3 clusters Score -6797660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -6797697.000000 Penalty: 5423.139648
	Iteration 56Q: 3 clusters Score -6797697 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -6797730.500000 Penalty: 5423.139648
	Iteration 57Q: 3 clusters Score -6797730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -6797738.000000 Penalty: 5423.139648
	Iteration 58Q: 3 clusters Score -6797738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -6797733.000000 Penalty: 5423.139648
	Iteration 59Q: 3 clusters Score -6797733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -6797746.000000 Penalty: 5423.139648
	Iteration 60F: 3 clusters Score -6797746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6797754.500000 Penalty: 5423.139648
	Iteration 61Q: 3 clusters Score -6797754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -6797769.500000 Penalty: 5423.139648
	Iteration 62Q: 3 clusters Score -6797770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -6797775.500000 Penalty: 5423.139648
	Iteration 63Q: 3 clusters Score -6797776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -6797793.000000 Penalty: 5423.139648
	Iteration 64Q: 3 clusters Score -6797793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -6797797.500000 Penalty: 5423.139648
	Iteration 65Q: 3 clusters Score -6797798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -6797788.500000 Penalty: 5423.139648
	Iteration 66Q: 3 clusters Score -6797788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6797802.000000 Penalty: 5423.139648
	Iteration 67Q: 3 clusters Score -6797802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -6797817.500000 Penalty: 5423.139648
	Iteration 68Q: 3 clusters Score -6797818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -6797825.000000 Penalty: 5423.139648
	Iteration 69Q: 3 clusters Score -6797825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6797817.000000 Penalty: 5423.139648
	Iteration 70Q: 3 clusters Score -6797817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -6797837.000000 Penalty: 5423.139648
	Iteration 71Q: 3 clusters Score -6797837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6797828.500000 Penalty: 5423.139648
	Iteration 72Q: 3 clusters Score -6797828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -6797836.000000 Penalty: 5423.139648
	Iteration 73Q: 3 clusters Score -6797836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -6797841.000000 Penalty: 5423.139648
	Iteration 74Q: 3 clusters Score -6797841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6797848.000000 Penalty: 5423.139648
	Iteration 75Q: 3 clusters Score -6797848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -6797852.500000 Penalty: 5423.139648
	Iteration 76Q: 3 clusters Score -6797852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6797852.000000 Penalty: 5423.139648
	Iteration 77Q: 3 clusters Score -6797852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -6797847.000000 Penalty: 5423.139648
	Iteration 78Q: 3 clusters Score -6797847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -6797855.000000 Penalty: 5423.139648
	Iteration 79Q: 3 clusters Score -6797855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -6797841.000000 Penalty: 5423.139648
	Iteration 80F: 3 clusters Score -6797841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -6797836.500000 Penalty: 5423.139648
	Iteration 81Q: 3 clusters Score -6797836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -6797836.500000 Penalty: 5423.139648
	Iteration 82F: 3 clusters Score -6797836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202188 members 
Entering Unmasked Estep 
Score: -25346458.000000 Penalty: 3029.804443
	Iteration 0F: 2 clusters Score -2.534646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -25221004.000000 Penalty: 6059.608887
	Iteration 0F: 3 clusters Score -2.5221e+07 nChanged 97291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -25277828.000000 Penalty: 6059.608887
	Iteration 1F: 3 clusters Score -2.527783e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -25278408.000000 Penalty: 6059.608887
	Iteration 2Q: 3 clusters Score -2.527841e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -25279212.000000 Penalty: 6059.608887
	Iteration 3Q: 3 clusters Score -2.527921e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109674 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -25280474.000000 Penalty: 6059.608887
	Iteration 4Q: 3 clusters Score -2.528047e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -25282302.000000 Penalty: 6059.608887
	Iteration 5Q: 3 clusters Score -2.52823e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121657 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -25285264.000000 Penalty: 6059.608887
	Iteration 6Q: 3 clusters Score -2.528526e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132182 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -25291214.000000 Penalty: 6059.608887
	Iteration 7F: 3 clusters Score -2.529121e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -25301574.000000 Penalty: 6059.608887
	Iteration 8F: 3 clusters Score -2.530157e+07 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -25315234.000000 Penalty: 6059.608887
	Iteration 9F: 3 clusters Score -2.531523e+07 nChanged 16605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -25327938.000000 Penalty: 6059.608887
	Iteration 10F: 3 clusters Score -2.532794e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191715 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -25335858.000000 Penalty: 6059.608887
	Iteration 11F: 3 clusters Score -2.533586e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -25339958.000000 Penalty: 6059.608887
	Iteration 12Q: 3 clusters Score -2.533996e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -25341984.000000 Penalty: 6059.608887
	Iteration 13Q: 3 clusters Score -2.534198e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201066 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -25342812.000000 Penalty: 6059.608887
	Iteration 14Q: 3 clusters Score -2.534281e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201473 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -25343172.000000 Penalty: 6059.608887
	Iteration 15Q: 3 clusters Score -2.534317e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201628 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25343382.000000 Penalty: 6059.608887
	Iteration 16Q: 3 clusters Score -2.534338e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201710 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -25343482.000000 Penalty: 6059.608887
	Iteration 17Q: 3 clusters Score -2.534348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201752 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -25343522.000000 Penalty: 6059.608887
	Iteration 18Q: 3 clusters Score -2.534352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -25343564.000000 Penalty: 6059.608887
	Iteration 19Q: 3 clusters Score -2.534356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25343594.000000 Penalty: 6059.608887
	Iteration 20F: 3 clusters Score -2.534359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201810 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25343632.000000 Penalty: 6059.608887
	Iteration 21Q: 3 clusters Score -2.534363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25343666.000000 Penalty: 6059.608887
	Iteration 22Q: 3 clusters Score -2.534367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25343656.000000 Penalty: 6059.608887
	Iteration 23Q: 3 clusters Score -2.534366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201817 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25343666.000000 Penalty: 6059.608887
	Iteration 24Q: 3 clusters Score -2.534367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25343662.000000 Penalty: 6059.608887
	Iteration 25Q: 3 clusters Score -2.534366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201822 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25343674.000000 Penalty: 6059.608887
	Iteration 26Q: 3 clusters Score -2.534367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201822 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25343680.000000 Penalty: 6059.608887
	Iteration 27Q: 3 clusters Score -2.534368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201823 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25343670.000000 Penalty: 6059.608887
	Iteration 28Q: 3 clusters Score -2.534367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201825 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -25343676.000000 Penalty: 6059.608887
	Iteration 29Q: 3 clusters Score -2.534368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201827 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -25343666.000000 Penalty: 6059.608887
	Iteration 30Q: 3 clusters Score -2.534367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25343684.000000 Penalty: 6059.608887
	Iteration 31Q: 3 clusters Score -2.534368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201834 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25343668.000000 Penalty: 6059.608887
	Iteration 32Q: 3 clusters Score -2.534367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201835 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25343660.000000 Penalty: 6059.608887
	Iteration 33Q: 3 clusters Score -2.534366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201834 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25343658.000000 Penalty: 6059.608887
	Iteration 34Q: 3 clusters Score -2.534366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201833 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25343656.000000 Penalty: 6059.608887
	Iteration 35Q: 3 clusters Score -2.534366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201833 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25343656.000000 Penalty: 6059.608887
	Iteration 36F: 3 clusters Score -2.534366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 268 members 
Entering Unmasked Estep 
Score: -64552.597656 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64552.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64722.058594 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64722.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64757.585938 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64757.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64782.527344 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64782.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64788.773438 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64788.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64788.773438 Penalty: 3120.618408
	Iteration 5F: 3 clusters Score -64788.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104420.953125 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104421 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104964.429688 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104964.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105245.476562 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105245.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105510.632812 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105510.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105694.906250 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -105694.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105830.984375 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -105831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105892.007812 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -105892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105928.296875 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -105928.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105943.828125 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -105943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105961.312500 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -105961.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105979.703125 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -105979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106000.148438 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -106000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106017.000000 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -106017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -106037.382812 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -106037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106063.257812 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -106063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106080.945312 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -106080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106093.875000 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -106093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106106.671875 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -106106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106119.757812 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -106119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106130.960938 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -106131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106135.789062 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -106135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106136.750000 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -106136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106136.750000 Penalty: 3421.762451
	Iteration 22F: 3 clusters Score -106136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Entering Unmasked Estep 
Score: -1737224.750000 Penalty: 2362.001953
	Iteration 0F: 2 clusters Score -1737225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1727227.250000 Penalty: 4724.003906
	Iteration 0F: 3 clusters Score -1727227 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1730343.000000 Penalty: 4724.003906
	Iteration 1F: 3 clusters Score -1730343 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1730685.875000 Penalty: 4724.003906
	Iteration 2F: 3 clusters Score -1730686 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1730919.375000 Penalty: 4724.003906
	Iteration 3Q: 3 clusters Score -1730919 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1731087.625000 Penalty: 4724.003906
	Iteration 4Q: 3 clusters Score -1731088 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1731251.375000 Penalty: 4724.003906
	Iteration 5Q: 3 clusters Score -1731251 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1731404.125000 Penalty: 4724.003906
	Iteration 6Q: 3 clusters Score -1731404 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1731551.000000 Penalty: 4724.003906
	Iteration 7Q: 3 clusters Score -1731551 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1731725.375000 Penalty: 4724.003906
	Iteration 8Q: 3 clusters Score -1731725 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1731913.500000 Penalty: 4724.003906
	Iteration 9Q: 3 clusters Score -1731914 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1732137.875000 Penalty: 4724.003906
	Iteration 10Q: 3 clusters Score -1732138 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1732443.750000 Penalty: 4724.003906
	Iteration 11Q: 3 clusters Score -1732444 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1732780.250000 Penalty: 4724.003906
	Iteration 12Q: 3 clusters Score -1732780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1733193.875000 Penalty: 4724.003906
	Iteration 13Q: 3 clusters Score -1733194 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1733666.750000 Penalty: 4724.003906
	Iteration 14Q: 3 clusters Score -1733667 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1734084.875000 Penalty: 4724.003906
	Iteration 15Q: 3 clusters Score -1734085 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1734394.250000 Penalty: 4724.003906
	Iteration 16Q: 3 clusters Score -1734394 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1734603.375000 Penalty: 4724.003906
	Iteration 17Q: 3 clusters Score -1734603 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1734719.875000 Penalty: 4724.003906
	Iteration 18Q: 3 clusters Score -1734720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1734784.000000 Penalty: 4724.003906
	Iteration 19Q: 3 clusters Score -1734784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1734837.000000 Penalty: 4724.003906
	Iteration 20F: 3 clusters Score -1734837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1734869.875000 Penalty: 4724.003906
	Iteration 21Q: 3 clusters Score -1734870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1734892.375000 Penalty: 4724.003906
	Iteration 22Q: 3 clusters Score -1734892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1734911.500000 Penalty: 4724.003906
	Iteration 23Q: 3 clusters Score -1734912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1734930.125000 Penalty: 4724.003906
	Iteration 24Q: 3 clusters Score -1734930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1734947.375000 Penalty: 4724.003906
	Iteration 25Q: 3 clusters Score -1734947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1734965.250000 Penalty: 4724.003906
	Iteration 26Q: 3 clusters Score -1734965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1734981.125000 Penalty: 4724.003906
	Iteration 27Q: 3 clusters Score -1734981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1734996.375000 Penalty: 4724.003906
	Iteration 28Q: 3 clusters Score -1734996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1735005.875000 Penalty: 4724.003906
	Iteration 29Q: 3 clusters Score -1735006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1735009.375000 Penalty: 4724.003906
	Iteration 30Q: 3 clusters Score -1735009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1735017.750000 Penalty: 4724.003906
	Iteration 31Q: 3 clusters Score -1735018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1735023.000000 Penalty: 4724.003906
	Iteration 32Q: 3 clusters Score -1735023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1735035.125000 Penalty: 4724.003906
	Iteration 33Q: 3 clusters Score -1735035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1735040.750000 Penalty: 4724.003906
	Iteration 34Q: 3 clusters Score -1735041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1735040.875000 Penalty: 4724.003906
	Iteration 35Q: 3 clusters Score -1735041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1735041.500000 Penalty: 4724.003906
	Iteration 36Q: 3 clusters Score -1735042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1735042.125000 Penalty: 4724.003906
	Iteration 37Q: 3 clusters Score -1735042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1735051.375000 Penalty: 4724.003906
	Iteration 38Q: 3 clusters Score -1735051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1735055.625000 Penalty: 4724.003906
	Iteration 39Q: 3 clusters Score -1735056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1735060.125000 Penalty: 4724.003906
	Iteration 40F: 3 clusters Score -1735060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1735066.750000 Penalty: 4724.003906
	Iteration 41Q: 3 clusters Score -1735067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1735069.750000 Penalty: 4724.003906
	Iteration 42Q: 3 clusters Score -1735070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1735076.000000 Penalty: 4724.003906
	Iteration 43Q: 3 clusters Score -1735076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1735076.000000 Penalty: 4724.003906
	Iteration 44Q: 3 clusters Score -1735076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1735075.750000 Penalty: 4724.003906
	Iteration 45Q: 3 clusters Score -1735076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1735079.250000 Penalty: 4724.003906
	Iteration 46Q: 3 clusters Score -1735079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1735082.250000 Penalty: 4724.003906
	Iteration 47Q: 3 clusters Score -1735082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1735084.500000 Penalty: 4724.003906
	Iteration 48Q: 3 clusters Score -1735084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1735084.500000 Penalty: 4724.003906
	Iteration 49Q: 3 clusters Score -1735084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1735090.125000 Penalty: 4724.003906
	Iteration 50Q: 3 clusters Score -1735090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1735097.000000 Penalty: 4724.003906
	Iteration 51Q: 3 clusters Score -1735097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1735103.875000 Penalty: 4724.003906
	Iteration 52Q: 3 clusters Score -1735104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1735106.875000 Penalty: 4724.003906
	Iteration 53Q: 3 clusters Score -1735107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1735108.125000 Penalty: 4724.003906
	Iteration 54Q: 3 clusters Score -1735108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1735109.000000 Penalty: 4724.003906
	Iteration 55Q: 3 clusters Score -1735109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1735112.125000 Penalty: 4724.003906
	Iteration 56Q: 3 clusters Score -1735112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1735113.750000 Penalty: 4724.003906
	Iteration 57Q: 3 clusters Score -1735114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1735114.500000 Penalty: 4724.003906
	Iteration 58Q: 3 clusters Score -1735114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1735113.000000 Penalty: 4724.003906
	Iteration 59Q: 3 clusters Score -1735113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1735116.750000 Penalty: 4724.003906
	Iteration 60F: 3 clusters Score -1735117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1735119.625000 Penalty: 4724.003906
	Iteration 61Q: 3 clusters Score -1735120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1735122.500000 Penalty: 4724.003906
	Iteration 62Q: 3 clusters Score -1735122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1735121.625000 Penalty: 4724.003906
	Iteration 63Q: 3 clusters Score -1735122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1735129.500000 Penalty: 4724.003906
	Iteration 64Q: 3 clusters Score -1735130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1735130.500000 Penalty: 4724.003906
	Iteration 65Q: 3 clusters Score -1735130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1735132.750000 Penalty: 4724.003906
	Iteration 66Q: 3 clusters Score -1735133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1735135.000000 Penalty: 4724.003906
	Iteration 67Q: 3 clusters Score -1735135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1735135.000000 Penalty: 4724.003906
	Iteration 68Q: 3 clusters Score -1735135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1735136.500000 Penalty: 4724.003906
	Iteration 69Q: 3 clusters Score -1735136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1735137.750000 Penalty: 4724.003906
	Iteration 70Q: 3 clusters Score -1735138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1735137.750000 Penalty: 4724.003906
	Iteration 71F: 3 clusters Score -1735138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Entering Unmasked Estep 
Score: -20704832.000000 Penalty: 2978.857422
	Iteration 0F: 2 clusters Score -2.070483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -20599804.000000 Penalty: 5957.714844
	Iteration 0F: 3 clusters Score -2.05998e+07 nChanged 78513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -20645126.000000 Penalty: 5957.714844
	Iteration 1F: 3 clusters Score -2.064513e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -20646196.000000 Penalty: 5957.714844
	Iteration 2Q: 3 clusters Score -2.06462e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -20647150.000000 Penalty: 5957.714844
	Iteration 3Q: 3 clusters Score -2.064715e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -20648092.000000 Penalty: 5957.714844
	Iteration 4Q: 3 clusters Score -2.064809e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -20649256.000000 Penalty: 5957.714844
	Iteration 5Q: 3 clusters Score -2.064926e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -20650878.000000 Penalty: 5957.714844
	Iteration 6Q: 3 clusters Score -2.065088e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -20652642.000000 Penalty: 5957.714844
	Iteration 7Q: 3 clusters Score -2.065264e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -20655048.000000 Penalty: 5957.714844
	Iteration 8Q: 3 clusters Score -2.065505e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -20658542.000000 Penalty: 5957.714844
	Iteration 9Q: 3 clusters Score -2.065854e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -20663496.000000 Penalty: 5957.714844
	Iteration 10Q: 3 clusters Score -2.06635e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -20670030.000000 Penalty: 5957.714844
	Iteration 11F: 3 clusters Score -2.067003e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -20677034.000000 Penalty: 5957.714844
	Iteration 12F: 3 clusters Score -2.067703e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -20682496.000000 Penalty: 5957.714844
	Iteration 13F: 3 clusters Score -2.06825e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -20685314.000000 Penalty: 5957.714844
	Iteration 14Q: 3 clusters Score -2.068531e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -20686580.000000 Penalty: 5957.714844
	Iteration 15Q: 3 clusters Score -2.068658e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -20687518.000000 Penalty: 5957.714844
	Iteration 16Q: 3 clusters Score -2.068752e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -20688022.000000 Penalty: 5957.714844
	Iteration 17Q: 3 clusters Score -2.068802e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -20688508.000000 Penalty: 5957.714844
	Iteration 18Q: 3 clusters Score -2.068851e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 103096 members 
Entering Unmasked Estep 
Score: -20689044.000000 Penalty: 5957.714844
	Iteration 19Q: 3 clusters Score -2.068904e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -20689628.000000 Penalty: 5957.714844
	Iteration 20F: 3 clusters Score -2.068963e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -20689968.000000 Penalty: 5957.714844
	Iteration 21Q: 3 clusters Score -2.068997e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -20690414.000000 Penalty: 5957.714844
	Iteration 22Q: 3 clusters Score -2.069041e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -20690926.000000 Penalty: 5957.714844
	Iteration 23Q: 3 clusters Score -2.069093e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 104933 members 
Entering Unmasked Estep 
Score: -20691448.000000 Penalty: 5957.714844
	Iteration 24Q: 3 clusters Score -2.069145e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 105208 members 
Entering Unmasked Estep 
Score: -20691824.000000 Penalty: 5957.714844
	Iteration 25Q: 3 clusters Score -2.069182e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -20692210.000000 Penalty: 5957.714844
	Iteration 26Q: 3 clusters Score -2.069221e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -20692610.000000 Penalty: 5957.714844
	Iteration 27Q: 3 clusters Score -2.069261e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -20692868.000000 Penalty: 5957.714844
	Iteration 28Q: 3 clusters Score -2.069287e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -20693098.000000 Penalty: 5957.714844
	Iteration 29Q: 3 clusters Score -2.06931e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -20693206.000000 Penalty: 5957.714844
	Iteration 30Q: 3 clusters Score -2.069321e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -20693468.000000 Penalty: 5957.714844
	Iteration 31Q: 3 clusters Score -2.069347e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -20693706.000000 Penalty: 5957.714844
	Iteration 32Q: 3 clusters Score -2.069371e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -20693796.000000 Penalty: 5957.714844
	Iteration 33Q: 3 clusters Score -2.06938e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 107926 members 
Entering Unmasked Estep 
Score: -20693860.000000 Penalty: 5957.714844
	Iteration 34Q: 3 clusters Score -2.069386e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -20694010.000000 Penalty: 5957.714844
	Iteration 35Q: 3 clusters Score -2.069401e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -20694184.000000 Penalty: 5957.714844
	Iteration 36Q: 3 clusters Score -2.069418e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -20694276.000000 Penalty: 5957.714844
	Iteration 37Q: 3 clusters Score -2.069428e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -20694306.000000 Penalty: 5957.714844
	Iteration 38Q: 3 clusters Score -2.069431e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 109965 members 
Entering Unmasked Estep 
Score: -20694414.000000 Penalty: 5957.714844
	Iteration 39Q: 3 clusters Score -2.069441e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -20694428.000000 Penalty: 5957.714844
	Iteration 40F: 3 clusters Score -2.069443e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -20694526.000000 Penalty: 5957.714844
	Iteration 41Q: 3 clusters Score -2.069453e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -20694628.000000 Penalty: 5957.714844
	Iteration 42Q: 3 clusters Score -2.069463e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -20694804.000000 Penalty: 5957.714844
	Iteration 43Q: 3 clusters Score -2.06948e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -20694826.000000 Penalty: 5957.714844
	Iteration 44Q: 3 clusters Score -2.069483e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -20694964.000000 Penalty: 5957.714844
	Iteration 45Q: 3 clusters Score -2.069496e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -20695046.000000 Penalty: 5957.714844
	Iteration 46Q: 3 clusters Score -2.069505e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -20695166.000000 Penalty: 5957.714844
	Iteration 47Q: 3 clusters Score -2.069517e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -20695236.000000 Penalty: 5957.714844
	Iteration 48Q: 3 clusters Score -2.069524e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -20695222.000000 Penalty: 5957.714844
	Iteration 49Q: 3 clusters Score -2.069522e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -20695206.000000 Penalty: 5957.714844
	Iteration 50Q: 3 clusters Score -2.069521e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 116494 members 
Entering Unmasked Estep 
Score: -20695246.000000 Penalty: 5957.714844
	Iteration 51Q: 3 clusters Score -2.069525e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -20695314.000000 Penalty: 5957.714844
	Iteration 52Q: 3 clusters Score -2.069531e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -20695350.000000 Penalty: 5957.714844
	Iteration 53Q: 3 clusters Score -2.069535e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -20695458.000000 Penalty: 5957.714844
	Iteration 54Q: 3 clusters Score -2.069546e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -20695536.000000 Penalty: 5957.714844
	Iteration 55Q: 3 clusters Score -2.069554e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -20695656.000000 Penalty: 5957.714844
	Iteration 56Q: 3 clusters Score -2.069566e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -20695708.000000 Penalty: 5957.714844
	Iteration 57Q: 3 clusters Score -2.069571e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 121364 members 
Entering Unmasked Estep 
Score: -20695874.000000 Penalty: 5957.714844
	Iteration 58Q: 3 clusters Score -2.069587e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 122243 members 
Entering Unmasked Estep 
Score: -20695966.000000 Penalty: 5957.714844
	Iteration 59Q: 3 clusters Score -2.069597e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 123169 members 
Entering Unmasked Estep 
Score: -20696084.000000 Penalty: 5957.714844
	Iteration 60F: 3 clusters Score -2.069608e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -20696198.000000 Penalty: 5957.714844
	Iteration 61Q: 3 clusters Score -2.06962e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -20696448.000000 Penalty: 5957.714844
	Iteration 62Q: 3 clusters Score -2.069645e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 126429 members 
Entering Unmasked Estep 
Score: -20696604.000000 Penalty: 5957.714844
	Iteration 63Q: 3 clusters Score -2.06966e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 127741 members 
Entering Unmasked Estep 
Score: -20696870.000000 Penalty: 5957.714844
	Iteration 64Q: 3 clusters Score -2.069687e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 129096 members 
Entering Unmasked Estep 
Score: -20697110.000000 Penalty: 5957.714844
	Iteration 65Q: 3 clusters Score -2.069711e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 130545 members 
Entering Unmasked Estep 
Score: -20697436.000000 Penalty: 5957.714844
	Iteration 66Q: 3 clusters Score -2.069744e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -20697690.000000 Penalty: 5957.714844
	Iteration 67Q: 3 clusters Score -2.069769e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -20698036.000000 Penalty: 5957.714844
	Iteration 68Q: 3 clusters Score -2.069804e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 135117 members 
Entering Unmasked Estep 
Score: -20698412.000000 Penalty: 5957.714844
	Iteration 69Q: 3 clusters Score -2.069841e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -20698700.000000 Penalty: 5957.714844
	Iteration 70Q: 3 clusters Score -2.06987e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -20699068.000000 Penalty: 5957.714844
	Iteration 71Q: 3 clusters Score -2.069907e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -20699532.000000 Penalty: 5957.714844
	Iteration 72Q: 3 clusters Score -2.069953e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 141642 members 
Entering Unmasked Estep 
Score: -20700032.000000 Penalty: 5957.714844
	Iteration 73Q: 3 clusters Score -2.070003e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -20700540.000000 Penalty: 5957.714844
	Iteration 74Q: 3 clusters Score -2.070054e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -20701010.000000 Penalty: 5957.714844
	Iteration 75Q: 3 clusters Score -2.070101e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -20701338.000000 Penalty: 5957.714844
	Iteration 76Q: 3 clusters Score -2.070134e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 148184 members 
Entering Unmasked Estep 
Score: -20701708.000000 Penalty: 5957.714844
	Iteration 77Q: 3 clusters Score -2.070171e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 149742 members 
Entering Unmasked Estep 
Score: -20702078.000000 Penalty: 5957.714844
	Iteration 78Q: 3 clusters Score -2.070208e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 151257 members 
Entering Unmasked Estep 
Score: -20702414.000000 Penalty: 5957.714844
	Iteration 79Q: 3 clusters Score -2.070241e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -20702634.000000 Penalty: 5957.714844
	Iteration 80F: 3 clusters Score -2.070263e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -20702728.000000 Penalty: 5957.714844
	Iteration 81Q: 3 clusters Score -2.070273e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -20702912.000000 Penalty: 5957.714844
	Iteration 82Q: 3 clusters Score -2.070291e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 156226 members 
Entering Unmasked Estep 
Score: -20702962.000000 Penalty: 5957.714844
	Iteration 83Q: 3 clusters Score -2.070296e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -20702996.000000 Penalty: 5957.714844
	Iteration 84Q: 3 clusters Score -2.0703e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -20702992.000000 Penalty: 5957.714844
	Iteration 85Q: 3 clusters Score -2.070299e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -20703012.000000 Penalty: 5957.714844
	Iteration 86Q: 3 clusters Score -2.070301e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -20703048.000000 Penalty: 5957.714844
	Iteration 87Q: 3 clusters Score -2.070305e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -20703074.000000 Penalty: 5957.714844
	Iteration 88Q: 3 clusters Score -2.070307e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 160277 members 
Entering Unmasked Estep 
Score: -20703152.000000 Penalty: 5957.714844
	Iteration 89Q: 3 clusters Score -2.070315e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 160675 members 
Entering Unmasked Estep 
Score: -20703144.000000 Penalty: 5957.714844
	Iteration 90Q: 3 clusters Score -2.070314e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 161042 members 
Entering Unmasked Estep 
Score: -20703104.000000 Penalty: 5957.714844
	Iteration 91Q: 3 clusters Score -2.07031e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 161353 members 
Entering Unmasked Estep 
Score: -20703088.000000 Penalty: 5957.714844
	Iteration 92Q: 3 clusters Score -2.070309e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -20703106.000000 Penalty: 5957.714844
	Iteration 93Q: 3 clusters Score -2.070311e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -20703120.000000 Penalty: 5957.714844
	Iteration 94Q: 3 clusters Score -2.070312e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 162002 members 
Entering Unmasked Estep 
Score: -20703108.000000 Penalty: 5957.714844
	Iteration 95Q: 3 clusters Score -2.070311e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -20703102.000000 Penalty: 5957.714844
	Iteration 96Q: 3 clusters Score -2.07031e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 162269 members 
Entering Unmasked Estep 
Score: -20703130.000000 Penalty: 5957.714844
	Iteration 97Q: 3 clusters Score -2.070313e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -20703120.000000 Penalty: 5957.714844
	Iteration 98Q: 3 clusters Score -2.070312e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -20703114.000000 Penalty: 5957.714844
	Iteration 99Q: 3 clusters Score -2.070311e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -20703098.000000 Penalty: 5957.714844
	Iteration 100F: 3 clusters Score -2.07031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 162522 members 
Entering Unmasked Estep 
Score: -20703104.000000 Penalty: 5957.714844
	Iteration 101Q: 3 clusters Score -2.07031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 162553 members 
Entering Unmasked Estep 
Score: -20703104.000000 Penalty: 5957.714844
	Iteration 102Q: 3 clusters Score -2.07031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 162574 members 
Entering Unmasked Estep 
Score: -20703114.000000 Penalty: 5957.714844
	Iteration 103Q: 3 clusters Score -2.070311e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 162603 members 
Entering Unmasked Estep 
Score: -20703120.000000 Penalty: 5957.714844
	Iteration 104Q: 3 clusters Score -2.070312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -20703086.000000 Penalty: 5957.714844
	Iteration 105Q: 3 clusters Score -2.070309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 162643 members 
Entering Unmasked Estep 
Score: -20703082.000000 Penalty: 5957.714844
	Iteration 106Q: 3 clusters Score -2.070308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
Score: -20703084.000000 Penalty: 5957.714844
	Iteration 107Q: 3 clusters Score -2.070308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -20703090.000000 Penalty: 5957.714844
	Iteration 108Q: 3 clusters Score -2.070309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -20703082.000000 Penalty: 5957.714844
	Iteration 109Q: 3 clusters Score -2.070308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -20703080.000000 Penalty: 5957.714844
	Iteration 110Q: 3 clusters Score -2.070308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -20703078.000000 Penalty: 5957.714844
	Iteration 111Q: 3 clusters Score -2.070308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -20703084.000000 Penalty: 5957.714844
	Iteration 112Q: 3 clusters Score -2.070308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 162731 members 
Entering Unmasked Estep 
Score: -20703082.000000 Penalty: 5957.714844
	Iteration 113Q: 3 clusters Score -2.070308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -20703080.000000 Penalty: 5957.714844
	Iteration 114Q: 3 clusters Score -2.070308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162736 members 
Entering Unmasked Estep 
Score: -20703076.000000 Penalty: 5957.714844
	Iteration 115Q: 3 clusters Score -2.070308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -20703080.000000 Penalty: 5957.714844
	Iteration 116Q: 3 clusters Score -2.070308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 162738 members 
Entering Unmasked Estep 
Score: -20703090.000000 Penalty: 5957.714844
	Iteration 117Q: 3 clusters Score -2.070309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -20703092.000000 Penalty: 5957.714844
	Iteration 118Q: 3 clusters Score -2.070309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -20703092.000000 Penalty: 5957.714844
	Iteration 119F: 3 clusters Score -2.070309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29249.234375 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29249.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29517.876953 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29517.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29700.906250 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29700.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30023.007812 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -30023.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30542.830078 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -30542.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31032.250000 Penalty: 2885.287109
	Iteration 5F: 3 clusters Score -31032.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31557.365234 Penalty: 2885.287109
	Iteration 6F: 3 clusters Score -31557.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31952.779297 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -31952.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31952.779297 Penalty: 2885.287109
	Iteration 8F: 3 clusters Score -31952.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46475 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 9 contains 56036 members 
Mstep: Class 10 contains 202188 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13687 members 
Mstep: Class 14 contains 164641 members 
Mstep: Class 15 contains 162 members 
Mstep: Class 16 contains 157132 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21053 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165353 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 174 members 
Entering Unmasked Estep 
Score: -105736296.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105736616.000000 to -105736296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (157132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Entering Unmasked Estep 
Score: -19844018.000000 Penalty: 2967.280762
	Iteration 0F: 2 clusters Score -1.984402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -19741796.000000 Penalty: 5934.561523
	Iteration 0F: 3 clusters Score -1.97418e+07 nChanged 75262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -19786398.000000 Penalty: 5934.561523
	Iteration 1F: 3 clusters Score -1.97864e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -19788492.000000 Penalty: 5934.561523
	Iteration 2Q: 3 clusters Score -1.978849e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -19791518.000000 Penalty: 5934.561523
	Iteration 3Q: 3 clusters Score -1.979152e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -19796794.000000 Penalty: 5934.561523
	Iteration 4F: 3 clusters Score -1.979679e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -19804344.000000 Penalty: 5934.561523
	Iteration 5F: 3 clusters Score -1.980434e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -19814182.000000 Penalty: 5934.561523
	Iteration 6F: 3 clusters Score -1.981418e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -19823810.000000 Penalty: 5934.561523
	Iteration 7F: 3 clusters Score -1.982381e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -19831276.000000 Penalty: 5934.561523
	Iteration 8F: 3 clusters Score -1.983128e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 145623 members 
Entering Unmasked Estep 
Score: -19835832.000000 Penalty: 5934.561523
	Iteration 9Q: 3 clusters Score -1.983583e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 149504 members 
Entering Unmasked Estep 
Score: -19838556.000000 Penalty: 5934.561523
	Iteration 10Q: 3 clusters Score -1.983856e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -19839872.000000 Penalty: 5934.561523
	Iteration 11Q: 3 clusters Score -1.983987e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -19840728.000000 Penalty: 5934.561523
	Iteration 12Q: 3 clusters Score -1.984073e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 154789 members 
Entering Unmasked Estep 
Score: -19841190.000000 Penalty: 5934.561523
	Iteration 13Q: 3 clusters Score -1.984119e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -19841450.000000 Penalty: 5934.561523
	Iteration 14Q: 3 clusters Score -1.984145e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -19841576.000000 Penalty: 5934.561523
	Iteration 15Q: 3 clusters Score -1.984158e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 156012 members 
Entering Unmasked Estep 
Score: -19841668.000000 Penalty: 5934.561523
	Iteration 16Q: 3 clusters Score -1.984167e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -19841704.000000 Penalty: 5934.561523
	Iteration 17Q: 3 clusters Score -1.98417e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -19841714.000000 Penalty: 5934.561523
	Iteration 18Q: 3 clusters Score -1.984171e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -19841732.000000 Penalty: 5934.561523
	Iteration 19Q: 3 clusters Score -1.984173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -19841730.000000 Penalty: 5934.561523
	Iteration 20F: 3 clusters Score -1.984173e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 156349 members 
Entering Unmasked Estep 
Score: -19841738.000000 Penalty: 5934.561523
	Iteration 21Q: 3 clusters Score -1.984174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 156369 members 
Entering Unmasked Estep 
Score: -19841766.000000 Penalty: 5934.561523
	Iteration 22Q: 3 clusters Score -1.984177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -19841778.000000 Penalty: 5934.561523
	Iteration 23Q: 3 clusters Score -1.984178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 156392 members 
Entering Unmasked Estep 
Score: -19841770.000000 Penalty: 5934.561523
	Iteration 24Q: 3 clusters Score -1.984177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -19841786.000000 Penalty: 5934.561523
	Iteration 25Q: 3 clusters Score -1.984179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -19841782.000000 Penalty: 5934.561523
	Iteration 26Q: 3 clusters Score -1.984178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 156420 members 
Entering Unmasked Estep 
Score: -19841774.000000 Penalty: 5934.561523
	Iteration 27Q: 3 clusters Score -1.984177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -19841774.000000 Penalty: 5934.561523
	Iteration 28Q: 3 clusters Score -1.984177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -19841778.000000 Penalty: 5934.561523
	Iteration 29Q: 3 clusters Score -1.984178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -19841780.000000 Penalty: 5934.561523
	Iteration 30Q: 3 clusters Score -1.984178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -19841784.000000 Penalty: 5934.561523
	Iteration 31Q: 3 clusters Score -1.984178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -19841788.000000 Penalty: 5934.561523
	Iteration 32Q: 3 clusters Score -1.984179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -19841786.000000 Penalty: 5934.561523
	Iteration 33Q: 3 clusters Score -1.984179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -19841812.000000 Penalty: 5934.561523
	Iteration 34Q: 3 clusters Score -1.984181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -19841810.000000 Penalty: 5934.561523
	Iteration 35Q: 3 clusters Score -1.984181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -19841806.000000 Penalty: 5934.561523
	Iteration 36Q: 3 clusters Score -1.984181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -19841804.000000 Penalty: 5934.561523
	Iteration 37Q: 3 clusters Score -1.98418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 156450 members 
Entering Unmasked Estep 
Score: -19841802.000000 Penalty: 5934.561523
	Iteration 38Q: 3 clusters Score -1.98418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19841804.000000 Penalty: 5934.561523
	Iteration 39Q: 3 clusters Score -1.98418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -19841808.000000 Penalty: 5934.561523
	Iteration 40F: 3 clusters Score -1.984181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -19841808.000000 Penalty: 5934.561523
	Iteration 41Q: 3 clusters Score -1.984181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19841796.000000 Penalty: 5934.561523
	Iteration 42Q: 3 clusters Score -1.98418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19841800.000000 Penalty: 5934.561523
	Iteration 43Q: 3 clusters Score -1.98418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19841800.000000 Penalty: 5934.561523
	Iteration 44F: 3 clusters Score -1.98418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 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 387 members 
Entering Unmasked Estep 
Score: -82463.750000 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82463.75 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82755.296875 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82755.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82890.054688 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -82890.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82959.406250 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -82959.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83013.085938 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -83013.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83052.468750 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -83052.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83082.976562 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -83082.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83107.804688 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -83107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83139.601562 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -83139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83169.968750 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -83169.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83189.476562 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -83189.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83198.218750 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -83198.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83202.273438 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -83202.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83206.015625 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -83206.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83206.015625 Penalty: 3288.819092
	Iteration 14F: 3 clusters Score -83206.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Entering Unmasked Estep 
Score: -2685414.750000 Penalty: 2468.790039
	Iteration 0F: 2 clusters Score -2685415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2670713.000000 Penalty: 4937.580078
	Iteration 0F: 3 clusters Score -2670713 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2675567.750000 Penalty: 4937.580078
	Iteration 1F: 3 clusters Score -2675568 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2675959.750000 Penalty: 4937.580078
	Iteration 2F: 3 clusters Score -2675960 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2676338.250000 Penalty: 4937.580078
	Iteration 3Q: 3 clusters Score -2676338 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2676764.500000 Penalty: 4937.580078
	Iteration 4Q: 3 clusters Score -2676764 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2677239.250000 Penalty: 4937.580078
	Iteration 5Q: 3 clusters Score -2677239 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2677845.250000 Penalty: 4937.580078
	Iteration 6F: 3 clusters Score -2677845 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2678656.250000 Penalty: 4937.580078
	Iteration 7F: 3 clusters Score -2678656 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2679772.000000 Penalty: 4937.580078
	Iteration 8F: 3 clusters Score -2679772 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2680960.250000 Penalty: 4937.580078
	Iteration 9F: 3 clusters Score -2680960 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2681957.250000 Penalty: 4937.580078
	Iteration 10Q: 3 clusters Score -2681957 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2682583.250000 Penalty: 4937.580078
	Iteration 11Q: 3 clusters Score -2682583 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2682949.500000 Penalty: 4937.580078
	Iteration 12Q: 3 clusters Score -2682950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2683140.750000 Penalty: 4937.580078
	Iteration 13Q: 3 clusters Score -2683141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2683251.500000 Penalty: 4937.580078
	Iteration 14Q: 3 clusters Score -2683252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2683329.250000 Penalty: 4937.580078
	Iteration 15Q: 3 clusters Score -2683329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2683365.500000 Penalty: 4937.580078
	Iteration 16Q: 3 clusters Score -2683366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2683404.500000 Penalty: 4937.580078
	Iteration 17Q: 3 clusters Score -2683404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2683431.250000 Penalty: 4937.580078
	Iteration 18Q: 3 clusters Score -2683431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2683438.750000 Penalty: 4937.580078
	Iteration 19Q: 3 clusters Score -2683439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2683452.000000 Penalty: 4937.580078
	Iteration 20F: 3 clusters Score -2683452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2683454.250000 Penalty: 4937.580078
	Iteration 21Q: 3 clusters Score -2683454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2683460.500000 Penalty: 4937.580078
	Iteration 22Q: 3 clusters Score -2683460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2683465.500000 Penalty: 4937.580078
	Iteration 23Q: 3 clusters Score -2683466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2683467.750000 Penalty: 4937.580078
	Iteration 24Q: 3 clusters Score -2683468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2683470.750000 Penalty: 4937.580078
	Iteration 25Q: 3 clusters Score -2683471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2683472.250000 Penalty: 4937.580078
	Iteration 26Q: 3 clusters Score -2683472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2683469.000000 Penalty: 4937.580078
	Iteration 27Q: 3 clusters Score -2683469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2683473.750000 Penalty: 4937.580078
	Iteration 28Q: 3 clusters Score -2683474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2683477.250000 Penalty: 4937.580078
	Iteration 29Q: 3 clusters Score -2683477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2683477.250000 Penalty: 4937.580078
	Iteration 30F: 3 clusters Score -2683477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29414.234375 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29414.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29752.654297 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29752.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29883.931641 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -29883.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29948.953125 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29948.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29968.093750 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29968.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29994.660156 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29994.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30027.777344 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -30027.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30047.406250 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -30047.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30077.527344 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -30077.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30111.466797 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -30111.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30142.650391 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -30142.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30167.281250 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -30167.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30194.626953 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -30194.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30202.236328 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -30202.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30206.505859 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -30206.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30210.572266 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -30210.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30212.132812 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -30212.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30215.783203 Penalty: 2856.415283
	Iteration 17Q: 3 clusters Score -30215.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30220.882812 Penalty: 2856.415283
	Iteration 18Q: 3 clusters Score -30220.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30236.005859 Penalty: 2856.415283
	Iteration 19Q: 3 clusters Score -30236.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30262.242188 Penalty: 2856.415283
	Iteration 20F: 3 clusters Score -30262.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30345.921875 Penalty: 2856.415283
	Iteration 21Q: 3 clusters Score -30345.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30412.689453 Penalty: 2856.415283
	Iteration 22Q: 3 clusters Score -30412.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30420.199219 Penalty: 2856.415283
	Iteration 23Q: 3 clusters Score -30420.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30420.199219 Penalty: 2856.415283
	Iteration 24F: 3 clusters Score -30420.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Entering Unmasked Estep 
Score: -20798224.000000 Penalty: 2979.927734
	Iteration 0F: 2 clusters Score -2.079822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -20690126.000000 Penalty: 5959.855469
	Iteration 0F: 3 clusters Score -2.069013e+07 nChanged 79493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -20736780.000000 Penalty: 5959.855469
	Iteration 1F: 3 clusters Score -2.073678e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -20737736.000000 Penalty: 5959.855469
	Iteration 2Q: 3 clusters Score -2.073774e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -20739114.000000 Penalty: 5959.855469
	Iteration 3Q: 3 clusters Score -2.073911e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -20741060.000000 Penalty: 5959.855469
	Iteration 4Q: 3 clusters Score -2.074106e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -20743646.000000 Penalty: 5959.855469
	Iteration 5Q: 3 clusters Score -2.074365e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -20747566.000000 Penalty: 5959.855469
	Iteration 6Q: 3 clusters Score -2.074757e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -20753562.000000 Penalty: 5959.855469
	Iteration 7F: 3 clusters Score -2.075356e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -20762132.000000 Penalty: 5959.855469
	Iteration 8F: 3 clusters Score -2.076213e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -20770938.000000 Penalty: 5959.855469
	Iteration 9F: 3 clusters Score -2.077094e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -20777610.000000 Penalty: 5959.855469
	Iteration 10F: 3 clusters Score -2.077761e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123166 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -20781052.000000 Penalty: 5959.855469
	Iteration 11Q: 3 clusters Score -2.078105e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -20782774.000000 Penalty: 5959.855469
	Iteration 12Q: 3 clusters Score -2.078277e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -20783824.000000 Penalty: 5959.855469
	Iteration 13Q: 3 clusters Score -2.078382e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -20784810.000000 Penalty: 5959.855469
	Iteration 14Q: 3 clusters Score -2.078481e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133369 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -20785750.000000 Penalty: 5959.855469
	Iteration 15Q: 3 clusters Score -2.078575e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -20786742.000000 Penalty: 5959.855469
	Iteration 16Q: 3 clusters Score -2.078674e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -20787694.000000 Penalty: 5959.855469
	Iteration 17Q: 3 clusters Score -2.078769e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141223 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -20788758.000000 Penalty: 5959.855469
	Iteration 18Q: 3 clusters Score -2.078876e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143787 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -20789614.000000 Penalty: 5959.855469
	Iteration 19Q: 3 clusters Score -2.078961e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -20790600.000000 Penalty: 5959.855469
	Iteration 20F: 3 clusters Score -2.07906e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -20791616.000000 Penalty: 5959.855469
	Iteration 21Q: 3 clusters Score -2.079162e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150861 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -20792406.000000 Penalty: 5959.855469
	Iteration 22Q: 3 clusters Score -2.079241e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -20793174.000000 Penalty: 5959.855469
	Iteration 23Q: 3 clusters Score -2.079317e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -20793730.000000 Penalty: 5959.855469
	Iteration 24Q: 3 clusters Score -2.079373e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -20794126.000000 Penalty: 5959.855469
	Iteration 25Q: 3 clusters Score -2.079413e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157815 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -20794490.000000 Penalty: 5959.855469
	Iteration 26Q: 3 clusters Score -2.079449e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -20794814.000000 Penalty: 5959.855469
	Iteration 27Q: 3 clusters Score -2.079481e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159888 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -20795026.000000 Penalty: 5959.855469
	Iteration 28Q: 3 clusters Score -2.079503e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -20795154.000000 Penalty: 5959.855469
	Iteration 29Q: 3 clusters Score -2.079515e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -20795274.000000 Penalty: 5959.855469
	Iteration 30Q: 3 clusters Score -2.079527e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -20795390.000000 Penalty: 5959.855469
	Iteration 31Q: 3 clusters Score -2.079539e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20795500.000000 Penalty: 5959.855469
	Iteration 32Q: 3 clusters Score -2.07955e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -20795580.000000 Penalty: 5959.855469
	Iteration 33Q: 3 clusters Score -2.079558e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162601 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -20795632.000000 Penalty: 5959.855469
	Iteration 34Q: 3 clusters Score -2.079563e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162776 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20795692.000000 Penalty: 5959.855469
	Iteration 35Q: 3 clusters Score -2.079569e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162927 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -20795774.000000 Penalty: 5959.855469
	Iteration 36Q: 3 clusters Score -2.079577e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163064 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -20795788.000000 Penalty: 5959.855469
	Iteration 37Q: 3 clusters Score -2.079579e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -20795808.000000 Penalty: 5959.855469
	Iteration 38Q: 3 clusters Score -2.079581e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163277 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20795858.000000 Penalty: 5959.855469
	Iteration 39Q: 3 clusters Score -2.079586e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163347 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20795858.000000 Penalty: 5959.855469
	Iteration 40F: 3 clusters Score -2.079586e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163419 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -20795880.000000 Penalty: 5959.855469
	Iteration 41Q: 3 clusters Score -2.079588e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -20795930.000000 Penalty: 5959.855469
	Iteration 42Q: 3 clusters Score -2.079593e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -20795936.000000 Penalty: 5959.855469
	Iteration 43Q: 3 clusters Score -2.079594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20795922.000000 Penalty: 5959.855469
	Iteration 44Q: 3 clusters Score -2.079592e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -20795944.000000 Penalty: 5959.855469
	Iteration 45Q: 3 clusters Score -2.079594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20795942.000000 Penalty: 5959.855469
	Iteration 46Q: 3 clusters Score -2.079594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20795928.000000 Penalty: 5959.855469
	Iteration 47Q: 3 clusters Score -2.079593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163734 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20795946.000000 Penalty: 5959.855469
	Iteration 48Q: 3 clusters Score -2.079595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163761 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -20795932.000000 Penalty: 5959.855469
	Iteration 49Q: 3 clusters Score -2.079593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163777 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20795946.000000 Penalty: 5959.855469
	Iteration 50Q: 3 clusters Score -2.079595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20795954.000000 Penalty: 5959.855469
	Iteration 51Q: 3 clusters Score -2.079595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163787 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -20795954.000000 Penalty: 5959.855469
	Iteration 52Q: 3 clusters Score -2.079595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -20795948.000000 Penalty: 5959.855469
	Iteration 53Q: 3 clusters Score -2.079595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -20795942.000000 Penalty: 5959.855469
	Iteration 54Q: 3 clusters Score -2.079594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20795954.000000 Penalty: 5959.855469
	Iteration 55Q: 3 clusters Score -2.079595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163816 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -20795940.000000 Penalty: 5959.855469
	Iteration 56Q: 3 clusters Score -2.079594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20795952.000000 Penalty: 5959.855469
	Iteration 57Q: 3 clusters Score -2.079595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163833 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20795936.000000 Penalty: 5959.855469
	Iteration 58Q: 3 clusters Score -2.079594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163836 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20795934.000000 Penalty: 5959.855469
	Iteration 59Q: 3 clusters Score -2.079593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20795964.000000 Penalty: 5959.855469
	Iteration 60F: 3 clusters Score -2.079596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20795960.000000 Penalty: 5959.855469
	Iteration 61Q: 3 clusters Score -2.079596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20795942.000000 Penalty: 5959.855469
	Iteration 62Q: 3 clusters Score -2.079594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -20795958.000000 Penalty: 5959.855469
	Iteration 63Q: 3 clusters Score -2.079596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20795952.000000 Penalty: 5959.855469
	Iteration 64Q: 3 clusters Score -2.079595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -20795946.000000 Penalty: 5959.855469
	Iteration 65Q: 3 clusters Score -2.079595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163876 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20795948.000000 Penalty: 5959.855469
	Iteration 66Q: 3 clusters Score -2.079595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20795938.000000 Penalty: 5959.855469
	Iteration 67Q: 3 clusters Score -2.079594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -20795938.000000 Penalty: 5959.855469
	Iteration 68Q: 3 clusters Score -2.079594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20795944.000000 Penalty: 5959.855469
	Iteration 69Q: 3 clusters Score -2.079594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163899 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20795954.000000 Penalty: 5959.855469
	Iteration 70Q: 3 clusters Score -2.079595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20795950.000000 Penalty: 5959.855469
	Iteration 71Q: 3 clusters Score -2.079595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20795954.000000 Penalty: 5959.855469
	Iteration 72Q: 3 clusters Score -2.079595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20795956.000000 Penalty: 5959.855469
	Iteration 73Q: 3 clusters Score -2.079596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20795972.000000 Penalty: 5959.855469
	Iteration 74Q: 3 clusters Score -2.079597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20795962.000000 Penalty: 5959.855469
	Iteration 75Q: 3 clusters Score -2.079596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20795976.000000 Penalty: 5959.855469
	Iteration 76Q: 3 clusters Score -2.079598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20795980.000000 Penalty: 5959.855469
	Iteration 77Q: 3 clusters Score -2.079598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20795982.000000 Penalty: 5959.855469
	Iteration 78Q: 3 clusters Score -2.079598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -20795980.000000 Penalty: 5959.855469
	Iteration 79Q: 3 clusters Score -2.079598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -20795976.000000 Penalty: 5959.855469
	Iteration 80F: 3 clusters Score -2.079598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20795984.000000 Penalty: 5959.855469
	Iteration 81Q: 3 clusters Score -2.079598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20796004.000000 Penalty: 5959.855469
	Iteration 82Q: 3 clusters Score -2.0796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20795998.000000 Penalty: 5959.855469
	Iteration 83Q: 3 clusters Score -2.0796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20795994.000000 Penalty: 5959.855469
	Iteration 84Q: 3 clusters Score -2.079599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20795998.000000 Penalty: 5959.855469
	Iteration 85Q: 3 clusters Score -2.0796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -20795992.000000 Penalty: 5959.855469
	Iteration 86Q: 3 clusters Score -2.079599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -20796000.000000 Penalty: 5959.855469
	Iteration 87Q: 3 clusters Score -2.0796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20795998.000000 Penalty: 5959.855469
	Iteration 88Q: 3 clusters Score -2.0796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20795992.000000 Penalty: 5959.855469
	Iteration 89Q: 3 clusters Score -2.079599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20796000.000000 Penalty: 5959.855469
	Iteration 90Q: 3 clusters Score -2.0796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -20795998.000000 Penalty: 5959.855469
	Iteration 91Q: 3 clusters Score -2.0796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20795984.000000 Penalty: 5959.855469
	Iteration 92Q: 3 clusters Score -2.079598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20795980.000000 Penalty: 5959.855469
	Iteration 93Q: 3 clusters Score -2.079598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20795980.000000 Penalty: 5959.855469
	Iteration 94Q: 3 clusters Score -2.079598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20795990.000000 Penalty: 5959.855469
	Iteration 95Q: 3 clusters Score -2.079599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20795990.000000 Penalty: 5959.855469
	Iteration 96F: 3 clusters Score -2.079599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 261 members 
Entering Unmasked Estep 
Score: -58650.976562 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58650.98 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58897.257812 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58897.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59009.402344 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -59009.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59161.601562 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -59161.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59251.503906 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -59251.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59345.300781 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59345.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59460.285156 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59460.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59611.550781 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -59611.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59646.027344 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -59646.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59682.554688 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -59682.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59709.699219 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -59709.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59733.953125 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -59733.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59741.500000 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -59741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59743.855469 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -59743.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59743.855469 Penalty: 3122.451904
	Iteration 14F: 3 clusters Score -59743.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46475 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 9 contains 56036 members 
Mstep: Class 10 contains 202188 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13687 members 
Mstep: Class 14 contains 164641 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157132 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21053 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165353 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736664.000000 Penalty: 71147.250000
Iteration 439Q: 22 clusters Score -1.057367e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46503 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10045 members 
Mstep: Class 9 contains 56051 members 
Mstep: Class 10 contains 202126 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13674 members 
Mstep: Class 14 contains 164653 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157138 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21047 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165358 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736664.000000 Penalty: 71147.250000
Iteration 440F: 22 clusters Score -1.057367e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 9 contains 56060 members 
Mstep: Class 10 contains 202065 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 164664 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157156 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21040 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165349 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736560.000000 Penalty: 71147.250000
Iteration 441Q: 22 clusters Score -1.057366e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10050 members 
Mstep: Class 9 contains 56072 members 
Mstep: Class 10 contains 202015 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13663 members 
Mstep: Class 14 contains 164686 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157156 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21037 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165344 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736568.000000 Penalty: 71147.250000
Iteration 442Q: 22 clusters Score -1.057366e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46589 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10054 members 
Mstep: Class 9 contains 56079 members 
Mstep: Class 10 contains 201956 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13660 members 
Mstep: Class 14 contains 164699 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157152 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21036 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165358 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736664.000000 Penalty: 71147.250000
Iteration 443Q: 22 clusters Score -1.057367e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46620 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10055 members 
Mstep: Class 9 contains 56095 members 
Mstep: Class 10 contains 201879 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13656 members 
Mstep: Class 14 contains 164699 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157149 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21026 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165398 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736760.000000 Penalty: 71147.250000
Iteration 444Q: 22 clusters Score -1.057368e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46652 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10056 members 
Mstep: Class 9 contains 56111 members 
Mstep: Class 10 contains 201804 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13655 members 
Mstep: Class 14 contains 164712 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157152 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21016 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165415 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736784.000000 Penalty: 71147.250000
Iteration 445Q: 22 clusters Score -1.057368e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 46673 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 56128 members 
Mstep: Class 10 contains 201751 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13652 members 
Mstep: Class 14 contains 164713 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157166 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165417 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736864.000000 Penalty: 71147.250000
Iteration 446Q: 22 clusters Score -1.057369e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46697 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 56140 members 
Mstep: Class 10 contains 201720 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13645 members 
Mstep: Class 14 contains 164709 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157169 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165412 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736800.000000 Penalty: 71147.250000
Iteration 447Q: 22 clusters Score -1.057368e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 9 contains 56158 members 
Mstep: Class 10 contains 201687 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 164699 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157185 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20993 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165407 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736888.000000 Penalty: 71147.250000
Iteration 448Q: 22 clusters Score -1.057369e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46741 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 56168 members 
Mstep: Class 10 contains 201662 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13636 members 
Mstep: Class 14 contains 164684 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157207 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165389 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 449Q: 22 clusters Score -1.057368e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46763 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 56177 members 
Mstep: Class 10 contains 201654 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13633 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157226 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20975 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165362 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736744.000000 Penalty: 71147.250000
Iteration 450Q: 22 clusters Score -1.057367e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 46779 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 56189 members 
Mstep: Class 10 contains 201650 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13630 members 
Mstep: Class 14 contains 164657 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157234 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165345 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 451Q: 22 clusters Score -1.057367e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 56200 members 
Mstep: Class 10 contains 201643 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13626 members 
Mstep: Class 14 contains 164646 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157228 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165343 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736736.000000 Penalty: 71147.250000
Iteration 452Q: 22 clusters Score -1.057367e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 46802 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 56214 members 
Mstep: Class 10 contains 201643 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13624 members 
Mstep: Class 14 contains 164641 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157224 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165334 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736744.000000 Penalty: 71147.250000
Iteration 453Q: 22 clusters Score -1.057367e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 46806 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 56227 members 
Mstep: Class 10 contains 201647 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13619 members 
Mstep: Class 14 contains 164635 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157218 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20937 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165336 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736680.000000 Penalty: 71147.250000
Iteration 454Q: 22 clusters Score -1.057367e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 46814 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 56252 members 
Mstep: Class 10 contains 201634 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13619 members 
Mstep: Class 14 contains 164631 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157217 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20924 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165323 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736616.000000 Penalty: 71147.250000
Iteration 455Q: 22 clusters Score -1.057366e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 46821 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 56275 members 
Mstep: Class 10 contains 201621 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13620 members 
Mstep: Class 14 contains 164626 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157217 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20914 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165307 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736664.000000 Penalty: 71147.250000
Iteration 456Q: 22 clusters Score -1.057367e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 46829 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 56293 members 
Mstep: Class 10 contains 201608 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13619 members 
Mstep: Class 14 contains 164631 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157227 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20899 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165281 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736696.000000 Penalty: 71147.250000
Iteration 457Q: 22 clusters Score -1.057367e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 46834 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10124 members 
Mstep: Class 9 contains 56311 members 
Mstep: Class 10 contains 201603 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13617 members 
Mstep: Class 14 contains 164633 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157220 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165266 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736832.000000 Penalty: 71147.250000
Iteration 458Q: 22 clusters Score -1.057368e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 46830 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 56330 members 
Mstep: Class 10 contains 201601 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13614 members 
Mstep: Class 14 contains 164637 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157217 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20880 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165245 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736768.000000 Penalty: 71147.250000
Iteration 459Q: 22 clusters Score -1.057368e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 46825 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10131 members 
Mstep: Class 9 contains 56348 members 
Mstep: Class 10 contains 201600 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13611 members 
Mstep: Class 14 contains 164624 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157237 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165229 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736840.000000 Penalty: 71147.250000
Iteration 460F: 22 clusters Score -1.057368e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 46832 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 9 contains 56353 members 
Mstep: Class 10 contains 201602 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13609 members 
Mstep: Class 14 contains 164614 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157244 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20863 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165211 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736712.000000 Penalty: 71147.250000
Iteration 461Q: 22 clusters Score -1.057367e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 46837 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 56362 members 
Mstep: Class 10 contains 201591 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 164613 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157242 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165208 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736776.000000 Penalty: 71147.250000
Iteration 462Q: 22 clusters Score -1.057368e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 46839 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 56371 members 
Mstep: Class 10 contains 201593 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13607 members 
Mstep: Class 14 contains 164597 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157251 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165202 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 463Q: 22 clusters Score -1.057368e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 46846 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 56378 members 
Mstep: Class 10 contains 201593 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13606 members 
Mstep: Class 14 contains 164581 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157245 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165204 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736872.000000 Penalty: 71147.250000
Iteration 464Q: 22 clusters Score -1.057369e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 46849 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 56384 members 
Mstep: Class 10 contains 201592 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 164574 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157233 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20842 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165205 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 465Q: 22 clusters Score -1.05737e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 46858 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 56389 members 
Mstep: Class 10 contains 201577 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 164572 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157218 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20837 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165215 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 466Q: 22 clusters Score -1.057368e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 46866 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10156 members 
Mstep: Class 9 contains 56396 members 
Mstep: Class 10 contains 201546 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 164571 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157211 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165230 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
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Iteration 467Q: 22 clusters Score -1.057369e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 46879 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10161 members 
Mstep: Class 9 contains 56402 members 
Mstep: Class 10 contains 201515 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13594 members 
Mstep: Class 14 contains 164563 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157193 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20830 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165259 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 468Q: 22 clusters Score -1.05737e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 46888 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 56409 members 
Mstep: Class 10 contains 201490 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 164560 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157195 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20822 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165271 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
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Iteration 469Q: 22 clusters Score -1.057369e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 46887 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10167 members 
Mstep: Class 9 contains 56420 members 
Mstep: Class 10 contains 201479 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 164566 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157192 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20817 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165271 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
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Iteration 470Q: 22 clusters Score -1.057369e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 46884 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10168 members 
Mstep: Class 9 contains 56439 members 
Mstep: Class 10 contains 201446 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13579 members 
Mstep: Class 14 contains 164583 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157197 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20811 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165265 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736928.000000 Penalty: 71147.250000
Iteration 471Q: 22 clusters Score -1.057369e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 46884 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 9 contains 56450 members 
Mstep: Class 10 contains 201416 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13579 members 
Mstep: Class 14 contains 164602 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157195 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20803 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165261 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736968.000000 Penalty: 71147.250000
Iteration 472Q: 22 clusters Score -1.05737e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 46889 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 10171 members 
Mstep: Class 9 contains 56460 members 
Mstep: Class 10 contains 201396 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13579 members 
Mstep: Class 14 contains 164618 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157188 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20798 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165244 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736984.000000 Penalty: 71147.250000
Iteration 473Q: 22 clusters Score -1.05737e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 46894 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 10175 members 
Mstep: Class 9 contains 56465 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 164620 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157179 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20792 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165246 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736952.000000 Penalty: 71147.250000
Iteration 474Q: 22 clusters Score -1.05737e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10180 members 
Mstep: Class 9 contains 56474 members 
Mstep: Class 10 contains 201353 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13576 members 
Mstep: Class 14 contains 164632 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157160 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20786 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165246 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737048.000000 Penalty: 71147.250000
Iteration 475Q: 22 clusters Score -1.05737e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46913 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10186 members 
Mstep: Class 9 contains 56484 members 
Mstep: Class 10 contains 201349 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13574 members 
Mstep: Class 14 contains 164651 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157156 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20775 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165214 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737032.000000 Penalty: 71147.250000
Iteration 476Q: 22 clusters Score -1.05737e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56498 members 
Mstep: Class 10 contains 201339 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13571 members 
Mstep: Class 14 contains 164665 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157147 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20769 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165200 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737016.000000 Penalty: 71147.250000
Iteration 477Q: 22 clusters Score -1.05737e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46930 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56509 members 
Mstep: Class 10 contains 201331 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 164667 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157146 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20762 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165185 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736968.000000 Penalty: 71147.250000
Iteration 478Q: 22 clusters Score -1.05737e+08 nChanged 219
Entering ConstructFrom: 
Score: -105736968.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (8189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Entering Unmasked Estep 
Score: -1041090.062500 Penalty: 2234.615479
	Iteration 0F: 2 clusters Score -1041090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1034585.812500 Penalty: 4469.230957
	Iteration 0F: 3 clusters Score -1034586 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1036381.562500 Penalty: 4469.230957
	Iteration 1F: 3 clusters Score -1036382 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1036660.250000 Penalty: 4469.230957
	Iteration 2F: 3 clusters Score -1036660 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1036864.000000 Penalty: 4469.230957
	Iteration 3Q: 3 clusters Score -1036864 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1037029.625000 Penalty: 4469.230957
	Iteration 4Q: 3 clusters Score -1037030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1037188.437500 Penalty: 4469.230957
	Iteration 5Q: 3 clusters Score -1037188 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1037344.437500 Penalty: 4469.230957
	Iteration 6Q: 3 clusters Score -1037344 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1037524.750000 Penalty: 4469.230957
	Iteration 7Q: 3 clusters Score -1037525 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1037741.437500 Penalty: 4469.230957
	Iteration 8Q: 3 clusters Score -1037741 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1038014.500000 Penalty: 4469.230957
	Iteration 9Q: 3 clusters Score -1038014 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1038318.500000 Penalty: 4469.230957
	Iteration 10Q: 3 clusters Score -1038318 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1038587.625000 Penalty: 4469.230957
	Iteration 11Q: 3 clusters Score -1038588 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1038800.062500 Penalty: 4469.230957
	Iteration 12Q: 3 clusters Score -1038800 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1038962.375000 Penalty: 4469.230957
	Iteration 13Q: 3 clusters Score -1038962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1039092.500000 Penalty: 4469.230957
	Iteration 14Q: 3 clusters Score -1039092 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1039212.687500 Penalty: 4469.230957
	Iteration 15Q: 3 clusters Score -1039213 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1039318.562500 Penalty: 4469.230957
	Iteration 16Q: 3 clusters Score -1039319 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1039406.812500 Penalty: 4469.230957
	Iteration 17Q: 3 clusters Score -1039407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1039466.937500 Penalty: 4469.230957
	Iteration 18Q: 3 clusters Score -1039467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1039507.875000 Penalty: 4469.230957
	Iteration 19Q: 3 clusters Score -1039508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1039544.625000 Penalty: 4469.230957
	Iteration 20F: 3 clusters Score -1039545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1039572.250000 Penalty: 4469.230957
	Iteration 21Q: 3 clusters Score -1039572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1039582.250000 Penalty: 4469.230957
	Iteration 22Q: 3 clusters Score -1039582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1039599.875000 Penalty: 4469.230957
	Iteration 23Q: 3 clusters Score -1039600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1039613.062500 Penalty: 4469.230957
	Iteration 24Q: 3 clusters Score -1039613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1039623.187500 Penalty: 4469.230957
	Iteration 25Q: 3 clusters Score -1039623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1039632.000000 Penalty: 4469.230957
	Iteration 26Q: 3 clusters Score -1039632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1039644.812500 Penalty: 4469.230957
	Iteration 27Q: 3 clusters Score -1039645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1039654.125000 Penalty: 4469.230957
	Iteration 28Q: 3 clusters Score -1039654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1039661.000000 Penalty: 4469.230957
	Iteration 29Q: 3 clusters Score -1039661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1039665.500000 Penalty: 4469.230957
	Iteration 30Q: 3 clusters Score -1039666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1039670.187500 Penalty: 4469.230957
	Iteration 31Q: 3 clusters Score -1039670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1039670.500000 Penalty: 4469.230957
	Iteration 32Q: 3 clusters Score -1039670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1039672.875000 Penalty: 4469.230957
	Iteration 33Q: 3 clusters Score -1039673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1039675.562500 Penalty: 4469.230957
	Iteration 34Q: 3 clusters Score -1039676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1039679.687500 Penalty: 4469.230957
	Iteration 35Q: 3 clusters Score -1039680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1039680.937500 Penalty: 4469.230957
	Iteration 36Q: 3 clusters Score -1039681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1039680.937500 Penalty: 4469.230957
	Iteration 37F: 3 clusters Score -1039681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -381766.656250 Penalty: 2003.975708
	Iteration 0F: 2 clusters Score -381766.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -378335.562500 Penalty: 4007.951416
	Iteration 0F: 3 clusters Score -378335.6 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -379018.281250 Penalty: 4007.951416
	Iteration 1F: 3 clusters Score -379018.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -379170.000000 Penalty: 4007.951416
	Iteration 2F: 3 clusters Score -379170 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -379258.187500 Penalty: 4007.951416
	Iteration 3Q: 3 clusters Score -379258.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379313.531250 Penalty: 4007.951416
	Iteration 4Q: 3 clusters Score -379313.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -379368.968750 Penalty: 4007.951416
	Iteration 5Q: 3 clusters Score -379369 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -379410.218750 Penalty: 4007.951416
	Iteration 6Q: 3 clusters Score -379410.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -379456.343750 Penalty: 4007.951416
	Iteration 7Q: 3 clusters Score -379456.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -379520.906250 Penalty: 4007.951416
	Iteration 8Q: 3 clusters Score -379520.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -379582.312500 Penalty: 4007.951416
	Iteration 9Q: 3 clusters Score -379582.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -379656.531250 Penalty: 4007.951416
	Iteration 10Q: 3 clusters Score -379656.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -379725.875000 Penalty: 4007.951416
	Iteration 11Q: 3 clusters Score -379725.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -379787.906250 Penalty: 4007.951416
	Iteration 12Q: 3 clusters Score -379787.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379845.875000 Penalty: 4007.951416
	Iteration 13Q: 3 clusters Score -379845.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -379905.000000 Penalty: 4007.951416
	Iteration 14Q: 3 clusters Score -379905 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -379964.156250 Penalty: 4007.951416
	Iteration 15Q: 3 clusters Score -379964.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -380010.062500 Penalty: 4007.951416
	Iteration 16Q: 3 clusters Score -380010.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -380049.843750 Penalty: 4007.951416
	Iteration 17Q: 3 clusters Score -380049.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -380081.062500 Penalty: 4007.951416
	Iteration 18Q: 3 clusters Score -380081.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -380104.000000 Penalty: 4007.951416
	Iteration 19Q: 3 clusters Score -380104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -380123.937500 Penalty: 4007.951416
	Iteration 20F: 3 clusters Score -380123.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -380145.343750 Penalty: 4007.951416
	Iteration 21Q: 3 clusters Score -380145.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -380161.250000 Penalty: 4007.951416
	Iteration 22Q: 3 clusters Score -380161.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -380170.437500 Penalty: 4007.951416
	Iteration 23Q: 3 clusters Score -380170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -380183.937500 Penalty: 4007.951416
	Iteration 24Q: 3 clusters Score -380183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -380195.875000 Penalty: 4007.951416
	Iteration 25Q: 3 clusters Score -380195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -380201.812500 Penalty: 4007.951416
	Iteration 26Q: 3 clusters Score -380201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -380206.500000 Penalty: 4007.951416
	Iteration 27Q: 3 clusters Score -380206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -380210.875000 Penalty: 4007.951416
	Iteration 28Q: 3 clusters Score -380210.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -380215.437500 Penalty: 4007.951416
	Iteration 29Q: 3 clusters Score -380215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -380223.468750 Penalty: 4007.951416
	Iteration 30Q: 3 clusters Score -380223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -380229.156250 Penalty: 4007.951416
	Iteration 31Q: 3 clusters Score -380229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -380233.593750 Penalty: 4007.951416
	Iteration 32Q: 3 clusters Score -380233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -380235.312500 Penalty: 4007.951416
	Iteration 33Q: 3 clusters Score -380235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -380239.218750 Penalty: 4007.951416
	Iteration 34Q: 3 clusters Score -380239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -380240.687500 Penalty: 4007.951416
	Iteration 35Q: 3 clusters Score -380240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -380243.000000 Penalty: 4007.951416
	Iteration 36Q: 3 clusters Score -380243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -380245.281250 Penalty: 4007.951416
	Iteration 37Q: 3 clusters Score -380245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -380247.687500 Penalty: 4007.951416
	Iteration 38Q: 3 clusters Score -380247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -380249.093750 Penalty: 4007.951416
	Iteration 39Q: 3 clusters Score -380249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -380250.312500 Penalty: 4007.951416
	Iteration 40F: 3 clusters Score -380250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -380250.937500 Penalty: 4007.951416
	Iteration 41Q: 3 clusters Score -380250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -380251.718750 Penalty: 4007.951416
	Iteration 42Q: 3 clusters Score -380251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -380252.593750 Penalty: 4007.951416
	Iteration 43Q: 3 clusters Score -380252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -380252.593750 Penalty: 4007.951416
	Iteration 44Q: 3 clusters Score -380252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -380252.593750 Penalty: 4007.951416
	Iteration 45F: 3 clusters Score -380252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -110363.921875 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -110363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108472.093750 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -108472.1 nChanged 225
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: -108748.914062 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -108748.9 nChanged 61
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: -108850.789062 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -108850.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108908.875000 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -108908.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108950.414062 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -108950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108980.085938 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -108980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -109020.070312 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -109020.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -109077.742188 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -109077.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -109169.906250 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -109169.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109287.523438 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -109287.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -109481.828125 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -109481.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109626.570312 Penalty: 3399.236328
	Iteration 11F: 3 clusters Score -109626.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109736.648438 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -109736.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109829.171875 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -109829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109890.273438 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -109890.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109955.085938 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -109955.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110045.187500 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -110045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110137.320312 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -110137.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -110188.078125 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -110188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -110216.039062 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -110216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110234.570312 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -110234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110258.390625 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -110258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110287.890625 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -110287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110349.281250 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -110349.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110409.617188 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -110409.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110453.101562 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -110453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -110500.437500 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -110500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110538.632812 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -110538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110571.234375 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -110571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110595.796875 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -110595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110601.460938 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -110601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110601.460938 Penalty: 3399.236328
	Iteration 31F: 3 clusters Score -110601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56518 members 
Mstep: Class 10 contains 201321 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 164673 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157134 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20755 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165177 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
Score: -105735440.000000 Penalty: 74535.210938
Splitting cluster 3 changes total score from -105736968.000000 to -105735440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -218703.984375 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -218704 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 878 members 
Entering Unmasked Estep 
Score: -216229.515625 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -216229.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216654.484375 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -216654.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216772.343750 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -216772.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -216828.812500 Penalty: 3709.172363
	Iteration 3Q: 3 clusters Score -216828.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -216856.265625 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -216856.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -216876.062500 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -216876.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -216892.953125 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -216893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -216899.640625 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -216899.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216905.484375 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -216905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216909.500000 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -216909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -216912.640625 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -216912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -216916.343750 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -216916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -216918.390625 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -216918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216921.093750 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -216921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -216922.796875 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -216922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216923.921875 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -216923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -216924.578125 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -216924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216925.125000 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -216925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216925.125000 Penalty: 3709.172363
	Iteration 18F: 3 clusters Score -216925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Entering Unmasked Estep 
Score: -5862876.500000 Penalty: 2667.627197
	Iteration 0F: 2 clusters Score -5862876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5831113.500000 Penalty: 5335.254395
	Iteration 0F: 3 clusters Score -5831114 nChanged 21534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5843090.500000 Penalty: 5335.254395
	Iteration 1F: 3 clusters Score -5843090 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -5843536.000000 Penalty: 5335.254395
	Iteration 2Q: 3 clusters Score -5843536 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5843875.500000 Penalty: 5335.254395
	Iteration 3Q: 3 clusters Score -5843876 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5844297.000000 Penalty: 5335.254395
	Iteration 4Q: 3 clusters Score -5844297 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5844639.500000 Penalty: 5335.254395
	Iteration 5Q: 3 clusters Score -5844640 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5845023.000000 Penalty: 5335.254395
	Iteration 6Q: 3 clusters Score -5845023 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -5845542.000000 Penalty: 5335.254395
	Iteration 7Q: 3 clusters Score -5845542 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -5846316.500000 Penalty: 5335.254395
	Iteration 8Q: 3 clusters Score -5846316 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5847572.000000 Penalty: 5335.254395
	Iteration 9Q: 3 clusters Score -5847572 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -5849739.500000 Penalty: 5335.254395
	Iteration 10F: 3 clusters Score -5849740 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5852722.000000 Penalty: 5335.254395
	Iteration 11F: 3 clusters Score -5852722 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5855406.000000 Penalty: 5335.254395
	Iteration 12F: 3 clusters Score -5855406 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5857129.500000 Penalty: 5335.254395
	Iteration 13F: 3 clusters Score -5857130 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5858310.500000 Penalty: 5335.254395
	Iteration 14Q: 3 clusters Score -5858310 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5859153.000000 Penalty: 5335.254395
	Iteration 15Q: 3 clusters Score -5859153 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5859697.500000 Penalty: 5335.254395
	Iteration 16Q: 3 clusters Score -5859698 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5860015.500000 Penalty: 5335.254395
	Iteration 17Q: 3 clusters Score -5860016 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -5860178.000000 Penalty: 5335.254395
	Iteration 18Q: 3 clusters Score -5860178 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -5860228.000000 Penalty: 5335.254395
	Iteration 19Q: 3 clusters Score -5860228 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5860312.000000 Penalty: 5335.254395
	Iteration 20F: 3 clusters Score -5860312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5860340.000000 Penalty: 5335.254395
	Iteration 21Q: 3 clusters Score -5860340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5860338.500000 Penalty: 5335.254395
	Iteration 22Q: 3 clusters Score -5860338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5860360.000000 Penalty: 5335.254395
	Iteration 23Q: 3 clusters Score -5860360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -5860380.000000 Penalty: 5335.254395
	Iteration 24Q: 3 clusters Score -5860380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -5860388.000000 Penalty: 5335.254395
	Iteration 25Q: 3 clusters Score -5860388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -5860389.000000 Penalty: 5335.254395
	Iteration 26Q: 3 clusters Score -5860389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -5860396.500000 Penalty: 5335.254395
	Iteration 27Q: 3 clusters Score -5860396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -5860393.500000 Penalty: 5335.254395
	Iteration 28Q: 3 clusters Score -5860394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5860383.000000 Penalty: 5335.254395
	Iteration 29Q: 3 clusters Score -5860383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5860398.000000 Penalty: 5335.254395
	Iteration 30Q: 3 clusters Score -5860398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -5860389.500000 Penalty: 5335.254395
	Iteration 31Q: 3 clusters Score -5860390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5860401.500000 Penalty: 5335.254395
	Iteration 32Q: 3 clusters Score -5860402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -5860395.500000 Penalty: 5335.254395
	Iteration 33Q: 3 clusters Score -5860396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -5860406.000000 Penalty: 5335.254395
	Iteration 34Q: 3 clusters Score -5860406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5860398.000000 Penalty: 5335.254395
	Iteration 35Q: 3 clusters Score -5860398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5860398.500000 Penalty: 5335.254395
	Iteration 36Q: 3 clusters Score -5860398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -5860402.500000 Penalty: 5335.254395
	Iteration 37Q: 3 clusters Score -5860402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5860400.500000 Penalty: 5335.254395
	Iteration 38Q: 3 clusters Score -5860400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5860398.000000 Penalty: 5335.254395
	Iteration 39Q: 3 clusters Score -5860398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5860398.000000 Penalty: 5335.254395
	Iteration 40F: 3 clusters Score -5860398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -206173.000000 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -206173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -203769.234375 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -203769.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204391.578125 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -204391.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -204663.937500 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -204663.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -204891.437500 Penalty: 3711.689209
	Iteration 3F: 3 clusters Score -204891.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -205106.531250 Penalty: 3711.689209
	Iteration 4F: 3 clusters Score -205106.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -205350.515625 Penalty: 3711.689209
	Iteration 5F: 3 clusters Score -205350.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -205560.125000 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -205560.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -205688.250000 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -205688.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -205764.171875 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -205764.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -205796.953125 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -205797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -205813.671875 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -205813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -205831.218750 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -205831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -205841.828125 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -205841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -205846.734375 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -205846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -205852.468750 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -205852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -205857.234375 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -205857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -205860.046875 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -205860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -205864.343750 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -205864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -205866.156250 Penalty: 3711.689209
	Iteration 18Q: 3 clusters Score -205866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -205866.156250 Penalty: 3711.689209
	Iteration 19F: 3 clusters Score -205866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -153723.937500 Penalty: 1774.538330
	Iteration 0F: 2 clusters Score -153723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151618.921875 Penalty: 3549.076660
	Iteration 0F: 3 clusters Score -151618.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151962.171875 Penalty: 3549.076660
	Iteration 1F: 3 clusters Score -151962.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152058.046875 Penalty: 3549.076660
	Iteration 2F: 3 clusters Score -152058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152103.625000 Penalty: 3549.076660
	Iteration 3Q: 3 clusters Score -152103.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152142.343750 Penalty: 3549.076660
	Iteration 4Q: 3 clusters Score -152142.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152184.750000 Penalty: 3549.076660
	Iteration 5Q: 3 clusters Score -152184.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152222.890625 Penalty: 3549.076660
	Iteration 6Q: 3 clusters Score -152222.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152248.203125 Penalty: 3549.076660
	Iteration 7Q: 3 clusters Score -152248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152259.140625 Penalty: 3549.076660
	Iteration 8Q: 3 clusters Score -152259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152270.796875 Penalty: 3549.076660
	Iteration 9Q: 3 clusters Score -152270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152279.296875 Penalty: 3549.076660
	Iteration 10Q: 3 clusters Score -152279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152287.968750 Penalty: 3549.076660
	Iteration 11Q: 3 clusters Score -152288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152296.671875 Penalty: 3549.076660
	Iteration 12Q: 3 clusters Score -152296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152303.687500 Penalty: 3549.076660
	Iteration 13Q: 3 clusters Score -152303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152322.218750 Penalty: 3549.076660
	Iteration 14Q: 3 clusters Score -152322.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152343.859375 Penalty: 3549.076660
	Iteration 15Q: 3 clusters Score -152343.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152356.265625 Penalty: 3549.076660
	Iteration 16Q: 3 clusters Score -152356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152364.015625 Penalty: 3549.076660
	Iteration 17Q: 3 clusters Score -152364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152366.250000 Penalty: 3549.076660
	Iteration 18Q: 3 clusters Score -152366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152368.218750 Penalty: 3549.076660
	Iteration 19Q: 3 clusters Score -152368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152368.218750 Penalty: 3549.076660
	Iteration 20F: 3 clusters Score -152368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Entering Unmasked Estep 
Score: -1286527.125000 Penalty: 2288.759033
	Iteration 0F: 2 clusters Score -1286527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1278693.125000 Penalty: 4577.518066
	Iteration 0F: 3 clusters Score -1278693 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1280783.500000 Penalty: 4577.518066
	Iteration 1F: 3 clusters Score -1280784 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1281079.875000 Penalty: 4577.518066
	Iteration 2F: 3 clusters Score -1281080 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1281341.000000 Penalty: 4577.518066
	Iteration 3F: 3 clusters Score -1281341 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1281654.125000 Penalty: 4577.518066
	Iteration 4Q: 3 clusters Score -1281654 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1282047.125000 Penalty: 4577.518066
	Iteration 5F: 3 clusters Score -1282047 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1282509.750000 Penalty: 4577.518066
	Iteration 6F: 3 clusters Score -1282510 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1282986.375000 Penalty: 4577.518066
	Iteration 7F: 3 clusters Score -1282986 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1283446.375000 Penalty: 4577.518066
	Iteration 8F: 3 clusters Score -1283446 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1283888.250000 Penalty: 4577.518066
	Iteration 9F: 3 clusters Score -1283888 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1284301.625000 Penalty: 4577.518066
	Iteration 10Q: 3 clusters Score -1284302 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1284599.625000 Penalty: 4577.518066
	Iteration 11Q: 3 clusters Score -1284600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1284844.375000 Penalty: 4577.518066
	Iteration 12Q: 3 clusters Score -1284844 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1284984.500000 Penalty: 4577.518066
	Iteration 13Q: 3 clusters Score -1284984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1285030.875000 Penalty: 4577.518066
	Iteration 14Q: 3 clusters Score -1285031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1285055.875000 Penalty: 4577.518066
	Iteration 15Q: 3 clusters Score -1285056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1285072.625000 Penalty: 4577.518066
	Iteration 16Q: 3 clusters Score -1285073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1285082.625000 Penalty: 4577.518066
	Iteration 17Q: 3 clusters Score -1285083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1285090.125000 Penalty: 4577.518066
	Iteration 18Q: 3 clusters Score -1285090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1285094.750000 Penalty: 4577.518066
	Iteration 19Q: 3 clusters Score -1285095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1285096.500000 Penalty: 4577.518066
	Iteration 20F: 3 clusters Score -1285096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1285099.000000 Penalty: 4577.518066
	Iteration 21Q: 3 clusters Score -1285099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1285099.500000 Penalty: 4577.518066
	Iteration 22Q: 3 clusters Score -1285100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1285100.500000 Penalty: 4577.518066
	Iteration 23Q: 3 clusters Score -1285100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1285098.250000 Penalty: 4577.518066
	Iteration 24Q: 3 clusters Score -1285098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1285101.125000 Penalty: 4577.518066
	Iteration 25Q: 3 clusters Score -1285101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1285098.625000 Penalty: 4577.518066
	Iteration 26Q: 3 clusters Score -1285099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1285100.375000 Penalty: 4577.518066
	Iteration 27Q: 3 clusters Score -1285100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1285101.250000 Penalty: 4577.518066
	Iteration 28Q: 3 clusters Score -1285101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1285101.250000 Penalty: 4577.518066
	Iteration 29F: 3 clusters Score -1285101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Entering Unmasked Estep 
Score: -6858354.500000 Penalty: 2713.693848
	Iteration 0F: 2 clusters Score -6858354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6820173.500000 Penalty: 5427.387695
	Iteration 0F: 3 clusters Score -6820174 nChanged 26374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6835010.500000 Penalty: 5427.387695
	Iteration 1F: 3 clusters Score -6835010 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -6835466.000000 Penalty: 5427.387695
	Iteration 2Q: 3 clusters Score -6835466 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -6835913.000000 Penalty: 5427.387695
	Iteration 3Q: 3 clusters Score -6835913 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -6836373.000000 Penalty: 5427.387695
	Iteration 4Q: 3 clusters Score -6836373 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6836941.500000 Penalty: 5427.387695
	Iteration 5Q: 3 clusters Score -6836942 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -6837622.000000 Penalty: 5427.387695
	Iteration 6Q: 3 clusters Score -6837622 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -6838693.000000 Penalty: 5427.387695
	Iteration 7Q: 3 clusters Score -6838693 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -6840327.000000 Penalty: 5427.387695
	Iteration 8F: 3 clusters Score -6840327 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -6842839.000000 Penalty: 5427.387695
	Iteration 9F: 3 clusters Score -6842839 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -6846184.500000 Penalty: 5427.387695
	Iteration 10F: 3 clusters Score -6846184 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -6849851.000000 Penalty: 5427.387695
	Iteration 11F: 3 clusters Score -6849851 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6852679.500000 Penalty: 5427.387695
	Iteration 12F: 3 clusters Score -6852680 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6854418.000000 Penalty: 5427.387695
	Iteration 13Q: 3 clusters Score -6854418 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6855304.500000 Penalty: 5427.387695
	Iteration 14Q: 3 clusters Score -6855304 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6855671.500000 Penalty: 5427.387695
	Iteration 15Q: 3 clusters Score -6855672 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6855837.000000 Penalty: 5427.387695
	Iteration 16Q: 3 clusters Score -6855837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6855914.500000 Penalty: 5427.387695
	Iteration 17Q: 3 clusters Score -6855914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6855955.500000 Penalty: 5427.387695
	Iteration 18Q: 3 clusters Score -6855956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6855977.000000 Penalty: 5427.387695
	Iteration 19Q: 3 clusters Score -6855977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6855992.500000 Penalty: 5427.387695
	Iteration 20F: 3 clusters Score -6855992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6856006.500000 Penalty: 5427.387695
	Iteration 21Q: 3 clusters Score -6856006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6856023.000000 Penalty: 5427.387695
	Iteration 22Q: 3 clusters Score -6856023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6856029.000000 Penalty: 5427.387695
	Iteration 23Q: 3 clusters Score -6856029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6856027.500000 Penalty: 5427.387695
	Iteration 24Q: 3 clusters Score -6856028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6856039.500000 Penalty: 5427.387695
	Iteration 25Q: 3 clusters Score -6856040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6856039.500000 Penalty: 5427.387695
	Iteration 26Q: 3 clusters Score -6856040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6856042.500000 Penalty: 5427.387695
	Iteration 27Q: 3 clusters Score -6856042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6856043.000000 Penalty: 5427.387695
	Iteration 28Q: 3 clusters Score -6856043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6856043.000000 Penalty: 5427.387695
	Iteration 29F: 3 clusters Score -6856043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (201321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201321 members 
Entering Unmasked Estep 
Score: -25240700.000000 Penalty: 3028.738770
	Iteration 0F: 2 clusters Score -2.52407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -25115632.000000 Penalty: 6057.477539
	Iteration 0F: 3 clusters Score -2.511563e+07 nChanged 97120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -25172222.000000 Penalty: 6057.477539
	Iteration 1F: 3 clusters Score -2.517222e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -25173004.000000 Penalty: 6057.477539
	Iteration 2Q: 3 clusters Score -2.5173e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -25173934.000000 Penalty: 6057.477539
	Iteration 3Q: 3 clusters Score -2.517393e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -25174772.000000 Penalty: 6057.477539
	Iteration 4Q: 3 clusters Score -2.517477e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -25175834.000000 Penalty: 6057.477539
	Iteration 5Q: 3 clusters Score -2.517583e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -25177016.000000 Penalty: 6057.477539
	Iteration 6Q: 3 clusters Score -2.517702e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 117044 members 
Entering Unmasked Estep 
Score: -25179208.000000 Penalty: 6057.477539
	Iteration 7Q: 3 clusters Score -2.517921e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -25182760.000000 Penalty: 6057.477539
	Iteration 8Q: 3 clusters Score -2.518276e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -25189324.000000 Penalty: 6057.477539
	Iteration 9F: 3 clusters Score -2.518932e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 149915 members 
Entering Unmasked Estep 
Score: -25200150.000000 Penalty: 6057.477539
	Iteration 10F: 3 clusters Score -2.520015e+07 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 166385 members 
Entering Unmasked Estep 
Score: -25214128.000000 Penalty: 6057.477539
	Iteration 11F: 3 clusters Score -2.521413e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 181462 members 
Entering Unmasked Estep 
Score: -25225622.000000 Penalty: 6057.477539
	Iteration 12F: 3 clusters Score -2.522562e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 191520 members 
Entering Unmasked Estep 
Score: -25232494.000000 Penalty: 6057.477539
	Iteration 13F: 3 clusters Score -2.523249e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 196878 members 
Entering Unmasked Estep 
Score: -25235702.000000 Penalty: 6057.477539
	Iteration 14Q: 3 clusters Score -2.52357e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 199277 members 
Entering Unmasked Estep 
Score: -25237166.000000 Penalty: 6057.477539
	Iteration 15Q: 3 clusters Score -2.523717e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 200194 members 
Entering Unmasked Estep 
Score: -25237688.000000 Penalty: 6057.477539
	Iteration 16Q: 3 clusters Score -2.523769e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200590 members 
Entering Unmasked Estep 
Score: -25237898.000000 Penalty: 6057.477539
	Iteration 17Q: 3 clusters Score -2.52379e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 200754 members 
Entering Unmasked Estep 
Score: -25238004.000000 Penalty: 6057.477539
	Iteration 18Q: 3 clusters Score -2.5238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 200809 members 
Entering Unmasked Estep 
Score: -25238058.000000 Penalty: 6057.477539
	Iteration 19Q: 3 clusters Score -2.523806e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 200841 members 
Entering Unmasked Estep 
Score: -25238114.000000 Penalty: 6057.477539
	Iteration 20F: 3 clusters Score -2.523811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 200853 members 
Entering Unmasked Estep 
Score: -25238138.000000 Penalty: 6057.477539
	Iteration 21Q: 3 clusters Score -2.523814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 200864 members 
Entering Unmasked Estep 
Score: -25238170.000000 Penalty: 6057.477539
	Iteration 22Q: 3 clusters Score -2.523817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 200871 members 
Entering Unmasked Estep 
Score: -25238178.000000 Penalty: 6057.477539
	Iteration 23Q: 3 clusters Score -2.523818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -25238162.000000 Penalty: 6057.477539
	Iteration 24Q: 3 clusters Score -2.523816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 200889 members 
Entering Unmasked Estep 
Score: -25238170.000000 Penalty: 6057.477539
	Iteration 25Q: 3 clusters Score -2.523817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 200892 members 
Entering Unmasked Estep 
Score: -25238182.000000 Penalty: 6057.477539
	Iteration 26Q: 3 clusters Score -2.523818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 200894 members 
Entering Unmasked Estep 
Score: -25238178.000000 Penalty: 6057.477539
	Iteration 27Q: 3 clusters Score -2.523818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200895 members 
Entering Unmasked Estep 
Score: -25238184.000000 Penalty: 6057.477539
	Iteration 28Q: 3 clusters Score -2.523818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 200896 members 
Entering Unmasked Estep 
Score: -25238198.000000 Penalty: 6057.477539
	Iteration 29Q: 3 clusters Score -2.52382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 200897 members 
Entering Unmasked Estep 
Score: -25238190.000000 Penalty: 6057.477539
	Iteration 30Q: 3 clusters Score -2.523819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 200898 members 
Entering Unmasked Estep 
Score: -25238218.000000 Penalty: 6057.477539
	Iteration 31Q: 3 clusters Score -2.523822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 200900 members 
Entering Unmasked Estep 
Score: -25238222.000000 Penalty: 6057.477539
	Iteration 32Q: 3 clusters Score -2.523822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 200901 members 
Entering Unmasked Estep 
Score: -25238226.000000 Penalty: 6057.477539
	Iteration 33Q: 3 clusters Score -2.523823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 200901 members 
Entering Unmasked Estep 
Score: -25238226.000000 Penalty: 6057.477539
	Iteration 34F: 3 clusters Score -2.523823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66111.781250 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66111.78 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 281 members 
Entering Unmasked Estep 
Score: -64533.453125 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -64533.45 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64711.878906 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64711.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64750.535156 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -64750.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64761.437500 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64761.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64765.058594 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64765.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64765.058594 Penalty: 3120.618408
	Iteration 5F: 3 clusters Score -64765.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -106276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104399.273438 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -104399.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104916.210938 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -104916.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105121.085938 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -105121.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105268.539062 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -105268.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105473.226562 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -105473.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105711.734375 Penalty: 3421.762451
	Iteration 5F: 3 clusters Score -105711.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105915.601562 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -105915.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106015.429688 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -106015.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -106052.867188 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -106052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106069.007812 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -106069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106072.523438 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -106072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106077.531250 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -106077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106077.531250 Penalty: 3421.762451
	Iteration 12F: 3 clusters Score -106077.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Entering Unmasked Estep 
Score: -1721539.000000 Penalty: 2359.763428
	Iteration 0F: 2 clusters Score -1721539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1711532.625000 Penalty: 4719.526855
	Iteration 0F: 3 clusters Score -1711533 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1714561.000000 Penalty: 4719.526855
	Iteration 1F: 3 clusters Score -1714561 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1714852.125000 Penalty: 4719.526855
	Iteration 2F: 3 clusters Score -1714852 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1715059.875000 Penalty: 4719.526855
	Iteration 3Q: 3 clusters Score -1715060 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1715232.625000 Penalty: 4719.526855
	Iteration 4Q: 3 clusters Score -1715233 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1715446.000000 Penalty: 4719.526855
	Iteration 5Q: 3 clusters Score -1715446 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1715675.500000 Penalty: 4719.526855
	Iteration 6Q: 3 clusters Score -1715676 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1715911.250000 Penalty: 4719.526855
	Iteration 7Q: 3 clusters Score -1715911 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1716192.500000 Penalty: 4719.526855
	Iteration 8Q: 3 clusters Score -1716192 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1716515.500000 Penalty: 4719.526855
	Iteration 9Q: 3 clusters Score -1716516 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1716854.500000 Penalty: 4719.526855
	Iteration 10Q: 3 clusters Score -1716854 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1717206.750000 Penalty: 4719.526855
	Iteration 11Q: 3 clusters Score -1717207 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1717584.875000 Penalty: 4719.526855
	Iteration 12Q: 3 clusters Score -1717585 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1717949.250000 Penalty: 4719.526855
	Iteration 13Q: 3 clusters Score -1717949 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1718249.125000 Penalty: 4719.526855
	Iteration 14Q: 3 clusters Score -1718249 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1718504.250000 Penalty: 4719.526855
	Iteration 15Q: 3 clusters Score -1718504 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1718714.375000 Penalty: 4719.526855
	Iteration 16Q: 3 clusters Score -1718714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1718877.125000 Penalty: 4719.526855
	Iteration 17Q: 3 clusters Score -1718877 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1719001.625000 Penalty: 4719.526855
	Iteration 18Q: 3 clusters Score -1719002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1719103.500000 Penalty: 4719.526855
	Iteration 19Q: 3 clusters Score -1719104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1719199.250000 Penalty: 4719.526855
	Iteration 20F: 3 clusters Score -1719199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1719259.375000 Penalty: 4719.526855
	Iteration 21Q: 3 clusters Score -1719259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1719317.000000 Penalty: 4719.526855
	Iteration 22Q: 3 clusters Score -1719317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1719361.375000 Penalty: 4719.526855
	Iteration 23Q: 3 clusters Score -1719361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1719379.250000 Penalty: 4719.526855
	Iteration 24Q: 3 clusters Score -1719379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1719404.125000 Penalty: 4719.526855
	Iteration 25Q: 3 clusters Score -1719404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1719428.000000 Penalty: 4719.526855
	Iteration 26Q: 3 clusters Score -1719428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1719450.250000 Penalty: 4719.526855
	Iteration 27Q: 3 clusters Score -1719450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1719463.000000 Penalty: 4719.526855
	Iteration 28Q: 3 clusters Score -1719463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1719468.375000 Penalty: 4719.526855
	Iteration 29Q: 3 clusters Score -1719468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1719480.625000 Penalty: 4719.526855
	Iteration 30Q: 3 clusters Score -1719481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1719490.250000 Penalty: 4719.526855
	Iteration 31Q: 3 clusters Score -1719490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1719498.125000 Penalty: 4719.526855
	Iteration 32Q: 3 clusters Score -1719498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1719501.875000 Penalty: 4719.526855
	Iteration 33Q: 3 clusters Score -1719502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1719507.000000 Penalty: 4719.526855
	Iteration 34Q: 3 clusters Score -1719507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1719511.250000 Penalty: 4719.526855
	Iteration 35Q: 3 clusters Score -1719511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1719514.000000 Penalty: 4719.526855
	Iteration 36Q: 3 clusters Score -1719514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1719521.750000 Penalty: 4719.526855
	Iteration 37Q: 3 clusters Score -1719522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1719528.625000 Penalty: 4719.526855
	Iteration 38Q: 3 clusters Score -1719529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1719528.000000 Penalty: 4719.526855
	Iteration 39Q: 3 clusters Score -1719528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1719531.375000 Penalty: 4719.526855
	Iteration 40F: 3 clusters Score -1719531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1719534.000000 Penalty: 4719.526855
	Iteration 41Q: 3 clusters Score -1719534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1719534.750000 Penalty: 4719.526855
	Iteration 42Q: 3 clusters Score -1719535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1719533.875000 Penalty: 4719.526855
	Iteration 43Q: 3 clusters Score -1719534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1719533.625000 Penalty: 4719.526855
	Iteration 44Q: 3 clusters Score -1719534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1719535.125000 Penalty: 4719.526855
	Iteration 45Q: 3 clusters Score -1719535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1719535.125000 Penalty: 4719.526855
	Iteration 46F: 3 clusters Score -1719535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Entering Unmasked Estep 
Score: -20708650.000000 Penalty: 2978.905762
	Iteration 0F: 2 clusters Score -2.070865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -20603286.000000 Penalty: 5957.811523
	Iteration 0F: 3 clusters Score -2.060329e+07 nChanged 78935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -20648734.000000 Penalty: 5957.811523
	Iteration 1F: 3 clusters Score -2.064873e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -20649754.000000 Penalty: 5957.811523
	Iteration 2Q: 3 clusters Score -2.064975e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -20651024.000000 Penalty: 5957.811523
	Iteration 3Q: 3 clusters Score -2.065102e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -20652922.000000 Penalty: 5957.811523
	Iteration 4Q: 3 clusters Score -2.065292e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -20655896.000000 Penalty: 5957.811523
	Iteration 5Q: 3 clusters Score -2.06559e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -20660920.000000 Penalty: 5957.811523
	Iteration 6F: 3 clusters Score -2.066092e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -20668766.000000 Penalty: 5957.811523
	Iteration 7F: 3 clusters Score -2.066877e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -20678992.000000 Penalty: 5957.811523
	Iteration 8F: 3 clusters Score -2.067899e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -20688554.000000 Penalty: 5957.811523
	Iteration 9F: 3 clusters Score -2.068855e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -20696072.000000 Penalty: 5957.811523
	Iteration 10F: 3 clusters Score -2.069607e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -20700346.000000 Penalty: 5957.811523
	Iteration 11Q: 3 clusters Score -2.070035e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -20702898.000000 Penalty: 5957.811523
	Iteration 12Q: 3 clusters Score -2.07029e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -20704360.000000 Penalty: 5957.811523
	Iteration 13Q: 3 clusters Score -2.070436e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -20705302.000000 Penalty: 5957.811523
	Iteration 14Q: 3 clusters Score -2.07053e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -20705802.000000 Penalty: 5957.811523
	Iteration 15Q: 3 clusters Score -2.07058e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -20705984.000000 Penalty: 5957.811523
	Iteration 16Q: 3 clusters Score -2.070598e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 160136 members 
Entering Unmasked Estep 
Score: -20706096.000000 Penalty: 5957.811523
	Iteration 17Q: 3 clusters Score -2.07061e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -20706210.000000 Penalty: 5957.811523
	Iteration 18Q: 3 clusters Score -2.070621e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -20706214.000000 Penalty: 5957.811523
	Iteration 19Q: 3 clusters Score -2.070621e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -20706294.000000 Penalty: 5957.811523
	Iteration 20F: 3 clusters Score -2.070629e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 162140 members 
Entering Unmasked Estep 
Score: -20706286.000000 Penalty: 5957.811523
	Iteration 21Q: 3 clusters Score -2.070629e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 162381 members 
Entering Unmasked Estep 
Score: -20706298.000000 Penalty: 5957.811523
	Iteration 22Q: 3 clusters Score -2.07063e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 162569 members 
Entering Unmasked Estep 
Score: -20706312.000000 Penalty: 5957.811523
	Iteration 23Q: 3 clusters Score -2.070631e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -20706328.000000 Penalty: 5957.811523
	Iteration 24Q: 3 clusters Score -2.070633e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -20706362.000000 Penalty: 5957.811523
	Iteration 25Q: 3 clusters Score -2.070636e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 162915 members 
Entering Unmasked Estep 
Score: -20706370.000000 Penalty: 5957.811523
	Iteration 26Q: 3 clusters Score -2.070637e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -20706392.000000 Penalty: 5957.811523
	Iteration 27Q: 3 clusters Score -2.070639e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -20706382.000000 Penalty: 5957.811523
	Iteration 28Q: 3 clusters Score -2.070638e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 163134 members 
Entering Unmasked Estep 
Score: -20706402.000000 Penalty: 5957.811523
	Iteration 29Q: 3 clusters Score -2.07064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -20706388.000000 Penalty: 5957.811523
	Iteration 30Q: 3 clusters Score -2.070639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -20706360.000000 Penalty: 5957.811523
	Iteration 31Q: 3 clusters Score -2.070636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -20706374.000000 Penalty: 5957.811523
	Iteration 32Q: 3 clusters Score -2.070637e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -20706384.000000 Penalty: 5957.811523
	Iteration 33Q: 3 clusters Score -2.070638e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -20706386.000000 Penalty: 5957.811523
	Iteration 34Q: 3 clusters Score -2.070639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -20706378.000000 Penalty: 5957.811523
	Iteration 35Q: 3 clusters Score -2.070638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -20706388.000000 Penalty: 5957.811523
	Iteration 36Q: 3 clusters Score -2.070639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -20706398.000000 Penalty: 5957.811523
	Iteration 37Q: 3 clusters Score -2.07064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -20706388.000000 Penalty: 5957.811523
	Iteration 38Q: 3 clusters Score -2.070639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -20706388.000000 Penalty: 5957.811523
	Iteration 39Q: 3 clusters Score -2.070639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -20706396.000000 Penalty: 5957.811523
	Iteration 40F: 3 clusters Score -2.07064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -20706388.000000 Penalty: 5957.811523
	Iteration 41Q: 3 clusters Score -2.070639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -20706394.000000 Penalty: 5957.811523
	Iteration 42Q: 3 clusters Score -2.070639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -20706396.000000 Penalty: 5957.811523
	Iteration 43Q: 3 clusters Score -2.07064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 163460 members 
Entering Unmasked Estep 
Score: -20706400.000000 Penalty: 5957.811523
	Iteration 44Q: 3 clusters Score -2.07064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -20706392.000000 Penalty: 5957.811523
	Iteration 45Q: 3 clusters Score -2.070639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 163464 members 
Entering Unmasked Estep 
Score: -20706392.000000 Penalty: 5957.811523
	Iteration 46Q: 3 clusters Score -2.070639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 163464 members 
Entering Unmasked Estep 
Score: -20706392.000000 Penalty: 5957.811523
	Iteration 47F: 3 clusters Score -2.070639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30399.863281 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -30399.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29342.806641 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -29342.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29736.111328 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -29736.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29929.484375 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29929.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30120.574219 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -30120.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30432.777344 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -30432.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30924.654297 Penalty: 2885.287109
	Iteration 5F: 3 clusters Score -30924.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31082.611328 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -31082.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31205.154297 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -31205.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31257.224609 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -31257.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31276.175781 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -31276.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31276.175781 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -31276.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56518 members 
Mstep: Class 10 contains 201321 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 164673 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 16 contains 157134 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20755 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165177 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 144 members 
Entering Unmasked Estep 
Score: -105735824.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105736968.000000 to -105735824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (157134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157134 members 
Entering Unmasked Estep 
Score: -19842412.000000 Penalty: 2967.283936
	Iteration 0F: 2 clusters Score -1.984241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -19739748.000000 Penalty: 5934.567871
	Iteration 0F: 3 clusters Score -1.973975e+07 nChanged 75213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -19783634.000000 Penalty: 5934.567871
	Iteration 1F: 3 clusters Score -1.978363e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -19784648.000000 Penalty: 5934.567871
	Iteration 2Q: 3 clusters Score -1.978465e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -19785592.000000 Penalty: 5934.567871
	Iteration 3Q: 3 clusters Score -1.978559e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -19786832.000000 Penalty: 5934.567871
	Iteration 4Q: 3 clusters Score -1.978683e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -19788772.000000 Penalty: 5934.567871
	Iteration 5Q: 3 clusters Score -1.978877e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -19792136.000000 Penalty: 5934.567871
	Iteration 6Q: 3 clusters Score -1.979214e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -19797208.000000 Penalty: 5934.567871
	Iteration 7F: 3 clusters Score -1.979721e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -19803948.000000 Penalty: 5934.567871
	Iteration 8F: 3 clusters Score -1.980395e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 108056 members 
Entering Unmasked Estep 
Score: -19812310.000000 Penalty: 5934.567871
	Iteration 9F: 3 clusters Score -1.981231e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -19819404.000000 Penalty: 5934.567871
	Iteration 10F: 3 clusters Score -1.98194e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
Score: -19824012.000000 Penalty: 5934.567871
	Iteration 11Q: 3 clusters Score -1.982401e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -19826666.000000 Penalty: 5934.567871
	Iteration 12Q: 3 clusters Score -1.982667e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -19828406.000000 Penalty: 5934.567871
	Iteration 13Q: 3 clusters Score -1.982841e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -19829788.000000 Penalty: 5934.567871
	Iteration 14Q: 3 clusters Score -1.982979e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -19831096.000000 Penalty: 5934.567871
	Iteration 15Q: 3 clusters Score -1.98311e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 132240 members 
Entering Unmasked Estep 
Score: -19832258.000000 Penalty: 5934.567871
	Iteration 16Q: 3 clusters Score -1.983226e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 134734 members 
Entering Unmasked Estep 
Score: -19833522.000000 Penalty: 5934.567871
	Iteration 17Q: 3 clusters Score -1.983352e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -19834784.000000 Penalty: 5934.567871
	Iteration 18Q: 3 clusters Score -1.983478e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 139358 members 
Entering Unmasked Estep 
Score: -19836048.000000 Penalty: 5934.567871
	Iteration 19Q: 3 clusters Score -1.983605e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -19837204.000000 Penalty: 5934.567871
	Iteration 20F: 3 clusters Score -1.98372e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -19838258.000000 Penalty: 5934.567871
	Iteration 21Q: 3 clusters Score -1.983826e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 144722 members 
Entering Unmasked Estep 
Score: -19839100.000000 Penalty: 5934.567871
	Iteration 22Q: 3 clusters Score -1.98391e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -19839742.000000 Penalty: 5934.567871
	Iteration 23Q: 3 clusters Score -1.983974e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -19840068.000000 Penalty: 5934.567871
	Iteration 24Q: 3 clusters Score -1.984007e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -19840310.000000 Penalty: 5934.567871
	Iteration 25Q: 3 clusters Score -1.984031e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -19840524.000000 Penalty: 5934.567871
	Iteration 26Q: 3 clusters Score -1.984052e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -19840690.000000 Penalty: 5934.567871
	Iteration 27Q: 3 clusters Score -1.984069e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -19840884.000000 Penalty: 5934.567871
	Iteration 28Q: 3 clusters Score -1.984088e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 150688 members 
Entering Unmasked Estep 
Score: -19840896.000000 Penalty: 5934.567871
	Iteration 29Q: 3 clusters Score -1.98409e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -19840828.000000 Penalty: 5934.567871
	Iteration 30Q: 3 clusters Score -1.984083e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -19840840.000000 Penalty: 5934.567871
	Iteration 31Q: 3 clusters Score -1.984084e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -19840912.000000 Penalty: 5934.567871
	Iteration 32Q: 3 clusters Score -1.984091e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -19840956.000000 Penalty: 5934.567871
	Iteration 33Q: 3 clusters Score -1.984096e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5934.567871
	Iteration 34Q: 3 clusters Score -1.984095e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -19840980.000000 Penalty: 5934.567871
	Iteration 35Q: 3 clusters Score -1.984098e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -19840996.000000 Penalty: 5934.567871
	Iteration 36Q: 3 clusters Score -1.9841e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 152946 members 
Entering Unmasked Estep 
Score: -19840972.000000 Penalty: 5934.567871
	Iteration 37Q: 3 clusters Score -1.984097e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -19840960.000000 Penalty: 5934.567871
	Iteration 38Q: 3 clusters Score -1.984096e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -19840962.000000 Penalty: 5934.567871
	Iteration 39Q: 3 clusters Score -1.984096e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 153329 members 
Entering Unmasked Estep 
Score: -19840950.000000 Penalty: 5934.567871
	Iteration 40F: 3 clusters Score -1.984095e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -19840930.000000 Penalty: 5934.567871
	Iteration 41Q: 3 clusters Score -1.984093e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -19840944.000000 Penalty: 5934.567871
	Iteration 42Q: 3 clusters Score -1.984094e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 153566 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5934.567871
	Iteration 43Q: 3 clusters Score -1.984095e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -19840922.000000 Penalty: 5934.567871
	Iteration 44Q: 3 clusters Score -1.984092e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 153719 members 
Entering Unmasked Estep 
Score: -19840902.000000 Penalty: 5934.567871
	Iteration 45Q: 3 clusters Score -1.98409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -19840906.000000 Penalty: 5934.567871
	Iteration 46Q: 3 clusters Score -1.984091e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 153836 members 
Entering Unmasked Estep 
Score: -19840894.000000 Penalty: 5934.567871
	Iteration 47Q: 3 clusters Score -1.984089e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -19840896.000000 Penalty: 5934.567871
	Iteration 48Q: 3 clusters Score -1.98409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -19840902.000000 Penalty: 5934.567871
	Iteration 49Q: 3 clusters Score -1.98409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 153974 members 
Entering Unmasked Estep 
Score: -19840898.000000 Penalty: 5934.567871
	Iteration 50Q: 3 clusters Score -1.98409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -19840924.000000 Penalty: 5934.567871
	Iteration 51Q: 3 clusters Score -1.984092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -19840934.000000 Penalty: 5934.567871
	Iteration 52Q: 3 clusters Score -1.984093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 154078 members 
Entering Unmasked Estep 
Score: -19840930.000000 Penalty: 5934.567871
	Iteration 53Q: 3 clusters Score -1.984093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -19840950.000000 Penalty: 5934.567871
	Iteration 54Q: 3 clusters Score -1.984095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 154123 members 
Entering Unmasked Estep 
Score: -19840946.000000 Penalty: 5934.567871
	Iteration 55Q: 3 clusters Score -1.984095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -19840930.000000 Penalty: 5934.567871
	Iteration 56Q: 3 clusters Score -1.984093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -19840932.000000 Penalty: 5934.567871
	Iteration 57Q: 3 clusters Score -1.984093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -19840942.000000 Penalty: 5934.567871
	Iteration 58Q: 3 clusters Score -1.984094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -19840958.000000 Penalty: 5934.567871
	Iteration 59Q: 3 clusters Score -1.984096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 154195 members 
Entering Unmasked Estep 
Score: -19840974.000000 Penalty: 5934.567871
	Iteration 60F: 3 clusters Score -1.984097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -19840986.000000 Penalty: 5934.567871
	Iteration 61Q: 3 clusters Score -1.984099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -19840984.000000 Penalty: 5934.567871
	Iteration 62Q: 3 clusters Score -1.984098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -19840960.000000 Penalty: 5934.567871
	Iteration 63Q: 3 clusters Score -1.984096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 154261 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5934.567871
	Iteration 64Q: 3 clusters Score -1.984095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -19840958.000000 Penalty: 5934.567871
	Iteration 65Q: 3 clusters Score -1.984096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 154291 members 
Entering Unmasked Estep 
Score: -19840960.000000 Penalty: 5934.567871
	Iteration 66Q: 3 clusters Score -1.984096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -19840970.000000 Penalty: 5934.567871
	Iteration 67Q: 3 clusters Score -1.984097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -19840970.000000 Penalty: 5934.567871
	Iteration 68Q: 3 clusters Score -1.984097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -19840966.000000 Penalty: 5934.567871
	Iteration 69Q: 3 clusters Score -1.984097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -19840980.000000 Penalty: 5934.567871
	Iteration 70Q: 3 clusters Score -1.984098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -19840974.000000 Penalty: 5934.567871
	Iteration 71Q: 3 clusters Score -1.984097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -19840970.000000 Penalty: 5934.567871
	Iteration 72Q: 3 clusters Score -1.984097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 154326 members 
Entering Unmasked Estep 
Score: -19840970.000000 Penalty: 5934.567871
	Iteration 73Q: 3 clusters Score -1.984097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -19840978.000000 Penalty: 5934.567871
	Iteration 74Q: 3 clusters Score -1.984098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -19840974.000000 Penalty: 5934.567871
	Iteration 75Q: 3 clusters Score -1.984097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 154342 members 
Entering Unmasked Estep 
Score: -19840962.000000 Penalty: 5934.567871
	Iteration 76Q: 3 clusters Score -1.984096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 154344 members 
Entering Unmasked Estep 
Score: -19840958.000000 Penalty: 5934.567871
	Iteration 77Q: 3 clusters Score -1.984096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -19840962.000000 Penalty: 5934.567871
	Iteration 78Q: 3 clusters Score -1.984096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -19840962.000000 Penalty: 5934.567871
	Iteration 79Q: 3 clusters Score -1.984096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -19840962.000000 Penalty: 5934.567871
	Iteration 80F: 3 clusters Score -1.984096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -19840944.000000 Penalty: 5934.567871
	Iteration 81Q: 3 clusters Score -1.984094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -19840956.000000 Penalty: 5934.567871
	Iteration 82Q: 3 clusters Score -1.984096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 154367 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5934.567871
	Iteration 83Q: 3 clusters Score -1.984095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -19840954.000000 Penalty: 5934.567871
	Iteration 84Q: 3 clusters Score -1.984095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -19840946.000000 Penalty: 5934.567871
	Iteration 85Q: 3 clusters Score -1.984095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -19840940.000000 Penalty: 5934.567871
	Iteration 86Q: 3 clusters Score -1.984094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -19840942.000000 Penalty: 5934.567871
	Iteration 87Q: 3 clusters Score -1.984094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5934.567871
	Iteration 88Q: 3 clusters Score -1.984095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5934.567871
	Iteration 89Q: 3 clusters Score -1.984095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 154399 members 
Entering Unmasked Estep 
Score: -19840972.000000 Penalty: 5934.567871
	Iteration 90Q: 3 clusters Score -1.984097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -19840956.000000 Penalty: 5934.567871
	Iteration 91Q: 3 clusters Score -1.984096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -19840970.000000 Penalty: 5934.567871
	Iteration 92Q: 3 clusters Score -1.984097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -19840954.000000 Penalty: 5934.567871
	Iteration 93Q: 3 clusters Score -1.984095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -19840944.000000 Penalty: 5934.567871
	Iteration 94Q: 3 clusters Score -1.984094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -19840930.000000 Penalty: 5934.567871
	Iteration 95Q: 3 clusters Score -1.984093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -19840880.000000 Penalty: 5934.567871
	Iteration 96Q: 3 clusters Score -1.984088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -19840882.000000 Penalty: 5934.567871
	Iteration 97Q: 3 clusters Score -1.984088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -19840904.000000 Penalty: 5934.567871
	Iteration 98Q: 3 clusters Score -1.98409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -19840904.000000 Penalty: 5934.567871
	Iteration 99Q: 3 clusters Score -1.98409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 154521 members 
Entering Unmasked Estep 
Score: -19840906.000000 Penalty: 5934.567871
	Iteration 100F: 3 clusters Score -1.984091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 154533 members 
Entering Unmasked Estep 
Score: -19840886.000000 Penalty: 5934.567871
	Iteration 101Q: 3 clusters Score -1.984089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -19840880.000000 Penalty: 5934.567871
	Iteration 102Q: 3 clusters Score -1.984088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -19840836.000000 Penalty: 5934.567871
	Iteration 103Q: 3 clusters Score -1.984084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -19840868.000000 Penalty: 5934.567871
	Iteration 104Q: 3 clusters Score -1.984087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -19840864.000000 Penalty: 5934.567871
	Iteration 105Q: 3 clusters Score -1.984086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 154584 members 
Entering Unmasked Estep 
Score: -19840866.000000 Penalty: 5934.567871
	Iteration 106Q: 3 clusters Score -1.984087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -19840854.000000 Penalty: 5934.567871
	Iteration 107Q: 3 clusters Score -1.984085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -19840858.000000 Penalty: 5934.567871
	Iteration 108Q: 3 clusters Score -1.984086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -19840852.000000 Penalty: 5934.567871
	Iteration 109Q: 3 clusters Score -1.984085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 154624 members 
Entering Unmasked Estep 
Score: -19840850.000000 Penalty: 5934.567871
	Iteration 110Q: 3 clusters Score -1.984085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -19840846.000000 Penalty: 5934.567871
	Iteration 111Q: 3 clusters Score -1.984085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 154638 members 
Entering Unmasked Estep 
Score: -19840840.000000 Penalty: 5934.567871
	Iteration 112Q: 3 clusters Score -1.984084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -19840852.000000 Penalty: 5934.567871
	Iteration 113Q: 3 clusters Score -1.984085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -19840852.000000 Penalty: 5934.567871
	Iteration 114F: 3 clusters Score -1.984085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -84242.445312 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -84242.45 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 387 members 
Entering Unmasked Estep 
Score: -82517.070312 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -82517.07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82858.195312 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -82858.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83073.343750 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -83073.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83298.757812 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -83298.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83608.484375 Penalty: 3288.819092
	Iteration 4F: 3 clusters Score -83608.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84016.546875 Penalty: 3288.819092
	Iteration 5F: 3 clusters Score -84016.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84320.648438 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -84320.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84363.164062 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -84363.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84368.984375 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -84368.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84373.882812 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -84373.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84379.679688 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -84379.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84381.117188 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -84381.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84381.117188 Penalty: 3288.819092
	Iteration 12F: 3 clusters Score -84381.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56518 members 
Mstep: Class 10 contains 201321 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 164673 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157134 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 20755 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165177 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 444 members 
Entering Unmasked Estep 
Score: -105735360.000000 Penalty: 74535.210938
Splitting cluster 17 changes total score from -105736968.000000 to -105735360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (20755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Entering Unmasked Estep 
Score: -2647516.500000 Penalty: 2465.254395
	Iteration 0F: 2 clusters Score -2647516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2633079.750000 Penalty: 4930.508789
	Iteration 0F: 3 clusters Score -2633080 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2637656.500000 Penalty: 4930.508789
	Iteration 1F: 3 clusters Score -2637656 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2637976.250000 Penalty: 4930.508789
	Iteration 2Q: 3 clusters Score -2637976 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2638245.000000 Penalty: 4930.508789
	Iteration 3Q: 3 clusters Score -2638245 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2638470.750000 Penalty: 4930.508789
	Iteration 4Q: 3 clusters Score -2638471 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2638685.250000 Penalty: 4930.508789
	Iteration 5Q: 3 clusters Score -2638685 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2638923.000000 Penalty: 4930.508789
	Iteration 6Q: 3 clusters Score -2638923 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2639221.500000 Penalty: 4930.508789
	Iteration 7Q: 3 clusters Score -2639222 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2639555.500000 Penalty: 4930.508789
	Iteration 8Q: 3 clusters Score -2639556 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2640072.750000 Penalty: 4930.508789
	Iteration 9Q: 3 clusters Score -2640073 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2640795.500000 Penalty: 4930.508789
	Iteration 10F: 3 clusters Score -2640796 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2641768.500000 Penalty: 4930.508789
	Iteration 11F: 3 clusters Score -2641768 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2642871.500000 Penalty: 4930.508789
	Iteration 12F: 3 clusters Score -2642872 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2643792.000000 Penalty: 4930.508789
	Iteration 13Q: 3 clusters Score -2643792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2644473.750000 Penalty: 4930.508789
	Iteration 14Q: 3 clusters Score -2644474 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2644877.750000 Penalty: 4930.508789
	Iteration 15Q: 3 clusters Score -2644878 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2645117.750000 Penalty: 4930.508789
	Iteration 16Q: 3 clusters Score -2645118 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2645259.750000 Penalty: 4930.508789
	Iteration 17Q: 3 clusters Score -2645260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2645320.500000 Penalty: 4930.508789
	Iteration 18Q: 3 clusters Score -2645320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2645367.000000 Penalty: 4930.508789
	Iteration 19Q: 3 clusters Score -2645367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2645399.750000 Penalty: 4930.508789
	Iteration 20F: 3 clusters Score -2645400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2645431.500000 Penalty: 4930.508789
	Iteration 21Q: 3 clusters Score -2645432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2645448.750000 Penalty: 4930.508789
	Iteration 22Q: 3 clusters Score -2645449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2645455.250000 Penalty: 4930.508789
	Iteration 23Q: 3 clusters Score -2645455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2645462.250000 Penalty: 4930.508789
	Iteration 24Q: 3 clusters Score -2645462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2645480.000000 Penalty: 4930.508789
	Iteration 25Q: 3 clusters Score -2645480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2645483.750000 Penalty: 4930.508789
	Iteration 26Q: 3 clusters Score -2645484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2645494.250000 Penalty: 4930.508789
	Iteration 27Q: 3 clusters Score -2645494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2645504.750000 Penalty: 4930.508789
	Iteration 28Q: 3 clusters Score -2645505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2645503.500000 Penalty: 4930.508789
	Iteration 29Q: 3 clusters Score -2645504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2645505.750000 Penalty: 4930.508789
	Iteration 30Q: 3 clusters Score -2645506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2645507.500000 Penalty: 4930.508789
	Iteration 31Q: 3 clusters Score -2645508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2645511.250000 Penalty: 4930.508789
	Iteration 32Q: 3 clusters Score -2645511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2645512.750000 Penalty: 4930.508789
	Iteration 33Q: 3 clusters Score -2645513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2645516.250000 Penalty: 4930.508789
	Iteration 34Q: 3 clusters Score -2645516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2645515.000000 Penalty: 4930.508789
	Iteration 35Q: 3 clusters Score -2645515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2645515.500000 Penalty: 4930.508789
	Iteration 36Q: 3 clusters Score -2645516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2645515.250000 Penalty: 4930.508789
	Iteration 37Q: 3 clusters Score -2645515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2645514.250000 Penalty: 4930.508789
	Iteration 38Q: 3 clusters Score -2645514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2645516.250000 Penalty: 4930.508789
	Iteration 39Q: 3 clusters Score -2645516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2645518.750000 Penalty: 4930.508789
	Iteration 40F: 3 clusters Score -2645519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2645518.250000 Penalty: 4930.508789
	Iteration 41Q: 3 clusters Score -2645518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2645521.000000 Penalty: 4930.508789
	Iteration 42Q: 3 clusters Score -2645521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2645520.750000 Penalty: 4930.508789
	Iteration 43Q: 3 clusters Score -2645521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2645520.750000 Penalty: 4930.508789
	Iteration 44F: 3 clusters Score -2645521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30661.753906 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -30661.75 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 158 members 
Entering Unmasked Estep 
Score: -29357.355469 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -29357.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29563.128906 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -29563.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29639.142578 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -29639.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29657.380859 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -29657.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29678.150391 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -29678.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29704.923828 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -29704.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29727.222656 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -29727.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29740.974609 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -29740.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29761.708984 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -29761.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29787.291016 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -29787.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29791.021484 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -29791.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29792.613281 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -29792.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29792.613281 Penalty: 2856.415283
	Iteration 12F: 3 clusters Score -29792.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Entering Unmasked Estep 
Score: -20779564.000000 Penalty: 2979.663818
	Iteration 0F: 2 clusters Score -2.077956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -20672184.000000 Penalty: 5959.327637
	Iteration 0F: 3 clusters Score -2.067218e+07 nChanged 79174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -20717776.000000 Penalty: 5959.327637
	Iteration 1F: 3 clusters Score -2.071778e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -20718810.000000 Penalty: 5959.327637
	Iteration 2Q: 3 clusters Score -2.071881e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -20719988.000000 Penalty: 5959.327637
	Iteration 3Q: 3 clusters Score -2.071999e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -20721640.000000 Penalty: 5959.327637
	Iteration 4Q: 3 clusters Score -2.072164e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -20724086.000000 Penalty: 5959.327637
	Iteration 5Q: 3 clusters Score -2.072409e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -20728058.000000 Penalty: 5959.327637
	Iteration 6Q: 3 clusters Score -2.072806e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -20734892.000000 Penalty: 5959.327637
	Iteration 7F: 3 clusters Score -2.073489e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -20744668.000000 Penalty: 5959.327637
	Iteration 8F: 3 clusters Score -2.074467e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 132170 members 
Entering Unmasked Estep 
Score: -20755500.000000 Penalty: 5959.327637
	Iteration 9F: 3 clusters Score -2.07555e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -20764122.000000 Penalty: 5959.327637
	Iteration 10F: 3 clusters Score -2.076412e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -20769302.000000 Penalty: 5959.327637
	Iteration 11Q: 3 clusters Score -2.07693e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 149013 members 
Entering Unmasked Estep 
Score: -20772090.000000 Penalty: 5959.327637
	Iteration 12Q: 3 clusters Score -2.077209e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 151456 members 
Entering Unmasked Estep 
Score: -20773746.000000 Penalty: 5959.327637
	Iteration 13Q: 3 clusters Score -2.077375e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -20774616.000000 Penalty: 5959.327637
	Iteration 14Q: 3 clusters Score -2.077462e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 154991 members 
Entering Unmasked Estep 
Score: -20775326.000000 Penalty: 5959.327637
	Iteration 15Q: 3 clusters Score -2.077533e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -20775830.000000 Penalty: 5959.327637
	Iteration 16Q: 3 clusters Score -2.077583e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -20776230.000000 Penalty: 5959.327637
	Iteration 17Q: 3 clusters Score -2.077623e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -20776448.000000 Penalty: 5959.327637
	Iteration 18Q: 3 clusters Score -2.077645e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -20776648.000000 Penalty: 5959.327637
	Iteration 19Q: 3 clusters Score -2.077665e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 159899 members 
Entering Unmasked Estep 
Score: -20776854.000000 Penalty: 5959.327637
	Iteration 20F: 3 clusters Score -2.077685e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 160461 members 
Entering Unmasked Estep 
Score: -20777026.000000 Penalty: 5959.327637
	Iteration 21Q: 3 clusters Score -2.077703e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -20777130.000000 Penalty: 5959.327637
	Iteration 22Q: 3 clusters Score -2.077713e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -20777194.000000 Penalty: 5959.327637
	Iteration 23Q: 3 clusters Score -2.077719e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -20777226.000000 Penalty: 5959.327637
	Iteration 24Q: 3 clusters Score -2.077723e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -20777280.000000 Penalty: 5959.327637
	Iteration 25Q: 3 clusters Score -2.077728e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -20777354.000000 Penalty: 5959.327637
	Iteration 26Q: 3 clusters Score -2.077735e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -20777376.000000 Penalty: 5959.327637
	Iteration 27Q: 3 clusters Score -2.077738e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -20777400.000000 Penalty: 5959.327637
	Iteration 28Q: 3 clusters Score -2.07774e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 162363 members 
Entering Unmasked Estep 
Score: -20777424.000000 Penalty: 5959.327637
	Iteration 29Q: 3 clusters Score -2.077742e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -20777472.000000 Penalty: 5959.327637
	Iteration 30Q: 3 clusters Score -2.077747e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 162554 members 
Entering Unmasked Estep 
Score: -20777494.000000 Penalty: 5959.327637
	Iteration 31Q: 3 clusters Score -2.077749e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 162644 members 
Entering Unmasked Estep 
Score: -20777530.000000 Penalty: 5959.327637
	Iteration 32Q: 3 clusters Score -2.077753e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -20777552.000000 Penalty: 5959.327637
	Iteration 33Q: 3 clusters Score -2.077755e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 162774 members 
Entering Unmasked Estep 
Score: -20777580.000000 Penalty: 5959.327637
	Iteration 34Q: 3 clusters Score -2.077758e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 162817 members 
Entering Unmasked Estep 
Score: -20777634.000000 Penalty: 5959.327637
	Iteration 35Q: 3 clusters Score -2.077763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -20777620.000000 Penalty: 5959.327637
	Iteration 36Q: 3 clusters Score -2.077762e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 162882 members 
Entering Unmasked Estep 
Score: -20777632.000000 Penalty: 5959.327637
	Iteration 37Q: 3 clusters Score -2.077763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -20777612.000000 Penalty: 5959.327637
	Iteration 38Q: 3 clusters Score -2.077761e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -20777586.000000 Penalty: 5959.327637
	Iteration 39Q: 3 clusters Score -2.077759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -20777604.000000 Penalty: 5959.327637
	Iteration 40F: 3 clusters Score -2.07776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -20777612.000000 Penalty: 5959.327637
	Iteration 41Q: 3 clusters Score -2.077761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 162977 members 
Entering Unmasked Estep 
Score: -20777638.000000 Penalty: 5959.327637
	Iteration 42Q: 3 clusters Score -2.077764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 162986 members 
Entering Unmasked Estep 
Score: -20777624.000000 Penalty: 5959.327637
	Iteration 43Q: 3 clusters Score -2.077762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -20777610.000000 Penalty: 5959.327637
	Iteration 44Q: 3 clusters Score -2.077761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -20777612.000000 Penalty: 5959.327637
	Iteration 45Q: 3 clusters Score -2.077761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 163007 members 
Entering Unmasked Estep 
Score: -20777608.000000 Penalty: 5959.327637
	Iteration 46Q: 3 clusters Score -2.077761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -20777610.000000 Penalty: 5959.327637
	Iteration 47Q: 3 clusters Score -2.077761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -20777614.000000 Penalty: 5959.327637
	Iteration 48Q: 3 clusters Score -2.077761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -20777628.000000 Penalty: 5959.327637
	Iteration 49Q: 3 clusters Score -2.077763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 163037 members 
Entering Unmasked Estep 
Score: -20777610.000000 Penalty: 5959.327637
	Iteration 50Q: 3 clusters Score -2.077761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -20777624.000000 Penalty: 5959.327637
	Iteration 51Q: 3 clusters Score -2.077762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -20777606.000000 Penalty: 5959.327637
	Iteration 52Q: 3 clusters Score -2.077761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -20777606.000000 Penalty: 5959.327637
	Iteration 53Q: 3 clusters Score -2.077761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -20777612.000000 Penalty: 5959.327637
	Iteration 54Q: 3 clusters Score -2.077761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -20777612.000000 Penalty: 5959.327637
	Iteration 55Q: 3 clusters Score -2.077761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 163068 members 
Entering Unmasked Estep 
Score: -20777614.000000 Penalty: 5959.327637
	Iteration 56Q: 3 clusters Score -2.077761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -20777636.000000 Penalty: 5959.327637
	Iteration 57Q: 3 clusters Score -2.077764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -20777640.000000 Penalty: 5959.327637
	Iteration 58Q: 3 clusters Score -2.077764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -20777654.000000 Penalty: 5959.327637
	Iteration 59Q: 3 clusters Score -2.077765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 163095 members 
Entering Unmasked Estep 
Score: -20777638.000000 Penalty: 5959.327637
	Iteration 60F: 3 clusters Score -2.077764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -20777646.000000 Penalty: 5959.327637
	Iteration 61Q: 3 clusters Score -2.077765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -20777642.000000 Penalty: 5959.327637
	Iteration 62Q: 3 clusters Score -2.077764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -20777640.000000 Penalty: 5959.327637
	Iteration 63Q: 3 clusters Score -2.077764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -20777648.000000 Penalty: 5959.327637
	Iteration 64Q: 3 clusters Score -2.077765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -20777662.000000 Penalty: 5959.327637
	Iteration 65Q: 3 clusters Score -2.077766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -20777660.000000 Penalty: 5959.327637
	Iteration 66Q: 3 clusters Score -2.077766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -20777650.000000 Penalty: 5959.327637
	Iteration 67Q: 3 clusters Score -2.077765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -20777650.000000 Penalty: 5959.327637
	Iteration 68Q: 3 clusters Score -2.077765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 163131 members 
Entering Unmasked Estep 
Score: -20777640.000000 Penalty: 5959.327637
	Iteration 69Q: 3 clusters Score -2.077764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 163134 members 
Entering Unmasked Estep 
Score: -20777640.000000 Penalty: 5959.327637
	Iteration 70Q: 3 clusters Score -2.077764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -20777638.000000 Penalty: 5959.327637
	Iteration 71Q: 3 clusters Score -2.077764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -20777646.000000 Penalty: 5959.327637
	Iteration 72Q: 3 clusters Score -2.077765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -20777642.000000 Penalty: 5959.327637
	Iteration 73Q: 3 clusters Score -2.077764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -20777636.000000 Penalty: 5959.327637
	Iteration 74Q: 3 clusters Score -2.077764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -20777616.000000 Penalty: 5959.327637
	Iteration 75Q: 3 clusters Score -2.077762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -20777644.000000 Penalty: 5959.327637
	Iteration 76Q: 3 clusters Score -2.077764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -20777628.000000 Penalty: 5959.327637
	Iteration 77Q: 3 clusters Score -2.077763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -20777632.000000 Penalty: 5959.327637
	Iteration 78Q: 3 clusters Score -2.077763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -20777628.000000 Penalty: 5959.327637
	Iteration 79Q: 3 clusters Score -2.077763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -20777648.000000 Penalty: 5959.327637
	Iteration 80F: 3 clusters Score -2.077765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -20777650.000000 Penalty: 5959.327637
	Iteration 81Q: 3 clusters Score -2.077765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -20777642.000000 Penalty: 5959.327637
	Iteration 82Q: 3 clusters Score -2.077764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -20777642.000000 Penalty: 5959.327637
	Iteration 83Q: 3 clusters Score -2.077764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -20777632.000000 Penalty: 5959.327637
	Iteration 84Q: 3 clusters Score -2.077763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -20777646.000000 Penalty: 5959.327637
	Iteration 85Q: 3 clusters Score -2.077765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -20777636.000000 Penalty: 5959.327637
	Iteration 86Q: 3 clusters Score -2.077764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -20777636.000000 Penalty: 5959.327637
	Iteration 87Q: 3 clusters Score -2.077764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -20777626.000000 Penalty: 5959.327637
	Iteration 88Q: 3 clusters Score -2.077763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 163206 members 
Entering Unmasked Estep 
Score: -20777622.000000 Penalty: 5959.327637
	Iteration 89Q: 3 clusters Score -2.077762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 163206 members 
Entering Unmasked Estep 
Score: -20777622.000000 Penalty: 5959.327637
	Iteration 90F: 3 clusters Score -2.077762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60172.14 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 268 members 
Entering Unmasked Estep 
Score: -58601.500000 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -58601.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58806.324219 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -58806.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58932.171875 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -58932.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59017.019531 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -59017.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59084.785156 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -59084.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59151.140625 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59151.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59213.234375 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59213.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59267.890625 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -59267.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59330.593750 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -59330.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59376.250000 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -59376.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59404.289062 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -59404.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59442.851562 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -59442.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59475.351562 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -59475.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59517.781250 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -59517.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59539.617188 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -59539.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59550.941406 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -59550.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59568.785156 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -59568.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59594.089844 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -59594.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59619.871094 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -59619.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59636.949219 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -59636.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59641.417969 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -59641.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59644.980469 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -59644.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59649.488281 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -59649.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59658.457031 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -59658.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59661.562500 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -59661.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59665.691406 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -59665.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59667.890625 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -59667.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59667.890625 Penalty: 3122.451904
	Iteration 27F: 3 clusters Score -59667.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56518 members 
Mstep: Class 10 contains 201321 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 164673 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157134 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20755 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165177 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736952.000000 Penalty: 71147.250000
Iteration 479Q: 22 clusters Score -1.05737e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56528 members 
Mstep: Class 10 contains 201324 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13561 members 
Mstep: Class 14 contains 164678 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157130 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20746 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165169 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736872.000000 Penalty: 71147.250000
Iteration 480F: 22 clusters Score -1.057369e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 46943 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56533 members 
Mstep: Class 10 contains 201313 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 164691 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157114 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20734 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165175 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736912.000000 Penalty: 71147.250000
Iteration 481Q: 22 clusters Score -1.057369e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 46954 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 56538 members 
Mstep: Class 10 contains 201282 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13555 members 
Mstep: Class 14 contains 164708 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157097 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20727 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165187 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736984.000000 Penalty: 71147.250000
Iteration 482Q: 22 clusters Score -1.05737e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 46957 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 56547 members 
Mstep: Class 10 contains 201249 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13555 members 
Mstep: Class 14 contains 164719 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157092 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20718 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165189 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736960.000000 Penalty: 71147.250000
Iteration 483Q: 22 clusters Score -1.05737e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 46956 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 56556 members 
Mstep: Class 10 contains 201216 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13556 members 
Mstep: Class 14 contains 164722 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157092 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20711 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165194 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736984.000000 Penalty: 71147.250000
Iteration 484Q: 22 clusters Score -1.05737e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 46961 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 56567 members 
Mstep: Class 10 contains 201166 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 164727 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157103 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20699 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165198 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736848.000000 Penalty: 71147.250000
Iteration 485Q: 22 clusters Score -1.057368e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 46962 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 56584 members 
Mstep: Class 10 contains 201139 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13556 members 
Mstep: Class 14 contains 164740 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157119 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20690 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165172 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736864.000000 Penalty: 71147.250000
Iteration 486Q: 22 clusters Score -1.057369e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 46963 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 56601 members 
Mstep: Class 10 contains 201118 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13552 members 
Mstep: Class 14 contains 164750 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157125 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20685 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165153 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737040.000000 Penalty: 71147.250000
Iteration 487Q: 22 clusters Score -1.05737e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 46967 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 56621 members 
Mstep: Class 10 contains 201104 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13549 members 
Mstep: Class 14 contains 164756 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157116 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20676 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165141 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736952.000000 Penalty: 71147.250000
Iteration 488Q: 22 clusters Score -1.05737e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 46972 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 10193 members 
Mstep: Class 9 contains 56644 members 
Mstep: Class 10 contains 201086 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13551 members 
Mstep: Class 14 contains 164763 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157094 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20669 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165136 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736792.000000 Penalty: 71147.250000
Iteration 489Q: 22 clusters Score -1.057368e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 46976 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10198 members 
Mstep: Class 9 contains 56657 members 
Mstep: Class 10 contains 201063 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13543 members 
Mstep: Class 14 contains 164756 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157091 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165157 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736872.000000 Penalty: 71147.250000
Iteration 490Q: 22 clusters Score -1.057369e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 46983 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 56673 members 
Mstep: Class 10 contains 201035 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13537 members 
Mstep: Class 14 contains 164748 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157068 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165189 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737032.000000 Penalty: 71147.250000
Iteration 491Q: 22 clusters Score -1.05737e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 46989 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10207 members 
Mstep: Class 9 contains 56684 members 
Mstep: Class 10 contains 201029 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13531 members 
Mstep: Class 14 contains 164722 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157055 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20661 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165203 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737056.000000 Penalty: 71147.250000
Iteration 492Q: 22 clusters Score -1.057371e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10212 members 
Mstep: Class 9 contains 56692 members 
Mstep: Class 10 contains 201021 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13522 members 
Mstep: Class 14 contains 164696 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157053 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20661 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165209 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737088.000000 Penalty: 71147.250000
Iteration 493Q: 22 clusters Score -1.057371e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 47010 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10213 members 
Mstep: Class 9 contains 56707 members 
Mstep: Class 10 contains 200998 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13518 members 
Mstep: Class 14 contains 164682 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157032 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20660 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165246 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736984.000000 Penalty: 71147.250000
Iteration 494Q: 22 clusters Score -1.05737e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 47021 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10218 members 
Mstep: Class 9 contains 56719 members 
Mstep: Class 10 contains 200976 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13512 members 
Mstep: Class 14 contains 164656 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 157004 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20659 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165296 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737008.000000 Penalty: 71147.250000
Iteration 495Q: 22 clusters Score -1.05737e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 47025 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 10220 members 
Mstep: Class 9 contains 56733 members 
Mstep: Class 10 contains 200948 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13508 members 
Mstep: Class 14 contains 164631 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156984 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20657 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165348 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737088.000000 Penalty: 71147.250000
Iteration 496Q: 22 clusters Score -1.057371e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 47033 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 10224 members 
Mstep: Class 9 contains 56740 members 
Mstep: Class 10 contains 200905 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 14 contains 164618 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156990 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20653 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165389 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737016.000000 Penalty: 71147.250000
Iteration 497Q: 22 clusters Score -1.05737e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 47051 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 10229 members 
Mstep: Class 9 contains 56760 members 
Mstep: Class 10 contains 200876 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13497 members 
Mstep: Class 14 contains 164600 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156998 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20647 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165383 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736984.000000 Penalty: 71147.250000
Iteration 498Q: 22 clusters Score -1.05737e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 47066 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 10233 members 
Mstep: Class 9 contains 56775 members 
Mstep: Class 10 contains 200843 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13489 members 
Mstep: Class 14 contains 164589 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156978 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20642 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165412 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737024.000000 Penalty: 71147.250000
Iteration 499Q: 22 clusters Score -1.05737e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 47087 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 10235 members 
Mstep: Class 9 contains 56784 members 
Mstep: Class 10 contains 200823 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 13485 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 156963 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 20636 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 165429 members 
Mstep: Class 21 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737128.000000 Penalty: 71147.250000
Iteration 500F: 22 clusters Score -1.057371e+08 nChanged 286
Maximum iterations exceeded
--- Evaluating fit on full set of 2570882 points ---
Entering Unmasked Estep 
Score: -320293472.000000 Penalty: 76868.828125
21->22 Clusters: Score -320293472.000000, best is -320287808.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 856960 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 40711 members 
Mstep: Class 3 contains 41051 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 40886 members 
Mstep: Class 6 contains 40706 members 
Mstep: Class 7 contains 40552 members 
Mstep: Class 8 contains 40845 members 
Mstep: Class 9 contains 40740 members 
Mstep: Class 10 contains 40649 members 
Mstep: Class 11 contains 40543 members 
Mstep: Class 12 contains 40903 members 
Mstep: Class 13 contains 40844 members 
Mstep: Class 14 contains 40945 members 
Mstep: Class 15 contains 40857 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 17 contains 40787 members 
Mstep: Class 18 contains 40854 members 
Mstep: Class 19 contains 41176 members 
Mstep: Class 20 contains 40601 members 
Mstep: Class 21 contains 40939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 538.228821 but Gain 3387.968750
Score: -101989112.000000 Penalty: 67759.281250
Iteration 0F: 21 clusters Score -1.019891e+08 nChanged 813593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2287 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 27443 members 
Mstep: Class 4 contains 30270 members 
Mstep: Class 5 contains 111738 members 
Mstep: Class 7 contains 19836 members 
Mstep: Class 8 contains 112230 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 64721 members 
Mstep: Class 11 contains 42120 members 
Mstep: Class 12 contains 12231 members 
Mstep: Class 13 contains 44558 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 15 contains 12705 members 
Mstep: Class 16 contains 50253 members 
Mstep: Class 17 contains 121048 members 
Mstep: Class 18 contains 28597 members 
Mstep: Class 19 contains 39562 members 
Mstep: Class 20 contains 16361 members 
Mstep: Class 21 contains 48081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104514880.000000 Penalty: 67759.281250
Iteration 1F: 21 clusters Score -1.045149e+08 nChanged 275130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2330 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 20784 members 
Mstep: Class 4 contains 29218 members 
Mstep: Class 5 contains 153230 members 
Mstep: Class 7 contains 16462 members 
Mstep: Class 8 contains 145072 members 
Mstep: Class 9 contains 5643 members 
Mstep: Class 10 contains 62594 members 
Mstep: Class 11 contains 23893 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 36957 members 
Mstep: Class 14 contains 36351 members 
Mstep: Class 15 contains 8288 members 
Mstep: Class 16 contains 55066 members 
Mstep: Class 17 contains 143267 members 
Mstep: Class 18 contains 27743 members 
Mstep: Class 19 contains 24298 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 41873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2853.779297 but Gain 3387.960938
Score: -104840104.000000 Penalty: 64371.320312
Iteration 2F: 20 clusters Score -1.048401e+08 nChanged 170643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2098 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 15318 members 
Mstep: Class 4 contains 25330 members 
Mstep: Class 5 contains 185702 members 
Mstep: Class 7 contains 12996 members 
Mstep: Class 8 contains 168790 members 
Mstep: Class 10 contains 55995 members 
Mstep: Class 11 contains 11499 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 26637 members 
Mstep: Class 14 contains 39489 members 
Mstep: Class 15 contains 4901 members 
Mstep: Class 16 contains 49171 members 
Mstep: Class 17 contains 162754 members 
Mstep: Class 18 contains 23488 members 
Mstep: Class 19 contains 16951 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 43069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2073.444336 but Gain 3387.964844
Score: -105019392.000000 Penalty: 60983.355469
Iteration 3F: 19 clusters Score -1.050194e+08 nChanged 138794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1398 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 20969 members 
Mstep: Class 5 contains 203031 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 8 contains 189130 members 
Mstep: Class 10 contains 47729 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 44262 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 16 contains 40138 members 
Mstep: Class 17 contains 183140 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 44221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1586.004028 but Gain 3387.964844
Score: -105151296.000000 Penalty: 57595.390625
Iteration 4F: 18 clusters Score -1.051513e+08 nChanged 118026
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 18912 members 
Mstep: Class 5 contains 198238 members 
Mstep: Class 7 contains 8127 members 
Mstep: Class 8 contains 199516 members 
Mstep: Class 10 contains 42673 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 7893 members 
Mstep: Class 14 contains 49329 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 34373 members 
Mstep: Class 17 contains 210729 members 
Mstep: Class 18 contains 18404 members 
Mstep: Class 19 contains 9202 members 
Mstep: Class 21 contains 42858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2286.254395 but Gain 3387.960938
Score: -105260840.000000 Penalty: 54207.429688
Iteration 5F: 17 clusters Score -1.052608e+08 nChanged 105879
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 5637 members 
Mstep: Class 4 contains 18563 members 
Mstep: Class 5 contains 183816 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 196152 members 
Mstep: Class 10 contains 40220 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 2524 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 14 contains 54859 members 
Mstep: Class 16 contains 31790 members 
Mstep: Class 17 contains 244411 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 21 contains 39124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105360920.000000 Penalty: 54207.429688
Iteration 6F: 17 clusters Score -1.053609e+08 nChanged 97162
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 18689 members 
Mstep: Class 5 contains 169116 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 185216 members 
Mstep: Class 10 contains 39325 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 60999 members 
Mstep: Class 16 contains 31058 members 
Mstep: Class 17 contains 274997 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 4333 members 
Mstep: Class 21 contains 34303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105425080.000000 Penalty: 54207.429688
Iteration 7F: 17 clusters Score -1.054251e+08 nChanged 89371
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 18624 members 
Mstep: Class 5 contains 158959 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 174481 members 
Mstep: Class 10 contains 39349 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 67102 members 
Mstep: Class 16 contains 30886 members 
Mstep: Class 17 contains 297681 members 
Mstep: Class 18 contains 21179 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 21 contains 29470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105481928.000000 Penalty: 54207.429688
Iteration 8F: 17 clusters Score -1.054819e+08 nChanged 83577
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 18260 members 
Mstep: Class 5 contains 154722 members 
Mstep: Class 7 contains 4354 members 
Mstep: Class 8 contains 163962 members 
Mstep: Class 10 contains 39766 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 1386 members 
Mstep: Class 14 contains 72642 members 
Mstep: Class 16 contains 30456 members 
Mstep: Class 17 contains 313720 members 
Mstep: Class 18 contains 21364 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 21 contains 25421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105519472.000000 Penalty: 54207.429688
Iteration 9F: 17 clusters Score -1.055195e+08 nChanged 74983
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 17705 members 
Mstep: Class 5 contains 156321 members 
Mstep: Class 7 contains 3821 members 
Mstep: Class 8 contains 158970 members 
Mstep: Class 10 contains 40318 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 77979 members 
Mstep: Class 16 contains 29630 members 
Mstep: Class 17 contains 317763 members 
Mstep: Class 18 contains 20890 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 21 contains 22526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105548528.000000 Penalty: 54207.429688
Iteration 10F: 17 clusters Score -1.055485e+08 nChanged 60397
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 17439 members 
Mstep: Class 5 contains 159759 members 
Mstep: Class 7 contains 3465 members 
Mstep: Class 8 contains 159946 members 
Mstep: Class 10 contains 41356 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 83119 members 
Mstep: Class 16 contains 28807 members 
Mstep: Class 17 contains 312066 members 
Mstep: Class 18 contains 20219 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 21 contains 20552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105576928.000000 Penalty: 54207.429688
Iteration 11F: 17 clusters Score -1.055769e+08 nChanged 47116
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 449 members 
Mstep: Class 4 contains 17514 members 
Mstep: Class 5 contains 161525 members 
Mstep: Class 7 contains 3245 members 
Mstep: Class 8 contains 164452 members 
Mstep: Class 10 contains 43186 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 87871 members 
Mstep: Class 16 contains 28155 members 
Mstep: Class 17 contains 302383 members 
Mstep: Class 18 contains 19653 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 21 contains 19151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105595048.000000 Penalty: 54207.429688
Iteration 12F: 17 clusters Score -1.05595e+08 nChanged 37930
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 17753 members 
Mstep: Class 5 contains 161734 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 170123 members 
Mstep: Class 10 contains 45727 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 92444 members 
Mstep: Class 16 contains 27667 members 
Mstep: Class 17 contains 291050 members 
Mstep: Class 18 contains 19559 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 21 contains 18125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105604872.000000 Penalty: 54207.429688
Iteration 13Q: 17 clusters Score -1.056049e+08 nChanged 34079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2694 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 18142 members 
Mstep: Class 5 contains 161688 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 175714 members 
Mstep: Class 10 contains 48785 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 96587 members 
Mstep: Class 16 contains 27618 members 
Mstep: Class 17 contains 278385 members 
Mstep: Class 18 contains 19908 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 21 contains 17495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105609928.000000 Penalty: 54207.429688
Iteration 14Q: 17 clusters Score -1.056099e+08 nChanged 30857
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 162380 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 8 contains 179632 members 
Mstep: Class 10 contains 52224 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 100327 members 
Mstep: Class 16 contains 27977 members 
Mstep: Class 17 contains 265648 members 
Mstep: Class 18 contains 20512 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 21 contains 17142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105613136.000000 Penalty: 54207.429688
Iteration 15Q: 17 clusters Score -1.056131e+08 nChanged 26638
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 370 members 
Mstep: Class 4 contains 19054 members 
Mstep: Class 5 contains 164292 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 180998 members 
Mstep: Class 10 contains 55981 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 103689 members 
Mstep: Class 16 contains 28707 members 
Mstep: Class 17 contains 253466 members 
Mstep: Class 18 contains 21304 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 21 contains 16972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105615880.000000 Penalty: 54207.429688
Iteration 16Q: 17 clusters Score -1.056159e+08 nChanged 24102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 19436 members 
Mstep: Class 5 contains 166677 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 180380 members 
Mstep: Class 10 contains 60201 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 106737 members 
Mstep: Class 16 contains 29788 members 
Mstep: Class 17 contains 242270 members 
Mstep: Class 18 contains 22130 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 21 contains 16896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105620224.000000 Penalty: 54207.429688
Iteration 17Q: 17 clusters Score -1.056202e+08 nChanged 22107
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19733 members 
Mstep: Class 5 contains 168975 members 
Mstep: Class 7 contains 2917 members 
Mstep: Class 8 contains 178640 members 
Mstep: Class 10 contains 64691 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 109379 members 
Mstep: Class 16 contains 31076 members 
Mstep: Class 17 contains 232097 members 
Mstep: Class 18 contains 23057 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 21 contains 16925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105623920.000000 Penalty: 54207.429688
Iteration 18Q: 17 clusters Score -1.056239e+08 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 170692 members 
Mstep: Class 7 contains 2862 members 
Mstep: Class 8 contains 176401 members 
Mstep: Class 10 contains 69502 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 111630 members 
Mstep: Class 16 contains 32453 members 
Mstep: Class 17 contains 222958 members 
Mstep: Class 18 contains 23994 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 21 contains 17013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105627712.000000 Penalty: 54207.429688
Iteration 19Q: 17 clusters Score -1.056277e+08 nChanged 19706
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 20131 members 
Mstep: Class 5 contains 171532 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 174040 members 
Mstep: Class 10 contains 74735 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 113553 members 
Mstep: Class 16 contains 33815 members 
Mstep: Class 17 contains 214847 members 
Mstep: Class 18 contains 24926 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 21 contains 17110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105632200.000000 Penalty: 54207.429688
Iteration 20F: 17 clusters Score -1.056322e+08 nChanged 18416
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 20140 members 
Mstep: Class 5 contains 171581 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 171737 members 
Mstep: Class 10 contains 80162 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 115107 members 
Mstep: Class 16 contains 35157 members 
Mstep: Class 17 contains 207936 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 21 contains 17222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105636584.000000 Penalty: 54207.429688
Iteration 21Q: 17 clusters Score -1.056366e+08 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 20122 members 
Mstep: Class 5 contains 170847 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 169789 members 
Mstep: Class 10 contains 85642 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1510 members 
Mstep: Class 14 contains 116313 members 
Mstep: Class 16 contains 36299 members 
Mstep: Class 17 contains 202028 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 21 contains 17361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105641176.000000 Penalty: 54207.429688
Iteration 22Q: 17 clusters Score -1.056412e+08 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 169456 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 167814 members 
Mstep: Class 10 contains 91426 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1514 members 
Mstep: Class 14 contains 117187 members 
Mstep: Class 16 contains 37301 members 
Mstep: Class 17 contains 197120 members 
Mstep: Class 18 contains 26957 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 17506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105645672.000000 Penalty: 54207.429688
Iteration 23Q: 17 clusters Score -1.056457e+08 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 19879 members 
Mstep: Class 5 contains 167397 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 166010 members 
Mstep: Class 10 contains 97564 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 117817 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 192926 members 
Mstep: Class 18 contains 27446 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 17654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105649272.000000 Penalty: 54207.429688
Iteration 24Q: 17 clusters Score -1.056493e+08 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 19688 members 
Mstep: Class 5 contains 165102 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 164460 members 
Mstep: Class 10 contains 103921 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 118134 members 
Mstep: Class 16 contains 38697 members 
Mstep: Class 17 contains 189184 members 
Mstep: Class 18 contains 27821 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 21 contains 17819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105652656.000000 Penalty: 54207.429688
Iteration 25Q: 17 clusters Score -1.056527e+08 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 353 members 
Mstep: Class 4 contains 19463 members 
Mstep: Class 5 contains 162933 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 163070 members 
Mstep: Class 10 contains 110262 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 118222 members 
Mstep: Class 16 contains 39049 members 
Mstep: Class 17 contains 185840 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 21 contains 17954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105657048.000000 Penalty: 54207.429688
Iteration 26Q: 17 clusters Score -1.05657e+08 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 160866 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 161639 members 
Mstep: Class 10 contains 116607 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 118054 members 
Mstep: Class 16 contains 39228 members 
Mstep: Class 17 contains 182968 members 
Mstep: Class 18 contains 28159 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 21 contains 18092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105660112.000000 Penalty: 54207.429688
Iteration 27Q: 17 clusters Score -1.056601e+08 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 5 contains 158899 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 160253 members 
Mstep: Class 10 contains 123084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 117639 members 
Mstep: Class 16 contains 39223 members 
Mstep: Class 17 contains 180406 members 
Mstep: Class 18 contains 28149 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 21 contains 18216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105663872.000000 Penalty: 54207.429688
Iteration 28Q: 17 clusters Score -1.056639e+08 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 18732 members 
Mstep: Class 5 contains 157109 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 158881 members 
Mstep: Class 10 contains 129711 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 117020 members 
Mstep: Class 16 contains 39050 members 
Mstep: Class 17 contains 177987 members 
Mstep: Class 18 contains 28060 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 21 contains 18330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105666840.000000 Penalty: 54207.429688
Iteration 29Q: 17 clusters Score -1.056668e+08 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 18497 members 
Mstep: Class 5 contains 155464 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 157833 members 
Mstep: Class 10 contains 136250 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 116286 members 
Mstep: Class 16 contains 38669 members 
Mstep: Class 17 contains 175639 members 
Mstep: Class 18 contains 27826 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 21 contains 18420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105669152.000000 Penalty: 54207.429688
Iteration 30Q: 17 clusters Score -1.056692e+08 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 18249 members 
Mstep: Class 5 contains 153989 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 156611 members 
Mstep: Class 10 contains 142919 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 115450 members 
Mstep: Class 16 contains 38167 members 
Mstep: Class 17 contains 173535 members 
Mstep: Class 18 contains 27497 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 21 contains 18471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105671768.000000 Penalty: 54207.429688
Iteration 31Q: 17 clusters Score -1.056718e+08 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 18051 members 
Mstep: Class 5 contains 152141 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 155184 members 
Mstep: Class 10 contains 150568 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 114473 members 
Mstep: Class 16 contains 37475 members 
Mstep: Class 17 contains 171460 members 
Mstep: Class 18 contains 27011 members 
Mstep: Class 19 contains 1988 members 
Mstep: Class 21 contains 18504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105674360.000000 Penalty: 54207.429688
Iteration 32Q: 17 clusters Score -1.056744e+08 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 17823 members 
Mstep: Class 5 contains 148573 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 152849 members 
Mstep: Class 10 contains 162044 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 113434 members 
Mstep: Class 16 contains 36148 members 
Mstep: Class 17 contains 169233 members 
Mstep: Class 18 contains 26210 members 
Mstep: Class 19 contains 1999 members 
Mstep: Class 21 contains 18535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105675488.000000 Penalty: 54207.429688
Iteration 33Q: 17 clusters Score -1.056755e+08 nChanged 26782
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 141090 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 148947 members 
Mstep: Class 10 contains 181276 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 112341 members 
Mstep: Class 16 contains 33505 members 
Mstep: Class 17 contains 166518 members 
Mstep: Class 18 contains 24949 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 21 contains 18544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105666952.000000 Penalty: 54207.429688
Iteration 34Q: 17 clusters Score -1.05667e+08 nChanged 37774
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 17424 members 
Mstep: Class 5 contains 129301 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 143422 members 
Mstep: Class 10 contains 207599 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 111654 members 
Mstep: Class 16 contains 29585 members 
Mstep: Class 17 contains 163556 members 
Mstep: Class 18 contains 23619 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 21 contains 18520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105644384.000000 Penalty: 54207.429688
Iteration 35Q: 17 clusters Score -1.056444e+08 nChanged 35843
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 119890 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 140485 members 
Mstep: Class 10 contains 225172 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 111510 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 17 contains 162479 members 
Mstep: Class 18 contains 22907 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 21 contains 18503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105625488.000000 Penalty: 54207.429688
Iteration 36Q: 17 clusters Score -1.056255e+08 nChanged 25269
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 17724 members 
Mstep: Class 5 contains 115624 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 140972 members 
Mstep: Class 10 contains 229803 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 111730 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 163164 members 
Mstep: Class 18 contains 22981 members 
Mstep: Class 19 contains 2123 members 
Mstep: Class 21 contains 18485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105620320.000000 Penalty: 54207.429688
Iteration 37Q: 17 clusters Score -1.056203e+08 nChanged 18249
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 18006 members 
Mstep: Class 5 contains 114206 members 
Mstep: Class 7 contains 2744 members 
Mstep: Class 8 contains 143437 members 
Mstep: Class 10 contains 227700 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 14 contains 111979 members 
Mstep: Class 16 contains 22886 members 
Mstep: Class 17 contains 164401 members 
Mstep: Class 18 contains 23413 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 21 contains 18475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105621904.000000 Penalty: 54207.429688
Iteration 38Q: 17 clusters Score -1.056219e+08 nChanged 14944
Entering ConstructFrom: 
Score: -105621904.000000 Penalty: 54207.429688
Entering ConstructFrom: 
Trying to split cluster 2 (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: -289386.906250 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -289386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -286472.250000 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -286472.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287029.593750 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -287029.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -287176.281250 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -287176.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -287248.218750 Penalty: 3870.706299
	Iteration 3Q: 3 clusters Score -287248.2 nChanged 73
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: -287306.718750 Penalty: 3870.706299
	Iteration 4Q: 3 clusters Score -287306.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -287360.031250 Penalty: 3870.706299
	Iteration 5Q: 3 clusters Score -287360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -287402.250000 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -287402.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -287446.062500 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -287446.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287495.812500 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -287495.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -287525.843750 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -287525.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -287552.906250 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -287552.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -287582.187500 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -287582.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -287609.593750 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -287609.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -287634.312500 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -287634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287658.031250 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -287658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287693.343750 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -287693.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287715.750000 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -287715.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -287732.281250 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -287732.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -287742.562500 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -287742.6 nChanged 14
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: -287751.093750 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -287751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -287762.437500 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -287762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -287772.375000 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -287772.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -287780.687500 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -287780.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -287790.968750 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -287791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -287802.000000 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -287802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -287811.062500 Penalty: 3870.706299
	Iteration 25Q: 3 clusters Score -287811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -287821.968750 Penalty: 3870.706299
	Iteration 26Q: 3 clusters Score -287822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -287827.625000 Penalty: 3870.706299
	Iteration 27Q: 3 clusters Score -287827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -287833.437500 Penalty: 3870.706299
	Iteration 28Q: 3 clusters Score -287833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -287837.000000 Penalty: 3870.706299
	Iteration 29Q: 3 clusters Score -287837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -287840.125000 Penalty: 3870.706299
	Iteration 30Q: 3 clusters Score -287840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -287842.093750 Penalty: 3870.706299
	Iteration 31Q: 3 clusters Score -287842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -287844.968750 Penalty: 3870.706299
	Iteration 32Q: 3 clusters Score -287845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -287847.093750 Penalty: 3870.706299
	Iteration 33Q: 3 clusters Score -287847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -287851.062500 Penalty: 3870.706299
	Iteration 34Q: 3 clusters Score -287851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -287853.468750 Penalty: 3870.706299
	Iteration 35Q: 3 clusters Score -287853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -287854.281250 Penalty: 3870.706299
	Iteration 36Q: 3 clusters Score -287854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -287856.125000 Penalty: 3870.706299
	Iteration 37Q: 3 clusters Score -287856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -287856.937500 Penalty: 3870.706299
	Iteration 38Q: 3 clusters Score -287856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -287860.531250 Penalty: 3870.706299
	Iteration 39Q: 3 clusters Score -287860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -287861.843750 Penalty: 3870.706299
	Iteration 40F: 3 clusters Score -287861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -287863.281250 Penalty: 3870.706299
	Iteration 41Q: 3 clusters Score -287863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -287864.125000 Penalty: 3870.706299
	Iteration 42Q: 3 clusters Score -287864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -287865.156250 Penalty: 3870.706299
	Iteration 43Q: 3 clusters Score -287865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -287866.250000 Penalty: 3870.706299
	Iteration 44Q: 3 clusters Score -287866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -287866.812500 Penalty: 3870.706299
	Iteration 45Q: 3 clusters Score -287866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -287868.093750 Penalty: 3870.706299
	Iteration 46Q: 3 clusters Score -287868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -287868.187500 Penalty: 3870.706299
	Iteration 47Q: 3 clusters Score -287868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -287868.656250 Penalty: 3870.706299
	Iteration 48Q: 3 clusters Score -287868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -287869.125000 Penalty: 3870.706299
	Iteration 49Q: 3 clusters Score -287869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -287871.406250 Penalty: 3870.706299
	Iteration 50Q: 3 clusters Score -287871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -287872.500000 Penalty: 3870.706299
	Iteration 51Q: 3 clusters Score -287872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -287874.312500 Penalty: 3870.706299
	Iteration 52Q: 3 clusters Score -287874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -287876.718750 Penalty: 3870.706299
	Iteration 53Q: 3 clusters Score -287876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -287879.187500 Penalty: 3870.706299
	Iteration 54Q: 3 clusters Score -287879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -287880.000000 Penalty: 3870.706299
	Iteration 55Q: 3 clusters Score -287880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -287880.625000 Penalty: 3870.706299
	Iteration 56Q: 3 clusters Score -287880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -287881.468750 Penalty: 3870.706299
	Iteration 57Q: 3 clusters Score -287881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -287881.468750 Penalty: 3870.706299
	Iteration 58F: 3 clusters Score -287881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -35574.757812 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -35574.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34362.402344 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -34362.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34589.769531 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -34589.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34681.527344 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -34681.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34702.730469 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -34702.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34708.320312 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -34708.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34710.250000 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -34710.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34712.925781 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -34712.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34712.925781 Penalty: 2896.958252
	Iteration 7F: 3 clusters Score -34712.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Entering Unmasked Estep 
Score: -2325625.000000 Penalty: 2433.872070
	Iteration 0F: 2 clusters Score -2325625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2312679.500000 Penalty: 4867.744141
	Iteration 0F: 3 clusters Score -2312680 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2316846.000000 Penalty: 4867.744141
	Iteration 1F: 3 clusters Score -2316846 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2317366.000000 Penalty: 4867.744141
	Iteration 2F: 3 clusters Score -2317366 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2317950.250000 Penalty: 4867.744141
	Iteration 3F: 3 clusters Score -2317950 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2318593.000000 Penalty: 4867.744141
	Iteration 4F: 3 clusters Score -2318593 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2319400.250000 Penalty: 4867.744141
	Iteration 5F: 3 clusters Score -2319400 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2320306.500000 Penalty: 4867.744141
	Iteration 6F: 3 clusters Score -2320306 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2321319.000000 Penalty: 4867.744141
	Iteration 7F: 3 clusters Score -2321319 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2322201.000000 Penalty: 4867.744141
	Iteration 8F: 3 clusters Score -2322201 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2322828.750000 Penalty: 4867.744141
	Iteration 9Q: 3 clusters Score -2322829 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2323225.750000 Penalty: 4867.744141
	Iteration 10Q: 3 clusters Score -2323226 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2323466.500000 Penalty: 4867.744141
	Iteration 11Q: 3 clusters Score -2323466 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2323623.750000 Penalty: 4867.744141
	Iteration 12Q: 3 clusters Score -2323624 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2323738.500000 Penalty: 4867.744141
	Iteration 13Q: 3 clusters Score -2323738 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2323859.500000 Penalty: 4867.744141
	Iteration 14Q: 3 clusters Score -2323860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2323946.750000 Penalty: 4867.744141
	Iteration 15Q: 3 clusters Score -2323947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2324003.000000 Penalty: 4867.744141
	Iteration 16Q: 3 clusters Score -2324003 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2324054.500000 Penalty: 4867.744141
	Iteration 17Q: 3 clusters Score -2324054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2324095.750000 Penalty: 4867.744141
	Iteration 18Q: 3 clusters Score -2324096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2324124.250000 Penalty: 4867.744141
	Iteration 19Q: 3 clusters Score -2324124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2324160.750000 Penalty: 4867.744141
	Iteration 20F: 3 clusters Score -2324161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2324178.750000 Penalty: 4867.744141
	Iteration 21Q: 3 clusters Score -2324179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2324200.500000 Penalty: 4867.744141
	Iteration 22Q: 3 clusters Score -2324200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2324212.250000 Penalty: 4867.744141
	Iteration 23Q: 3 clusters Score -2324212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2324229.000000 Penalty: 4867.744141
	Iteration 24Q: 3 clusters Score -2324229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2324233.250000 Penalty: 4867.744141
	Iteration 25Q: 3 clusters Score -2324233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2324245.250000 Penalty: 4867.744141
	Iteration 26Q: 3 clusters Score -2324245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2324250.250000 Penalty: 4867.744141
	Iteration 27Q: 3 clusters Score -2324250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2324256.250000 Penalty: 4867.744141
	Iteration 28Q: 3 clusters Score -2324256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2324259.500000 Penalty: 4867.744141
	Iteration 29Q: 3 clusters Score -2324260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2324258.000000 Penalty: 4867.744141
	Iteration 30Q: 3 clusters Score -2324258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2324258.250000 Penalty: 4867.744141
	Iteration 31Q: 3 clusters Score -2324258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2324256.250000 Penalty: 4867.744141
	Iteration 32Q: 3 clusters Score -2324256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2324256.250000 Penalty: 4867.744141
	Iteration 33F: 3 clusters Score -2324256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Entering Unmasked Estep 
Score: -14379298.000000 Penalty: 2887.733154
	Iteration 0F: 2 clusters Score -1.43793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -14302886.000000 Penalty: 5775.466309
	Iteration 0F: 3 clusters Score -1.430289e+07 nChanged 54297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -14335842.000000 Penalty: 5775.466309
	Iteration 1F: 3 clusters Score -1.433584e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -14338520.000000 Penalty: 5775.466309
	Iteration 2Q: 3 clusters Score -1.433852e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -14342912.000000 Penalty: 5775.466309
	Iteration 3F: 3 clusters Score -1.434291e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -14350231.000000 Penalty: 5775.466309
	Iteration 4F: 3 clusters Score -1.435023e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -14359629.000000 Penalty: 5775.466309
	Iteration 5F: 3 clusters Score -1.435963e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -14368065.000000 Penalty: 5775.466309
	Iteration 6F: 3 clusters Score -1.436806e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -14371745.000000 Penalty: 5775.466309
	Iteration 7F: 3 clusters Score -1.437174e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -14372951.000000 Penalty: 5775.466309
	Iteration 8Q: 3 clusters Score -1.437295e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -14373669.000000 Penalty: 5775.466309
	Iteration 9Q: 3 clusters Score -1.437367e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -14374228.000000 Penalty: 5775.466309
	Iteration 10Q: 3 clusters Score -1.437423e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -14374592.000000 Penalty: 5775.466309
	Iteration 11Q: 3 clusters Score -1.437459e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -14374977.000000 Penalty: 5775.466309
	Iteration 12Q: 3 clusters Score -1.437498e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -14375321.000000 Penalty: 5775.466309
	Iteration 13Q: 3 clusters Score -1.437532e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -14375572.000000 Penalty: 5775.466309
	Iteration 14Q: 3 clusters Score -1.437557e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -14375785.000000 Penalty: 5775.466309
	Iteration 15Q: 3 clusters Score -1.437578e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -14376075.000000 Penalty: 5775.466309
	Iteration 16Q: 3 clusters Score -1.437608e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -14376325.000000 Penalty: 5775.466309
	Iteration 17Q: 3 clusters Score -1.437632e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -14376486.000000 Penalty: 5775.466309
	Iteration 18Q: 3 clusters Score -1.437649e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -14376700.000000 Penalty: 5775.466309
	Iteration 19Q: 3 clusters Score -1.43767e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -14376835.000000 Penalty: 5775.466309
	Iteration 20F: 3 clusters Score -1.437684e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -14376939.000000 Penalty: 5775.466309
	Iteration 21Q: 3 clusters Score -1.437694e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -14377010.000000 Penalty: 5775.466309
	Iteration 22Q: 3 clusters Score -1.437701e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -14377168.000000 Penalty: 5775.466309
	Iteration 23Q: 3 clusters Score -1.437717e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -14377310.000000 Penalty: 5775.466309
	Iteration 24Q: 3 clusters Score -1.437731e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -14377449.000000 Penalty: 5775.466309
	Iteration 25Q: 3 clusters Score -1.437745e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -14377585.000000 Penalty: 5775.466309
	Iteration 26Q: 3 clusters Score -1.437758e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -14377664.000000 Penalty: 5775.466309
	Iteration 27Q: 3 clusters Score -1.437766e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -14377747.000000 Penalty: 5775.466309
	Iteration 28Q: 3 clusters Score -1.437775e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -14377842.000000 Penalty: 5775.466309
	Iteration 29Q: 3 clusters Score -1.437784e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -14377902.000000 Penalty: 5775.466309
	Iteration 30Q: 3 clusters Score -1.43779e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -14377936.000000 Penalty: 5775.466309
	Iteration 31Q: 3 clusters Score -1.437794e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -14377945.000000 Penalty: 5775.466309
	Iteration 32Q: 3 clusters Score -1.437794e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -14377975.000000 Penalty: 5775.466309
	Iteration 33Q: 3 clusters Score -1.437798e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -14377984.000000 Penalty: 5775.466309
	Iteration 34Q: 3 clusters Score -1.437798e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -14378009.000000 Penalty: 5775.466309
	Iteration 35Q: 3 clusters Score -1.437801e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105771 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -14378016.000000 Penalty: 5775.466309
	Iteration 36Q: 3 clusters Score -1.437802e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -14378086.000000 Penalty: 5775.466309
	Iteration 37Q: 3 clusters Score -1.437809e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -14378118.000000 Penalty: 5775.466309
	Iteration 38Q: 3 clusters Score -1.437812e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -14378108.000000 Penalty: 5775.466309
	Iteration 39Q: 3 clusters Score -1.437811e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -14378112.000000 Penalty: 5775.466309
	Iteration 40F: 3 clusters Score -1.437811e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -14378154.000000 Penalty: 5775.466309
	Iteration 41Q: 3 clusters Score -1.437815e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -14378168.000000 Penalty: 5775.466309
	Iteration 42Q: 3 clusters Score -1.437817e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -14378215.000000 Penalty: 5775.466309
	Iteration 43Q: 3 clusters Score -1.437822e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -14378230.000000 Penalty: 5775.466309
	Iteration 44Q: 3 clusters Score -1.437823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -14378244.000000 Penalty: 5775.466309
	Iteration 45Q: 3 clusters Score -1.437824e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -14378235.000000 Penalty: 5775.466309
	Iteration 46Q: 3 clusters Score -1.437824e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -14378233.000000 Penalty: 5775.466309
	Iteration 47Q: 3 clusters Score -1.437823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -14378260.000000 Penalty: 5775.466309
	Iteration 48Q: 3 clusters Score -1.437826e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -14378275.000000 Penalty: 5775.466309
	Iteration 49Q: 3 clusters Score -1.437828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -14378284.000000 Penalty: 5775.466309
	Iteration 50Q: 3 clusters Score -1.437828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -14378290.000000 Penalty: 5775.466309
	Iteration 51Q: 3 clusters Score -1.437829e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -14378276.000000 Penalty: 5775.466309
	Iteration 52Q: 3 clusters Score -1.437828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -14378291.000000 Penalty: 5775.466309
	Iteration 53Q: 3 clusters Score -1.437829e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -14378311.000000 Penalty: 5775.466309
	Iteration 54Q: 3 clusters Score -1.437831e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -14378308.000000 Penalty: 5775.466309
	Iteration 55Q: 3 clusters Score -1.437831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -14378288.000000 Penalty: 5775.466309
	Iteration 56Q: 3 clusters Score -1.437829e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -14378293.000000 Penalty: 5775.466309
	Iteration 57Q: 3 clusters Score -1.437829e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -14378277.000000 Penalty: 5775.466309
	Iteration 58Q: 3 clusters Score -1.437828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -14378289.000000 Penalty: 5775.466309
	Iteration 59Q: 3 clusters Score -1.437829e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -14378317.000000 Penalty: 5775.466309
	Iteration 60F: 3 clusters Score -1.437832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -14378301.000000 Penalty: 5775.466309
	Iteration 61Q: 3 clusters Score -1.43783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -14378314.000000 Penalty: 5775.466309
	Iteration 62Q: 3 clusters Score -1.437831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -14378315.000000 Penalty: 5775.466309
	Iteration 63Q: 3 clusters Score -1.437832e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -14378299.000000 Penalty: 5775.466309
	Iteration 64Q: 3 clusters Score -1.43783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -14378318.000000 Penalty: 5775.466309
	Iteration 65Q: 3 clusters Score -1.437832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -14378317.000000 Penalty: 5775.466309
	Iteration 66Q: 3 clusters Score -1.437832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -14378325.000000 Penalty: 5775.466309
	Iteration 67Q: 3 clusters Score -1.437832e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -14378311.000000 Penalty: 5775.466309
	Iteration 68Q: 3 clusters Score -1.437831e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -14378328.000000 Penalty: 5775.466309
	Iteration 69Q: 3 clusters Score -1.437833e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -14378338.000000 Penalty: 5775.466309
	Iteration 70Q: 3 clusters Score -1.437834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -14378337.000000 Penalty: 5775.466309
	Iteration 71Q: 3 clusters Score -1.437834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -14378383.000000 Penalty: 5775.466309
	Iteration 72Q: 3 clusters Score -1.437838e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -14378384.000000 Penalty: 5775.466309
	Iteration 73Q: 3 clusters Score -1.437838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108314 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -14378406.000000 Penalty: 5775.466309
	Iteration 74Q: 3 clusters Score -1.437841e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -14378410.000000 Penalty: 5775.466309
	Iteration 75Q: 3 clusters Score -1.437841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -14378413.000000 Penalty: 5775.466309
	Iteration 76Q: 3 clusters Score -1.437841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108400 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -14378404.000000 Penalty: 5775.466309
	Iteration 77Q: 3 clusters Score -1.43784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -14378415.000000 Penalty: 5775.466309
	Iteration 78Q: 3 clusters Score -1.437842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -14378416.000000 Penalty: 5775.466309
	Iteration 79Q: 3 clusters Score -1.437842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -14378407.000000 Penalty: 5775.466309
	Iteration 80F: 3 clusters Score -1.437841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -14378395.000000 Penalty: 5775.466309
	Iteration 81Q: 3 clusters Score -1.43784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -14378401.000000 Penalty: 5775.466309
	Iteration 82Q: 3 clusters Score -1.43784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -14378414.000000 Penalty: 5775.466309
	Iteration 83Q: 3 clusters Score -1.437841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -14378407.000000 Penalty: 5775.466309
	Iteration 84Q: 3 clusters Score -1.437841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -14378421.000000 Penalty: 5775.466309
	Iteration 85Q: 3 clusters Score -1.437842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -14378422.000000 Penalty: 5775.466309
	Iteration 86Q: 3 clusters Score -1.437842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -14378423.000000 Penalty: 5775.466309
	Iteration 87Q: 3 clusters Score -1.437842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -14378427.000000 Penalty: 5775.466309
	Iteration 88Q: 3 clusters Score -1.437843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -14378426.000000 Penalty: 5775.466309
	Iteration 89Q: 3 clusters Score -1.437843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -14378423.000000 Penalty: 5775.466309
	Iteration 90Q: 3 clusters Score -1.437842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -14378430.000000 Penalty: 5775.466309
	Iteration 91Q: 3 clusters Score -1.437843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -14378431.000000 Penalty: 5775.466309
	Iteration 92Q: 3 clusters Score -1.437843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -14378430.000000 Penalty: 5775.466309
	Iteration 93Q: 3 clusters Score -1.437843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -14378440.000000 Penalty: 5775.466309
	Iteration 94Q: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -14378442.000000 Penalty: 5775.466309
	Iteration 95Q: 3 clusters Score -1.437844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -14378435.000000 Penalty: 5775.466309
	Iteration 96Q: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -14378439.000000 Penalty: 5775.466309
	Iteration 97Q: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -14378428.000000 Penalty: 5775.466309
	Iteration 98Q: 3 clusters Score -1.437843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -14378439.000000 Penalty: 5775.466309
	Iteration 99Q: 3 clusters Score -1.437844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -14378437.000000 Penalty: 5775.466309
	Iteration 100F: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108604 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -14378430.000000 Penalty: 5775.466309
	Iteration 101Q: 3 clusters Score -1.437843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -14378437.000000 Penalty: 5775.466309
	Iteration 102Q: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -14378444.000000 Penalty: 5775.466309
	Iteration 103Q: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -14378440.000000 Penalty: 5775.466309
	Iteration 104Q: 3 clusters Score -1.437844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -14378440.000000 Penalty: 5775.466309
	Iteration 105Q: 3 clusters Score -1.437844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -14378445.000000 Penalty: 5775.466309
	Iteration 106Q: 3 clusters Score -1.437844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -14378446.000000 Penalty: 5775.466309
	Iteration 107Q: 3 clusters Score -1.437845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -14378454.000000 Penalty: 5775.466309
	Iteration 108Q: 3 clusters Score -1.437845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -14378457.000000 Penalty: 5775.466309
	Iteration 109Q: 3 clusters Score -1.437846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -14378448.000000 Penalty: 5775.466309
	Iteration 110Q: 3 clusters Score -1.437845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -14378449.000000 Penalty: 5775.466309
	Iteration 111Q: 3 clusters Score -1.437845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -14378461.000000 Penalty: 5775.466309
	Iteration 112Q: 3 clusters Score -1.437846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -14378461.000000 Penalty: 5775.466309
	Iteration 113Q: 3 clusters Score -1.437846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -14378460.000000 Penalty: 5775.466309
	Iteration 114Q: 3 clusters Score -1.437846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -14378465.000000 Penalty: 5775.466309
	Iteration 115Q: 3 clusters Score -1.437846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -14378458.000000 Penalty: 5775.466309
	Iteration 116Q: 3 clusters Score -1.437846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -14378463.000000 Penalty: 5775.466309
	Iteration 117Q: 3 clusters Score -1.437846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -14378463.000000 Penalty: 5775.466309
	Iteration 118F: 3 clusters Score -1.437846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -339679.968750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -339680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -336554.031250 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -336554 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -337234.250000 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -337234.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -337476.843750 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -337476.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337665.937500 Penalty: 3930.878174
	Iteration 3F: 3 clusters Score -337665.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337881.218750 Penalty: 3930.878174
	Iteration 4F: 3 clusters Score -337881.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -338075.031250 Penalty: 3930.878174
	Iteration 5F: 3 clusters Score -338075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338259.156250 Penalty: 3930.878174
	Iteration 6F: 3 clusters Score -338259.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -338450.656250 Penalty: 3930.878174
	Iteration 7F: 3 clusters Score -338450.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -338624.593750 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -338624.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -338763.718750 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -338763.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -338855.406250 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -338855.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338910.093750 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -338910.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -338950.156250 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -338950.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -338991.531250 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -338991.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -339019.750000 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -339019.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -339042.593750 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -339042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -339048.156250 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -339048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -339052.687500 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -339052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -339054.000000 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -339054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -339055.343750 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -339055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -339056.093750 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -339056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Entering Unmasked Estep 
Score: -18501330.000000 Penalty: 2950.526123
	Iteration 0F: 2 clusters Score -1.850133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -18402866.000000 Penalty: 5901.052246
	Iteration 0F: 3 clusters Score -1.840287e+07 nChanged 70509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -18443630.000000 Penalty: 5901.052246
	Iteration 1F: 3 clusters Score -1.844363e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -18445256.000000 Penalty: 5901.052246
	Iteration 2Q: 3 clusters Score -1.844526e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -18447214.000000 Penalty: 5901.052246
	Iteration 3Q: 3 clusters Score -1.844721e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -18450374.000000 Penalty: 5901.052246
	Iteration 4Q: 3 clusters Score -1.845037e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -18455278.000000 Penalty: 5901.052246
	Iteration 5F: 3 clusters Score -1.845528e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -18462236.000000 Penalty: 5901.052246
	Iteration 6F: 3 clusters Score -1.846224e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -18470554.000000 Penalty: 5901.052246
	Iteration 7F: 3 clusters Score -1.847055e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -18479090.000000 Penalty: 5901.052246
	Iteration 8F: 3 clusters Score -1.847909e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 111730 members 
Entering Unmasked Estep 
Score: -18484326.000000 Penalty: 5901.052246
	Iteration 9F: 3 clusters Score -1.848433e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -18486956.000000 Penalty: 5901.052246
	Iteration 10Q: 3 clusters Score -1.848696e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -18488336.000000 Penalty: 5901.052246
	Iteration 11Q: 3 clusters Score -1.848834e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -18489498.000000 Penalty: 5901.052246
	Iteration 12Q: 3 clusters Score -1.84895e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -18490546.000000 Penalty: 5901.052246
	Iteration 13Q: 3 clusters Score -1.849055e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 123633 members 
Entering Unmasked Estep 
Score: -18491592.000000 Penalty: 5901.052246
	Iteration 14Q: 3 clusters Score -1.849159e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -18492446.000000 Penalty: 5901.052246
	Iteration 15Q: 3 clusters Score -1.849245e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -18493208.000000 Penalty: 5901.052246
	Iteration 16Q: 3 clusters Score -1.849321e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -18493866.000000 Penalty: 5901.052246
	Iteration 17Q: 3 clusters Score -1.849387e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 129857 members 
Entering Unmasked Estep 
Score: -18494354.000000 Penalty: 5901.052246
	Iteration 18Q: 3 clusters Score -1.849435e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 131150 members 
Entering Unmasked Estep 
Score: -18494898.000000 Penalty: 5901.052246
	Iteration 19Q: 3 clusters Score -1.84949e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 132320 members 
Entering Unmasked Estep 
Score: -18495398.000000 Penalty: 5901.052246
	Iteration 20F: 3 clusters Score -1.84954e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -18495794.000000 Penalty: 5901.052246
	Iteration 21Q: 3 clusters Score -1.849579e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -18496218.000000 Penalty: 5901.052246
	Iteration 22Q: 3 clusters Score -1.849622e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -18496520.000000 Penalty: 5901.052246
	Iteration 23Q: 3 clusters Score -1.849652e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 136410 members 
Entering Unmasked Estep 
Score: -18496858.000000 Penalty: 5901.052246
	Iteration 24Q: 3 clusters Score -1.849686e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 137289 members 
Entering Unmasked Estep 
Score: -18497128.000000 Penalty: 5901.052246
	Iteration 25Q: 3 clusters Score -1.849713e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 138088 members 
Entering Unmasked Estep 
Score: -18497344.000000 Penalty: 5901.052246
	Iteration 26Q: 3 clusters Score -1.849734e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 138822 members 
Entering Unmasked Estep 
Score: -18497642.000000 Penalty: 5901.052246
	Iteration 27Q: 3 clusters Score -1.849764e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -18497866.000000 Penalty: 5901.052246
	Iteration 28Q: 3 clusters Score -1.849787e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -18498050.000000 Penalty: 5901.052246
	Iteration 29Q: 3 clusters Score -1.849805e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -18498210.000000 Penalty: 5901.052246
	Iteration 30Q: 3 clusters Score -1.849821e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 141112 members 
Entering Unmasked Estep 
Score: -18498316.000000 Penalty: 5901.052246
	Iteration 31Q: 3 clusters Score -1.849832e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 141570 members 
Entering Unmasked Estep 
Score: -18498434.000000 Penalty: 5901.052246
	Iteration 32Q: 3 clusters Score -1.849843e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 141970 members 
Entering Unmasked Estep 
Score: -18498598.000000 Penalty: 5901.052246
	Iteration 33Q: 3 clusters Score -1.84986e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 142324 members 
Entering Unmasked Estep 
Score: -18498700.000000 Penalty: 5901.052246
	Iteration 34Q: 3 clusters Score -1.84987e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 142615 members 
Entering Unmasked Estep 
Score: -18498814.000000 Penalty: 5901.052246
	Iteration 35Q: 3 clusters Score -1.849881e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 142851 members 
Entering Unmasked Estep 
Score: -18498856.000000 Penalty: 5901.052246
	Iteration 36Q: 3 clusters Score -1.849886e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -18498954.000000 Penalty: 5901.052246
	Iteration 37Q: 3 clusters Score -1.849895e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -18499024.000000 Penalty: 5901.052246
	Iteration 38Q: 3 clusters Score -1.849902e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 143389 members 
Entering Unmasked Estep 
Score: -18499000.000000 Penalty: 5901.052246
	Iteration 39Q: 3 clusters Score -1.8499e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -18499040.000000 Penalty: 5901.052246
	Iteration 40F: 3 clusters Score -1.849904e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 143689 members 
Entering Unmasked Estep 
Score: -18499068.000000 Penalty: 5901.052246
	Iteration 41Q: 3 clusters Score -1.849907e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -18499132.000000 Penalty: 5901.052246
	Iteration 42Q: 3 clusters Score -1.849913e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -18499154.000000 Penalty: 5901.052246
	Iteration 43Q: 3 clusters Score -1.849915e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 144063 members 
Entering Unmasked Estep 
Score: -18499196.000000 Penalty: 5901.052246
	Iteration 44Q: 3 clusters Score -1.84992e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 144176 members 
Entering Unmasked Estep 
Score: -18499262.000000 Penalty: 5901.052246
	Iteration 45Q: 3 clusters Score -1.849926e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -18499258.000000 Penalty: 5901.052246
	Iteration 46Q: 3 clusters Score -1.849926e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 144366 members 
Entering Unmasked Estep 
Score: -18499312.000000 Penalty: 5901.052246
	Iteration 47Q: 3 clusters Score -1.849931e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 144426 members 
Entering Unmasked Estep 
Score: -18499340.000000 Penalty: 5901.052246
	Iteration 48Q: 3 clusters Score -1.849934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 144473 members 
Entering Unmasked Estep 
Score: -18499332.000000 Penalty: 5901.052246
	Iteration 49Q: 3 clusters Score -1.849933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -18499342.000000 Penalty: 5901.052246
	Iteration 50Q: 3 clusters Score -1.849934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 144534 members 
Entering Unmasked Estep 
Score: -18499330.000000 Penalty: 5901.052246
	Iteration 51Q: 3 clusters Score -1.849933e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 144566 members 
Entering Unmasked Estep 
Score: -18499346.000000 Penalty: 5901.052246
	Iteration 52Q: 3 clusters Score -1.849935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -18499336.000000 Penalty: 5901.052246
	Iteration 53Q: 3 clusters Score -1.849934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -18499348.000000 Penalty: 5901.052246
	Iteration 54Q: 3 clusters Score -1.849935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 144648 members 
Entering Unmasked Estep 
Score: -18499356.000000 Penalty: 5901.052246
	Iteration 55Q: 3 clusters Score -1.849936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 144668 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5901.052246
	Iteration 56Q: 3 clusters Score -1.849934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -18499362.000000 Penalty: 5901.052246
	Iteration 57Q: 3 clusters Score -1.849936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -18499346.000000 Penalty: 5901.052246
	Iteration 58Q: 3 clusters Score -1.849935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -18499342.000000 Penalty: 5901.052246
	Iteration 59Q: 3 clusters Score -1.849934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -18499332.000000 Penalty: 5901.052246
	Iteration 60F: 3 clusters Score -1.849933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -18499326.000000 Penalty: 5901.052246
	Iteration 61Q: 3 clusters Score -1.849933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -18499336.000000 Penalty: 5901.052246
	Iteration 62Q: 3 clusters Score -1.849934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -18499338.000000 Penalty: 5901.052246
	Iteration 63Q: 3 clusters Score -1.849934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 144771 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5901.052246
	Iteration 64Q: 3 clusters Score -1.849935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 144778 members 
Entering Unmasked Estep 
Score: -18499326.000000 Penalty: 5901.052246
	Iteration 65Q: 3 clusters Score -1.849933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -18499338.000000 Penalty: 5901.052246
	Iteration 66Q: 3 clusters Score -1.849934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 144787 members 
Entering Unmasked Estep 
Score: -18499334.000000 Penalty: 5901.052246
	Iteration 67Q: 3 clusters Score -1.849933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 144789 members 
Entering Unmasked Estep 
Score: -18499338.000000 Penalty: 5901.052246
	Iteration 68Q: 3 clusters Score -1.849934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -18499348.000000 Penalty: 5901.052246
	Iteration 69Q: 3 clusters Score -1.849935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 144795 members 
Entering Unmasked Estep 
Score: -18499352.000000 Penalty: 5901.052246
	Iteration 70Q: 3 clusters Score -1.849935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 144800 members 
Entering Unmasked Estep 
Score: -18499346.000000 Penalty: 5901.052246
	Iteration 71Q: 3 clusters Score -1.849935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5901.052246
	Iteration 72Q: 3 clusters Score -1.849934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 144803 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5901.052246
	Iteration 73Q: 3 clusters Score -1.849934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 144804 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5901.052246
	Iteration 74Q: 3 clusters Score -1.849934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 144806 members 
Entering Unmasked Estep 
Score: -18499342.000000 Penalty: 5901.052246
	Iteration 75Q: 3 clusters Score -1.849934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 144811 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5901.052246
	Iteration 76Q: 3 clusters Score -1.849935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -18499354.000000 Penalty: 5901.052246
	Iteration 77Q: 3 clusters Score -1.849935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -18499346.000000 Penalty: 5901.052246
	Iteration 78Q: 3 clusters Score -1.849935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 144828 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5901.052246
	Iteration 79Q: 3 clusters Score -1.849935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 144828 members 
Entering Unmasked Estep 
Score: -18499358.000000 Penalty: 5901.052246
	Iteration 80F: 3 clusters Score -1.849936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5901.052246
	Iteration 81Q: 3 clusters Score -1.849935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 144833 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5901.052246
	Iteration 82Q: 3 clusters Score -1.849935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -18499358.000000 Penalty: 5901.052246
	Iteration 83Q: 3 clusters Score -1.849936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5901.052246
	Iteration 84Q: 3 clusters Score -1.849935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 144842 members 
Entering Unmasked Estep 
Score: -18499354.000000 Penalty: 5901.052246
	Iteration 85Q: 3 clusters Score -1.849935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 144843 members 
Entering Unmasked Estep 
Score: -18499352.000000 Penalty: 5901.052246
	Iteration 86Q: 3 clusters Score -1.849935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -18499356.000000 Penalty: 5901.052246
	Iteration 87Q: 3 clusters Score -1.849936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -18499356.000000 Penalty: 5901.052246
	Iteration 88F: 3 clusters Score -1.849936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (223092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223092 members 
Entering Unmasked Estep 
Score: -27953690.000000 Penalty: 3054.204102
	Iteration 0F: 2 clusters Score -2.795369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -27865634.000000 Penalty: 6108.408203
	Iteration 0F: 3 clusters Score -2.786563e+07 nChanged 107461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -27928676.000000 Penalty: 6108.408203
	Iteration 1F: 3 clusters Score -2.792868e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 114197 members 
Entering Unmasked Estep 
Score: -27929730.000000 Penalty: 6108.408203
	Iteration 2Q: 3 clusters Score -2.792973e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -27930826.000000 Penalty: 6108.408203
	Iteration 3Q: 3 clusters Score -2.793083e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -27932496.000000 Penalty: 6108.408203
	Iteration 4Q: 3 clusters Score -2.79325e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -27934748.000000 Penalty: 6108.408203
	Iteration 5Q: 3 clusters Score -2.793475e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 127323 members 
Entering Unmasked Estep 
Score: -27938312.000000 Penalty: 6108.408203
	Iteration 6Q: 3 clusters Score -2.793831e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 134801 members 
Entering Unmasked Estep 
Score: -27944190.000000 Penalty: 6108.408203
	Iteration 7Q: 3 clusters Score -2.794419e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 144702 members 
Entering Unmasked Estep 
Score: -27952994.000000 Penalty: 6108.408203
	Iteration 8F: 3 clusters Score -2.795299e+07 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 156147 members 
Entering Unmasked Estep 
Score: -27962290.000000 Penalty: 6108.408203
	Iteration 9F: 3 clusters Score -2.796229e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 168122 members 
Entering Unmasked Estep 
Score: -27968902.000000 Penalty: 6108.408203
	Iteration 10F: 3 clusters Score -2.79689e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -27970350.000000 Penalty: 6108.408203
	Iteration 11F: 3 clusters Score -2.797035e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 186082 members 
Entering Unmasked Estep 
Score: -27969590.000000 Penalty: 6108.408203
	Iteration 12Q: 3 clusters Score -2.796959e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 191178 members 
Entering Unmasked Estep 
Score: -27967568.000000 Penalty: 6108.408203
	Iteration 13Q: 3 clusters Score -2.796757e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 194825 members 
Entering Unmasked Estep 
Score: -27965398.000000 Penalty: 6108.408203
	Iteration 14Q: 3 clusters Score -2.79654e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 197402 members 
Entering Unmasked Estep 
Score: -27963650.000000 Penalty: 6108.408203
	Iteration 15Q: 3 clusters Score -2.796365e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 199392 members 
Entering Unmasked Estep 
Score: -27962286.000000 Penalty: 6108.408203
	Iteration 16Q: 3 clusters Score -2.796229e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 201010 members 
Entering Unmasked Estep 
Score: -27961254.000000 Penalty: 6108.408203
	Iteration 17Q: 3 clusters Score -2.796125e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 202310 members 
Entering Unmasked Estep 
Score: -27960322.000000 Penalty: 6108.408203
	Iteration 18Q: 3 clusters Score -2.796032e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 203486 members 
Entering Unmasked Estep 
Score: -27959642.000000 Penalty: 6108.408203
	Iteration 19Q: 3 clusters Score -2.795964e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 204473 members 
Entering Unmasked Estep 
Score: -27958854.000000 Penalty: 6108.408203
	Iteration 20F: 3 clusters Score -2.795885e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 205364 members 
Entering Unmasked Estep 
Score: -27958400.000000 Penalty: 6108.408203
	Iteration 21Q: 3 clusters Score -2.79584e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 206217 members 
Entering Unmasked Estep 
Score: -27957888.000000 Penalty: 6108.408203
	Iteration 22Q: 3 clusters Score -2.795789e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 206975 members 
Entering Unmasked Estep 
Score: -27957442.000000 Penalty: 6108.408203
	Iteration 23Q: 3 clusters Score -2.795744e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 207632 members 
Entering Unmasked Estep 
Score: -27957168.000000 Penalty: 6108.408203
	Iteration 24Q: 3 clusters Score -2.795717e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 208193 members 
Entering Unmasked Estep 
Score: -27956814.000000 Penalty: 6108.408203
	Iteration 25Q: 3 clusters Score -2.795681e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 208674 members 
Entering Unmasked Estep 
Score: -27956558.000000 Penalty: 6108.408203
	Iteration 26Q: 3 clusters Score -2.795656e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 209087 members 
Entering Unmasked Estep 
Score: -27956424.000000 Penalty: 6108.408203
	Iteration 27Q: 3 clusters Score -2.795642e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 209489 members 
Entering Unmasked Estep 
Score: -27956234.000000 Penalty: 6108.408203
	Iteration 28Q: 3 clusters Score -2.795623e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 209876 members 
Entering Unmasked Estep 
Score: -27956034.000000 Penalty: 6108.408203
	Iteration 29Q: 3 clusters Score -2.795603e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 210224 members 
Entering Unmasked Estep 
Score: -27955856.000000 Penalty: 6108.408203
	Iteration 30Q: 3 clusters Score -2.795586e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 210583 members 
Entering Unmasked Estep 
Score: -27955642.000000 Penalty: 6108.408203
	Iteration 31Q: 3 clusters Score -2.795564e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 210925 members 
Entering Unmasked Estep 
Score: -27955430.000000 Penalty: 6108.408203
	Iteration 32Q: 3 clusters Score -2.795543e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 211253 members 
Entering Unmasked Estep 
Score: -27955210.000000 Penalty: 6108.408203
	Iteration 33Q: 3 clusters Score -2.795521e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 211542 members 
Entering Unmasked Estep 
Score: -27955128.000000 Penalty: 6108.408203
	Iteration 34Q: 3 clusters Score -2.795513e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 211835 members 
Entering Unmasked Estep 
Score: -27955102.000000 Penalty: 6108.408203
	Iteration 35Q: 3 clusters Score -2.79551e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 212095 members 
Entering Unmasked Estep 
Score: -27954938.000000 Penalty: 6108.408203
	Iteration 36Q: 3 clusters Score -2.795494e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 212347 members 
Entering Unmasked Estep 
Score: -27954824.000000 Penalty: 6108.408203
	Iteration 37Q: 3 clusters Score -2.795482e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 212571 members 
Entering Unmasked Estep 
Score: -27954836.000000 Penalty: 6108.408203
	Iteration 38Q: 3 clusters Score -2.795484e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 212779 members 
Entering Unmasked Estep 
Score: -27954704.000000 Penalty: 6108.408203
	Iteration 39Q: 3 clusters Score -2.79547e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 212984 members 
Entering Unmasked Estep 
Score: -27954666.000000 Penalty: 6108.408203
	Iteration 40F: 3 clusters Score -2.795467e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 213190 members 
Entering Unmasked Estep 
Score: -27954576.000000 Penalty: 6108.408203
	Iteration 41Q: 3 clusters Score -2.795458e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 213367 members 
Entering Unmasked Estep 
Score: -27954600.000000 Penalty: 6108.408203
	Iteration 42Q: 3 clusters Score -2.79546e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 213527 members 
Entering Unmasked Estep 
Score: -27954512.000000 Penalty: 6108.408203
	Iteration 43Q: 3 clusters Score -2.795451e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 213692 members 
Entering Unmasked Estep 
Score: -27954394.000000 Penalty: 6108.408203
	Iteration 44Q: 3 clusters Score -2.795439e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 213869 members 
Entering Unmasked Estep 
Score: -27954372.000000 Penalty: 6108.408203
	Iteration 45Q: 3 clusters Score -2.795437e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 214033 members 
Entering Unmasked Estep 
Score: -27954400.000000 Penalty: 6108.408203
	Iteration 46Q: 3 clusters Score -2.79544e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 214175 members 
Entering Unmasked Estep 
Score: -27954382.000000 Penalty: 6108.408203
	Iteration 47Q: 3 clusters Score -2.795438e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 214343 members 
Entering Unmasked Estep 
Score: -27954326.000000 Penalty: 6108.408203
	Iteration 48Q: 3 clusters Score -2.795433e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 214546 members 
Entering Unmasked Estep 
Score: -27954246.000000 Penalty: 6108.408203
	Iteration 49Q: 3 clusters Score -2.795425e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 214728 members 
Entering Unmasked Estep 
Score: -27954212.000000 Penalty: 6108.408203
	Iteration 50Q: 3 clusters Score -2.795421e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 214917 members 
Entering Unmasked Estep 
Score: -27954266.000000 Penalty: 6108.408203
	Iteration 51Q: 3 clusters Score -2.795427e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 215101 members 
Entering Unmasked Estep 
Score: -27954196.000000 Penalty: 6108.408203
	Iteration 52Q: 3 clusters Score -2.79542e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 215295 members 
Entering Unmasked Estep 
Score: -27954232.000000 Penalty: 6108.408203
	Iteration 53Q: 3 clusters Score -2.795423e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 215499 members 
Entering Unmasked Estep 
Score: -27954232.000000 Penalty: 6108.408203
	Iteration 54Q: 3 clusters Score -2.795423e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 215690 members 
Entering Unmasked Estep 
Score: -27954160.000000 Penalty: 6108.408203
	Iteration 55Q: 3 clusters Score -2.795416e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 215866 members 
Entering Unmasked Estep 
Score: -27954184.000000 Penalty: 6108.408203
	Iteration 56Q: 3 clusters Score -2.795418e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 216035 members 
Entering Unmasked Estep 
Score: -27954164.000000 Penalty: 6108.408203
	Iteration 57Q: 3 clusters Score -2.795416e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 216161 members 
Entering Unmasked Estep 
Score: -27954178.000000 Penalty: 6108.408203
	Iteration 58Q: 3 clusters Score -2.795418e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -27954122.000000 Penalty: 6108.408203
	Iteration 59Q: 3 clusters Score -2.795412e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 216393 members 
Entering Unmasked Estep 
Score: -27954108.000000 Penalty: 6108.408203
	Iteration 60F: 3 clusters Score -2.795411e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 216515 members 
Entering Unmasked Estep 
Score: -27954080.000000 Penalty: 6108.408203
	Iteration 61Q: 3 clusters Score -2.795408e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -27954078.000000 Penalty: 6108.408203
	Iteration 62Q: 3 clusters Score -2.795408e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 216699 members 
Entering Unmasked Estep 
Score: -27954066.000000 Penalty: 6108.408203
	Iteration 63Q: 3 clusters Score -2.795407e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 216780 members 
Entering Unmasked Estep 
Score: -27954072.000000 Penalty: 6108.408203
	Iteration 64Q: 3 clusters Score -2.795407e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 216877 members 
Entering Unmasked Estep 
Score: -27954098.000000 Penalty: 6108.408203
	Iteration 65Q: 3 clusters Score -2.79541e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 216986 members 
Entering Unmasked Estep 
Score: -27954100.000000 Penalty: 6108.408203
	Iteration 66Q: 3 clusters Score -2.79541e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 217066 members 
Entering Unmasked Estep 
Score: -27954092.000000 Penalty: 6108.408203
	Iteration 67Q: 3 clusters Score -2.795409e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 217163 members 
Entering Unmasked Estep 
Score: -27954036.000000 Penalty: 6108.408203
	Iteration 68Q: 3 clusters Score -2.795404e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 217259 members 
Entering Unmasked Estep 
Score: -27954044.000000 Penalty: 6108.408203
	Iteration 69Q: 3 clusters Score -2.795404e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 217356 members 
Entering Unmasked Estep 
Score: -27954012.000000 Penalty: 6108.408203
	Iteration 70Q: 3 clusters Score -2.795401e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 217438 members 
Entering Unmasked Estep 
Score: -27954030.000000 Penalty: 6108.408203
	Iteration 71Q: 3 clusters Score -2.795403e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -27953994.000000 Penalty: 6108.408203
	Iteration 72Q: 3 clusters Score -2.795399e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 217604 members 
Entering Unmasked Estep 
Score: -27953988.000000 Penalty: 6108.408203
	Iteration 73Q: 3 clusters Score -2.795399e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 217661 members 
Entering Unmasked Estep 
Score: -27953982.000000 Penalty: 6108.408203
	Iteration 74Q: 3 clusters Score -2.795398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 217711 members 
Entering Unmasked Estep 
Score: -27953970.000000 Penalty: 6108.408203
	Iteration 75Q: 3 clusters Score -2.795397e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 217760 members 
Entering Unmasked Estep 
Score: -27953946.000000 Penalty: 6108.408203
	Iteration 76Q: 3 clusters Score -2.795395e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 217812 members 
Entering Unmasked Estep 
Score: -27953984.000000 Penalty: 6108.408203
	Iteration 77Q: 3 clusters Score -2.795398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 217869 members 
Entering Unmasked Estep 
Score: -27954016.000000 Penalty: 6108.408203
	Iteration 78Q: 3 clusters Score -2.795402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 217910 members 
Entering Unmasked Estep 
Score: -27953990.000000 Penalty: 6108.408203
	Iteration 79Q: 3 clusters Score -2.795399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 217964 members 
Entering Unmasked Estep 
Score: -27953932.000000 Penalty: 6108.408203
	Iteration 80F: 3 clusters Score -2.795393e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 218013 members 
Entering Unmasked Estep 
Score: -27953894.000000 Penalty: 6108.408203
	Iteration 81Q: 3 clusters Score -2.795389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 218047 members 
Entering Unmasked Estep 
Score: -27953866.000000 Penalty: 6108.408203
	Iteration 82Q: 3 clusters Score -2.795387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 218078 members 
Entering Unmasked Estep 
Score: -27953856.000000 Penalty: 6108.408203
	Iteration 83Q: 3 clusters Score -2.795386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 218107 members 
Entering Unmasked Estep 
Score: -27953870.000000 Penalty: 6108.408203
	Iteration 84Q: 3 clusters Score -2.795387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 218133 members 
Entering Unmasked Estep 
Score: -27953880.000000 Penalty: 6108.408203
	Iteration 85Q: 3 clusters Score -2.795388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 218157 members 
Entering Unmasked Estep 
Score: -27953870.000000 Penalty: 6108.408203
	Iteration 86Q: 3 clusters Score -2.795387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 218186 members 
Entering Unmasked Estep 
Score: -27953856.000000 Penalty: 6108.408203
	Iteration 87Q: 3 clusters Score -2.795386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 218217 members 
Entering Unmasked Estep 
Score: -27953880.000000 Penalty: 6108.408203
	Iteration 88Q: 3 clusters Score -2.795388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 218254 members 
Entering Unmasked Estep 
Score: -27953868.000000 Penalty: 6108.408203
	Iteration 89Q: 3 clusters Score -2.795387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 218296 members 
Entering Unmasked Estep 
Score: -27953866.000000 Penalty: 6108.408203
	Iteration 90Q: 3 clusters Score -2.795387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 218333 members 
Entering Unmasked Estep 
Score: -27953828.000000 Penalty: 6108.408203
	Iteration 91Q: 3 clusters Score -2.795383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -27953850.000000 Penalty: 6108.408203
	Iteration 92Q: 3 clusters Score -2.795385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 218394 members 
Entering Unmasked Estep 
Score: -27953826.000000 Penalty: 6108.408203
	Iteration 93Q: 3 clusters Score -2.795383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 218421 members 
Entering Unmasked Estep 
Score: -27953816.000000 Penalty: 6108.408203
	Iteration 94Q: 3 clusters Score -2.795382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 218441 members 
Entering Unmasked Estep 
Score: -27953822.000000 Penalty: 6108.408203
	Iteration 95Q: 3 clusters Score -2.795382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 218461 members 
Entering Unmasked Estep 
Score: -27953846.000000 Penalty: 6108.408203
	Iteration 96Q: 3 clusters Score -2.795385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 218481 members 
Entering Unmasked Estep 
Score: -27953834.000000 Penalty: 6108.408203
	Iteration 97Q: 3 clusters Score -2.795383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 218494 members 
Entering Unmasked Estep 
Score: -27953812.000000 Penalty: 6108.408203
	Iteration 98Q: 3 clusters Score -2.795381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 218502 members 
Entering Unmasked Estep 
Score: -27953818.000000 Penalty: 6108.408203
	Iteration 99Q: 3 clusters Score -2.795382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 218515 members 
Entering Unmasked Estep 
Score: -27953816.000000 Penalty: 6108.408203
	Iteration 100F: 3 clusters Score -2.795382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 218527 members 
Entering Unmasked Estep 
Score: -27953794.000000 Penalty: 6108.408203
	Iteration 101Q: 3 clusters Score -2.795379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 218538 members 
Entering Unmasked Estep 
Score: -27953804.000000 Penalty: 6108.408203
	Iteration 102Q: 3 clusters Score -2.79538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 218548 members 
Entering Unmasked Estep 
Score: -27953826.000000 Penalty: 6108.408203
	Iteration 103Q: 3 clusters Score -2.795383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 218561 members 
Entering Unmasked Estep 
Score: -27953798.000000 Penalty: 6108.408203
	Iteration 104Q: 3 clusters Score -2.79538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 218576 members 
Entering Unmasked Estep 
Score: -27953772.000000 Penalty: 6108.408203
	Iteration 105Q: 3 clusters Score -2.795377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 218587 members 
Entering Unmasked Estep 
Score: -27953770.000000 Penalty: 6108.408203
	Iteration 106Q: 3 clusters Score -2.795377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 218595 members 
Entering Unmasked Estep 
Score: -27953770.000000 Penalty: 6108.408203
	Iteration 107Q: 3 clusters Score -2.795377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 218601 members 
Entering Unmasked Estep 
Score: -27953768.000000 Penalty: 6108.408203
	Iteration 108Q: 3 clusters Score -2.795377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 218607 members 
Entering Unmasked Estep 
Score: -27953768.000000 Penalty: 6108.408203
	Iteration 109Q: 3 clusters Score -2.795377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 218612 members 
Entering Unmasked Estep 
Score: -27953774.000000 Penalty: 6108.408203
	Iteration 110Q: 3 clusters Score -2.795377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 218621 members 
Entering Unmasked Estep 
Score: -27953776.000000 Penalty: 6108.408203
	Iteration 111Q: 3 clusters Score -2.795378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 218628 members 
Entering Unmasked Estep 
Score: -27953770.000000 Penalty: 6108.408203
	Iteration 112Q: 3 clusters Score -2.795377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 218630 members 
Entering Unmasked Estep 
Score: -27953764.000000 Penalty: 6108.408203
	Iteration 113Q: 3 clusters Score -2.795376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 218637 members 
Entering Unmasked Estep 
Score: -27953782.000000 Penalty: 6108.408203
	Iteration 114Q: 3 clusters Score -2.795378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 218643 members 
Entering Unmasked Estep 
Score: -27953780.000000 Penalty: 6108.408203
	Iteration 115Q: 3 clusters Score -2.795378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 218648 members 
Entering Unmasked Estep 
Score: -27953764.000000 Penalty: 6108.408203
	Iteration 116Q: 3 clusters Score -2.795376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 218659 members 
Entering Unmasked Estep 
Score: -27953760.000000 Penalty: 6108.408203
	Iteration 117Q: 3 clusters Score -2.795376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 218671 members 
Entering Unmasked Estep 
Score: -27953784.000000 Penalty: 6108.408203
	Iteration 118Q: 3 clusters Score -2.795378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 218681 members 
Entering Unmasked Estep 
Score: -27953736.000000 Penalty: 6108.408203
	Iteration 119Q: 3 clusters Score -2.795374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 218685 members 
Entering Unmasked Estep 
Score: -27953746.000000 Penalty: 6108.408203
	Iteration 120F: 3 clusters Score -2.795375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 218688 members 
Entering Unmasked Estep 
Score: -27953730.000000 Penalty: 6108.408203
	Iteration 121Q: 3 clusters Score -2.795373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 218691 members 
Entering Unmasked Estep 
Score: -27953730.000000 Penalty: 6108.408203
	Iteration 122Q: 3 clusters Score -2.795373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 218694 members 
Entering Unmasked Estep 
Score: -27953714.000000 Penalty: 6108.408203
	Iteration 123Q: 3 clusters Score -2.795371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 218694 members 
Entering Unmasked Estep 
Score: -27953724.000000 Penalty: 6108.408203
	Iteration 124Q: 3 clusters Score -2.795372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 218697 members 
Entering Unmasked Estep 
Score: -27953730.000000 Penalty: 6108.408203
	Iteration 125Q: 3 clusters Score -2.795373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 218705 members 
Entering Unmasked Estep 
Score: -27953732.000000 Penalty: 6108.408203
	Iteration 126Q: 3 clusters Score -2.795373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 218711 members 
Entering Unmasked Estep 
Score: -27953732.000000 Penalty: 6108.408203
	Iteration 127Q: 3 clusters Score -2.795373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 218717 members 
Entering Unmasked Estep 
Score: -27953712.000000 Penalty: 6108.408203
	Iteration 128Q: 3 clusters Score -2.795371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 218730 members 
Entering Unmasked Estep 
Score: -27953694.000000 Penalty: 6108.408203
	Iteration 129Q: 3 clusters Score -2.795369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 218744 members 
Entering Unmasked Estep 
Score: -27953720.000000 Penalty: 6108.408203
	Iteration 130Q: 3 clusters Score -2.795372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 218748 members 
Entering Unmasked Estep 
Score: -27953716.000000 Penalty: 6108.408203
	Iteration 131Q: 3 clusters Score -2.795372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 218753 members 
Entering Unmasked Estep 
Score: -27953704.000000 Penalty: 6108.408203
	Iteration 132Q: 3 clusters Score -2.79537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 218755 members 
Entering Unmasked Estep 
Score: -27953700.000000 Penalty: 6108.408203
	Iteration 133Q: 3 clusters Score -2.79537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 218759 members 
Entering Unmasked Estep 
Score: -27953716.000000 Penalty: 6108.408203
	Iteration 134Q: 3 clusters Score -2.795372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 218760 members 
Entering Unmasked Estep 
Score: -27953704.000000 Penalty: 6108.408203
	Iteration 135Q: 3 clusters Score -2.79537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 218762 members 
Entering Unmasked Estep 
Score: -27953696.000000 Penalty: 6108.408203
	Iteration 136Q: 3 clusters Score -2.79537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 218766 members 
Entering Unmasked Estep 
Score: -27953728.000000 Penalty: 6108.408203
	Iteration 137Q: 3 clusters Score -2.795373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 218770 members 
Entering Unmasked Estep 
Score: -27953742.000000 Penalty: 6108.408203
	Iteration 138Q: 3 clusters Score -2.795374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 218768 members 
Entering Unmasked Estep 
Score: -27953724.000000 Penalty: 6108.408203
	Iteration 139Q: 3 clusters Score -2.795372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 218774 members 
Entering Unmasked Estep 
Score: -27953728.000000 Penalty: 6108.408203
	Iteration 140F: 3 clusters Score -2.795373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 218779 members 
Entering Unmasked Estep 
Score: -27953732.000000 Penalty: 6108.408203
	Iteration 141Q: 3 clusters Score -2.795373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 218781 members 
Entering Unmasked Estep 
Score: -27953718.000000 Penalty: 6108.408203
	Iteration 142Q: 3 clusters Score -2.795372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 218783 members 
Entering Unmasked Estep 
Score: -27953744.000000 Penalty: 6108.408203
	Iteration 143Q: 3 clusters Score -2.795374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 218785 members 
Entering Unmasked Estep 
Score: -27953738.000000 Penalty: 6108.408203
	Iteration 144Q: 3 clusters Score -2.795374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 218786 members 
Entering Unmasked Estep 
Score: -27953736.000000 Penalty: 6108.408203
	Iteration 145Q: 3 clusters Score -2.795374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 218790 members 
Entering Unmasked Estep 
Score: -27953756.000000 Penalty: 6108.408203
	Iteration 146Q: 3 clusters Score -2.795376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 218795 members 
Entering Unmasked Estep 
Score: -27953756.000000 Penalty: 6108.408203
	Iteration 147Q: 3 clusters Score -2.795376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 218797 members 
Entering Unmasked Estep 
Score: -27953742.000000 Penalty: 6108.408203
	Iteration 148Q: 3 clusters Score -2.795374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 218799 members 
Entering Unmasked Estep 
Score: -27953710.000000 Penalty: 6108.408203
	Iteration 149Q: 3 clusters Score -2.795371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 218801 members 
Entering Unmasked Estep 
Score: -27953728.000000 Penalty: 6108.408203
	Iteration 150Q: 3 clusters Score -2.795373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 218799 members 
Entering Unmasked Estep 
Score: -27953738.000000 Penalty: 6108.408203
	Iteration 151Q: 3 clusters Score -2.795374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 218800 members 
Entering Unmasked Estep 
Score: -27953750.000000 Penalty: 6108.408203
	Iteration 152Q: 3 clusters Score -2.795375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 218800 members 
Entering Unmasked Estep 
Score: -27953728.000000 Penalty: 6108.408203
	Iteration 153Q: 3 clusters Score -2.795373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 218801 members 
Entering Unmasked Estep 
Score: -27953738.000000 Penalty: 6108.408203
	Iteration 154Q: 3 clusters Score -2.795374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 218802 members 
Entering Unmasked Estep 
Score: -27953750.000000 Penalty: 6108.408203
	Iteration 155Q: 3 clusters Score -2.795375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 218802 members 
Entering Unmasked Estep 
Score: -27953750.000000 Penalty: 6108.408203
	Iteration 156F: 3 clusters Score -2.795375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 218802 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 114015 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 146867 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 1553 members 
Mstep: Class 14 contains 112118 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 165407 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 21 contains 18453 members 
Entering Unmasked Estep 
Score: -105623224.000000 Penalty: 57595.390625
Splitting cluster 10 changes total score from -105621904.000000 to -105623224.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 282 members 
Entering Unmasked Estep 
Score: -66974.460938 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66974.46 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67140.539062 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67140.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67193.765625 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67193.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67209.843750 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67209.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67216.679688 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67216.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67217.515625 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67217.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67217.515625 Penalty: 3136.882080
	Iteration 6F: 3 clusters Score -67217.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -260839.062500 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -260839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -258281.296875 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -258281.3 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -261757.109375 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -261757.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -263440.937500 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -263440.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -265009.281250 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -265009.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -265854.781250 Penalty: 3909.253662
	Iteration 4Q: 3 clusters Score -265854.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -266252.156250 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -266252.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -266775.250000 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -266775.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -267646.281250 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -267646.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -268116.406250 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -268116.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -268143.437500 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -268143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -268180.625000 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -268180.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -268242.968750 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -268243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -268315.437500 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -268315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -268375.031250 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -268375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -268451.125000 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -268451.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -268470.531250 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -268470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -268472.250000 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -268472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -268496.593750 Penalty: 3909.253662
	Iteration 17F: 3 clusters Score -268496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -268524.937500 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -268524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -268530.781250 Penalty: 3909.253662
	Iteration 19Q: 3 clusters Score -268530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -268531.812500 Penalty: 3909.253662
	Iteration 20F: 3 clusters Score -268531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 218802 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 114015 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 146867 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 13 contains 1553 members 
Mstep: Class 14 contains 112118 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 165407 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 21 contains 18453 members 
Entering Unmasked Estep 
Score: -105629464.000000 Penalty: 60983.355469
Splitting cluster 12 changes total score from -105621904.000000 to -105629464.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -179758.093750 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -179758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -177506.687500 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -177506.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -178467.437500 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -178467.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -179218.812500 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -179218.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -179760.484375 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -179760.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -180096.765625 Penalty: 3644.580078
	Iteration 4F: 3 clusters Score -180096.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180219.328125 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -180219.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -180271.812500 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -180271.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -180322.140625 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -180322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180359.515625 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -180359.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -180385.062500 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -180385.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -180392.062500 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -180392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180397.765625 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -180397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -180402.531250 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -180402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -180407.484375 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -180407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -180409.640625 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -180409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -180410.531250 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -180410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -180410.531250 Penalty: 3644.580078
	Iteration 16F: 3 clusters Score -180410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 218802 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 114015 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 146867 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 112118 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 165407 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 21 contains 18453 members 
Entering Unmasked Estep 
Score: -105628760.000000 Penalty: 64371.320312
Splitting cluster 13 changes total score from -105621904.000000 to -105628760.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (112118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Entering Unmasked Estep 
Score: -13777555.000000 Penalty: 2883.572021
	Iteration 0F: 2 clusters Score -1.377756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -13702360.000000 Penalty: 5767.144043
	Iteration 0F: 3 clusters Score -1.370236e+07 nChanged 53204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -13732732.000000 Penalty: 5767.144043
	Iteration 1F: 3 clusters Score -1.373273e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -13733263.000000 Penalty: 5767.144043
	Iteration 2Q: 3 clusters Score -1.373326e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -13733955.000000 Penalty: 5767.144043
	Iteration 3Q: 3 clusters Score -1.373396e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -13734725.000000 Penalty: 5767.144043
	Iteration 4Q: 3 clusters Score -1.373472e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -13735907.000000 Penalty: 5767.144043
	Iteration 5Q: 3 clusters Score -1.373591e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -13737777.000000 Penalty: 5767.144043
	Iteration 6Q: 3 clusters Score -1.373778e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -13741266.000000 Penalty: 5767.144043
	Iteration 7F: 3 clusters Score -1.374127e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -13747299.000000 Penalty: 5767.144043
	Iteration 8F: 3 clusters Score -1.37473e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -13756239.000000 Penalty: 5767.144043
	Iteration 9F: 3 clusters Score -1.375624e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -13765751.000000 Penalty: 5767.144043
	Iteration 10F: 3 clusters Score -1.376575e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -13771823.000000 Penalty: 5767.144043
	Iteration 11F: 3 clusters Score -1.377182e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13774116.000000 Penalty: 5767.144043
	Iteration 12Q: 3 clusters Score -1.377412e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13774737.000000 Penalty: 5767.144043
	Iteration 13Q: 3 clusters Score -1.377474e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111774 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13774916.000000 Penalty: 5767.144043
	Iteration 14Q: 3 clusters Score -1.377492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13774968.000000 Penalty: 5767.144043
	Iteration 15Q: 3 clusters Score -1.377497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13775002.000000 Penalty: 5767.144043
	Iteration 16Q: 3 clusters Score -1.3775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13775021.000000 Penalty: 5767.144043
	Iteration 17Q: 3 clusters Score -1.377502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13775031.000000 Penalty: 5767.144043
	Iteration 18Q: 3 clusters Score -1.377503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111883 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13775040.000000 Penalty: 5767.144043
	Iteration 19Q: 3 clusters Score -1.377504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111888 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13775037.000000 Penalty: 5767.144043
	Iteration 20F: 3 clusters Score -1.377504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13775062.000000 Penalty: 5767.144043
	Iteration 21Q: 3 clusters Score -1.377506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13775054.000000 Penalty: 5767.144043
	Iteration 22Q: 3 clusters Score -1.377505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13775058.000000 Penalty: 5767.144043
	Iteration 23Q: 3 clusters Score -1.377506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13775076.000000 Penalty: 5767.144043
	Iteration 24Q: 3 clusters Score -1.377508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13775073.000000 Penalty: 5767.144043
	Iteration 25Q: 3 clusters Score -1.377507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13775073.000000 Penalty: 5767.144043
	Iteration 26F: 3 clusters Score -1.377507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Entering Unmasked Estep 
Score: -2865621.250000 Penalty: 2482.102539
	Iteration 0F: 2 clusters Score -2865621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2849987.000000 Penalty: 4964.205078
	Iteration 0F: 3 clusters Score -2849987 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2855403.500000 Penalty: 4964.205078
	Iteration 1F: 3 clusters Score -2855404 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2855812.500000 Penalty: 4964.205078
	Iteration 2Q: 3 clusters Score -2855812 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2856203.500000 Penalty: 4964.205078
	Iteration 3Q: 3 clusters Score -2856204 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2856588.000000 Penalty: 4964.205078
	Iteration 4Q: 3 clusters Score -2856588 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2857064.500000 Penalty: 4964.205078
	Iteration 5Q: 3 clusters Score -2857064 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2857650.000000 Penalty: 4964.205078
	Iteration 6Q: 3 clusters Score -2857650 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2858370.250000 Penalty: 4964.205078
	Iteration 7F: 3 clusters Score -2858370 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2859322.500000 Penalty: 4964.205078
	Iteration 8F: 3 clusters Score -2859322 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2860425.500000 Penalty: 4964.205078
	Iteration 9F: 3 clusters Score -2860426 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2861476.250000 Penalty: 4964.205078
	Iteration 10F: 3 clusters Score -2861476 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2862243.750000 Penalty: 4964.205078
	Iteration 11Q: 3 clusters Score -2862244 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2862750.500000 Penalty: 4964.205078
	Iteration 12Q: 3 clusters Score -2862750 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2863005.000000 Penalty: 4964.205078
	Iteration 13Q: 3 clusters Score -2863005 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2863151.750000 Penalty: 4964.205078
	Iteration 14Q: 3 clusters Score -2863152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2863258.000000 Penalty: 4964.205078
	Iteration 15Q: 3 clusters Score -2863258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2863333.750000 Penalty: 4964.205078
	Iteration 16Q: 3 clusters Score -2863334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2863368.500000 Penalty: 4964.205078
	Iteration 17Q: 3 clusters Score -2863368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2863401.000000 Penalty: 4964.205078
	Iteration 18Q: 3 clusters Score -2863401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2863426.000000 Penalty: 4964.205078
	Iteration 19Q: 3 clusters Score -2863426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2863447.500000 Penalty: 4964.205078
	Iteration 20F: 3 clusters Score -2863448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2863457.250000 Penalty: 4964.205078
	Iteration 21Q: 3 clusters Score -2863457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2863460.750000 Penalty: 4964.205078
	Iteration 22Q: 3 clusters Score -2863461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2863468.250000 Penalty: 4964.205078
	Iteration 23Q: 3 clusters Score -2863468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2863472.750000 Penalty: 4964.205078
	Iteration 24Q: 3 clusters Score -2863473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2863480.250000 Penalty: 4964.205078
	Iteration 25Q: 3 clusters Score -2863480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2863485.250000 Penalty: 4964.205078
	Iteration 26Q: 3 clusters Score -2863485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2863488.000000 Penalty: 4964.205078
	Iteration 27Q: 3 clusters Score -2863488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2863491.250000 Penalty: 4964.205078
	Iteration 28Q: 3 clusters Score -2863491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2863491.250000 Penalty: 4964.205078
	Iteration 29F: 3 clusters Score -2863491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (165407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165407 members 
Entering Unmasked Estep 
Score: -20784126.000000 Penalty: 2980.008789
	Iteration 0F: 2 clusters Score -2.078413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -20676126.000000 Penalty: 5960.017578
	Iteration 0F: 3 clusters Score -2.067613e+07 nChanged 79253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -20721786.000000 Penalty: 5960.017578
	Iteration 1F: 3 clusters Score -2.072179e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -20722318.000000 Penalty: 5960.017578
	Iteration 2Q: 3 clusters Score -2.072232e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -20722934.000000 Penalty: 5960.017578
	Iteration 3Q: 3 clusters Score -2.072293e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -20723758.000000 Penalty: 5960.017578
	Iteration 4Q: 3 clusters Score -2.072376e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -20724576.000000 Penalty: 5960.017578
	Iteration 5Q: 3 clusters Score -2.072458e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -20725842.000000 Penalty: 5960.017578
	Iteration 6Q: 3 clusters Score -2.072584e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -20727976.000000 Penalty: 5960.017578
	Iteration 7Q: 3 clusters Score -2.072798e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103153 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -20731950.000000 Penalty: 5960.017578
	Iteration 8Q: 3 clusters Score -2.073195e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -20739146.000000 Penalty: 5960.017578
	Iteration 9F: 3 clusters Score -2.073915e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124094 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -20749710.000000 Penalty: 5960.017578
	Iteration 10F: 3 clusters Score -2.074971e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -20761696.000000 Penalty: 5960.017578
	Iteration 11F: 3 clusters Score -2.07617e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145645 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -20771648.000000 Penalty: 5960.017578
	Iteration 12F: 3 clusters Score -2.077165e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151448 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -20777864.000000 Penalty: 5960.017578
	Iteration 13Q: 3 clusters Score -2.077786e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154389 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -20780898.000000 Penalty: 5960.017578
	Iteration 14Q: 3 clusters Score -2.07809e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -20782210.000000 Penalty: 5960.017578
	Iteration 15Q: 3 clusters Score -2.078221e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -20782676.000000 Penalty: 5960.017578
	Iteration 16Q: 3 clusters Score -2.078268e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -20782976.000000 Penalty: 5960.017578
	Iteration 17Q: 3 clusters Score -2.078298e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159149 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -20783034.000000 Penalty: 5960.017578
	Iteration 18Q: 3 clusters Score -2.078303e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159845 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -20783154.000000 Penalty: 5960.017578
	Iteration 19Q: 3 clusters Score -2.078315e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -20783172.000000 Penalty: 5960.017578
	Iteration 20F: 3 clusters Score -2.078317e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -20783180.000000 Penalty: 5960.017578
	Iteration 21Q: 3 clusters Score -2.078318e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -20783180.000000 Penalty: 5960.017578
	Iteration 22Q: 3 clusters Score -2.078318e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -20783142.000000 Penalty: 5960.017578
	Iteration 23Q: 3 clusters Score -2.078314e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -20783154.000000 Penalty: 5960.017578
	Iteration 24Q: 3 clusters Score -2.078315e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20783220.000000 Penalty: 5960.017578
	Iteration 25Q: 3 clusters Score -2.078322e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -20783182.000000 Penalty: 5960.017578
	Iteration 26Q: 3 clusters Score -2.078318e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162542 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20783202.000000 Penalty: 5960.017578
	Iteration 27Q: 3 clusters Score -2.07832e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -20783150.000000 Penalty: 5960.017578
	Iteration 28Q: 3 clusters Score -2.078315e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -20783136.000000 Penalty: 5960.017578
	Iteration 29Q: 3 clusters Score -2.078314e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162841 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -20783136.000000 Penalty: 5960.017578
	Iteration 30Q: 3 clusters Score -2.078314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -20783072.000000 Penalty: 5960.017578
	Iteration 31Q: 3 clusters Score -2.078307e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20783108.000000 Penalty: 5960.017578
	Iteration 32Q: 3 clusters Score -2.078311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20783098.000000 Penalty: 5960.017578
	Iteration 33Q: 3 clusters Score -2.07831e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20783056.000000 Penalty: 5960.017578
	Iteration 34Q: 3 clusters Score -2.078306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163089 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20783020.000000 Penalty: 5960.017578
	Iteration 35Q: 3 clusters Score -2.078302e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163127 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20783018.000000 Penalty: 5960.017578
	Iteration 36Q: 3 clusters Score -2.078302e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20782982.000000 Penalty: 5960.017578
	Iteration 37Q: 3 clusters Score -2.078298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -20782956.000000 Penalty: 5960.017578
	Iteration 38Q: 3 clusters Score -2.078296e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20782924.000000 Penalty: 5960.017578
	Iteration 39Q: 3 clusters Score -2.078292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -20782916.000000 Penalty: 5960.017578
	Iteration 40F: 3 clusters Score -2.078292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20782942.000000 Penalty: 5960.017578
	Iteration 41Q: 3 clusters Score -2.078294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20782928.000000 Penalty: 5960.017578
	Iteration 42Q: 3 clusters Score -2.078293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -20782906.000000 Penalty: 5960.017578
	Iteration 43Q: 3 clusters Score -2.078291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20782914.000000 Penalty: 5960.017578
	Iteration 44Q: 3 clusters Score -2.078291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163431 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20782942.000000 Penalty: 5960.017578
	Iteration 45Q: 3 clusters Score -2.078294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20782932.000000 Penalty: 5960.017578
	Iteration 46Q: 3 clusters Score -2.078293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -20782950.000000 Penalty: 5960.017578
	Iteration 47Q: 3 clusters Score -2.078295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163507 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -20782946.000000 Penalty: 5960.017578
	Iteration 48Q: 3 clusters Score -2.078295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163526 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -20782932.000000 Penalty: 5960.017578
	Iteration 49Q: 3 clusters Score -2.078293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -20782908.000000 Penalty: 5960.017578
	Iteration 50Q: 3 clusters Score -2.078291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20782918.000000 Penalty: 5960.017578
	Iteration 51Q: 3 clusters Score -2.078292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20782934.000000 Penalty: 5960.017578
	Iteration 52Q: 3 clusters Score -2.078293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20782936.000000 Penalty: 5960.017578
	Iteration 53Q: 3 clusters Score -2.078294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -20782924.000000 Penalty: 5960.017578
	Iteration 54Q: 3 clusters Score -2.078292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -20782928.000000 Penalty: 5960.017578
	Iteration 55Q: 3 clusters Score -2.078293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20782912.000000 Penalty: 5960.017578
	Iteration 56Q: 3 clusters Score -2.078291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20782902.000000 Penalty: 5960.017578
	Iteration 57Q: 3 clusters Score -2.07829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -20782902.000000 Penalty: 5960.017578
	Iteration 58Q: 3 clusters Score -2.07829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20782898.000000 Penalty: 5960.017578
	Iteration 59Q: 3 clusters Score -2.07829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163672 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5960.017578
	Iteration 60F: 3 clusters Score -2.078288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163681 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20782880.000000 Penalty: 5960.017578
	Iteration 61Q: 3 clusters Score -2.078288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5960.017578
	Iteration 62Q: 3 clusters Score -2.078288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -20782884.000000 Penalty: 5960.017578
	Iteration 63Q: 3 clusters Score -2.078288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163696 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5960.017578
	Iteration 64Q: 3 clusters Score -2.078288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -20782880.000000 Penalty: 5960.017578
	Iteration 65Q: 3 clusters Score -2.078288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163705 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20782862.000000 Penalty: 5960.017578
	Iteration 66Q: 3 clusters Score -2.078286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20782870.000000 Penalty: 5960.017578
	Iteration 67Q: 3 clusters Score -2.078287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20782858.000000 Penalty: 5960.017578
	Iteration 68Q: 3 clusters Score -2.078286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -20782846.000000 Penalty: 5960.017578
	Iteration 69Q: 3 clusters Score -2.078285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -20782854.000000 Penalty: 5960.017578
	Iteration 70Q: 3 clusters Score -2.078285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163722 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20782872.000000 Penalty: 5960.017578
	Iteration 71Q: 3 clusters Score -2.078287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163729 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -20782894.000000 Penalty: 5960.017578
	Iteration 72Q: 3 clusters Score -2.078289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20782882.000000 Penalty: 5960.017578
	Iteration 73Q: 3 clusters Score -2.078288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -20782884.000000 Penalty: 5960.017578
	Iteration 74Q: 3 clusters Score -2.078288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -20782884.000000 Penalty: 5960.017578
	Iteration 75F: 3 clusters Score -2.078288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Entering Unmasked Estep 
Score: -3046544.000000 Penalty: 2501.394287
	Iteration 0F: 2 clusters Score -3046544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3030032.750000 Penalty: 5002.788574
	Iteration 0F: 3 clusters Score -3030033 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3035756.500000 Penalty: 5002.788574
	Iteration 1F: 3 clusters Score -3035756 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3036157.000000 Penalty: 5002.788574
	Iteration 2Q: 3 clusters Score -3036157 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3036451.000000 Penalty: 5002.788574
	Iteration 3Q: 3 clusters Score -3036451 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3036748.000000 Penalty: 5002.788574
	Iteration 4Q: 3 clusters Score -3036748 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3037092.250000 Penalty: 5002.788574
	Iteration 5Q: 3 clusters Score -3037092 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3037475.750000 Penalty: 5002.788574
	Iteration 6Q: 3 clusters Score -3037476 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3037888.250000 Penalty: 5002.788574
	Iteration 7Q: 3 clusters Score -3037888 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3038345.500000 Penalty: 5002.788574
	Iteration 8Q: 3 clusters Score -3038346 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3038846.750000 Penalty: 5002.788574
	Iteration 9Q: 3 clusters Score -3038847 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3039464.500000 Penalty: 5002.788574
	Iteration 10Q: 3 clusters Score -3039464 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3040125.000000 Penalty: 5002.788574
	Iteration 11Q: 3 clusters Score -3040125 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3040767.250000 Penalty: 5002.788574
	Iteration 12Q: 3 clusters Score -3040767 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3041240.750000 Penalty: 5002.788574
	Iteration 13Q: 3 clusters Score -3041241 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3041553.250000 Penalty: 5002.788574
	Iteration 14Q: 3 clusters Score -3041553 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3041747.750000 Penalty: 5002.788574
	Iteration 15Q: 3 clusters Score -3041748 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3041875.000000 Penalty: 5002.788574
	Iteration 16Q: 3 clusters Score -3041875 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3041918.500000 Penalty: 5002.788574
	Iteration 17Q: 3 clusters Score -3041918 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3041949.750000 Penalty: 5002.788574
	Iteration 18Q: 3 clusters Score -3041950 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3041976.250000 Penalty: 5002.788574
	Iteration 19Q: 3 clusters Score -3041976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3042005.500000 Penalty: 5002.788574
	Iteration 20F: 3 clusters Score -3042006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3042020.750000 Penalty: 5002.788574
	Iteration 21Q: 3 clusters Score -3042021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3042023.750000 Penalty: 5002.788574
	Iteration 22Q: 3 clusters Score -3042024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3042033.500000 Penalty: 5002.788574
	Iteration 23Q: 3 clusters Score -3042034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3042037.500000 Penalty: 5002.788574
	Iteration 24Q: 3 clusters Score -3042038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3042039.750000 Penalty: 5002.788574
	Iteration 25Q: 3 clusters Score -3042040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3042043.750000 Penalty: 5002.788574
	Iteration 26Q: 3 clusters Score -3042044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3042048.250000 Penalty: 5002.788574
	Iteration 27Q: 3 clusters Score -3042048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3042054.000000 Penalty: 5002.788574
	Iteration 28Q: 3 clusters Score -3042054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3042052.250000 Penalty: 5002.788574
	Iteration 29Q: 3 clusters Score -3042052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3042060.500000 Penalty: 5002.788574
	Iteration 30Q: 3 clusters Score -3042060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3042063.000000 Penalty: 5002.788574
	Iteration 31Q: 3 clusters Score -3042063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3042063 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3042067 nChanged 21
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Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3042066 nChanged 30
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Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 8455 members 
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	Iteration 35Q: 3 clusters Score -3042074 nChanged 29
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Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3042077 nChanged 28
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Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3042073 nChanged 31
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Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3042084 nChanged 32
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Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3042089 nChanged 28
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Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3042093.500000 Penalty: 5002.788574
	Iteration 40F: 3 clusters Score -3042094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3042096 nChanged 41
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Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3042103 nChanged 38
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Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3042100 nChanged 48
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Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3042095 nChanged 65
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Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3042104 nChanged 74
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Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3042106 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3042114 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3042123 nChanged 81
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Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3042144 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3042159 nChanged 66
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Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3042172 nChanged 93
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Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3042177 nChanged 117
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Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3042193 nChanged 135
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Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3042213 nChanged 155
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Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3042247 nChanged 163
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Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6931 members 
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Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3042443 nChanged 238
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Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 6130 members 
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Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 5654 members 
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	Iteration 63Q: 3 clusters Score -3042716 nChanged 261
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Mstep: Class 1 contains 18610 members 
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Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 5150 members 
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	Iteration 65Q: 3 clusters Score -3042936 nChanged 244
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Mstep: Class 1 contains 19095 members 
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	Iteration 66Q: 3 clusters Score -3043036 nChanged 255
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Mstep: Class 1 contains 19340 members 
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	Iteration 67Q: 3 clusters Score -3043144 nChanged 255
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Mstep: Class 1 contains 19581 members 
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	Iteration 69Q: 3 clusters Score -3043344 nChanged 222
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Mstep: Class 1 contains 20009 members 
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Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 3812 members 
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	Iteration 71Q: 3 clusters Score -3043511 nChanged 177
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Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 3637 members 
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Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 3476 members 
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	Iteration 73Q: 3 clusters Score -3043619 nChanged 160
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Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 3318 members 
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	Iteration 74Q: 3 clusters Score -3043667 nChanged 133
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Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 3187 members 
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	Iteration 75Q: 3 clusters Score -3043709 nChanged 143
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Mstep: Class 1 contains 20963 members 
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Mstep: Class 1 contains 21079 members 
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	Iteration 77Q: 3 clusters Score -3043778 nChanged 101
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Mstep: Class 1 contains 21178 members 
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	Iteration 78Q: 3 clusters Score -3043798 nChanged 83
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Mstep: Class 1 contains 21259 members 
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	Iteration 79Q: 3 clusters Score -3043830 nChanged 89
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	Iteration 80F: 3 clusters Score -3043868 nChanged 102
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	Iteration 81Q: 3 clusters Score -3043915 nChanged 105
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	Iteration 82Q: 3 clusters Score -3043942 nChanged 97
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Mstep: Class 1 contains 21646 members 
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	Iteration 83Q: 3 clusters Score -3043972 nChanged 88
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Mstep: Class 1 contains 21726 members 
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	Iteration 84Q: 3 clusters Score -3044006 nChanged 94
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	Iteration 85Q: 3 clusters Score -3044034 nChanged 90
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	Iteration 86Q: 3 clusters Score -3044056 nChanged 82
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	Iteration 87Q: 3 clusters Score -3044091 nChanged 84
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Mstep: Class 1 contains 22074 members 
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	Iteration 88Q: 3 clusters Score -3044122 nChanged 69
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Mstep: Class 1 contains 22141 members 
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	Iteration 89Q: 3 clusters Score -3044154 nChanged 70
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Mstep: Class 1 contains 22209 members 
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	Iteration 90Q: 3 clusters Score -3044176 nChanged 62
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Mstep: Class 1 contains 22267 members 
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	Iteration 91Q: 3 clusters Score -3044200 nChanged 64
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Mstep: Class 1 contains 22331 members 
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	Iteration 92Q: 3 clusters Score -3044232 nChanged 61
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Mstep: Class 1 contains 22392 members 
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	Iteration 93Q: 3 clusters Score -3044249 nChanged 46
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Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3044267 nChanged 42
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Mstep: Class 1 contains 22472 members 
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	Iteration 95Q: 3 clusters Score -3044284 nChanged 39
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Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1500 members 
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	Iteration 96Q: 3 clusters Score -3044297 nChanged 30
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Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3044302 nChanged 28
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Mstep: Class 1 contains 22569 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3044311 nChanged 28
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Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3044325 nChanged 18
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Mstep: Class 1 contains 22615 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3044328 nChanged 16
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Mstep: Class 1 contains 22631 members 
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	Iteration 101Q: 3 clusters Score -3044339 nChanged 17
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Mstep: Class 1 contains 22648 members 
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	Iteration 102Q: 3 clusters Score -3044329 nChanged 20
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Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1345 members 
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	Iteration 103Q: 3 clusters Score -3044346 nChanged 21
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Mstep: Class 1 contains 22685 members 
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	Iteration 104Q: 3 clusters Score -3044355 nChanged 15
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Mstep: Class 1 contains 22700 members 
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	Iteration 105Q: 3 clusters Score -3044356 nChanged 21
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Mstep: Class 1 contains 22721 members 
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	Iteration 106Q: 3 clusters Score -3044358 nChanged 27
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Mstep: Class 1 contains 22748 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3044374 nChanged 26
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3044372 nChanged 15
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	Iteration 109Q: 3 clusters Score -3044384 nChanged 13
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	Iteration 110Q: 3 clusters Score -3044388 nChanged 13
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Mstep: Class 1 contains 22815 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3044398 nChanged 8
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	Iteration 112Q: 3 clusters Score -3044400 nChanged 6
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Mstep: Class 1 contains 22829 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3044401 nChanged 8
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	Iteration 114Q: 3 clusters Score -3044408 nChanged 8
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Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3044414 nChanged 11
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Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3044410 nChanged 6
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Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3044412 nChanged 6
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Mstep: Class 1 contains 22866 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3044410 nChanged 7
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Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3044414 nChanged 5
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Mstep: Class 1 contains 22878 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3044415 nChanged 2
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Mstep: Class 1 contains 22880 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3044416 nChanged 4
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Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3044417 nChanged 4
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Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3044417 nChanged 1
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	Iteration 124Q: 3 clusters Score -3044414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3044416.250000 Penalty: 5002.788574
	Iteration 125Q: 3 clusters Score -3044416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3044420.500000 Penalty: 5002.788574
	Iteration 126Q: 3 clusters Score -3044420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3044420.500000 Penalty: 5002.788574
	Iteration 127F: 3 clusters Score -3044420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -254322.734375 Penalty: 1903.765503
	Iteration 0F: 2 clusters Score -254322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251729.265625 Penalty: 3807.531006
	Iteration 0F: 3 clusters Score -251729.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -252372.968750 Penalty: 3807.531006
	Iteration 1F: 3 clusters Score -252373 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -252640.687500 Penalty: 3807.531006
	Iteration 2F: 3 clusters Score -252640.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -252848.484375 Penalty: 3807.531006
	Iteration 3F: 3 clusters Score -252848.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -253005.781250 Penalty: 3807.531006
	Iteration 4F: 3 clusters Score -253005.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -253183.062500 Penalty: 3807.531006
	Iteration 5F: 3 clusters Score -253183.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -253420.671875 Penalty: 3807.531006
	Iteration 6F: 3 clusters Score -253420.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -253603.265625 Penalty: 3807.531006
	Iteration 7F: 3 clusters Score -253603.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -253714.578125 Penalty: 3807.531006
	Iteration 8Q: 3 clusters Score -253714.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -253798.937500 Penalty: 3807.531006
	Iteration 9Q: 3 clusters Score -253798.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -253858.281250 Penalty: 3807.531006
	Iteration 10Q: 3 clusters Score -253858.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -253898.734375 Penalty: 3807.531006
	Iteration 11Q: 3 clusters Score -253898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -253918.390625 Penalty: 3807.531006
	Iteration 12Q: 3 clusters Score -253918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -253924.109375 Penalty: 3807.531006
	Iteration 13Q: 3 clusters Score -253924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -253928.968750 Penalty: 3807.531006
	Iteration 14Q: 3 clusters Score -253929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -253939.703125 Penalty: 3807.531006
	Iteration 15Q: 3 clusters Score -253939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -253951.156250 Penalty: 3807.531006
	Iteration 16Q: 3 clusters Score -253951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -253954.156250 Penalty: 3807.531006
	Iteration 17Q: 3 clusters Score -253954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -253958.406250 Penalty: 3807.531006
	Iteration 18Q: 3 clusters Score -253958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -253959.546875 Penalty: 3807.531006
	Iteration 19Q: 3 clusters Score -253959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -253960.062500 Penalty: 3807.531006
	Iteration 20F: 3 clusters Score -253960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Entering Unmasked Estep 
Score: -2233833.250000 Penalty: 2436.099609
	Iteration 0F: 2 clusters Score -2233833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2220666.500000 Penalty: 4872.199219
	Iteration 0F: 3 clusters Score -2220666 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2225056.250000 Penalty: 4872.199219
	Iteration 1F: 3 clusters Score -2225056 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2225371.750000 Penalty: 4872.199219
	Iteration 2F: 3 clusters Score -2225372 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2225658.500000 Penalty: 4872.199219
	Iteration 3Q: 3 clusters Score -2225658 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2225984.250000 Penalty: 4872.199219
	Iteration 4Q: 3 clusters Score -2225984 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2226383.250000 Penalty: 4872.199219
	Iteration 5Q: 3 clusters Score -2226383 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2226909.250000 Penalty: 4872.199219
	Iteration 6F: 3 clusters Score -2226909 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2227630.000000 Penalty: 4872.199219
	Iteration 7F: 3 clusters Score -2227630 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2228573.750000 Penalty: 4872.199219
	Iteration 8F: 3 clusters Score -2228574 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2229607.000000 Penalty: 4872.199219
	Iteration 9F: 3 clusters Score -2229607 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2230494.500000 Penalty: 4872.199219
	Iteration 10F: 3 clusters Score -2230494 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2231048.750000 Penalty: 4872.199219
	Iteration 11Q: 3 clusters Score -2231049 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2231366.250000 Penalty: 4872.199219
	Iteration 12Q: 3 clusters Score -2231366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2231510.250000 Penalty: 4872.199219
	Iteration 13Q: 3 clusters Score -2231510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2231587.750000 Penalty: 4872.199219
	Iteration 14Q: 3 clusters Score -2231588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2231625.500000 Penalty: 4872.199219
	Iteration 15Q: 3 clusters Score -2231626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2231647.250000 Penalty: 4872.199219
	Iteration 16Q: 3 clusters Score -2231647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2231658.000000 Penalty: 4872.199219
	Iteration 17Q: 3 clusters Score -2231658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2231671.750000 Penalty: 4872.199219
	Iteration 18Q: 3 clusters Score -2231672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2231682.250000 Penalty: 4872.199219
	Iteration 19Q: 3 clusters Score -2231682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2231689.500000 Penalty: 4872.199219
	Iteration 20F: 3 clusters Score -2231690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2231697.500000 Penalty: 4872.199219
	Iteration 21Q: 3 clusters Score -2231698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2231701.250000 Penalty: 4872.199219
	Iteration 22Q: 3 clusters Score -2231701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2231703.000000 Penalty: 4872.199219
	Iteration 23Q: 3 clusters Score -2231703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2231706.000000 Penalty: 4872.199219
	Iteration 24Q: 3 clusters Score -2231706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2231716.500000 Penalty: 4872.199219
	Iteration 25Q: 3 clusters Score -2231716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2231719.000000 Penalty: 4872.199219
	Iteration 26Q: 3 clusters Score -2231719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2231719.000000 Penalty: 4872.199219
	Iteration 27F: 3 clusters Score -2231719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 114015 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 146867 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 112118 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 165407 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 21 contains 18453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105643384.000000 Penalty: 64371.320312
Iteration 39Q: 20 clusters Score -1.056434e+08 nChanged 25390
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 222552 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 4 contains 18498 members 
Mstep: Class 5 contains 109017 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 148361 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 684 members 
Mstep: Class 14 contains 112088 members 
Mstep: Class 16 contains 22295 members 
Mstep: Class 17 contains 163732 members 
Mstep: Class 18 contains 24691 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 21 contains 18408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105655512.000000 Penalty: 64371.320312
Iteration 40F: 20 clusters Score -1.056555e+08 nChanged 35900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 235838 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 18636 members 
Mstep: Class 5 contains 99779 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 146872 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 689 members 
Mstep: Class 13 contains 692 members 
Mstep: Class 14 contains 111827 members 
Mstep: Class 16 contains 21903 members 
Mstep: Class 17 contains 160812 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 2170 members 
Mstep: Class 21 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105651528.000000 Penalty: 64371.320312
Iteration 41Q: 20 clusters Score -1.056515e+08 nChanged 30983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238476 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 18831 members 
Mstep: Class 5 contains 96322 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 147646 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 689 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 111394 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 159975 members 
Mstep: Class 18 contains 26381 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 21 contains 18311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105650040.000000 Penalty: 64371.320312
Iteration 42Q: 20 clusters Score -1.0565e+08 nChanged 24491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 234420 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 327 members 
Mstep: Class 4 contains 19017 members 
Mstep: Class 5 contains 95842 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 150348 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 110724 members 
Mstep: Class 16 contains 22727 members 
Mstep: Class 17 contains 160908 members 
Mstep: Class 18 contains 27375 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 21 contains 18216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105652704.000000 Penalty: 64371.320312
Iteration 43Q: 20 clusters Score -1.056527e+08 nChanged 20322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 226976 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 324 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 96937 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 154200 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 109859 members 
Mstep: Class 16 contains 23493 members 
Mstep: Class 17 contains 162699 members 
Mstep: Class 18 contains 28370 members 
Mstep: Class 19 contains 2111 members 
Mstep: Class 21 contains 18093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105656608.000000 Penalty: 64371.320312
Iteration 44Q: 20 clusters Score -1.056566e+08 nChanged 18752
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 217760 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 99092 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 158827 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 108891 members 
Mstep: Class 16 contains 24383 members 
Mstep: Class 17 contains 164489 members 
Mstep: Class 18 contains 29339 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 21 contains 17952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105660760.000000 Penalty: 64371.320312
Iteration 45Q: 20 clusters Score -1.056608e+08 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208166 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 101764 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 163623 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 107812 members 
Mstep: Class 16 contains 25312 members 
Mstep: Class 17 contains 166022 members 
Mstep: Class 18 contains 30325 members 
Mstep: Class 19 contains 2047 members 
Mstep: Class 21 contains 17798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105666240.000000 Penalty: 64371.320312
Iteration 46Q: 20 clusters Score -1.056662e+08 nChanged 18011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 198891 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 19381 members 
Mstep: Class 5 contains 104912 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2465 members 
Mstep: Class 8 contains 167803 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 106759 members 
Mstep: Class 16 contains 26220 members 
Mstep: Class 17 contains 167211 members 
Mstep: Class 18 contains 31465 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 21 contains 17647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105670576.000000 Penalty: 64371.320312
Iteration 47Q: 20 clusters Score -1.056706e+08 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 190713 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 19408 members 
Mstep: Class 5 contains 108477 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 170806 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 105678 members 
Mstep: Class 16 contains 27085 members 
Mstep: Class 17 contains 168146 members 
Mstep: Class 18 contains 32575 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 21 contains 17497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105674776.000000 Penalty: 64371.320312
Iteration 48Q: 20 clusters Score -1.056748e+08 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 183989 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 19393 members 
Mstep: Class 5 contains 112286 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2388 members 
Mstep: Class 8 contains 172369 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 701 members 
Mstep: Class 14 contains 104552 members 
Mstep: Class 16 contains 27876 members 
Mstep: Class 17 contains 169059 members 
Mstep: Class 18 contains 33579 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 21 contains 17339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105678888.000000 Penalty: 64371.320312
Iteration 49Q: 20 clusters Score -1.056789e+08 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19382 members 
Mstep: Class 5 contains 116063 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 172646 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 701 members 
Mstep: Class 14 contains 103454 members 
Mstep: Class 16 contains 28542 members 
Mstep: Class 17 contains 170155 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 21 contains 17171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105681152.000000 Penalty: 64371.320312
Iteration 50Q: 20 clusters Score -1.056812e+08 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19334 members 
Mstep: Class 5 contains 119797 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 171830 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 102416 members 
Mstep: Class 16 contains 29150 members 
Mstep: Class 17 contains 171437 members 
Mstep: Class 18 contains 35333 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 21 contains 16989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105683584.000000 Penalty: 64371.320312
Iteration 51Q: 20 clusters Score -1.056836e+08 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 123538 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 170316 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 702 members 
Mstep: Class 14 contains 101321 members 
Mstep: Class 16 contains 29665 members 
Mstep: Class 17 contains 172843 members 
Mstep: Class 18 contains 36005 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 21 contains 16810 members 
Entering Unmasked Estep 
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Score: -105686032.000000 Penalty: 64371.320312
Iteration 52Q: 20 clusters Score -1.05686e+08 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168152 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 127125 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 168390 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 703 members 
Mstep: Class 14 contains 100313 members 
Mstep: Class 16 contains 30082 members 
Mstep: Class 17 contains 174290 members 
Mstep: Class 18 contains 36508 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 21 contains 16607 members 
Entering Unmasked Estep 
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Score: -105688128.000000 Penalty: 64371.320312
Iteration 53Q: 20 clusters Score -1.056881e+08 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19166 members 
Mstep: Class 5 contains 130513 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 166285 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 99318 members 
Mstep: Class 16 contains 30425 members 
Mstep: Class 17 contains 175780 members 
Mstep: Class 18 contains 36845 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 21 contains 16405 members 
Entering Unmasked Estep 
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Score: -105689848.000000 Penalty: 64371.320312
Iteration 54Q: 20 clusters Score -1.056898e+08 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164442 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19095 members 
Mstep: Class 5 contains 133837 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 164228 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 98346 members 
Mstep: Class 16 contains 30658 members 
Mstep: Class 17 contains 177002 members 
Mstep: Class 18 contains 37043 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 21 contains 16204 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.056918e+08 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19025 members 
Mstep: Class 5 contains 137192 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 162259 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 703 members 
Mstep: Class 14 contains 97396 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 177890 members 
Mstep: Class 18 contains 37140 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 21 contains 16003 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.056937e+08 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162253 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18920 members 
Mstep: Class 5 contains 140544 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 160495 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 96548 members 
Mstep: Class 16 contains 30952 members 
Mstep: Class 17 contains 178322 members 
Mstep: Class 18 contains 37138 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 21 contains 15812 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 20 clusters Score -1.056954e+08 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18840 members 
Mstep: Class 5 contains 144163 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 158781 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 703 members 
Mstep: Class 14 contains 95682 members 
Mstep: Class 16 contains 30971 members 
Mstep: Class 17 contains 178434 members 
Mstep: Class 18 contains 37115 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 21 contains 15623 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.056965e+08 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18780 members 
Mstep: Class 5 contains 148055 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 157207 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 703 members 
Mstep: Class 14 contains 94759 members 
Mstep: Class 16 contains 30940 members 
Mstep: Class 17 contains 178226 members 
Mstep: Class 18 contains 37064 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 21 contains 15444 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.056983e+08 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18711 members 
Mstep: Class 5 contains 152538 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2126 members 
Mstep: Class 8 contains 155505 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 93863 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 177663 members 
Mstep: Class 18 contains 37002 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 21 contains 15267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105700288.000000 Penalty: 64371.320312
Iteration 60F: 20 clusters Score -1.057003e+08 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18639 members 
Mstep: Class 5 contains 158295 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 153642 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 92854 members 
Mstep: Class 16 contains 30775 members 
Mstep: Class 17 contains 176749 members 
Mstep: Class 18 contains 36868 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 21 contains 15093 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.057018e+08 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 164790 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 151646 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 702 members 
Mstep: Class 14 contains 91884 members 
Mstep: Class 16 contains 30666 members 
Mstep: Class 17 contains 175360 members 
Mstep: Class 18 contains 36743 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 14927 members 
Entering Unmasked Estep 
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Score: -105702120.000000 Penalty: 64371.320312
Iteration 62Q: 20 clusters Score -1.057021e+08 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 171921 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 149482 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 91002 members 
Mstep: Class 16 contains 30484 members 
Mstep: Class 17 contains 173461 members 
Mstep: Class 18 contains 36701 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 14766 members 
Entering Unmasked Estep 
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Score: -105702648.000000 Penalty: 64371.320312
Iteration 63Q: 20 clusters Score -1.057026e+08 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 5 contains 178757 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 147379 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 4732 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 16 contains 30193 members 
Mstep: Class 17 contains 171295 members 
Mstep: Class 18 contains 36649 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 21 contains 14619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702976.000000 Penalty: 64371.320312
Iteration 64Q: 20 clusters Score -1.05703e+08 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18504 members 
Mstep: Class 5 contains 184430 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 145878 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89453 members 
Mstep: Class 16 contains 29880 members 
Mstep: Class 17 contains 169171 members 
Mstep: Class 18 contains 36661 members 
Mstep: Class 19 contains 1967 members 
Mstep: Class 21 contains 14440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105703936.000000 Penalty: 64371.320312
Iteration 65Q: 20 clusters Score -1.057039e+08 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 151763 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 188170 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 145105 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 88839 members 
Mstep: Class 16 contains 29643 members 
Mstep: Class 17 contains 167444 members 
Mstep: Class 18 contains 36682 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 21 contains 14240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105703728.000000 Penalty: 64371.320312
Iteration 66Q: 20 clusters Score -1.057037e+08 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152270 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18666 members 
Mstep: Class 5 contains 189384 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 145378 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 88299 members 
Mstep: Class 16 contains 29414 members 
Mstep: Class 17 contains 166222 members 
Mstep: Class 18 contains 36730 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 21 contains 14055 members 
Entering Unmasked Estep 
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Score: -105704520.000000 Penalty: 64371.320312
Iteration 67Q: 20 clusters Score -1.057045e+08 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 188433 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 146438 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 87775 members 
Mstep: Class 16 contains 29157 members 
Mstep: Class 17 contains 165544 members 
Mstep: Class 18 contains 36778 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 21 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105705648.000000 Penalty: 64371.320312
Iteration 68Q: 20 clusters Score -1.057056e+08 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18898 members 
Mstep: Class 5 contains 185753 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 148086 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 16 contains 28970 members 
Mstep: Class 17 contains 165433 members 
Mstep: Class 18 contains 36828 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 21 contains 13731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707048.000000 Penalty: 64371.320312
Iteration 69Q: 20 clusters Score -1.05707e+08 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19002 members 
Mstep: Class 5 contains 182047 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 150061 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 86774 members 
Mstep: Class 16 contains 28798 members 
Mstep: Class 17 contains 165774 members 
Mstep: Class 18 contains 36864 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 21 contains 13580 members 
Entering Unmasked Estep 
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Score: -105708896.000000 Penalty: 64371.320312
Iteration 70Q: 20 clusters Score -1.057089e+08 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159347 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19075 members 
Mstep: Class 5 contains 177831 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 152325 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 86377 members 
Mstep: Class 16 contains 28673 members 
Mstep: Class 17 contains 166375 members 
Mstep: Class 18 contains 36929 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 21 contains 13431 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.057107e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 173510 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 154835 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 86017 members 
Mstep: Class 16 contains 28573 members 
Mstep: Class 17 contains 167104 members 
Mstep: Class 18 contains 37024 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 21 contains 13273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105711768.000000 Penalty: 64371.320312
Iteration 72Q: 20 clusters Score -1.057118e+08 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 169419 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 157612 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 85699 members 
Mstep: Class 16 contains 28449 members 
Mstep: Class 17 contains 167823 members 
Mstep: Class 18 contains 37132 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 21 contains 13115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 20 clusters Score -1.057128e+08 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162536 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 19164 members 
Mstep: Class 5 contains 165571 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 160587 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 85372 members 
Mstep: Class 16 contains 28349 members 
Mstep: Class 17 contains 168510 members 
Mstep: Class 18 contains 37317 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 21 contains 12952 members 
Entering Unmasked Estep 
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Iteration 74Q: 20 clusters Score -1.057133e+08 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162679 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 162174 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 163474 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 85099 members 
Mstep: Class 16 contains 28227 members 
Mstep: Class 17 contains 169119 members 
Mstep: Class 18 contains 37536 members 
Mstep: Class 19 contains 1967 members 
Mstep: Class 21 contains 12806 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 20 clusters Score -1.05714e+08 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162577 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 19116 members 
Mstep: Class 5 contains 159311 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 166160 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 84835 members 
Mstep: Class 16 contains 28068 members 
Mstep: Class 17 contains 169661 members 
Mstep: Class 18 contains 37762 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 21 contains 12653 members 
Entering Unmasked Estep 
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Iteration 76Q: 20 clusters Score -1.057146e+08 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162160 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 19087 members 
Mstep: Class 5 contains 157178 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 168304 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 84587 members 
Mstep: Class 16 contains 27889 members 
Mstep: Class 17 contains 170259 members 
Mstep: Class 18 contains 38041 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 21 contains 12516 members 
Entering Unmasked Estep 
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Iteration 77Q: 20 clusters Score -1.057147e+08 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 155617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 169961 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 84388 members 
Mstep: Class 16 contains 27662 members 
Mstep: Class 17 contains 170900 members 
Mstep: Class 18 contains 38279 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 21 contains 12386 members 
Entering Unmasked Estep 
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Iteration 78Q: 20 clusters Score -1.057148e+08 nChanged 10003
Entering ConstructFrom: 
Score: -105714800.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (161105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161105 members 
Entering Unmasked Estep 
Score: -20284862.000000 Penalty: 2973.473389
	Iteration 0F: 2 clusters Score -2.028486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -20181504.000000 Penalty: 5946.946777
	Iteration 0F: 3 clusters Score -2.01815e+07 nChanged 77215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -20226722.000000 Penalty: 5946.946777
	Iteration 1F: 3 clusters Score -2.022672e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -20228188.000000 Penalty: 5946.946777
	Iteration 2Q: 3 clusters Score -2.022819e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -20230100.000000 Penalty: 5946.946777
	Iteration 3Q: 3 clusters Score -2.02301e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -20232536.000000 Penalty: 5946.946777
	Iteration 4Q: 3 clusters Score -2.023254e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -20236000.000000 Penalty: 5946.946777
	Iteration 5Q: 3 clusters Score -2.0236e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -20240478.000000 Penalty: 5946.946777
	Iteration 6F: 3 clusters Score -2.024048e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -20246728.000000 Penalty: 5946.946777
	Iteration 7F: 3 clusters Score -2.024673e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -20254656.000000 Penalty: 5946.946777
	Iteration 8F: 3 clusters Score -2.025466e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -20261506.000000 Penalty: 5946.946777
	Iteration 9F: 3 clusters Score -2.026151e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -20265242.000000 Penalty: 5946.946777
	Iteration 10F: 3 clusters Score -2.026524e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -20266952.000000 Penalty: 5946.946777
	Iteration 11Q: 3 clusters Score -2.026695e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -20267774.000000 Penalty: 5946.946777
	Iteration 12Q: 3 clusters Score -2.026777e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -20268600.000000 Penalty: 5946.946777
	Iteration 13Q: 3 clusters Score -2.02686e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -20269310.000000 Penalty: 5946.946777
	Iteration 14Q: 3 clusters Score -2.026931e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -20270224.000000 Penalty: 5946.946777
	Iteration 15Q: 3 clusters Score -2.027022e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -20271132.000000 Penalty: 5946.946777
	Iteration 16Q: 3 clusters Score -2.027113e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -20272142.000000 Penalty: 5946.946777
	Iteration 17Q: 3 clusters Score -2.027214e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -20272956.000000 Penalty: 5946.946777
	Iteration 18Q: 3 clusters Score -2.027296e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -20273850.000000 Penalty: 5946.946777
	Iteration 19Q: 3 clusters Score -2.027385e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -20274658.000000 Penalty: 5946.946777
	Iteration 20F: 3 clusters Score -2.027466e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -20275536.000000 Penalty: 5946.946777
	Iteration 21Q: 3 clusters Score -2.027554e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -20276216.000000 Penalty: 5946.946777
	Iteration 22Q: 3 clusters Score -2.027622e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -20276716.000000 Penalty: 5946.946777
	Iteration 23Q: 3 clusters Score -2.027672e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -20277266.000000 Penalty: 5946.946777
	Iteration 24Q: 3 clusters Score -2.027727e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 119069 members 
Entering Unmasked Estep 
Score: -20277810.000000 Penalty: 5946.946777
	Iteration 25Q: 3 clusters Score -2.027781e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 120975 members 
Entering Unmasked Estep 
Score: -20278248.000000 Penalty: 5946.946777
	Iteration 26Q: 3 clusters Score -2.027825e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 122810 members 
Entering Unmasked Estep 
Score: -20278706.000000 Penalty: 5946.946777
	Iteration 27Q: 3 clusters Score -2.027871e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -20279062.000000 Penalty: 5946.946777
	Iteration 28Q: 3 clusters Score -2.027906e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 126515 members 
Entering Unmasked Estep 
Score: -20279554.000000 Penalty: 5946.946777
	Iteration 29Q: 3 clusters Score -2.027955e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -20279954.000000 Penalty: 5946.946777
	Iteration 30Q: 3 clusters Score -2.027995e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 130228 members 
Entering Unmasked Estep 
Score: -20280508.000000 Penalty: 5946.946777
	Iteration 31Q: 3 clusters Score -2.028051e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -20280988.000000 Penalty: 5946.946777
	Iteration 32Q: 3 clusters Score -2.028099e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -20281390.000000 Penalty: 5946.946777
	Iteration 33Q: 3 clusters Score -2.028139e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
Score: -20281944.000000 Penalty: 5946.946777
	Iteration 34Q: 3 clusters Score -2.028194e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 137343 members 
Entering Unmasked Estep 
Score: -20282494.000000 Penalty: 5946.946777
	Iteration 35Q: 3 clusters Score -2.028249e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -20283018.000000 Penalty: 5946.946777
	Iteration 36Q: 3 clusters Score -2.028302e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 140493 members 
Entering Unmasked Estep 
Score: -20283536.000000 Penalty: 5946.946777
	Iteration 37Q: 3 clusters Score -2.028354e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 141992 members 
Entering Unmasked Estep 
Score: -20283940.000000 Penalty: 5946.946777
	Iteration 38Q: 3 clusters Score -2.028394e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 143438 members 
Entering Unmasked Estep 
Score: -20284466.000000 Penalty: 5946.946777
	Iteration 39Q: 3 clusters Score -2.028447e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -20284872.000000 Penalty: 5946.946777
	Iteration 40F: 3 clusters Score -2.028487e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -20285040.000000 Penalty: 5946.946777
	Iteration 41Q: 3 clusters Score -2.028504e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
Score: -20285272.000000 Penalty: 5946.946777
	Iteration 42Q: 3 clusters Score -2.028527e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -20285374.000000 Penalty: 5946.946777
	Iteration 43Q: 3 clusters Score -2.028537e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -20285448.000000 Penalty: 5946.946777
	Iteration 44Q: 3 clusters Score -2.028545e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 150274 members 
Entering Unmasked Estep 
Score: -20285402.000000 Penalty: 5946.946777
	Iteration 45Q: 3 clusters Score -2.02854e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -20285438.000000 Penalty: 5946.946777
	Iteration 46Q: 3 clusters Score -2.028544e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 151880 members 
Entering Unmasked Estep 
Score: -20285452.000000 Penalty: 5946.946777
	Iteration 47Q: 3 clusters Score -2.028545e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 152598 members 
Entering Unmasked Estep 
Score: -20285468.000000 Penalty: 5946.946777
	Iteration 48Q: 3 clusters Score -2.028547e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -20285434.000000 Penalty: 5946.946777
	Iteration 49Q: 3 clusters Score -2.028543e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -20285290.000000 Penalty: 5946.946777
	Iteration 50Q: 3 clusters Score -2.028529e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -20285258.000000 Penalty: 5946.946777
	Iteration 51Q: 3 clusters Score -2.028526e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -20285290.000000 Penalty: 5946.946777
	Iteration 52Q: 3 clusters Score -2.028529e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 155099 members 
Entering Unmasked Estep 
Score: -20285258.000000 Penalty: 5946.946777
	Iteration 53Q: 3 clusters Score -2.028526e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 155426 members 
Entering Unmasked Estep 
Score: -20285238.000000 Penalty: 5946.946777
	Iteration 54Q: 3 clusters Score -2.028524e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 155702 members 
Entering Unmasked Estep 
Score: -20285188.000000 Penalty: 5946.946777
	Iteration 55Q: 3 clusters Score -2.028519e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -20285144.000000 Penalty: 5946.946777
	Iteration 56Q: 3 clusters Score -2.028514e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -20285084.000000 Penalty: 5946.946777
	Iteration 57Q: 3 clusters Score -2.028508e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -20285060.000000 Penalty: 5946.946777
	Iteration 58Q: 3 clusters Score -2.028506e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -20284992.000000 Penalty: 5946.946777
	Iteration 59Q: 3 clusters Score -2.028499e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 156684 members 
Entering Unmasked Estep 
Score: -20284946.000000 Penalty: 5946.946777
	Iteration 60F: 3 clusters Score -2.028495e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -20284922.000000 Penalty: 5946.946777
	Iteration 61Q: 3 clusters Score -2.028492e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -20284850.000000 Penalty: 5946.946777
	Iteration 62Q: 3 clusters Score -2.028485e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -20284818.000000 Penalty: 5946.946777
	Iteration 63Q: 3 clusters Score -2.028482e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -20284762.000000 Penalty: 5946.946777
	Iteration 64Q: 3 clusters Score -2.028476e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -20284728.000000 Penalty: 5946.946777
	Iteration 65Q: 3 clusters Score -2.028473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -20284710.000000 Penalty: 5946.946777
	Iteration 66Q: 3 clusters Score -2.028471e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -20284728.000000 Penalty: 5946.946777
	Iteration 67Q: 3 clusters Score -2.028473e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -20284688.000000 Penalty: 5946.946777
	Iteration 68Q: 3 clusters Score -2.028469e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -20284674.000000 Penalty: 5946.946777
	Iteration 69Q: 3 clusters Score -2.028467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -20284654.000000 Penalty: 5946.946777
	Iteration 70Q: 3 clusters Score -2.028465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -20284648.000000 Penalty: 5946.946777
	Iteration 71Q: 3 clusters Score -2.028465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 157587 members 
Entering Unmasked Estep 
Score: -20284634.000000 Penalty: 5946.946777
	Iteration 72Q: 3 clusters Score -2.028463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -20284638.000000 Penalty: 5946.946777
	Iteration 73Q: 3 clusters Score -2.028464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -20284614.000000 Penalty: 5946.946777
	Iteration 74Q: 3 clusters Score -2.028461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 157652 members 
Entering Unmasked Estep 
Score: -20284608.000000 Penalty: 5946.946777
	Iteration 75Q: 3 clusters Score -2.028461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -20284606.000000 Penalty: 5946.946777
	Iteration 76Q: 3 clusters Score -2.028461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -20284598.000000 Penalty: 5946.946777
	Iteration 77Q: 3 clusters Score -2.02846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -20284590.000000 Penalty: 5946.946777
	Iteration 78Q: 3 clusters Score -2.028459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -20284592.000000 Penalty: 5946.946777
	Iteration 79Q: 3 clusters Score -2.028459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -20284606.000000 Penalty: 5946.946777
	Iteration 80F: 3 clusters Score -2.028461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -20284596.000000 Penalty: 5946.946777
	Iteration 81Q: 3 clusters Score -2.02846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 157789 members 
Entering Unmasked Estep 
Score: -20284558.000000 Penalty: 5946.946777
	Iteration 82Q: 3 clusters Score -2.028456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -20284570.000000 Penalty: 5946.946777
	Iteration 83Q: 3 clusters Score -2.028457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -20284552.000000 Penalty: 5946.946777
	Iteration 84Q: 3 clusters Score -2.028455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -20284548.000000 Penalty: 5946.946777
	Iteration 85Q: 3 clusters Score -2.028455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 157847 members 
Entering Unmasked Estep 
Score: -20284544.000000 Penalty: 5946.946777
	Iteration 86Q: 3 clusters Score -2.028454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 157859 members 
Entering Unmasked Estep 
Score: -20284546.000000 Penalty: 5946.946777
	Iteration 87Q: 3 clusters Score -2.028455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 157874 members 
Entering Unmasked Estep 
Score: -20284526.000000 Penalty: 5946.946777
	Iteration 88Q: 3 clusters Score -2.028453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 157890 members 
Entering Unmasked Estep 
Score: -20284530.000000 Penalty: 5946.946777
	Iteration 89Q: 3 clusters Score -2.028453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 157910 members 
Entering Unmasked Estep 
Score: -20284538.000000 Penalty: 5946.946777
	Iteration 90Q: 3 clusters Score -2.028454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -20284542.000000 Penalty: 5946.946777
	Iteration 91Q: 3 clusters Score -2.028454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -20284528.000000 Penalty: 5946.946777
	Iteration 92Q: 3 clusters Score -2.028453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 157981 members 
Entering Unmasked Estep 
Score: -20284500.000000 Penalty: 5946.946777
	Iteration 93Q: 3 clusters Score -2.02845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -20284526.000000 Penalty: 5946.946777
	Iteration 94Q: 3 clusters Score -2.028453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -20284512.000000 Penalty: 5946.946777
	Iteration 95Q: 3 clusters Score -2.028451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -20284512.000000 Penalty: 5946.946777
	Iteration 96Q: 3 clusters Score -2.028451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -20284510.000000 Penalty: 5946.946777
	Iteration 97Q: 3 clusters Score -2.028451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 158039 members 
Entering Unmasked Estep 
Score: -20284500.000000 Penalty: 5946.946777
	Iteration 98Q: 3 clusters Score -2.02845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -20284508.000000 Penalty: 5946.946777
	Iteration 99Q: 3 clusters Score -2.028451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -20284514.000000 Penalty: 5946.946777
	Iteration 100F: 3 clusters Score -2.028451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 158053 members 
Entering Unmasked Estep 
Score: -20284508.000000 Penalty: 5946.946777
	Iteration 101Q: 3 clusters Score -2.028451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -20284522.000000 Penalty: 5946.946777
	Iteration 102Q: 3 clusters Score -2.028452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -20284518.000000 Penalty: 5946.946777
	Iteration 103Q: 3 clusters Score -2.028452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 158083 members 
Entering Unmasked Estep 
Score: -20284512.000000 Penalty: 5946.946777
	Iteration 104Q: 3 clusters Score -2.028451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -20284504.000000 Penalty: 5946.946777
	Iteration 105Q: 3 clusters Score -2.02845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -20284518.000000 Penalty: 5946.946777
	Iteration 106Q: 3 clusters Score -2.028452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -20284522.000000 Penalty: 5946.946777
	Iteration 107Q: 3 clusters Score -2.028452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 158120 members 
Entering Unmasked Estep 
Score: -20284532.000000 Penalty: 5946.946777
	Iteration 108Q: 3 clusters Score -2.028453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -20284512.000000 Penalty: 5946.946777
	Iteration 109Q: 3 clusters Score -2.028451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 158140 members 
Entering Unmasked Estep 
Score: -20284512.000000 Penalty: 5946.946777
	Iteration 110Q: 3 clusters Score -2.028451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -20284502.000000 Penalty: 5946.946777
	Iteration 111Q: 3 clusters Score -2.02845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -20284506.000000 Penalty: 5946.946777
	Iteration 112Q: 3 clusters Score -2.028451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -20284532.000000 Penalty: 5946.946777
	Iteration 113Q: 3 clusters Score -2.028453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20284538.000000 Penalty: 5946.946777
	Iteration 114Q: 3 clusters Score -2.028454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -20284504.000000 Penalty: 5946.946777
	Iteration 115Q: 3 clusters Score -2.02845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -20284510.000000 Penalty: 5946.946777
	Iteration 116Q: 3 clusters Score -2.028451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 158199 members 
Entering Unmasked Estep 
Score: -20284502.000000 Penalty: 5946.946777
	Iteration 117Q: 3 clusters Score -2.02845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -20284500.000000 Penalty: 5946.946777
	Iteration 118Q: 3 clusters Score -2.02845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -20284508.000000 Penalty: 5946.946777
	Iteration 119Q: 3 clusters Score -2.028451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -20284502.000000 Penalty: 5946.946777
	Iteration 120F: 3 clusters Score -2.02845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 158229 members 
Entering Unmasked Estep 
Score: -20284510.000000 Penalty: 5946.946777
	Iteration 121Q: 3 clusters Score -2.028451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -20284494.000000 Penalty: 5946.946777
	Iteration 122Q: 3 clusters Score -2.028449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -20284478.000000 Penalty: 5946.946777
	Iteration 123Q: 3 clusters Score -2.028448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -20284474.000000 Penalty: 5946.946777
	Iteration 124Q: 3 clusters Score -2.028447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 158253 members 
Entering Unmasked Estep 
Score: -20284470.000000 Penalty: 5946.946777
	Iteration 125Q: 3 clusters Score -2.028447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 158258 members 
Entering Unmasked Estep 
Score: -20284458.000000 Penalty: 5946.946777
	Iteration 126Q: 3 clusters Score -2.028446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -20284464.000000 Penalty: 5946.946777
	Iteration 127Q: 3 clusters Score -2.028446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 158262 members 
Entering Unmasked Estep 
Score: -20284466.000000 Penalty: 5946.946777
	Iteration 128Q: 3 clusters Score -2.028447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 158262 members 
Entering Unmasked Estep 
Score: -20284466.000000 Penalty: 5946.946777
	Iteration 129F: 3 clusters Score -2.028447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -281629.500000 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -281629.5 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 1175 members 
Entering Unmasked Estep 
Score: -278727.500000 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -278727.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279223.187500 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -279223.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -279331.968750 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -279332 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -279417.625000 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -279417.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -279509.093750 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -279509.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279579.875000 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -279579.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279634.812500 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -279634.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -279694.281250 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -279694.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -279744.531250 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -279744.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -279796.437500 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -279796.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -279862.718750 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -279862.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -279932.062500 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -279932.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -279965.968750 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -279966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -279984.437500 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -279984.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -280005.500000 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -280005.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -280025.812500 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -280025.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -280045.406250 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -280045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280062.125000 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -280062.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -280086.218750 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -280086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -280112.093750 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -280112.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -280139.218750 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -280139.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -280156.562500 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -280156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -280171.125000 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -280171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -280180.031250 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -280180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -280191.625000 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -280191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -280198.500000 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -280198.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280205.250000 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -280205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280208.875000 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -280208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280210.843750 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -280210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -280212.531250 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -280212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -280213.218750 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -280213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -280215.031250 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -280215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -280215.468750 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -280215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -280215.468750 Penalty: 3857.161377
	Iteration 33F: 3 clusters Score -280215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -32782.328125 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -32782.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31613.722656 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -31613.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31744.740234 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -31744.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31822.593750 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -31822.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31848.330078 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -31848.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31863.644531 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -31863.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31874.814453 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -31874.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31875.833984 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -31875.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31877.322266 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -31877.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31880.445312 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -31880.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31880.445312 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -31880.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Entering Unmasked Estep 
Score: -2430782.500000 Penalty: 2444.672119
	Iteration 0F: 2 clusters Score -2430782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2417363.000000 Penalty: 4889.344238
	Iteration 0F: 3 clusters Score -2417363 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2421915.500000 Penalty: 4889.344238
	Iteration 1F: 3 clusters Score -2421916 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2422365.000000 Penalty: 4889.344238
	Iteration 2F: 3 clusters Score -2422365 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2422773.000000 Penalty: 4889.344238
	Iteration 3Q: 3 clusters Score -2422773 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2423175.000000 Penalty: 4889.344238
	Iteration 4Q: 3 clusters Score -2423175 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2423693.000000 Penalty: 4889.344238
	Iteration 5Q: 3 clusters Score -2423693 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2424369.000000 Penalty: 4889.344238
	Iteration 6F: 3 clusters Score -2424369 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2425247.250000 Penalty: 4889.344238
	Iteration 7F: 3 clusters Score -2425247 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2426276.750000 Penalty: 4889.344238
	Iteration 8F: 3 clusters Score -2426277 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2427265.500000 Penalty: 4889.344238
	Iteration 9F: 3 clusters Score -2427266 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2428075.750000 Penalty: 4889.344238
	Iteration 10Q: 3 clusters Score -2428076 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2428594.500000 Penalty: 4889.344238
	Iteration 11Q: 3 clusters Score -2428594 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2428913.500000 Penalty: 4889.344238
	Iteration 12Q: 3 clusters Score -2428914 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2429087.250000 Penalty: 4889.344238
	Iteration 13Q: 3 clusters Score -2429087 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2429227.500000 Penalty: 4889.344238
	Iteration 14Q: 3 clusters Score -2429228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2429308.000000 Penalty: 4889.344238
	Iteration 15Q: 3 clusters Score -2429308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2429365.500000 Penalty: 4889.344238
	Iteration 16Q: 3 clusters Score -2429366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2429391.250000 Penalty: 4889.344238
	Iteration 17Q: 3 clusters Score -2429391 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2429416.250000 Penalty: 4889.344238
	Iteration 18Q: 3 clusters Score -2429416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2429443.000000 Penalty: 4889.344238
	Iteration 19Q: 3 clusters Score -2429443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2429466.250000 Penalty: 4889.344238
	Iteration 20F: 3 clusters Score -2429466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2429479.000000 Penalty: 4889.344238
	Iteration 21Q: 3 clusters Score -2429479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2429495.250000 Penalty: 4889.344238
	Iteration 22Q: 3 clusters Score -2429495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2429506.750000 Penalty: 4889.344238
	Iteration 23Q: 3 clusters Score -2429507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2429511.500000 Penalty: 4889.344238
	Iteration 24Q: 3 clusters Score -2429512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2429520.750000 Penalty: 4889.344238
	Iteration 25Q: 3 clusters Score -2429521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2429523.500000 Penalty: 4889.344238
	Iteration 26Q: 3 clusters Score -2429524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2429525.500000 Penalty: 4889.344238
	Iteration 27Q: 3 clusters Score -2429526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2429527.750000 Penalty: 4889.344238
	Iteration 28Q: 3 clusters Score -2429528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2429529.750000 Penalty: 4889.344238
	Iteration 29Q: 3 clusters Score -2429530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2429534.750000 Penalty: 4889.344238
	Iteration 30Q: 3 clusters Score -2429535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2429537.500000 Penalty: 4889.344238
	Iteration 31Q: 3 clusters Score -2429538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2429537.500000 Penalty: 4889.344238
	Iteration 32F: 3 clusters Score -2429538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Entering Unmasked Estep 
Score: -19450280.000000 Penalty: 2963.434570
	Iteration 0F: 2 clusters Score -1.945028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -19347408.000000 Penalty: 5926.869141
	Iteration 0F: 3 clusters Score -1.934741e+07 nChanged 73927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -19390256.000000 Penalty: 5926.869141
	Iteration 1F: 3 clusters Score -1.939026e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -19391066.000000 Penalty: 5926.869141
	Iteration 2Q: 3 clusters Score -1.939107e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -19392146.000000 Penalty: 5926.869141
	Iteration 3Q: 3 clusters Score -1.939215e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -19393792.000000 Penalty: 5926.869141
	Iteration 4Q: 3 clusters Score -1.939379e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -19396304.000000 Penalty: 5926.869141
	Iteration 5Q: 3 clusters Score -1.93963e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -19400346.000000 Penalty: 5926.869141
	Iteration 6Q: 3 clusters Score -1.940035e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -19406218.000000 Penalty: 5926.869141
	Iteration 7F: 3 clusters Score -1.940622e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -19414422.000000 Penalty: 5926.869141
	Iteration 8F: 3 clusters Score -1.941442e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -19423654.000000 Penalty: 5926.869141
	Iteration 9F: 3 clusters Score -1.942365e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -19430844.000000 Penalty: 5926.869141
	Iteration 10F: 3 clusters Score -1.943084e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -19434000.000000 Penalty: 5926.869141
	Iteration 11Q: 3 clusters Score -1.9434e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -19435536.000000 Penalty: 5926.869141
	Iteration 12Q: 3 clusters Score -1.943554e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -19436666.000000 Penalty: 5926.869141
	Iteration 13Q: 3 clusters Score -1.943667e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -19437792.000000 Penalty: 5926.869141
	Iteration 14Q: 3 clusters Score -1.943779e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -19438558.000000 Penalty: 5926.869141
	Iteration 15Q: 3 clusters Score -1.943856e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -19439394.000000 Penalty: 5926.869141
	Iteration 16Q: 3 clusters Score -1.943939e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109567 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -19440098.000000 Penalty: 5926.869141
	Iteration 17Q: 3 clusters Score -1.94401e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -19440762.000000 Penalty: 5926.869141
	Iteration 18Q: 3 clusters Score -1.944076e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -19441372.000000 Penalty: 5926.869141
	Iteration 19Q: 3 clusters Score -1.944137e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -19441964.000000 Penalty: 5926.869141
	Iteration 20F: 3 clusters Score -1.944196e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116580 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -19442400.000000 Penalty: 5926.869141
	Iteration 21Q: 3 clusters Score -1.94424e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -19442856.000000 Penalty: 5926.869141
	Iteration 22Q: 3 clusters Score -1.944286e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119864 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -19443214.000000 Penalty: 5926.869141
	Iteration 23Q: 3 clusters Score -1.944321e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121435 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -19443610.000000 Penalty: 5926.869141
	Iteration 24Q: 3 clusters Score -1.944361e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122931 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -19443888.000000 Penalty: 5926.869141
	Iteration 25Q: 3 clusters Score -1.944389e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -19444148.000000 Penalty: 5926.869141
	Iteration 26Q: 3 clusters Score -1.944415e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -19444486.000000 Penalty: 5926.869141
	Iteration 27Q: 3 clusters Score -1.944449e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -19444884.000000 Penalty: 5926.869141
	Iteration 28Q: 3 clusters Score -1.944488e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -19445178.000000 Penalty: 5926.869141
	Iteration 29Q: 3 clusters Score -1.944518e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -19445504.000000 Penalty: 5926.869141
	Iteration 30Q: 3 clusters Score -1.94455e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131245 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -19445748.000000 Penalty: 5926.869141
	Iteration 31Q: 3 clusters Score -1.944575e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -19446008.000000 Penalty: 5926.869141
	Iteration 32Q: 3 clusters Score -1.944601e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133606 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -19446186.000000 Penalty: 5926.869141
	Iteration 33Q: 3 clusters Score -1.944619e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -19446396.000000 Penalty: 5926.869141
	Iteration 34Q: 3 clusters Score -1.94464e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -19446648.000000 Penalty: 5926.869141
	Iteration 35Q: 3 clusters Score -1.944665e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136909 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -19447004.000000 Penalty: 5926.869141
	Iteration 36Q: 3 clusters Score -1.9447e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -19447172.000000 Penalty: 5926.869141
	Iteration 37Q: 3 clusters Score -1.944717e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138795 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -19447404.000000 Penalty: 5926.869141
	Iteration 38Q: 3 clusters Score -1.94474e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139640 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -19447574.000000 Penalty: 5926.869141
	Iteration 39Q: 3 clusters Score -1.944757e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -19447790.000000 Penalty: 5926.869141
	Iteration 40F: 3 clusters Score -1.944779e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141132 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -19447972.000000 Penalty: 5926.869141
	Iteration 41Q: 3 clusters Score -1.944797e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141766 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -19448084.000000 Penalty: 5926.869141
	Iteration 42Q: 3 clusters Score -1.944808e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -19448180.000000 Penalty: 5926.869141
	Iteration 43Q: 3 clusters Score -1.944818e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -19448262.000000 Penalty: 5926.869141
	Iteration 44Q: 3 clusters Score -1.944826e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143435 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -19448346.000000 Penalty: 5926.869141
	Iteration 45Q: 3 clusters Score -1.944835e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143918 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -19448406.000000 Penalty: 5926.869141
	Iteration 46Q: 3 clusters Score -1.944841e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -19448506.000000 Penalty: 5926.869141
	Iteration 47Q: 3 clusters Score -1.944851e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -19448542.000000 Penalty: 5926.869141
	Iteration 48Q: 3 clusters Score -1.944854e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -19448640.000000 Penalty: 5926.869141
	Iteration 49Q: 3 clusters Score -1.944864e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -19448710.000000 Penalty: 5926.869141
	Iteration 50Q: 3 clusters Score -1.944871e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145824 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -19448780.000000 Penalty: 5926.869141
	Iteration 51Q: 3 clusters Score -1.944878e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -19448840.000000 Penalty: 5926.869141
	Iteration 52Q: 3 clusters Score -1.944884e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -19448864.000000 Penalty: 5926.869141
	Iteration 53Q: 3 clusters Score -1.944886e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -19448892.000000 Penalty: 5926.869141
	Iteration 54Q: 3 clusters Score -1.944889e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -19448924.000000 Penalty: 5926.869141
	Iteration 55Q: 3 clusters Score -1.944892e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -19448962.000000 Penalty: 5926.869141
	Iteration 56Q: 3 clusters Score -1.944896e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147388 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -19448978.000000 Penalty: 5926.869141
	Iteration 57Q: 3 clusters Score -1.944898e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -19449036.000000 Penalty: 5926.869141
	Iteration 58Q: 3 clusters Score -1.944904e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -19449026.000000 Penalty: 5926.869141
	Iteration 59Q: 3 clusters Score -1.944903e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -19449074.000000 Penalty: 5926.869141
	Iteration 60F: 3 clusters Score -1.944907e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -19449108.000000 Penalty: 5926.869141
	Iteration 61Q: 3 clusters Score -1.944911e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -19449132.000000 Penalty: 5926.869141
	Iteration 62Q: 3 clusters Score -1.944913e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148644 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -19449144.000000 Penalty: 5926.869141
	Iteration 63Q: 3 clusters Score -1.944914e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148823 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -19449192.000000 Penalty: 5926.869141
	Iteration 64Q: 3 clusters Score -1.944919e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148988 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -19449218.000000 Penalty: 5926.869141
	Iteration 65Q: 3 clusters Score -1.944922e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -19449274.000000 Penalty: 5926.869141
	Iteration 66Q: 3 clusters Score -1.944927e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -19449262.000000 Penalty: 5926.869141
	Iteration 67Q: 3 clusters Score -1.944926e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -19449272.000000 Penalty: 5926.869141
	Iteration 68Q: 3 clusters Score -1.944927e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -19449296.000000 Penalty: 5926.869141
	Iteration 69Q: 3 clusters Score -1.94493e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -19449292.000000 Penalty: 5926.869141
	Iteration 70Q: 3 clusters Score -1.944929e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -19449288.000000 Penalty: 5926.869141
	Iteration 71Q: 3 clusters Score -1.944929e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -19449276.000000 Penalty: 5926.869141
	Iteration 72Q: 3 clusters Score -1.944928e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -19449268.000000 Penalty: 5926.869141
	Iteration 73Q: 3 clusters Score -1.944927e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149902 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -19449262.000000 Penalty: 5926.869141
	Iteration 74Q: 3 clusters Score -1.944926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149957 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -19449276.000000 Penalty: 5926.869141
	Iteration 75Q: 3 clusters Score -1.944928e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150011 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -19449222.000000 Penalty: 5926.869141
	Iteration 76Q: 3 clusters Score -1.944922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -19449228.000000 Penalty: 5926.869141
	Iteration 77Q: 3 clusters Score -1.944923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -19449218.000000 Penalty: 5926.869141
	Iteration 78Q: 3 clusters Score -1.944922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -19449198.000000 Penalty: 5926.869141
	Iteration 79Q: 3 clusters Score -1.94492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -19449200.000000 Penalty: 5926.869141
	Iteration 80F: 3 clusters Score -1.94492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -19449198.000000 Penalty: 5926.869141
	Iteration 81Q: 3 clusters Score -1.94492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -19449216.000000 Penalty: 5926.869141
	Iteration 82Q: 3 clusters Score -1.944922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -19449228.000000 Penalty: 5926.869141
	Iteration 83Q: 3 clusters Score -1.944923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150261 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -19449218.000000 Penalty: 5926.869141
	Iteration 84Q: 3 clusters Score -1.944922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150278 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -19449204.000000 Penalty: 5926.869141
	Iteration 85Q: 3 clusters Score -1.94492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150293 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -19449196.000000 Penalty: 5926.869141
	Iteration 86Q: 3 clusters Score -1.94492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150308 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -19449204.000000 Penalty: 5926.869141
	Iteration 87Q: 3 clusters Score -1.94492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -19449170.000000 Penalty: 5926.869141
	Iteration 88Q: 3 clusters Score -1.944917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -19449178.000000 Penalty: 5926.869141
	Iteration 89Q: 3 clusters Score -1.944918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -19449194.000000 Penalty: 5926.869141
	Iteration 90Q: 3 clusters Score -1.944919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -19449196.000000 Penalty: 5926.869141
	Iteration 91Q: 3 clusters Score -1.94492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150357 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -19449172.000000 Penalty: 5926.869141
	Iteration 92Q: 3 clusters Score -1.944917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -19449180.000000 Penalty: 5926.869141
	Iteration 93Q: 3 clusters Score -1.944918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -19449170.000000 Penalty: 5926.869141
	Iteration 94Q: 3 clusters Score -1.944917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -19449178.000000 Penalty: 5926.869141
	Iteration 95Q: 3 clusters Score -1.944918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150386 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -19449178.000000 Penalty: 5926.869141
	Iteration 96Q: 3 clusters Score -1.944918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150393 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -19449176.000000 Penalty: 5926.869141
	Iteration 97Q: 3 clusters Score -1.944918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -19449188.000000 Penalty: 5926.869141
	Iteration 98Q: 3 clusters Score -1.944919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150400 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -19449162.000000 Penalty: 5926.869141
	Iteration 99Q: 3 clusters Score -1.944916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -19449168.000000 Penalty: 5926.869141
	Iteration 100F: 3 clusters Score -1.944917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -19449180.000000 Penalty: 5926.869141
	Iteration 101Q: 3 clusters Score -1.944918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150407 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -19449178.000000 Penalty: 5926.869141
	Iteration 102Q: 3 clusters Score -1.944918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150407 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -19449178.000000 Penalty: 5926.869141
	Iteration 103F: 3 clusters Score -1.944918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -205890.968750 Penalty: 1879.253174
	Iteration 0F: 2 clusters Score -205891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -203387.937500 Penalty: 3758.506348
	Iteration 0F: 3 clusters Score -203387.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -204418.093750 Penalty: 3758.506348
	Iteration 1F: 3 clusters Score -204418.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -205116.968750 Penalty: 3758.506348
	Iteration 2F: 3 clusters Score -205117 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -205609.171875 Penalty: 3758.506348
	Iteration 3F: 3 clusters Score -205609.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -205824.484375 Penalty: 3758.506348
	Iteration 4F: 3 clusters Score -205824.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -205945.234375 Penalty: 3758.506348
	Iteration 5Q: 3 clusters Score -205945.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -206083.390625 Penalty: 3758.506348
	Iteration 6Q: 3 clusters Score -206083.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -206309.984375 Penalty: 3758.506348
	Iteration 7Q: 3 clusters Score -206310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206685.765625 Penalty: 3758.506348
	Iteration 8Q: 3 clusters Score -206685.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -207369.484375 Penalty: 3758.506348
	Iteration 9Q: 3 clusters Score -207369.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -207778.687500 Penalty: 3758.506348
	Iteration 10Q: 3 clusters Score -207778.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -207813.500000 Penalty: 3758.506348
	Iteration 11Q: 3 clusters Score -207813.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -207827.937500 Penalty: 3758.506348
	Iteration 12Q: 3 clusters Score -207827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -207833.062500 Penalty: 3758.506348
	Iteration 13Q: 3 clusters Score -207833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -207838.484375 Penalty: 3758.506348
	Iteration 14Q: 3 clusters Score -207838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -207843.406250 Penalty: 3758.506348
	Iteration 15Q: 3 clusters Score -207843.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -207847.921875 Penalty: 3758.506348
	Iteration 16Q: 3 clusters Score -207847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -207849.890625 Penalty: 3758.506348
	Iteration 17Q: 3 clusters Score -207849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -207858.000000 Penalty: 3758.506348
	Iteration 18F: 3 clusters Score -207858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -207888.750000 Penalty: 3758.506348
	Iteration 19Q: 3 clusters Score -207888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -208015.843750 Penalty: 3758.506348
	Iteration 20F: 3 clusters Score -208015.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -208380.640625 Penalty: 3758.506348
	Iteration 21Q: 3 clusters Score -208380.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -209490.328125 Penalty: 3758.506348
	Iteration 22Q: 3 clusters Score -209490.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -209808.515625 Penalty: 3758.506348
	Iteration 23Q: 3 clusters Score -209808.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210093.640625 Penalty: 3758.506348
	Iteration 24Q: 3 clusters Score -210093.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210416.796875 Penalty: 3758.506348
	Iteration 25Q: 3 clusters Score -210416.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -210735.000000 Penalty: 3758.506348
	Iteration 26Q: 3 clusters Score -210735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210924.046875 Penalty: 3758.506348
	Iteration 27Q: 3 clusters Score -210924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210990.109375 Penalty: 3758.506348
	Iteration 28Q: 3 clusters Score -210990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -211006.609375 Penalty: 3758.506348
	Iteration 29Q: 3 clusters Score -211006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -211015.203125 Penalty: 3758.506348
	Iteration 30Q: 3 clusters Score -211015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211016.593750 Penalty: 3758.506348
	Iteration 31Q: 3 clusters Score -211016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211016.593750 Penalty: 3758.506348
	Iteration 32F: 3 clusters Score -211016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161105 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 154714 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 170783 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 84233 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 27435 members 
Mstep: Class 17 contains 171684 members 
Mstep: Class 18 contains 38494 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 21 contains 12270 members 
Entering Unmasked Estep 
Score: -105718400.000000 Penalty: 67759.281250
Splitting cluster 6 changes total score from -105714800.000000 to -105718400.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -221859.750000 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -221859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -219353.531250 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -219353.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219797.390625 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -219797.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219921.093750 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -219921.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -219983.859375 Penalty: 3722.996826
	Iteration 3Q: 3 clusters Score -219983.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -220018.687500 Penalty: 3722.996826
	Iteration 4Q: 3 clusters Score -220018.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220047.265625 Penalty: 3722.996826
	Iteration 5Q: 3 clusters Score -220047.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -220064.843750 Penalty: 3722.996826
	Iteration 6Q: 3 clusters Score -220064.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -220078.312500 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -220078.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220087.875000 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -220087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -220100.906250 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -220100.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -220113.234375 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -220113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -220120.234375 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -220120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220129.218750 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -220129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220137.984375 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -220138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220146.390625 Penalty: 3722.996826
	Iteration 14Q: 3 clusters Score -220146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220149.781250 Penalty: 3722.996826
	Iteration 15Q: 3 clusters Score -220149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -220152.343750 Penalty: 3722.996826
	Iteration 16Q: 3 clusters Score -220152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220159.609375 Penalty: 3722.996826
	Iteration 17Q: 3 clusters Score -220159.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220166.750000 Penalty: 3722.996826
	Iteration 18Q: 3 clusters Score -220166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -220171.421875 Penalty: 3722.996826
	Iteration 19Q: 3 clusters Score -220171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220176.484375 Penalty: 3722.996826
	Iteration 20F: 3 clusters Score -220176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -220182.078125 Penalty: 3722.996826
	Iteration 21Q: 3 clusters Score -220182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220187.015625 Penalty: 3722.996826
	Iteration 22Q: 3 clusters Score -220187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220190.531250 Penalty: 3722.996826
	Iteration 23Q: 3 clusters Score -220190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -220192.968750 Penalty: 3722.996826
	Iteration 24Q: 3 clusters Score -220193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220194.234375 Penalty: 3722.996826
	Iteration 25Q: 3 clusters Score -220194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -220194.656250 Penalty: 3722.996826
	Iteration 26Q: 3 clusters Score -220194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -220194.656250 Penalty: 3722.996826
	Iteration 27F: 3 clusters Score -220194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170783 members 
Entering Unmasked Estep 
Score: -21520410.000000 Penalty: 2987.940918
	Iteration 0F: 2 clusters Score -2.152041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -21412300.000000 Penalty: 5975.881836
	Iteration 0F: 3 clusters Score -2.14123e+07 nChanged 81948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -21460188.000000 Penalty: 5975.881836
	Iteration 1F: 3 clusters Score -2.146019e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -21460986.000000 Penalty: 5975.881836
	Iteration 2Q: 3 clusters Score -2.146099e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -21462020.000000 Penalty: 5975.881836
	Iteration 3Q: 3 clusters Score -2.146202e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -21463280.000000 Penalty: 5975.881836
	Iteration 4Q: 3 clusters Score -2.146328e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -21465124.000000 Penalty: 5975.881836
	Iteration 5Q: 3 clusters Score -2.146512e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -21467490.000000 Penalty: 5975.881836
	Iteration 6Q: 3 clusters Score -2.146749e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -21471502.000000 Penalty: 5975.881836
	Iteration 7Q: 3 clusters Score -2.14715e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -21477512.000000 Penalty: 5975.881836
	Iteration 8F: 3 clusters Score -2.147751e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -21485058.000000 Penalty: 5975.881836
	Iteration 9F: 3 clusters Score -2.148506e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -21492576.000000 Penalty: 5975.881836
	Iteration 10F: 3 clusters Score -2.149258e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -21496698.000000 Penalty: 5975.881836
	Iteration 11F: 3 clusters Score -2.14967e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -21498286.000000 Penalty: 5975.881836
	Iteration 12Q: 3 clusters Score -2.149829e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -21499200.000000 Penalty: 5975.881836
	Iteration 13Q: 3 clusters Score -2.14992e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -21499840.000000 Penalty: 5975.881836
	Iteration 14Q: 3 clusters Score -2.149984e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -21500408.000000 Penalty: 5975.881836
	Iteration 15Q: 3 clusters Score -2.150041e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -21501126.000000 Penalty: 5975.881836
	Iteration 16Q: 3 clusters Score -2.150113e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -21501552.000000 Penalty: 5975.881836
	Iteration 17Q: 3 clusters Score -2.150155e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -21502168.000000 Penalty: 5975.881836
	Iteration 18Q: 3 clusters Score -2.150217e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -21502764.000000 Penalty: 5975.881836
	Iteration 19Q: 3 clusters Score -2.150276e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -21503258.000000 Penalty: 5975.881836
	Iteration 20F: 3 clusters Score -2.150326e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -21503702.000000 Penalty: 5975.881836
	Iteration 21Q: 3 clusters Score -2.15037e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -21504382.000000 Penalty: 5975.881836
	Iteration 22Q: 3 clusters Score -2.150438e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -21505020.000000 Penalty: 5975.881836
	Iteration 23Q: 3 clusters Score -2.150502e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -21505528.000000 Penalty: 5975.881836
	Iteration 24Q: 3 clusters Score -2.150553e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 109597 members 
Entering Unmasked Estep 
Score: -21506110.000000 Penalty: 5975.881836
	Iteration 25Q: 3 clusters Score -2.150611e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 110774 members 
Entering Unmasked Estep 
Score: -21506468.000000 Penalty: 5975.881836
	Iteration 26Q: 3 clusters Score -2.150647e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -21506866.000000 Penalty: 5975.881836
	Iteration 27Q: 3 clusters Score -2.150687e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -21507452.000000 Penalty: 5975.881836
	Iteration 28Q: 3 clusters Score -2.150745e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -21507926.000000 Penalty: 5975.881836
	Iteration 29Q: 3 clusters Score -2.150793e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -21508256.000000 Penalty: 5975.881836
	Iteration 30Q: 3 clusters Score -2.150826e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -21508690.000000 Penalty: 5975.881836
	Iteration 31Q: 3 clusters Score -2.150869e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -21509006.000000 Penalty: 5975.881836
	Iteration 32Q: 3 clusters Score -2.150901e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 119748 members 
Entering Unmasked Estep 
Score: -21509360.000000 Penalty: 5975.881836
	Iteration 33Q: 3 clusters Score -2.150936e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 121233 members 
Entering Unmasked Estep 
Score: -21509682.000000 Penalty: 5975.881836
	Iteration 34Q: 3 clusters Score -2.150968e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -21510058.000000 Penalty: 5975.881836
	Iteration 35Q: 3 clusters Score -2.151006e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -21510438.000000 Penalty: 5975.881836
	Iteration 36Q: 3 clusters Score -2.151044e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -21510852.000000 Penalty: 5975.881836
	Iteration 37Q: 3 clusters Score -2.151085e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 127468 members 
Entering Unmasked Estep 
Score: -21511202.000000 Penalty: 5975.881836
	Iteration 38Q: 3 clusters Score -2.15112e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 129124 members 
Entering Unmasked Estep 
Score: -21511586.000000 Penalty: 5975.881836
	Iteration 39Q: 3 clusters Score -2.151159e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 130866 members 
Entering Unmasked Estep 
Score: -21511888.000000 Penalty: 5975.881836
	Iteration 40F: 3 clusters Score -2.151189e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -21512326.000000 Penalty: 5975.881836
	Iteration 41Q: 3 clusters Score -2.151233e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -21512826.000000 Penalty: 5975.881836
	Iteration 42Q: 3 clusters Score -2.151283e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
Score: -21513180.000000 Penalty: 5975.881836
	Iteration 43Q: 3 clusters Score -2.151318e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -21513668.000000 Penalty: 5975.881836
	Iteration 44Q: 3 clusters Score -2.151367e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -21514050.000000 Penalty: 5975.881836
	Iteration 45Q: 3 clusters Score -2.151405e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 141651 members 
Entering Unmasked Estep 
Score: -21514570.000000 Penalty: 5975.881836
	Iteration 46Q: 3 clusters Score -2.151457e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -21515012.000000 Penalty: 5975.881836
	Iteration 47Q: 3 clusters Score -2.151501e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -21515434.000000 Penalty: 5975.881836
	Iteration 48Q: 3 clusters Score -2.151543e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -21515918.000000 Penalty: 5975.881836
	Iteration 49Q: 3 clusters Score -2.151592e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 148926 members 
Entering Unmasked Estep 
Score: -21516334.000000 Penalty: 5975.881836
	Iteration 50Q: 3 clusters Score -2.151633e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -21516766.000000 Penalty: 5975.881836
	Iteration 51Q: 3 clusters Score -2.151677e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 152557 members 
Entering Unmasked Estep 
Score: -21517188.000000 Penalty: 5975.881836
	Iteration 52Q: 3 clusters Score -2.151719e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 154338 members 
Entering Unmasked Estep 
Score: -21517566.000000 Penalty: 5975.881836
	Iteration 53Q: 3 clusters Score -2.151757e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 156085 members 
Entering Unmasked Estep 
Score: -21517766.000000 Penalty: 5975.881836
	Iteration 54Q: 3 clusters Score -2.151777e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -21518034.000000 Penalty: 5975.881836
	Iteration 55Q: 3 clusters Score -2.151803e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -21518218.000000 Penalty: 5975.881836
	Iteration 56Q: 3 clusters Score -2.151822e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -21518526.000000 Penalty: 5975.881836
	Iteration 57Q: 3 clusters Score -2.151853e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -21518662.000000 Penalty: 5975.881836
	Iteration 58Q: 3 clusters Score -2.151866e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 162717 members 
Entering Unmasked Estep 
Score: -21518830.000000 Penalty: 5975.881836
	Iteration 59Q: 3 clusters Score -2.151883e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 163589 members 
Entering Unmasked Estep 
Score: -21518798.000000 Penalty: 5975.881836
	Iteration 60F: 3 clusters Score -2.15188e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -21518754.000000 Penalty: 5975.881836
	Iteration 61Q: 3 clusters Score -2.151875e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -21518692.000000 Penalty: 5975.881836
	Iteration 62Q: 3 clusters Score -2.151869e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 165603 members 
Entering Unmasked Estep 
Score: -21518630.000000 Penalty: 5975.881836
	Iteration 63Q: 3 clusters Score -2.151863e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -21518574.000000 Penalty: 5975.881836
	Iteration 64Q: 3 clusters Score -2.151857e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 166592 members 
Entering Unmasked Estep 
Score: -21518544.000000 Penalty: 5975.881836
	Iteration 65Q: 3 clusters Score -2.151854e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -21518574.000000 Penalty: 5975.881836
	Iteration 66Q: 3 clusters Score -2.151857e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 167320 members 
Entering Unmasked Estep 
Score: -21518592.000000 Penalty: 5975.881836
	Iteration 67Q: 3 clusters Score -2.151859e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 167585 members 
Entering Unmasked Estep 
Score: -21518552.000000 Penalty: 5975.881836
	Iteration 68Q: 3 clusters Score -2.151855e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 167809 members 
Entering Unmasked Estep 
Score: -21518572.000000 Penalty: 5975.881836
	Iteration 69Q: 3 clusters Score -2.151857e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 167974 members 
Entering Unmasked Estep 
Score: -21518540.000000 Penalty: 5975.881836
	Iteration 70Q: 3 clusters Score -2.151854e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -21518538.000000 Penalty: 5975.881836
	Iteration 71Q: 3 clusters Score -2.151854e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 168243 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 72Q: 3 clusters Score -2.15185e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -21518536.000000 Penalty: 5975.881836
	Iteration 73Q: 3 clusters Score -2.151854e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 168411 members 
Entering Unmasked Estep 
Score: -21518562.000000 Penalty: 5975.881836
	Iteration 74Q: 3 clusters Score -2.151856e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -21518502.000000 Penalty: 5975.881836
	Iteration 75Q: 3 clusters Score -2.15185e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 168577 members 
Entering Unmasked Estep 
Score: -21518514.000000 Penalty: 5975.881836
	Iteration 76Q: 3 clusters Score -2.151851e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -21518522.000000 Penalty: 5975.881836
	Iteration 77Q: 3 clusters Score -2.151852e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 168696 members 
Entering Unmasked Estep 
Score: -21518532.000000 Penalty: 5975.881836
	Iteration 78Q: 3 clusters Score -2.151853e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 168760 members 
Entering Unmasked Estep 
Score: -21518544.000000 Penalty: 5975.881836
	Iteration 79Q: 3 clusters Score -2.151854e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -21518522.000000 Penalty: 5975.881836
	Iteration 80F: 3 clusters Score -2.151852e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -21518530.000000 Penalty: 5975.881836
	Iteration 81Q: 3 clusters Score -2.151853e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 168897 members 
Entering Unmasked Estep 
Score: -21518508.000000 Penalty: 5975.881836
	Iteration 82Q: 3 clusters Score -2.151851e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -21518508.000000 Penalty: 5975.881836
	Iteration 83Q: 3 clusters Score -2.151851e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 168965 members 
Entering Unmasked Estep 
Score: -21518510.000000 Penalty: 5975.881836
	Iteration 84Q: 3 clusters Score -2.151851e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -21518492.000000 Penalty: 5975.881836
	Iteration 85Q: 3 clusters Score -2.151849e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 169038 members 
Entering Unmasked Estep 
Score: -21518502.000000 Penalty: 5975.881836
	Iteration 86Q: 3 clusters Score -2.15185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 87Q: 3 clusters Score -2.15185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -21518498.000000 Penalty: 5975.881836
	Iteration 88Q: 3 clusters Score -2.15185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 169087 members 
Entering Unmasked Estep 
Score: -21518498.000000 Penalty: 5975.881836
	Iteration 89Q: 3 clusters Score -2.15185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -21518510.000000 Penalty: 5975.881836
	Iteration 90Q: 3 clusters Score -2.151851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 169130 members 
Entering Unmasked Estep 
Score: -21518512.000000 Penalty: 5975.881836
	Iteration 91Q: 3 clusters Score -2.151851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 169150 members 
Entering Unmasked Estep 
Score: -21518528.000000 Penalty: 5975.881836
	Iteration 92Q: 3 clusters Score -2.151853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 93Q: 3 clusters Score -2.15185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 169174 members 
Entering Unmasked Estep 
Score: -21518508.000000 Penalty: 5975.881836
	Iteration 94Q: 3 clusters Score -2.151851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -21518498.000000 Penalty: 5975.881836
	Iteration 95Q: 3 clusters Score -2.15185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 96Q: 3 clusters Score -2.15185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -21518526.000000 Penalty: 5975.881836
	Iteration 97Q: 3 clusters Score -2.151853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 169193 members 
Entering Unmasked Estep 
Score: -21518506.000000 Penalty: 5975.881836
	Iteration 98Q: 3 clusters Score -2.151851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 169193 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 99Q: 3 clusters Score -2.15185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 169194 members 
Entering Unmasked Estep 
Score: -21518512.000000 Penalty: 5975.881836
	Iteration 100F: 3 clusters Score -2.151851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 169196 members 
Entering Unmasked Estep 
Score: -21518498.000000 Penalty: 5975.881836
	Iteration 101Q: 3 clusters Score -2.15185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 169200 members 
Entering Unmasked Estep 
Score: -21518506.000000 Penalty: 5975.881836
	Iteration 102Q: 3 clusters Score -2.151851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 169202 members 
Entering Unmasked Estep 
Score: -21518506.000000 Penalty: 5975.881836
	Iteration 103Q: 3 clusters Score -2.151851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 104Q: 3 clusters Score -2.15185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -21518518.000000 Penalty: 5975.881836
	Iteration 105Q: 3 clusters Score -2.151852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -21518504.000000 Penalty: 5975.881836
	Iteration 106Q: 3 clusters Score -2.15185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 169215 members 
Entering Unmasked Estep 
Score: -21518518.000000 Penalty: 5975.881836
	Iteration 107Q: 3 clusters Score -2.151852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -21518522.000000 Penalty: 5975.881836
	Iteration 108Q: 3 clusters Score -2.151852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -21518526.000000 Penalty: 5975.881836
	Iteration 109Q: 3 clusters Score -2.151853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 169224 members 
Entering Unmasked Estep 
Score: -21518522.000000 Penalty: 5975.881836
	Iteration 110Q: 3 clusters Score -2.151852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 169228 members 
Entering Unmasked Estep 
Score: -21518520.000000 Penalty: 5975.881836
	Iteration 111Q: 3 clusters Score -2.151852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -21518528.000000 Penalty: 5975.881836
	Iteration 112Q: 3 clusters Score -2.151853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -21518526.000000 Penalty: 5975.881836
	Iteration 113Q: 3 clusters Score -2.151853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -21518544.000000 Penalty: 5975.881836
	Iteration 114Q: 3 clusters Score -2.151854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 169243 members 
Entering Unmasked Estep 
Score: -21518526.000000 Penalty: 5975.881836
	Iteration 115Q: 3 clusters Score -2.151853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 169243 members 
Entering Unmasked Estep 
Score: -21518538.000000 Penalty: 5975.881836
	Iteration 116Q: 3 clusters Score -2.151854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 169243 members 
Entering Unmasked Estep 
Score: -21518538.000000 Penalty: 5975.881836
	Iteration 117F: 3 clusters Score -2.151854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -110963.054688 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -110963.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -109037.773438 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -109037.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109290.671875 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -109290.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109388.242188 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -109388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109447.882812 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -109447.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109495.750000 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -109495.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -109524.757812 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -109524.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109546.078125 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -109546.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109567.796875 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -109567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109600.960938 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -109601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109627.890625 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -109627.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109664.000000 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -109664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109717.289062 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -109717.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -109809.304688 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -109809.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109952.125000 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -109952.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110033.750000 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -110033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110087.859375 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -110087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110163.898438 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -110163.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110306.992188 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -110307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110484.695312 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -110484.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110620.890625 Penalty: 3389.183594
	Iteration 19Q: 3 clusters Score -110620.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110741.828125 Penalty: 3389.183594
	Iteration 20F: 3 clusters Score -110741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110848.289062 Penalty: 3389.183594
	Iteration 21Q: 3 clusters Score -110848.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110919.273438 Penalty: 3389.183594
	Iteration 22Q: 3 clusters Score -110919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110957.812500 Penalty: 3389.183594
	Iteration 23Q: 3 clusters Score -110957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110962.476562 Penalty: 3389.183594
	Iteration 24Q: 3 clusters Score -110962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110962.476562 Penalty: 3389.183594
	Iteration 25F: 3 clusters Score -110962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -738377.250000 Penalty: 2147.527832
	Iteration 0F: 2 clusters Score -738377.2 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 2845 members 
Entering Unmasked Estep 
Score: -733360.375000 Penalty: 4295.055664
	Iteration 0F: 3 clusters Score -733360.4 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -734605.500000 Penalty: 4295.055664
	Iteration 1F: 3 clusters Score -734605.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -734842.937500 Penalty: 4295.055664
	Iteration 2F: 3 clusters Score -734842.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -734985.750000 Penalty: 4295.055664
	Iteration 3F: 3 clusters Score -734985.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -735086.687500 Penalty: 4295.055664
	Iteration 4Q: 3 clusters Score -735086.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -735171.312500 Penalty: 4295.055664
	Iteration 5Q: 3 clusters Score -735171.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -735253.312500 Penalty: 4295.055664
	Iteration 6Q: 3 clusters Score -735253.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -735320.750000 Penalty: 4295.055664
	Iteration 7Q: 3 clusters Score -735320.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -735373.125000 Penalty: 4295.055664
	Iteration 8Q: 3 clusters Score -735373.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735419.500000 Penalty: 4295.055664
	Iteration 9Q: 3 clusters Score -735419.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -735459.125000 Penalty: 4295.055664
	Iteration 10Q: 3 clusters Score -735459.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -735488.937500 Penalty: 4295.055664
	Iteration 11Q: 3 clusters Score -735488.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -735520.937500 Penalty: 4295.055664
	Iteration 12Q: 3 clusters Score -735520.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -735559.500000 Penalty: 4295.055664
	Iteration 13Q: 3 clusters Score -735559.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -735595.562500 Penalty: 4295.055664
	Iteration 14Q: 3 clusters Score -735595.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -735636.750000 Penalty: 4295.055664
	Iteration 15Q: 3 clusters Score -735636.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -735684.375000 Penalty: 4295.055664
	Iteration 16Q: 3 clusters Score -735684.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -735743.500000 Penalty: 4295.055664
	Iteration 17Q: 3 clusters Score -735743.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -735803.250000 Penalty: 4295.055664
	Iteration 18Q: 3 clusters Score -735803.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -735861.312500 Penalty: 4295.055664
	Iteration 19Q: 3 clusters Score -735861.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -735918.062500 Penalty: 4295.055664
	Iteration 20F: 3 clusters Score -735918.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -735962.812500 Penalty: 4295.055664
	Iteration 21Q: 3 clusters Score -735962.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -736001.187500 Penalty: 4295.055664
	Iteration 22Q: 3 clusters Score -736001.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -736027.062500 Penalty: 4295.055664
	Iteration 23Q: 3 clusters Score -736027.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -736044.750000 Penalty: 4295.055664
	Iteration 24Q: 3 clusters Score -736044.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -736060.500000 Penalty: 4295.055664
	Iteration 25Q: 3 clusters Score -736060.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -736076.375000 Penalty: 4295.055664
	Iteration 26Q: 3 clusters Score -736076.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -736091.500000 Penalty: 4295.055664
	Iteration 27Q: 3 clusters Score -736091.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -736100.437500 Penalty: 4295.055664
	Iteration 28Q: 3 clusters Score -736100.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -736107.937500 Penalty: 4295.055664
	Iteration 29Q: 3 clusters Score -736107.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -736115.625000 Penalty: 4295.055664
	Iteration 30Q: 3 clusters Score -736115.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -736118.500000 Penalty: 4295.055664
	Iteration 31Q: 3 clusters Score -736118.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -736124.187500 Penalty: 4295.055664
	Iteration 32Q: 3 clusters Score -736124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -736128.062500 Penalty: 4295.055664
	Iteration 33Q: 3 clusters Score -736128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -736133.125000 Penalty: 4295.055664
	Iteration 34Q: 3 clusters Score -736133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -736138.062500 Penalty: 4295.055664
	Iteration 35Q: 3 clusters Score -736138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -736141.875000 Penalty: 4295.055664
	Iteration 36Q: 3 clusters Score -736141.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -736148.875000 Penalty: 4295.055664
	Iteration 37Q: 3 clusters Score -736148.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -736152.625000 Penalty: 4295.055664
	Iteration 38Q: 3 clusters Score -736152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -736159.687500 Penalty: 4295.055664
	Iteration 39Q: 3 clusters Score -736159.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -736165.500000 Penalty: 4295.055664
	Iteration 40F: 3 clusters Score -736165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -736170.562500 Penalty: 4295.055664
	Iteration 41Q: 3 clusters Score -736170.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -736174.687500 Penalty: 4295.055664
	Iteration 42Q: 3 clusters Score -736174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -736178.062500 Penalty: 4295.055664
	Iteration 43Q: 3 clusters Score -736178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -736185.375000 Penalty: 4295.055664
	Iteration 44Q: 3 clusters Score -736185.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -736192.875000 Penalty: 4295.055664
	Iteration 45Q: 3 clusters Score -736192.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -736201.937500 Penalty: 4295.055664
	Iteration 46Q: 3 clusters Score -736201.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -736206.437500 Penalty: 4295.055664
	Iteration 47Q: 3 clusters Score -736206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -736213.687500 Penalty: 4295.055664
	Iteration 48Q: 3 clusters Score -736213.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -736220.437500 Penalty: 4295.055664
	Iteration 49Q: 3 clusters Score -736220.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -736225.187500 Penalty: 4295.055664
	Iteration 50Q: 3 clusters Score -736225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -736228.687500 Penalty: 4295.055664
	Iteration 51Q: 3 clusters Score -736228.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -736233.000000 Penalty: 4295.055664
	Iteration 52Q: 3 clusters Score -736233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -736235.000000 Penalty: 4295.055664
	Iteration 53Q: 3 clusters Score -736235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -736236.812500 Penalty: 4295.055664
	Iteration 54Q: 3 clusters Score -736236.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -736240.312500 Penalty: 4295.055664
	Iteration 55Q: 3 clusters Score -736240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -736243.625000 Penalty: 4295.055664
	Iteration 56Q: 3 clusters Score -736243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -736245.437500 Penalty: 4295.055664
	Iteration 57Q: 3 clusters Score -736245.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -736247.125000 Penalty: 4295.055664
	Iteration 58Q: 3 clusters Score -736247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -736248.250000 Penalty: 4295.055664
	Iteration 59Q: 3 clusters Score -736248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -736247.875000 Penalty: 4295.055664
	Iteration 60F: 3 clusters Score -736247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -736250.062500 Penalty: 4295.055664
	Iteration 61Q: 3 clusters Score -736250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -736251.125000 Penalty: 4295.055664
	Iteration 62Q: 3 clusters Score -736251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -736251.125000 Penalty: 4295.055664
	Iteration 63F: 3 clusters Score -736251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 282 members 
Entering Unmasked Estep 
Score: -66917.132812 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66917.13 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67111.375000 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67111.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67227.625000 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67227.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67289.351562 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67289.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67308.492188 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67308.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67325.828125 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67325.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67344.992188 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67344.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67361.765625 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67361.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67370.578125 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67370.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67391.031250 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67391.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67406.781250 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -67406.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67410.765625 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -67410.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67410.765625 Penalty: 3136.882080
	Iteration 12F: 3 clusters Score -67410.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -64230.691406 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -64230.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62653.867188 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -62653.87 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63343.500000 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -63343.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63781.324219 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -63781.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64177.699219 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -64177.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64762.203125 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -64762.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65310.808594 Penalty: 3243.634766
	Iteration 5F: 3 clusters Score -65310.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65459.187500 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -65459.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65540.851562 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -65540.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65568.421875 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -65568.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65568.421875 Penalty: 3243.634766
	Iteration 9F: 3 clusters Score -65568.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161105 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 154714 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 170783 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 84233 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 27435 members 
Mstep: Class 17 contains 171684 members 
Mstep: Class 18 contains 38494 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 337 members 
Mstep: Class 21 contains 12270 members 
Entering Unmasked Estep 
Score: -105717984.000000 Penalty: 71147.250000
Splitting cluster 12 changes total score from -105714800.000000 to -105717984.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -82001.148438 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -82001.15 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 349 members 
Entering Unmasked Estep 
Score: -80346.679688 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -80346.68 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80780.820312 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -80780.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81003.343750 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -81003.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81150.578125 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -81150.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81247.992188 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -81247.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81371.250000 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -81371.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81428.125000 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -81428.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81463.375000 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -81463.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81485.203125 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -81485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81501.367188 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -81501.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81511.679688 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -81511.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81525.320312 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -81525.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81536.656250 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -81536.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81547.203125 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -81547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81558.125000 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -81558.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81563.523438 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -81563.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81564.335938 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -81564.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81574.343750 Penalty: 3265.371094
	Iteration 17F: 3 clusters Score -81574.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81595.765625 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -81595.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81601.265625 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -81601.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81608.078125 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -81608.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81620.625000 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -81620.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81636.117188 Penalty: 3265.371094
	Iteration 22Q: 3 clusters Score -81636.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81653.984375 Penalty: 3265.371094
	Iteration 23Q: 3 clusters Score -81653.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81665.148438 Penalty: 3265.371094
	Iteration 24Q: 3 clusters Score -81665.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81684.164062 Penalty: 3265.371094
	Iteration 25Q: 3 clusters Score -81684.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81705.679688 Penalty: 3265.371094
	Iteration 26Q: 3 clusters Score -81705.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81726.164062 Penalty: 3265.371094
	Iteration 27Q: 3 clusters Score -81726.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81738.742188 Penalty: 3265.371094
	Iteration 28Q: 3 clusters Score -81738.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81748.500000 Penalty: 3265.371094
	Iteration 29Q: 3 clusters Score -81748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81750.820312 Penalty: 3265.371094
	Iteration 30Q: 3 clusters Score -81750.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81750.820312 Penalty: 3265.371094
	Iteration 31F: 3 clusters Score -81750.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Entering Unmasked Estep 
Score: -10314823.000000 Penalty: 2812.652832
	Iteration 0F: 2 clusters Score -1.031482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -10258484.000000 Penalty: 5625.305664
	Iteration 0F: 3 clusters Score -1.025848e+07 nChanged 39642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -10280661.000000 Penalty: 5625.305664
	Iteration 1F: 3 clusters Score -1.028066e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -10281236.000000 Penalty: 5625.305664
	Iteration 2Q: 3 clusters Score -1.028124e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -10281795.000000 Penalty: 5625.305664
	Iteration 3Q: 3 clusters Score -1.02818e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -10282453.000000 Penalty: 5625.305664
	Iteration 4Q: 3 clusters Score -1.028245e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -10283446.000000 Penalty: 5625.305664
	Iteration 5Q: 3 clusters Score -1.028345e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -10284777.000000 Penalty: 5625.305664
	Iteration 6Q: 3 clusters Score -1.028478e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -10287148.000000 Penalty: 5625.305664
	Iteration 7Q: 3 clusters Score -1.028715e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -10290920.000000 Penalty: 5625.305664
	Iteration 8F: 3 clusters Score -1.029092e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -10296266.000000 Penalty: 5625.305664
	Iteration 9F: 3 clusters Score -1.029627e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -10302258.000000 Penalty: 5625.305664
	Iteration 10F: 3 clusters Score -1.030226e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -10307128.000000 Penalty: 5625.305664
	Iteration 11F: 3 clusters Score -1.030713e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10309925.000000 Penalty: 5625.305664
	Iteration 12Q: 3 clusters Score -1.030992e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -10311285.000000 Penalty: 5625.305664
	Iteration 13Q: 3 clusters Score -1.031128e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10311884.000000 Penalty: 5625.305664
	Iteration 14Q: 3 clusters Score -1.031188e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -10312175.000000 Penalty: 5625.305664
	Iteration 15Q: 3 clusters Score -1.031218e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -10312286.000000 Penalty: 5625.305664
	Iteration 16Q: 3 clusters Score -1.031229e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -10312343.000000 Penalty: 5625.305664
	Iteration 17Q: 3 clusters Score -1.031234e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -10312395.000000 Penalty: 5625.305664
	Iteration 18Q: 3 clusters Score -1.03124e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -10312433.000000 Penalty: 5625.305664
	Iteration 19Q: 3 clusters Score -1.031243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -10312479.000000 Penalty: 5625.305664
	Iteration 20F: 3 clusters Score -1.031248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -10312496.000000 Penalty: 5625.305664
	Iteration 21Q: 3 clusters Score -1.03125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -10312509.000000 Penalty: 5625.305664
	Iteration 22Q: 3 clusters Score -1.031251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -10312521.000000 Penalty: 5625.305664
	Iteration 23Q: 3 clusters Score -1.031252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -10312537.000000 Penalty: 5625.305664
	Iteration 24Q: 3 clusters Score -1.031254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -10312555.000000 Penalty: 5625.305664
	Iteration 25Q: 3 clusters Score -1.031256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -10312562.000000 Penalty: 5625.305664
	Iteration 26Q: 3 clusters Score -1.031256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -10312557.000000 Penalty: 5625.305664
	Iteration 27Q: 3 clusters Score -1.031256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -10312577.000000 Penalty: 5625.305664
	Iteration 28Q: 3 clusters Score -1.031258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10312578.000000 Penalty: 5625.305664
	Iteration 29Q: 3 clusters Score -1.031258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10312588.000000 Penalty: 5625.305664
	Iteration 30Q: 3 clusters Score -1.031259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10312588.000000 Penalty: 5625.305664
	Iteration 31F: 3 clusters Score -1.031259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Entering Unmasked Estep 
Score: -3507537.750000 Penalty: 2534.454590
	Iteration 0F: 2 clusters Score -3507538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3488846.250000 Penalty: 5068.909180
	Iteration 0F: 3 clusters Score -3488846 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3495484.750000 Penalty: 5068.909180
	Iteration 1F: 3 clusters Score -3495485 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3496093.500000 Penalty: 5068.909180
	Iteration 2F: 3 clusters Score -3496094 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3496791.500000 Penalty: 5068.909180
	Iteration 3F: 3 clusters Score -3496792 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3497639.500000 Penalty: 5068.909180
	Iteration 4F: 3 clusters Score -3497640 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3498674.250000 Penalty: 5068.909180
	Iteration 5F: 3 clusters Score -3498674 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3499938.750000 Penalty: 5068.909180
	Iteration 6F: 3 clusters Score -3499939 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3501320.250000 Penalty: 5068.909180
	Iteration 7F: 3 clusters Score -3501320 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3502444.500000 Penalty: 5068.909180
	Iteration 8F: 3 clusters Score -3502444 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3503200.750000 Penalty: 5068.909180
	Iteration 9Q: 3 clusters Score -3503201 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3503699.250000 Penalty: 5068.909180
	Iteration 10Q: 3 clusters Score -3503699 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3504027.500000 Penalty: 5068.909180
	Iteration 11Q: 3 clusters Score -3504028 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3504250.250000 Penalty: 5068.909180
	Iteration 12Q: 3 clusters Score -3504250 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3504416.500000 Penalty: 5068.909180
	Iteration 13Q: 3 clusters Score -3504416 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3504594.250000 Penalty: 5068.909180
	Iteration 14Q: 3 clusters Score -3504594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3504739.000000 Penalty: 5068.909180
	Iteration 15Q: 3 clusters Score -3504739 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3504867.000000 Penalty: 5068.909180
	Iteration 16Q: 3 clusters Score -3504867 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3504974.500000 Penalty: 5068.909180
	Iteration 17Q: 3 clusters Score -3504974 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3505115.000000 Penalty: 5068.909180
	Iteration 18Q: 3 clusters Score -3505115 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3505225.250000 Penalty: 5068.909180
	Iteration 19Q: 3 clusters Score -3505225 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3505346.500000 Penalty: 5068.909180
	Iteration 20F: 3 clusters Score -3505346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3505466.250000 Penalty: 5068.909180
	Iteration 21Q: 3 clusters Score -3505466 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3505570.750000 Penalty: 5068.909180
	Iteration 22Q: 3 clusters Score -3505571 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3505655.750000 Penalty: 5068.909180
	Iteration 23Q: 3 clusters Score -3505656 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3505770.500000 Penalty: 5068.909180
	Iteration 24Q: 3 clusters Score -3505770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3505877.250000 Penalty: 5068.909180
	Iteration 25Q: 3 clusters Score -3505877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3505969.500000 Penalty: 5068.909180
	Iteration 26Q: 3 clusters Score -3505970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3506023.250000 Penalty: 5068.909180
	Iteration 27Q: 3 clusters Score -3506023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3506061.250000 Penalty: 5068.909180
	Iteration 28Q: 3 clusters Score -3506061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3506105.250000 Penalty: 5068.909180
	Iteration 29Q: 3 clusters Score -3506105 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3506141.500000 Penalty: 5068.909180
	Iteration 30Q: 3 clusters Score -3506142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3506194.250000 Penalty: 5068.909180
	Iteration 31Q: 3 clusters Score -3506194 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3506209.500000 Penalty: 5068.909180
	Iteration 32Q: 3 clusters Score -3506210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3506222.750000 Penalty: 5068.909180
	Iteration 33Q: 3 clusters Score -3506223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3506255.500000 Penalty: 5068.909180
	Iteration 34Q: 3 clusters Score -3506256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3506275.500000 Penalty: 5068.909180
	Iteration 35Q: 3 clusters Score -3506276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3506288.750000 Penalty: 5068.909180
	Iteration 36Q: 3 clusters Score -3506289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3506286.750000 Penalty: 5068.909180
	Iteration 37Q: 3 clusters Score -3506287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3506305.750000 Penalty: 5068.909180
	Iteration 38Q: 3 clusters Score -3506306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3506316.000000 Penalty: 5068.909180
	Iteration 39Q: 3 clusters Score -3506316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3506323.000000 Penalty: 5068.909180
	Iteration 40F: 3 clusters Score -3506323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3506329.250000 Penalty: 5068.909180
	Iteration 41Q: 3 clusters Score -3506329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3506333.750000 Penalty: 5068.909180
	Iteration 42Q: 3 clusters Score -3506334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3506344.750000 Penalty: 5068.909180
	Iteration 43Q: 3 clusters Score -3506345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3506347.500000 Penalty: 5068.909180
	Iteration 44Q: 3 clusters Score -3506348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3506348.750000 Penalty: 5068.909180
	Iteration 45Q: 3 clusters Score -3506349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3506346.750000 Penalty: 5068.909180
	Iteration 46Q: 3 clusters Score -3506347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3506353.000000 Penalty: 5068.909180
	Iteration 47Q: 3 clusters Score -3506353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3506353.250000 Penalty: 5068.909180
	Iteration 48Q: 3 clusters Score -3506353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3506352.500000 Penalty: 5068.909180
	Iteration 49Q: 3 clusters Score -3506352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3506351.000000 Penalty: 5068.909180
	Iteration 50Q: 3 clusters Score -3506351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3506347.750000 Penalty: 5068.909180
	Iteration 51Q: 3 clusters Score -3506348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3506349.000000 Penalty: 5068.909180
	Iteration 52Q: 3 clusters Score -3506349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3506349.000000 Penalty: 5068.909180
	Iteration 53Q: 3 clusters Score -3506349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3506348.250000 Penalty: 5068.909180
	Iteration 54Q: 3 clusters Score -3506348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3506344.250000 Penalty: 5068.909180
	Iteration 55Q: 3 clusters Score -3506344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3506345.250000 Penalty: 5068.909180
	Iteration 56Q: 3 clusters Score -3506345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3506345.250000 Penalty: 5068.909180
	Iteration 57F: 3 clusters Score -3506345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171684 members 
Entering Unmasked Estep 
Score: -21538462.000000 Penalty: 2989.245850
	Iteration 0F: 2 clusters Score -2.153846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -21425552.000000 Penalty: 5978.491699
	Iteration 0F: 3 clusters Score -2.142555e+07 nChanged 82394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -21473664.000000 Penalty: 5978.491699
	Iteration 1F: 3 clusters Score -2.147366e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -21474566.000000 Penalty: 5978.491699
	Iteration 2Q: 3 clusters Score -2.147457e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -21475530.000000 Penalty: 5978.491699
	Iteration 3Q: 3 clusters Score -2.147553e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -21476766.000000 Penalty: 5978.491699
	Iteration 4Q: 3 clusters Score -2.147677e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -21478668.000000 Penalty: 5978.491699
	Iteration 5Q: 3 clusters Score -2.147867e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -21481848.000000 Penalty: 5978.491699
	Iteration 6Q: 3 clusters Score -2.148185e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -21487450.000000 Penalty: 5978.491699
	Iteration 7F: 3 clusters Score -2.148745e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
Score: -21496974.000000 Penalty: 5978.491699
	Iteration 8F: 3 clusters Score -2.149697e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -21509200.000000 Penalty: 5978.491699
	Iteration 9F: 3 clusters Score -2.15092e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -21520378.000000 Penalty: 5978.491699
	Iteration 10F: 3 clusters Score -2.152038e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -21527860.000000 Penalty: 5978.491699
	Iteration 11Q: 3 clusters Score -2.152786e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -21532118.000000 Penalty: 5978.491699
	Iteration 12Q: 3 clusters Score -2.153212e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 162053 members 
Entering Unmasked Estep 
Score: -21534604.000000 Penalty: 5978.491699
	Iteration 13Q: 3 clusters Score -2.15346e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 162910 members 
Entering Unmasked Estep 
Score: -21535814.000000 Penalty: 5978.491699
	Iteration 14Q: 3 clusters Score -2.153581e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -21536380.000000 Penalty: 5978.491699
	Iteration 15Q: 3 clusters Score -2.153638e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -21536618.000000 Penalty: 5978.491699
	Iteration 16Q: 3 clusters Score -2.153662e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 164118 members 
Entering Unmasked Estep 
Score: -21536798.000000 Penalty: 5978.491699
	Iteration 17Q: 3 clusters Score -2.15368e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 164333 members 
Entering Unmasked Estep 
Score: -21536924.000000 Penalty: 5978.491699
	Iteration 18Q: 3 clusters Score -2.153692e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -21536990.000000 Penalty: 5978.491699
	Iteration 19Q: 3 clusters Score -2.153699e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -21537004.000000 Penalty: 5978.491699
	Iteration 20F: 3 clusters Score -2.1537e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -21537010.000000 Penalty: 5978.491699
	Iteration 21Q: 3 clusters Score -2.153701e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -21537116.000000 Penalty: 5978.491699
	Iteration 22Q: 3 clusters Score -2.153712e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -21537068.000000 Penalty: 5978.491699
	Iteration 23Q: 3 clusters Score -2.153707e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -21537134.000000 Penalty: 5978.491699
	Iteration 24Q: 3 clusters Score -2.153713e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -21537110.000000 Penalty: 5978.491699
	Iteration 25Q: 3 clusters Score -2.153711e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 165294 members 
Entering Unmasked Estep 
Score: -21537132.000000 Penalty: 5978.491699
	Iteration 26Q: 3 clusters Score -2.153713e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 165364 members 
Entering Unmasked Estep 
Score: -21537130.000000 Penalty: 5978.491699
	Iteration 27Q: 3 clusters Score -2.153713e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -21537158.000000 Penalty: 5978.491699
	Iteration 28Q: 3 clusters Score -2.153716e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 165469 members 
Entering Unmasked Estep 
Score: -21537160.000000 Penalty: 5978.491699
	Iteration 29Q: 3 clusters Score -2.153716e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -21537134.000000 Penalty: 5978.491699
	Iteration 30Q: 3 clusters Score -2.153713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 165553 members 
Entering Unmasked Estep 
Score: -21537136.000000 Penalty: 5978.491699
	Iteration 31Q: 3 clusters Score -2.153714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -21537110.000000 Penalty: 5978.491699
	Iteration 32Q: 3 clusters Score -2.153711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 165624 members 
Entering Unmasked Estep 
Score: -21537096.000000 Penalty: 5978.491699
	Iteration 33Q: 3 clusters Score -2.15371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -21537096.000000 Penalty: 5978.491699
	Iteration 34Q: 3 clusters Score -2.15371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -21537098.000000 Penalty: 5978.491699
	Iteration 35Q: 3 clusters Score -2.15371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 165692 members 
Entering Unmasked Estep 
Score: -21537096.000000 Penalty: 5978.491699
	Iteration 36Q: 3 clusters Score -2.15371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -21537084.000000 Penalty: 5978.491699
	Iteration 37Q: 3 clusters Score -2.153708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -21537098.000000 Penalty: 5978.491699
	Iteration 38Q: 3 clusters Score -2.15371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -21537116.000000 Penalty: 5978.491699
	Iteration 39Q: 3 clusters Score -2.153712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 165724 members 
Entering Unmasked Estep 
Score: -21537092.000000 Penalty: 5978.491699
	Iteration 40F: 3 clusters Score -2.153709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 165735 members 
Entering Unmasked Estep 
Score: -21537102.000000 Penalty: 5978.491699
	Iteration 41Q: 3 clusters Score -2.15371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 165742 members 
Entering Unmasked Estep 
Score: -21537114.000000 Penalty: 5978.491699
	Iteration 42Q: 3 clusters Score -2.153711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -21537102.000000 Penalty: 5978.491699
	Iteration 43Q: 3 clusters Score -2.15371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -21537086.000000 Penalty: 5978.491699
	Iteration 44Q: 3 clusters Score -2.153709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -21537094.000000 Penalty: 5978.491699
	Iteration 45Q: 3 clusters Score -2.153709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -21537098.000000 Penalty: 5978.491699
	Iteration 46Q: 3 clusters Score -2.15371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -21537084.000000 Penalty: 5978.491699
	Iteration 47Q: 3 clusters Score -2.153708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -21537090.000000 Penalty: 5978.491699
	Iteration 48Q: 3 clusters Score -2.153709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 165756 members 
Entering Unmasked Estep 
Score: -21537080.000000 Penalty: 5978.491699
	Iteration 49Q: 3 clusters Score -2.153708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 165756 members 
Entering Unmasked Estep 
Score: -21537080.000000 Penalty: 5978.491699
	Iteration 50F: 3 clusters Score -2.153708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Entering Unmasked Estep 
Score: -4869983.500000 Penalty: 2618.447998
	Iteration 0F: 2 clusters Score -4869984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4843623.000000 Penalty: 5236.895996
	Iteration 0F: 3 clusters Score -4843623 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -4853414.500000 Penalty: 5236.895996
	Iteration 1F: 3 clusters Score -4853414 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4853901.000000 Penalty: 5236.895996
	Iteration 2Q: 3 clusters Score -4853901 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4854425.500000 Penalty: 5236.895996
	Iteration 3Q: 3 clusters Score -4854426 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4855023.000000 Penalty: 5236.895996
	Iteration 4Q: 3 clusters Score -4855023 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4855675.000000 Penalty: 5236.895996
	Iteration 5Q: 3 clusters Score -4855675 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4856637.000000 Penalty: 5236.895996
	Iteration 6Q: 3 clusters Score -4856637 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4858054.500000 Penalty: 5236.895996
	Iteration 7F: 3 clusters Score -4858054 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4860125.500000 Penalty: 5236.895996
	Iteration 8F: 3 clusters Score -4860126 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4862643.500000 Penalty: 5236.895996
	Iteration 9F: 3 clusters Score -4862644 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4864839.000000 Penalty: 5236.895996
	Iteration 10F: 3 clusters Score -4864839 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -4866322.500000 Penalty: 5236.895996
	Iteration 11Q: 3 clusters Score -4866322 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4867119.500000 Penalty: 5236.895996
	Iteration 12Q: 3 clusters Score -4867120 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4867432.500000 Penalty: 5236.895996
	Iteration 13Q: 3 clusters Score -4867432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4867553.000000 Penalty: 5236.895996
	Iteration 14Q: 3 clusters Score -4867553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -4867619.500000 Penalty: 5236.895996
	Iteration 15Q: 3 clusters Score -4867620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4867645.500000 Penalty: 5236.895996
	Iteration 16Q: 3 clusters Score -4867646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -4867666.500000 Penalty: 5236.895996
	Iteration 17Q: 3 clusters Score -4867666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4867674.500000 Penalty: 5236.895996
	Iteration 18Q: 3 clusters Score -4867674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -4867688.000000 Penalty: 5236.895996
	Iteration 19Q: 3 clusters Score -4867688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4867693.500000 Penalty: 5236.895996
	Iteration 20F: 3 clusters Score -4867694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4867697.000000 Penalty: 5236.895996
	Iteration 21Q: 3 clusters Score -4867697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4867700.500000 Penalty: 5236.895996
	Iteration 22Q: 3 clusters Score -4867700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4867703.500000 Penalty: 5236.895996
	Iteration 23Q: 3 clusters Score -4867704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4867704.000000 Penalty: 5236.895996
	Iteration 24Q: 3 clusters Score -4867704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4867713.500000 Penalty: 5236.895996
	Iteration 25Q: 3 clusters Score -4867714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4867716.000000 Penalty: 5236.895996
	Iteration 26Q: 3 clusters Score -4867716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4867724.500000 Penalty: 5236.895996
	Iteration 27Q: 3 clusters Score -4867724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -4867722.500000 Penalty: 5236.895996
	Iteration 28Q: 3 clusters Score -4867722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -4867722.500000 Penalty: 5236.895996
	Iteration 29F: 3 clusters Score -4867722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -234136.187500 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -234136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231553.828125 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -231553.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232071.781250 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -232071.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232270.468750 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -232270.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -232385.609375 Penalty: 3766.563477
	Iteration 3F: 3 clusters Score -232385.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -232469.625000 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -232469.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -232524.796875 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -232524.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -232571.203125 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -232571.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -232612.218750 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -232612.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -232670.203125 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -232670.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -232719.406250 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -232719.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -232781.343750 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -232781.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -232838.484375 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -232838.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -232881.734375 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -232881.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232923.453125 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -232923.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -232971.796875 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -232971.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -233015.140625 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -233015.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -233057.328125 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -233057.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -233078.546875 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -233078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -233092.859375 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -233092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -233112.359375 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -233112.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -233134.812500 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -233134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -233146.343750 Penalty: 3766.563477
	Iteration 21Q: 3 clusters Score -233146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -233155.765625 Penalty: 3766.563477
	Iteration 22Q: 3 clusters Score -233155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -233171.343750 Penalty: 3766.563477
	Iteration 23Q: 3 clusters Score -233171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -233185.578125 Penalty: 3766.563477
	Iteration 24Q: 3 clusters Score -233185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -233200.156250 Penalty: 3766.563477
	Iteration 25Q: 3 clusters Score -233200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -233207.781250 Penalty: 3766.563477
	Iteration 26Q: 3 clusters Score -233207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -233211.750000 Penalty: 3766.563477
	Iteration 27Q: 3 clusters Score -233211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -233215.984375 Penalty: 3766.563477
	Iteration 28Q: 3 clusters Score -233216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -233218.203125 Penalty: 3766.563477
	Iteration 29Q: 3 clusters Score -233218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -233224.390625 Penalty: 3766.563477
	Iteration 30Q: 3 clusters Score -233224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -233225.890625 Penalty: 3766.563477
	Iteration 31Q: 3 clusters Score -233225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -233225.890625 Penalty: 3766.563477
	Iteration 32F: 3 clusters Score -233225.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Entering Unmasked Estep 
Score: -1484395.750000 Penalty: 2334.898193
	Iteration 0F: 2 clusters Score -1484396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1475239.375000 Penalty: 4669.796387
	Iteration 0F: 3 clusters Score -1475239 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1477933.250000 Penalty: 4669.796387
	Iteration 1F: 3 clusters Score -1477933 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1478213.375000 Penalty: 4669.796387
	Iteration 2F: 3 clusters Score -1478213 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1478410.875000 Penalty: 4669.796387
	Iteration 3Q: 3 clusters Score -1478411 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1478552.750000 Penalty: 4669.796387
	Iteration 4Q: 3 clusters Score -1478553 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1478663.000000 Penalty: 4669.796387
	Iteration 5Q: 3 clusters Score -1478663 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1478745.625000 Penalty: 4669.796387
	Iteration 6Q: 3 clusters Score -1478746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1478812.625000 Penalty: 4669.796387
	Iteration 7Q: 3 clusters Score -1478813 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1478890.250000 Penalty: 4669.796387
	Iteration 8Q: 3 clusters Score -1478890 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1478949.750000 Penalty: 4669.796387
	Iteration 9Q: 3 clusters Score -1478950 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1478991.000000 Penalty: 4669.796387
	Iteration 10Q: 3 clusters Score -1478991 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1479040.750000 Penalty: 4669.796387
	Iteration 11Q: 3 clusters Score -1479041 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1479086.375000 Penalty: 4669.796387
	Iteration 12Q: 3 clusters Score -1479086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1479126.875000 Penalty: 4669.796387
	Iteration 13Q: 3 clusters Score -1479127 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1479168.375000 Penalty: 4669.796387
	Iteration 14Q: 3 clusters Score -1479168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1479195.875000 Penalty: 4669.796387
	Iteration 15Q: 3 clusters Score -1479196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1479228.875000 Penalty: 4669.796387
	Iteration 16Q: 3 clusters Score -1479229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1479260.500000 Penalty: 4669.796387
	Iteration 17Q: 3 clusters Score -1479260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1479295.750000 Penalty: 4669.796387
	Iteration 18Q: 3 clusters Score -1479296 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1479331.875000 Penalty: 4669.796387
	Iteration 19Q: 3 clusters Score -1479332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1479377.750000 Penalty: 4669.796387
	Iteration 20F: 3 clusters Score -1479378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1479421.500000 Penalty: 4669.796387
	Iteration 21Q: 3 clusters Score -1479422 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1479473.625000 Penalty: 4669.796387
	Iteration 22Q: 3 clusters Score -1479474 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1479518.875000 Penalty: 4669.796387
	Iteration 23Q: 3 clusters Score -1479519 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1479576.750000 Penalty: 4669.796387
	Iteration 24Q: 3 clusters Score -1479577 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1479649.125000 Penalty: 4669.796387
	Iteration 25Q: 3 clusters Score -1479649 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1479722.500000 Penalty: 4669.796387
	Iteration 26Q: 3 clusters Score -1479722 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1479799.750000 Penalty: 4669.796387
	Iteration 27Q: 3 clusters Score -1479800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1479903.750000 Penalty: 4669.796387
	Iteration 28Q: 3 clusters Score -1479904 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1480009.000000 Penalty: 4669.796387
	Iteration 29Q: 3 clusters Score -1480009 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1480144.250000 Penalty: 4669.796387
	Iteration 30Q: 3 clusters Score -1480144 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1480276.125000 Penalty: 4669.796387
	Iteration 31Q: 3 clusters Score -1480276 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1480425.500000 Penalty: 4669.796387
	Iteration 32Q: 3 clusters Score -1480426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1480566.875000 Penalty: 4669.796387
	Iteration 33Q: 3 clusters Score -1480567 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1480675.375000 Penalty: 4669.796387
	Iteration 34Q: 3 clusters Score -1480675 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1480785.500000 Penalty: 4669.796387
	Iteration 35Q: 3 clusters Score -1480786 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1480894.750000 Penalty: 4669.796387
	Iteration 36Q: 3 clusters Score -1480895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1481003.250000 Penalty: 4669.796387
	Iteration 37Q: 3 clusters Score -1481003 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1481096.875000 Penalty: 4669.796387
	Iteration 38Q: 3 clusters Score -1481097 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1481197.125000 Penalty: 4669.796387
	Iteration 39Q: 3 clusters Score -1481197 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1481297.250000 Penalty: 4669.796387
	Iteration 40F: 3 clusters Score -1481297 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1481389.000000 Penalty: 4669.796387
	Iteration 41Q: 3 clusters Score -1481389 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1481484.500000 Penalty: 4669.796387
	Iteration 42Q: 3 clusters Score -1481484 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1481575.375000 Penalty: 4669.796387
	Iteration 43Q: 3 clusters Score -1481575 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1481670.250000 Penalty: 4669.796387
	Iteration 44Q: 3 clusters Score -1481670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1481784.125000 Penalty: 4669.796387
	Iteration 45Q: 3 clusters Score -1481784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1481871.875000 Penalty: 4669.796387
	Iteration 46Q: 3 clusters Score -1481872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1481943.500000 Penalty: 4669.796387
	Iteration 47Q: 3 clusters Score -1481944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1482005.500000 Penalty: 4669.796387
	Iteration 48Q: 3 clusters Score -1482006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1482055.750000 Penalty: 4669.796387
	Iteration 49Q: 3 clusters Score -1482056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1482109.375000 Penalty: 4669.796387
	Iteration 50Q: 3 clusters Score -1482109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1482163.750000 Penalty: 4669.796387
	Iteration 51Q: 3 clusters Score -1482164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1482203.000000 Penalty: 4669.796387
	Iteration 52Q: 3 clusters Score -1482203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1482235.625000 Penalty: 4669.796387
	Iteration 53Q: 3 clusters Score -1482236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1482260.375000 Penalty: 4669.796387
	Iteration 54Q: 3 clusters Score -1482260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1482282.625000 Penalty: 4669.796387
	Iteration 55Q: 3 clusters Score -1482283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1482296.250000 Penalty: 4669.796387
	Iteration 56Q: 3 clusters Score -1482296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1482316.000000 Penalty: 4669.796387
	Iteration 57Q: 3 clusters Score -1482316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1482326.375000 Penalty: 4669.796387
	Iteration 58Q: 3 clusters Score -1482326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1482336.000000 Penalty: 4669.796387
	Iteration 59Q: 3 clusters Score -1482336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1482345.375000 Penalty: 4669.796387
	Iteration 60F: 3 clusters Score -1482345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1482350.125000 Penalty: 4669.796387
	Iteration 61Q: 3 clusters Score -1482350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1482361.875000 Penalty: 4669.796387
	Iteration 62Q: 3 clusters Score -1482362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1482364.625000 Penalty: 4669.796387
	Iteration 63Q: 3 clusters Score -1482365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1482366.500000 Penalty: 4669.796387
	Iteration 64Q: 3 clusters Score -1482366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1482367.250000 Penalty: 4669.796387
	Iteration 65Q: 3 clusters Score -1482367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1482366.875000 Penalty: 4669.796387
	Iteration 66Q: 3 clusters Score -1482367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1482369.375000 Penalty: 4669.796387
	Iteration 67Q: 3 clusters Score -1482369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1482369.375000 Penalty: 4669.796387
	Iteration 68F: 3 clusters Score -1482369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161105 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 154714 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 170783 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 84233 members 
Mstep: Class 16 contains 27435 members 
Mstep: Class 17 contains 171684 members 
Mstep: Class 18 contains 38494 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 21 contains 12270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105718728.000000 Penalty: 71147.250000
Iteration 79Q: 22 clusters Score -1.057187e+08 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160685 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 154335 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 170845 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 5866 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 84096 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 27227 members 
Mstep: Class 17 contains 172579 members 
Mstep: Class 18 contains 38676 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 341 members 
Mstep: Class 21 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105719064.000000 Penalty: 71147.250000
Iteration 80F: 22 clusters Score -1.057191e+08 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 154657 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 170138 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83968 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 27033 members 
Mstep: Class 17 contains 173483 members 
Mstep: Class 18 contains 38767 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 339 members 
Mstep: Class 21 contains 12082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105720208.000000 Penalty: 71147.250000
Iteration 81Q: 22 clusters Score -1.057202e+08 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 155377 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 169013 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 346 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 83856 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 26824 members 
Mstep: Class 17 contains 174384 members 
Mstep: Class 18 contains 38842 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 337 members 
Mstep: Class 21 contains 12029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721624.000000 Penalty: 71147.250000
Iteration 82Q: 22 clusters Score -1.057216e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19130 members 
Mstep: Class 5 contains 156410 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 167579 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 6466 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 343 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 83790 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 26580 members 
Mstep: Class 17 contains 175351 members 
Mstep: Class 18 contains 38930 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 21 contains 11971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722328.000000 Penalty: 71147.250000
Iteration 83Q: 22 clusters Score -1.057223e+08 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19137 members 
Mstep: Class 5 contains 157541 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 166075 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 6659 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 83739 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 26325 members 
Mstep: Class 17 contains 176320 members 
Mstep: Class 18 contains 38946 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723008.000000 Penalty: 71147.250000
Iteration 84Q: 22 clusters Score -1.05723e+08 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 158772 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 164537 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 6858 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 83711 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 26081 members 
Mstep: Class 17 contains 177202 members 
Mstep: Class 18 contains 38988 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724144.000000 Penalty: 71147.250000
Iteration 85Q: 22 clusters Score -1.057241e+08 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 2345 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19114 members 
Mstep: Class 5 contains 160046 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 163079 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 7052 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 83660 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 25775 members 
Mstep: Class 17 contains 178007 members 
Mstep: Class 18 contains 39022 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724928.000000 Penalty: 71147.250000
Iteration 86Q: 22 clusters Score -1.057249e+08 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 161292 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 161848 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 83630 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 25420 members 
Mstep: Class 17 contains 178633 members 
Mstep: Class 18 contains 39040 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725688.000000 Penalty: 71147.250000
Iteration 87Q: 22 clusters Score -1.057257e+08 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19104 members 
Mstep: Class 5 contains 162419 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 160903 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 83568 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 25015 members 
Mstep: Class 17 contains 179130 members 
Mstep: Class 18 contains 39061 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725984.000000 Penalty: 71147.250000
Iteration 88Q: 22 clusters Score -1.05726e+08 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19104 members 
Mstep: Class 5 contains 163414 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 160125 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 83565 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 179480 members 
Mstep: Class 18 contains 39097 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727136.000000 Penalty: 71147.250000
Iteration 89Q: 22 clusters Score -1.057271e+08 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19077 members 
Mstep: Class 5 contains 164258 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 159700 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 83532 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 24156 members 
Mstep: Class 17 contains 179690 members 
Mstep: Class 18 contains 39148 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727984.000000 Penalty: 71147.250000
Iteration 90Q: 22 clusters Score -1.05728e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156219 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 19033 members 
Mstep: Class 5 contains 164899 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 159652 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 7924 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 83483 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 23712 members 
Mstep: Class 17 contains 179725 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729240.000000 Penalty: 71147.250000
Iteration 91Q: 22 clusters Score -1.057292e+08 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18988 members 
Mstep: Class 5 contains 165377 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 159860 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 83417 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 23274 members 
Mstep: Class 17 contains 179565 members 
Mstep: Class 18 contains 39298 members 
Mstep: Class 19 contains 1998 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730200.000000 Penalty: 71147.250000
Iteration 92Q: 22 clusters Score -1.057302e+08 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18958 members 
Mstep: Class 5 contains 165703 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 160250 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 83340 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 22771 members 
Mstep: Class 17 contains 179211 members 
Mstep: Class 18 contains 39377 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730688.000000 Penalty: 71147.250000
Iteration 93Q: 22 clusters Score -1.057307e+08 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18962 members 
Mstep: Class 5 contains 165830 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 160883 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 83254 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 22305 members 
Mstep: Class 17 contains 178651 members 
Mstep: Class 18 contains 39510 members 
Mstep: Class 19 contains 1994 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731664.000000 Penalty: 71147.250000
Iteration 94Q: 22 clusters Score -1.057317e+08 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 18968 members 
Mstep: Class 5 contains 165797 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 161668 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 83175 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 21836 members 
Mstep: Class 17 contains 177953 members 
Mstep: Class 18 contains 39660 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732344.000000 Penalty: 71147.250000
Iteration 95Q: 22 clusters Score -1.057323e+08 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156448 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 18980 members 
Mstep: Class 5 contains 165700 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 162570 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 8719 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 83087 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 21342 members 
Mstep: Class 17 contains 177230 members 
Mstep: Class 18 contains 39842 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732408.000000 Penalty: 71147.250000
Iteration 96Q: 22 clusters Score -1.057324e+08 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 18983 members 
Mstep: Class 5 contains 165531 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 163514 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 82984 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 20908 members 
Mstep: Class 17 contains 176434 members 
Mstep: Class 18 contains 40028 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732568.000000 Penalty: 71147.250000
Iteration 97Q: 22 clusters Score -1.057326e+08 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 165373 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 164405 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 82894 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 20523 members 
Mstep: Class 17 contains 175571 members 
Mstep: Class 18 contains 40210 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733184.000000 Penalty: 71147.250000
Iteration 98Q: 22 clusters Score -1.057332e+08 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 18980 members 
Mstep: Class 5 contains 165182 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 165421 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9238 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 82797 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 20152 members 
Mstep: Class 17 contains 174632 members 
Mstep: Class 18 contains 40394 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733240.000000 Penalty: 71147.250000
Iteration 99Q: 22 clusters Score -1.057332e+08 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 18964 members 
Mstep: Class 5 contains 165020 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 166392 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 82686 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 19756 members 
Mstep: Class 17 contains 173663 members 
Mstep: Class 18 contains 40602 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733656.000000 Penalty: 71147.250000
Iteration 100F: 22 clusters Score -1.057337e+08 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 18954 members 
Mstep: Class 5 contains 164954 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 8 contains 167216 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 82558 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 19389 members 
Mstep: Class 17 contains 172753 members 
Mstep: Class 18 contains 40807 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734400.000000 Penalty: 71147.250000
Iteration 101Q: 22 clusters Score -1.057344e+08 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 18986 members 
Mstep: Class 5 contains 164965 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 167903 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 82458 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 19049 members 
Mstep: Class 17 contains 171856 members 
Mstep: Class 18 contains 41036 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735040.000000 Penalty: 71147.250000
Iteration 102Q: 22 clusters Score -1.05735e+08 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 5 contains 165007 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 168531 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 82370 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 18745 members 
Mstep: Class 17 contains 170981 members 
Mstep: Class 18 contains 41274 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735472.000000 Penalty: 71147.250000
Iteration 103Q: 22 clusters Score -1.057355e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158442 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 19022 members 
Mstep: Class 5 contains 165119 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 169028 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 10038 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 82298 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 18478 members 
Mstep: Class 17 contains 170102 members 
Mstep: Class 18 contains 41474 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735576.000000 Penalty: 71147.250000
Iteration 104Q: 22 clusters Score -1.057356e+08 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158631 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 19032 members 
Mstep: Class 5 contains 165233 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 169439 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 82229 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 18254 members 
Mstep: Class 17 contains 169293 members 
Mstep: Class 18 contains 41677 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736496.000000 Penalty: 71147.250000
Iteration 105Q: 22 clusters Score -1.057365e+08 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 19048 members 
Mstep: Class 5 contains 165362 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 169849 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 82180 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 168529 members 
Mstep: Class 18 contains 41881 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736448.000000 Penalty: 71147.250000
Iteration 106Q: 22 clusters Score -1.057364e+08 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158872 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 19066 members 
Mstep: Class 5 contains 165515 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 170192 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 82171 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17830 members 
Mstep: Class 17 contains 167762 members 
Mstep: Class 18 contains 42089 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737112.000000 Penalty: 71147.250000
Iteration 107Q: 22 clusters Score -1.057371e+08 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158926 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 19119 members 
Mstep: Class 5 contains 165661 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 170508 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 82156 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17647 members 
Mstep: Class 17 contains 167082 members 
Mstep: Class 18 contains 42267 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737416.000000 Penalty: 71147.250000
Iteration 108Q: 22 clusters Score -1.057374e+08 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 19166 members 
Mstep: Class 5 contains 165891 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 170946 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 10727 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 82161 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17492 members 
Mstep: Class 17 contains 166425 members 
Mstep: Class 18 contains 42359 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738232.000000 Penalty: 71147.250000
Iteration 109Q: 22 clusters Score -1.057382e+08 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158698 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 19223 members 
Mstep: Class 5 contains 166138 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 171404 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 82168 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17361 members 
Mstep: Class 17 contains 165801 members 
Mstep: Class 18 contains 42380 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738856.000000 Penalty: 71147.250000
Iteration 110Q: 22 clusters Score -1.057389e+08 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158527 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 19249 members 
Mstep: Class 5 contains 166385 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 171876 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 10931 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 82197 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17240 members 
Mstep: Class 17 contains 165238 members 
Mstep: Class 18 contains 42363 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739248.000000 Penalty: 71147.250000
Iteration 111Q: 22 clusters Score -1.057392e+08 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 166562 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 172349 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 11008 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 82274 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17132 members 
Mstep: Class 17 contains 164753 members 
Mstep: Class 18 contains 42316 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739432.000000 Penalty: 71147.250000
Iteration 112Q: 22 clusters Score -1.057394e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158137 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 166707 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 172904 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 82366 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 164320 members 
Mstep: Class 18 contains 42234 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739824.000000 Penalty: 71147.250000
Iteration 113Q: 22 clusters Score -1.057398e+08 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157969 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19285 members 
Mstep: Class 5 contains 166848 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 173310 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 11107 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 82492 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 16905 members 
Mstep: Class 17 contains 163909 members 
Mstep: Class 18 contains 42164 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740152.000000 Penalty: 71147.250000
Iteration 114Q: 22 clusters Score -1.057402e+08 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19299 members 
Mstep: Class 5 contains 166952 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 173619 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 82581 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 16777 members 
Mstep: Class 17 contains 163669 members 
Mstep: Class 18 contains 42067 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741016.000000 Penalty: 71147.250000
Iteration 115Q: 22 clusters Score -1.05741e+08 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19308 members 
Mstep: Class 5 contains 166974 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 173972 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 82712 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 16629 members 
Mstep: Class 17 contains 163504 members 
Mstep: Class 18 contains 41905 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741000.000000 Penalty: 71147.250000
Iteration 116Q: 22 clusters Score -1.05741e+08 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157634 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 166946 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 174271 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 82838 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 16477 members 
Mstep: Class 17 contains 163471 members 
Mstep: Class 18 contains 41713 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741848.000000 Penalty: 71147.250000
Iteration 117Q: 22 clusters Score -1.057418e+08 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19261 members 
Mstep: Class 5 contains 166913 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 174627 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 82968 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 16312 members 
Mstep: Class 17 contains 163458 members 
Mstep: Class 18 contains 41496 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742328.000000 Penalty: 71147.250000
Iteration 118Q: 22 clusters Score -1.057423e+08 nChanged 5999
Entering ConstructFrom: 
Score: -105742328.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (157540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157540 members 
Entering Unmasked Estep 
Score: -19894058.000000 Penalty: 2967.923828
	Iteration 0F: 2 clusters Score -1.989406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -19792218.000000 Penalty: 5935.847656
	Iteration 0F: 3 clusters Score -1.979222e+07 nChanged 75430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -19836726.000000 Penalty: 5935.847656
	Iteration 1F: 3 clusters Score -1.983673e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -19838372.000000 Penalty: 5935.847656
	Iteration 2Q: 3 clusters Score -1.983837e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -19841422.000000 Penalty: 5935.847656
	Iteration 3Q: 3 clusters Score -1.984142e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -19846110.000000 Penalty: 5935.847656
	Iteration 4F: 3 clusters Score -1.984611e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -19852830.000000 Penalty: 5935.847656
	Iteration 5F: 3 clusters Score -1.985283e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -19861472.000000 Penalty: 5935.847656
	Iteration 6F: 3 clusters Score -1.986147e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -19869898.000000 Penalty: 5935.847656
	Iteration 7F: 3 clusters Score -1.98699e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 129780 members 
Entering Unmasked Estep 
Score: -19876298.000000 Penalty: 5935.847656
	Iteration 8F: 3 clusters Score -1.98763e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 134712 members 
Entering Unmasked Estep 
Score: -19880510.000000 Penalty: 5935.847656
	Iteration 9Q: 3 clusters Score -1.988051e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -19883390.000000 Penalty: 5935.847656
	Iteration 10Q: 3 clusters Score -1.988339e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 141568 members 
Entering Unmasked Estep 
Score: -19885464.000000 Penalty: 5935.847656
	Iteration 11Q: 3 clusters Score -1.988546e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -19886852.000000 Penalty: 5935.847656
	Iteration 12Q: 3 clusters Score -1.988685e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 146549 members 
Entering Unmasked Estep 
Score: -19888066.000000 Penalty: 5935.847656
	Iteration 13Q: 3 clusters Score -1.988807e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 148713 members 
Entering Unmasked Estep 
Score: -19889066.000000 Penalty: 5935.847656
	Iteration 14Q: 3 clusters Score -1.988907e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -19889882.000000 Penalty: 5935.847656
	Iteration 15Q: 3 clusters Score -1.988988e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -19890472.000000 Penalty: 5935.847656
	Iteration 16Q: 3 clusters Score -1.989047e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 153384 members 
Entering Unmasked Estep 
Score: -19890882.000000 Penalty: 5935.847656
	Iteration 17Q: 3 clusters Score -1.989088e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -19891112.000000 Penalty: 5935.847656
	Iteration 18Q: 3 clusters Score -1.989111e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -19891272.000000 Penalty: 5935.847656
	Iteration 19Q: 3 clusters Score -1.989127e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -19891472.000000 Penalty: 5935.847656
	Iteration 20F: 3 clusters Score -1.989147e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -19891516.000000 Penalty: 5935.847656
	Iteration 21Q: 3 clusters Score -1.989152e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -19891556.000000 Penalty: 5935.847656
	Iteration 22Q: 3 clusters Score -1.989156e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -19891612.000000 Penalty: 5935.847656
	Iteration 23Q: 3 clusters Score -1.989161e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 156340 members 
Entering Unmasked Estep 
Score: -19891640.000000 Penalty: 5935.847656
	Iteration 24Q: 3 clusters Score -1.989164e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -19891684.000000 Penalty: 5935.847656
	Iteration 25Q: 3 clusters Score -1.989168e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -19891710.000000 Penalty: 5935.847656
	Iteration 26Q: 3 clusters Score -1.989171e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -19891732.000000 Penalty: 5935.847656
	Iteration 27Q: 3 clusters Score -1.989173e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -19891758.000000 Penalty: 5935.847656
	Iteration 28Q: 3 clusters Score -1.989176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -19891756.000000 Penalty: 5935.847656
	Iteration 29Q: 3 clusters Score -1.989176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 156665 members 
Entering Unmasked Estep 
Score: -19891748.000000 Penalty: 5935.847656
	Iteration 30Q: 3 clusters Score -1.989175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -19891768.000000 Penalty: 5935.847656
	Iteration 31Q: 3 clusters Score -1.989177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 156699 members 
Entering Unmasked Estep 
Score: -19891754.000000 Penalty: 5935.847656
	Iteration 32Q: 3 clusters Score -1.989175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -19891774.000000 Penalty: 5935.847656
	Iteration 33Q: 3 clusters Score -1.989177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 156737 members 
Entering Unmasked Estep 
Score: -19891784.000000 Penalty: 5935.847656
	Iteration 34Q: 3 clusters Score -1.989178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -19891798.000000 Penalty: 5935.847656
	Iteration 35Q: 3 clusters Score -1.98918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 156762 members 
Entering Unmasked Estep 
Score: -19891796.000000 Penalty: 5935.847656
	Iteration 36Q: 3 clusters Score -1.98918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -19891804.000000 Penalty: 5935.847656
	Iteration 37Q: 3 clusters Score -1.98918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -19891802.000000 Penalty: 5935.847656
	Iteration 38Q: 3 clusters Score -1.98918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -19891784.000000 Penalty: 5935.847656
	Iteration 39Q: 3 clusters Score -1.989178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -19891788.000000 Penalty: 5935.847656
	Iteration 40F: 3 clusters Score -1.989179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -19891800.000000 Penalty: 5935.847656
	Iteration 41Q: 3 clusters Score -1.98918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -19891792.000000 Penalty: 5935.847656
	Iteration 42Q: 3 clusters Score -1.989179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -19891792.000000 Penalty: 5935.847656
	Iteration 43F: 3 clusters Score -1.989179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -272783.125000 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -272783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269942.218750 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -269942.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -270488.593750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -270488.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -270653.625000 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -270653.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -270730.593750 Penalty: 3841.521484
	Iteration 3Q: 3 clusters Score -270730.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -270795.031250 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -270795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -270838.875000 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -270838.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -270869.750000 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -270869.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -270909.750000 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -270909.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -270951.500000 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -270951.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -270983.656250 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -270983.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271003.500000 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -271003.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -271028.906250 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -271028.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271055.281250 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -271055.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -271077.468750 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -271077.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -271102.593750 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -271102.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271123.687500 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -271123.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271145.500000 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -271145.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271158.218750 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -271158.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271169.093750 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -271169.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271180.656250 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -271180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271191.031250 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -271191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271200.812500 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -271200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -271212.750000 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -271212.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -271219.906250 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -271219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271226.875000 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -271226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271229.375000 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -271229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271233.531250 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -271233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -271235.781250 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -271235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271236.187500 Penalty: 3841.521484
	Iteration 28Q: 3 clusters Score -271236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271236.187500 Penalty: 3841.521484
	Iteration 29F: 3 clusters Score -271236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32251.173828 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32251.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31038.595703 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31038.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31153.232422 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31153.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31187.187500 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -31187.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31204.500000 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31217.177734 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31217.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31231.402344 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31235.826172 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31235.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31239.535156 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -31239.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31243.220703 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -31243.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31244.871094 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -31244.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31244.871094 Penalty: 2848.529785
	Iteration 10F: 3 clusters Score -31244.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Entering Unmasked Estep 
Score: -2446434.500000 Penalty: 2446.289551
	Iteration 0F: 2 clusters Score -2446434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2432882.250000 Penalty: 4892.579102
	Iteration 0F: 3 clusters Score -2432882 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2437410.000000 Penalty: 4892.579102
	Iteration 1F: 3 clusters Score -2437410 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2438069.750000 Penalty: 4892.579102
	Iteration 2F: 3 clusters Score -2438070 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2438791.000000 Penalty: 4892.579102
	Iteration 3F: 3 clusters Score -2438791 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2439838.500000 Penalty: 4892.579102
	Iteration 4F: 3 clusters Score -2439838 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2441103.000000 Penalty: 4892.579102
	Iteration 5F: 3 clusters Score -2441103 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2442388.750000 Penalty: 4892.579102
	Iteration 6F: 3 clusters Score -2442389 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2443419.750000 Penalty: 4892.579102
	Iteration 7F: 3 clusters Score -2443420 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2444028.000000 Penalty: 4892.579102
	Iteration 8Q: 3 clusters Score -2444028 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2444377.000000 Penalty: 4892.579102
	Iteration 9Q: 3 clusters Score -2444377 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2444568.750000 Penalty: 4892.579102
	Iteration 10Q: 3 clusters Score -2444569 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2444684.000000 Penalty: 4892.579102
	Iteration 11Q: 3 clusters Score -2444684 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2444764.750000 Penalty: 4892.579102
	Iteration 12Q: 3 clusters Score -2444765 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2444835.000000 Penalty: 4892.579102
	Iteration 13Q: 3 clusters Score -2444835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2444908.000000 Penalty: 4892.579102
	Iteration 14Q: 3 clusters Score -2444908 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2444976.750000 Penalty: 4892.579102
	Iteration 15Q: 3 clusters Score -2444977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2445025.750000 Penalty: 4892.579102
	Iteration 16Q: 3 clusters Score -2445026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2445063.000000 Penalty: 4892.579102
	Iteration 17Q: 3 clusters Score -2445063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2445091.750000 Penalty: 4892.579102
	Iteration 18Q: 3 clusters Score -2445092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2445112.000000 Penalty: 4892.579102
	Iteration 19Q: 3 clusters Score -2445112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2445124.750000 Penalty: 4892.579102
	Iteration 20F: 3 clusters Score -2445125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2445136.000000 Penalty: 4892.579102
	Iteration 21Q: 3 clusters Score -2445136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2445138.250000 Penalty: 4892.579102
	Iteration 22Q: 3 clusters Score -2445138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2445142.750000 Penalty: 4892.579102
	Iteration 23Q: 3 clusters Score -2445143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2445144.250000 Penalty: 4892.579102
	Iteration 24Q: 3 clusters Score -2445144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2445147.500000 Penalty: 4892.579102
	Iteration 25Q: 3 clusters Score -2445148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2445148.750000 Penalty: 4892.579102
	Iteration 26Q: 3 clusters Score -2445149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2445153.250000 Penalty: 4892.579102
	Iteration 27Q: 3 clusters Score -2445153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2445158.000000 Penalty: 4892.579102
	Iteration 28Q: 3 clusters Score -2445158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2445165.250000 Penalty: 4892.579102
	Iteration 29Q: 3 clusters Score -2445165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2445167.750000 Penalty: 4892.579102
	Iteration 30Q: 3 clusters Score -2445168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2445173.250000 Penalty: 4892.579102
	Iteration 31Q: 3 clusters Score -2445173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2445175.250000 Penalty: 4892.579102
	Iteration 32Q: 3 clusters Score -2445175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2445179.000000 Penalty: 4892.579102
	Iteration 33Q: 3 clusters Score -2445179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2445178.750000 Penalty: 4892.579102
	Iteration 34Q: 3 clusters Score -2445179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2445177.750000 Penalty: 4892.579102
	Iteration 35Q: 3 clusters Score -2445178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2445177.000000 Penalty: 4892.579102
	Iteration 36Q: 3 clusters Score -2445177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2445176.750000 Penalty: 4892.579102
	Iteration 37Q: 3 clusters Score -2445177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2445176.750000 Penalty: 4892.579102
	Iteration 38F: 3 clusters Score -2445177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (166754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Entering Unmasked Estep 
Score: -20891872.000000 Penalty: 2982.020264
	Iteration 0F: 2 clusters Score -2.089187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -20782554.000000 Penalty: 5964.040527
	Iteration 0F: 3 clusters Score -2.078255e+07 nChanged 79958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -20829288.000000 Penalty: 5964.040527
	Iteration 1F: 3 clusters Score -2.082929e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -20831068.000000 Penalty: 5964.040527
	Iteration 2Q: 3 clusters Score -2.083107e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -20833942.000000 Penalty: 5964.040527
	Iteration 3Q: 3 clusters Score -2.083394e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -20838618.000000 Penalty: 5964.040527
	Iteration 4F: 3 clusters Score -2.083862e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -20846156.000000 Penalty: 5964.040527
	Iteration 5F: 3 clusters Score -2.084616e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 116639 members 
Entering Unmasked Estep 
Score: -20856346.000000 Penalty: 5964.040527
	Iteration 6F: 3 clusters Score -2.085635e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -20867454.000000 Penalty: 5964.040527
	Iteration 7F: 3 clusters Score -2.086745e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 133548 members 
Entering Unmasked Estep 
Score: -20876426.000000 Penalty: 5964.040527
	Iteration 8F: 3 clusters Score -2.087643e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -20881780.000000 Penalty: 5964.040527
	Iteration 9Q: 3 clusters Score -2.088178e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 141739 members 
Entering Unmasked Estep 
Score: -20884552.000000 Penalty: 5964.040527
	Iteration 10Q: 3 clusters Score -2.088455e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -20886226.000000 Penalty: 5964.040527
	Iteration 11Q: 3 clusters Score -2.088623e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 146324 members 
Entering Unmasked Estep 
Score: -20887218.000000 Penalty: 5964.040527
	Iteration 12Q: 3 clusters Score -2.088722e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -20888040.000000 Penalty: 5964.040527
	Iteration 13Q: 3 clusters Score -2.088804e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -20888710.000000 Penalty: 5964.040527
	Iteration 14Q: 3 clusters Score -2.088871e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -20889150.000000 Penalty: 5964.040527
	Iteration 15Q: 3 clusters Score -2.088915e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -20889568.000000 Penalty: 5964.040527
	Iteration 16Q: 3 clusters Score -2.088957e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 153246 members 
Entering Unmasked Estep 
Score: -20889932.000000 Penalty: 5964.040527
	Iteration 17Q: 3 clusters Score -2.088993e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -20890262.000000 Penalty: 5964.040527
	Iteration 18Q: 3 clusters Score -2.089026e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -20890416.000000 Penalty: 5964.040527
	Iteration 19Q: 3 clusters Score -2.089042e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -20890550.000000 Penalty: 5964.040527
	Iteration 20F: 3 clusters Score -2.089055e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 156421 members 
Entering Unmasked Estep 
Score: -20890612.000000 Penalty: 5964.040527
	Iteration 21Q: 3 clusters Score -2.089061e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -20890754.000000 Penalty: 5964.040527
	Iteration 22Q: 3 clusters Score -2.089075e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 157533 members 
Entering Unmasked Estep 
Score: -20890768.000000 Penalty: 5964.040527
	Iteration 23Q: 3 clusters Score -2.089077e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -20890824.000000 Penalty: 5964.040527
	Iteration 24Q: 3 clusters Score -2.089082e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -20890868.000000 Penalty: 5964.040527
	Iteration 25Q: 3 clusters Score -2.089087e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 158734 members 
Entering Unmasked Estep 
Score: -20890946.000000 Penalty: 5964.040527
	Iteration 26Q: 3 clusters Score -2.089095e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -20890992.000000 Penalty: 5964.040527
	Iteration 27Q: 3 clusters Score -2.089099e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -20891018.000000 Penalty: 5964.040527
	Iteration 28Q: 3 clusters Score -2.089102e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 159647 members 
Entering Unmasked Estep 
Score: -20890968.000000 Penalty: 5964.040527
	Iteration 29Q: 3 clusters Score -2.089097e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 159900 members 
Entering Unmasked Estep 
Score: -20890954.000000 Penalty: 5964.040527
	Iteration 30Q: 3 clusters Score -2.089095e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 160117 members 
Entering Unmasked Estep 
Score: -20891006.000000 Penalty: 5964.040527
	Iteration 31Q: 3 clusters Score -2.089101e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -20891026.000000 Penalty: 5964.040527
	Iteration 32Q: 3 clusters Score -2.089103e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -20891038.000000 Penalty: 5964.040527
	Iteration 33Q: 3 clusters Score -2.089104e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 160698 members 
Entering Unmasked Estep 
Score: -20891046.000000 Penalty: 5964.040527
	Iteration 34Q: 3 clusters Score -2.089105e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 160888 members 
Entering Unmasked Estep 
Score: -20891060.000000 Penalty: 5964.040527
	Iteration 35Q: 3 clusters Score -2.089106e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -20891080.000000 Penalty: 5964.040527
	Iteration 36Q: 3 clusters Score -2.089108e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -20891064.000000 Penalty: 5964.040527
	Iteration 37Q: 3 clusters Score -2.089106e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -20891024.000000 Penalty: 5964.040527
	Iteration 38Q: 3 clusters Score -2.089102e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -20891052.000000 Penalty: 5964.040527
	Iteration 39Q: 3 clusters Score -2.089105e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 161625 members 
Entering Unmasked Estep 
Score: -20891054.000000 Penalty: 5964.040527
	Iteration 40F: 3 clusters Score -2.089105e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 161723 members 
Entering Unmasked Estep 
Score: -20891028.000000 Penalty: 5964.040527
	Iteration 41Q: 3 clusters Score -2.089103e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -20891036.000000 Penalty: 5964.040527
	Iteration 42Q: 3 clusters Score -2.089104e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 161868 members 
Entering Unmasked Estep 
Score: -20891056.000000 Penalty: 5964.040527
	Iteration 43Q: 3 clusters Score -2.089106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -20891046.000000 Penalty: 5964.040527
	Iteration 44Q: 3 clusters Score -2.089105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -20891042.000000 Penalty: 5964.040527
	Iteration 45Q: 3 clusters Score -2.089104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -20891048.000000 Penalty: 5964.040527
	Iteration 46Q: 3 clusters Score -2.089105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -20891034.000000 Penalty: 5964.040527
	Iteration 47Q: 3 clusters Score -2.089103e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 162110 members 
Entering Unmasked Estep 
Score: -20891026.000000 Penalty: 5964.040527
	Iteration 48Q: 3 clusters Score -2.089103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -20891014.000000 Penalty: 5964.040527
	Iteration 49Q: 3 clusters Score -2.089101e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 162174 members 
Entering Unmasked Estep 
Score: -20891006.000000 Penalty: 5964.040527
	Iteration 50Q: 3 clusters Score -2.089101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -20891032.000000 Penalty: 5964.040527
	Iteration 51Q: 3 clusters Score -2.089103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -20891024.000000 Penalty: 5964.040527
	Iteration 52Q: 3 clusters Score -2.089102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -20891016.000000 Penalty: 5964.040527
	Iteration 53Q: 3 clusters Score -2.089102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
Score: -20891030.000000 Penalty: 5964.040527
	Iteration 54Q: 3 clusters Score -2.089103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 162303 members 
Entering Unmasked Estep 
Score: -20891014.000000 Penalty: 5964.040527
	Iteration 55Q: 3 clusters Score -2.089101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 162318 members 
Entering Unmasked Estep 
Score: -20891008.000000 Penalty: 5964.040527
	Iteration 56Q: 3 clusters Score -2.089101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 162331 members 
Entering Unmasked Estep 
Score: -20891016.000000 Penalty: 5964.040527
	Iteration 57Q: 3 clusters Score -2.089102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 162344 members 
Entering Unmasked Estep 
Score: -20891014.000000 Penalty: 5964.040527
	Iteration 58Q: 3 clusters Score -2.089101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 162360 members 
Entering Unmasked Estep 
Score: -20891014.000000 Penalty: 5964.040527
	Iteration 59Q: 3 clusters Score -2.089101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 162371 members 
Entering Unmasked Estep 
Score: -20891030.000000 Penalty: 5964.040527
	Iteration 60F: 3 clusters Score -2.089103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 162383 members 
Entering Unmasked Estep 
Score: -20891040.000000 Penalty: 5964.040527
	Iteration 61Q: 3 clusters Score -2.089104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 162393 members 
Entering Unmasked Estep 
Score: -20891048.000000 Penalty: 5964.040527
	Iteration 62Q: 3 clusters Score -2.089105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 162409 members 
Entering Unmasked Estep 
Score: -20891044.000000 Penalty: 5964.040527
	Iteration 63Q: 3 clusters Score -2.089104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 162417 members 
Entering Unmasked Estep 
Score: -20891034.000000 Penalty: 5964.040527
	Iteration 64Q: 3 clusters Score -2.089103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -20891028.000000 Penalty: 5964.040527
	Iteration 65Q: 3 clusters Score -2.089103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -20891042.000000 Penalty: 5964.040527
	Iteration 66Q: 3 clusters Score -2.089104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -20891022.000000 Penalty: 5964.040527
	Iteration 67Q: 3 clusters Score -2.089102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -20891016.000000 Penalty: 5964.040527
	Iteration 68Q: 3 clusters Score -2.089102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -20891042.000000 Penalty: 5964.040527
	Iteration 69Q: 3 clusters Score -2.089104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -20891054.000000 Penalty: 5964.040527
	Iteration 70Q: 3 clusters Score -2.089105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 162473 members 
Entering Unmasked Estep 
Score: -20891050.000000 Penalty: 5964.040527
	Iteration 71Q: 3 clusters Score -2.089105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -20891040.000000 Penalty: 5964.040527
	Iteration 72Q: 3 clusters Score -2.089104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -20891038.000000 Penalty: 5964.040527
	Iteration 73Q: 3 clusters Score -2.089104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -20891040.000000 Penalty: 5964.040527
	Iteration 74Q: 3 clusters Score -2.089104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 162492 members 
Entering Unmasked Estep 
Score: -20891032.000000 Penalty: 5964.040527
	Iteration 75Q: 3 clusters Score -2.089103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 162493 members 
Entering Unmasked Estep 
Score: -20891032.000000 Penalty: 5964.040527
	Iteration 76Q: 3 clusters Score -2.089103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 162496 members 
Entering Unmasked Estep 
Score: -20891036.000000 Penalty: 5964.040527
	Iteration 77Q: 3 clusters Score -2.089104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -20891036.000000 Penalty: 5964.040527
	Iteration 78Q: 3 clusters Score -2.089104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 162504 members 
Entering Unmasked Estep 
Score: -20891046.000000 Penalty: 5964.040527
	Iteration 79Q: 3 clusters Score -2.089105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -20891048.000000 Penalty: 5964.040527
	Iteration 80F: 3 clusters Score -2.089105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -20891044.000000 Penalty: 5964.040527
	Iteration 81Q: 3 clusters Score -2.089104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 162512 members 
Entering Unmasked Estep 
Score: -20891048.000000 Penalty: 5964.040527
	Iteration 82Q: 3 clusters Score -2.089105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -20891040.000000 Penalty: 5964.040527
	Iteration 83Q: 3 clusters Score -2.089104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 162516 members 
Entering Unmasked Estep 
Score: -20891028.000000 Penalty: 5964.040527
	Iteration 84Q: 3 clusters Score -2.089103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -20891030.000000 Penalty: 5964.040527
	Iteration 85Q: 3 clusters Score -2.089103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -20891030.000000 Penalty: 5964.040527
	Iteration 86F: 3 clusters Score -2.089103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -117628.750000 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -117628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115672.570312 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -115672.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116061.992188 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -116062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116224.171875 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -116224.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116385.593750 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -116385.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116506.679688 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -116506.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116628.648438 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -116628.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116756.601562 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -116756.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116889.367188 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -116889.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116991.507812 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -116991.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117093.539062 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -117093.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117202.343750 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -117202.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117367.539062 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -117367.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117672.289062 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -117672.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -117814.335938 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -117814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117835.109375 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -117835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117849.820312 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -117849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117861.710938 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -117861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117864.945312 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -117864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117868.320312 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -117868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117871.289062 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -117871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117881.312500 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -117881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117895.039062 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -117895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117933.148438 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -117933.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118007.921875 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -118007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118086.718750 Penalty: 3463.039551
	Iteration 24Q: 3 clusters Score -118086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118225.929688 Penalty: 3463.039551
	Iteration 25Q: 3 clusters Score -118225.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118544.921875 Penalty: 3463.039551
	Iteration 26Q: 3 clusters Score -118544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118624.851562 Penalty: 3463.039551
	Iteration 27Q: 3 clusters Score -118624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118633.984375 Penalty: 3463.039551
	Iteration 28Q: 3 clusters Score -118634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118634.718750 Penalty: 3463.039551
	Iteration 29Q: 3 clusters Score -118634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118634.718750 Penalty: 3463.039551
	Iteration 30F: 3 clusters Score -118634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 166754 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 175010 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83133 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 16134 members 
Mstep: Class 17 contains 163485 members 
Mstep: Class 18 contains 41225 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11874 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
Score: -105742440.000000 Penalty: 74535.210938
Splitting cluster 6 changes total score from -105742328.000000 to -105742440.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -209796.093750 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -209796.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207379.125000 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -207379.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -207741.000000 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -207741 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207857.343750 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -207857.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -207931.718750 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -207931.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -207998.359375 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -207998.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208049.921875 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -208049.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -208100.906250 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -208100.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -208166.046875 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -208166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -208249.375000 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -208249.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -208313.578125 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -208313.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -208362.296875 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -208362.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -208420.984375 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -208421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208483.171875 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -208483.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -208564.718750 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -208564.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208638.671875 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -208638.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -208694.171875 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -208694.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -208768.640625 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -208768.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -208846.734375 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -208846.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -208904.812500 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -208904.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -208958.921875 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -208958.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -209015.312500 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -209015.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -209055.015625 Penalty: 3695.527832
	Iteration 21Q: 3 clusters Score -209055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -209080.531250 Penalty: 3695.527832
	Iteration 22Q: 3 clusters Score -209080.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -209103.468750 Penalty: 3695.527832
	Iteration 23Q: 3 clusters Score -209103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -209120.390625 Penalty: 3695.527832
	Iteration 24Q: 3 clusters Score -209120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -209135.859375 Penalty: 3695.527832
	Iteration 25Q: 3 clusters Score -209135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -209144.515625 Penalty: 3695.527832
	Iteration 26Q: 3 clusters Score -209144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -209149.265625 Penalty: 3695.527832
	Iteration 27Q: 3 clusters Score -209149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -209153.390625 Penalty: 3695.527832
	Iteration 28Q: 3 clusters Score -209153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -209157.390625 Penalty: 3695.527832
	Iteration 29Q: 3 clusters Score -209157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -209160.296875 Penalty: 3695.527832
	Iteration 30Q: 3 clusters Score -209160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -209162.281250 Penalty: 3695.527832
	Iteration 31Q: 3 clusters Score -209162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -209163.703125 Penalty: 3695.527832
	Iteration 32Q: 3 clusters Score -209163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -209166.406250 Penalty: 3695.527832
	Iteration 33Q: 3 clusters Score -209166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -209170.812500 Penalty: 3695.527832
	Iteration 34Q: 3 clusters Score -209170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -209171.703125 Penalty: 3695.527832
	Iteration 35Q: 3 clusters Score -209171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -209171.703125 Penalty: 3695.527832
	Iteration 36F: 3 clusters Score -209171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Entering Unmasked Estep 
Score: -22079088.000000 Penalty: 2994.004395
	Iteration 0F: 2 clusters Score -2.207909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -21969776.000000 Penalty: 5988.008789
	Iteration 0F: 3 clusters Score -2.196978e+07 nChanged 83826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -22017906.000000 Penalty: 5988.008789
	Iteration 1F: 3 clusters Score -2.201791e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -22018656.000000 Penalty: 5988.008789
	Iteration 2Q: 3 clusters Score -2.201866e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -22019356.000000 Penalty: 5988.008789
	Iteration 3Q: 3 clusters Score -2.201936e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -22020322.000000 Penalty: 5988.008789
	Iteration 4Q: 3 clusters Score -2.202032e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -22021722.000000 Penalty: 5988.008789
	Iteration 5Q: 3 clusters Score -2.202172e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -22023516.000000 Penalty: 5988.008789
	Iteration 6Q: 3 clusters Score -2.202352e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -22026992.000000 Penalty: 5988.008789
	Iteration 7Q: 3 clusters Score -2.202699e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -22032614.000000 Penalty: 5988.008789
	Iteration 8F: 3 clusters Score -2.203261e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -22041786.000000 Penalty: 5988.008789
	Iteration 9F: 3 clusters Score -2.204179e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -22053672.000000 Penalty: 5988.008789
	Iteration 10F: 3 clusters Score -2.205367e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -22064144.000000 Penalty: 5988.008789
	Iteration 11F: 3 clusters Score -2.206414e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162042 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -22070218.000000 Penalty: 5988.008789
	Iteration 12F: 3 clusters Score -2.207022e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167369 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -22073092.000000 Penalty: 5988.008789
	Iteration 13Q: 3 clusters Score -2.207309e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -22074576.000000 Penalty: 5988.008789
	Iteration 14Q: 3 clusters Score -2.207458e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -22075440.000000 Penalty: 5988.008789
	Iteration 15Q: 3 clusters Score -2.207544e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173032 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22075800.000000 Penalty: 5988.008789
	Iteration 16Q: 3 clusters Score -2.20758e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173535 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22076040.000000 Penalty: 5988.008789
	Iteration 17Q: 3 clusters Score -2.207604e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173851 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22076228.000000 Penalty: 5988.008789
	Iteration 18Q: 3 clusters Score -2.207623e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174046 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -22076294.000000 Penalty: 5988.008789
	Iteration 19Q: 3 clusters Score -2.207629e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174157 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22076370.000000 Penalty: 5988.008789
	Iteration 20F: 3 clusters Score -2.207637e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174230 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22076406.000000 Penalty: 5988.008789
	Iteration 21Q: 3 clusters Score -2.207641e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174286 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22076438.000000 Penalty: 5988.008789
	Iteration 22Q: 3 clusters Score -2.207644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -22076496.000000 Penalty: 5988.008789
	Iteration 23Q: 3 clusters Score -2.20765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174349 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -22076486.000000 Penalty: 5988.008789
	Iteration 24Q: 3 clusters Score -2.207649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22076492.000000 Penalty: 5988.008789
	Iteration 25Q: 3 clusters Score -2.207649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22076482.000000 Penalty: 5988.008789
	Iteration 26Q: 3 clusters Score -2.207648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174384 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22076502.000000 Penalty: 5988.008789
	Iteration 27Q: 3 clusters Score -2.20765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22076506.000000 Penalty: 5988.008789
	Iteration 28Q: 3 clusters Score -2.207651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22076520.000000 Penalty: 5988.008789
	Iteration 29Q: 3 clusters Score -2.207652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174408 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22076524.000000 Penalty: 5988.008789
	Iteration 30Q: 3 clusters Score -2.207652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174413 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -22076524.000000 Penalty: 5988.008789
	Iteration 31Q: 3 clusters Score -2.207652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22076534.000000 Penalty: 5988.008789
	Iteration 32Q: 3 clusters Score -2.207653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22076524.000000 Penalty: 5988.008789
	Iteration 33Q: 3 clusters Score -2.207652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174430 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -22076524.000000 Penalty: 5988.008789
	Iteration 34Q: 3 clusters Score -2.207652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174435 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22076520.000000 Penalty: 5988.008789
	Iteration 35Q: 3 clusters Score -2.207652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174436 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22076510.000000 Penalty: 5988.008789
	Iteration 36Q: 3 clusters Score -2.207651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174436 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22076510.000000 Penalty: 5988.008789
	Iteration 37F: 3 clusters Score -2.207651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -111868.210938 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -111868.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109978.914062 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -109978.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110296.796875 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -110296.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110387.773438 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -110387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110441.890625 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -110441.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110491.625000 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -110491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110516.843750 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -110516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110552.898438 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110574.398438 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110594.218750 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -110594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110607.875000 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -110607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110617.718750 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -110617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110621.007812 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -110621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110623.031250 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -110623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110626.539062 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -110626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110633.562500 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -110633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110636.820312 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -110636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110640.687500 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -110640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110642.132812 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -110642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110643.750000 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -110643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110643.750000 Penalty: 3393.441406
	Iteration 19F: 3 clusters Score -110643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Entering Unmasked Estep 
Score: -1460791.625000 Penalty: 2316.920410
	Iteration 0F: 2 clusters Score -1460792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1452193.750000 Penalty: 4633.840820
	Iteration 0F: 3 clusters Score -1452194 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1454707.500000 Penalty: 4633.840820
	Iteration 1F: 3 clusters Score -1454708 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1454976.750000 Penalty: 4633.840820
	Iteration 2F: 3 clusters Score -1454977 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1455139.625000 Penalty: 4633.840820
	Iteration 3Q: 3 clusters Score -1455140 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1455257.625000 Penalty: 4633.840820
	Iteration 4Q: 3 clusters Score -1455258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1455360.625000 Penalty: 4633.840820
	Iteration 5Q: 3 clusters Score -1455361 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1455465.750000 Penalty: 4633.840820
	Iteration 6Q: 3 clusters Score -1455466 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1455582.625000 Penalty: 4633.840820
	Iteration 7Q: 3 clusters Score -1455583 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1455709.000000 Penalty: 4633.840820
	Iteration 8Q: 3 clusters Score -1455709 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1455850.125000 Penalty: 4633.840820
	Iteration 9Q: 3 clusters Score -1455850 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1456011.125000 Penalty: 4633.840820
	Iteration 10Q: 3 clusters Score -1456011 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1456226.875000 Penalty: 4633.840820
	Iteration 11Q: 3 clusters Score -1456227 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1456497.250000 Penalty: 4633.840820
	Iteration 12Q: 3 clusters Score -1456497 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1456820.500000 Penalty: 4633.840820
	Iteration 13Q: 3 clusters Score -1456820 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1457196.375000 Penalty: 4633.840820
	Iteration 14Q: 3 clusters Score -1457196 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1457592.250000 Penalty: 4633.840820
	Iteration 15Q: 3 clusters Score -1457592 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1457939.000000 Penalty: 4633.840820
	Iteration 16Q: 3 clusters Score -1457939 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1458188.375000 Penalty: 4633.840820
	Iteration 17Q: 3 clusters Score -1458188 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1458387.000000 Penalty: 4633.840820
	Iteration 18Q: 3 clusters Score -1458387 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1458527.125000 Penalty: 4633.840820
	Iteration 19Q: 3 clusters Score -1458527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1458617.000000 Penalty: 4633.840820
	Iteration 20F: 3 clusters Score -1458617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1458674.625000 Penalty: 4633.840820
	Iteration 21Q: 3 clusters Score -1458675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1458719.250000 Penalty: 4633.840820
	Iteration 22Q: 3 clusters Score -1458719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1458747.000000 Penalty: 4633.840820
	Iteration 23Q: 3 clusters Score -1458747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1458765.000000 Penalty: 4633.840820
	Iteration 24Q: 3 clusters Score -1458765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1458778.125000 Penalty: 4633.840820
	Iteration 25Q: 3 clusters Score -1458778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1458783.000000 Penalty: 4633.840820
	Iteration 26Q: 3 clusters Score -1458783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1458791.250000 Penalty: 4633.840820
	Iteration 27Q: 3 clusters Score -1458791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1458804.125000 Penalty: 4633.840820
	Iteration 28Q: 3 clusters Score -1458804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1458811.375000 Penalty: 4633.840820
	Iteration 29Q: 3 clusters Score -1458811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1458815.875000 Penalty: 4633.840820
	Iteration 30Q: 3 clusters Score -1458816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1458823.500000 Penalty: 4633.840820
	Iteration 31Q: 3 clusters Score -1458824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1458829.250000 Penalty: 4633.840820
	Iteration 32Q: 3 clusters Score -1458829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1458832.750000 Penalty: 4633.840820
	Iteration 33Q: 3 clusters Score -1458833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1458836.250000 Penalty: 4633.840820
	Iteration 34Q: 3 clusters Score -1458836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1458839.125000 Penalty: 4633.840820
	Iteration 35Q: 3 clusters Score -1458839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1458839.000000 Penalty: 4633.840820
	Iteration 36Q: 3 clusters Score -1458839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1458839.000000 Penalty: 4633.840820
	Iteration 37F: 3 clusters Score -1458839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 273 members 
Entering Unmasked Estep 
Score: -66922.218750 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66922.22 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67120.281250 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67120.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67172.226562 Penalty: 3136.882080
	Iteration 2Q: 3 clusters Score -67172.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67197.023438 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67197.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67227.429688 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67227.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67248.585938 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67248.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67289.312500 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67289.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67320.898438 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67333.500000 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67345.562500 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67345.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67350.859375 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -67350.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67358.625000 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -67358.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67360.406250 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -67360.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67364.835938 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -67364.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67375.078125 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -67375.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67387.453125 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -67387.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67393.414062 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -67393.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67395.695312 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -67395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67397.296875 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -67397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67397.296875 Penalty: 3136.882080
	Iteration 19F: 3 clusters Score -67397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -33508.929688 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -33508.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32239.736328 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32239.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32507.488281 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -32507.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32702.003906 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -32702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32822.964844 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -32822.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32963.964844 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -32963.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33018.480469 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -33018.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33033.640625 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -33033.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33052.359375 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -33052.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33117.355469 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -33117.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33220.042969 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -33220.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33225.933594 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -33225.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33228.882812 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -33228.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33240.984375 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -33240.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33258.511719 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -33258.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33265.382812 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -33265.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33269.687500 Penalty: 2894.066162
	Iteration 15Q: 3 clusters Score -33269.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33274.218750 Penalty: 2894.066162
	Iteration 16Q: 3 clusters Score -33274.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33277.253906 Penalty: 2894.066162
	Iteration 17Q: 3 clusters Score -33277.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33280.949219 Penalty: 2894.066162
	Iteration 18Q: 3 clusters Score -33280.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33284.695312 Penalty: 2894.066162
	Iteration 19F: 3 clusters Score -33284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33324.789062 Penalty: 2894.066162
	Iteration 20F: 3 clusters Score -33324.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33349.812500 Penalty: 2894.066162
	Iteration 21Q: 3 clusters Score -33349.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33362.152344 Penalty: 2894.066162
	Iteration 22Q: 3 clusters Score -33362.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33366.371094 Penalty: 2894.066162
	Iteration 23Q: 3 clusters Score -33366.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33376.367188 Penalty: 2894.066162
	Iteration 24Q: 3 clusters Score -33376.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33391.273438 Penalty: 2894.066162
	Iteration 25Q: 3 clusters Score -33391.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33400.433594 Penalty: 2894.066162
	Iteration 26Q: 3 clusters Score -33400.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33414.292969 Penalty: 2894.066162
	Iteration 27Q: 3 clusters Score -33414.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -33422.863281 Penalty: 2894.066162
	Iteration 28Q: 3 clusters Score -33422.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -33422.863281 Penalty: 2894.066162
	Iteration 29F: 3 clusters Score -33422.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -82326.796875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -82326.8 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 376 members 
Entering Unmasked Estep 
Score: -80669.851562 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -80669.85 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80969.734375 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -80969.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81172.273438 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -81172.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81278.570312 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -81278.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81377.960938 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -81377.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81528.109375 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -81528.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81640.898438 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -81640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81734.632812 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -81734.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81776.343750 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -81776.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81818.351562 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -81818.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81840.179688 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -81840.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81861.898438 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -81861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81882.953125 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -81882.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81889.937500 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -81889.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81901.093750 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -81901.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81911.148438 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -81911.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81917.546875 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -81917.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81921.328125 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -81921.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81923.289062 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -81923.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81923.289062 Penalty: 3267.424805
	Iteration 19F: 3 clusters Score -81923.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (83133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Entering Unmasked Estep 
Score: -10185542.000000 Penalty: 2809.393066
	Iteration 0F: 2 clusters Score -1.018554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -10129819.000000 Penalty: 5618.786133
	Iteration 0F: 3 clusters Score -1.012982e+07 nChanged 39161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -10152531.000000 Penalty: 5618.786133
	Iteration 1F: 3 clusters Score -1.015253e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -10153950.000000 Penalty: 5618.786133
	Iteration 2Q: 3 clusters Score -1.015395e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -10156366.000000 Penalty: 5618.786133
	Iteration 3F: 3 clusters Score -1.015637e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -10160100.000000 Penalty: 5618.786133
	Iteration 4F: 3 clusters Score -1.01601e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -10165013.000000 Penalty: 5618.786133
	Iteration 5F: 3 clusters Score -1.016501e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -10170124.000000 Penalty: 5618.786133
	Iteration 6F: 3 clusters Score -1.017012e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 73609 members 
Entering Unmasked Estep 
Score: -10174632.000000 Penalty: 5618.786133
	Iteration 7F: 3 clusters Score -1.017463e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -10178282.000000 Penalty: 5618.786133
	Iteration 8Q: 3 clusters Score -1.017828e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -10180976.000000 Penalty: 5618.786133
	Iteration 9Q: 3 clusters Score -1.018098e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -10182668.000000 Penalty: 5618.786133
	Iteration 10Q: 3 clusters Score -1.018267e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -10183351.000000 Penalty: 5618.786133
	Iteration 11Q: 3 clusters Score -1.018335e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -10183594.000000 Penalty: 5618.786133
	Iteration 12Q: 3 clusters Score -1.018359e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -10183735.000000 Penalty: 5618.786133
	Iteration 13Q: 3 clusters Score -1.018374e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 81831 members 
Entering Unmasked Estep 
Score: -10183835.000000 Penalty: 5618.786133
	Iteration 14Q: 3 clusters Score -1.018384e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -10183873.000000 Penalty: 5618.786133
	Iteration 15Q: 3 clusters Score -1.018387e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -10183902.000000 Penalty: 5618.786133
	Iteration 16Q: 3 clusters Score -1.01839e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -10183920.000000 Penalty: 5618.786133
	Iteration 17Q: 3 clusters Score -1.018392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -10183915.000000 Penalty: 5618.786133
	Iteration 18Q: 3 clusters Score -1.018392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10183912.000000 Penalty: 5618.786133
	Iteration 19Q: 3 clusters Score -1.018391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10183932.000000 Penalty: 5618.786133
	Iteration 20F: 3 clusters Score -1.018393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10183934.000000 Penalty: 5618.786133
	Iteration 21Q: 3 clusters Score -1.018393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -10183933.000000 Penalty: 5618.786133
	Iteration 22Q: 3 clusters Score -1.018393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10183956.000000 Penalty: 5618.786133
	Iteration 23Q: 3 clusters Score -1.018396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10183951.000000 Penalty: 5618.786133
	Iteration 24Q: 3 clusters Score -1.018395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -10183952.000000 Penalty: 5618.786133
	Iteration 25Q: 3 clusters Score -1.018395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -10183944.000000 Penalty: 5618.786133
	Iteration 26Q: 3 clusters Score -1.018394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10183946.000000 Penalty: 5618.786133
	Iteration 27Q: 3 clusters Score -1.018395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -10183941.000000 Penalty: 5618.786133
	Iteration 28Q: 3 clusters Score -1.018394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10183950.000000 Penalty: 5618.786133
	Iteration 29Q: 3 clusters Score -1.018395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10183953.000000 Penalty: 5618.786133
	Iteration 30Q: 3 clusters Score -1.018395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -10183952.000000 Penalty: 5618.786133
	Iteration 31Q: 3 clusters Score -1.018395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10183956.000000 Penalty: 5618.786133
	Iteration 32Q: 3 clusters Score -1.018396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10183956.000000 Penalty: 5618.786133
	Iteration 33F: 3 clusters Score -1.018396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -96253.578125 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -96253.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94486.835938 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -94486.84 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95094.054688 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -95094.05 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95623.335938 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -95623.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96124.984375 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -96124.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97045.687500 Penalty: 3367.330078
	Iteration 4F: 3 clusters Score -97045.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97301.585938 Penalty: 3367.330078
	Iteration 5F: 3 clusters Score -97301.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97442.070312 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -97442.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97496.828125 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -97496.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97506.593750 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -97506.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -97513.171875 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -97513.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -97521.976562 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -97521.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -97535.179688 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -97535.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97542.007812 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -97542.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97550.796875 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -97550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97550.796875 Penalty: 3367.330078
	Iteration 14F: 3 clusters Score -97550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 166754 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 175010 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83133 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 16134 members 
Mstep: Class 17 contains 163485 members 
Mstep: Class 18 contains 41225 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11874 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 574 members 
Entering Unmasked Estep 
Score: -105742056.000000 Penalty: 77923.179688
Splitting cluster 15 changes total score from -105742328.000000 to -105742056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (16134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Entering Unmasked Estep 
Score: -2054237.250000 Penalty: 2402.793701
	Iteration 0F: 2 clusters Score -2054237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2042563.500000 Penalty: 4805.587402
	Iteration 0F: 3 clusters Score -2042564 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2046373.875000 Penalty: 4805.587402
	Iteration 1F: 3 clusters Score -2046374 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2046721.625000 Penalty: 4805.587402
	Iteration 2F: 3 clusters Score -2046722 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2047002.250000 Penalty: 4805.587402
	Iteration 3Q: 3 clusters Score -2047002 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2047290.125000 Penalty: 4805.587402
	Iteration 4Q: 3 clusters Score -2047290 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2047600.750000 Penalty: 4805.587402
	Iteration 5Q: 3 clusters Score -2047601 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2047886.000000 Penalty: 4805.587402
	Iteration 6Q: 3 clusters Score -2047886 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2048142.250000 Penalty: 4805.587402
	Iteration 7Q: 3 clusters Score -2048142 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2048358.000000 Penalty: 4805.587402
	Iteration 8Q: 3 clusters Score -2048358 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2048558.125000 Penalty: 4805.587402
	Iteration 9Q: 3 clusters Score -2048558 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2048720.250000 Penalty: 4805.587402
	Iteration 10Q: 3 clusters Score -2048720 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2048886.000000 Penalty: 4805.587402
	Iteration 11Q: 3 clusters Score -2048886 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2049070.625000 Penalty: 4805.587402
	Iteration 12Q: 3 clusters Score -2049071 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2049258.250000 Penalty: 4805.587402
	Iteration 13Q: 3 clusters Score -2049258 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2049429.375000 Penalty: 4805.587402
	Iteration 14Q: 3 clusters Score -2049429 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2049620.875000 Penalty: 4805.587402
	Iteration 15Q: 3 clusters Score -2049621 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2049833.875000 Penalty: 4805.587402
	Iteration 16Q: 3 clusters Score -2049834 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2050049.750000 Penalty: 4805.587402
	Iteration 17Q: 3 clusters Score -2050050 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2050291.500000 Penalty: 4805.587402
	Iteration 18Q: 3 clusters Score -2050292 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2050505.500000 Penalty: 4805.587402
	Iteration 19Q: 3 clusters Score -2050506 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2050717.875000 Penalty: 4805.587402
	Iteration 20F: 3 clusters Score -2050718 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2050908.375000 Penalty: 4805.587402
	Iteration 21Q: 3 clusters Score -2050908 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2051060.625000 Penalty: 4805.587402
	Iteration 22Q: 3 clusters Score -2051061 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2051170.250000 Penalty: 4805.587402
	Iteration 23Q: 3 clusters Score -2051170 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2051237.375000 Penalty: 4805.587402
	Iteration 24Q: 3 clusters Score -2051237 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2051284.875000 Penalty: 4805.587402
	Iteration 25Q: 3 clusters Score -2051285 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2051303.500000 Penalty: 4805.587402
	Iteration 26Q: 3 clusters Score -2051304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2051308.250000 Penalty: 4805.587402
	Iteration 27Q: 3 clusters Score -2051308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2051324.250000 Penalty: 4805.587402
	Iteration 28Q: 3 clusters Score -2051324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2051330.375000 Penalty: 4805.587402
	Iteration 29Q: 3 clusters Score -2051330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2051332.500000 Penalty: 4805.587402
	Iteration 30Q: 3 clusters Score -2051332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2051338.875000 Penalty: 4805.587402
	Iteration 31Q: 3 clusters Score -2051339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2051340.250000 Penalty: 4805.587402
	Iteration 32Q: 3 clusters Score -2051340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2051340.875000 Penalty: 4805.587402
	Iteration 33Q: 3 clusters Score -2051341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2051348.500000 Penalty: 4805.587402
	Iteration 34Q: 3 clusters Score -2051348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2051349.750000 Penalty: 4805.587402
	Iteration 35Q: 3 clusters Score -2051350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2051347.750000 Penalty: 4805.587402
	Iteration 36Q: 3 clusters Score -2051348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2051345.875000 Penalty: 4805.587402
	Iteration 37Q: 3 clusters Score -2051346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2051348.125000 Penalty: 4805.587402
	Iteration 38Q: 3 clusters Score -2051348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2051345.625000 Penalty: 4805.587402
	Iteration 39Q: 3 clusters Score -2051346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2051348.250000 Penalty: 4805.587402
	Iteration 40F: 3 clusters Score -2051348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2051348.750000 Penalty: 4805.587402
	Iteration 41Q: 3 clusters Score -2051349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2051347.125000 Penalty: 4805.587402
	Iteration 42Q: 3 clusters Score -2051347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2051349.500000 Penalty: 4805.587402
	Iteration 43Q: 3 clusters Score -2051350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2051349.250000 Penalty: 4805.587402
	Iteration 44Q: 3 clusters Score -2051349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2051349.000000 Penalty: 4805.587402
	Iteration 45Q: 3 clusters Score -2051349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2051355.250000 Penalty: 4805.587402
	Iteration 46Q: 3 clusters Score -2051355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2051358.625000 Penalty: 4805.587402
	Iteration 47Q: 3 clusters Score -2051359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2051361.750000 Penalty: 4805.587402
	Iteration 48Q: 3 clusters Score -2051362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2051361.375000 Penalty: 4805.587402
	Iteration 49Q: 3 clusters Score -2051361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2051367.625000 Penalty: 4805.587402
	Iteration 50Q: 3 clusters Score -2051368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2051366.125000 Penalty: 4805.587402
	Iteration 51Q: 3 clusters Score -2051366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2051367.375000 Penalty: 4805.587402
	Iteration 52Q: 3 clusters Score -2051367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2051366.000000 Penalty: 4805.587402
	Iteration 53Q: 3 clusters Score -2051366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2051364.875000 Penalty: 4805.587402
	Iteration 54Q: 3 clusters Score -2051365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2051356.125000 Penalty: 4805.587402
	Iteration 55Q: 3 clusters Score -2051356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2051362.750000 Penalty: 4805.587402
	Iteration 56Q: 3 clusters Score -2051363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2051366.875000 Penalty: 4805.587402
	Iteration 57Q: 3 clusters Score -2051367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2051367.000000 Penalty: 4805.587402
	Iteration 58Q: 3 clusters Score -2051367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2051367.375000 Penalty: 4805.587402
	Iteration 59Q: 3 clusters Score -2051367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2051366.250000 Penalty: 4805.587402
	Iteration 60F: 3 clusters Score -2051366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2051367.250000 Penalty: 4805.587402
	Iteration 61Q: 3 clusters Score -2051367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2051368.375000 Penalty: 4805.587402
	Iteration 62Q: 3 clusters Score -2051368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2051367.375000 Penalty: 4805.587402
	Iteration 63Q: 3 clusters Score -2051367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2051366.625000 Penalty: 4805.587402
	Iteration 64Q: 3 clusters Score -2051367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2051372.875000 Penalty: 4805.587402
	Iteration 65Q: 3 clusters Score -2051373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2051370.500000 Penalty: 4805.587402
	Iteration 66Q: 3 clusters Score -2051370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2051372.125000 Penalty: 4805.587402
	Iteration 67Q: 3 clusters Score -2051372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2051376.250000 Penalty: 4805.587402
	Iteration 68Q: 3 clusters Score -2051376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2051383.875000 Penalty: 4805.587402
	Iteration 69Q: 3 clusters Score -2051384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2051382.000000 Penalty: 4805.587402
	Iteration 70Q: 3 clusters Score -2051382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2051383.125000 Penalty: 4805.587402
	Iteration 71Q: 3 clusters Score -2051383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2051382.375000 Penalty: 4805.587402
	Iteration 72Q: 3 clusters Score -2051382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2051380.625000 Penalty: 4805.587402
	Iteration 73Q: 3 clusters Score -2051381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2051380.000000 Penalty: 4805.587402
	Iteration 74Q: 3 clusters Score -2051380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2051378.750000 Penalty: 4805.587402
	Iteration 75Q: 3 clusters Score -2051379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2051380.125000 Penalty: 4805.587402
	Iteration 76Q: 3 clusters Score -2051380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2051387.000000 Penalty: 4805.587402
	Iteration 77Q: 3 clusters Score -2051387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2051384.750000 Penalty: 4805.587402
	Iteration 78Q: 3 clusters Score -2051385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2051389.375000 Penalty: 4805.587402
	Iteration 79Q: 3 clusters Score -2051389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2051386.250000 Penalty: 4805.587402
	Iteration 80F: 3 clusters Score -2051386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2051386.750000 Penalty: 4805.587402
	Iteration 81Q: 3 clusters Score -2051387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2051386.750000 Penalty: 4805.587402
	Iteration 82F: 3 clusters Score -2051387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (163485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Entering Unmasked Estep 
Score: -20511220.000000 Penalty: 2977.110107
	Iteration 0F: 2 clusters Score -2.051122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -20403124.000000 Penalty: 5954.220215
	Iteration 0F: 3 clusters Score -2.040312e+07 nChanged 78441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -20447974.000000 Penalty: 5954.220215
	Iteration 1F: 3 clusters Score -2.044797e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -20448766.000000 Penalty: 5954.220215
	Iteration 2Q: 3 clusters Score -2.044877e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -20449904.000000 Penalty: 5954.220215
	Iteration 3Q: 3 clusters Score -2.04499e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -20451470.000000 Penalty: 5954.220215
	Iteration 4Q: 3 clusters Score -2.045147e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -20454318.000000 Penalty: 5954.220215
	Iteration 5Q: 3 clusters Score -2.045432e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -20459744.000000 Penalty: 5954.220215
	Iteration 6F: 3 clusters Score -2.045974e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -20469910.000000 Penalty: 5954.220215
	Iteration 7F: 3 clusters Score -2.046991e+07 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 137911 members 
Entering Unmasked Estep 
Score: -20484218.000000 Penalty: 5954.220215
	Iteration 8F: 3 clusters Score -2.048422e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -20497694.000000 Penalty: 5954.220215
	Iteration 9F: 3 clusters Score -2.049769e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -20504752.000000 Penalty: 5954.220215
	Iteration 10Q: 3 clusters Score -2.050475e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -20507448.000000 Penalty: 5954.220215
	Iteration 11Q: 3 clusters Score -2.050745e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 162951 members 
Entering Unmasked Estep 
Score: -20508156.000000 Penalty: 5954.220215
	Iteration 12Q: 3 clusters Score -2.050816e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -20508374.000000 Penalty: 5954.220215
	Iteration 13Q: 3 clusters Score -2.050837e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -20508502.000000 Penalty: 5954.220215
	Iteration 14Q: 3 clusters Score -2.05085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -20508552.000000 Penalty: 5954.220215
	Iteration 15Q: 3 clusters Score -2.050855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -20508576.000000 Penalty: 5954.220215
	Iteration 16Q: 3 clusters Score -2.050858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -20508596.000000 Penalty: 5954.220215
	Iteration 17Q: 3 clusters Score -2.05086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -20508602.000000 Penalty: 5954.220215
	Iteration 18Q: 3 clusters Score -2.05086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -20508596.000000 Penalty: 5954.220215
	Iteration 19Q: 3 clusters Score -2.05086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -20508620.000000 Penalty: 5954.220215
	Iteration 20F: 3 clusters Score -2.050862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -20508612.000000 Penalty: 5954.220215
	Iteration 21Q: 3 clusters Score -2.050861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -20508620.000000 Penalty: 5954.220215
	Iteration 22Q: 3 clusters Score -2.050862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163203 members 
Entering Unmasked Estep 
Score: -20508622.000000 Penalty: 5954.220215
	Iteration 23Q: 3 clusters Score -2.050862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -20508632.000000 Penalty: 5954.220215
	Iteration 24Q: 3 clusters Score -2.050863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -20508646.000000 Penalty: 5954.220215
	Iteration 25Q: 3 clusters Score -2.050865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -20508644.000000 Penalty: 5954.220215
	Iteration 26Q: 3 clusters Score -2.050864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -20508644.000000 Penalty: 5954.220215
	Iteration 27Q: 3 clusters Score -2.050864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -20508648.000000 Penalty: 5954.220215
	Iteration 28Q: 3 clusters Score -2.050865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -20508648.000000 Penalty: 5954.220215
	Iteration 29F: 3 clusters Score -2.050865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Entering Unmasked Estep 
Score: -5226830.500000 Penalty: 2635.446533
	Iteration 0F: 2 clusters Score -5226830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5199066.000000 Penalty: 5270.893066
	Iteration 0F: 3 clusters Score -5199066 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5209294.500000 Penalty: 5270.893066
	Iteration 1F: 3 clusters Score -5209294 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5209869.000000 Penalty: 5270.893066
	Iteration 2Q: 3 clusters Score -5209869 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5210413.500000 Penalty: 5270.893066
	Iteration 3Q: 3 clusters Score -5210414 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5211069.000000 Penalty: 5270.893066
	Iteration 4Q: 3 clusters Score -5211069 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5211894.000000 Penalty: 5270.893066
	Iteration 5Q: 3 clusters Score -5211894 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5213080.000000 Penalty: 5270.893066
	Iteration 6F: 3 clusters Score -5213080 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5214782.500000 Penalty: 5270.893066
	Iteration 7F: 3 clusters Score -5214782 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5217028.500000 Penalty: 5270.893066
	Iteration 8F: 3 clusters Score -5217028 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5219291.000000 Penalty: 5270.893066
	Iteration 9F: 3 clusters Score -5219291 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5221087.500000 Penalty: 5270.893066
	Iteration 10Q: 3 clusters Score -5221088 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -5222340.000000 Penalty: 5270.893066
	Iteration 11Q: 3 clusters Score -5222340 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5223052.000000 Penalty: 5270.893066
	Iteration 12Q: 3 clusters Score -5223052 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5223426.500000 Penalty: 5270.893066
	Iteration 13Q: 3 clusters Score -5223426 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5223671.500000 Penalty: 5270.893066
	Iteration 14Q: 3 clusters Score -5223672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5223862.500000 Penalty: 5270.893066
	Iteration 15Q: 3 clusters Score -5223862 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5224041.500000 Penalty: 5270.893066
	Iteration 16Q: 3 clusters Score -5224042 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5224189.500000 Penalty: 5270.893066
	Iteration 17Q: 3 clusters Score -5224190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5224298.500000 Penalty: 5270.893066
	Iteration 18Q: 3 clusters Score -5224298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5224392.500000 Penalty: 5270.893066
	Iteration 19Q: 3 clusters Score -5224392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5224449.000000 Penalty: 5270.893066
	Iteration 20F: 3 clusters Score -5224449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5224498.500000 Penalty: 5270.893066
	Iteration 21Q: 3 clusters Score -5224498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5224530.000000 Penalty: 5270.893066
	Iteration 22Q: 3 clusters Score -5224530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5224576.000000 Penalty: 5270.893066
	Iteration 23Q: 3 clusters Score -5224576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5224600.500000 Penalty: 5270.893066
	Iteration 24Q: 3 clusters Score -5224600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5224629.500000 Penalty: 5270.893066
	Iteration 25Q: 3 clusters Score -5224630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5224644.000000 Penalty: 5270.893066
	Iteration 26Q: 3 clusters Score -5224644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5224654.000000 Penalty: 5270.893066
	Iteration 27Q: 3 clusters Score -5224654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -5224676.000000 Penalty: 5270.893066
	Iteration 28Q: 3 clusters Score -5224676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5224686.500000 Penalty: 5270.893066
	Iteration 29Q: 3 clusters Score -5224686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5224697.000000 Penalty: 5270.893066
	Iteration 30Q: 3 clusters Score -5224697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5224705.000000 Penalty: 5270.893066
	Iteration 31Q: 3 clusters Score -5224705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5224720.000000 Penalty: 5270.893066
	Iteration 32Q: 3 clusters Score -5224720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5224720.000000 Penalty: 5270.893066
	Iteration 33Q: 3 clusters Score -5224720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5224729.000000 Penalty: 5270.893066
	Iteration 34Q: 3 clusters Score -5224729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -5224725.000000 Penalty: 5270.893066
	Iteration 35Q: 3 clusters Score -5224725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5224722.000000 Penalty: 5270.893066
	Iteration 36Q: 3 clusters Score -5224722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5224735.500000 Penalty: 5270.893066
	Iteration 37Q: 3 clusters Score -5224736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5224730.500000 Penalty: 5270.893066
	Iteration 38Q: 3 clusters Score -5224730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5224731.500000 Penalty: 5270.893066
	Iteration 39Q: 3 clusters Score -5224732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5224742.000000 Penalty: 5270.893066
	Iteration 40F: 3 clusters Score -5224742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5224742.000000 Penalty: 5270.893066
	Iteration 41Q: 3 clusters Score -5224742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5224752.000000 Penalty: 5270.893066
	Iteration 42Q: 3 clusters Score -5224752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5224757.000000 Penalty: 5270.893066
	Iteration 43Q: 3 clusters Score -5224757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5224758.000000 Penalty: 5270.893066
	Iteration 44Q: 3 clusters Score -5224758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -5224761.000000 Penalty: 5270.893066
	Iteration 45Q: 3 clusters Score -5224761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5224766.500000 Penalty: 5270.893066
	Iteration 46Q: 3 clusters Score -5224766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -5224765.500000 Penalty: 5270.893066
	Iteration 47Q: 3 clusters Score -5224766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5224772.500000 Penalty: 5270.893066
	Iteration 48Q: 3 clusters Score -5224772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5224768.500000 Penalty: 5270.893066
	Iteration 49Q: 3 clusters Score -5224768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5224767.500000 Penalty: 5270.893066
	Iteration 50Q: 3 clusters Score -5224768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5224764.000000 Penalty: 5270.893066
	Iteration 51Q: 3 clusters Score -5224764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5224772.000000 Penalty: 5270.893066
	Iteration 52Q: 3 clusters Score -5224772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5224775.500000 Penalty: 5270.893066
	Iteration 53Q: 3 clusters Score -5224776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5224771.000000 Penalty: 5270.893066
	Iteration 54Q: 3 clusters Score -5224771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5224773.500000 Penalty: 5270.893066
	Iteration 55Q: 3 clusters Score -5224774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -5224770.000000 Penalty: 5270.893066
	Iteration 56Q: 3 clusters Score -5224770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5224769.000000 Penalty: 5270.893066
	Iteration 57Q: 3 clusters Score -5224769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5224774.500000 Penalty: 5270.893066
	Iteration 58Q: 3 clusters Score -5224774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5224781.500000 Penalty: 5270.893066
	Iteration 59Q: 3 clusters Score -5224782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -5224782.000000 Penalty: 5270.893066
	Iteration 60F: 3 clusters Score -5224782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5224783.500000 Penalty: 5270.893066
	Iteration 61Q: 3 clusters Score -5224784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5224781.500000 Penalty: 5270.893066
	Iteration 62Q: 3 clusters Score -5224782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -5224784.000000 Penalty: 5270.893066
	Iteration 63Q: 3 clusters Score -5224784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -5224786.000000 Penalty: 5270.893066
	Iteration 64Q: 3 clusters Score -5224786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5224782.500000 Penalty: 5270.893066
	Iteration 65Q: 3 clusters Score -5224782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5224785.000000 Penalty: 5270.893066
	Iteration 66Q: 3 clusters Score -5224785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5224780.000000 Penalty: 5270.893066
	Iteration 67Q: 3 clusters Score -5224780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5224785.000000 Penalty: 5270.893066
	Iteration 68Q: 3 clusters Score -5224785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5224793.000000 Penalty: 5270.893066
	Iteration 69Q: 3 clusters Score -5224793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5224796.500000 Penalty: 5270.893066
	Iteration 70Q: 3 clusters Score -5224796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5224802.000000 Penalty: 5270.893066
	Iteration 71Q: 3 clusters Score -5224802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5224799.500000 Penalty: 5270.893066
	Iteration 72Q: 3 clusters Score -5224800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5224799.500000 Penalty: 5270.893066
	Iteration 73Q: 3 clusters Score -5224800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5224801.000000 Penalty: 5270.893066
	Iteration 74Q: 3 clusters Score -5224801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5224804.000000 Penalty: 5270.893066
	Iteration 75Q: 3 clusters Score -5224804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5224799.000000 Penalty: 5270.893066
	Iteration 76Q: 3 clusters Score -5224799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5224798.500000 Penalty: 5270.893066
	Iteration 77Q: 3 clusters Score -5224798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5224803.000000 Penalty: 5270.893066
	Iteration 78Q: 3 clusters Score -5224803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5224803.500000 Penalty: 5270.893066
	Iteration 79Q: 3 clusters Score -5224804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5224803.500000 Penalty: 5270.893066
	Iteration 80F: 3 clusters Score -5224804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -229188.500000 Penalty: 1878.235718
	Iteration 0F: 2 clusters Score -229188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226659.921875 Penalty: 3756.471436
	Iteration 0F: 3 clusters Score -226659.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227085.468750 Penalty: 3756.471436
	Iteration 1F: 3 clusters Score -227085.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -227211.375000 Penalty: 3756.471436
	Iteration 2F: 3 clusters Score -227211.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227279.046875 Penalty: 3756.471436
	Iteration 3Q: 3 clusters Score -227279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -227311.843750 Penalty: 3756.471436
	Iteration 4Q: 3 clusters Score -227311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227332.656250 Penalty: 3756.471436
	Iteration 5Q: 3 clusters Score -227332.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227357.359375 Penalty: 3756.471436
	Iteration 6Q: 3 clusters Score -227357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227367.843750 Penalty: 3756.471436
	Iteration 7Q: 3 clusters Score -227367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227376.406250 Penalty: 3756.471436
	Iteration 8Q: 3 clusters Score -227376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -227383.406250 Penalty: 3756.471436
	Iteration 9Q: 3 clusters Score -227383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -227384.937500 Penalty: 3756.471436
	Iteration 10Q: 3 clusters Score -227384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227385.078125 Penalty: 3756.471436
	Iteration 11Q: 3 clusters Score -227385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -227385.484375 Penalty: 3756.471436
	Iteration 12Q: 3 clusters Score -227385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227386.984375 Penalty: 3756.471436
	Iteration 13Q: 3 clusters Score -227387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227388.640625 Penalty: 3756.471436
	Iteration 14Q: 3 clusters Score -227388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227389.515625 Penalty: 3756.471436
	Iteration 15Q: 3 clusters Score -227389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227392.828125 Penalty: 3756.471436
	Iteration 16Q: 3 clusters Score -227392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227394.468750 Penalty: 3756.471436
	Iteration 17Q: 3 clusters Score -227394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227397.906250 Penalty: 3756.471436
	Iteration 18Q: 3 clusters Score -227397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227400.140625 Penalty: 3756.471436
	Iteration 19Q: 3 clusters Score -227400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -227400.234375 Penalty: 3756.471436
	Iteration 20F: 3 clusters Score -227400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -31415.212891 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -31415.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30146.160156 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -30146.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30432.779297 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -30432.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30493.800781 Penalty: 2883.808838
	Iteration 2F: 3 clusters Score -30493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30541.582031 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -30541.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30603.058594 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -30603.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30679.773438 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -30679.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30788.923828 Penalty: 2883.808838
	Iteration 6Q: 3 clusters Score -30788.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30836.730469 Penalty: 2883.808838
	Iteration 7Q: 3 clusters Score -30836.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30874.080078 Penalty: 2883.808838
	Iteration 8Q: 3 clusters Score -30874.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30960.757812 Penalty: 2883.808838
	Iteration 9Q: 3 clusters Score -30960.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31020.130859 Penalty: 2883.808838
	Iteration 10Q: 3 clusters Score -31020.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31095.960938 Penalty: 2883.808838
	Iteration 11Q: 3 clusters Score -31095.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31116.910156 Penalty: 2883.808838
	Iteration 12Q: 3 clusters Score -31116.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31124.433594 Penalty: 2883.808838
	Iteration 13Q: 3 clusters Score -31124.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31132.685547 Penalty: 2883.808838
	Iteration 14F: 3 clusters Score -31132.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31153.177734 Penalty: 2883.808838
	Iteration 15Q: 3 clusters Score -31153.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31186.386719 Penalty: 2883.808838
	Iteration 16Q: 3 clusters Score -31186.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31252.714844 Penalty: 2883.808838
	Iteration 17Q: 3 clusters Score -31252.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31342.224609 Penalty: 2883.808838
	Iteration 18Q: 3 clusters Score -31342.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31342.224609 Penalty: 2883.808838
	Iteration 19F: 3 clusters Score -31342.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Entering Unmasked Estep 
Score: -1436095.125000 Penalty: 2326.762451
	Iteration 0F: 2 clusters Score -1436095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1427222.500000 Penalty: 4653.524902
	Iteration 0F: 3 clusters Score -1427222 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1429779.125000 Penalty: 4653.524902
	Iteration 1F: 3 clusters Score -1429779 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1430084.500000 Penalty: 4653.524902
	Iteration 2F: 3 clusters Score -1430084 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1430291.750000 Penalty: 4653.524902
	Iteration 3Q: 3 clusters Score -1430292 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1430457.250000 Penalty: 4653.524902
	Iteration 4Q: 3 clusters Score -1430457 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1430578.750000 Penalty: 4653.524902
	Iteration 5Q: 3 clusters Score -1430579 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1430683.625000 Penalty: 4653.524902
	Iteration 6Q: 3 clusters Score -1430684 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1430789.375000 Penalty: 4653.524902
	Iteration 7Q: 3 clusters Score -1430789 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1430887.375000 Penalty: 4653.524902
	Iteration 8Q: 3 clusters Score -1430887 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1430999.500000 Penalty: 4653.524902
	Iteration 9Q: 3 clusters Score -1431000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1431142.125000 Penalty: 4653.524902
	Iteration 10Q: 3 clusters Score -1431142 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1431300.500000 Penalty: 4653.524902
	Iteration 11Q: 3 clusters Score -1431300 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1431476.875000 Penalty: 4653.524902
	Iteration 12Q: 3 clusters Score -1431477 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1431691.500000 Penalty: 4653.524902
	Iteration 13Q: 3 clusters Score -1431692 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1431938.750000 Penalty: 4653.524902
	Iteration 14Q: 3 clusters Score -1431939 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1432219.250000 Penalty: 4653.524902
	Iteration 15Q: 3 clusters Score -1432219 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1432543.250000 Penalty: 4653.524902
	Iteration 16Q: 3 clusters Score -1432543 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1432889.000000 Penalty: 4653.524902
	Iteration 17Q: 3 clusters Score -1432889 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1433213.000000 Penalty: 4653.524902
	Iteration 18Q: 3 clusters Score -1433213 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1433466.875000 Penalty: 4653.524902
	Iteration 19Q: 3 clusters Score -1433467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1433635.750000 Penalty: 4653.524902
	Iteration 20F: 3 clusters Score -1433636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1433753.500000 Penalty: 4653.524902
	Iteration 21Q: 3 clusters Score -1433754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1433833.500000 Penalty: 4653.524902
	Iteration 22Q: 3 clusters Score -1433834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1433883.375000 Penalty: 4653.524902
	Iteration 23Q: 3 clusters Score -1433883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1433931.875000 Penalty: 4653.524902
	Iteration 24Q: 3 clusters Score -1433932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1433963.750000 Penalty: 4653.524902
	Iteration 25Q: 3 clusters Score -1433964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1433982.625000 Penalty: 4653.524902
	Iteration 26Q: 3 clusters Score -1433983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1433991.375000 Penalty: 4653.524902
	Iteration 27Q: 3 clusters Score -1433991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1434001.125000 Penalty: 4653.524902
	Iteration 28Q: 3 clusters Score -1434001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1434013.000000 Penalty: 4653.524902
	Iteration 29Q: 3 clusters Score -1434013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1434029.250000 Penalty: 4653.524902
	Iteration 30Q: 3 clusters Score -1434029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1434042.000000 Penalty: 4653.524902
	Iteration 31Q: 3 clusters Score -1434042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1434046.750000 Penalty: 4653.524902
	Iteration 32Q: 3 clusters Score -1434047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1434054.125000 Penalty: 4653.524902
	Iteration 33Q: 3 clusters Score -1434054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1434060.125000 Penalty: 4653.524902
	Iteration 34Q: 3 clusters Score -1434060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1434061.000000 Penalty: 4653.524902
	Iteration 35Q: 3 clusters Score -1434061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1434068.000000 Penalty: 4653.524902
	Iteration 36Q: 3 clusters Score -1434068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1434075.000000 Penalty: 4653.524902
	Iteration 37Q: 3 clusters Score -1434075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1434075.625000 Penalty: 4653.524902
	Iteration 38Q: 3 clusters Score -1434076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1434078.250000 Penalty: 4653.524902
	Iteration 39Q: 3 clusters Score -1434078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1434079.125000 Penalty: 4653.524902
	Iteration 40F: 3 clusters Score -1434079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 166754 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 175010 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83133 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 16134 members 
Mstep: Class 17 contains 163485 members 
Mstep: Class 18 contains 41225 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742760.000000 Penalty: 74535.210938
Iteration 119Q: 23 clusters Score -1.057428e+08 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 166557 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 175372 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83287 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 15956 members 
Mstep: Class 17 contains 163614 members 
Mstep: Class 18 contains 40915 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105743192.000000 Penalty: 74535.210938
Iteration 120F: 23 clusters Score -1.057432e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 19141 members 
Mstep: Class 5 contains 166357 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 175711 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 11558 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83463 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 15747 members 
Mstep: Class 17 contains 163770 members 
Mstep: Class 18 contains 40600 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 335 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744120.000000 Penalty: 74535.210938
Iteration 121Q: 23 clusters Score -1.057441e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 19112 members 
Mstep: Class 5 contains 166102 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 175916 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 11616 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 83688 members 
Mstep: Class 15 contains 861 members 
Mstep: Class 16 contains 15551 members 
Mstep: Class 17 contains 164005 members 
Mstep: Class 18 contains 40233 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 334 members 
Mstep: Class 21 contains 11911 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744992.000000 Penalty: 74535.210938
Iteration 122Q: 23 clusters Score -1.05745e+08 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157620 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 19067 members 
Mstep: Class 5 contains 165835 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 176107 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 11670 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 83896 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 15364 members 
Mstep: Class 17 contains 164428 members 
Mstep: Class 18 contains 39842 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 332 members 
Mstep: Class 21 contains 11921 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745416.000000 Penalty: 74535.210938
Iteration 123Q: 23 clusters Score -1.057454e+08 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 19011 members 
Mstep: Class 5 contains 165528 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 176233 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 11750 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 338 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 84068 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 15163 members 
Mstep: Class 17 contains 164981 members 
Mstep: Class 18 contains 39427 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 331 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745824.000000 Penalty: 74535.210938
Iteration 124Q: 23 clusters Score -1.057458e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157634 members 
Mstep: Class 2 contains 2306 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18968 members 
Mstep: Class 5 contains 165212 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1835 members 
Mstep: Class 8 contains 176360 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 11843 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 84237 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 165512 members 
Mstep: Class 18 contains 39039 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 331 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746000.000000 Penalty: 74535.210938
Iteration 125Q: 23 clusters Score -1.05746e+08 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157621 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18911 members 
Mstep: Class 5 contains 164894 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 176468 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 333 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 166067 members 
Mstep: Class 18 contains 38643 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 331 members 
Mstep: Class 21 contains 11986 members 
Mstep: Class 22 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746632.000000 Penalty: 74535.210938
Iteration 126Q: 23 clusters Score -1.057466e+08 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18861 members 
Mstep: Class 5 contains 164536 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 176618 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 84667 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 14473 members 
Mstep: Class 17 contains 166663 members 
Mstep: Class 18 contains 38240 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 331 members 
Mstep: Class 21 contains 12004 members 
Mstep: Class 22 contains 595 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.057472e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18820 members 
Mstep: Class 5 contains 164164 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 176688 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 12197 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 84890 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 14227 members 
Mstep: Class 17 contains 167315 members 
Mstep: Class 18 contains 37834 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 330 members 
Mstep: Class 21 contains 12024 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.057474e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157402 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18783 members 
Mstep: Class 5 contains 163762 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 176764 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 12365 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 85125 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 14032 members 
Mstep: Class 17 contains 167939 members 
Mstep: Class 18 contains 37396 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 330 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 599 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -1.057477e+08 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18734 members 
Mstep: Class 5 contains 163326 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 176777 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 12544 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 85333 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13842 members 
Mstep: Class 17 contains 168679 members 
Mstep: Class 18 contains 36975 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 329 members 
Mstep: Class 21 contains 12065 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.057486e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18675 members 
Mstep: Class 5 contains 162945 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 8 contains 176696 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 85557 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13665 members 
Mstep: Class 17 contains 169385 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12085 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.05749e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 162594 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 176613 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 85777 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13509 members 
Mstep: Class 17 contains 170099 members 
Mstep: Class 18 contains 36049 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12112 members 
Mstep: Class 22 contains 602 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.057495e+08 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157208 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 162318 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 176413 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 13131 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 86022 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13404 members 
Mstep: Class 17 contains 170808 members 
Mstep: Class 18 contains 35610 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12140 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.057494e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18504 members 
Mstep: Class 5 contains 162062 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 176182 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 13326 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 86287 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13331 members 
Mstep: Class 17 contains 171496 members 
Mstep: Class 18 contains 35137 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.057498e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18466 members 
Mstep: Class 5 contains 161857 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 176044 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 86556 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13273 members 
Mstep: Class 17 contains 172081 members 
Mstep: Class 18 contains 34693 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12200 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.057499e+08 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18419 members 
Mstep: Class 5 contains 161699 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 175955 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 86807 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13198 members 
Mstep: Class 17 contains 172627 members 
Mstep: Class 18 contains 34242 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12231 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.057497e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18397 members 
Mstep: Class 5 contains 161631 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 175877 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13802 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 87025 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13136 members 
Mstep: Class 17 contains 173148 members 
Mstep: Class 18 contains 33779 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12273 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.057502e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18369 members 
Mstep: Class 5 contains 161583 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 175854 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 87250 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13089 members 
Mstep: Class 17 contains 173572 members 
Mstep: Class 18 contains 33316 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12320 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.057508e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156201 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18332 members 
Mstep: Class 5 contains 161462 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 175896 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14027 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 87455 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13050 members 
Mstep: Class 17 contains 173922 members 
Mstep: Class 18 contains 32879 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12373 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.057509e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18294 members 
Mstep: Class 5 contains 161349 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 175937 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14105 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 87668 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 13013 members 
Mstep: Class 17 contains 174200 members 
Mstep: Class 18 contains 32483 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12426 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.057509e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 18266 members 
Mstep: Class 5 contains 161198 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 176004 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14185 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 87863 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 12972 members 
Mstep: Class 17 contains 174389 members 
Mstep: Class 18 contains 32122 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12488 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.057508e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18231 members 
Mstep: Class 5 contains 161004 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 176136 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 14259 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 88081 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 12949 members 
Mstep: Class 17 contains 174436 members 
Mstep: Class 18 contains 31777 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12559 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.05751e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18188 members 
Mstep: Class 5 contains 160823 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 176257 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14311 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 88267 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 12928 members 
Mstep: Class 17 contains 174473 members 
Mstep: Class 18 contains 31437 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.057512e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18134 members 
Mstep: Class 5 contains 160736 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 176322 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14362 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 88454 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 174506 members 
Mstep: Class 18 contains 31118 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12697 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.057512e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18088 members 
Mstep: Class 5 contains 160686 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 176434 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 88603 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 12884 members 
Mstep: Class 17 contains 174465 members 
Mstep: Class 18 contains 30812 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12774 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -1.057511e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18031 members 
Mstep: Class 5 contains 160670 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 176543 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14450 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 88763 members 
Mstep: Class 15 contains 759 members 
Mstep: Class 16 contains 12861 members 
Mstep: Class 17 contains 174374 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12847 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -1.057512e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 17986 members 
Mstep: Class 5 contains 160714 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 176598 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 88896 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 12845 members 
Mstep: Class 17 contains 174279 members 
Mstep: Class 18 contains 30288 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12930 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -1.057514e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156588 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 17938 members 
Mstep: Class 5 contains 160788 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 176659 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 88996 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 174181 members 
Mstep: Class 18 contains 30067 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13028 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 148Q: 23 clusters Score -1.057519e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156631 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 5 contains 160897 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 176736 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14568 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 89084 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 174058 members 
Mstep: Class 18 contains 29828 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
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Iteration 149Q: 23 clusters Score -1.05752e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156643 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 17842 members 
Mstep: Class 5 contains 161062 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 176766 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14605 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89177 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 12727 members 
Mstep: Class 17 contains 173936 members 
Mstep: Class 18 contains 29607 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13222 members 
Mstep: Class 22 contains 602 members 
Entering Unmasked Estep 
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Iteration 150Q: 23 clusters Score -1.057521e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 17807 members 
Mstep: Class 5 contains 161190 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 176871 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89256 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 12700 members 
Mstep: Class 17 contains 173767 members 
Mstep: Class 18 contains 29402 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13313 members 
Mstep: Class 22 contains 602 members 
Entering Unmasked Estep 
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Iteration 151Q: 23 clusters Score -1.057525e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 17764 members 
Mstep: Class 5 contains 161374 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 176990 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89328 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 12674 members 
Mstep: Class 17 contains 173553 members 
Mstep: Class 18 contains 29210 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13409 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
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Iteration 152Q: 23 clusters Score -1.057524e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17720 members 
Mstep: Class 5 contains 161586 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 177113 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 89396 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 12656 members 
Mstep: Class 17 contains 173315 members 
Mstep: Class 18 contains 29017 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13488 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105752664.000000 Penalty: 74535.210938
Iteration 153Q: 23 clusters Score -1.057527e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 161825 members 
Mstep: Class 6 contains 651 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 177225 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 89452 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 12634 members 
Mstep: Class 17 contains 173107 members 
Mstep: Class 18 contains 28840 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13571 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105752840.000000 Penalty: 74535.210938
Iteration 154Q: 23 clusters Score -1.057528e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17630 members 
Mstep: Class 5 contains 162027 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 177385 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 89527 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 172877 members 
Mstep: Class 18 contains 28673 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13626 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105752912.000000 Penalty: 74535.210938
Iteration 155Q: 23 clusters Score -1.057529e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17583 members 
Mstep: Class 5 contains 162195 members 
Mstep: Class 6 contains 654 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 177637 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89617 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 12607 members 
Mstep: Class 17 contains 172600 members 
Mstep: Class 18 contains 28512 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13666 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753216.000000 Penalty: 74535.210938
Iteration 156Q: 23 clusters Score -1.057532e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17537 members 
Mstep: Class 5 contains 162343 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 177933 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 89684 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 172293 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753496.000000 Penalty: 74535.210938
Iteration 157Q: 23 clusters Score -1.057535e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17494 members 
Mstep: Class 5 contains 162493 members 
Mstep: Class 6 contains 658 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 178209 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 89756 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 12570 members 
Mstep: Class 17 contains 171974 members 
Mstep: Class 18 contains 28184 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13753 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753680.000000 Penalty: 74535.210938
Iteration 158Q: 23 clusters Score -1.057537e+08 nChanged 1949
Entering ConstructFrom: 
Score: -105753680.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (156347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Entering Unmasked Estep 
Score: -19764874.000000 Penalty: 2966.038574
	Iteration 0F: 2 clusters Score -1.976487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -19663112.000000 Penalty: 5932.077148
	Iteration 0F: 3 clusters Score -1.966311e+07 nChanged 75160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -19708280.000000 Penalty: 5932.077148
	Iteration 1F: 3 clusters Score -1.970828e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -19710356.000000 Penalty: 5932.077148
	Iteration 2Q: 3 clusters Score -1.971036e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -19713316.000000 Penalty: 5932.077148
	Iteration 3Q: 3 clusters Score -1.971332e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -19717950.000000 Penalty: 5932.077148
	Iteration 4F: 3 clusters Score -1.971795e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -19724638.000000 Penalty: 5932.077148
	Iteration 5F: 3 clusters Score -1.972464e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -19733640.000000 Penalty: 5932.077148
	Iteration 6F: 3 clusters Score -1.973364e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -19741732.000000 Penalty: 5932.077148
	Iteration 7F: 3 clusters Score -1.974173e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -19746994.000000 Penalty: 5932.077148
	Iteration 8F: 3 clusters Score -1.974699e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -19749480.000000 Penalty: 5932.077148
	Iteration 9Q: 3 clusters Score -1.974948e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 112622 members 
Entering Unmasked Estep 
Score: -19750866.000000 Penalty: 5932.077148
	Iteration 10Q: 3 clusters Score -1.975087e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -19751910.000000 Penalty: 5932.077148
	Iteration 11Q: 3 clusters Score -1.975191e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -19752866.000000 Penalty: 5932.077148
	Iteration 12Q: 3 clusters Score -1.975287e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -19753838.000000 Penalty: 5932.077148
	Iteration 13Q: 3 clusters Score -1.975384e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -19754778.000000 Penalty: 5932.077148
	Iteration 14Q: 3 clusters Score -1.975478e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 124208 members 
Entering Unmasked Estep 
Score: -19755578.000000 Penalty: 5932.077148
	Iteration 15Q: 3 clusters Score -1.975558e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 126258 members 
Entering Unmasked Estep 
Score: -19756318.000000 Penalty: 5932.077148
	Iteration 16Q: 3 clusters Score -1.975632e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -19756900.000000 Penalty: 5932.077148
	Iteration 17Q: 3 clusters Score -1.97569e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -19757596.000000 Penalty: 5932.077148
	Iteration 18Q: 3 clusters Score -1.97576e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -19758258.000000 Penalty: 5932.077148
	Iteration 19Q: 3 clusters Score -1.975826e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -19758672.000000 Penalty: 5932.077148
	Iteration 20F: 3 clusters Score -1.975867e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -19759246.000000 Penalty: 5932.077148
	Iteration 21Q: 3 clusters Score -1.975925e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -19759888.000000 Penalty: 5932.077148
	Iteration 22Q: 3 clusters Score -1.975989e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 138251 members 
Entering Unmasked Estep 
Score: -19760278.000000 Penalty: 5932.077148
	Iteration 23Q: 3 clusters Score -1.976028e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -19760602.000000 Penalty: 5932.077148
	Iteration 24Q: 3 clusters Score -1.97606e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 140977 members 
Entering Unmasked Estep 
Score: -19760932.000000 Penalty: 5932.077148
	Iteration 25Q: 3 clusters Score -1.976093e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -19761304.000000 Penalty: 5932.077148
	Iteration 26Q: 3 clusters Score -1.97613e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -19761656.000000 Penalty: 5932.077148
	Iteration 27Q: 3 clusters Score -1.976166e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -19761898.000000 Penalty: 5932.077148
	Iteration 28Q: 3 clusters Score -1.97619e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -19762142.000000 Penalty: 5932.077148
	Iteration 29Q: 3 clusters Score -1.976214e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -19762504.000000 Penalty: 5932.077148
	Iteration 30Q: 3 clusters Score -1.97625e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -19762768.000000 Penalty: 5932.077148
	Iteration 31Q: 3 clusters Score -1.976277e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -19762956.000000 Penalty: 5932.077148
	Iteration 32Q: 3 clusters Score -1.976296e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -19763172.000000 Penalty: 5932.077148
	Iteration 33Q: 3 clusters Score -1.976317e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -19763344.000000 Penalty: 5932.077148
	Iteration 34Q: 3 clusters Score -1.976334e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 149977 members 
Entering Unmasked Estep 
Score: -19763512.000000 Penalty: 5932.077148
	Iteration 35Q: 3 clusters Score -1.976351e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -19763590.000000 Penalty: 5932.077148
	Iteration 36Q: 3 clusters Score -1.976359e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 150854 members 
Entering Unmasked Estep 
Score: -19763630.000000 Penalty: 5932.077148
	Iteration 37Q: 3 clusters Score -1.976363e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -19763700.000000 Penalty: 5932.077148
	Iteration 38Q: 3 clusters Score -1.97637e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 151430 members 
Entering Unmasked Estep 
Score: -19763664.000000 Penalty: 5932.077148
	Iteration 39Q: 3 clusters Score -1.976366e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -19763736.000000 Penalty: 5932.077148
	Iteration 40F: 3 clusters Score -1.976374e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 151888 members 
Entering Unmasked Estep 
Score: -19763830.000000 Penalty: 5932.077148
	Iteration 41Q: 3 clusters Score -1.976383e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 152098 members 
Entering Unmasked Estep 
Score: -19763794.000000 Penalty: 5932.077148
	Iteration 42Q: 3 clusters Score -1.976379e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 152259 members 
Entering Unmasked Estep 
Score: -19763784.000000 Penalty: 5932.077148
	Iteration 43Q: 3 clusters Score -1.976378e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 152415 members 
Entering Unmasked Estep 
Score: -19763754.000000 Penalty: 5932.077148
	Iteration 44Q: 3 clusters Score -1.976375e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -19763750.000000 Penalty: 5932.077148
	Iteration 45Q: 3 clusters Score -1.976375e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 152664 members 
Entering Unmasked Estep 
Score: -19763684.000000 Penalty: 5932.077148
	Iteration 46Q: 3 clusters Score -1.976368e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -19763718.000000 Penalty: 5932.077148
	Iteration 47Q: 3 clusters Score -1.976372e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -19763720.000000 Penalty: 5932.077148
	Iteration 48Q: 3 clusters Score -1.976372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -19763708.000000 Penalty: 5932.077148
	Iteration 49Q: 3 clusters Score -1.976371e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -19763724.000000 Penalty: 5932.077148
	Iteration 50Q: 3 clusters Score -1.976372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -19763724.000000 Penalty: 5932.077148
	Iteration 51Q: 3 clusters Score -1.976372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -19763746.000000 Penalty: 5932.077148
	Iteration 52Q: 3 clusters Score -1.976375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -19763738.000000 Penalty: 5932.077148
	Iteration 53Q: 3 clusters Score -1.976374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 153050 members 
Entering Unmasked Estep 
Score: -19763768.000000 Penalty: 5932.077148
	Iteration 54Q: 3 clusters Score -1.976377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -19763762.000000 Penalty: 5932.077148
	Iteration 55Q: 3 clusters Score -1.976376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 153093 members 
Entering Unmasked Estep 
Score: -19763754.000000 Penalty: 5932.077148
	Iteration 56Q: 3 clusters Score -1.976375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -19763720.000000 Penalty: 5932.077148
	Iteration 57Q: 3 clusters Score -1.976372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -19763730.000000 Penalty: 5932.077148
	Iteration 58Q: 3 clusters Score -1.976373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -19763726.000000 Penalty: 5932.077148
	Iteration 59Q: 3 clusters Score -1.976373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -19763730.000000 Penalty: 5932.077148
	Iteration 60F: 3 clusters Score -1.976373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -19763692.000000 Penalty: 5932.077148
	Iteration 61Q: 3 clusters Score -1.976369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 153212 members 
Entering Unmasked Estep 
Score: -19763690.000000 Penalty: 5932.077148
	Iteration 62Q: 3 clusters Score -1.976369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -19763690.000000 Penalty: 5932.077148
	Iteration 63Q: 3 clusters Score -1.976369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -19763690.000000 Penalty: 5932.077148
	Iteration 64Q: 3 clusters Score -1.976369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 153272 members 
Entering Unmasked Estep 
Score: -19763702.000000 Penalty: 5932.077148
	Iteration 65Q: 3 clusters Score -1.97637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 153289 members 
Entering Unmasked Estep 
Score: -19763698.000000 Penalty: 5932.077148
	Iteration 66Q: 3 clusters Score -1.97637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 153305 members 
Entering Unmasked Estep 
Score: -19763696.000000 Penalty: 5932.077148
	Iteration 67Q: 3 clusters Score -1.97637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -19763692.000000 Penalty: 5932.077148
	Iteration 68Q: 3 clusters Score -1.976369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 153326 members 
Entering Unmasked Estep 
Score: -19763696.000000 Penalty: 5932.077148
	Iteration 69Q: 3 clusters Score -1.97637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -19763698.000000 Penalty: 5932.077148
	Iteration 70Q: 3 clusters Score -1.97637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -19763706.000000 Penalty: 5932.077148
	Iteration 71Q: 3 clusters Score -1.976371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 153349 members 
Entering Unmasked Estep 
Score: -19763698.000000 Penalty: 5932.077148
	Iteration 72Q: 3 clusters Score -1.97637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 153367 members 
Entering Unmasked Estep 
Score: -19763688.000000 Penalty: 5932.077148
	Iteration 73Q: 3 clusters Score -1.976369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -19763704.000000 Penalty: 5932.077148
	Iteration 74Q: 3 clusters Score -1.97637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -19763690.000000 Penalty: 5932.077148
	Iteration 75Q: 3 clusters Score -1.976369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -19763694.000000 Penalty: 5932.077148
	Iteration 76Q: 3 clusters Score -1.976369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -19763694.000000 Penalty: 5932.077148
	Iteration 77Q: 3 clusters Score -1.976369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -19763698.000000 Penalty: 5932.077148
	Iteration 78Q: 3 clusters Score -1.97637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -19763706.000000 Penalty: 5932.077148
	Iteration 79Q: 3 clusters Score -1.976371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -19763698.000000 Penalty: 5932.077148
	Iteration 80F: 3 clusters Score -1.97637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -19763680.000000 Penalty: 5932.077148
	Iteration 81Q: 3 clusters Score -1.976368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -19763672.000000 Penalty: 5932.077148
	Iteration 82Q: 3 clusters Score -1.976367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -19763682.000000 Penalty: 5932.077148
	Iteration 83Q: 3 clusters Score -1.976368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -19763686.000000 Penalty: 5932.077148
	Iteration 84Q: 3 clusters Score -1.976369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -19763684.000000 Penalty: 5932.077148
	Iteration 85Q: 3 clusters Score -1.976368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 153429 members 
Entering Unmasked Estep 
Score: -19763676.000000 Penalty: 5932.077148
	Iteration 86Q: 3 clusters Score -1.976368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 153432 members 
Entering Unmasked Estep 
Score: -19763664.000000 Penalty: 5932.077148
	Iteration 87Q: 3 clusters Score -1.976366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -19763662.000000 Penalty: 5932.077148
	Iteration 88Q: 3 clusters Score -1.976366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -19763670.000000 Penalty: 5932.077148
	Iteration 89Q: 3 clusters Score -1.976367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -19763662.000000 Penalty: 5932.077148
	Iteration 90Q: 3 clusters Score -1.976366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -19763662.000000 Penalty: 5932.077148
	Iteration 91Q: 3 clusters Score -1.976366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -19763662.000000 Penalty: 5932.077148
	Iteration 92F: 3 clusters Score -1.976366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -272073.968750 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -272074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -269252.812500 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -269252.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269775.406250 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -269775.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -269911.437500 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -269911.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -270003.625000 Penalty: 3840.231445
	Iteration 3Q: 3 clusters Score -270003.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -270068.000000 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -270068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -270127.312500 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -270127.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270174.281250 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -270174.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -270219.187500 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -270219.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -270255.312500 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -270255.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -270300.937500 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -270300.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -270344.843750 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -270344.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -270376.687500 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -270376.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -270410.218750 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -270410.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -270428.875000 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -270428.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -270444.250000 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -270444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -270456.531250 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -270456.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -270467.343750 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -270467.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -270476.406250 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -270476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -270484.718750 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -270484.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -270498.781250 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -270498.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -270512.343750 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -270512.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -270526.218750 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -270526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -270540.156250 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -270540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -270544.625000 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -270544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -270547.656250 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -270547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -270549.781250 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -270549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -270550.375000 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -270550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -270551.437500 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -270551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -270553.218750 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -270553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -270557.031250 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -270557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -270562.093750 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -270562.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -270565.218750 Penalty: 3840.231445
	Iteration 31Q: 3 clusters Score -270565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -270568.375000 Penalty: 3840.231445
	Iteration 32Q: 3 clusters Score -270568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -270572.250000 Penalty: 3840.231445
	Iteration 33Q: 3 clusters Score -270572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -270576.218750 Penalty: 3840.231445
	Iteration 34Q: 3 clusters Score -270576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -270579.343750 Penalty: 3840.231445
	Iteration 35Q: 3 clusters Score -270579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -270583.156250 Penalty: 3840.231445
	Iteration 36Q: 3 clusters Score -270583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -270588.343750 Penalty: 3840.231445
	Iteration 37Q: 3 clusters Score -270588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -270590.281250 Penalty: 3840.231445
	Iteration 38Q: 3 clusters Score -270590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -270593.843750 Penalty: 3840.231445
	Iteration 39Q: 3 clusters Score -270593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -270597.125000 Penalty: 3840.231445
	Iteration 40F: 3 clusters Score -270597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -270597.843750 Penalty: 3840.231445
	Iteration 41Q: 3 clusters Score -270597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -270597.843750 Penalty: 3840.231445
	Iteration 42F: 3 clusters Score -270597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32254.279297 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32254.28 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 172 members 
Entering Unmasked Estep 
Score: -31036.253906 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31036.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31181.164062 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31181.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31228.529297 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -31228.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31247.560547 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31247.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31249.910156 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31249.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31251.492188 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31251.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31251.492188 Penalty: 2848.529785
	Iteration 6F: 3 clusters Score -31251.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Entering Unmasked Estep 
Score: -2222346.500000 Penalty: 2422.466797
	Iteration 0F: 2 clusters Score -2222346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2210035.000000 Penalty: 4844.933594
	Iteration 0F: 3 clusters Score -2210035 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2214011.250000 Penalty: 4844.933594
	Iteration 1F: 3 clusters Score -2214011 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2214309.250000 Penalty: 4844.933594
	Iteration 2F: 3 clusters Score -2214309 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2214517.250000 Penalty: 4844.933594
	Iteration 3Q: 3 clusters Score -2214517 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2214681.750000 Penalty: 4844.933594
	Iteration 4Q: 3 clusters Score -2214682 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2214802.250000 Penalty: 4844.933594
	Iteration 5Q: 3 clusters Score -2214802 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2214914.500000 Penalty: 4844.933594
	Iteration 6Q: 3 clusters Score -2214914 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2215013.750000 Penalty: 4844.933594
	Iteration 7Q: 3 clusters Score -2215014 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2215101.500000 Penalty: 4844.933594
	Iteration 8Q: 3 clusters Score -2215102 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2215196.500000 Penalty: 4844.933594
	Iteration 9Q: 3 clusters Score -2215196 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2215312.250000 Penalty: 4844.933594
	Iteration 10Q: 3 clusters Score -2215312 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2215456.000000 Penalty: 4844.933594
	Iteration 11Q: 3 clusters Score -2215456 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2215619.000000 Penalty: 4844.933594
	Iteration 12Q: 3 clusters Score -2215619 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2215870.500000 Penalty: 4844.933594
	Iteration 13Q: 3 clusters Score -2215870 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2216273.500000 Penalty: 4844.933594
	Iteration 14Q: 3 clusters Score -2216274 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2216801.250000 Penalty: 4844.933594
	Iteration 15F: 3 clusters Score -2216801 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2217497.000000 Penalty: 4844.933594
	Iteration 16F: 3 clusters Score -2217497 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2218318.500000 Penalty: 4844.933594
	Iteration 17F: 3 clusters Score -2218318 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2219158.750000 Penalty: 4844.933594
	Iteration 18F: 3 clusters Score -2219159 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2219853.750000 Penalty: 4844.933594
	Iteration 19Q: 3 clusters Score -2219854 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2220391.750000 Penalty: 4844.933594
	Iteration 20F: 3 clusters Score -2220392 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2220686.750000 Penalty: 4844.933594
	Iteration 21Q: 3 clusters Score -2220687 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2220824.750000 Penalty: 4844.933594
	Iteration 22Q: 3 clusters Score -2220825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2220902.500000 Penalty: 4844.933594
	Iteration 23Q: 3 clusters Score -2220902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2220961.250000 Penalty: 4844.933594
	Iteration 24Q: 3 clusters Score -2220961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2220997.750000 Penalty: 4844.933594
	Iteration 25Q: 3 clusters Score -2220998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2221023.250000 Penalty: 4844.933594
	Iteration 26Q: 3 clusters Score -2221023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2221042.500000 Penalty: 4844.933594
	Iteration 27Q: 3 clusters Score -2221042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2221063.750000 Penalty: 4844.933594
	Iteration 28Q: 3 clusters Score -2221064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2221074.000000 Penalty: 4844.933594
	Iteration 29Q: 3 clusters Score -2221074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2221086.250000 Penalty: 4844.933594
	Iteration 30Q: 3 clusters Score -2221086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2221088.000000 Penalty: 4844.933594
	Iteration 31Q: 3 clusters Score -2221088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2221093.750000 Penalty: 4844.933594
	Iteration 32Q: 3 clusters Score -2221094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2221100.750000 Penalty: 4844.933594
	Iteration 33Q: 3 clusters Score -2221101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2221103.250000 Penalty: 4844.933594
	Iteration 34Q: 3 clusters Score -2221103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2221105.500000 Penalty: 4844.933594
	Iteration 35Q: 3 clusters Score -2221106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2221106.750000 Penalty: 4844.933594
	Iteration 36Q: 3 clusters Score -2221107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2221109.750000 Penalty: 4844.933594
	Iteration 37Q: 3 clusters Score -2221110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2221108.750000 Penalty: 4844.933594
	Iteration 38Q: 3 clusters Score -2221109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2221108.750000 Penalty: 4844.933594
	Iteration 39F: 3 clusters Score -2221109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Entering Unmasked Estep 
Score: -20351358.000000 Penalty: 2975.779297
	Iteration 0F: 2 clusters Score -2.035136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -20244592.000000 Penalty: 5951.558594
	Iteration 0F: 3 clusters Score -2.024459e+07 nChanged 77689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -20289438.000000 Penalty: 5951.558594
	Iteration 1F: 3 clusters Score -2.028944e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -20290290.000000 Penalty: 5951.558594
	Iteration 2Q: 3 clusters Score -2.029029e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -20291146.000000 Penalty: 5951.558594
	Iteration 3Q: 3 clusters Score -2.029115e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77147 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -20292314.000000 Penalty: 5951.558594
	Iteration 4Q: 3 clusters Score -2.029231e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -20294034.000000 Penalty: 5951.558594
	Iteration 5Q: 3 clusters Score -2.029403e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -20297016.000000 Penalty: 5951.558594
	Iteration 6Q: 3 clusters Score -2.029702e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -20301414.000000 Penalty: 5951.558594
	Iteration 7F: 3 clusters Score -2.030141e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -20309054.000000 Penalty: 5951.558594
	Iteration 8F: 3 clusters Score -2.030905e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 121561 members 
Entering Unmasked Estep 
Score: -20320928.000000 Penalty: 5951.558594
	Iteration 9F: 3 clusters Score -2.032093e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -20333830.000000 Penalty: 5951.558594
	Iteration 10F: 3 clusters Score -2.033383e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -20342576.000000 Penalty: 5951.558594
	Iteration 11F: 3 clusters Score -2.034258e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 144436 members 
Entering Unmasked Estep 
Score: -20347016.000000 Penalty: 5951.558594
	Iteration 12Q: 3 clusters Score -2.034702e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -20348894.000000 Penalty: 5951.558594
	Iteration 13Q: 3 clusters Score -2.034889e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -20349770.000000 Penalty: 5951.558594
	Iteration 14Q: 3 clusters Score -2.034977e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 148980 members 
Entering Unmasked Estep 
Score: -20350344.000000 Penalty: 5951.558594
	Iteration 15Q: 3 clusters Score -2.035034e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 149899 members 
Entering Unmasked Estep 
Score: -20350784.000000 Penalty: 5951.558594
	Iteration 16Q: 3 clusters Score -2.035078e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -20351070.000000 Penalty: 5951.558594
	Iteration 17Q: 3 clusters Score -2.035107e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -20351224.000000 Penalty: 5951.558594
	Iteration 18Q: 3 clusters Score -2.035122e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -20351350.000000 Penalty: 5951.558594
	Iteration 19Q: 3 clusters Score -2.035135e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -20351408.000000 Penalty: 5951.558594
	Iteration 20F: 3 clusters Score -2.035141e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -20351382.000000 Penalty: 5951.558594
	Iteration 21Q: 3 clusters Score -2.035138e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -20351456.000000 Penalty: 5951.558594
	Iteration 22Q: 3 clusters Score -2.035146e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -20351526.000000 Penalty: 5951.558594
	Iteration 23Q: 3 clusters Score -2.035153e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 153398 members 
Entering Unmasked Estep 
Score: -20351558.000000 Penalty: 5951.558594
	Iteration 24Q: 3 clusters Score -2.035156e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -20351574.000000 Penalty: 5951.558594
	Iteration 25Q: 3 clusters Score -2.035157e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -20351590.000000 Penalty: 5951.558594
	Iteration 26Q: 3 clusters Score -2.035159e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -20351652.000000 Penalty: 5951.558594
	Iteration 27Q: 3 clusters Score -2.035165e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 154288 members 
Entering Unmasked Estep 
Score: -20351628.000000 Penalty: 5951.558594
	Iteration 28Q: 3 clusters Score -2.035163e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -20351664.000000 Penalty: 5951.558594
	Iteration 29Q: 3 clusters Score -2.035166e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 154622 members 
Entering Unmasked Estep 
Score: -20351618.000000 Penalty: 5951.558594
	Iteration 30Q: 3 clusters Score -2.035162e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -20351596.000000 Penalty: 5951.558594
	Iteration 31Q: 3 clusters Score -2.03516e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -20351614.000000 Penalty: 5951.558594
	Iteration 32Q: 3 clusters Score -2.035161e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -20351610.000000 Penalty: 5951.558594
	Iteration 33Q: 3 clusters Score -2.035161e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -20351620.000000 Penalty: 5951.558594
	Iteration 34Q: 3 clusters Score -2.035162e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -20351624.000000 Penalty: 5951.558594
	Iteration 35Q: 3 clusters Score -2.035162e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -20351622.000000 Penalty: 5951.558594
	Iteration 36Q: 3 clusters Score -2.035162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 155476 members 
Entering Unmasked Estep 
Score: -20351650.000000 Penalty: 5951.558594
	Iteration 37Q: 3 clusters Score -2.035165e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 155563 members 
Entering Unmasked Estep 
Score: -20351630.000000 Penalty: 5951.558594
	Iteration 38Q: 3 clusters Score -2.035163e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 155644 members 
Entering Unmasked Estep 
Score: -20351612.000000 Penalty: 5951.558594
	Iteration 39Q: 3 clusters Score -2.035161e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -20351624.000000 Penalty: 5951.558594
	Iteration 40F: 3 clusters Score -2.035162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5951.558594
	Iteration 41Q: 3 clusters Score -2.035164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 155837 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5951.558594
	Iteration 42Q: 3 clusters Score -2.035164e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -20351674.000000 Penalty: 5951.558594
	Iteration 43Q: 3 clusters Score -2.035167e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -20351660.000000 Penalty: 5951.558594
	Iteration 44Q: 3 clusters Score -2.035166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 155957 members 
Entering Unmasked Estep 
Score: -20351666.000000 Penalty: 5951.558594
	Iteration 45Q: 3 clusters Score -2.035167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -20351648.000000 Penalty: 5951.558594
	Iteration 46Q: 3 clusters Score -2.035165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 156003 members 
Entering Unmasked Estep 
Score: -20351648.000000 Penalty: 5951.558594
	Iteration 47Q: 3 clusters Score -2.035165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -20351652.000000 Penalty: 5951.558594
	Iteration 48Q: 3 clusters Score -2.035165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 156023 members 
Entering Unmasked Estep 
Score: -20351652.000000 Penalty: 5951.558594
	Iteration 49Q: 3 clusters Score -2.035165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -20351680.000000 Penalty: 5951.558594
	Iteration 50Q: 3 clusters Score -2.035168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -20351680.000000 Penalty: 5951.558594
	Iteration 51Q: 3 clusters Score -2.035168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -20351660.000000 Penalty: 5951.558594
	Iteration 52Q: 3 clusters Score -2.035166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -20351646.000000 Penalty: 5951.558594
	Iteration 53Q: 3 clusters Score -2.035165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 156060 members 
Entering Unmasked Estep 
Score: -20351658.000000 Penalty: 5951.558594
	Iteration 54Q: 3 clusters Score -2.035166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -20351658.000000 Penalty: 5951.558594
	Iteration 55Q: 3 clusters Score -2.035166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
Score: -20351660.000000 Penalty: 5951.558594
	Iteration 56Q: 3 clusters Score -2.035166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -20351670.000000 Penalty: 5951.558594
	Iteration 57Q: 3 clusters Score -2.035167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -20351660.000000 Penalty: 5951.558594
	Iteration 58Q: 3 clusters Score -2.035166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5951.558594
	Iteration 59Q: 3 clusters Score -2.035164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -20351648.000000 Penalty: 5951.558594
	Iteration 60F: 3 clusters Score -2.035165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -20351648.000000 Penalty: 5951.558594
	Iteration 61Q: 3 clusters Score -2.035165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -20351648.000000 Penalty: 5951.558594
	Iteration 62Q: 3 clusters Score -2.035165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 156133 members 
Entering Unmasked Estep 
Score: -20351640.000000 Penalty: 5951.558594
	Iteration 63Q: 3 clusters Score -2.035164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -20351656.000000 Penalty: 5951.558594
	Iteration 64Q: 3 clusters Score -2.035166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 156143 members 
Entering Unmasked Estep 
Score: -20351634.000000 Penalty: 5951.558594
	Iteration 65Q: 3 clusters Score -2.035163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5951.558594
	Iteration 66Q: 3 clusters Score -2.035164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 156155 members 
Entering Unmasked Estep 
Score: -20351644.000000 Penalty: 5951.558594
	Iteration 67Q: 3 clusters Score -2.035164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 156159 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5951.558594
	Iteration 68Q: 3 clusters Score -2.035164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 156163 members 
Entering Unmasked Estep 
Score: -20351638.000000 Penalty: 5951.558594
	Iteration 69Q: 3 clusters Score -2.035164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -20351630.000000 Penalty: 5951.558594
	Iteration 70Q: 3 clusters Score -2.035163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -20351646.000000 Penalty: 5951.558594
	Iteration 71Q: 3 clusters Score -2.035165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -20351650.000000 Penalty: 5951.558594
	Iteration 72Q: 3 clusters Score -2.035165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -20351664.000000 Penalty: 5951.558594
	Iteration 73Q: 3 clusters Score -2.035166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -20351646.000000 Penalty: 5951.558594
	Iteration 74Q: 3 clusters Score -2.035165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
Score: -20351648.000000 Penalty: 5951.558594
	Iteration 75Q: 3 clusters Score -2.035165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -20351646.000000 Penalty: 5951.558594
	Iteration 76Q: 3 clusters Score -2.035165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -20351644.000000 Penalty: 5951.558594
	Iteration 77Q: 3 clusters Score -2.035164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5951.558594
	Iteration 78Q: 3 clusters Score -2.035164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -20351632.000000 Penalty: 5951.558594
	Iteration 79Q: 3 clusters Score -2.035163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 156211 members 
Entering Unmasked Estep 
Score: -20351616.000000 Penalty: 5951.558594
	Iteration 80F: 3 clusters Score -2.035162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -20351630.000000 Penalty: 5951.558594
	Iteration 81Q: 3 clusters Score -2.035163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -20351640.000000 Penalty: 5951.558594
	Iteration 82Q: 3 clusters Score -2.035164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -20351626.000000 Penalty: 5951.558594
	Iteration 83Q: 3 clusters Score -2.035163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -20351644.000000 Penalty: 5951.558594
	Iteration 84Q: 3 clusters Score -2.035164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -20351640.000000 Penalty: 5951.558594
	Iteration 85Q: 3 clusters Score -2.035164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -20351646.000000 Penalty: 5951.558594
	Iteration 86Q: 3 clusters Score -2.035165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -20351638.000000 Penalty: 5951.558594
	Iteration 87Q: 3 clusters Score -2.035164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -20351640.000000 Penalty: 5951.558594
	Iteration 88Q: 3 clusters Score -2.035164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 156240 members 
Entering Unmasked Estep 
Score: -20351650.000000 Penalty: 5951.558594
	Iteration 89Q: 3 clusters Score -2.035165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 156241 members 
Entering Unmasked Estep 
Score: -20351666.000000 Penalty: 5951.558594
	Iteration 90Q: 3 clusters Score -2.035167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -20351654.000000 Penalty: 5951.558594
	Iteration 91Q: 3 clusters Score -2.035165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -20351658.000000 Penalty: 5951.558594
	Iteration 92Q: 3 clusters Score -2.035166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -20351652.000000 Penalty: 5951.558594
	Iteration 93Q: 3 clusters Score -2.035165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -20351652.000000 Penalty: 5951.558594
	Iteration 94F: 3 clusters Score -2.035165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17466 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 178472 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89834 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 171645 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 156243 members 
Entering Unmasked Estep 
Score: -105753168.000000 Penalty: 77923.179688
Splitting cluster 5 changes total score from -105753680.000000 to -105753168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -74853.687500 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -74853.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73185.179688 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -73185.18 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73447.289062 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -73447.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73608.671875 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -73608.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73746.843750 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -73746.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73890.570312 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -73890.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74072.148438 Penalty: 3220.901855
	Iteration 5F: 3 clusters Score -74072.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74306.250000 Penalty: 3220.901855
	Iteration 6F: 3 clusters Score -74306.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74719.726562 Penalty: 3220.901855
	Iteration 7F: 3 clusters Score -74719.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75139.320312 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -75139.32 nChanged 15
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: -75213.414062 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -75213.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75242.226562 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -75242.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75265.148438 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -75265.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75279.960938 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -75279.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75279.960938 Penalty: 3220.901855
	Iteration 13F: 3 clusters Score -75279.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17466 members 
Mstep: Class 5 contains 162610 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 178472 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89834 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 171645 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 322 members 
Entering Unmasked Estep 
Score: -105752296.000000 Penalty: 77923.179688
Splitting cluster 6 changes total score from -105753680.000000 to -105752296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -244292.750000 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -244292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -241655.437500 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -241655.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242164.875000 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -242164.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242367.843750 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -242367.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242524.937500 Penalty: 3769.799561
	Iteration 3F: 3 clusters Score -242524.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -242697.187500 Penalty: 3769.799561
	Iteration 4F: 3 clusters Score -242697.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -242891.343750 Penalty: 3769.799561
	Iteration 5F: 3 clusters Score -242891.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -243084.578125 Penalty: 3769.799561
	Iteration 6F: 3 clusters Score -243084.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -243285.359375 Penalty: 3769.799561
	Iteration 7F: 3 clusters Score -243285.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -243415.859375 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -243415.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -243513.140625 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -243513.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -243591.921875 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -243591.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -243654.125000 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -243654.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -243714.484375 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -243714.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -243758.062500 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -243758.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -243782.546875 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -243782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -243795.640625 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -243795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -243801.359375 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -243801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243802.656250 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -243802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -243804.703125 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -243804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -243806.093750 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -243806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -243806.625000 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -243806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -243807.171875 Penalty: 3769.799561
	Iteration 21Q: 3 clusters Score -243807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -243807.734375 Penalty: 3769.799561
	Iteration 22Q: 3 clusters Score -243807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -243808.546875 Penalty: 3769.799561
	Iteration 23Q: 3 clusters Score -243808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -243812.171875 Penalty: 3769.799561
	Iteration 24Q: 3 clusters Score -243812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -243815.296875 Penalty: 3769.799561
	Iteration 25Q: 3 clusters Score -243815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -243819.453125 Penalty: 3769.799561
	Iteration 26Q: 3 clusters Score -243819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -243821.406250 Penalty: 3769.799561
	Iteration 27Q: 3 clusters Score -243821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -243821.921875 Penalty: 3769.799561
	Iteration 28Q: 3 clusters Score -243821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -243821.921875 Penalty: 3769.799561
	Iteration 29F: 3 clusters Score -243821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178472 members 
Entering Unmasked Estep 
Score: -22519744.000000 Penalty: 2998.862305
	Iteration 0F: 2 clusters Score -2.251974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -22408522.000000 Penalty: 5997.724609
	Iteration 0F: 3 clusters Score -2.240852e+07 nChanged 85582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 89109 members 
Entering Unmasked Estep 
Score: -22458488.000000 Penalty: 5997.724609
	Iteration 1F: 3 clusters Score -2.245849e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -22459044.000000 Penalty: 5997.724609
	Iteration 2Q: 3 clusters Score -2.245904e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -22460084.000000 Penalty: 5997.724609
	Iteration 3Q: 3 clusters Score -2.246008e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -22461044.000000 Penalty: 5997.724609
	Iteration 4Q: 3 clusters Score -2.246104e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -22461918.000000 Penalty: 5997.724609
	Iteration 5Q: 3 clusters Score -2.246192e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -22463076.000000 Penalty: 5997.724609
	Iteration 6Q: 3 clusters Score -2.246308e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -22464650.000000 Penalty: 5997.724609
	Iteration 7Q: 3 clusters Score -2.246465e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -22467056.000000 Penalty: 5997.724609
	Iteration 8Q: 3 clusters Score -2.246706e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -22471100.000000 Penalty: 5997.724609
	Iteration 9Q: 3 clusters Score -2.24711e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -22477640.000000 Penalty: 5997.724609
	Iteration 10F: 3 clusters Score -2.247764e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111359 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -22485836.000000 Penalty: 5997.724609
	Iteration 11F: 3 clusters Score -2.248584e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -22492640.000000 Penalty: 5997.724609
	Iteration 12F: 3 clusters Score -2.249264e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -22495884.000000 Penalty: 5997.724609
	Iteration 13Q: 3 clusters Score -2.249588e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -22497280.000000 Penalty: 5997.724609
	Iteration 14Q: 3 clusters Score -2.249728e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -22498308.000000 Penalty: 5997.724609
	Iteration 15Q: 3 clusters Score -2.249831e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129053 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -22499434.000000 Penalty: 5997.724609
	Iteration 16Q: 3 clusters Score -2.249943e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -22500520.000000 Penalty: 5997.724609
	Iteration 17Q: 3 clusters Score -2.250052e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136546 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -22501770.000000 Penalty: 5997.724609
	Iteration 18Q: 3 clusters Score -2.250177e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -22503230.000000 Penalty: 5997.724609
	Iteration 19Q: 3 clusters Score -2.250323e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -22504866.000000 Penalty: 5997.724609
	Iteration 20F: 3 clusters Score -2.250487e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -22506410.000000 Penalty: 5997.724609
	Iteration 21Q: 3 clusters Score -2.250641e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -22508352.000000 Penalty: 5997.724609
	Iteration 22Q: 3 clusters Score -2.250835e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -22510228.000000 Penalty: 5997.724609
	Iteration 23Q: 3 clusters Score -2.251023e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -22511610.000000 Penalty: 5997.724609
	Iteration 24Q: 3 clusters Score -2.251161e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -22512934.000000 Penalty: 5997.724609
	Iteration 25Q: 3 clusters Score -2.251293e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -22513942.000000 Penalty: 5997.724609
	Iteration 26Q: 3 clusters Score -2.251394e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -22514726.000000 Penalty: 5997.724609
	Iteration 27Q: 3 clusters Score -2.251473e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -22515298.000000 Penalty: 5997.724609
	Iteration 28Q: 3 clusters Score -2.25153e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -22515864.000000 Penalty: 5997.724609
	Iteration 29Q: 3 clusters Score -2.251586e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174223 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -22516352.000000 Penalty: 5997.724609
	Iteration 30Q: 3 clusters Score -2.251635e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22516714.000000 Penalty: 5997.724609
	Iteration 31Q: 3 clusters Score -2.251671e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -22516974.000000 Penalty: 5997.724609
	Iteration 32Q: 3 clusters Score -2.251697e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176120 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -22517146.000000 Penalty: 5997.724609
	Iteration 33Q: 3 clusters Score -2.251715e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176436 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22517248.000000 Penalty: 5997.724609
	Iteration 34Q: 3 clusters Score -2.251725e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176666 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22517292.000000 Penalty: 5997.724609
	Iteration 35Q: 3 clusters Score -2.251729e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176827 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22517420.000000 Penalty: 5997.724609
	Iteration 36Q: 3 clusters Score -2.251742e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176960 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22517506.000000 Penalty: 5997.724609
	Iteration 37Q: 3 clusters Score -2.251751e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177037 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22517576.000000 Penalty: 5997.724609
	Iteration 38Q: 3 clusters Score -2.251758e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -22517594.000000 Penalty: 5997.724609
	Iteration 39Q: 3 clusters Score -2.251759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22517586.000000 Penalty: 5997.724609
	Iteration 40F: 3 clusters Score -2.251759e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177181 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22517636.000000 Penalty: 5997.724609
	Iteration 41Q: 3 clusters Score -2.251764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177216 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -22517642.000000 Penalty: 5997.724609
	Iteration 42Q: 3 clusters Score -2.251764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22517664.000000 Penalty: 5997.724609
	Iteration 43Q: 3 clusters Score -2.251766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177273 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22517658.000000 Penalty: 5997.724609
	Iteration 44Q: 3 clusters Score -2.251766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22517652.000000 Penalty: 5997.724609
	Iteration 45Q: 3 clusters Score -2.251765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -22517632.000000 Penalty: 5997.724609
	Iteration 46Q: 3 clusters Score -2.251763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177322 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22517632.000000 Penalty: 5997.724609
	Iteration 47Q: 3 clusters Score -2.251763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22517662.000000 Penalty: 5997.724609
	Iteration 48Q: 3 clusters Score -2.251766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -22517658.000000 Penalty: 5997.724609
	Iteration 49Q: 3 clusters Score -2.251766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22517686.000000 Penalty: 5997.724609
	Iteration 50Q: 3 clusters Score -2.251769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22517688.000000 Penalty: 5997.724609
	Iteration 51Q: 3 clusters Score -2.251769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -22517674.000000 Penalty: 5997.724609
	Iteration 52Q: 3 clusters Score -2.251767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177379 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22517676.000000 Penalty: 5997.724609
	Iteration 53Q: 3 clusters Score -2.251768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177389 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22517670.000000 Penalty: 5997.724609
	Iteration 54Q: 3 clusters Score -2.251767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177395 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -22517672.000000 Penalty: 5997.724609
	Iteration 55Q: 3 clusters Score -2.251767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22517678.000000 Penalty: 5997.724609
	Iteration 56Q: 3 clusters Score -2.251768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177406 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22517674.000000 Penalty: 5997.724609
	Iteration 57Q: 3 clusters Score -2.251767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177412 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -22517680.000000 Penalty: 5997.724609
	Iteration 58Q: 3 clusters Score -2.251768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177415 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22517698.000000 Penalty: 5997.724609
	Iteration 59Q: 3 clusters Score -2.25177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177422 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22517694.000000 Penalty: 5997.724609
	Iteration 60F: 3 clusters Score -2.251769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177424 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22517688.000000 Penalty: 5997.724609
	Iteration 61Q: 3 clusters Score -2.251769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177424 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22517688.000000 Penalty: 5997.724609
	Iteration 62F: 3 clusters Score -2.251769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -112106.343750 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -112106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110205.289062 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -110205.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110512.304688 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -110512.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110612.015625 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -110612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110672.265625 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -110672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110702.953125 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -110703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110728.500000 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -110728.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110744.445312 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -110744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110756.070312 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -110756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110768.617188 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -110768.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110778.203125 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -110778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110784.390625 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -110784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110791.226562 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -110791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110803.179688 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -110803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110812.125000 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -110812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110813.601562 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -110813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110814.476562 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -110814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110819.343750 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -110819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110827.445312 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -110827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110833.093750 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -110833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110840.562500 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -110840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110848.195312 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -110848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110855.835938 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -110855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110864.890625 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -110864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110874.070312 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -110874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110878.023438 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -110878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110881.796875 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -110881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110883.476562 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -110883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110885.750000 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -110885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110889.593750 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -110889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110896.210938 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -110896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110906.234375 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -110906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110923.968750 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -110924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110961.664062 Penalty: 3394.500000
	Iteration 32Q: 3 clusters Score -110961.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111001.335938 Penalty: 3394.500000
	Iteration 33Q: 3 clusters Score -111001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111049.898438 Penalty: 3394.500000
	Iteration 34Q: 3 clusters Score -111049.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111100.148438 Penalty: 3394.500000
	Iteration 35Q: 3 clusters Score -111100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111152.796875 Penalty: 3394.500000
	Iteration 36Q: 3 clusters Score -111152.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111224.562500 Penalty: 3394.500000
	Iteration 37Q: 3 clusters Score -111224.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111309.437500 Penalty: 3394.500000
	Iteration 38Q: 3 clusters Score -111309.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111446.453125 Penalty: 3394.500000
	Iteration 39Q: 3 clusters Score -111446.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111664.054688 Penalty: 3394.500000
	Iteration 40F: 3 clusters Score -111664.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111982.390625 Penalty: 3394.500000
	Iteration 41Q: 3 clusters Score -111982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112097.117188 Penalty: 3394.500000
	Iteration 42Q: 3 clusters Score -112097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112112.203125 Penalty: 3394.500000
	Iteration 43Q: 3 clusters Score -112112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112114.000000 Penalty: 3394.500000
	Iteration 44Q: 3 clusters Score -112114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112114.000000 Penalty: 3394.500000
	Iteration 45F: 3 clusters Score -112114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17466 members 
Mstep: Class 5 contains 162610 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 178472 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89834 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 171645 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 528 members 
Entering Unmasked Estep 
Score: -105752064.000000 Penalty: 77923.179688
Splitting cluster 9 changes total score from -105753680.000000 to -105752064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Entering Unmasked Estep 
Score: -1893071.375000 Penalty: 2381.541504
	Iteration 0F: 2 clusters Score -1893071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1882406.500000 Penalty: 4763.083008
	Iteration 0F: 3 clusters Score -1882406 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1885738.250000 Penalty: 4763.083008
	Iteration 1F: 3 clusters Score -1885738 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1886071.875000 Penalty: 4763.083008
	Iteration 2F: 3 clusters Score -1886072 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1886306.375000 Penalty: 4763.083008
	Iteration 3Q: 3 clusters Score -1886306 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1886515.750000 Penalty: 4763.083008
	Iteration 4Q: 3 clusters Score -1886516 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1886743.000000 Penalty: 4763.083008
	Iteration 5Q: 3 clusters Score -1886743 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1887035.875000 Penalty: 4763.083008
	Iteration 6Q: 3 clusters Score -1887036 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1887361.000000 Penalty: 4763.083008
	Iteration 7Q: 3 clusters Score -1887361 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1887696.000000 Penalty: 4763.083008
	Iteration 8Q: 3 clusters Score -1887696 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1888073.375000 Penalty: 4763.083008
	Iteration 9Q: 3 clusters Score -1888073 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1888398.500000 Penalty: 4763.083008
	Iteration 10Q: 3 clusters Score -1888398 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1888700.625000 Penalty: 4763.083008
	Iteration 11Q: 3 clusters Score -1888701 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1888994.375000 Penalty: 4763.083008
	Iteration 12Q: 3 clusters Score -1888994 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1889270.000000 Penalty: 4763.083008
	Iteration 13Q: 3 clusters Score -1889270 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1889507.000000 Penalty: 4763.083008
	Iteration 14Q: 3 clusters Score -1889507 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1889698.125000 Penalty: 4763.083008
	Iteration 15Q: 3 clusters Score -1889698 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1889862.375000 Penalty: 4763.083008
	Iteration 16Q: 3 clusters Score -1889862 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1890014.250000 Penalty: 4763.083008
	Iteration 17Q: 3 clusters Score -1890014 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1890157.500000 Penalty: 4763.083008
	Iteration 18Q: 3 clusters Score -1890158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1890271.500000 Penalty: 4763.083008
	Iteration 19Q: 3 clusters Score -1890272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1890383.750000 Penalty: 4763.083008
	Iteration 20F: 3 clusters Score -1890384 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1890482.750000 Penalty: 4763.083008
	Iteration 21Q: 3 clusters Score -1890483 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1890556.750000 Penalty: 4763.083008
	Iteration 22Q: 3 clusters Score -1890557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1890614.250000 Penalty: 4763.083008
	Iteration 23Q: 3 clusters Score -1890614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1890662.250000 Penalty: 4763.083008
	Iteration 24Q: 3 clusters Score -1890662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1890705.875000 Penalty: 4763.083008
	Iteration 25Q: 3 clusters Score -1890706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1890744.250000 Penalty: 4763.083008
	Iteration 26Q: 3 clusters Score -1890744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1890771.125000 Penalty: 4763.083008
	Iteration 27Q: 3 clusters Score -1890771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1890803.125000 Penalty: 4763.083008
	Iteration 28Q: 3 clusters Score -1890803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1890826.625000 Penalty: 4763.083008
	Iteration 29Q: 3 clusters Score -1890827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1890853.875000 Penalty: 4763.083008
	Iteration 30Q: 3 clusters Score -1890854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1890888.125000 Penalty: 4763.083008
	Iteration 31Q: 3 clusters Score -1890888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1890923.000000 Penalty: 4763.083008
	Iteration 32Q: 3 clusters Score -1890923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1890938.875000 Penalty: 4763.083008
	Iteration 33Q: 3 clusters Score -1890939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1890952.375000 Penalty: 4763.083008
	Iteration 34Q: 3 clusters Score -1890952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1890972.500000 Penalty: 4763.083008
	Iteration 35Q: 3 clusters Score -1890972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1890985.500000 Penalty: 4763.083008
	Iteration 36Q: 3 clusters Score -1890986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1890988.875000 Penalty: 4763.083008
	Iteration 37Q: 3 clusters Score -1890989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1890999.375000 Penalty: 4763.083008
	Iteration 38Q: 3 clusters Score -1890999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1891013.500000 Penalty: 4763.083008
	Iteration 39Q: 3 clusters Score -1891014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1891030.125000 Penalty: 4763.083008
	Iteration 40F: 3 clusters Score -1891030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1891043.250000 Penalty: 4763.083008
	Iteration 41Q: 3 clusters Score -1891043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1891050.500000 Penalty: 4763.083008
	Iteration 42Q: 3 clusters Score -1891050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1891050.625000 Penalty: 4763.083008
	Iteration 43Q: 3 clusters Score -1891051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1891057.875000 Penalty: 4763.083008
	Iteration 44Q: 3 clusters Score -1891058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1891059.125000 Penalty: 4763.083008
	Iteration 45Q: 3 clusters Score -1891059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1891059.750000 Penalty: 4763.083008
	Iteration 46Q: 3 clusters Score -1891060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1891064.250000 Penalty: 4763.083008
	Iteration 47Q: 3 clusters Score -1891064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1891066.875000 Penalty: 4763.083008
	Iteration 48Q: 3 clusters Score -1891067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1891065.750000 Penalty: 4763.083008
	Iteration 49Q: 3 clusters Score -1891066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1891068.750000 Penalty: 4763.083008
	Iteration 50Q: 3 clusters Score -1891069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1891070.000000 Penalty: 4763.083008
	Iteration 51Q: 3 clusters Score -1891070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1891071.250000 Penalty: 4763.083008
	Iteration 52Q: 3 clusters Score -1891071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1891071.250000 Penalty: 4763.083008
	Iteration 53F: 3 clusters Score -1891071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 284 members 
Entering Unmasked Estep 
Score: -66902.445312 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66902.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67095.468750 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67095.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67152.406250 Penalty: 3136.882080
	Iteration 2Q: 3 clusters Score -67152.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67165.359375 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67165.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67174.070312 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67174.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67193.914062 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67193.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67213.484375 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67213.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67228.226562 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67228.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67251.484375 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67251.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67301.921875 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67301.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67376.031250 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -67376.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67406.312500 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -67406.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67418.945312 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -67418.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67424.695312 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -67424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67424.695312 Penalty: 3136.882080
	Iteration 14F: 3 clusters Score -67424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -31962.671875 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -31962.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30685.207031 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -30685.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30902.994141 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -30902.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31020.236328 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -31020.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31111.316406 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -31111.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31128.968750 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -31128.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31145.539062 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -31145.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31181.525391 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -31181.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31191.453125 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -31191.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31201.423828 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -31201.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31209.509766 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -31209.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31215.726562 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -31215.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31221.302734 Penalty: 2870.301025
	Iteration 11Q: 3 clusters Score -31221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31221.302734 Penalty: 2870.301025
	Iteration 12F: 3 clusters Score -31221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -82891.531250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -82891.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81173.429688 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -81173.43 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81520.039062 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -81520.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81718.085938 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -81718.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81836.750000 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -81836.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81954.773438 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -81954.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82025.976562 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -82025.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82050.742188 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -82050.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82076.070312 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -82076.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82099.656250 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -82099.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82117.695312 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -82117.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82140.515625 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -82140.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82159.242188 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -82159.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82172.359375 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -82172.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82189.195312 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -82189.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82236.656250 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -82236.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82278.578125 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -82278.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82306.601562 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -82306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -82322.085938 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -82322.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82335.000000 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -82335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82342.664062 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -82342.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82348.343750 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -82348.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82355.109375 Penalty: 3270.829102
	Iteration 21Q: 3 clusters Score -82355.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82356.296875 Penalty: 3270.829102
	Iteration 22Q: 3 clusters Score -82356.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82356.296875 Penalty: 3270.829102
	Iteration 23F: 3 clusters Score -82356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (89834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Entering Unmasked Estep 
Score: -11021842.000000 Penalty: 2828.618164
	Iteration 0F: 2 clusters Score -1.102184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -10961819.000000 Penalty: 5657.236328
	Iteration 0F: 3 clusters Score -1.096182e+07 nChanged 42264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -10985509.000000 Penalty: 5657.236328
	Iteration 1F: 3 clusters Score -1.098551e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -10986009.000000 Penalty: 5657.236328
	Iteration 2Q: 3 clusters Score -1.098601e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -10986532.000000 Penalty: 5657.236328
	Iteration 3Q: 3 clusters Score -1.098653e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -10987245.000000 Penalty: 5657.236328
	Iteration 4Q: 3 clusters Score -1.098724e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -10988571.000000 Penalty: 5657.236328
	Iteration 5Q: 3 clusters Score -1.098857e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -10990708.000000 Penalty: 5657.236328
	Iteration 6Q: 3 clusters Score -1.099071e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -10994417.000000 Penalty: 5657.236328
	Iteration 7F: 3 clusters Score -1.099442e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -11000233.000000 Penalty: 5657.236328
	Iteration 8F: 3 clusters Score -1.100023e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -11006753.000000 Penalty: 5657.236328
	Iteration 9F: 3 clusters Score -1.100675e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -11012154.000000 Penalty: 5657.236328
	Iteration 10F: 3 clusters Score -1.101215e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -11015509.000000 Penalty: 5657.236328
	Iteration 11Q: 3 clusters Score -1.101551e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -11017249.000000 Penalty: 5657.236328
	Iteration 12Q: 3 clusters Score -1.101725e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -11018274.000000 Penalty: 5657.236328
	Iteration 13Q: 3 clusters Score -1.101827e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -11018792.000000 Penalty: 5657.236328
	Iteration 14Q: 3 clusters Score -1.101879e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -11019026.000000 Penalty: 5657.236328
	Iteration 15Q: 3 clusters Score -1.101903e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -11019217.000000 Penalty: 5657.236328
	Iteration 16Q: 3 clusters Score -1.101922e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -11019374.000000 Penalty: 5657.236328
	Iteration 17Q: 3 clusters Score -1.101937e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -11019421.000000 Penalty: 5657.236328
	Iteration 18Q: 3 clusters Score -1.101942e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -11019477.000000 Penalty: 5657.236328
	Iteration 19Q: 3 clusters Score -1.101948e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -11019531.000000 Penalty: 5657.236328
	Iteration 20F: 3 clusters Score -1.101953e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -11019562.000000 Penalty: 5657.236328
	Iteration 21Q: 3 clusters Score -1.101956e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -11019575.000000 Penalty: 5657.236328
	Iteration 22Q: 3 clusters Score -1.101958e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -11019590.000000 Penalty: 5657.236328
	Iteration 23Q: 3 clusters Score -1.101959e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -11019603.000000 Penalty: 5657.236328
	Iteration 24Q: 3 clusters Score -1.10196e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -11019626.000000 Penalty: 5657.236328
	Iteration 25Q: 3 clusters Score -1.101963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -11019650.000000 Penalty: 5657.236328
	Iteration 26Q: 3 clusters Score -1.101965e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -11019674.000000 Penalty: 5657.236328
	Iteration 27Q: 3 clusters Score -1.101967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -11019686.000000 Penalty: 5657.236328
	Iteration 28Q: 3 clusters Score -1.101969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -11019694.000000 Penalty: 5657.236328
	Iteration 29Q: 3 clusters Score -1.101969e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -11019710.000000 Penalty: 5657.236328
	Iteration 30Q: 3 clusters Score -1.101971e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -11019721.000000 Penalty: 5657.236328
	Iteration 31Q: 3 clusters Score -1.101972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -11019738.000000 Penalty: 5657.236328
	Iteration 32Q: 3 clusters Score -1.101974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -11019756.000000 Penalty: 5657.236328
	Iteration 33Q: 3 clusters Score -1.101976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -11019753.000000 Penalty: 5657.236328
	Iteration 34Q: 3 clusters Score -1.101975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -11019740.000000 Penalty: 5657.236328
	Iteration 35Q: 3 clusters Score -1.101974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -11019757.000000 Penalty: 5657.236328
	Iteration 36Q: 3 clusters Score -1.101976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -11019765.000000 Penalty: 5657.236328
	Iteration 37Q: 3 clusters Score -1.101976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -11019780.000000 Penalty: 5657.236328
	Iteration 38Q: 3 clusters Score -1.101978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -11019789.000000 Penalty: 5657.236328
	Iteration 39Q: 3 clusters Score -1.101979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -11019802.000000 Penalty: 5657.236328
	Iteration 40F: 3 clusters Score -1.10198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -11019811.000000 Penalty: 5657.236328
	Iteration 41Q: 3 clusters Score -1.101981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -11019816.000000 Penalty: 5657.236328
	Iteration 42Q: 3 clusters Score -1.101982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -11019820.000000 Penalty: 5657.236328
	Iteration 43Q: 3 clusters Score -1.101982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -11019837.000000 Penalty: 5657.236328
	Iteration 44Q: 3 clusters Score -1.101984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -11019845.000000 Penalty: 5657.236328
	Iteration 45Q: 3 clusters Score -1.101984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -11019861.000000 Penalty: 5657.236328
	Iteration 46Q: 3 clusters Score -1.101986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -11019887.000000 Penalty: 5657.236328
	Iteration 47Q: 3 clusters Score -1.101989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -11019888.000000 Penalty: 5657.236328
	Iteration 48Q: 3 clusters Score -1.101989e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -11019891.000000 Penalty: 5657.236328
	Iteration 49Q: 3 clusters Score -1.101989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -11019903.000000 Penalty: 5657.236328
	Iteration 50Q: 3 clusters Score -1.10199e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -11019926.000000 Penalty: 5657.236328
	Iteration 51Q: 3 clusters Score -1.101993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -11019909.000000 Penalty: 5657.236328
	Iteration 52Q: 3 clusters Score -1.101991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -11019911.000000 Penalty: 5657.236328
	Iteration 53Q: 3 clusters Score -1.101991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -11019922.000000 Penalty: 5657.236328
	Iteration 54Q: 3 clusters Score -1.101992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -11019915.000000 Penalty: 5657.236328
	Iteration 55Q: 3 clusters Score -1.101992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -11019917.000000 Penalty: 5657.236328
	Iteration 56Q: 3 clusters Score -1.101992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -11019932.000000 Penalty: 5657.236328
	Iteration 57Q: 3 clusters Score -1.101993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -11019938.000000 Penalty: 5657.236328
	Iteration 58Q: 3 clusters Score -1.101994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -11019946.000000 Penalty: 5657.236328
	Iteration 59Q: 3 clusters Score -1.101995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -11019936.000000 Penalty: 5657.236328
	Iteration 60F: 3 clusters Score -1.101994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -11019953.000000 Penalty: 5657.236328
	Iteration 61Q: 3 clusters Score -1.101995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -11019966.000000 Penalty: 5657.236328
	Iteration 62Q: 3 clusters Score -1.101997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -11019967.000000 Penalty: 5657.236328
	Iteration 63Q: 3 clusters Score -1.101997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -11019959.000000 Penalty: 5657.236328
	Iteration 64Q: 3 clusters Score -1.101996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -11019954.000000 Penalty: 5657.236328
	Iteration 65Q: 3 clusters Score -1.101995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -11019964.000000 Penalty: 5657.236328
	Iteration 66Q: 3 clusters Score -1.101996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -11019969.000000 Penalty: 5657.236328
	Iteration 67Q: 3 clusters Score -1.101997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -11019983.000000 Penalty: 5657.236328
	Iteration 68Q: 3 clusters Score -1.101998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -11019985.000000 Penalty: 5657.236328
	Iteration 69Q: 3 clusters Score -1.101998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -11019965.000000 Penalty: 5657.236328
	Iteration 70Q: 3 clusters Score -1.101996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -11019969.000000 Penalty: 5657.236328
	Iteration 71Q: 3 clusters Score -1.101997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -11019987.000000 Penalty: 5657.236328
	Iteration 72Q: 3 clusters Score -1.101999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -11019988.000000 Penalty: 5657.236328
	Iteration 73Q: 3 clusters Score -1.101999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -11019995.000000 Penalty: 5657.236328
	Iteration 74Q: 3 clusters Score -1.102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -11020005.000000 Penalty: 5657.236328
	Iteration 75Q: 3 clusters Score -1.102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -11019989.000000 Penalty: 5657.236328
	Iteration 76Q: 3 clusters Score -1.101999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -11019997.000000 Penalty: 5657.236328
	Iteration 77Q: 3 clusters Score -1.102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -11019985.000000 Penalty: 5657.236328
	Iteration 78Q: 3 clusters Score -1.101998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -11019987.000000 Penalty: 5657.236328
	Iteration 79Q: 3 clusters Score -1.101999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -11019988.000000 Penalty: 5657.236328
	Iteration 80F: 3 clusters Score -1.101999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -11019989.000000 Penalty: 5657.236328
	Iteration 81Q: 3 clusters Score -1.101999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -11019994.000000 Penalty: 5657.236328
	Iteration 82Q: 3 clusters Score -1.101999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -11020012.000000 Penalty: 5657.236328
	Iteration 83Q: 3 clusters Score -1.102001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -11020009.000000 Penalty: 5657.236328
	Iteration 84Q: 3 clusters Score -1.102001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -11020016.000000 Penalty: 5657.236328
	Iteration 85Q: 3 clusters Score -1.102002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -11020016.000000 Penalty: 5657.236328
	Iteration 86Q: 3 clusters Score -1.102002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -11020012.000000 Penalty: 5657.236328
	Iteration 87Q: 3 clusters Score -1.102001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -11020030.000000 Penalty: 5657.236328
	Iteration 88Q: 3 clusters Score -1.102003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -11020029.000000 Penalty: 5657.236328
	Iteration 89Q: 3 clusters Score -1.102003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -11020036.000000 Penalty: 5657.236328
	Iteration 90Q: 3 clusters Score -1.102004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -11020047.000000 Penalty: 5657.236328
	Iteration 91Q: 3 clusters Score -1.102005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -11020052.000000 Penalty: 5657.236328
	Iteration 92Q: 3 clusters Score -1.102005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -11020053.000000 Penalty: 5657.236328
	Iteration 93Q: 3 clusters Score -1.102005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -11020072.000000 Penalty: 5657.236328
	Iteration 94Q: 3 clusters Score -1.102007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -11020077.000000 Penalty: 5657.236328
	Iteration 95Q: 3 clusters Score -1.102008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -11020082.000000 Penalty: 5657.236328
	Iteration 96Q: 3 clusters Score -1.102008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -11020093.000000 Penalty: 5657.236328
	Iteration 97Q: 3 clusters Score -1.102009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -11020091.000000 Penalty: 5657.236328
	Iteration 98Q: 3 clusters Score -1.102009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -11020106.000000 Penalty: 5657.236328
	Iteration 99Q: 3 clusters Score -1.102011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -11020108.000000 Penalty: 5657.236328
	Iteration 100F: 3 clusters Score -1.102011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -11020108.000000 Penalty: 5657.236328
	Iteration 101Q: 3 clusters Score -1.102011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -11020112.000000 Penalty: 5657.236328
	Iteration 102Q: 3 clusters Score -1.102011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -11020106.000000 Penalty: 5657.236328
	Iteration 103Q: 3 clusters Score -1.102011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -11020106.000000 Penalty: 5657.236328
	Iteration 104Q: 3 clusters Score -1.102011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -11020109.000000 Penalty: 5657.236328
	Iteration 105Q: 3 clusters Score -1.102011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -11020106.000000 Penalty: 5657.236328
	Iteration 106Q: 3 clusters Score -1.102011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -11020109.000000 Penalty: 5657.236328
	Iteration 107Q: 3 clusters Score -1.102011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -11020122.000000 Penalty: 5657.236328
	Iteration 108Q: 3 clusters Score -1.102012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -11020133.000000 Penalty: 5657.236328
	Iteration 109Q: 3 clusters Score -1.102013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -11020141.000000 Penalty: 5657.236328
	Iteration 110Q: 3 clusters Score -1.102014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -11020134.000000 Penalty: 5657.236328
	Iteration 111Q: 3 clusters Score -1.102013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -11020125.000000 Penalty: 5657.236328
	Iteration 112Q: 3 clusters Score -1.102012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -11020120.000000 Penalty: 5657.236328
	Iteration 113Q: 3 clusters Score -1.102012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -11020129.000000 Penalty: 5657.236328
	Iteration 114Q: 3 clusters Score -1.102013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -11020133.000000 Penalty: 5657.236328
	Iteration 115Q: 3 clusters Score -1.102013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -11020133.000000 Penalty: 5657.236328
	Iteration 116Q: 3 clusters Score -1.102013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -11020133.000000 Penalty: 5657.236328
	Iteration 117F: 3 clusters Score -1.102013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -78469.835938 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -78469.84 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 371 members 
Entering Unmasked Estep 
Score: -76755.757812 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -76755.76 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77056.382812 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -77056.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77176.695312 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -77176.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77243.203125 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -77243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77309.335938 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -77309.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77412.406250 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -77412.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77510.773438 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -77510.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77649.562500 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -77649.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77777.984375 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -77777.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77815.953125 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -77815.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77879.679688 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -77879.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77942.312500 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -77942.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78014.484375 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -78014.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78063.148438 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -78063.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78094.695312 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -78094.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78122.398438 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -78122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78137.335938 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -78137.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78144.531250 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -78144.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78148.242188 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -78148.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78154.734375 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -78154.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78175.875000 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -78175.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78188.273438 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -78188.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78189.523438 Penalty: 3265.371094
	Iteration 22Q: 3 clusters Score -78189.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78189.523438 Penalty: 3265.371094
	Iteration 23F: 3 clusters Score -78189.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1599227.875000 Penalty: 2340.454590
	Iteration 0F: 2 clusters Score -1599228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1589922.875000 Penalty: 4680.909180
	Iteration 0F: 3 clusters Score -1589923 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1592782.875000 Penalty: 4680.909180
	Iteration 1F: 3 clusters Score -1592783 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1593311.500000 Penalty: 4680.909180
	Iteration 2F: 3 clusters Score -1593312 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1593888.250000 Penalty: 4680.909180
	Iteration 3F: 3 clusters Score -1593888 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1594627.875000 Penalty: 4680.909180
	Iteration 4F: 3 clusters Score -1594628 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1595366.625000 Penalty: 4680.909180
	Iteration 5F: 3 clusters Score -1595367 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1596067.125000 Penalty: 4680.909180
	Iteration 6F: 3 clusters Score -1596067 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1596708.000000 Penalty: 4680.909180
	Iteration 7F: 3 clusters Score -1596708 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1597166.875000 Penalty: 4680.909180
	Iteration 8Q: 3 clusters Score -1597167 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1597469.625000 Penalty: 4680.909180
	Iteration 9Q: 3 clusters Score -1597470 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1597663.125000 Penalty: 4680.909180
	Iteration 10Q: 3 clusters Score -1597663 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1597785.875000 Penalty: 4680.909180
	Iteration 11Q: 3 clusters Score -1597786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1597851.000000 Penalty: 4680.909180
	Iteration 12Q: 3 clusters Score -1597851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1597893.625000 Penalty: 4680.909180
	Iteration 13Q: 3 clusters Score -1597894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1597918.125000 Penalty: 4680.909180
	Iteration 14Q: 3 clusters Score -1597918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1597937.750000 Penalty: 4680.909180
	Iteration 15Q: 3 clusters Score -1597938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1597961.125000 Penalty: 4680.909180
	Iteration 16Q: 3 clusters Score -1597961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1597976.875000 Penalty: 4680.909180
	Iteration 17Q: 3 clusters Score -1597977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1597987.750000 Penalty: 4680.909180
	Iteration 18Q: 3 clusters Score -1597988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1597997.500000 Penalty: 4680.909180
	Iteration 19Q: 3 clusters Score -1597998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1598001.625000 Penalty: 4680.909180
	Iteration 20F: 3 clusters Score -1598002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1598007.250000 Penalty: 4680.909180
	Iteration 21Q: 3 clusters Score -1598007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1598014.500000 Penalty: 4680.909180
	Iteration 22Q: 3 clusters Score -1598014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1598024.000000 Penalty: 4680.909180
	Iteration 23Q: 3 clusters Score -1598024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1598029.125000 Penalty: 4680.909180
	Iteration 24Q: 3 clusters Score -1598029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1598029.375000 Penalty: 4680.909180
	Iteration 25Q: 3 clusters Score -1598029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1598034.125000 Penalty: 4680.909180
	Iteration 26Q: 3 clusters Score -1598034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1598037.500000 Penalty: 4680.909180
	Iteration 27Q: 3 clusters Score -1598038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1598041.375000 Penalty: 4680.909180
	Iteration 28Q: 3 clusters Score -1598041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1598046.125000 Penalty: 4680.909180
	Iteration 29Q: 3 clusters Score -1598046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1598047.000000 Penalty: 4680.909180
	Iteration 30Q: 3 clusters Score -1598047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1598046.875000 Penalty: 4680.909180
	Iteration 31Q: 3 clusters Score -1598047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1598050.125000 Penalty: 4680.909180
	Iteration 32Q: 3 clusters Score -1598050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1598051.250000 Penalty: 4680.909180
	Iteration 33Q: 3 clusters Score -1598051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1598054.125000 Penalty: 4680.909180
	Iteration 34Q: 3 clusters Score -1598054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1598055.500000 Penalty: 4680.909180
	Iteration 35Q: 3 clusters Score -1598056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1598054.875000 Penalty: 4680.909180
	Iteration 36Q: 3 clusters Score -1598055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1598054.875000 Penalty: 4680.909180
	Iteration 37F: 3 clusters Score -1598055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171645 members 
Entering Unmasked Estep 
Score: -21547964.000000 Penalty: 2989.189453
	Iteration 0F: 2 clusters Score -2.154796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -21436514.000000 Penalty: 5978.378906
	Iteration 0F: 3 clusters Score -2.143651e+07 nChanged 82057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -21483822.000000 Penalty: 5978.378906
	Iteration 1F: 3 clusters Score -2.148382e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -21484534.000000 Penalty: 5978.378906
	Iteration 2Q: 3 clusters Score -2.148453e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -21485456.000000 Penalty: 5978.378906
	Iteration 3Q: 3 clusters Score -2.148546e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -21486630.000000 Penalty: 5978.378906
	Iteration 4Q: 3 clusters Score -2.148663e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -21489000.000000 Penalty: 5978.378906
	Iteration 5Q: 3 clusters Score -2.1489e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -21493648.000000 Penalty: 5978.378906
	Iteration 6F: 3 clusters Score -2.149365e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123821 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -21502404.000000 Penalty: 5978.378906
	Iteration 7F: 3 clusters Score -2.15024e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -21516138.000000 Penalty: 5978.378906
	Iteration 8F: 3 clusters Score -2.151614e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -21531032.000000 Penalty: 5978.378906
	Iteration 9F: 3 clusters Score -2.153103e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -21540770.000000 Penalty: 5978.378906
	Iteration 10F: 3 clusters Score -2.154077e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170028 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -21544086.000000 Penalty: 5978.378906
	Iteration 11Q: 3 clusters Score -2.154409e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21544960.000000 Penalty: 5978.378906
	Iteration 12Q: 3 clusters Score -2.154496e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171326 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21545116.000000 Penalty: 5978.378906
	Iteration 13Q: 3 clusters Score -2.154512e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21545192.000000 Penalty: 5978.378906
	Iteration 14Q: 3 clusters Score -2.154519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21545250.000000 Penalty: 5978.378906
	Iteration 15Q: 3 clusters Score -2.154525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21545284.000000 Penalty: 5978.378906
	Iteration 16Q: 3 clusters Score -2.154528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21545300.000000 Penalty: 5978.378906
	Iteration 17Q: 3 clusters Score -2.15453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21545306.000000 Penalty: 5978.378906
	Iteration 18Q: 3 clusters Score -2.154531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21545314.000000 Penalty: 5978.378906
	Iteration 19Q: 3 clusters Score -2.154531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21545324.000000 Penalty: 5978.378906
	Iteration 20F: 3 clusters Score -2.154532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21545344.000000 Penalty: 5978.378906
	Iteration 21Q: 3 clusters Score -2.154534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21545328.000000 Penalty: 5978.378906
	Iteration 22Q: 3 clusters Score -2.154533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21545328.000000 Penalty: 5978.378906
	Iteration 23F: 3 clusters Score -2.154533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Entering Unmasked Estep 
Score: -3563842.750000 Penalty: 2539.926025
	Iteration 0F: 2 clusters Score -3563843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3544674.750000 Penalty: 5079.852051
	Iteration 0F: 3 clusters Score -3544675 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3551453.500000 Penalty: 5079.852051
	Iteration 1F: 3 clusters Score -3551454 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3552032.500000 Penalty: 5079.852051
	Iteration 2F: 3 clusters Score -3552032 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3552547.250000 Penalty: 5079.852051
	Iteration 3Q: 3 clusters Score -3552547 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3553076.500000 Penalty: 5079.852051
	Iteration 4Q: 3 clusters Score -3553076 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3553655.250000 Penalty: 5079.852051
	Iteration 5Q: 3 clusters Score -3553655 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3554419.250000 Penalty: 5079.852051
	Iteration 6F: 3 clusters Score -3554419 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3555415.250000 Penalty: 5079.852051
	Iteration 7F: 3 clusters Score -3555415 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3556702.750000 Penalty: 5079.852051
	Iteration 8F: 3 clusters Score -3556703 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3558067.250000 Penalty: 5079.852051
	Iteration 9F: 3 clusters Score -3558067 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3559054.000000 Penalty: 5079.852051
	Iteration 10Q: 3 clusters Score -3559054 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3559562.250000 Penalty: 5079.852051
	Iteration 11Q: 3 clusters Score -3559562 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3559773.750000 Penalty: 5079.852051
	Iteration 12Q: 3 clusters Score -3559774 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3559887.000000 Penalty: 5079.852051
	Iteration 13Q: 3 clusters Score -3559887 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3559980.750000 Penalty: 5079.852051
	Iteration 14Q: 3 clusters Score -3559981 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3560048.000000 Penalty: 5079.852051
	Iteration 15Q: 3 clusters Score -3560048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3560104.500000 Penalty: 5079.852051
	Iteration 16Q: 3 clusters Score -3560104 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3560169.250000 Penalty: 5079.852051
	Iteration 17Q: 3 clusters Score -3560169 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3560204.000000 Penalty: 5079.852051
	Iteration 18Q: 3 clusters Score -3560204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3560246.750000 Penalty: 5079.852051
	Iteration 19Q: 3 clusters Score -3560247 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3560305.000000 Penalty: 5079.852051
	Iteration 20F: 3 clusters Score -3560305 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3560339.000000 Penalty: 5079.852051
	Iteration 21Q: 3 clusters Score -3560339 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3560400.000000 Penalty: 5079.852051
	Iteration 22Q: 3 clusters Score -3560400 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3560449.250000 Penalty: 5079.852051
	Iteration 23Q: 3 clusters Score -3560449 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3560502.750000 Penalty: 5079.852051
	Iteration 24Q: 3 clusters Score -3560503 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3560561.500000 Penalty: 5079.852051
	Iteration 25Q: 3 clusters Score -3560562 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3560629.000000 Penalty: 5079.852051
	Iteration 26Q: 3 clusters Score -3560629 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3560711.250000 Penalty: 5079.852051
	Iteration 27Q: 3 clusters Score -3560711 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3560765.750000 Penalty: 5079.852051
	Iteration 28Q: 3 clusters Score -3560766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3560828.500000 Penalty: 5079.852051
	Iteration 29Q: 3 clusters Score -3560828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3560869.250000 Penalty: 5079.852051
	Iteration 30Q: 3 clusters Score -3560869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3560928.500000 Penalty: 5079.852051
	Iteration 31Q: 3 clusters Score -3560928 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3560985.250000 Penalty: 5079.852051
	Iteration 32Q: 3 clusters Score -3560985 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3561059.250000 Penalty: 5079.852051
	Iteration 33Q: 3 clusters Score -3561059 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3561115.500000 Penalty: 5079.852051
	Iteration 34Q: 3 clusters Score -3561116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3561200.500000 Penalty: 5079.852051
	Iteration 35Q: 3 clusters Score -3561200 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3561239.250000 Penalty: 5079.852051
	Iteration 36Q: 3 clusters Score -3561239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3561272.750000 Penalty: 5079.852051
	Iteration 37Q: 3 clusters Score -3561273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3561315.000000 Penalty: 5079.852051
	Iteration 38Q: 3 clusters Score -3561315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3561362.250000 Penalty: 5079.852051
	Iteration 39Q: 3 clusters Score -3561362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3561392.250000 Penalty: 5079.852051
	Iteration 40F: 3 clusters Score -3561392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3561423.250000 Penalty: 5079.852051
	Iteration 41Q: 3 clusters Score -3561423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3561456.750000 Penalty: 5079.852051
	Iteration 42Q: 3 clusters Score -3561457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3561485.750000 Penalty: 5079.852051
	Iteration 43Q: 3 clusters Score -3561486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3561505.000000 Penalty: 5079.852051
	Iteration 44Q: 3 clusters Score -3561505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3561526.250000 Penalty: 5079.852051
	Iteration 45Q: 3 clusters Score -3561526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3561552.000000 Penalty: 5079.852051
	Iteration 46Q: 3 clusters Score -3561552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3561571.000000 Penalty: 5079.852051
	Iteration 47Q: 3 clusters Score -3561571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3561589.750000 Penalty: 5079.852051
	Iteration 48Q: 3 clusters Score -3561590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3561606.500000 Penalty: 5079.852051
	Iteration 49Q: 3 clusters Score -3561606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3561616.500000 Penalty: 5079.852051
	Iteration 50Q: 3 clusters Score -3561616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3561626.750000 Penalty: 5079.852051
	Iteration 51Q: 3 clusters Score -3561627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3561637.250000 Penalty: 5079.852051
	Iteration 52Q: 3 clusters Score -3561637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3561642.750000 Penalty: 5079.852051
	Iteration 53Q: 3 clusters Score -3561643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3561650.000000 Penalty: 5079.852051
	Iteration 54Q: 3 clusters Score -3561650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3561657.250000 Penalty: 5079.852051
	Iteration 55Q: 3 clusters Score -3561657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3561666.500000 Penalty: 5079.852051
	Iteration 56Q: 3 clusters Score -3561666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3561679.000000 Penalty: 5079.852051
	Iteration 57Q: 3 clusters Score -3561679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3561684.000000 Penalty: 5079.852051
	Iteration 58Q: 3 clusters Score -3561684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3561688.500000 Penalty: 5079.852051
	Iteration 59Q: 3 clusters Score -3561688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3561694.000000 Penalty: 5079.852051
	Iteration 60F: 3 clusters Score -3561694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3561690.500000 Penalty: 5079.852051
	Iteration 61Q: 3 clusters Score -3561690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3561702.000000 Penalty: 5079.852051
	Iteration 62Q: 3 clusters Score -3561702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3561704.750000 Penalty: 5079.852051
	Iteration 63Q: 3 clusters Score -3561705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3561717.250000 Penalty: 5079.852051
	Iteration 64Q: 3 clusters Score -3561717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3561713.250000 Penalty: 5079.852051
	Iteration 65Q: 3 clusters Score -3561713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3561721.250000 Penalty: 5079.852051
	Iteration 66Q: 3 clusters Score -3561721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3561730.500000 Penalty: 5079.852051
	Iteration 67Q: 3 clusters Score -3561730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3561727.750000 Penalty: 5079.852051
	Iteration 68Q: 3 clusters Score -3561728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3561730.250000 Penalty: 5079.852051
	Iteration 69Q: 3 clusters Score -3561730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3561731.500000 Penalty: 5079.852051
	Iteration 70Q: 3 clusters Score -3561732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3561736.750000 Penalty: 5079.852051
	Iteration 71Q: 3 clusters Score -3561737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3561749.000000 Penalty: 5079.852051
	Iteration 72Q: 3 clusters Score -3561749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3561749.500000 Penalty: 5079.852051
	Iteration 73Q: 3 clusters Score -3561750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3561748.750000 Penalty: 5079.852051
	Iteration 74Q: 3 clusters Score -3561749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3561742.500000 Penalty: 5079.852051
	Iteration 75Q: 3 clusters Score -3561742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3561745.250000 Penalty: 5079.852051
	Iteration 76Q: 3 clusters Score -3561745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3561752.000000 Penalty: 5079.852051
	Iteration 77Q: 3 clusters Score -3561752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3561749.500000 Penalty: 5079.852051
	Iteration 78Q: 3 clusters Score -3561750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3561759.000000 Penalty: 5079.852051
	Iteration 79Q: 3 clusters Score -3561759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3561765.500000 Penalty: 5079.852051
	Iteration 80F: 3 clusters Score -3561766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3561767.750000 Penalty: 5079.852051
	Iteration 81Q: 3 clusters Score -3561768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3561769.000000 Penalty: 5079.852051
	Iteration 82Q: 3 clusters Score -3561769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3561769.500000 Penalty: 5079.852051
	Iteration 83Q: 3 clusters Score -3561770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3561771.500000 Penalty: 5079.852051
	Iteration 84Q: 3 clusters Score -3561772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3561771.750000 Penalty: 5079.852051
	Iteration 85Q: 3 clusters Score -3561772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3561771.000000 Penalty: 5079.852051
	Iteration 86Q: 3 clusters Score -3561771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3561772.750000 Penalty: 5079.852051
	Iteration 87Q: 3 clusters Score -3561773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3561778.250000 Penalty: 5079.852051
	Iteration 88Q: 3 clusters Score -3561778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3561779.500000 Penalty: 5079.852051
	Iteration 89Q: 3 clusters Score -3561780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3561781.000000 Penalty: 5079.852051
	Iteration 90Q: 3 clusters Score -3561781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3561782.000000 Penalty: 5079.852051
	Iteration 91Q: 3 clusters Score -3561782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3561780.250000 Penalty: 5079.852051
	Iteration 92Q: 3 clusters Score -3561780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3561789.500000 Penalty: 5079.852051
	Iteration 93Q: 3 clusters Score -3561790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3561788.750000 Penalty: 5079.852051
	Iteration 94Q: 3 clusters Score -3561789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3561796.000000 Penalty: 5079.852051
	Iteration 95Q: 3 clusters Score -3561796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3561791.250000 Penalty: 5079.852051
	Iteration 96Q: 3 clusters Score -3561791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3561798.000000 Penalty: 5079.852051
	Iteration 97Q: 3 clusters Score -3561798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3561797.500000 Penalty: 5079.852051
	Iteration 98Q: 3 clusters Score -3561798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3561800.000000 Penalty: 5079.852051
	Iteration 99Q: 3 clusters Score -3561800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3561800.000000 Penalty: 5079.852051
	Iteration 100F: 3 clusters Score -3561800 nChanged 0
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: -224716.562500 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -224716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222244.625000 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -222244.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -222813.671875 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -222813.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -223120.562500 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -223120.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223260.640625 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -223260.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223355.265625 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -223355.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -223428.234375 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -223428.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -223509.484375 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -223509.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -223573.578125 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -223573.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -223620.406250 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -223620.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -223671.187500 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -223671.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -223707.453125 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -223707.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -223738.187500 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -223738.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -223764.859375 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -223764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -223785.703125 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -223785.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -223813.296875 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -223813.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -223837.093750 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -223837.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -223899.390625 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -223899.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -223965.984375 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -223966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -224042.015625 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -224042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -224083.203125 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -224083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -224111.656250 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -224111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -224126.015625 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -224126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -224136.046875 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -224136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -224148.625000 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -224148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -224153.031250 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -224153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -224158.593750 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -224158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -224158.593750 Penalty: 3746.169922
	Iteration 26F: 3 clusters Score -224158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29507.271484 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29507.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29719.496094 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29892.722656 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29892.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29969.382812 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -29969.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30037.990234 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -30037.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30071.080078 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -30071.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30136.800781 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -30136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30209.369141 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -30209.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30222.669922 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -30222.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30222.669922 Penalty: 2873.334717
	Iteration 9F: 3 clusters Score -30222.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1667338.000000 Penalty: 2363.699463
	Iteration 0F: 2 clusters Score -1667338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1657305.000000 Penalty: 4727.398926
	Iteration 0F: 3 clusters Score -1657305 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1660480.000000 Penalty: 4727.398926
	Iteration 1F: 3 clusters Score -1660480 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1660820.750000 Penalty: 4727.398926
	Iteration 2F: 3 clusters Score -1660821 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1661046.625000 Penalty: 4727.398926
	Iteration 3Q: 3 clusters Score -1661047 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1661217.750000 Penalty: 4727.398926
	Iteration 4Q: 3 clusters Score -1661218 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1661357.125000 Penalty: 4727.398926
	Iteration 5Q: 3 clusters Score -1661357 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1661505.750000 Penalty: 4727.398926
	Iteration 6Q: 3 clusters Score -1661506 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1661661.750000 Penalty: 4727.398926
	Iteration 7Q: 3 clusters Score -1661662 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1661856.000000 Penalty: 4727.398926
	Iteration 8Q: 3 clusters Score -1661856 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1662137.750000 Penalty: 4727.398926
	Iteration 9Q: 3 clusters Score -1662138 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1662495.125000 Penalty: 4727.398926
	Iteration 10Q: 3 clusters Score -1662495 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1662938.625000 Penalty: 4727.398926
	Iteration 11Q: 3 clusters Score -1662939 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1663417.750000 Penalty: 4727.398926
	Iteration 12Q: 3 clusters Score -1663418 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1663858.000000 Penalty: 4727.398926
	Iteration 13Q: 3 clusters Score -1663858 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1664210.625000 Penalty: 4727.398926
	Iteration 14Q: 3 clusters Score -1664211 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1664500.125000 Penalty: 4727.398926
	Iteration 15Q: 3 clusters Score -1664500 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1664720.375000 Penalty: 4727.398926
	Iteration 16Q: 3 clusters Score -1664720 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1664880.500000 Penalty: 4727.398926
	Iteration 17Q: 3 clusters Score -1664880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1664980.250000 Penalty: 4727.398926
	Iteration 18Q: 3 clusters Score -1664980 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1665048.250000 Penalty: 4727.398926
	Iteration 19Q: 3 clusters Score -1665048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1665089.875000 Penalty: 4727.398926
	Iteration 20F: 3 clusters Score -1665090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1665124.125000 Penalty: 4727.398926
	Iteration 21Q: 3 clusters Score -1665124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1665166.625000 Penalty: 4727.398926
	Iteration 22Q: 3 clusters Score -1665167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1665192.625000 Penalty: 4727.398926
	Iteration 23Q: 3 clusters Score -1665193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1665213.250000 Penalty: 4727.398926
	Iteration 24Q: 3 clusters Score -1665213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1665232.125000 Penalty: 4727.398926
	Iteration 25Q: 3 clusters Score -1665232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1665241.750000 Penalty: 4727.398926
	Iteration 26Q: 3 clusters Score -1665242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1665255.875000 Penalty: 4727.398926
	Iteration 27Q: 3 clusters Score -1665256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1665268.375000 Penalty: 4727.398926
	Iteration 28Q: 3 clusters Score -1665268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1665273.875000 Penalty: 4727.398926
	Iteration 29Q: 3 clusters Score -1665274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1665278.000000 Penalty: 4727.398926
	Iteration 30Q: 3 clusters Score -1665278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1665279.875000 Penalty: 4727.398926
	Iteration 31Q: 3 clusters Score -1665280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1665283.875000 Penalty: 4727.398926
	Iteration 32Q: 3 clusters Score -1665284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1665285.500000 Penalty: 4727.398926
	Iteration 33Q: 3 clusters Score -1665286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1665285.500000 Penalty: 4727.398926
	Iteration 34F: 3 clusters Score -1665286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -65164.597656 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -65164.6 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 297 members 
Entering Unmasked Estep 
Score: -63600.792969 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -63600.79 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63875.781250 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -63875.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63958.546875 Penalty: 3172.877197
	Iteration 2Q: 3 clusters Score -63958.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63990.644531 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -63990.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64027.613281 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -64027.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64053.742188 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -64053.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64076.183594 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -64076.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64102.718750 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -64102.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64110.105469 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -64110.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64111.406250 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -64111.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64111.406250 Penalty: 3172.877197
	Iteration 10F: 3 clusters Score -64111.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17466 members 
Mstep: Class 5 contains 162610 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 178472 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 89834 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 171645 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753640.000000 Penalty: 74535.210938
Iteration 159Q: 23 clusters Score -1.057536e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17446 members 
Mstep: Class 5 contains 162669 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 2001 members 
Mstep: Class 8 contains 178676 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14823 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 89912 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 12540 members 
Mstep: Class 17 contains 171351 members 
Mstep: Class 18 contains 27935 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13812 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753856.000000 Penalty: 74535.210938
Iteration 160F: 23 clusters Score -1.057539e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 2306 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17438 members 
Mstep: Class 5 contains 162742 members 
Mstep: Class 6 contains 681 members 
Mstep: Class 7 contains 2005 members 
Mstep: Class 8 contains 178842 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14833 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 89962 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 12522 members 
Mstep: Class 17 contains 171103 members 
Mstep: Class 18 contains 27834 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753800.000000 Penalty: 74535.210938
Iteration 161Q: 23 clusters Score -1.057538e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17420 members 
Mstep: Class 5 contains 162874 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 2001 members 
Mstep: Class 8 contains 178970 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14843 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90017 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 12525 members 
Mstep: Class 17 contains 170883 members 
Mstep: Class 18 contains 27745 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13856 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754072.000000 Penalty: 74535.210938
Iteration 162Q: 23 clusters Score -1.057541e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17401 members 
Mstep: Class 5 contains 163014 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 179079 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14848 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90066 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 170653 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13876 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754296.000000 Penalty: 74535.210938
Iteration 163Q: 23 clusters Score -1.057543e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17370 members 
Mstep: Class 5 contains 163125 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 2001 members 
Mstep: Class 8 contains 179149 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90116 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 170440 members 
Mstep: Class 18 contains 27596 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13896 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Score: -105754376.000000 Penalty: 74535.210938
Iteration 164Q: 23 clusters Score -1.057544e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17354 members 
Mstep: Class 5 contains 163246 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 2001 members 
Mstep: Class 8 contains 179282 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14846 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90144 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 170228 members 
Mstep: Class 18 contains 27546 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13913 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754832.000000 Penalty: 74535.210938
Iteration 165Q: 23 clusters Score -1.057548e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17329 members 
Mstep: Class 5 contains 163345 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2005 members 
Mstep: Class 8 contains 179472 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14840 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90178 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 169997 members 
Mstep: Class 18 contains 27499 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13925 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Score: -105754736.000000 Penalty: 74535.210938
Iteration 166Q: 23 clusters Score -1.057547e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 17298 members 
Mstep: Class 5 contains 163382 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 179666 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14830 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90208 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12531 members 
Mstep: Class 17 contains 169765 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13940 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Score: -105754832.000000 Penalty: 74535.210938
Iteration 167Q: 23 clusters Score -1.057548e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17275 members 
Mstep: Class 5 contains 163402 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 179895 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14834 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90254 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12537 members 
Mstep: Class 17 contains 169490 members 
Mstep: Class 18 contains 27405 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13950 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Score: -105754536.000000 Penalty: 74535.210938
Iteration 168Q: 23 clusters Score -1.057545e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17250 members 
Mstep: Class 5 contains 163377 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 180128 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90296 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12531 members 
Mstep: Class 17 contains 169243 members 
Mstep: Class 18 contains 27367 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13965 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -1.057546e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 163372 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 180391 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14840 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90328 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12533 members 
Mstep: Class 17 contains 168992 members 
Mstep: Class 18 contains 27328 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13972 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -1.057547e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156590 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17197 members 
Mstep: Class 5 contains 163390 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 180615 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14847 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90361 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12531 members 
Mstep: Class 17 contains 168749 members 
Mstep: Class 18 contains 27271 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13980 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -1.057546e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 163424 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 180867 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14858 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90399 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12520 members 
Mstep: Class 17 contains 168502 members 
Mstep: Class 18 contains 27207 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -1.057546e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17153 members 
Mstep: Class 5 contains 163459 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 181048 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14873 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90425 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 168295 members 
Mstep: Class 18 contains 27163 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14010 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -1.057546e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17122 members 
Mstep: Class 5 contains 163483 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 8 contains 181221 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90462 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12510 members 
Mstep: Class 17 contains 168095 members 
Mstep: Class 18 contains 27123 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14024 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -1.057542e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17098 members 
Mstep: Class 5 contains 163464 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 8 contains 181355 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14922 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90502 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 167920 members 
Mstep: Class 18 contains 27082 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14040 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -1.057545e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 163474 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 181491 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90534 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12480 members 
Mstep: Class 17 contains 167774 members 
Mstep: Class 18 contains 27047 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14056 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Score: -105754736.000000 Penalty: 74535.210938
Iteration 176Q: 23 clusters Score -1.057547e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17044 members 
Mstep: Class 5 contains 163492 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 181640 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 90547 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12456 members 
Mstep: Class 17 contains 167663 members 
Mstep: Class 18 contains 27011 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14076 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -1.057547e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156565 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17024 members 
Mstep: Class 5 contains 163497 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 181786 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14991 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90578 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 167571 members 
Mstep: Class 18 contains 26966 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14090 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -1.057546e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 17006 members 
Mstep: Class 5 contains 163463 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 181907 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 90624 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12433 members 
Mstep: Class 17 contains 167507 members 
Mstep: Class 18 contains 26942 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14104 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -1.057547e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156484 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16986 members 
Mstep: Class 5 contains 163428 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 182006 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 15026 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 90670 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12429 members 
Mstep: Class 17 contains 167466 members 
Mstep: Class 18 contains 26899 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14115 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -1.057549e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16959 members 
Mstep: Class 5 contains 163377 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 182115 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 90730 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12420 members 
Mstep: Class 17 contains 167465 members 
Mstep: Class 18 contains 26844 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.057547e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16926 members 
Mstep: Class 5 contains 163311 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 182262 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 90793 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 167445 members 
Mstep: Class 18 contains 26785 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14123 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -1.057549e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16902 members 
Mstep: Class 5 contains 163232 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 182419 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 90850 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 167448 members 
Mstep: Class 18 contains 26734 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14128 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -1.057548e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156277 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16878 members 
Mstep: Class 5 contains 163163 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 182566 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 15092 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 90921 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12391 members 
Mstep: Class 17 contains 167417 members 
Mstep: Class 18 contains 26658 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14137 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -1.057552e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16851 members 
Mstep: Class 5 contains 163069 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 182688 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 15101 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 90989 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 167413 members 
Mstep: Class 18 contains 26574 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14143 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -1.057552e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16827 members 
Mstep: Class 5 contains 162980 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 182866 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 15112 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 91041 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12383 members 
Mstep: Class 17 contains 167388 members 
Mstep: Class 18 contains 26489 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14147 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 186Q: 23 clusters Score -1.05755e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16809 members 
Mstep: Class 5 contains 162893 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 182969 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15122 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 91100 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12376 members 
Mstep: Class 17 contains 167369 members 
Mstep: Class 18 contains 26409 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 187Q: 23 clusters Score -1.05755e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16781 members 
Mstep: Class 5 contains 162772 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 183108 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15126 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 91136 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 167371 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14162 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
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Iteration 188Q: 23 clusters Score -1.057552e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16758 members 
Mstep: Class 5 contains 162694 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 183253 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15133 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 91169 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 167359 members 
Mstep: Class 18 contains 26256 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14168 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755232.000000 Penalty: 74535.210938
Iteration 189Q: 23 clusters Score -1.057552e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16742 members 
Mstep: Class 5 contains 162605 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 183417 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15129 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 91214 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12355 members 
Mstep: Class 17 contains 167314 members 
Mstep: Class 18 contains 26179 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14174 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755064.000000 Penalty: 74535.210938
Iteration 190Q: 23 clusters Score -1.057551e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156377 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16722 members 
Mstep: Class 5 contains 162539 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 183526 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91258 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12344 members 
Mstep: Class 17 contains 167289 members 
Mstep: Class 18 contains 26120 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755120.000000 Penalty: 74535.210938
Iteration 191Q: 23 clusters Score -1.057551e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 162469 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 183622 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91303 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12337 members 
Mstep: Class 17 contains 167282 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14190 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755144.000000 Penalty: 74535.210938
Iteration 192Q: 23 clusters Score -1.057551e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16659 members 
Mstep: Class 5 contains 162384 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 183739 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15138 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91349 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12333 members 
Mstep: Class 17 contains 167253 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14196 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755248.000000 Penalty: 74535.210938
Iteration 193Q: 23 clusters Score -1.057552e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 162357 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 183836 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15141 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91381 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 167228 members 
Mstep: Class 18 contains 25934 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755000.000000 Penalty: 74535.210938
Iteration 194Q: 23 clusters Score -1.05755e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16595 members 
Mstep: Class 5 contains 162313 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 183960 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15146 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91388 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12318 members 
Mstep: Class 17 contains 167189 members 
Mstep: Class 18 contains 25872 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14222 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754904.000000 Penalty: 74535.210938
Iteration 195Q: 23 clusters Score -1.057549e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16559 members 
Mstep: Class 5 contains 162283 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 184070 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15150 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91405 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12309 members 
Mstep: Class 17 contains 167170 members 
Mstep: Class 18 contains 25817 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14237 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754952.000000 Penalty: 74535.210938
Iteration 196Q: 23 clusters Score -1.05755e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16516 members 
Mstep: Class 5 contains 162254 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184198 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15157 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91434 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 167133 members 
Mstep: Class 18 contains 25758 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14253 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754808.000000 Penalty: 74535.210938
Iteration 197Q: 23 clusters Score -1.057548e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16481 members 
Mstep: Class 5 contains 162252 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 184322 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15152 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91466 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12302 members 
Mstep: Class 17 contains 167102 members 
Mstep: Class 18 contains 25688 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14266 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754888.000000 Penalty: 74535.210938
Iteration 198Q: 23 clusters Score -1.057549e+08 nChanged 929
Entering ConstructFrom: 
Score: -105754888.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (156410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Entering Unmasked Estep 
Score: -19786532.000000 Penalty: 2966.138428
	Iteration 0F: 2 clusters Score -1.978653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -19684890.000000 Penalty: 5932.276855
	Iteration 0F: 3 clusters Score -1.968489e+07 nChanged 74835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -19728428.000000 Penalty: 5932.276855
	Iteration 1F: 3 clusters Score -1.972843e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -19729210.000000 Penalty: 5932.276855
	Iteration 2Q: 3 clusters Score -1.972921e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -19730354.000000 Penalty: 5932.276855
	Iteration 3Q: 3 clusters Score -1.973035e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -19731960.000000 Penalty: 5932.276855
	Iteration 4Q: 3 clusters Score -1.973196e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -19734242.000000 Penalty: 5932.276855
	Iteration 5Q: 3 clusters Score -1.973424e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -19738320.000000 Penalty: 5932.276855
	Iteration 6F: 3 clusters Score -1.973832e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -19744756.000000 Penalty: 5932.276855
	Iteration 7F: 3 clusters Score -1.974476e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -19753828.000000 Penalty: 5932.276855
	Iteration 8F: 3 clusters Score -1.975383e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -19763542.000000 Penalty: 5932.276855
	Iteration 9F: 3 clusters Score -1.976354e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -19771620.000000 Penalty: 5932.276855
	Iteration 10F: 3 clusters Score -1.977162e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 138207 members 
Entering Unmasked Estep 
Score: -19776546.000000 Penalty: 5932.276855
	Iteration 11Q: 3 clusters Score -1.977655e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 141559 members 
Entering Unmasked Estep 
Score: -19779310.000000 Penalty: 5932.276855
	Iteration 12Q: 3 clusters Score -1.977931e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 144037 members 
Entering Unmasked Estep 
Score: -19781050.000000 Penalty: 5932.276855
	Iteration 13Q: 3 clusters Score -1.978105e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 146070 members 
Entering Unmasked Estep 
Score: -19782162.000000 Penalty: 5932.276855
	Iteration 14Q: 3 clusters Score -1.978216e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -19783026.000000 Penalty: 5932.276855
	Iteration 15Q: 3 clusters Score -1.978303e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 149144 members 
Entering Unmasked Estep 
Score: -19783564.000000 Penalty: 5932.276855
	Iteration 16Q: 3 clusters Score -1.978356e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -19783920.000000 Penalty: 5932.276855
	Iteration 17Q: 3 clusters Score -1.978392e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -19784124.000000 Penalty: 5932.276855
	Iteration 18Q: 3 clusters Score -1.978412e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 151907 members 
Entering Unmasked Estep 
Score: -19784266.000000 Penalty: 5932.276855
	Iteration 19Q: 3 clusters Score -1.978427e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -19784446.000000 Penalty: 5932.276855
	Iteration 20F: 3 clusters Score -1.978445e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -19784508.000000 Penalty: 5932.276855
	Iteration 21Q: 3 clusters Score -1.978451e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -19784518.000000 Penalty: 5932.276855
	Iteration 22Q: 3 clusters Score -1.978452e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -19784566.000000 Penalty: 5932.276855
	Iteration 23Q: 3 clusters Score -1.978457e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 153897 members 
Entering Unmasked Estep 
Score: -19784550.000000 Penalty: 5932.276855
	Iteration 24Q: 3 clusters Score -1.978455e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 154119 members 
Entering Unmasked Estep 
Score: -19784586.000000 Penalty: 5932.276855
	Iteration 25Q: 3 clusters Score -1.978459e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -19784548.000000 Penalty: 5932.276855
	Iteration 26Q: 3 clusters Score -1.978455e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -19784540.000000 Penalty: 5932.276855
	Iteration 27Q: 3 clusters Score -1.978454e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -19784552.000000 Penalty: 5932.276855
	Iteration 28Q: 3 clusters Score -1.978455e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -19784524.000000 Penalty: 5932.276855
	Iteration 29Q: 3 clusters Score -1.978452e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 154705 members 
Entering Unmasked Estep 
Score: -19784486.000000 Penalty: 5932.276855
	Iteration 30Q: 3 clusters Score -1.978449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -19784496.000000 Penalty: 5932.276855
	Iteration 31Q: 3 clusters Score -1.97845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -19784484.000000 Penalty: 5932.276855
	Iteration 32Q: 3 clusters Score -1.978448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -19784492.000000 Penalty: 5932.276855
	Iteration 33Q: 3 clusters Score -1.978449e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -19784492.000000 Penalty: 5932.276855
	Iteration 34Q: 3 clusters Score -1.978449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -19784510.000000 Penalty: 5932.276855
	Iteration 35Q: 3 clusters Score -1.978451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -19784504.000000 Penalty: 5932.276855
	Iteration 36Q: 3 clusters Score -1.97845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -19784496.000000 Penalty: 5932.276855
	Iteration 37Q: 3 clusters Score -1.97845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -19784520.000000 Penalty: 5932.276855
	Iteration 38Q: 3 clusters Score -1.978452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -19784504.000000 Penalty: 5932.276855
	Iteration 39Q: 3 clusters Score -1.97845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 155162 members 
Entering Unmasked Estep 
Score: -19784488.000000 Penalty: 5932.276855
	Iteration 40F: 3 clusters Score -1.978449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -19784496.000000 Penalty: 5932.276855
	Iteration 41Q: 3 clusters Score -1.97845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 155196 members 
Entering Unmasked Estep 
Score: -19784484.000000 Penalty: 5932.276855
	Iteration 42Q: 3 clusters Score -1.978448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -19784466.000000 Penalty: 5932.276855
	Iteration 43Q: 3 clusters Score -1.978447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -19784490.000000 Penalty: 5932.276855
	Iteration 44Q: 3 clusters Score -1.978449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -19784504.000000 Penalty: 5932.276855
	Iteration 45Q: 3 clusters Score -1.97845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -19784502.000000 Penalty: 5932.276855
	Iteration 46Q: 3 clusters Score -1.97845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -19784476.000000 Penalty: 5932.276855
	Iteration 47Q: 3 clusters Score -1.978448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 155279 members 
Entering Unmasked Estep 
Score: -19784490.000000 Penalty: 5932.276855
	Iteration 48Q: 3 clusters Score -1.978449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -19784486.000000 Penalty: 5932.276855
	Iteration 49Q: 3 clusters Score -1.978449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 155300 members 
Entering Unmasked Estep 
Score: -19784476.000000 Penalty: 5932.276855
	Iteration 50Q: 3 clusters Score -1.978448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 155303 members 
Entering Unmasked Estep 
Score: -19784480.000000 Penalty: 5932.276855
	Iteration 51Q: 3 clusters Score -1.978448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 155308 members 
Entering Unmasked Estep 
Score: -19784486.000000 Penalty: 5932.276855
	Iteration 52Q: 3 clusters Score -1.978449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -19784490.000000 Penalty: 5932.276855
	Iteration 53Q: 3 clusters Score -1.978449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 155317 members 
Entering Unmasked Estep 
Score: -19784482.000000 Penalty: 5932.276855
	Iteration 54Q: 3 clusters Score -1.978448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -19784486.000000 Penalty: 5932.276855
	Iteration 55Q: 3 clusters Score -1.978449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -19784492.000000 Penalty: 5932.276855
	Iteration 56Q: 3 clusters Score -1.978449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -19784494.000000 Penalty: 5932.276855
	Iteration 57Q: 3 clusters Score -1.978449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -19784484.000000 Penalty: 5932.276855
	Iteration 58Q: 3 clusters Score -1.978448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -19784490.000000 Penalty: 5932.276855
	Iteration 59Q: 3 clusters Score -1.978449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -19784488.000000 Penalty: 5932.276855
	Iteration 60F: 3 clusters Score -1.978449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 155361 members 
Entering Unmasked Estep 
Score: -19784498.000000 Penalty: 5932.276855
	Iteration 61Q: 3 clusters Score -1.97845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -19784490.000000 Penalty: 5932.276855
	Iteration 62Q: 3 clusters Score -1.978449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -19784476.000000 Penalty: 5932.276855
	Iteration 63Q: 3 clusters Score -1.978448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -19784472.000000 Penalty: 5932.276855
	Iteration 64Q: 3 clusters Score -1.978447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -19784480.000000 Penalty: 5932.276855
	Iteration 65Q: 3 clusters Score -1.978448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -19784464.000000 Penalty: 5932.276855
	Iteration 66Q: 3 clusters Score -1.978446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -19784478.000000 Penalty: 5932.276855
	Iteration 67Q: 3 clusters Score -1.978448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -19784464.000000 Penalty: 5932.276855
	Iteration 68Q: 3 clusters Score -1.978446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -19784468.000000 Penalty: 5932.276855
	Iteration 69Q: 3 clusters Score -1.978447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -19784468.000000 Penalty: 5932.276855
	Iteration 70F: 3 clusters Score -1.978447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -273738.625000 Penalty: 1921.618042
	Iteration 0F: 2 clusters Score -273738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -270914.562500 Penalty: 3843.236084
	Iteration 0F: 3 clusters Score -270914.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -271467.406250 Penalty: 3843.236084
	Iteration 1F: 3 clusters Score -271467.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -271704.093750 Penalty: 3843.236084
	Iteration 2F: 3 clusters Score -271704.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -271841.437500 Penalty: 3843.236084
	Iteration 3F: 3 clusters Score -271841.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271935.062500 Penalty: 3843.236084
	Iteration 4Q: 3 clusters Score -271935.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272014.906250 Penalty: 3843.236084
	Iteration 5Q: 3 clusters Score -272014.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -272078.031250 Penalty: 3843.236084
	Iteration 6Q: 3 clusters Score -272078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -272134.718750 Penalty: 3843.236084
	Iteration 7Q: 3 clusters Score -272134.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -272174.125000 Penalty: 3843.236084
	Iteration 8Q: 3 clusters Score -272174.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -272204.781250 Penalty: 3843.236084
	Iteration 9Q: 3 clusters Score -272204.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272227.156250 Penalty: 3843.236084
	Iteration 10Q: 3 clusters Score -272227.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -272246.125000 Penalty: 3843.236084
	Iteration 11Q: 3 clusters Score -272246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -272260.343750 Penalty: 3843.236084
	Iteration 12Q: 3 clusters Score -272260.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -272272.187500 Penalty: 3843.236084
	Iteration 13Q: 3 clusters Score -272272.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -272281.187500 Penalty: 3843.236084
	Iteration 14Q: 3 clusters Score -272281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -272292.093750 Penalty: 3843.236084
	Iteration 15Q: 3 clusters Score -272292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -272299.562500 Penalty: 3843.236084
	Iteration 16Q: 3 clusters Score -272299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -272305.187500 Penalty: 3843.236084
	Iteration 17Q: 3 clusters Score -272305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -272309.156250 Penalty: 3843.236084
	Iteration 18Q: 3 clusters Score -272309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -272309.781250 Penalty: 3843.236084
	Iteration 19Q: 3 clusters Score -272309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -272309.875000 Penalty: 3843.236084
	Iteration 20F: 3 clusters Score -272309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -272309.937500 Penalty: 3843.236084
	Iteration 21Q: 3 clusters Score -272309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -272310.625000 Penalty: 3843.236084
	Iteration 22Q: 3 clusters Score -272310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -272310.625000 Penalty: 3843.236084
	Iteration 23F: 3 clusters Score -272310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -32363.642578 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32363.64 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 171 members 
Entering Unmasked Estep 
Score: -31214.843750 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31214.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31324.027344 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31324.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31395.179688 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -31395.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31448.613281 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31448.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31464.585938 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31464.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31464.585938 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -31464.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Entering Unmasked Estep 
Score: -2094600.375000 Penalty: 2407.754883
	Iteration 0F: 2 clusters Score -2094600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2082935.375000 Penalty: 4815.509766
	Iteration 0F: 3 clusters Score -2082935 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2086796.125000 Penalty: 4815.509766
	Iteration 1F: 3 clusters Score -2086796 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2087477.625000 Penalty: 4815.509766
	Iteration 2F: 3 clusters Score -2087478 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2088178.500000 Penalty: 4815.509766
	Iteration 3F: 3 clusters Score -2088178 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2088869.500000 Penalty: 4815.509766
	Iteration 4F: 3 clusters Score -2088870 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2089612.000000 Penalty: 4815.509766
	Iteration 5F: 3 clusters Score -2089612 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2090419.000000 Penalty: 4815.509766
	Iteration 6F: 3 clusters Score -2090419 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2091096.750000 Penalty: 4815.509766
	Iteration 7F: 3 clusters Score -2091097 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2091698.625000 Penalty: 4815.509766
	Iteration 8Q: 3 clusters Score -2091699 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2092152.875000 Penalty: 4815.509766
	Iteration 9Q: 3 clusters Score -2092153 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2092467.250000 Penalty: 4815.509766
	Iteration 10Q: 3 clusters Score -2092467 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2092678.125000 Penalty: 4815.509766
	Iteration 11Q: 3 clusters Score -2092678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2092800.500000 Penalty: 4815.509766
	Iteration 12Q: 3 clusters Score -2092800 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2092892.875000 Penalty: 4815.509766
	Iteration 13Q: 3 clusters Score -2092893 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2092978.000000 Penalty: 4815.509766
	Iteration 14Q: 3 clusters Score -2092978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2093044.125000 Penalty: 4815.509766
	Iteration 15Q: 3 clusters Score -2093044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2093094.625000 Penalty: 4815.509766
	Iteration 16Q: 3 clusters Score -2093095 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2093140.625000 Penalty: 4815.509766
	Iteration 17Q: 3 clusters Score -2093141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2093184.250000 Penalty: 4815.509766
	Iteration 18Q: 3 clusters Score -2093184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2093209.250000 Penalty: 4815.509766
	Iteration 19Q: 3 clusters Score -2093209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2093228.875000 Penalty: 4815.509766
	Iteration 20F: 3 clusters Score -2093229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2093245.000000 Penalty: 4815.509766
	Iteration 21Q: 3 clusters Score -2093245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2093262.750000 Penalty: 4815.509766
	Iteration 22Q: 3 clusters Score -2093263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2093278.375000 Penalty: 4815.509766
	Iteration 23Q: 3 clusters Score -2093278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2093288.750000 Penalty: 4815.509766
	Iteration 24Q: 3 clusters Score -2093289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2093297.125000 Penalty: 4815.509766
	Iteration 25Q: 3 clusters Score -2093297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2093306.000000 Penalty: 4815.509766
	Iteration 26Q: 3 clusters Score -2093306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2093316.750000 Penalty: 4815.509766
	Iteration 27Q: 3 clusters Score -2093317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2093322.625000 Penalty: 4815.509766
	Iteration 28Q: 3 clusters Score -2093323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2093327.750000 Penalty: 4815.509766
	Iteration 29Q: 3 clusters Score -2093328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2093338.000000 Penalty: 4815.509766
	Iteration 30Q: 3 clusters Score -2093338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2093337.625000 Penalty: 4815.509766
	Iteration 31Q: 3 clusters Score -2093338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2093341.625000 Penalty: 4815.509766
	Iteration 32Q: 3 clusters Score -2093342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2093341.875000 Penalty: 4815.509766
	Iteration 33Q: 3 clusters Score -2093342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2093345.375000 Penalty: 4815.509766
	Iteration 34Q: 3 clusters Score -2093345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2093349.625000 Penalty: 4815.509766
	Iteration 35Q: 3 clusters Score -2093350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2093354.000000 Penalty: 4815.509766
	Iteration 36Q: 3 clusters Score -2093354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2093355.125000 Penalty: 4815.509766
	Iteration 37Q: 3 clusters Score -2093355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2093352.375000 Penalty: 4815.509766
	Iteration 38Q: 3 clusters Score -2093352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2093352.250000 Penalty: 4815.509766
	Iteration 39Q: 3 clusters Score -2093352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2093354.625000 Penalty: 4815.509766
	Iteration 40F: 3 clusters Score -2093355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162267 members 
Entering Unmasked Estep 
Score: -20303014.000000 Penalty: 2975.255615
	Iteration 0F: 2 clusters Score -2.030301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -20196146.000000 Penalty: 5950.511230
	Iteration 0F: 3 clusters Score -2.019615e+07 nChanged 77999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -20241668.000000 Penalty: 5950.511230
	Iteration 1F: 3 clusters Score -2.024167e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -20242968.000000 Penalty: 5950.511230
	Iteration 2Q: 3 clusters Score -2.024297e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -20244840.000000 Penalty: 5950.511230
	Iteration 3Q: 3 clusters Score -2.024484e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -20247516.000000 Penalty: 5950.511230
	Iteration 4Q: 3 clusters Score -2.024752e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -20251812.000000 Penalty: 5950.511230
	Iteration 5F: 3 clusters Score -2.025181e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -20258958.000000 Penalty: 5950.511230
	Iteration 6F: 3 clusters Score -2.025896e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -20268888.000000 Penalty: 5950.511230
	Iteration 7F: 3 clusters Score -2.026889e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -20279772.000000 Penalty: 5950.511230
	Iteration 8F: 3 clusters Score -2.027977e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -20288624.000000 Penalty: 5950.511230
	Iteration 9F: 3 clusters Score -2.028862e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 151057 members 
Entering Unmasked Estep 
Score: -20294022.000000 Penalty: 5950.511230
	Iteration 10Q: 3 clusters Score -2.029402e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -20296686.000000 Penalty: 5950.511230
	Iteration 11Q: 3 clusters Score -2.029669e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 156353 members 
Entering Unmasked Estep 
Score: -20298090.000000 Penalty: 5950.511230
	Iteration 12Q: 3 clusters Score -2.029809e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -20298898.000000 Penalty: 5950.511230
	Iteration 13Q: 3 clusters Score -2.02989e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 158527 members 
Entering Unmasked Estep 
Score: -20299418.000000 Penalty: 5950.511230
	Iteration 14Q: 3 clusters Score -2.029942e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -20299704.000000 Penalty: 5950.511230
	Iteration 15Q: 3 clusters Score -2.02997e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -20299878.000000 Penalty: 5950.511230
	Iteration 16Q: 3 clusters Score -2.029988e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -20300106.000000 Penalty: 5950.511230
	Iteration 17Q: 3 clusters Score -2.030011e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 160258 members 
Entering Unmasked Estep 
Score: -20300166.000000 Penalty: 5950.511230
	Iteration 18Q: 3 clusters Score -2.030017e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 160465 members 
Entering Unmasked Estep 
Score: -20300292.000000 Penalty: 5950.511230
	Iteration 19Q: 3 clusters Score -2.030029e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 160611 members 
Entering Unmasked Estep 
Score: -20300282.000000 Penalty: 5950.511230
	Iteration 20F: 3 clusters Score -2.030028e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -20300376.000000 Penalty: 5950.511230
	Iteration 21Q: 3 clusters Score -2.030038e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -20300418.000000 Penalty: 5950.511230
	Iteration 22Q: 3 clusters Score -2.030042e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -20300408.000000 Penalty: 5950.511230
	Iteration 23Q: 3 clusters Score -2.030041e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -20300412.000000 Penalty: 5950.511230
	Iteration 24Q: 3 clusters Score -2.030041e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -20300420.000000 Penalty: 5950.511230
	Iteration 25Q: 3 clusters Score -2.030042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -20300454.000000 Penalty: 5950.511230
	Iteration 26Q: 3 clusters Score -2.030045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -20300462.000000 Penalty: 5950.511230
	Iteration 27Q: 3 clusters Score -2.030046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -20300480.000000 Penalty: 5950.511230
	Iteration 28Q: 3 clusters Score -2.030048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 161146 members 
Entering Unmasked Estep 
Score: -20300466.000000 Penalty: 5950.511230
	Iteration 29Q: 3 clusters Score -2.030047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -20300498.000000 Penalty: 5950.511230
	Iteration 30Q: 3 clusters Score -2.03005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -20300500.000000 Penalty: 5950.511230
	Iteration 31Q: 3 clusters Score -2.03005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -20300510.000000 Penalty: 5950.511230
	Iteration 32Q: 3 clusters Score -2.030051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 161201 members 
Entering Unmasked Estep 
Score: -20300520.000000 Penalty: 5950.511230
	Iteration 33Q: 3 clusters Score -2.030052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 161211 members 
Entering Unmasked Estep 
Score: -20300518.000000 Penalty: 5950.511230
	Iteration 34Q: 3 clusters Score -2.030052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -20300534.000000 Penalty: 5950.511230
	Iteration 35Q: 3 clusters Score -2.030053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 161244 members 
Entering Unmasked Estep 
Score: -20300516.000000 Penalty: 5950.511230
	Iteration 36Q: 3 clusters Score -2.030052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -20300502.000000 Penalty: 5950.511230
	Iteration 37Q: 3 clusters Score -2.03005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 161262 members 
Entering Unmasked Estep 
Score: -20300522.000000 Penalty: 5950.511230
	Iteration 38Q: 3 clusters Score -2.030052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -20300542.000000 Penalty: 5950.511230
	Iteration 39Q: 3 clusters Score -2.030054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 161278 members 
Entering Unmasked Estep 
Score: -20300554.000000 Penalty: 5950.511230
	Iteration 40F: 3 clusters Score -2.030055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -20300552.000000 Penalty: 5950.511230
	Iteration 41Q: 3 clusters Score -2.030055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -20300550.000000 Penalty: 5950.511230
	Iteration 42Q: 3 clusters Score -2.030055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -20300572.000000 Penalty: 5950.511230
	Iteration 43Q: 3 clusters Score -2.030057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -20300580.000000 Penalty: 5950.511230
	Iteration 44Q: 3 clusters Score -2.030058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -20300570.000000 Penalty: 5950.511230
	Iteration 45Q: 3 clusters Score -2.030057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -20300582.000000 Penalty: 5950.511230
	Iteration 46Q: 3 clusters Score -2.030058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 161319 members 
Entering Unmasked Estep 
Score: -20300586.000000 Penalty: 5950.511230
	Iteration 47Q: 3 clusters Score -2.030059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -20300580.000000 Penalty: 5950.511230
	Iteration 48Q: 3 clusters Score -2.030058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -20300584.000000 Penalty: 5950.511230
	Iteration 49Q: 3 clusters Score -2.030058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -20300576.000000 Penalty: 5950.511230
	Iteration 50Q: 3 clusters Score -2.030058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 161326 members 
Entering Unmasked Estep 
Score: -20300564.000000 Penalty: 5950.511230
	Iteration 51Q: 3 clusters Score -2.030056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 161326 members 
Entering Unmasked Estep 
Score: -20300564.000000 Penalty: 5950.511230
	Iteration 52F: 3 clusters Score -2.030056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79656.523438 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79656.52 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79888.468750 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -79888.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79977.828125 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -79977.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80044.367188 Penalty: 3263.996826
	Iteration 3Q: 3 clusters Score -80044.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80088.085938 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -80088.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80146.554688 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80146.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80213.898438 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80213.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80326.210938 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80326.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80552.000000 Penalty: 3263.996826
	Iteration 8F: 3 clusters Score -80552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80769.359375 Penalty: 3263.996826
	Iteration 9F: 3 clusters Score -80769.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81036.265625 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -81036.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81404.515625 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -81404.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81682.132812 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -81682.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81691.367188 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -81691.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81700.421875 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -81700.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81702.531250 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -81702.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81708.390625 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -81708.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81710.484375 Penalty: 3263.996826
	Iteration 17Q: 3 clusters Score -81710.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81710.484375 Penalty: 3263.996826
	Iteration 18F: 3 clusters Score -81710.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 162267 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184446 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91510 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 167068 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 292 members 
Entering Unmasked Estep 
Score: -105753408.000000 Penalty: 77923.179688
Splitting cluster 6 changes total score from -105754888.000000 to -105753408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -253257.375000 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -253257.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -250570.875000 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -250570.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -251081.046875 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -251081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251203.625000 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -251203.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251272.750000 Penalty: 3787.589600
	Iteration 3Q: 3 clusters Score -251272.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -251325.031250 Penalty: 3787.589600
	Iteration 4Q: 3 clusters Score -251325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -251362.312500 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -251362.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -251396.765625 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -251396.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -251427.156250 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -251427.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -251452.203125 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -251452.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -251483.968750 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -251484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -251511.328125 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -251511.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -251534.125000 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -251534.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -251571.921875 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -251571.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -251616.468750 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -251616.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -251677.062500 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -251677.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -251764.109375 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -251764.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -251842.015625 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -251842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -251924.656250 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -251924.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -252041.640625 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -252041.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -252154.593750 Penalty: 3787.589600
	Iteration 19Q: 3 clusters Score -252154.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -252265.609375 Penalty: 3787.589600
	Iteration 20F: 3 clusters Score -252265.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -252381.218750 Penalty: 3787.589600
	Iteration 21Q: 3 clusters Score -252381.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -252508.343750 Penalty: 3787.589600
	Iteration 22Q: 3 clusters Score -252508.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -252605.375000 Penalty: 3787.589600
	Iteration 23Q: 3 clusters Score -252605.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -252673.437500 Penalty: 3787.589600
	Iteration 24Q: 3 clusters Score -252673.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -252714.062500 Penalty: 3787.589600
	Iteration 25Q: 3 clusters Score -252714.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -252740.328125 Penalty: 3787.589600
	Iteration 26Q: 3 clusters Score -252740.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -252758.156250 Penalty: 3787.589600
	Iteration 27Q: 3 clusters Score -252758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -252766.250000 Penalty: 3787.589600
	Iteration 28Q: 3 clusters Score -252766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -252771.046875 Penalty: 3787.589600
	Iteration 29Q: 3 clusters Score -252771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -252775.796875 Penalty: 3787.589600
	Iteration 30Q: 3 clusters Score -252775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -252779.046875 Penalty: 3787.589600
	Iteration 31Q: 3 clusters Score -252779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -252781.406250 Penalty: 3787.589600
	Iteration 32Q: 3 clusters Score -252781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -252786.109375 Penalty: 3787.589600
	Iteration 33Q: 3 clusters Score -252786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -252786.671875 Penalty: 3787.589600
	Iteration 34Q: 3 clusters Score -252786.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -252786.671875 Penalty: 3787.589600
	Iteration 35F: 3 clusters Score -252786.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184446 members 
Entering Unmasked Estep 
Score: -23259468.000000 Penalty: 3007.027588
	Iteration 0F: 2 clusters Score -2.325947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -23147136.000000 Penalty: 6014.055176
	Iteration 0F: 3 clusters Score -2.314714e+07 nChanged 88329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -23198150.000000 Penalty: 6014.055176
	Iteration 1F: 3 clusters Score -2.319815e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -23199044.000000 Penalty: 6014.055176
	Iteration 2Q: 3 clusters Score -2.319904e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -23199802.000000 Penalty: 6014.055176
	Iteration 3Q: 3 clusters Score -2.31998e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -23201022.000000 Penalty: 6014.055176
	Iteration 4Q: 3 clusters Score -2.320102e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -23202262.000000 Penalty: 6014.055176
	Iteration 5Q: 3 clusters Score -2.320226e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -23204038.000000 Penalty: 6014.055176
	Iteration 6Q: 3 clusters Score -2.320404e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -23207112.000000 Penalty: 6014.055176
	Iteration 7Q: 3 clusters Score -2.320711e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -23212374.000000 Penalty: 6014.055176
	Iteration 8Q: 3 clusters Score -2.321237e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -23219998.000000 Penalty: 6014.055176
	Iteration 9F: 3 clusters Score -2.322e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -23229288.000000 Penalty: 6014.055176
	Iteration 10F: 3 clusters Score -2.322929e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 146337 members 
Entering Unmasked Estep 
Score: -23238844.000000 Penalty: 6014.055176
	Iteration 11F: 3 clusters Score -2.323884e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 153673 members 
Entering Unmasked Estep 
Score: -23245266.000000 Penalty: 6014.055176
	Iteration 12Q: 3 clusters Score -2.324527e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 159410 members 
Entering Unmasked Estep 
Score: -23248862.000000 Penalty: 6014.055176
	Iteration 13Q: 3 clusters Score -2.324886e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 164243 members 
Entering Unmasked Estep 
Score: -23250942.000000 Penalty: 6014.055176
	Iteration 14Q: 3 clusters Score -2.325094e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 168495 members 
Entering Unmasked Estep 
Score: -23252384.000000 Penalty: 6014.055176
	Iteration 15Q: 3 clusters Score -2.325238e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -23253362.000000 Penalty: 6014.055176
	Iteration 16Q: 3 clusters Score -2.325336e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -23254076.000000 Penalty: 6014.055176
	Iteration 17Q: 3 clusters Score -2.325408e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 177945 members 
Entering Unmasked Estep 
Score: -23254754.000000 Penalty: 6014.055176
	Iteration 18Q: 3 clusters Score -2.325475e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 179973 members 
Entering Unmasked Estep 
Score: -23255228.000000 Penalty: 6014.055176
	Iteration 19Q: 3 clusters Score -2.325523e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -23255708.000000 Penalty: 6014.055176
	Iteration 20F: 3 clusters Score -2.325571e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -23256198.000000 Penalty: 6014.055176
	Iteration 21Q: 3 clusters Score -2.32562e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 183083 members 
Entering Unmasked Estep 
Score: -23256408.000000 Penalty: 6014.055176
	Iteration 22Q: 3 clusters Score -2.325641e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -23256556.000000 Penalty: 6014.055176
	Iteration 23Q: 3 clusters Score -2.325656e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -23256718.000000 Penalty: 6014.055176
	Iteration 24Q: 3 clusters Score -2.325672e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 183778 members 
Entering Unmasked Estep 
Score: -23256740.000000 Penalty: 6014.055176
	Iteration 25Q: 3 clusters Score -2.325674e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 183826 members 
Entering Unmasked Estep 
Score: -23256768.000000 Penalty: 6014.055176
	Iteration 26Q: 3 clusters Score -2.325677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 183858 members 
Entering Unmasked Estep 
Score: -23256796.000000 Penalty: 6014.055176
	Iteration 27Q: 3 clusters Score -2.32568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -23256810.000000 Penalty: 6014.055176
	Iteration 28Q: 3 clusters Score -2.325681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -23256830.000000 Penalty: 6014.055176
	Iteration 29Q: 3 clusters Score -2.325683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 183909 members 
Entering Unmasked Estep 
Score: -23256872.000000 Penalty: 6014.055176
	Iteration 30Q: 3 clusters Score -2.325687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 183926 members 
Entering Unmasked Estep 
Score: -23256884.000000 Penalty: 6014.055176
	Iteration 31Q: 3 clusters Score -2.325688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 183937 members 
Entering Unmasked Estep 
Score: -23256878.000000 Penalty: 6014.055176
	Iteration 32Q: 3 clusters Score -2.325688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -23256888.000000 Penalty: 6014.055176
	Iteration 33Q: 3 clusters Score -2.325689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 183953 members 
Entering Unmasked Estep 
Score: -23256906.000000 Penalty: 6014.055176
	Iteration 34Q: 3 clusters Score -2.325691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 183957 members 
Entering Unmasked Estep 
Score: -23256906.000000 Penalty: 6014.055176
	Iteration 35Q: 3 clusters Score -2.325691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 183962 members 
Entering Unmasked Estep 
Score: -23256902.000000 Penalty: 6014.055176
	Iteration 36Q: 3 clusters Score -2.32569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 183966 members 
Entering Unmasked Estep 
Score: -23256914.000000 Penalty: 6014.055176
	Iteration 37Q: 3 clusters Score -2.325691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 183974 members 
Entering Unmasked Estep 
Score: -23256946.000000 Penalty: 6014.055176
	Iteration 38Q: 3 clusters Score -2.325695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 183975 members 
Entering Unmasked Estep 
Score: -23256936.000000 Penalty: 6014.055176
	Iteration 39Q: 3 clusters Score -2.325694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 183976 members 
Entering Unmasked Estep 
Score: -23256936.000000 Penalty: 6014.055176
	Iteration 40F: 3 clusters Score -2.325694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 183979 members 
Entering Unmasked Estep 
Score: -23256932.000000 Penalty: 6014.055176
	Iteration 41Q: 3 clusters Score -2.325693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 183983 members 
Entering Unmasked Estep 
Score: -23256932.000000 Penalty: 6014.055176
	Iteration 42Q: 3 clusters Score -2.325693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 183985 members 
Entering Unmasked Estep 
Score: -23256958.000000 Penalty: 6014.055176
	Iteration 43Q: 3 clusters Score -2.325696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 183990 members 
Entering Unmasked Estep 
Score: -23256942.000000 Penalty: 6014.055176
	Iteration 44Q: 3 clusters Score -2.325694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 183991 members 
Entering Unmasked Estep 
Score: -23256946.000000 Penalty: 6014.055176
	Iteration 45Q: 3 clusters Score -2.325695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183992 members 
Entering Unmasked Estep 
Score: -23256946.000000 Penalty: 6014.055176
	Iteration 46Q: 3 clusters Score -2.325695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183992 members 
Entering Unmasked Estep 
Score: -23256932.000000 Penalty: 6014.055176
	Iteration 47Q: 3 clusters Score -2.325693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183992 members 
Entering Unmasked Estep 
Score: -23256934.000000 Penalty: 6014.055176
	Iteration 48Q: 3 clusters Score -2.325693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183992 members 
Entering Unmasked Estep 
Score: -23256934.000000 Penalty: 6014.055176
	Iteration 49F: 3 clusters Score -2.325693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -112232.484375 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -112232.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110375.546875 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -110375.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110698.117188 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -110698.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110800.398438 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -110800.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110871.531250 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -110871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110907.726562 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -110907.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110970.851562 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -110970.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111038.078125 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -111038.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111098.000000 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -111098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111135.968750 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -111136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111163.937500 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -111163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111193.296875 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -111193.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111211.187500 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -111211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111232.492188 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -111232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111258.156250 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -111258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111279.437500 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -111279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111296.820312 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -111296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111317.054688 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -111317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111345.992188 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -111346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111375.625000 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -111375.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111470.531250 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -111470.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111777.804688 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -111777.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111961.140625 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -111961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112069.765625 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -112069.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112135.742188 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -112135.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112206.820312 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -112206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112236.578125 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -112236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112246.914062 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -112246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112246.914062 Penalty: 3395.028320
	Iteration 27F: 3 clusters Score -112246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 162267 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184446 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91510 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 167068 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 412 members 
Entering Unmasked Estep 
Score: -105753232.000000 Penalty: 77923.179688
Splitting cluster 9 changes total score from -105754888.000000 to -105753232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (15148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Entering Unmasked Estep 
Score: -1936074.500000 Penalty: 2387.154785
	Iteration 0F: 2 clusters Score -1936074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1925090.000000 Penalty: 4774.309570
	Iteration 0F: 3 clusters Score -1925090 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1928574.500000 Penalty: 4774.309570
	Iteration 1F: 3 clusters Score -1928574 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1928919.625000 Penalty: 4774.309570
	Iteration 2F: 3 clusters Score -1928920 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1929207.125000 Penalty: 4774.309570
	Iteration 3Q: 3 clusters Score -1929207 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1929492.250000 Penalty: 4774.309570
	Iteration 4Q: 3 clusters Score -1929492 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1929789.750000 Penalty: 4774.309570
	Iteration 5Q: 3 clusters Score -1929790 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1930096.250000 Penalty: 4774.309570
	Iteration 6Q: 3 clusters Score -1930096 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1930448.375000 Penalty: 4774.309570
	Iteration 7Q: 3 clusters Score -1930448 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1930895.500000 Penalty: 4774.309570
	Iteration 8Q: 3 clusters Score -1930896 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1931440.250000 Penalty: 4774.309570
	Iteration 9F: 3 clusters Score -1931440 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1932113.000000 Penalty: 4774.309570
	Iteration 10F: 3 clusters Score -1932113 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1932759.500000 Penalty: 4774.309570
	Iteration 11Q: 3 clusters Score -1932760 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1933316.375000 Penalty: 4774.309570
	Iteration 12Q: 3 clusters Score -1933316 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1933652.875000 Penalty: 4774.309570
	Iteration 13Q: 3 clusters Score -1933653 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1933820.125000 Penalty: 4774.309570
	Iteration 14Q: 3 clusters Score -1933820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1933899.750000 Penalty: 4774.309570
	Iteration 15Q: 3 clusters Score -1933900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1933950.375000 Penalty: 4774.309570
	Iteration 16Q: 3 clusters Score -1933950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1933987.000000 Penalty: 4774.309570
	Iteration 17Q: 3 clusters Score -1933987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1934015.500000 Penalty: 4774.309570
	Iteration 18Q: 3 clusters Score -1934016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1934040.375000 Penalty: 4774.309570
	Iteration 19Q: 3 clusters Score -1934040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1934054.750000 Penalty: 4774.309570
	Iteration 20F: 3 clusters Score -1934055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1934063.625000 Penalty: 4774.309570
	Iteration 21Q: 3 clusters Score -1934064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1934070.625000 Penalty: 4774.309570
	Iteration 22Q: 3 clusters Score -1934071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1934076.750000 Penalty: 4774.309570
	Iteration 23Q: 3 clusters Score -1934077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1934082.000000 Penalty: 4774.309570
	Iteration 24Q: 3 clusters Score -1934082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1934082.250000 Penalty: 4774.309570
	Iteration 25Q: 3 clusters Score -1934082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1934087.875000 Penalty: 4774.309570
	Iteration 26Q: 3 clusters Score -1934088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1934092.625000 Penalty: 4774.309570
	Iteration 27Q: 3 clusters Score -1934093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1934095.750000 Penalty: 4774.309570
	Iteration 28Q: 3 clusters Score -1934096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1934099.000000 Penalty: 4774.309570
	Iteration 29Q: 3 clusters Score -1934099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1934101.500000 Penalty: 4774.309570
	Iteration 30Q: 3 clusters Score -1934102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1934101.375000 Penalty: 4774.309570
	Iteration 31Q: 3 clusters Score -1934101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1934105.625000 Penalty: 4774.309570
	Iteration 32Q: 3 clusters Score -1934106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1934106.750000 Penalty: 4774.309570
	Iteration 33Q: 3 clusters Score -1934107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1934106.125000 Penalty: 4774.309570
	Iteration 34Q: 3 clusters Score -1934106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1934105.375000 Penalty: 4774.309570
	Iteration 35Q: 3 clusters Score -1934105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1934107.875000 Penalty: 4774.309570
	Iteration 36Q: 3 clusters Score -1934108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1934108.750000 Penalty: 4774.309570
	Iteration 37Q: 3 clusters Score -1934109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1934109.750000 Penalty: 4774.309570
	Iteration 38Q: 3 clusters Score -1934110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1934109.375000 Penalty: 4774.309570
	Iteration 39Q: 3 clusters Score -1934109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1934111.000000 Penalty: 4774.309570
	Iteration 40F: 3 clusters Score -1934111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1934109.250000 Penalty: 4774.309570
	Iteration 41Q: 3 clusters Score -1934109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1934108.875000 Penalty: 4774.309570
	Iteration 42Q: 3 clusters Score -1934109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1934107.875000 Penalty: 4774.309570
	Iteration 43Q: 3 clusters Score -1934108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1934107.875000 Penalty: 4774.309570
	Iteration 44F: 3 clusters Score -1934108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 275 members 
Entering Unmasked Estep 
Score: -66913.960938 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66913.96 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67095.359375 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67095.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67163.875000 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67163.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67203.976562 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67203.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67226.101562 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67238.335938 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67238.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67250.187500 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67250.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67254.156250 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67254.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67254.156250 Penalty: 3136.882080
	Iteration 8F: 3 clusters Score -67254.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30798.541016 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30798.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31157.210938 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -31157.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31493.925781 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31493.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31902.359375 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -31902.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32191.705078 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -32191.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -32435.228516 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -32435.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -32754.687500 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -32754.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32770.148438 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -32770.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -32794.941406 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -32794.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -32794.941406 Penalty: 2871.820312
	Iteration 9F: 3 clusters Score -32794.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 162267 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184446 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91510 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 167068 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 71 members 
Entering Unmasked Estep 
Score: -105753592.000000 Penalty: 77923.179688
Splitting cluster 12 changes total score from -105754888.000000 to -105753592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -82307.414062 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -82307.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80590.726562 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -80590.73 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80833.781250 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -80833.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80980.218750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -80980.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81097.125000 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -81097.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81157.882812 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -81157.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81202.726562 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -81202.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81244.992188 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -81244.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81293.539062 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -81293.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81340.992188 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -81340.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81371.382812 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -81371.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81404.460938 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -81404.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81425.617188 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -81425.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81450.117188 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -81450.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81474.195312 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -81474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81509.242188 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -81509.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81526.867188 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -81526.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81534.203125 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -81534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81537.281250 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -81537.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81538.359375 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -81538.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81538.359375 Penalty: 3267.424805
	Iteration 19F: 3 clusters Score -81538.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Entering Unmasked Estep 
Score: -11230192.000000 Penalty: 2833.202637
	Iteration 0F: 2 clusters Score -1.123019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -11168834.000000 Penalty: 5666.405273
	Iteration 0F: 3 clusters Score -1.116883e+07 nChanged 43169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -11193636.000000 Penalty: 5666.405273
	Iteration 1F: 3 clusters Score -1.119364e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -11194655.000000 Penalty: 5666.405273
	Iteration 2Q: 3 clusters Score -1.119466e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -11195881.000000 Penalty: 5666.405273
	Iteration 3Q: 3 clusters Score -1.119588e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -11197950.000000 Penalty: 5666.405273
	Iteration 4Q: 3 clusters Score -1.119795e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -11200973.000000 Penalty: 5666.405273
	Iteration 5F: 3 clusters Score -1.120097e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -11204988.000000 Penalty: 5666.405273
	Iteration 6F: 3 clusters Score -1.120499e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -11208971.000000 Penalty: 5666.405273
	Iteration 7F: 3 clusters Score -1.120897e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -11212107.000000 Penalty: 5666.405273
	Iteration 8F: 3 clusters Score -1.121211e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -11214045.000000 Penalty: 5666.405273
	Iteration 9Q: 3 clusters Score -1.121404e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -11215260.000000 Penalty: 5666.405273
	Iteration 10Q: 3 clusters Score -1.121526e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -11216390.000000 Penalty: 5666.405273
	Iteration 11Q: 3 clusters Score -1.121639e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -11217776.000000 Penalty: 5666.405273
	Iteration 12Q: 3 clusters Score -1.121778e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -11219655.000000 Penalty: 5666.405273
	Iteration 13Q: 3 clusters Score -1.121966e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -11222056.000000 Penalty: 5666.405273
	Iteration 14Q: 3 clusters Score -1.122206e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11224563.000000 Penalty: 5666.405273
	Iteration 15Q: 3 clusters Score -1.122456e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -11226702.000000 Penalty: 5666.405273
	Iteration 16Q: 3 clusters Score -1.12267e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -11227940.000000 Penalty: 5666.405273
	Iteration 17Q: 3 clusters Score -1.122794e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11228689.000000 Penalty: 5666.405273
	Iteration 18Q: 3 clusters Score -1.122869e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11228765.000000 Penalty: 5666.405273
	Iteration 19Q: 3 clusters Score -1.122876e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11228845.000000 Penalty: 5666.405273
	Iteration 20F: 3 clusters Score -1.122884e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11228898.000000 Penalty: 5666.405273
	Iteration 21Q: 3 clusters Score -1.12289e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -11228945.000000 Penalty: 5666.405273
	Iteration 22Q: 3 clusters Score -1.122894e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -11228960.000000 Penalty: 5666.405273
	Iteration 23Q: 3 clusters Score -1.122896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11228976.000000 Penalty: 5666.405273
	Iteration 24Q: 3 clusters Score -1.122898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11228971.000000 Penalty: 5666.405273
	Iteration 25Q: 3 clusters Score -1.122897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11228996.000000 Penalty: 5666.405273
	Iteration 26Q: 3 clusters Score -1.1229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11228988.000000 Penalty: 5666.405273
	Iteration 27Q: 3 clusters Score -1.122899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11228999.000000 Penalty: 5666.405273
	Iteration 28Q: 3 clusters Score -1.1229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11229006.000000 Penalty: 5666.405273
	Iteration 29Q: 3 clusters Score -1.122901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11229024.000000 Penalty: 5666.405273
	Iteration 30Q: 3 clusters Score -1.122902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11229018.000000 Penalty: 5666.405273
	Iteration 31Q: 3 clusters Score -1.122902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11229017.000000 Penalty: 5666.405273
	Iteration 32Q: 3 clusters Score -1.122902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11229003.000000 Penalty: 5666.405273
	Iteration 33Q: 3 clusters Score -1.1229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11229013.000000 Penalty: 5666.405273
	Iteration 34Q: 3 clusters Score -1.122901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11229022.000000 Penalty: 5666.405273
	Iteration 35Q: 3 clusters Score -1.122902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11229016.000000 Penalty: 5666.405273
	Iteration 36Q: 3 clusters Score -1.122902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11229014.000000 Penalty: 5666.405273
	Iteration 37Q: 3 clusters Score -1.122901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11229022.000000 Penalty: 5666.405273
	Iteration 38Q: 3 clusters Score -1.122902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11229023.000000 Penalty: 5666.405273
	Iteration 39Q: 3 clusters Score -1.122902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11229011.000000 Penalty: 5666.405273
	Iteration 40F: 3 clusters Score -1.122901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11229010.000000 Penalty: 5666.405273
	Iteration 41Q: 3 clusters Score -1.122901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11229010.000000 Penalty: 5666.405273
	Iteration 42F: 3 clusters Score -1.122901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 342 members 
Entering Unmasked Estep 
Score: -71104.218750 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71104.22 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71518.500000 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71518.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72139.226562 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -72139.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72502.226562 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -72502.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72620.421875 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -72620.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72700.187500 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -72700.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -72748.437500 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -72748.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72767.101562 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -72782.046875 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72782.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -72802.523438 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -72802.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -72819.906250 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -72819.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72822.070312 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -72822.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72822.070312 Penalty: 3223.147949
	Iteration 12F: 3 clusters Score -72822.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 162267 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184446 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91510 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 167068 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 529 members 
Entering Unmasked Estep 
Score: -105753024.000000 Penalty: 77923.179688
Splitting cluster 15 changes total score from -105754888.000000 to -105753024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Entering Unmasked Estep 
Score: -1568108.375000 Penalty: 2335.584473
	Iteration 0F: 2 clusters Score -1568108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1558961.625000 Penalty: 4671.168945
	Iteration 0F: 3 clusters Score -1558962 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1561725.875000 Penalty: 4671.168945
	Iteration 1F: 3 clusters Score -1561726 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1562149.625000 Penalty: 4671.168945
	Iteration 2F: 3 clusters Score -1562150 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1562596.125000 Penalty: 4671.168945
	Iteration 3F: 3 clusters Score -1562596 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1562987.250000 Penalty: 4671.168945
	Iteration 4F: 3 clusters Score -1562987 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1563454.375000 Penalty: 4671.168945
	Iteration 5F: 3 clusters Score -1563454 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1563951.125000 Penalty: 4671.168945
	Iteration 6F: 3 clusters Score -1563951 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1564527.125000 Penalty: 4671.168945
	Iteration 7F: 3 clusters Score -1564527 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1565084.000000 Penalty: 4671.168945
	Iteration 8F: 3 clusters Score -1565084 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1565577.000000 Penalty: 4671.168945
	Iteration 9F: 3 clusters Score -1565577 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1565979.500000 Penalty: 4671.168945
	Iteration 10Q: 3 clusters Score -1565980 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1566253.125000 Penalty: 4671.168945
	Iteration 11Q: 3 clusters Score -1566253 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1566465.750000 Penalty: 4671.168945
	Iteration 12Q: 3 clusters Score -1566466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1566590.125000 Penalty: 4671.168945
	Iteration 13Q: 3 clusters Score -1566590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1566684.625000 Penalty: 4671.168945
	Iteration 14Q: 3 clusters Score -1566685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1566753.250000 Penalty: 4671.168945
	Iteration 15Q: 3 clusters Score -1566753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1566806.375000 Penalty: 4671.168945
	Iteration 16Q: 3 clusters Score -1566806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1566841.375000 Penalty: 4671.168945
	Iteration 17Q: 3 clusters Score -1566841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1566867.875000 Penalty: 4671.168945
	Iteration 18Q: 3 clusters Score -1566868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1566881.625000 Penalty: 4671.168945
	Iteration 19Q: 3 clusters Score -1566882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1566888.750000 Penalty: 4671.168945
	Iteration 20F: 3 clusters Score -1566889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1566891.500000 Penalty: 4671.168945
	Iteration 21Q: 3 clusters Score -1566892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1566896.000000 Penalty: 4671.168945
	Iteration 22Q: 3 clusters Score -1566896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1566904.000000 Penalty: 4671.168945
	Iteration 23Q: 3 clusters Score -1566904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1566909.500000 Penalty: 4671.168945
	Iteration 24Q: 3 clusters Score -1566910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1566913.625000 Penalty: 4671.168945
	Iteration 25Q: 3 clusters Score -1566914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1566917.750000 Penalty: 4671.168945
	Iteration 26Q: 3 clusters Score -1566918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1566917.625000 Penalty: 4671.168945
	Iteration 27Q: 3 clusters Score -1566918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1566920.875000 Penalty: 4671.168945
	Iteration 28Q: 3 clusters Score -1566921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1566922.500000 Penalty: 4671.168945
	Iteration 29Q: 3 clusters Score -1566922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1566923.750000 Penalty: 4671.168945
	Iteration 30Q: 3 clusters Score -1566924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1566927.125000 Penalty: 4671.168945
	Iteration 31Q: 3 clusters Score -1566927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1566931.500000 Penalty: 4671.168945
	Iteration 32Q: 3 clusters Score -1566932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1566930.250000 Penalty: 4671.168945
	Iteration 33Q: 3 clusters Score -1566930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1566930.250000 Penalty: 4671.168945
	Iteration 34F: 3 clusters Score -1566930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167068 members 
Entering Unmasked Estep 
Score: -20978940.000000 Penalty: 2982.486816
	Iteration 0F: 2 clusters Score -2.097894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -20869432.000000 Penalty: 5964.973633
	Iteration 0F: 3 clusters Score -2.086943e+07 nChanged 79890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -20915410.000000 Penalty: 5964.973633
	Iteration 1F: 3 clusters Score -2.091541e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -20916242.000000 Penalty: 5964.973633
	Iteration 2Q: 3 clusters Score -2.091624e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -20917146.000000 Penalty: 5964.973633
	Iteration 3Q: 3 clusters Score -2.091715e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -20918246.000000 Penalty: 5964.973633
	Iteration 4Q: 3 clusters Score -2.091825e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -20919810.000000 Penalty: 5964.973633
	Iteration 5Q: 3 clusters Score -2.091981e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -20922178.000000 Penalty: 5964.973633
	Iteration 6Q: 3 clusters Score -2.092218e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -20926216.000000 Penalty: 5964.973633
	Iteration 7Q: 3 clusters Score -2.092622e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -20933098.000000 Penalty: 5964.973633
	Iteration 8F: 3 clusters Score -2.09331e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -20943594.000000 Penalty: 5964.973633
	Iteration 9F: 3 clusters Score -2.094359e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -20955910.000000 Penalty: 5964.973633
	Iteration 10F: 3 clusters Score -2.095591e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 120339 members 
Entering Unmasked Estep 
Score: -20964916.000000 Penalty: 5964.973633
	Iteration 11F: 3 clusters Score -2.096492e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -20970292.000000 Penalty: 5964.973633
	Iteration 12Q: 3 clusters Score -2.097029e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -20973770.000000 Penalty: 5964.973633
	Iteration 13Q: 3 clusters Score -2.097377e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -20976334.000000 Penalty: 5964.973633
	Iteration 14Q: 3 clusters Score -2.097633e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 124485 members 
Entering Unmasked Estep 
Score: -20977720.000000 Penalty: 5964.973633
	Iteration 15Q: 3 clusters Score -2.097772e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -20978710.000000 Penalty: 5964.973633
	Iteration 16Q: 3 clusters Score -2.097871e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -20979200.000000 Penalty: 5964.973633
	Iteration 17Q: 3 clusters Score -2.09792e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -20979416.000000 Penalty: 5964.973633
	Iteration 18Q: 3 clusters Score -2.097942e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -20979458.000000 Penalty: 5964.973633
	Iteration 19Q: 3 clusters Score -2.097946e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -20979504.000000 Penalty: 5964.973633
	Iteration 20F: 3 clusters Score -2.09795e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -20979534.000000 Penalty: 5964.973633
	Iteration 21Q: 3 clusters Score -2.097953e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -20979536.000000 Penalty: 5964.973633
	Iteration 22Q: 3 clusters Score -2.097954e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -20979486.000000 Penalty: 5964.973633
	Iteration 23Q: 3 clusters Score -2.097949e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -20979486.000000 Penalty: 5964.973633
	Iteration 24Q: 3 clusters Score -2.097949e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -20979486.000000 Penalty: 5964.973633
	Iteration 25Q: 3 clusters Score -2.097949e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -20979464.000000 Penalty: 5964.973633
	Iteration 26Q: 3 clusters Score -2.097946e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -20979444.000000 Penalty: 5964.973633
	Iteration 27Q: 3 clusters Score -2.097944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -20979426.000000 Penalty: 5964.973633
	Iteration 28Q: 3 clusters Score -2.097943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -20979448.000000 Penalty: 5964.973633
	Iteration 29Q: 3 clusters Score -2.097945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -20979434.000000 Penalty: 5964.973633
	Iteration 30Q: 3 clusters Score -2.097943e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -20979444.000000 Penalty: 5964.973633
	Iteration 31Q: 3 clusters Score -2.097944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -20979448.000000 Penalty: 5964.973633
	Iteration 32Q: 3 clusters Score -2.097945e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 123685 members 
Entering Unmasked Estep 
Score: -20979468.000000 Penalty: 5964.973633
	Iteration 33Q: 3 clusters Score -2.097947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -20979454.000000 Penalty: 5964.973633
	Iteration 34Q: 3 clusters Score -2.097945e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -20979438.000000 Penalty: 5964.973633
	Iteration 35Q: 3 clusters Score -2.097944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 123568 members 
Entering Unmasked Estep 
Score: -20979454.000000 Penalty: 5964.973633
	Iteration 36Q: 3 clusters Score -2.097945e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -20979458.000000 Penalty: 5964.973633
	Iteration 37Q: 3 clusters Score -2.097946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 123499 members 
Entering Unmasked Estep 
Score: -20979468.000000 Penalty: 5964.973633
	Iteration 38Q: 3 clusters Score -2.097947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -20979462.000000 Penalty: 5964.973633
	Iteration 39Q: 3 clusters Score -2.097946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -20979470.000000 Penalty: 5964.973633
	Iteration 40F: 3 clusters Score -2.097947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -20979460.000000 Penalty: 5964.973633
	Iteration 41Q: 3 clusters Score -2.097946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -20979486.000000 Penalty: 5964.973633
	Iteration 42Q: 3 clusters Score -2.097949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -20979488.000000 Penalty: 5964.973633
	Iteration 43Q: 3 clusters Score -2.097949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
Score: -20979480.000000 Penalty: 5964.973633
	Iteration 44Q: 3 clusters Score -2.097948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -20979472.000000 Penalty: 5964.973633
	Iteration 45Q: 3 clusters Score -2.097947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -20979474.000000 Penalty: 5964.973633
	Iteration 46Q: 3 clusters Score -2.097947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -20979484.000000 Penalty: 5964.973633
	Iteration 47Q: 3 clusters Score -2.097948e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -20979482.000000 Penalty: 5964.973633
	Iteration 48Q: 3 clusters Score -2.097948e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -20979472.000000 Penalty: 5964.973633
	Iteration 49Q: 3 clusters Score -2.097947e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -20979444.000000 Penalty: 5964.973633
	Iteration 50Q: 3 clusters Score -2.097944e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 122944 members 
Entering Unmasked Estep 
Score: -20979432.000000 Penalty: 5964.973633
	Iteration 51Q: 3 clusters Score -2.097943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -20979442.000000 Penalty: 5964.973633
	Iteration 52Q: 3 clusters Score -2.097944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -20979422.000000 Penalty: 5964.973633
	Iteration 53Q: 3 clusters Score -2.097942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -20979428.000000 Penalty: 5964.973633
	Iteration 54Q: 3 clusters Score -2.097943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 122818 members 
Entering Unmasked Estep 
Score: -20979452.000000 Penalty: 5964.973633
	Iteration 55Q: 3 clusters Score -2.097945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 122797 members 
Entering Unmasked Estep 
Score: -20979466.000000 Penalty: 5964.973633
	Iteration 56Q: 3 clusters Score -2.097947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -20979458.000000 Penalty: 5964.973633
	Iteration 57Q: 3 clusters Score -2.097946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -20979452.000000 Penalty: 5964.973633
	Iteration 58Q: 3 clusters Score -2.097945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 122736 members 
Entering Unmasked Estep 
Score: -20979442.000000 Penalty: 5964.973633
	Iteration 59Q: 3 clusters Score -2.097944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -20979440.000000 Penalty: 5964.973633
	Iteration 60F: 3 clusters Score -2.097944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 122708 members 
Entering Unmasked Estep 
Score: -20979436.000000 Penalty: 5964.973633
	Iteration 61Q: 3 clusters Score -2.097944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -20979438.000000 Penalty: 5964.973633
	Iteration 62Q: 3 clusters Score -2.097944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -20979436.000000 Penalty: 5964.973633
	Iteration 63Q: 3 clusters Score -2.097944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -20979454.000000 Penalty: 5964.973633
	Iteration 64Q: 3 clusters Score -2.097945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 122664 members 
Entering Unmasked Estep 
Score: -20979460.000000 Penalty: 5964.973633
	Iteration 65Q: 3 clusters Score -2.097946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -20979442.000000 Penalty: 5964.973633
	Iteration 66Q: 3 clusters Score -2.097944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -20979464.000000 Penalty: 5964.973633
	Iteration 67Q: 3 clusters Score -2.097946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -20979452.000000 Penalty: 5964.973633
	Iteration 68Q: 3 clusters Score -2.097945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -20979446.000000 Penalty: 5964.973633
	Iteration 69Q: 3 clusters Score -2.097945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -20979448.000000 Penalty: 5964.973633
	Iteration 70Q: 3 clusters Score -2.097945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 122614 members 
Entering Unmasked Estep 
Score: -20979464.000000 Penalty: 5964.973633
	Iteration 71Q: 3 clusters Score -2.097946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -20979452.000000 Penalty: 5964.973633
	Iteration 72Q: 3 clusters Score -2.097945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 122597 members 
Entering Unmasked Estep 
Score: -20979458.000000 Penalty: 5964.973633
	Iteration 73Q: 3 clusters Score -2.097946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 122590 members 
Entering Unmasked Estep 
Score: -20979460.000000 Penalty: 5964.973633
	Iteration 74Q: 3 clusters Score -2.097946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 122588 members 
Entering Unmasked Estep 
Score: -20979434.000000 Penalty: 5964.973633
	Iteration 75Q: 3 clusters Score -2.097943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -20979438.000000 Penalty: 5964.973633
	Iteration 76Q: 3 clusters Score -2.097944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -20979450.000000 Penalty: 5964.973633
	Iteration 77Q: 3 clusters Score -2.097945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -20979450.000000 Penalty: 5964.973633
	Iteration 78F: 3 clusters Score -2.097945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 162267 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184446 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91510 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 44486 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 122582 members 
Entering Unmasked Estep 
Score: -105754512.000000 Penalty: 77923.179688
Splitting cluster 17 changes total score from -105754888.000000 to -105754512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (25588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Entering Unmasked Estep 
Score: -3253863.750000 Penalty: 2517.169922
	Iteration 0F: 2 clusters Score -3253864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3236145.250000 Penalty: 5034.339844
	Iteration 0F: 3 clusters Score -3236145 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3242268.750000 Penalty: 5034.339844
	Iteration 1F: 3 clusters Score -3242269 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3242694.750000 Penalty: 5034.339844
	Iteration 2F: 3 clusters Score -3242695 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3243022.500000 Penalty: 5034.339844
	Iteration 3Q: 3 clusters Score -3243022 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3243311.250000 Penalty: 5034.339844
	Iteration 4Q: 3 clusters Score -3243311 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3243544.000000 Penalty: 5034.339844
	Iteration 5Q: 3 clusters Score -3243544 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3243782.750000 Penalty: 5034.339844
	Iteration 6Q: 3 clusters Score -3243783 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3244007.500000 Penalty: 5034.339844
	Iteration 7Q: 3 clusters Score -3244008 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3244310.500000 Penalty: 5034.339844
	Iteration 8Q: 3 clusters Score -3244310 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3244735.250000 Penalty: 5034.339844
	Iteration 9Q: 3 clusters Score -3244735 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3245317.500000 Penalty: 5034.339844
	Iteration 10Q: 3 clusters Score -3245318 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3246079.000000 Penalty: 5034.339844
	Iteration 11Q: 3 clusters Score -3246079 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3247066.000000 Penalty: 5034.339844
	Iteration 12F: 3 clusters Score -3247066 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3248037.750000 Penalty: 5034.339844
	Iteration 13F: 3 clusters Score -3248038 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3248743.250000 Penalty: 5034.339844
	Iteration 14Q: 3 clusters Score -3248743 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3249164.500000 Penalty: 5034.339844
	Iteration 15Q: 3 clusters Score -3249164 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3249417.500000 Penalty: 5034.339844
	Iteration 16Q: 3 clusters Score -3249418 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3249627.250000 Penalty: 5034.339844
	Iteration 17Q: 3 clusters Score -3249627 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3249841.250000 Penalty: 5034.339844
	Iteration 18Q: 3 clusters Score -3249841 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3250022.750000 Penalty: 5034.339844
	Iteration 19Q: 3 clusters Score -3250023 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3250211.500000 Penalty: 5034.339844
	Iteration 20F: 3 clusters Score -3250212 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3250378.000000 Penalty: 5034.339844
	Iteration 21Q: 3 clusters Score -3250378 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3250557.500000 Penalty: 5034.339844
	Iteration 22Q: 3 clusters Score -3250558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3250802.500000 Penalty: 5034.339844
	Iteration 23Q: 3 clusters Score -3250802 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3251080.250000 Penalty: 5034.339844
	Iteration 24Q: 3 clusters Score -3251080 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3251342.250000 Penalty: 5034.339844
	Iteration 25Q: 3 clusters Score -3251342 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3251623.750000 Penalty: 5034.339844
	Iteration 26Q: 3 clusters Score -3251624 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3251850.250000 Penalty: 5034.339844
	Iteration 27Q: 3 clusters Score -3251850 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3251987.750000 Penalty: 5034.339844
	Iteration 28Q: 3 clusters Score -3251988 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3252081.500000 Penalty: 5034.339844
	Iteration 29Q: 3 clusters Score -3252082 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3252146.750000 Penalty: 5034.339844
	Iteration 30Q: 3 clusters Score -3252147 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3252180.500000 Penalty: 5034.339844
	Iteration 31Q: 3 clusters Score -3252180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3252210.500000 Penalty: 5034.339844
	Iteration 32Q: 3 clusters Score -3252210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3252240.000000 Penalty: 5034.339844
	Iteration 33Q: 3 clusters Score -3252240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3252254.250000 Penalty: 5034.339844
	Iteration 34Q: 3 clusters Score -3252254 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3252273.500000 Penalty: 5034.339844
	Iteration 35Q: 3 clusters Score -3252274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3252286.250000 Penalty: 5034.339844
	Iteration 36Q: 3 clusters Score -3252286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3252282.500000 Penalty: 5034.339844
	Iteration 37Q: 3 clusters Score -3252282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3252292.250000 Penalty: 5034.339844
	Iteration 38Q: 3 clusters Score -3252292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3252293.000000 Penalty: 5034.339844
	Iteration 39Q: 3 clusters Score -3252293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3252304.000000 Penalty: 5034.339844
	Iteration 40F: 3 clusters Score -3252304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3252299.500000 Penalty: 5034.339844
	Iteration 41Q: 3 clusters Score -3252300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3252303.500000 Penalty: 5034.339844
	Iteration 42Q: 3 clusters Score -3252304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3252307.000000 Penalty: 5034.339844
	Iteration 43Q: 3 clusters Score -3252307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3252311.250000 Penalty: 5034.339844
	Iteration 44Q: 3 clusters Score -3252311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3252314.750000 Penalty: 5034.339844
	Iteration 45Q: 3 clusters Score -3252315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3252319.750000 Penalty: 5034.339844
	Iteration 46Q: 3 clusters Score -3252320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3252321.500000 Penalty: 5034.339844
	Iteration 47Q: 3 clusters Score -3252322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3252325.500000 Penalty: 5034.339844
	Iteration 48Q: 3 clusters Score -3252326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3252326.250000 Penalty: 5034.339844
	Iteration 49Q: 3 clusters Score -3252326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3252324.750000 Penalty: 5034.339844
	Iteration 50Q: 3 clusters Score -3252325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3252324.000000 Penalty: 5034.339844
	Iteration 51Q: 3 clusters Score -3252324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3252326.500000 Penalty: 5034.339844
	Iteration 52Q: 3 clusters Score -3252326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3252326.250000 Penalty: 5034.339844
	Iteration 53Q: 3 clusters Score -3252326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3252329.000000 Penalty: 5034.339844
	Iteration 54Q: 3 clusters Score -3252329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3252333.250000 Penalty: 5034.339844
	Iteration 55Q: 3 clusters Score -3252333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3252327.500000 Penalty: 5034.339844
	Iteration 56Q: 3 clusters Score -3252328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3252330.500000 Penalty: 5034.339844
	Iteration 57Q: 3 clusters Score -3252330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3252331.500000 Penalty: 5034.339844
	Iteration 58Q: 3 clusters Score -3252332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3252331.500000 Penalty: 5034.339844
	Iteration 59Q: 3 clusters Score -3252332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3252333.750000 Penalty: 5034.339844
	Iteration 60F: 3 clusters Score -3252334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3252330.500000 Penalty: 5034.339844
	Iteration 61Q: 3 clusters Score -3252330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3252335.000000 Penalty: 5034.339844
	Iteration 62Q: 3 clusters Score -3252335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3252333.250000 Penalty: 5034.339844
	Iteration 63Q: 3 clusters Score -3252333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3252339.250000 Penalty: 5034.339844
	Iteration 64Q: 3 clusters Score -3252339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3252342.750000 Penalty: 5034.339844
	Iteration 65Q: 3 clusters Score -3252343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3252343.000000 Penalty: 5034.339844
	Iteration 66Q: 3 clusters Score -3252343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3252341.750000 Penalty: 5034.339844
	Iteration 67Q: 3 clusters Score -3252342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3252339.250000 Penalty: 5034.339844
	Iteration 68Q: 3 clusters Score -3252339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3252336.000000 Penalty: 5034.339844
	Iteration 69Q: 3 clusters Score -3252336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3252336.750000 Penalty: 5034.339844
	Iteration 70Q: 3 clusters Score -3252337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3252331.000000 Penalty: 5034.339844
	Iteration 71Q: 3 clusters Score -3252331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3252331.250000 Penalty: 5034.339844
	Iteration 72Q: 3 clusters Score -3252331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3252333.000000 Penalty: 5034.339844
	Iteration 73Q: 3 clusters Score -3252333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3252337.250000 Penalty: 5034.339844
	Iteration 74Q: 3 clusters Score -3252337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3252335.000000 Penalty: 5034.339844
	Iteration 75Q: 3 clusters Score -3252335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3252334.000000 Penalty: 5034.339844
	Iteration 76Q: 3 clusters Score -3252334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3252333.000000 Penalty: 5034.339844
	Iteration 77Q: 3 clusters Score -3252333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3252335.500000 Penalty: 5034.339844
	Iteration 78Q: 3 clusters Score -3252336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3252334.000000 Penalty: 5034.339844
	Iteration 79Q: 3 clusters Score -3252334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3252339.500000 Penalty: 5034.339844
	Iteration 80F: 3 clusters Score -3252340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3252340.000000 Penalty: 5034.339844
	Iteration 81Q: 3 clusters Score -3252340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3252338.500000 Penalty: 5034.339844
	Iteration 82Q: 3 clusters Score -3252338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3252339.500000 Penalty: 5034.339844
	Iteration 83Q: 3 clusters Score -3252340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3252340.500000 Penalty: 5034.339844
	Iteration 84Q: 3 clusters Score -3252340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3252340.500000 Penalty: 5034.339844
	Iteration 85F: 3 clusters Score -3252340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -224919.546875 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -224919.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -222412.906250 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -222412.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222905.875000 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -222905.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223082.390625 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -223082.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223191.093750 Penalty: 3746.430176
	Iteration 3F: 3 clusters Score -223191.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223270.046875 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -223270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -223334.453125 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -223334.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -223409.765625 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -223409.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -223487.640625 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -223487.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -223614.390625 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -223614.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -223712.187500 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -223712.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -223798.234375 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -223798.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -223879.656250 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -223879.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -223947.062500 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -223947.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -224015.296875 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -224015.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -224054.953125 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -224055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -224112.734375 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -224112.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -224167.984375 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -224168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -224217.609375 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -224217.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -224277.687500 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -224277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -224319.875000 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -224319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -224335.421875 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -224335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -224341.234375 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -224341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -224342.359375 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -224342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -224342.359375 Penalty: 3746.430176
	Iteration 23F: 3 clusters Score -224342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 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 157 members 
Entering Unmasked Estep 
Score: -29547.345703 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29547.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29898.169922 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29898.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29989.220703 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29989.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30002.318359 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -30002.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30030.550781 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -30030.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30050.708984 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -30050.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30054.453125 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -30054.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30057.472656 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -30057.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30067.992188 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -30067.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30073.857422 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -30073.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30073.857422 Penalty: 2873.334717
	Iteration 10F: 3 clusters Score -30073.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Entering Unmasked Estep 
Score: -1727016.250000 Penalty: 2372.398926
	Iteration 0F: 2 clusters Score -1727016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1716719.125000 Penalty: 4744.797852
	Iteration 0F: 3 clusters Score -1716719 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1719848.125000 Penalty: 4744.797852
	Iteration 1F: 3 clusters Score -1719848 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1720147.875000 Penalty: 4744.797852
	Iteration 2F: 3 clusters Score -1720148 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1720386.000000 Penalty: 4744.797852
	Iteration 3Q: 3 clusters Score -1720386 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1720590.625000 Penalty: 4744.797852
	Iteration 4Q: 3 clusters Score -1720591 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1720778.500000 Penalty: 4744.797852
	Iteration 5Q: 3 clusters Score -1720778 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1721003.500000 Penalty: 4744.797852
	Iteration 6Q: 3 clusters Score -1721004 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1721274.625000 Penalty: 4744.797852
	Iteration 7Q: 3 clusters Score -1721275 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1721592.625000 Penalty: 4744.797852
	Iteration 8Q: 3 clusters Score -1721593 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1722031.750000 Penalty: 4744.797852
	Iteration 9Q: 3 clusters Score -1722032 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1722533.000000 Penalty: 4744.797852
	Iteration 10F: 3 clusters Score -1722533 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1723161.750000 Penalty: 4744.797852
	Iteration 11F: 3 clusters Score -1723162 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1723755.875000 Penalty: 4744.797852
	Iteration 12Q: 3 clusters Score -1723756 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1724209.250000 Penalty: 4744.797852
	Iteration 13Q: 3 clusters Score -1724209 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1724496.250000 Penalty: 4744.797852
	Iteration 14Q: 3 clusters Score -1724496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1724660.625000 Penalty: 4744.797852
	Iteration 15Q: 3 clusters Score -1724661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1724749.250000 Penalty: 4744.797852
	Iteration 16Q: 3 clusters Score -1724749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1724800.625000 Penalty: 4744.797852
	Iteration 17Q: 3 clusters Score -1724801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1724832.375000 Penalty: 4744.797852
	Iteration 18Q: 3 clusters Score -1724832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1724863.375000 Penalty: 4744.797852
	Iteration 19Q: 3 clusters Score -1724863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1724882.875000 Penalty: 4744.797852
	Iteration 20F: 3 clusters Score -1724883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1724899.375000 Penalty: 4744.797852
	Iteration 21Q: 3 clusters Score -1724899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1724909.125000 Penalty: 4744.797852
	Iteration 22Q: 3 clusters Score -1724909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1724911.875000 Penalty: 4744.797852
	Iteration 23Q: 3 clusters Score -1724912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1724912.750000 Penalty: 4744.797852
	Iteration 24Q: 3 clusters Score -1724913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1724915.250000 Penalty: 4744.797852
	Iteration 25Q: 3 clusters Score -1724915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1724920.875000 Penalty: 4744.797852
	Iteration 26Q: 3 clusters Score -1724921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1724926.875000 Penalty: 4744.797852
	Iteration 27Q: 3 clusters Score -1724927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1724931.375000 Penalty: 4744.797852
	Iteration 28Q: 3 clusters Score -1724931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1724935.375000 Penalty: 4744.797852
	Iteration 29Q: 3 clusters Score -1724935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1724941.250000 Penalty: 4744.797852
	Iteration 30Q: 3 clusters Score -1724941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1724946.000000 Penalty: 4744.797852
	Iteration 31Q: 3 clusters Score -1724946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1724946.750000 Penalty: 4744.797852
	Iteration 32Q: 3 clusters Score -1724947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1724946.750000 Penalty: 4744.797852
	Iteration 33F: 3 clusters Score -1724947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 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 299 members 
Entering Unmasked Estep 
Score: -63348.128906 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63348.13 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63624.160156 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63624.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63709.332031 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63709.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63745.613281 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63745.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63771.324219 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63771.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63794.203125 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63794.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63814.722656 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63814.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63833.988281 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -63833.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63843.085938 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -63843.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63850.218750 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -63850.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63852.585938 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -63852.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63853.968750 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -63853.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63855.750000 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -63855.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63855.750000 Penalty: 3171.221191
	Iteration 13F: 3 clusters Score -63855.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 162267 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184446 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91510 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 167068 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754776.000000 Penalty: 74535.210938
Iteration 199Q: 23 clusters Score -1.057548e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16445 members 
Mstep: Class 5 contains 162314 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184531 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15132 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91544 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12311 members 
Mstep: Class 17 contains 167040 members 
Mstep: Class 18 contains 25487 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14285 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755024.000000 Penalty: 74535.210938
Iteration 200F: 23 clusters Score -1.05755e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16431 members 
Mstep: Class 5 contains 162353 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184567 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15125 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91581 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 167055 members 
Mstep: Class 18 contains 25387 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14297 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755128.000000 Penalty: 74535.210938
Iteration 201Q: 23 clusters Score -1.057551e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156350 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16412 members 
Mstep: Class 5 contains 162360 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 184628 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15114 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91619 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12324 members 
Mstep: Class 17 contains 167070 members 
Mstep: Class 18 contains 25285 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14308 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754992.000000 Penalty: 74535.210938
Iteration 202Q: 23 clusters Score -1.05755e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16390 members 
Mstep: Class 5 contains 162404 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 184673 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15113 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91640 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 167086 members 
Mstep: Class 18 contains 25178 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14326 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754984.000000 Penalty: 74535.210938
Iteration 203Q: 23 clusters Score -1.05755e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16371 members 
Mstep: Class 5 contains 162465 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184667 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15112 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91662 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12341 members 
Mstep: Class 17 contains 167117 members 
Mstep: Class 18 contains 25086 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14342 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755056.000000 Penalty: 74535.210938
Iteration 204Q: 23 clusters Score -1.057551e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16355 members 
Mstep: Class 5 contains 162549 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184664 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15106 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91687 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 167156 members 
Mstep: Class 18 contains 24978 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755056.000000 Penalty: 74535.210938
Iteration 205Q: 23 clusters Score -1.057551e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156202 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16339 members 
Mstep: Class 5 contains 162640 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184649 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15107 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91711 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12354 members 
Mstep: Class 17 contains 167206 members 
Mstep: Class 18 contains 24894 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755104.000000 Penalty: 74535.210938
Iteration 206Q: 23 clusters Score -1.057551e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16326 members 
Mstep: Class 5 contains 162699 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184674 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15102 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91742 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12353 members 
Mstep: Class 17 contains 167224 members 
Mstep: Class 18 contains 24817 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755040.000000 Penalty: 74535.210938
Iteration 207Q: 23 clusters Score -1.05755e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16307 members 
Mstep: Class 5 contains 162731 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184696 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91765 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 167261 members 
Mstep: Class 18 contains 24742 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14381 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755096.000000 Penalty: 74535.210938
Iteration 208Q: 23 clusters Score -1.057551e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156115 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 162755 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184724 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15096 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91808 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12339 members 
Mstep: Class 17 contains 167291 members 
Mstep: Class 18 contains 24649 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14390 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755016.000000 Penalty: 74535.210938
Iteration 209Q: 23 clusters Score -1.05755e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 162808 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 184732 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15093 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91839 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12334 members 
Mstep: Class 17 contains 167346 members 
Mstep: Class 18 contains 24542 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14401 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755176.000000 Penalty: 74535.210938
Iteration 210Q: 23 clusters Score -1.057552e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 162846 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 184735 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 91870 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12334 members 
Mstep: Class 17 contains 167392 members 
Mstep: Class 18 contains 24447 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14412 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755008.000000 Penalty: 74535.210938
Iteration 211Q: 23 clusters Score -1.05755e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 162867 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 184740 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91904 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 167439 members 
Mstep: Class 18 contains 24370 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14421 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754968.000000 Penalty: 74535.210938
Iteration 212Q: 23 clusters Score -1.05755e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16236 members 
Mstep: Class 5 contains 162859 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 184750 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91933 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12336 members 
Mstep: Class 17 contains 167489 members 
Mstep: Class 18 contains 24308 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755208.000000 Penalty: 74535.210938
Iteration 213Q: 23 clusters Score -1.057552e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16225 members 
Mstep: Class 5 contains 162815 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 184725 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15090 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91960 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12334 members 
Mstep: Class 17 contains 167551 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755064.000000 Penalty: 74535.210938
Iteration 214Q: 23 clusters Score -1.057551e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16214 members 
Mstep: Class 5 contains 162792 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 184674 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15091 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91974 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12328 members 
Mstep: Class 17 contains 167630 members 
Mstep: Class 18 contains 24202 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14450 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755088.000000 Penalty: 74535.210938
Iteration 215Q: 23 clusters Score -1.057551e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16201 members 
Mstep: Class 5 contains 162757 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 184646 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 91996 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 167705 members 
Mstep: Class 18 contains 24154 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14458 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755112.000000 Penalty: 74535.210938
Iteration 216Q: 23 clusters Score -1.057551e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156131 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16182 members 
Mstep: Class 5 contains 162749 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 184629 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 92018 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12312 members 
Mstep: Class 17 contains 167789 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14462 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755200.000000 Penalty: 74535.210938
Iteration 217Q: 23 clusters Score -1.057552e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16170 members 
Mstep: Class 5 contains 162778 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 184623 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 92040 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 167832 members 
Mstep: Class 18 contains 24047 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14465 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755216.000000 Penalty: 74535.210938
Iteration 218Q: 23 clusters Score -1.057552e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16154 members 
Mstep: Class 5 contains 162801 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 184626 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92066 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 167853 members 
Mstep: Class 18 contains 23985 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14471 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755144.000000 Penalty: 74535.210938
Iteration 219Q: 23 clusters Score -1.057551e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16137 members 
Mstep: Class 5 contains 162819 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 184634 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92099 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12282 members 
Mstep: Class 17 contains 167860 members 
Mstep: Class 18 contains 23933 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14473 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755200.000000 Penalty: 74535.210938
Iteration 220F: 23 clusters Score -1.057552e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 162848 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 184644 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92117 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 17 contains 167868 members 
Mstep: Class 18 contains 23890 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14478 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755304.000000 Penalty: 74535.210938
Iteration 221Q: 23 clusters Score -1.057553e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16108 members 
Mstep: Class 5 contains 162887 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 184655 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92135 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 167881 members 
Mstep: Class 18 contains 23841 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14483 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755272.000000 Penalty: 74535.210938
Iteration 222Q: 23 clusters Score -1.057553e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16088 members 
Mstep: Class 5 contains 162926 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 184638 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92146 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12270 members 
Mstep: Class 17 contains 167924 members 
Mstep: Class 18 contains 23792 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14485 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755056.000000 Penalty: 74535.210938
Iteration 223Q: 23 clusters Score -1.057551e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16078 members 
Mstep: Class 5 contains 162946 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 184641 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92158 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 167953 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14489 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755248.000000 Penalty: 74535.210938
Iteration 224Q: 23 clusters Score -1.057552e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16075 members 
Mstep: Class 5 contains 162950 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 184634 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92172 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12248 members 
Mstep: Class 17 contains 167988 members 
Mstep: Class 18 contains 23680 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755360.000000 Penalty: 74535.210938
Iteration 225Q: 23 clusters Score -1.057554e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16060 members 
Mstep: Class 5 contains 162976 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 184645 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92193 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12240 members 
Mstep: Class 17 contains 168005 members 
Mstep: Class 18 contains 23620 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14492 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755152.000000 Penalty: 74535.210938
Iteration 226Q: 23 clusters Score -1.057552e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 5 contains 162994 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 184664 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92212 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12232 members 
Mstep: Class 17 contains 168021 members 
Mstep: Class 18 contains 23556 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14494 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755328.000000 Penalty: 74535.210938
Iteration 227Q: 23 clusters Score -1.057553e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16033 members 
Mstep: Class 5 contains 162998 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 184663 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92222 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12225 members 
Mstep: Class 17 contains 168058 members 
Mstep: Class 18 contains 23511 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755240.000000 Penalty: 74535.210938
Iteration 228Q: 23 clusters Score -1.057552e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16019 members 
Mstep: Class 5 contains 162999 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 184679 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92230 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12223 members 
Mstep: Class 17 contains 168085 members 
Mstep: Class 18 contains 23478 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755304.000000 Penalty: 74535.210938
Iteration 229Q: 23 clusters Score -1.057553e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156170 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 163002 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 184674 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92243 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12220 members 
Mstep: Class 17 contains 168111 members 
Mstep: Class 18 contains 23444 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14499 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755248.000000 Penalty: 74535.210938
Iteration 230Q: 23 clusters Score -1.057552e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156186 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 16003 members 
Mstep: Class 5 contains 163003 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 184637 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15054 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92262 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 168156 members 
Mstep: Class 18 contains 23412 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14501 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755240.000000 Penalty: 74535.210938
Iteration 231Q: 23 clusters Score -1.057552e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 162999 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 184624 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92279 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 168184 members 
Mstep: Class 18 contains 23387 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14503 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755400.000000 Penalty: 74535.210938
Iteration 232Q: 23 clusters Score -1.057554e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15990 members 
Mstep: Class 5 contains 163010 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 184626 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92287 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12207 members 
Mstep: Class 17 contains 168213 members 
Mstep: Class 18 contains 23357 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14507 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755400.000000 Penalty: 74535.210938
Iteration 233Q: 23 clusters Score -1.057554e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156170 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 163018 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 184612 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92301 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 168243 members 
Mstep: Class 18 contains 23328 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14507 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755360.000000 Penalty: 74535.210938
Iteration 234Q: 23 clusters Score -1.057554e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 163009 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2093 members 
Mstep: Class 8 contains 184596 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92320 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 168279 members 
Mstep: Class 18 contains 23299 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14507 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755440.000000 Penalty: 74535.210938
Iteration 235Q: 23 clusters Score -1.057554e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15978 members 
Mstep: Class 5 contains 163011 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 184594 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92336 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 168314 members 
Mstep: Class 18 contains 23274 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14507 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755504.000000 Penalty: 74535.210938
Iteration 236Q: 23 clusters Score -1.057555e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 163002 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 184570 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 92348 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12186 members 
Mstep: Class 17 contains 168358 members 
Mstep: Class 18 contains 23257 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14508 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755320.000000 Penalty: 74535.210938
Iteration 237Q: 23 clusters Score -1.057553e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15975 members 
Mstep: Class 5 contains 163009 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 184553 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 92362 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12185 members 
Mstep: Class 17 contains 168385 members 
Mstep: Class 18 contains 23233 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755296.000000 Penalty: 74535.210938
Iteration 238Q: 23 clusters Score -1.057553e+08 nChanged 469
Entering ConstructFrom: 
Score: -105755296.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (156142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Entering Unmasked Estep 
Score: -19756582.000000 Penalty: 2965.713135
	Iteration 0F: 2 clusters Score -1.975658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -19654642.000000 Penalty: 5931.426270
	Iteration 0F: 3 clusters Score -1.965464e+07 nChanged 75059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -19698648.000000 Penalty: 5931.426270
	Iteration 1F: 3 clusters Score -1.969865e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -19700540.000000 Penalty: 5931.426270
	Iteration 2Q: 3 clusters Score -1.970054e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -19703366.000000 Penalty: 5931.426270
	Iteration 3Q: 3 clusters Score -1.970337e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -19707190.000000 Penalty: 5931.426270
	Iteration 4Q: 3 clusters Score -1.970719e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -19712132.000000 Penalty: 5931.426270
	Iteration 5F: 3 clusters Score -1.971213e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -19718700.000000 Penalty: 5931.426270
	Iteration 6F: 3 clusters Score -1.97187e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -19726222.000000 Penalty: 5931.426270
	Iteration 7F: 3 clusters Score -1.972622e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -19734372.000000 Penalty: 5931.426270
	Iteration 8F: 3 clusters Score -1.973437e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -19740130.000000 Penalty: 5931.426270
	Iteration 9F: 3 clusters Score -1.974013e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -19743032.000000 Penalty: 5931.426270
	Iteration 10Q: 3 clusters Score -1.974303e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -19744252.000000 Penalty: 5931.426270
	Iteration 11Q: 3 clusters Score -1.974425e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -19744894.000000 Penalty: 5931.426270
	Iteration 12Q: 3 clusters Score -1.974489e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -19745204.000000 Penalty: 5931.426270
	Iteration 13Q: 3 clusters Score -1.97452e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -19745548.000000 Penalty: 5931.426270
	Iteration 14Q: 3 clusters Score -1.974555e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -19745780.000000 Penalty: 5931.426270
	Iteration 15Q: 3 clusters Score -1.974578e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -19745990.000000 Penalty: 5931.426270
	Iteration 16Q: 3 clusters Score -1.974599e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -19746230.000000 Penalty: 5931.426270
	Iteration 17Q: 3 clusters Score -1.974623e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -19746462.000000 Penalty: 5931.426270
	Iteration 18Q: 3 clusters Score -1.974646e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -19746572.000000 Penalty: 5931.426270
	Iteration 19Q: 3 clusters Score -1.974657e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -19746828.000000 Penalty: 5931.426270
	Iteration 20F: 3 clusters Score -1.974683e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 90884 members 
Entering Unmasked Estep 
Score: -19746998.000000 Penalty: 5931.426270
	Iteration 21Q: 3 clusters Score -1.9747e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -19747186.000000 Penalty: 5931.426270
	Iteration 22Q: 3 clusters Score -1.974719e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -19747376.000000 Penalty: 5931.426270
	Iteration 23Q: 3 clusters Score -1.974738e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -19747556.000000 Penalty: 5931.426270
	Iteration 24Q: 3 clusters Score -1.974756e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -19747602.000000 Penalty: 5931.426270
	Iteration 25Q: 3 clusters Score -1.97476e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -19747720.000000 Penalty: 5931.426270
	Iteration 26Q: 3 clusters Score -1.974772e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -19747916.000000 Penalty: 5931.426270
	Iteration 27Q: 3 clusters Score -1.974792e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -19748106.000000 Penalty: 5931.426270
	Iteration 28Q: 3 clusters Score -1.974811e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -19748248.000000 Penalty: 5931.426270
	Iteration 29Q: 3 clusters Score -1.974825e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -19748322.000000 Penalty: 5931.426270
	Iteration 30Q: 3 clusters Score -1.974832e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -19748412.000000 Penalty: 5931.426270
	Iteration 31Q: 3 clusters Score -1.974841e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -19748502.000000 Penalty: 5931.426270
	Iteration 32Q: 3 clusters Score -1.97485e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -19748536.000000 Penalty: 5931.426270
	Iteration 33Q: 3 clusters Score -1.974854e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -19748574.000000 Penalty: 5931.426270
	Iteration 34Q: 3 clusters Score -1.974857e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -19748628.000000 Penalty: 5931.426270
	Iteration 35Q: 3 clusters Score -1.974863e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -19748706.000000 Penalty: 5931.426270
	Iteration 36Q: 3 clusters Score -1.974871e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -19748784.000000 Penalty: 5931.426270
	Iteration 37Q: 3 clusters Score -1.974878e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -19748780.000000 Penalty: 5931.426270
	Iteration 38Q: 3 clusters Score -1.974878e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -19748834.000000 Penalty: 5931.426270
	Iteration 39Q: 3 clusters Score -1.974883e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -19748870.000000 Penalty: 5931.426270
	Iteration 40F: 3 clusters Score -1.974887e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -19748942.000000 Penalty: 5931.426270
	Iteration 41Q: 3 clusters Score -1.974894e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -19748948.000000 Penalty: 5931.426270
	Iteration 42Q: 3 clusters Score -1.974895e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -19749010.000000 Penalty: 5931.426270
	Iteration 43Q: 3 clusters Score -1.974901e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -19749028.000000 Penalty: 5931.426270
	Iteration 44Q: 3 clusters Score -1.974903e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -19749044.000000 Penalty: 5931.426270
	Iteration 45Q: 3 clusters Score -1.974904e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -19748976.000000 Penalty: 5931.426270
	Iteration 46Q: 3 clusters Score -1.974898e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -19749008.000000 Penalty: 5931.426270
	Iteration 47Q: 3 clusters Score -1.974901e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -19749026.000000 Penalty: 5931.426270
	Iteration 48Q: 3 clusters Score -1.974903e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -19749026.000000 Penalty: 5931.426270
	Iteration 49Q: 3 clusters Score -1.974903e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -19749048.000000 Penalty: 5931.426270
	Iteration 50Q: 3 clusters Score -1.974905e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -19749052.000000 Penalty: 5931.426270
	Iteration 51Q: 3 clusters Score -1.974905e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -19749058.000000 Penalty: 5931.426270
	Iteration 52Q: 3 clusters Score -1.974906e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -19749086.000000 Penalty: 5931.426270
	Iteration 53Q: 3 clusters Score -1.974909e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -19749090.000000 Penalty: 5931.426270
	Iteration 54Q: 3 clusters Score -1.974909e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -19749178.000000 Penalty: 5931.426270
	Iteration 55Q: 3 clusters Score -1.974918e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -19749250.000000 Penalty: 5931.426270
	Iteration 56Q: 3 clusters Score -1.974925e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -19749206.000000 Penalty: 5931.426270
	Iteration 57Q: 3 clusters Score -1.974921e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -19749242.000000 Penalty: 5931.426270
	Iteration 58Q: 3 clusters Score -1.974924e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -19749230.000000 Penalty: 5931.426270
	Iteration 59Q: 3 clusters Score -1.974923e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -19749300.000000 Penalty: 5931.426270
	Iteration 60F: 3 clusters Score -1.97493e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -19749322.000000 Penalty: 5931.426270
	Iteration 61Q: 3 clusters Score -1.974932e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -19749388.000000 Penalty: 5931.426270
	Iteration 62Q: 3 clusters Score -1.974939e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -19749380.000000 Penalty: 5931.426270
	Iteration 63Q: 3 clusters Score -1.974938e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -19749386.000000 Penalty: 5931.426270
	Iteration 64Q: 3 clusters Score -1.974939e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -19749400.000000 Penalty: 5931.426270
	Iteration 65Q: 3 clusters Score -1.97494e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -19749488.000000 Penalty: 5931.426270
	Iteration 66Q: 3 clusters Score -1.974949e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -19749494.000000 Penalty: 5931.426270
	Iteration 67Q: 3 clusters Score -1.974949e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -19749518.000000 Penalty: 5931.426270
	Iteration 68Q: 3 clusters Score -1.974952e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -19749552.000000 Penalty: 5931.426270
	Iteration 69Q: 3 clusters Score -1.974955e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -19749596.000000 Penalty: 5931.426270
	Iteration 70Q: 3 clusters Score -1.97496e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -19749602.000000 Penalty: 5931.426270
	Iteration 71Q: 3 clusters Score -1.97496e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -19749650.000000 Penalty: 5931.426270
	Iteration 72Q: 3 clusters Score -1.974965e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -19749682.000000 Penalty: 5931.426270
	Iteration 73Q: 3 clusters Score -1.974968e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -19749732.000000 Penalty: 5931.426270
	Iteration 74Q: 3 clusters Score -1.974973e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -19749778.000000 Penalty: 5931.426270
	Iteration 75Q: 3 clusters Score -1.974978e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -19749742.000000 Penalty: 5931.426270
	Iteration 76Q: 3 clusters Score -1.974974e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -19749776.000000 Penalty: 5931.426270
	Iteration 77Q: 3 clusters Score -1.974978e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -19749818.000000 Penalty: 5931.426270
	Iteration 78Q: 3 clusters Score -1.974982e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -19749792.000000 Penalty: 5931.426270
	Iteration 79Q: 3 clusters Score -1.974979e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -19749858.000000 Penalty: 5931.426270
	Iteration 80F: 3 clusters Score -1.974986e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -19749830.000000 Penalty: 5931.426270
	Iteration 81Q: 3 clusters Score -1.974983e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -19749818.000000 Penalty: 5931.426270
	Iteration 82Q: 3 clusters Score -1.974982e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -19749902.000000 Penalty: 5931.426270
	Iteration 83Q: 3 clusters Score -1.97499e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -19749916.000000 Penalty: 5931.426270
	Iteration 84Q: 3 clusters Score -1.974992e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -19749934.000000 Penalty: 5931.426270
	Iteration 85Q: 3 clusters Score -1.974993e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -19750000.000000 Penalty: 5931.426270
	Iteration 86Q: 3 clusters Score -1.975e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -19750018.000000 Penalty: 5931.426270
	Iteration 87Q: 3 clusters Score -1.975002e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -19750056.000000 Penalty: 5931.426270
	Iteration 88Q: 3 clusters Score -1.975006e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -19750216.000000 Penalty: 5931.426270
	Iteration 89Q: 3 clusters Score -1.975022e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -19750130.000000 Penalty: 5931.426270
	Iteration 90Q: 3 clusters Score -1.975013e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -19750096.000000 Penalty: 5931.426270
	Iteration 91Q: 3 clusters Score -1.97501e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -19750128.000000 Penalty: 5931.426270
	Iteration 92Q: 3 clusters Score -1.975013e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -19750226.000000 Penalty: 5931.426270
	Iteration 93Q: 3 clusters Score -1.975023e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -19750294.000000 Penalty: 5931.426270
	Iteration 94Q: 3 clusters Score -1.975029e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -19750372.000000 Penalty: 5931.426270
	Iteration 95Q: 3 clusters Score -1.975037e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -19750384.000000 Penalty: 5931.426270
	Iteration 96Q: 3 clusters Score -1.975038e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -19750472.000000 Penalty: 5931.426270
	Iteration 97Q: 3 clusters Score -1.975047e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -19750550.000000 Penalty: 5931.426270
	Iteration 98Q: 3 clusters Score -1.975055e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -19750566.000000 Penalty: 5931.426270
	Iteration 99Q: 3 clusters Score -1.975057e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -19750574.000000 Penalty: 5931.426270
	Iteration 100F: 3 clusters Score -1.975057e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -19750562.000000 Penalty: 5931.426270
	Iteration 101Q: 3 clusters Score -1.975056e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -19750642.000000 Penalty: 5931.426270
	Iteration 102Q: 3 clusters Score -1.975064e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -19750728.000000 Penalty: 5931.426270
	Iteration 103Q: 3 clusters Score -1.975073e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -19750822.000000 Penalty: 5931.426270
	Iteration 104Q: 3 clusters Score -1.975082e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -19750874.000000 Penalty: 5931.426270
	Iteration 105Q: 3 clusters Score -1.975087e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -19750954.000000 Penalty: 5931.426270
	Iteration 106Q: 3 clusters Score -1.975095e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -19751036.000000 Penalty: 5931.426270
	Iteration 107Q: 3 clusters Score -1.975104e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -19751112.000000 Penalty: 5931.426270
	Iteration 108Q: 3 clusters Score -1.975111e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -19751184.000000 Penalty: 5931.426270
	Iteration 109Q: 3 clusters Score -1.975118e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -19751172.000000 Penalty: 5931.426270
	Iteration 110Q: 3 clusters Score -1.975117e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -19751260.000000 Penalty: 5931.426270
	Iteration 111Q: 3 clusters Score -1.975126e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111396 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -19751308.000000 Penalty: 5931.426270
	Iteration 112Q: 3 clusters Score -1.975131e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112021 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -19751450.000000 Penalty: 5931.426270
	Iteration 113Q: 3 clusters Score -1.975145e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -19751480.000000 Penalty: 5931.426270
	Iteration 114Q: 3 clusters Score -1.975148e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -19751574.000000 Penalty: 5931.426270
	Iteration 115Q: 3 clusters Score -1.975157e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -19751642.000000 Penalty: 5931.426270
	Iteration 116Q: 3 clusters Score -1.975164e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -19751746.000000 Penalty: 5931.426270
	Iteration 117Q: 3 clusters Score -1.975175e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -19751846.000000 Penalty: 5931.426270
	Iteration 118Q: 3 clusters Score -1.975185e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -19751804.000000 Penalty: 5931.426270
	Iteration 119Q: 3 clusters Score -1.97518e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -19751878.000000 Penalty: 5931.426270
	Iteration 120F: 3 clusters Score -1.975188e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -19751894.000000 Penalty: 5931.426270
	Iteration 121Q: 3 clusters Score -1.975189e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -19752028.000000 Penalty: 5931.426270
	Iteration 122Q: 3 clusters Score -1.975203e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -19752072.000000 Penalty: 5931.426270
	Iteration 123Q: 3 clusters Score -1.975207e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -19752262.000000 Penalty: 5931.426270
	Iteration 124Q: 3 clusters Score -1.975226e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -19752340.000000 Penalty: 5931.426270
	Iteration 125Q: 3 clusters Score -1.975234e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122046 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -19752412.000000 Penalty: 5931.426270
	Iteration 126Q: 3 clusters Score -1.975241e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -19752614.000000 Penalty: 5931.426270
	Iteration 127Q: 3 clusters Score -1.975261e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -19752742.000000 Penalty: 5931.426270
	Iteration 128Q: 3 clusters Score -1.975274e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124786 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -19752772.000000 Penalty: 5931.426270
	Iteration 129Q: 3 clusters Score -1.975277e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -19752966.000000 Penalty: 5931.426270
	Iteration 130Q: 3 clusters Score -1.975297e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126667 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -19753206.000000 Penalty: 5931.426270
	Iteration 131Q: 3 clusters Score -1.975321e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127540 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -19753342.000000 Penalty: 5931.426270
	Iteration 132Q: 3 clusters Score -1.975334e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -19753498.000000 Penalty: 5931.426270
	Iteration 133Q: 3 clusters Score -1.97535e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129344 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -19753620.000000 Penalty: 5931.426270
	Iteration 134Q: 3 clusters Score -1.975362e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -19753740.000000 Penalty: 5931.426270
	Iteration 135Q: 3 clusters Score -1.975374e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -19753886.000000 Penalty: 5931.426270
	Iteration 136Q: 3 clusters Score -1.975389e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131830 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -19753964.000000 Penalty: 5931.426270
	Iteration 137Q: 3 clusters Score -1.975396e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132660 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -19754090.000000 Penalty: 5931.426270
	Iteration 138Q: 3 clusters Score -1.975409e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133493 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -19754282.000000 Penalty: 5931.426270
	Iteration 139Q: 3 clusters Score -1.975428e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134274 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -19754414.000000 Penalty: 5931.426270
	Iteration 140F: 3 clusters Score -1.975441e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -19754544.000000 Penalty: 5931.426270
	Iteration 141Q: 3 clusters Score -1.975454e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -19754606.000000 Penalty: 5931.426270
	Iteration 142Q: 3 clusters Score -1.975461e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136545 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -19754746.000000 Penalty: 5931.426270
	Iteration 143Q: 3 clusters Score -1.975475e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -19754854.000000 Penalty: 5931.426270
	Iteration 144Q: 3 clusters Score -1.975485e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137912 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -19754918.000000 Penalty: 5931.426270
	Iteration 145Q: 3 clusters Score -1.975492e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138613 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -19755048.000000 Penalty: 5931.426270
	Iteration 146Q: 3 clusters Score -1.975505e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -19755122.000000 Penalty: 5931.426270
	Iteration 147Q: 3 clusters Score -1.975512e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139943 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -19755234.000000 Penalty: 5931.426270
	Iteration 148Q: 3 clusters Score -1.975523e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140555 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -19755290.000000 Penalty: 5931.426270
	Iteration 149Q: 3 clusters Score -1.975529e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141121 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -19755436.000000 Penalty: 5931.426270
	Iteration 150Q: 3 clusters Score -1.975544e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -19755470.000000 Penalty: 5931.426270
	Iteration 151Q: 3 clusters Score -1.975547e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142141 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -19755556.000000 Penalty: 5931.426270
	Iteration 152Q: 3 clusters Score -1.975556e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -19755626.000000 Penalty: 5931.426270
	Iteration 153Q: 3 clusters Score -1.975563e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -19755666.000000 Penalty: 5931.426270
	Iteration 154Q: 3 clusters Score -1.975567e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -19755726.000000 Penalty: 5931.426270
	Iteration 155Q: 3 clusters Score -1.975573e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -19755792.000000 Penalty: 5931.426270
	Iteration 156Q: 3 clusters Score -1.975579e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -19755808.000000 Penalty: 5931.426270
	Iteration 157Q: 3 clusters Score -1.975581e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -19755864.000000 Penalty: 5931.426270
	Iteration 158Q: 3 clusters Score -1.975586e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -19755928.000000 Penalty: 5931.426270
	Iteration 159Q: 3 clusters Score -1.975593e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -19756004.000000 Penalty: 5931.426270
	Iteration 160F: 3 clusters Score -1.9756e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -19756040.000000 Penalty: 5931.426270
	Iteration 161Q: 3 clusters Score -1.975604e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -19756068.000000 Penalty: 5931.426270
	Iteration 162Q: 3 clusters Score -1.975607e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -19756072.000000 Penalty: 5931.426270
	Iteration 163Q: 3 clusters Score -1.975607e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -19756118.000000 Penalty: 5931.426270
	Iteration 164Q: 3 clusters Score -1.975612e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146983 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -19756120.000000 Penalty: 5931.426270
	Iteration 165Q: 3 clusters Score -1.975612e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -19756110.000000 Penalty: 5931.426270
	Iteration 166Q: 3 clusters Score -1.975611e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -19756088.000000 Penalty: 5931.426270
	Iteration 167Q: 3 clusters Score -1.975609e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -19756090.000000 Penalty: 5931.426270
	Iteration 168Q: 3 clusters Score -1.975609e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -19756124.000000 Penalty: 5931.426270
	Iteration 169Q: 3 clusters Score -1.975612e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -19756142.000000 Penalty: 5931.426270
	Iteration 170Q: 3 clusters Score -1.975614e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.975606e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -19756034.000000 Penalty: 5931.426270
	Iteration 172Q: 3 clusters Score -1.975603e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148375 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -19756038.000000 Penalty: 5931.426270
	Iteration 173Q: 3 clusters Score -1.975604e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.9756e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148643 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -19756036.000000 Penalty: 5931.426270
	Iteration 175Q: 3 clusters Score -1.975604e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148766 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -19756022.000000 Penalty: 5931.426270
	Iteration 176Q: 3 clusters Score -1.975602e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -19756042.000000 Penalty: 5931.426270
	Iteration 177Q: 3 clusters Score -1.975604e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -19756048.000000 Penalty: 5931.426270
	Iteration 178Q: 3 clusters Score -1.975605e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149156 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -19756052.000000 Penalty: 5931.426270
	Iteration 179Q: 3 clusters Score -1.975605e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149287 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -19756040.000000 Penalty: 5931.426270
	Iteration 180F: 3 clusters Score -1.975604e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -19756072.000000 Penalty: 5931.426270
	Iteration 181Q: 3 clusters Score -1.975607e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -19756058.000000 Penalty: 5931.426270
	Iteration 182Q: 3 clusters Score -1.975606e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -19756020.000000 Penalty: 5931.426270
	Iteration 183Q: 3 clusters Score -1.975602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -19756030.000000 Penalty: 5931.426270
	Iteration 184Q: 3 clusters Score -1.975603e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -19755984.000000 Penalty: 5931.426270
	Iteration 185Q: 3 clusters Score -1.975598e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -19755944.000000 Penalty: 5931.426270
	Iteration 186Q: 3 clusters Score -1.975594e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -19755940.000000 Penalty: 5931.426270
	Iteration 187Q: 3 clusters Score -1.975594e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -19755916.000000 Penalty: 5931.426270
	Iteration 188Q: 3 clusters Score -1.975592e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.975594e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -19755910.000000 Penalty: 5931.426270
	Iteration 190Q: 3 clusters Score -1.975591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -19755916.000000 Penalty: 5931.426270
	Iteration 191Q: 3 clusters Score -1.975592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -19755930.000000 Penalty: 5931.426270
	Iteration 192Q: 3 clusters Score -1.975593e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150439 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -19755908.000000 Penalty: 5931.426270
	Iteration 193Q: 3 clusters Score -1.975591e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -19755898.000000 Penalty: 5931.426270
	Iteration 194Q: 3 clusters Score -1.97559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -19755900.000000 Penalty: 5931.426270
	Iteration 195Q: 3 clusters Score -1.97559e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -19755900.000000 Penalty: 5931.426270
	Iteration 196Q: 3 clusters Score -1.97559e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -19755896.000000 Penalty: 5931.426270
	Iteration 197Q: 3 clusters Score -1.97559e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150756 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -19755888.000000 Penalty: 5931.426270
	Iteration 198Q: 3 clusters Score -1.975589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150813 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -19755856.000000 Penalty: 5931.426270
	Iteration 199Q: 3 clusters Score -1.975586e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150870 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -19755844.000000 Penalty: 5931.426270
	Iteration 200F: 3 clusters Score -1.975584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -19755878.000000 Penalty: 5931.426270
	Iteration 201Q: 3 clusters Score -1.975588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -19755902.000000 Penalty: 5931.426270
	Iteration 202Q: 3 clusters Score -1.97559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -19755870.000000 Penalty: 5931.426270
	Iteration 203Q: 3 clusters Score -1.975587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -19755872.000000 Penalty: 5931.426270
	Iteration 204Q: 3 clusters Score -1.975587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -19755846.000000 Penalty: 5931.426270
	Iteration 205Q: 3 clusters Score -1.975585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -19755862.000000 Penalty: 5931.426270
	Iteration 206Q: 3 clusters Score -1.975586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -19755870.000000 Penalty: 5931.426270
	Iteration 207Q: 3 clusters Score -1.975587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -19755894.000000 Penalty: 5931.426270
	Iteration 208Q: 3 clusters Score -1.975589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -19755872.000000 Penalty: 5931.426270
	Iteration 209Q: 3 clusters Score -1.975587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151158 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -19755880.000000 Penalty: 5931.426270
	Iteration 210Q: 3 clusters Score -1.975588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -19755876.000000 Penalty: 5931.426270
	Iteration 211Q: 3 clusters Score -1.975588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151191 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -19755878.000000 Penalty: 5931.426270
	Iteration 212Q: 3 clusters Score -1.975588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151211 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -19755886.000000 Penalty: 5931.426270
	Iteration 213Q: 3 clusters Score -1.975589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -19755868.000000 Penalty: 5931.426270
	Iteration 214Q: 3 clusters Score -1.975587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151246 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -19755850.000000 Penalty: 5931.426270
	Iteration 215Q: 3 clusters Score -1.975585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -19755854.000000 Penalty: 5931.426270
	Iteration 216Q: 3 clusters Score -1.975585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151266 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -19755854.000000 Penalty: 5931.426270
	Iteration 217Q: 3 clusters Score -1.975585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151272 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -19755864.000000 Penalty: 5931.426270
	Iteration 218Q: 3 clusters Score -1.975586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -19755870.000000 Penalty: 5931.426270
	Iteration 219Q: 3 clusters Score -1.975587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -19755856.000000 Penalty: 5931.426270
	Iteration 220F: 3 clusters Score -1.975586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151287 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -19755858.000000 Penalty: 5931.426270
	Iteration 221Q: 3 clusters Score -1.975586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -19755844.000000 Penalty: 5931.426270
	Iteration 222Q: 3 clusters Score -1.975584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -19755846.000000 Penalty: 5931.426270
	Iteration 223Q: 3 clusters Score -1.975585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -19755844.000000 Penalty: 5931.426270
	Iteration 224Q: 3 clusters Score -1.975584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -19755844.000000 Penalty: 5931.426270
	Iteration 225F: 3 clusters Score -1.975584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -274708.281250 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -274708.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271875.000000 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -271875 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -272405.968750 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -272406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -272566.031250 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -272566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -272686.656250 Penalty: 3844.945068
	Iteration 3F: 3 clusters Score -272686.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -272741.781250 Penalty: 3844.945068
	Iteration 4Q: 3 clusters Score -272741.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -272780.281250 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -272780.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -272815.812500 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -272815.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -272855.093750 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -272855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272885.250000 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -272885.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -272919.812500 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -272919.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -272952.875000 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -272952.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -272980.343750 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -272980.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -273007.437500 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -273007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -273024.062500 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -273024.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273035.750000 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -273035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273045.312500 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -273045.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -273052.343750 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -273052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273058.093750 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -273058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -273061.968750 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -273062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -273067.156250 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -273067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -273072.343750 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -273072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273074.468750 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -273074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273075.343750 Penalty: 3844.945068
	Iteration 22Q: 3 clusters Score -273075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273076.125000 Penalty: 3844.945068
	Iteration 23Q: 3 clusters Score -273076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273076.125000 Penalty: 3844.945068
	Iteration 24F: 3 clusters Score -273076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -32363.642578 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32363.64 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: -31116.080078 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31116.08 nChanged 44
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: -31228.912109 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31228.91 nChanged 6
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: -31248.945312 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31248.95 nChanged 5
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: -31262.078125 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31262.08 nChanged 2
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: -31271.476562 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31271.48 nChanged 3
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: -31281.058594 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31281.06 nChanged 4
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: -31293.421875 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31293.42 nChanged 0
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: -31293.421875 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -31293.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Entering Unmasked Estep 
Score: -2032844.625000 Penalty: 2400.306396
	Iteration 0F: 2 clusters Score -2032845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2021252.500000 Penalty: 4800.612793
	Iteration 0F: 3 clusters Score -2021252 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2024887.125000 Penalty: 4800.612793
	Iteration 1F: 3 clusters Score -2024887 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2025305.000000 Penalty: 4800.612793
	Iteration 2F: 3 clusters Score -2025305 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2025748.875000 Penalty: 4800.612793
	Iteration 3F: 3 clusters Score -2025749 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2026242.375000 Penalty: 4800.612793
	Iteration 4F: 3 clusters Score -2026242 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2026766.500000 Penalty: 4800.612793
	Iteration 5F: 3 clusters Score -2026766 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2027389.250000 Penalty: 4800.612793
	Iteration 6F: 3 clusters Score -2027389 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2028064.250000 Penalty: 4800.612793
	Iteration 7F: 3 clusters Score -2028064 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2028798.375000 Penalty: 4800.612793
	Iteration 8F: 3 clusters Score -2028798 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2029547.625000 Penalty: 4800.612793
	Iteration 9F: 3 clusters Score -2029548 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2030164.625000 Penalty: 4800.612793
	Iteration 10Q: 3 clusters Score -2030165 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2030617.375000 Penalty: 4800.612793
	Iteration 11Q: 3 clusters Score -2030617 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2030886.000000 Penalty: 4800.612793
	Iteration 12Q: 3 clusters Score -2030886 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2031049.625000 Penalty: 4800.612793
	Iteration 13Q: 3 clusters Score -2031050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2031157.875000 Penalty: 4800.612793
	Iteration 14Q: 3 clusters Score -2031158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2031239.250000 Penalty: 4800.612793
	Iteration 15Q: 3 clusters Score -2031239 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2031302.625000 Penalty: 4800.612793
	Iteration 16Q: 3 clusters Score -2031303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2031357.500000 Penalty: 4800.612793
	Iteration 17Q: 3 clusters Score -2031358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2031397.875000 Penalty: 4800.612793
	Iteration 18Q: 3 clusters Score -2031398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2031427.375000 Penalty: 4800.612793
	Iteration 19Q: 3 clusters Score -2031427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2031445.250000 Penalty: 4800.612793
	Iteration 20F: 3 clusters Score -2031445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2031464.250000 Penalty: 4800.612793
	Iteration 21Q: 3 clusters Score -2031464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2031484.375000 Penalty: 4800.612793
	Iteration 22Q: 3 clusters Score -2031484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2031495.750000 Penalty: 4800.612793
	Iteration 23Q: 3 clusters Score -2031496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2031502.250000 Penalty: 4800.612793
	Iteration 24Q: 3 clusters Score -2031502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2031510.625000 Penalty: 4800.612793
	Iteration 25Q: 3 clusters Score -2031511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2031521.000000 Penalty: 4800.612793
	Iteration 26Q: 3 clusters Score -2031521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2031528.250000 Penalty: 4800.612793
	Iteration 27Q: 3 clusters Score -2031528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2031539.000000 Penalty: 4800.612793
	Iteration 28Q: 3 clusters Score -2031539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2031541.250000 Penalty: 4800.612793
	Iteration 29Q: 3 clusters Score -2031541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2031545.625000 Penalty: 4800.612793
	Iteration 30Q: 3 clusters Score -2031546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2031549.375000 Penalty: 4800.612793
	Iteration 31Q: 3 clusters Score -2031549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2031558.000000 Penalty: 4800.612793
	Iteration 32Q: 3 clusters Score -2031558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2031561.000000 Penalty: 4800.612793
	Iteration 33Q: 3 clusters Score -2031561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2031562.750000 Penalty: 4800.612793
	Iteration 34Q: 3 clusters Score -2031563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2031570.000000 Penalty: 4800.612793
	Iteration 35Q: 3 clusters Score -2031570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2031571.625000 Penalty: 4800.612793
	Iteration 36Q: 3 clusters Score -2031572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2031572.625000 Penalty: 4800.612793
	Iteration 37Q: 3 clusters Score -2031573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2031574.125000 Penalty: 4800.612793
	Iteration 38Q: 3 clusters Score -2031574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2031574.125000 Penalty: 4800.612793
	Iteration 39F: 3 clusters Score -2031574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Entering Unmasked Estep 
Score: -20391328.000000 Penalty: 2976.367188
	Iteration 0F: 2 clusters Score -2.039133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -20284116.000000 Penalty: 5952.734375
	Iteration 0F: 3 clusters Score -2.028412e+07 nChanged 77983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -20328850.000000 Penalty: 5952.734375
	Iteration 1F: 3 clusters Score -2.032885e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -20329922.000000 Penalty: 5952.734375
	Iteration 2Q: 3 clusters Score -2.032992e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -20331544.000000 Penalty: 5952.734375
	Iteration 3Q: 3 clusters Score -2.033154e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -20334066.000000 Penalty: 5952.734375
	Iteration 4Q: 3 clusters Score -2.033407e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -20338034.000000 Penalty: 5952.734375
	Iteration 5Q: 3 clusters Score -2.033803e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -20343894.000000 Penalty: 5952.734375
	Iteration 6F: 3 clusters Score -2.034389e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -20350998.000000 Penalty: 5952.734375
	Iteration 7F: 3 clusters Score -2.0351e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -20358944.000000 Penalty: 5952.734375
	Iteration 8F: 3 clusters Score -2.035894e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -20366006.000000 Penalty: 5952.734375
	Iteration 9F: 3 clusters Score -2.036601e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -20371176.000000 Penalty: 5952.734375
	Iteration 10F: 3 clusters Score -2.037118e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -20373976.000000 Penalty: 5952.734375
	Iteration 11Q: 3 clusters Score -2.037398e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -20375664.000000 Penalty: 5952.734375
	Iteration 12Q: 3 clusters Score -2.037566e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -20377136.000000 Penalty: 5952.734375
	Iteration 13Q: 3 clusters Score -2.037714e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -20378568.000000 Penalty: 5952.734375
	Iteration 14Q: 3 clusters Score -2.037857e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -20380064.000000 Penalty: 5952.734375
	Iteration 15Q: 3 clusters Score -2.038006e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -20381452.000000 Penalty: 5952.734375
	Iteration 16Q: 3 clusters Score -2.038145e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -20382878.000000 Penalty: 5952.734375
	Iteration 17Q: 3 clusters Score -2.038288e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 122835 members 
Entering Unmasked Estep 
Score: -20384292.000000 Penalty: 5952.734375
	Iteration 18Q: 3 clusters Score -2.038429e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 125564 members 
Entering Unmasked Estep 
Score: -20385536.000000 Penalty: 5952.734375
	Iteration 19Q: 3 clusters Score -2.038554e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
Score: -20386650.000000 Penalty: 5952.734375
	Iteration 20F: 3 clusters Score -2.038665e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -20387628.000000 Penalty: 5952.734375
	Iteration 21Q: 3 clusters Score -2.038763e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -20388332.000000 Penalty: 5952.734375
	Iteration 22Q: 3 clusters Score -2.038833e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -20388954.000000 Penalty: 5952.734375
	Iteration 23Q: 3 clusters Score -2.038895e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -20389358.000000 Penalty: 5952.734375
	Iteration 24Q: 3 clusters Score -2.038936e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 137590 members 
Entering Unmasked Estep 
Score: -20389844.000000 Penalty: 5952.734375
	Iteration 25Q: 3 clusters Score -2.038984e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -20390264.000000 Penalty: 5952.734375
	Iteration 26Q: 3 clusters Score -2.039026e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 140417 members 
Entering Unmasked Estep 
Score: -20390598.000000 Penalty: 5952.734375
	Iteration 27Q: 3 clusters Score -2.03906e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -20390822.000000 Penalty: 5952.734375
	Iteration 28Q: 3 clusters Score -2.039082e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 142816 members 
Entering Unmasked Estep 
Score: -20391114.000000 Penalty: 5952.734375
	Iteration 29Q: 3 clusters Score -2.039111e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -20391302.000000 Penalty: 5952.734375
	Iteration 30Q: 3 clusters Score -2.03913e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -20391488.000000 Penalty: 5952.734375
	Iteration 31Q: 3 clusters Score -2.039149e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 145557 members 
Entering Unmasked Estep 
Score: -20391642.000000 Penalty: 5952.734375
	Iteration 32Q: 3 clusters Score -2.039164e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 146326 members 
Entering Unmasked Estep 
Score: -20391800.000000 Penalty: 5952.734375
	Iteration 33Q: 3 clusters Score -2.03918e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 146982 members 
Entering Unmasked Estep 
Score: -20391896.000000 Penalty: 5952.734375
	Iteration 34Q: 3 clusters Score -2.03919e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 147590 members 
Entering Unmasked Estep 
Score: -20392014.000000 Penalty: 5952.734375
	Iteration 35Q: 3 clusters Score -2.039201e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -20392008.000000 Penalty: 5952.734375
	Iteration 36Q: 3 clusters Score -2.039201e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -20392126.000000 Penalty: 5952.734375
	Iteration 37Q: 3 clusters Score -2.039213e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -20392210.000000 Penalty: 5952.734375
	Iteration 38Q: 3 clusters Score -2.039221e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 149656 members 
Entering Unmasked Estep 
Score: -20392252.000000 Penalty: 5952.734375
	Iteration 39Q: 3 clusters Score -2.039225e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 150037 members 
Entering Unmasked Estep 
Score: -20392216.000000 Penalty: 5952.734375
	Iteration 40F: 3 clusters Score -2.039222e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -20392182.000000 Penalty: 5952.734375
	Iteration 41Q: 3 clusters Score -2.039218e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -20392188.000000 Penalty: 5952.734375
	Iteration 42Q: 3 clusters Score -2.039219e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 151071 members 
Entering Unmasked Estep 
Score: -20392222.000000 Penalty: 5952.734375
	Iteration 43Q: 3 clusters Score -2.039222e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 151385 members 
Entering Unmasked Estep 
Score: -20392232.000000 Penalty: 5952.734375
	Iteration 44Q: 3 clusters Score -2.039223e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -20392246.000000 Penalty: 5952.734375
	Iteration 45Q: 3 clusters Score -2.039225e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -20392222.000000 Penalty: 5952.734375
	Iteration 46Q: 3 clusters Score -2.039222e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 152243 members 
Entering Unmasked Estep 
Score: -20392294.000000 Penalty: 5952.734375
	Iteration 47Q: 3 clusters Score -2.039229e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -20392304.000000 Penalty: 5952.734375
	Iteration 48Q: 3 clusters Score -2.03923e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 152742 members 
Entering Unmasked Estep 
Score: -20392324.000000 Penalty: 5952.734375
	Iteration 49Q: 3 clusters Score -2.039232e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 152942 members 
Entering Unmasked Estep 
Score: -20392312.000000 Penalty: 5952.734375
	Iteration 50Q: 3 clusters Score -2.039231e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -20392346.000000 Penalty: 5952.734375
	Iteration 51Q: 3 clusters Score -2.039235e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 153299 members 
Entering Unmasked Estep 
Score: -20392338.000000 Penalty: 5952.734375
	Iteration 52Q: 3 clusters Score -2.039234e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 153459 members 
Entering Unmasked Estep 
Score: -20392300.000000 Penalty: 5952.734375
	Iteration 53Q: 3 clusters Score -2.03923e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -20392266.000000 Penalty: 5952.734375
	Iteration 54Q: 3 clusters Score -2.039227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 153734 members 
Entering Unmasked Estep 
Score: -20392290.000000 Penalty: 5952.734375
	Iteration 55Q: 3 clusters Score -2.039229e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -20392258.000000 Penalty: 5952.734375
	Iteration 56Q: 3 clusters Score -2.039226e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 153982 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 5952.734375
	Iteration 57Q: 3 clusters Score -2.039234e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -20392390.000000 Penalty: 5952.734375
	Iteration 58Q: 3 clusters Score -2.039239e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -20392380.000000 Penalty: 5952.734375
	Iteration 59Q: 3 clusters Score -2.039238e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -20392376.000000 Penalty: 5952.734375
	Iteration 60F: 3 clusters Score -2.039238e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 154429 members 
Entering Unmasked Estep 
Score: -20392390.000000 Penalty: 5952.734375
	Iteration 61Q: 3 clusters Score -2.039239e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -20392394.000000 Penalty: 5952.734375
	Iteration 62Q: 3 clusters Score -2.039239e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 154636 members 
Entering Unmasked Estep 
Score: -20392366.000000 Penalty: 5952.734375
	Iteration 63Q: 3 clusters Score -2.039237e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 5952.734375
	Iteration 64Q: 3 clusters Score -2.039234e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -20392352.000000 Penalty: 5952.734375
	Iteration 65Q: 3 clusters Score -2.039235e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -20392358.000000 Penalty: 5952.734375
	Iteration 66Q: 3 clusters Score -2.039236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 154937 members 
Entering Unmasked Estep 
Score: -20392386.000000 Penalty: 5952.734375
	Iteration 67Q: 3 clusters Score -2.039239e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -20392368.000000 Penalty: 5952.734375
	Iteration 68Q: 3 clusters Score -2.039237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -20392370.000000 Penalty: 5952.734375
	Iteration 69Q: 3 clusters Score -2.039237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -20392372.000000 Penalty: 5952.734375
	Iteration 70Q: 3 clusters Score -2.039237e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -20392344.000000 Penalty: 5952.734375
	Iteration 71Q: 3 clusters Score -2.039234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -20392340.000000 Penalty: 5952.734375
	Iteration 72Q: 3 clusters Score -2.039234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -20392372.000000 Penalty: 5952.734375
	Iteration 73Q: 3 clusters Score -2.039237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -20392350.000000 Penalty: 5952.734375
	Iteration 74Q: 3 clusters Score -2.039235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -20392338.000000 Penalty: 5952.734375
	Iteration 75Q: 3 clusters Score -2.039234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 155308 members 
Entering Unmasked Estep 
Score: -20392340.000000 Penalty: 5952.734375
	Iteration 76Q: 3 clusters Score -2.039234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 155331 members 
Entering Unmasked Estep 
Score: -20392346.000000 Penalty: 5952.734375
	Iteration 77Q: 3 clusters Score -2.039235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -20392332.000000 Penalty: 5952.734375
	Iteration 78Q: 3 clusters Score -2.039233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 5952.734375
	Iteration 79Q: 3 clusters Score -2.039234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -20392364.000000 Penalty: 5952.734375
	Iteration 80F: 3 clusters Score -2.039236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 155427 members 
Entering Unmasked Estep 
Score: -20392384.000000 Penalty: 5952.734375
	Iteration 81Q: 3 clusters Score -2.039238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 155453 members 
Entering Unmasked Estep 
Score: -20392384.000000 Penalty: 5952.734375
	Iteration 82Q: 3 clusters Score -2.039238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -20392400.000000 Penalty: 5952.734375
	Iteration 83Q: 3 clusters Score -2.03924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 155501 members 
Entering Unmasked Estep 
Score: -20392382.000000 Penalty: 5952.734375
	Iteration 84Q: 3 clusters Score -2.039238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 155523 members 
Entering Unmasked Estep 
Score: -20392394.000000 Penalty: 5952.734375
	Iteration 85Q: 3 clusters Score -2.039239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 155539 members 
Entering Unmasked Estep 
Score: -20392378.000000 Penalty: 5952.734375
	Iteration 86Q: 3 clusters Score -2.039238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 155553 members 
Entering Unmasked Estep 
Score: -20392372.000000 Penalty: 5952.734375
	Iteration 87Q: 3 clusters Score -2.039237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 155571 members 
Entering Unmasked Estep 
Score: -20392380.000000 Penalty: 5952.734375
	Iteration 88Q: 3 clusters Score -2.039238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 155593 members 
Entering Unmasked Estep 
Score: -20392370.000000 Penalty: 5952.734375
	Iteration 89Q: 3 clusters Score -2.039237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -20392358.000000 Penalty: 5952.734375
	Iteration 90Q: 3 clusters Score -2.039236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -20392350.000000 Penalty: 5952.734375
	Iteration 91Q: 3 clusters Score -2.039235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -20392348.000000 Penalty: 5952.734375
	Iteration 92Q: 3 clusters Score -2.039235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 155650 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 5952.734375
	Iteration 93Q: 3 clusters Score -2.039234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 155656 members 
Entering Unmasked Estep 
Score: -20392338.000000 Penalty: 5952.734375
	Iteration 94Q: 3 clusters Score -2.039234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 155662 members 
Entering Unmasked Estep 
Score: -20392338.000000 Penalty: 5952.734375
	Iteration 95Q: 3 clusters Score -2.039234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -20392336.000000 Penalty: 5952.734375
	Iteration 96Q: 3 clusters Score -2.039234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 155669 members 
Entering Unmasked Estep 
Score: -20392336.000000 Penalty: 5952.734375
	Iteration 97Q: 3 clusters Score -2.039234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 5952.734375
	Iteration 98Q: 3 clusters Score -2.039234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 5952.734375
	Iteration 99F: 3 clusters Score -2.039234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 184521 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 168422 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155674 members 
Entering Unmasked Estep 
Score: -105755496.000000 Penalty: 77923.179688
Splitting cluster 5 changes total score from -105755296.000000 to -105755496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 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 347 members 
Entering Unmasked Estep 
Score: -79657.593750 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79657.59 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79963.960938 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -79963.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80161.820312 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80161.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80319.039062 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80319.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80459.687500 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -80459.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80603.429688 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80603.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80835.000000 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81048.960938 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -81048.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81286.140625 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -81286.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81386.046875 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -81386.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81453.375000 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -81453.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81573.710938 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -81573.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81782.023438 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -81782.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81921.445312 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -81921.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81921.445312 Penalty: 3263.996826
	Iteration 14F: 3 clusters Score -81921.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 184521 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 168422 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155674 members 
Mstep: Class 24 contains 374 members 
Entering Unmasked Estep 
Score: -105754288.000000 Penalty: 81311.140625
Splitting cluster 6 changes total score from -105755296.000000 to -105754288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -256515.218750 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -256515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253809.093750 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -253809.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -254300.859375 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -254300.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -254420.921875 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -254420.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -254502.234375 Penalty: 3793.774902
	Iteration 3Q: 3 clusters Score -254502.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -254549.234375 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -254549.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -254581.671875 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -254581.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -254608.609375 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -254608.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -254629.265625 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -254629.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -254646.453125 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -254646.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -254663.843750 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -254663.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -254684.046875 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -254684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254712.625000 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -254712.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -254762.390625 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -254762.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254804.000000 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -254804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254853.968750 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -254854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -254940.718750 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -254940.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -255085.796875 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -255085.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -255285.250000 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -255285.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -255468.468750 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -255468.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255600.031250 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -255600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -255697.312500 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -255697.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -255749.390625 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -255749.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -255792.500000 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -255792.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -255833.671875 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -255833.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -255851.906250 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -255851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -255866.562500 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -255866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -255880.734375 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -255880.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -255907.906250 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -255907.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -255933.421875 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -255933.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -255950.453125 Penalty: 3793.774902
	Iteration 29Q: 3 clusters Score -255950.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -255969.671875 Penalty: 3793.774902
	Iteration 30Q: 3 clusters Score -255969.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -255984.875000 Penalty: 3793.774902
	Iteration 31Q: 3 clusters Score -255984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -255996.406250 Penalty: 3793.774902
	Iteration 32Q: 3 clusters Score -255996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -256002.875000 Penalty: 3793.774902
	Iteration 33Q: 3 clusters Score -256002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -256010.703125 Penalty: 3793.774902
	Iteration 34Q: 3 clusters Score -256010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -256027.578125 Penalty: 3793.774902
	Iteration 35Q: 3 clusters Score -256027.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -256041.250000 Penalty: 3793.774902
	Iteration 36Q: 3 clusters Score -256041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -256047.531250 Penalty: 3793.774902
	Iteration 37Q: 3 clusters Score -256047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -256051.218750 Penalty: 3793.774902
	Iteration 38Q: 3 clusters Score -256051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -256054.750000 Penalty: 3793.774902
	Iteration 39Q: 3 clusters Score -256054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -256057.500000 Penalty: 3793.774902
	Iteration 40F: 3 clusters Score -256057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -256059.203125 Penalty: 3793.774902
	Iteration 41Q: 3 clusters Score -256059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -256059.750000 Penalty: 3793.774902
	Iteration 42Q: 3 clusters Score -256059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -256059.750000 Penalty: 3793.774902
	Iteration 43F: 3 clusters Score -256059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184521 members 
Entering Unmasked Estep 
Score: -23267068.000000 Penalty: 3007.128662
	Iteration 0F: 2 clusters Score -2.326707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -23154872.000000 Penalty: 6014.257324
	Iteration 0F: 3 clusters Score -2.315487e+07 nChanged 88737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -23206836.000000 Penalty: 6014.257324
	Iteration 1F: 3 clusters Score -2.320684e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -23208342.000000 Penalty: 6014.257324
	Iteration 2Q: 3 clusters Score -2.320834e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -23210252.000000 Penalty: 6014.257324
	Iteration 3Q: 3 clusters Score -2.321025e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -23213200.000000 Penalty: 6014.257324
	Iteration 4Q: 3 clusters Score -2.32132e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119361 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -23218408.000000 Penalty: 6014.257324
	Iteration 5F: 3 clusters Score -2.321841e+07 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131420 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -23226930.000000 Penalty: 6014.257324
	Iteration 6F: 3 clusters Score -2.322693e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -23239166.000000 Penalty: 6014.257324
	Iteration 7F: 3 clusters Score -2.323917e+07 nChanged 14818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -23251146.000000 Penalty: 6014.257324
	Iteration 8F: 3 clusters Score -2.325115e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172265 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -23258286.000000 Penalty: 6014.257324
	Iteration 9F: 3 clusters Score -2.325829e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -23261844.000000 Penalty: 6014.257324
	Iteration 10Q: 3 clusters Score -2.326184e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182096 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23263254.000000 Penalty: 6014.257324
	Iteration 11Q: 3 clusters Score -2.326325e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183289 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -23263872.000000 Penalty: 6014.257324
	Iteration 12Q: 3 clusters Score -2.326387e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -23264176.000000 Penalty: 6014.257324
	Iteration 13Q: 3 clusters Score -2.326418e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -23264328.000000 Penalty: 6014.257324
	Iteration 14Q: 3 clusters Score -2.326433e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183977 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -23264416.000000 Penalty: 6014.257324
	Iteration 15Q: 3 clusters Score -2.326442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184021 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -23264468.000000 Penalty: 6014.257324
	Iteration 16Q: 3 clusters Score -2.326447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184043 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -23264466.000000 Penalty: 6014.257324
	Iteration 17Q: 3 clusters Score -2.326447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -23264510.000000 Penalty: 6014.257324
	Iteration 18Q: 3 clusters Score -2.326451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184060 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -23264512.000000 Penalty: 6014.257324
	Iteration 19Q: 3 clusters Score -2.326451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -23264534.000000 Penalty: 6014.257324
	Iteration 20F: 3 clusters Score -2.326453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184082 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23264566.000000 Penalty: 6014.257324
	Iteration 21Q: 3 clusters Score -2.326457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184092 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23264588.000000 Penalty: 6014.257324
	Iteration 22Q: 3 clusters Score -2.326459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184097 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23264586.000000 Penalty: 6014.257324
	Iteration 23Q: 3 clusters Score -2.326459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23264580.000000 Penalty: 6014.257324
	Iteration 24Q: 3 clusters Score -2.326458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184102 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -23264572.000000 Penalty: 6014.257324
	Iteration 25Q: 3 clusters Score -2.326457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184102 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -23264578.000000 Penalty: 6014.257324
	Iteration 26Q: 3 clusters Score -2.326458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23264584.000000 Penalty: 6014.257324
	Iteration 27Q: 3 clusters Score -2.326458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23264570.000000 Penalty: 6014.257324
	Iteration 28Q: 3 clusters Score -2.326457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23264578.000000 Penalty: 6014.257324
	Iteration 29Q: 3 clusters Score -2.326458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23264578.000000 Penalty: 6014.257324
	Iteration 30F: 3 clusters Score -2.326458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -112231.132812 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -112231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110345.023438 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -110345 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110607.742188 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -110607.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110694.328125 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -110694.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110735.507812 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -110735.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110762.335938 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -110762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110775.570312 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -110775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110785.976562 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -110786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110793.664062 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -110793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110794.984375 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -110795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110798.929688 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -110798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110807.093750 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -110807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110809.320312 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -110809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110809.320312 Penalty: 3395.028320
	Iteration 12F: 3 clusters Score -110809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Entering Unmasked Estep 
Score: -1927949.375000 Penalty: 2386.104492
	Iteration 0F: 2 clusters Score -1927949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1917006.750000 Penalty: 4772.208984
	Iteration 0F: 3 clusters Score -1917007 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1920515.375000 Penalty: 4772.208984
	Iteration 1F: 3 clusters Score -1920515 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1920835.500000 Penalty: 4772.208984
	Iteration 2F: 3 clusters Score -1920836 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1921109.000000 Penalty: 4772.208984
	Iteration 3Q: 3 clusters Score -1921109 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1921351.875000 Penalty: 4772.208984
	Iteration 4Q: 3 clusters Score -1921352 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1921637.125000 Penalty: 4772.208984
	Iteration 5Q: 3 clusters Score -1921637 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1921980.500000 Penalty: 4772.208984
	Iteration 6Q: 3 clusters Score -1921980 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1922418.500000 Penalty: 4772.208984
	Iteration 7Q: 3 clusters Score -1922418 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1923009.250000 Penalty: 4772.208984
	Iteration 8F: 3 clusters Score -1923009 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1923694.750000 Penalty: 4772.208984
	Iteration 9F: 3 clusters Score -1923695 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1924377.500000 Penalty: 4772.208984
	Iteration 10F: 3 clusters Score -1924378 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1925004.250000 Penalty: 4772.208984
	Iteration 11Q: 3 clusters Score -1925004 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1925438.375000 Penalty: 4772.208984
	Iteration 12Q: 3 clusters Score -1925438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1925668.500000 Penalty: 4772.208984
	Iteration 13Q: 3 clusters Score -1925668 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1925803.375000 Penalty: 4772.208984
	Iteration 14Q: 3 clusters Score -1925803 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1925866.500000 Penalty: 4772.208984
	Iteration 15Q: 3 clusters Score -1925866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1925904.750000 Penalty: 4772.208984
	Iteration 16Q: 3 clusters Score -1925905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1925939.125000 Penalty: 4772.208984
	Iteration 17Q: 3 clusters Score -1925939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1925963.250000 Penalty: 4772.208984
	Iteration 18Q: 3 clusters Score -1925963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1925985.125000 Penalty: 4772.208984
	Iteration 19Q: 3 clusters Score -1925985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1926004.750000 Penalty: 4772.208984
	Iteration 20F: 3 clusters Score -1926005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1926012.000000 Penalty: 4772.208984
	Iteration 21Q: 3 clusters Score -1926012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1926017.000000 Penalty: 4772.208984
	Iteration 22Q: 3 clusters Score -1926017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1926028.625000 Penalty: 4772.208984
	Iteration 23Q: 3 clusters Score -1926029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1926031.250000 Penalty: 4772.208984
	Iteration 24Q: 3 clusters Score -1926031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1926033.750000 Penalty: 4772.208984
	Iteration 25Q: 3 clusters Score -1926034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1926035.125000 Penalty: 4772.208984
	Iteration 26Q: 3 clusters Score -1926035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1926035.625000 Penalty: 4772.208984
	Iteration 27Q: 3 clusters Score -1926036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1926037.500000 Penalty: 4772.208984
	Iteration 28Q: 3 clusters Score -1926038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1926037.250000 Penalty: 4772.208984
	Iteration 29Q: 3 clusters Score -1926037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1926037.875000 Penalty: 4772.208984
	Iteration 30Q: 3 clusters Score -1926038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1926038.625000 Penalty: 4772.208984
	Iteration 31Q: 3 clusters Score -1926039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1926041.375000 Penalty: 4772.208984
	Iteration 32Q: 3 clusters Score -1926041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1926043.375000 Penalty: 4772.208984
	Iteration 33Q: 3 clusters Score -1926043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1926042.750000 Penalty: 4772.208984
	Iteration 34Q: 3 clusters Score -1926043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1926046.375000 Penalty: 4772.208984
	Iteration 35Q: 3 clusters Score -1926046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1926043.875000 Penalty: 4772.208984
	Iteration 36Q: 3 clusters Score -1926044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1926045.750000 Penalty: 4772.208984
	Iteration 37Q: 3 clusters Score -1926046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1926045.125000 Penalty: 4772.208984
	Iteration 38Q: 3 clusters Score -1926045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1926045.250000 Penalty: 4772.208984
	Iteration 39Q: 3 clusters Score -1926045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1926045.250000 Penalty: 4772.208984
	Iteration 40F: 3 clusters Score -1926045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 289 members 
Entering Unmasked Estep 
Score: -66914.093750 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66914.09 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67081.320312 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67081.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67112.492188 Penalty: 3136.882080
	Iteration 2Q: 3 clusters Score -67112.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67138.375000 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67138.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67154.015625 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67154.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67164.843750 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67164.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67179.187500 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67179.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67187.273438 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67187.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67190.437500 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67190.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67192.656250 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67192.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67192.656250 Penalty: 3136.882080
	Iteration 10F: 3 clusters Score -67192.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30764.990234 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30764.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31022.625000 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -31022.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31167.177734 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31167.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31409.654297 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -31409.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -31678.378906 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -31678.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -32218.738281 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -32218.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -32310.373047 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -32310.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -32368.029297 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -32368.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -32368.029297 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -32368.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 184521 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 168422 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155674 members 
Mstep: Class 24 contains 56 members 
Entering Unmasked Estep 
Score: -105753824.000000 Penalty: 81311.140625
Splitting cluster 12 changes total score from -105755296.000000 to -105753824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -82304.570312 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -82304.57 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 376 members 
Entering Unmasked Estep 
Score: -80630.562500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -80630.56 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80847.695312 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -80847.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80954.414062 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -80954.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81060.859375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -81060.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81207.195312 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -81207.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81339.976562 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -81339.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81413.664062 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -81413.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81500.523438 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -81500.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81572.234375 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -81572.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81616.328125 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -81616.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81651.921875 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -81651.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81662.140625 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -81662.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81663.375000 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -81663.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81668.726562 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -81668.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81672.328125 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -81672.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81677.359375 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -81677.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81681.929688 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -81681.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81685.390625 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -81685.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81689.937500 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -81689.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81704.726562 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -81704.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81723.656250 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -81723.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81733.015625 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -81733.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81743.851562 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -81743.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81755.976562 Penalty: 3267.424805
	Iteration 23Q: 3 clusters Score -81755.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81759.109375 Penalty: 3267.424805
	Iteration 24Q: 3 clusters Score -81759.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81759.109375 Penalty: 3267.424805
	Iteration 25F: 3 clusters Score -81759.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Entering Unmasked Estep 
Score: -11338888.000000 Penalty: 2835.551758
	Iteration 0F: 2 clusters Score -1.133889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -11277246.000000 Penalty: 5671.103516
	Iteration 0F: 3 clusters Score -1.127725e+07 nChanged 43365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -11301517.000000 Penalty: 5671.103516
	Iteration 1F: 3 clusters Score -1.130152e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -11302064.000000 Penalty: 5671.103516
	Iteration 2Q: 3 clusters Score -1.130206e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -11302586.000000 Penalty: 5671.103516
	Iteration 3Q: 3 clusters Score -1.130259e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -11303214.000000 Penalty: 5671.103516
	Iteration 4Q: 3 clusters Score -1.130321e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -11303898.000000 Penalty: 5671.103516
	Iteration 5Q: 3 clusters Score -1.13039e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -11304982.000000 Penalty: 5671.103516
	Iteration 6Q: 3 clusters Score -1.130498e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -11306395.000000 Penalty: 5671.103516
	Iteration 7Q: 3 clusters Score -1.13064e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -11308370.000000 Penalty: 5671.103516
	Iteration 8Q: 3 clusters Score -1.130837e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -11310950.000000 Penalty: 5671.103516
	Iteration 9Q: 3 clusters Score -1.131095e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -11314153.000000 Penalty: 5671.103516
	Iteration 10F: 3 clusters Score -1.131415e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -11318288.000000 Penalty: 5671.103516
	Iteration 11F: 3 clusters Score -1.131829e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -11322927.000000 Penalty: 5671.103516
	Iteration 12F: 3 clusters Score -1.132293e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -11327204.000000 Penalty: 5671.103516
	Iteration 13F: 3 clusters Score -1.13272e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -11330240.000000 Penalty: 5671.103516
	Iteration 14Q: 3 clusters Score -1.133024e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -11332163.000000 Penalty: 5671.103516
	Iteration 15Q: 3 clusters Score -1.133216e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -11333500.000000 Penalty: 5671.103516
	Iteration 16Q: 3 clusters Score -1.13335e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -11334416.000000 Penalty: 5671.103516
	Iteration 17Q: 3 clusters Score -1.133442e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -11335070.000000 Penalty: 5671.103516
	Iteration 18Q: 3 clusters Score -1.133507e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -11335502.000000 Penalty: 5671.103516
	Iteration 19Q: 3 clusters Score -1.13355e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -11335814.000000 Penalty: 5671.103516
	Iteration 20F: 3 clusters Score -1.133581e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -11336029.000000 Penalty: 5671.103516
	Iteration 21Q: 3 clusters Score -1.133603e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -11336255.000000 Penalty: 5671.103516
	Iteration 22Q: 3 clusters Score -1.133626e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -11336413.000000 Penalty: 5671.103516
	Iteration 23Q: 3 clusters Score -1.133641e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -11336551.000000 Penalty: 5671.103516
	Iteration 24Q: 3 clusters Score -1.133655e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -11336651.000000 Penalty: 5671.103516
	Iteration 25Q: 3 clusters Score -1.133665e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -11336771.000000 Penalty: 5671.103516
	Iteration 26Q: 3 clusters Score -1.133677e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -11336855.000000 Penalty: 5671.103516
	Iteration 27Q: 3 clusters Score -1.133686e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -11336974.000000 Penalty: 5671.103516
	Iteration 28Q: 3 clusters Score -1.133697e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -11337049.000000 Penalty: 5671.103516
	Iteration 29Q: 3 clusters Score -1.133705e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -11337120.000000 Penalty: 5671.103516
	Iteration 30Q: 3 clusters Score -1.133712e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -11337155.000000 Penalty: 5671.103516
	Iteration 31Q: 3 clusters Score -1.133716e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -11337243.000000 Penalty: 5671.103516
	Iteration 32Q: 3 clusters Score -1.133724e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -11337256.000000 Penalty: 5671.103516
	Iteration 33Q: 3 clusters Score -1.133726e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -11337284.000000 Penalty: 5671.103516
	Iteration 34Q: 3 clusters Score -1.133728e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -11337294.000000 Penalty: 5671.103516
	Iteration 35Q: 3 clusters Score -1.133729e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -11337317.000000 Penalty: 5671.103516
	Iteration 36Q: 3 clusters Score -1.133732e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -11337352.000000 Penalty: 5671.103516
	Iteration 37Q: 3 clusters Score -1.133735e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -11337351.000000 Penalty: 5671.103516
	Iteration 38Q: 3 clusters Score -1.133735e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -11337384.000000 Penalty: 5671.103516
	Iteration 39Q: 3 clusters Score -1.133738e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -11337382.000000 Penalty: 5671.103516
	Iteration 40F: 3 clusters Score -1.133738e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -11337375.000000 Penalty: 5671.103516
	Iteration 41Q: 3 clusters Score -1.133738e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -11337417.000000 Penalty: 5671.103516
	Iteration 42Q: 3 clusters Score -1.133742e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -11337426.000000 Penalty: 5671.103516
	Iteration 43Q: 3 clusters Score -1.133743e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -11337455.000000 Penalty: 5671.103516
	Iteration 44Q: 3 clusters Score -1.133746e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -11337476.000000 Penalty: 5671.103516
	Iteration 45Q: 3 clusters Score -1.133748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -11337497.000000 Penalty: 5671.103516
	Iteration 46Q: 3 clusters Score -1.13375e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -11337494.000000 Penalty: 5671.103516
	Iteration 47Q: 3 clusters Score -1.133749e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -11337500.000000 Penalty: 5671.103516
	Iteration 48Q: 3 clusters Score -1.13375e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -11337515.000000 Penalty: 5671.103516
	Iteration 49Q: 3 clusters Score -1.133752e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -11337540.000000 Penalty: 5671.103516
	Iteration 50Q: 3 clusters Score -1.133754e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -11337567.000000 Penalty: 5671.103516
	Iteration 51Q: 3 clusters Score -1.133757e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -11337587.000000 Penalty: 5671.103516
	Iteration 52Q: 3 clusters Score -1.133759e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -11337591.000000 Penalty: 5671.103516
	Iteration 53Q: 3 clusters Score -1.133759e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -11337606.000000 Penalty: 5671.103516
	Iteration 54Q: 3 clusters Score -1.133761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -11337630.000000 Penalty: 5671.103516
	Iteration 55Q: 3 clusters Score -1.133763e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -11337621.000000 Penalty: 5671.103516
	Iteration 56Q: 3 clusters Score -1.133762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -11337611.000000 Penalty: 5671.103516
	Iteration 57Q: 3 clusters Score -1.133761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -11337608.000000 Penalty: 5671.103516
	Iteration 58Q: 3 clusters Score -1.133761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -11337604.000000 Penalty: 5671.103516
	Iteration 59Q: 3 clusters Score -1.13376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -11337610.000000 Penalty: 5671.103516
	Iteration 60F: 3 clusters Score -1.133761e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -11337606.000000 Penalty: 5671.103516
	Iteration 61Q: 3 clusters Score -1.133761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -11337625.000000 Penalty: 5671.103516
	Iteration 62Q: 3 clusters Score -1.133762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -11337623.000000 Penalty: 5671.103516
	Iteration 63Q: 3 clusters Score -1.133762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -11337622.000000 Penalty: 5671.103516
	Iteration 64Q: 3 clusters Score -1.133762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -11337604.000000 Penalty: 5671.103516
	Iteration 65Q: 3 clusters Score -1.13376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -11337589.000000 Penalty: 5671.103516
	Iteration 66Q: 3 clusters Score -1.133759e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83574 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -11337602.000000 Penalty: 5671.103516
	Iteration 67Q: 3 clusters Score -1.13376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -11337613.000000 Penalty: 5671.103516
	Iteration 68Q: 3 clusters Score -1.133761e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -11337627.000000 Penalty: 5671.103516
	Iteration 69Q: 3 clusters Score -1.133763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -11337616.000000 Penalty: 5671.103516
	Iteration 70Q: 3 clusters Score -1.133762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -11337623.000000 Penalty: 5671.103516
	Iteration 71Q: 3 clusters Score -1.133762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -11337619.000000 Penalty: 5671.103516
	Iteration 72Q: 3 clusters Score -1.133762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -11337628.000000 Penalty: 5671.103516
	Iteration 73Q: 3 clusters Score -1.133763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -11337638.000000 Penalty: 5671.103516
	Iteration 74Q: 3 clusters Score -1.133764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -11337642.000000 Penalty: 5671.103516
	Iteration 75Q: 3 clusters Score -1.133764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -11337622.000000 Penalty: 5671.103516
	Iteration 76Q: 3 clusters Score -1.133762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83795 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -11337630.000000 Penalty: 5671.103516
	Iteration 77Q: 3 clusters Score -1.133763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -11337625.000000 Penalty: 5671.103516
	Iteration 78Q: 3 clusters Score -1.133762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -11337634.000000 Penalty: 5671.103516
	Iteration 79Q: 3 clusters Score -1.133763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -11337640.000000 Penalty: 5671.103516
	Iteration 80F: 3 clusters Score -1.133764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -11337650.000000 Penalty: 5671.103516
	Iteration 81Q: 3 clusters Score -1.133765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -11337647.000000 Penalty: 5671.103516
	Iteration 82Q: 3 clusters Score -1.133765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -11337643.000000 Penalty: 5671.103516
	Iteration 83Q: 3 clusters Score -1.133764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -11337638.000000 Penalty: 5671.103516
	Iteration 84Q: 3 clusters Score -1.133764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -11337624.000000 Penalty: 5671.103516
	Iteration 85Q: 3 clusters Score -1.133762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -11337638.000000 Penalty: 5671.103516
	Iteration 86Q: 3 clusters Score -1.133764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -11337630.000000 Penalty: 5671.103516
	Iteration 87Q: 3 clusters Score -1.133763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -11337631.000000 Penalty: 5671.103516
	Iteration 88Q: 3 clusters Score -1.133763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -11337633.000000 Penalty: 5671.103516
	Iteration 89Q: 3 clusters Score -1.133763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -11337640.000000 Penalty: 5671.103516
	Iteration 90Q: 3 clusters Score -1.133764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -11337635.000000 Penalty: 5671.103516
	Iteration 91Q: 3 clusters Score -1.133764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -11337627.000000 Penalty: 5671.103516
	Iteration 92Q: 3 clusters Score -1.133763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -11337628.000000 Penalty: 5671.103516
	Iteration 93Q: 3 clusters Score -1.133763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -11337645.000000 Penalty: 5671.103516
	Iteration 94Q: 3 clusters Score -1.133764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -11337647.000000 Penalty: 5671.103516
	Iteration 95Q: 3 clusters Score -1.133765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -11337642.000000 Penalty: 5671.103516
	Iteration 96Q: 3 clusters Score -1.133764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -11337649.000000 Penalty: 5671.103516
	Iteration 97Q: 3 clusters Score -1.133765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -11337651.000000 Penalty: 5671.103516
	Iteration 98Q: 3 clusters Score -1.133765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -11337649.000000 Penalty: 5671.103516
	Iteration 99Q: 3 clusters Score -1.133765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -11337656.000000 Penalty: 5671.103516
	Iteration 100F: 3 clusters Score -1.133766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -11337649.000000 Penalty: 5671.103516
	Iteration 101Q: 3 clusters Score -1.133765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -11337653.000000 Penalty: 5671.103516
	Iteration 102Q: 3 clusters Score -1.133765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -11337660.000000 Penalty: 5671.103516
	Iteration 103Q: 3 clusters Score -1.133766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -11337667.000000 Penalty: 5671.103516
	Iteration 104Q: 3 clusters Score -1.133767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -11337673.000000 Penalty: 5671.103516
	Iteration 105Q: 3 clusters Score -1.133767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -11337666.000000 Penalty: 5671.103516
	Iteration 106Q: 3 clusters Score -1.133767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -11337662.000000 Penalty: 5671.103516
	Iteration 107Q: 3 clusters Score -1.133766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -11337671.000000 Penalty: 5671.103516
	Iteration 108Q: 3 clusters Score -1.133767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -11337664.000000 Penalty: 5671.103516
	Iteration 109Q: 3 clusters Score -1.133766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -11337666.000000 Penalty: 5671.103516
	Iteration 110Q: 3 clusters Score -1.133767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -11337671.000000 Penalty: 5671.103516
	Iteration 111Q: 3 clusters Score -1.133767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -11337677.000000 Penalty: 5671.103516
	Iteration 112Q: 3 clusters Score -1.133768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -11337661.000000 Penalty: 5671.103516
	Iteration 113Q: 3 clusters Score -1.133766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -11337651.000000 Penalty: 5671.103516
	Iteration 114Q: 3 clusters Score -1.133765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -11337648.000000 Penalty: 5671.103516
	Iteration 115Q: 3 clusters Score -1.133765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -11337647.000000 Penalty: 5671.103516
	Iteration 116Q: 3 clusters Score -1.133765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -11337640.000000 Penalty: 5671.103516
	Iteration 117Q: 3 clusters Score -1.133764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -11337620.000000 Penalty: 5671.103516
	Iteration 118Q: 3 clusters Score -1.133762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -11337634.000000 Penalty: 5671.103516
	Iteration 119Q: 3 clusters Score -1.133763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -11337628.000000 Penalty: 5671.103516
	Iteration 120F: 3 clusters Score -1.133763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -11337620.000000 Penalty: 5671.103516
	Iteration 121Q: 3 clusters Score -1.133762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -11337631.000000 Penalty: 5671.103516
	Iteration 122Q: 3 clusters Score -1.133763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -11337627.000000 Penalty: 5671.103516
	Iteration 123Q: 3 clusters Score -1.133763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -11337633.000000 Penalty: 5671.103516
	Iteration 124Q: 3 clusters Score -1.133763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -11337650.000000 Penalty: 5671.103516
	Iteration 125Q: 3 clusters Score -1.133765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -11337645.000000 Penalty: 5671.103516
	Iteration 126Q: 3 clusters Score -1.133764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -11337647.000000 Penalty: 5671.103516
	Iteration 127Q: 3 clusters Score -1.133765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -11337643.000000 Penalty: 5671.103516
	Iteration 128Q: 3 clusters Score -1.133764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -11337633.000000 Penalty: 5671.103516
	Iteration 129Q: 3 clusters Score -1.133763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -11337634.000000 Penalty: 5671.103516
	Iteration 130Q: 3 clusters Score -1.133763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -11337635.000000 Penalty: 5671.103516
	Iteration 131Q: 3 clusters Score -1.133764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -11337638.000000 Penalty: 5671.103516
	Iteration 132Q: 3 clusters Score -1.133764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -11337638.000000 Penalty: 5671.103516
	Iteration 133F: 3 clusters Score -1.133764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 322 members 
Entering Unmasked Estep 
Score: -71069.398438 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71069.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71340.117188 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71340.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71436.320312 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -71436.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71496.835938 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -71496.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71533.062500 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -71533.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71560.484375 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -71560.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71602.296875 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -71602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71663.343750 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -71663.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71711.289062 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -71711.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71762.585938 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -71762.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71812.796875 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -71812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71840.179688 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -71840.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71874.500000 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -71874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71887.515625 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -71887.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71910.242188 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -71910.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71929.171875 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -71929.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71946.625000 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -71946.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71985.679688 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -71985.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72088.953125 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -72088.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72159.421875 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -72159.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72242.046875 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -72242.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72322.195312 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -72322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72386.328125 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -72386.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72640.554688 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -72640.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73246.601562 Penalty: 3223.147949
	Iteration 24Q: 3 clusters Score -73246.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73317.882812 Penalty: 3223.147949
	Iteration 25Q: 3 clusters Score -73317.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73317.882812 Penalty: 3223.147949
	Iteration 26F: 3 clusters Score -73317.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 184521 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 399 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 168422 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155674 members 
Mstep: Class 24 contains 265 members 
Entering Unmasked Estep 
Score: -105754280.000000 Penalty: 81311.140625
Splitting cluster 15 changes total score from -105755296.000000 to -105754280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Entering Unmasked Estep 
Score: -1552315.625000 Penalty: 2333.052246
	Iteration 0F: 2 clusters Score -1552316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1543218.250000 Penalty: 4666.104492
	Iteration 0F: 3 clusters Score -1543218 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1546065.875000 Penalty: 4666.104492
	Iteration 1F: 3 clusters Score -1546066 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1546570.500000 Penalty: 4666.104492
	Iteration 2F: 3 clusters Score -1546570 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1547026.000000 Penalty: 4666.104492
	Iteration 3F: 3 clusters Score -1547026 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1547527.375000 Penalty: 4666.104492
	Iteration 4F: 3 clusters Score -1547527 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1548092.625000 Penalty: 4666.104492
	Iteration 5F: 3 clusters Score -1548093 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1548657.500000 Penalty: 4666.104492
	Iteration 6F: 3 clusters Score -1548658 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1549215.750000 Penalty: 4666.104492
	Iteration 7F: 3 clusters Score -1549216 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1549737.750000 Penalty: 4666.104492
	Iteration 8F: 3 clusters Score -1549738 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1550163.625000 Penalty: 4666.104492
	Iteration 9Q: 3 clusters Score -1550164 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1550435.000000 Penalty: 4666.104492
	Iteration 10Q: 3 clusters Score -1550435 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1550626.375000 Penalty: 4666.104492
	Iteration 11Q: 3 clusters Score -1550626 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1550754.125000 Penalty: 4666.104492
	Iteration 12Q: 3 clusters Score -1550754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1550847.875000 Penalty: 4666.104492
	Iteration 13Q: 3 clusters Score -1550848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1550918.000000 Penalty: 4666.104492
	Iteration 14Q: 3 clusters Score -1550918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1550952.000000 Penalty: 4666.104492
	Iteration 15Q: 3 clusters Score -1550952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1550980.375000 Penalty: 4666.104492
	Iteration 16Q: 3 clusters Score -1550980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1551004.875000 Penalty: 4666.104492
	Iteration 17Q: 3 clusters Score -1551005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1551025.750000 Penalty: 4666.104492
	Iteration 18Q: 3 clusters Score -1551026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1551046.750000 Penalty: 4666.104492
	Iteration 19Q: 3 clusters Score -1551047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1551062.125000 Penalty: 4666.104492
	Iteration 20F: 3 clusters Score -1551062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1551074.125000 Penalty: 4666.104492
	Iteration 21Q: 3 clusters Score -1551074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1551083.250000 Penalty: 4666.104492
	Iteration 22Q: 3 clusters Score -1551083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1551093.875000 Penalty: 4666.104492
	Iteration 23Q: 3 clusters Score -1551094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1551097.000000 Penalty: 4666.104492
	Iteration 24Q: 3 clusters Score -1551097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1551102.750000 Penalty: 4666.104492
	Iteration 25Q: 3 clusters Score -1551103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1551105.125000 Penalty: 4666.104492
	Iteration 26Q: 3 clusters Score -1551105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1551107.375000 Penalty: 4666.104492
	Iteration 27Q: 3 clusters Score -1551107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1551112.250000 Penalty: 4666.104492
	Iteration 28Q: 3 clusters Score -1551112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1551114.500000 Penalty: 4666.104492
	Iteration 29Q: 3 clusters Score -1551114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1551115.875000 Penalty: 4666.104492
	Iteration 30Q: 3 clusters Score -1551116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1551118.250000 Penalty: 4666.104492
	Iteration 31Q: 3 clusters Score -1551118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1551117.250000 Penalty: 4666.104492
	Iteration 32Q: 3 clusters Score -1551117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1551121.000000 Penalty: 4666.104492
	Iteration 33Q: 3 clusters Score -1551121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1551119.250000 Penalty: 4666.104492
	Iteration 34Q: 3 clusters Score -1551119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1551119.250000 Penalty: 4666.104492
	Iteration 35Q: 3 clusters Score -1551119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1551119.625000 Penalty: 4666.104492
	Iteration 36Q: 3 clusters Score -1551120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1551118.000000 Penalty: 4666.104492
	Iteration 37Q: 3 clusters Score -1551118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1551118.000000 Penalty: 4666.104492
	Iteration 38F: 3 clusters Score -1551118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (168422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168422 members 
Entering Unmasked Estep 
Score: -21150452.000000 Penalty: 2984.488525
	Iteration 0F: 2 clusters Score -2.115045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -21040582.000000 Penalty: 5968.977051
	Iteration 0F: 3 clusters Score -2.104058e+07 nChanged 80603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -21087846.000000 Penalty: 5968.977051
	Iteration 1F: 3 clusters Score -2.108785e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -21089594.000000 Penalty: 5968.977051
	Iteration 2Q: 3 clusters Score -2.108959e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -21092090.000000 Penalty: 5968.977051
	Iteration 3Q: 3 clusters Score -2.109209e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -21096056.000000 Penalty: 5968.977051
	Iteration 4Q: 3 clusters Score -2.109606e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -21102646.000000 Penalty: 5968.977051
	Iteration 5F: 3 clusters Score -2.110265e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -21112598.000000 Penalty: 5968.977051
	Iteration 6F: 3 clusters Score -2.11126e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -21124722.000000 Penalty: 5968.977051
	Iteration 7F: 3 clusters Score -2.112472e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -21132746.000000 Penalty: 5968.977051
	Iteration 8F: 3 clusters Score -2.113275e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -21136606.000000 Penalty: 5968.977051
	Iteration 9Q: 3 clusters Score -2.113661e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -21139042.000000 Penalty: 5968.977051
	Iteration 10Q: 3 clusters Score -2.113904e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -21141316.000000 Penalty: 5968.977051
	Iteration 11Q: 3 clusters Score -2.114132e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -21143670.000000 Penalty: 5968.977051
	Iteration 12Q: 3 clusters Score -2.114367e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -21146292.000000 Penalty: 5968.977051
	Iteration 13Q: 3 clusters Score -2.114629e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -21148244.000000 Penalty: 5968.977051
	Iteration 14Q: 3 clusters Score -2.114824e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -21149194.000000 Penalty: 5968.977051
	Iteration 15Q: 3 clusters Score -2.114919e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -21149682.000000 Penalty: 5968.977051
	Iteration 16Q: 3 clusters Score -2.114968e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -21149908.000000 Penalty: 5968.977051
	Iteration 17Q: 3 clusters Score -2.114991e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -21150078.000000 Penalty: 5968.977051
	Iteration 18Q: 3 clusters Score -2.115008e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -21150186.000000 Penalty: 5968.977051
	Iteration 19Q: 3 clusters Score -2.115019e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -21150230.000000 Penalty: 5968.977051
	Iteration 20F: 3 clusters Score -2.115023e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -21150262.000000 Penalty: 5968.977051
	Iteration 21Q: 3 clusters Score -2.115026e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -21150286.000000 Penalty: 5968.977051
	Iteration 22Q: 3 clusters Score -2.115029e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -21150286.000000 Penalty: 5968.977051
	Iteration 23Q: 3 clusters Score -2.115029e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -21150312.000000 Penalty: 5968.977051
	Iteration 24Q: 3 clusters Score -2.115031e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -21150276.000000 Penalty: 5968.977051
	Iteration 25Q: 3 clusters Score -2.115028e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -21150306.000000 Penalty: 5968.977051
	Iteration 26Q: 3 clusters Score -2.115031e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -21150318.000000 Penalty: 5968.977051
	Iteration 27Q: 3 clusters Score -2.115032e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -21150318.000000 Penalty: 5968.977051
	Iteration 28Q: 3 clusters Score -2.115032e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -21150332.000000 Penalty: 5968.977051
	Iteration 29Q: 3 clusters Score -2.115033e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -21150360.000000 Penalty: 5968.977051
	Iteration 30Q: 3 clusters Score -2.115036e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -21150362.000000 Penalty: 5968.977051
	Iteration 31Q: 3 clusters Score -2.115036e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -21150360.000000 Penalty: 5968.977051
	Iteration 32Q: 3 clusters Score -2.115036e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -21150380.000000 Penalty: 5968.977051
	Iteration 33Q: 3 clusters Score -2.115038e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -21150410.000000 Penalty: 5968.977051
	Iteration 34Q: 3 clusters Score -2.115041e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -21150424.000000 Penalty: 5968.977051
	Iteration 35Q: 3 clusters Score -2.115042e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -21150482.000000 Penalty: 5968.977051
	Iteration 36Q: 3 clusters Score -2.115048e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -21150500.000000 Penalty: 5968.977051
	Iteration 37Q: 3 clusters Score -2.11505e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -21150516.000000 Penalty: 5968.977051
	Iteration 38Q: 3 clusters Score -2.115052e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -21150514.000000 Penalty: 5968.977051
	Iteration 39Q: 3 clusters Score -2.115051e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -21150504.000000 Penalty: 5968.977051
	Iteration 40F: 3 clusters Score -2.11505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -21150496.000000 Penalty: 5968.977051
	Iteration 41Q: 3 clusters Score -2.11505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -21150508.000000 Penalty: 5968.977051
	Iteration 42Q: 3 clusters Score -2.115051e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -21150516.000000 Penalty: 5968.977051
	Iteration 43Q: 3 clusters Score -2.115052e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -21150540.000000 Penalty: 5968.977051
	Iteration 44Q: 3 clusters Score -2.115054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -21150528.000000 Penalty: 5968.977051
	Iteration 45Q: 3 clusters Score -2.115053e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -21150544.000000 Penalty: 5968.977051
	Iteration 46Q: 3 clusters Score -2.115054e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -21150562.000000 Penalty: 5968.977051
	Iteration 47Q: 3 clusters Score -2.115056e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -21150582.000000 Penalty: 5968.977051
	Iteration 48Q: 3 clusters Score -2.115058e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -21150564.000000 Penalty: 5968.977051
	Iteration 49Q: 3 clusters Score -2.115056e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -21150556.000000 Penalty: 5968.977051
	Iteration 50Q: 3 clusters Score -2.115056e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -21150560.000000 Penalty: 5968.977051
	Iteration 51Q: 3 clusters Score -2.115056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -21150548.000000 Penalty: 5968.977051
	Iteration 52Q: 3 clusters Score -2.115055e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -21150570.000000 Penalty: 5968.977051
	Iteration 53Q: 3 clusters Score -2.115057e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -21150556.000000 Penalty: 5968.977051
	Iteration 54Q: 3 clusters Score -2.115056e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -21150582.000000 Penalty: 5968.977051
	Iteration 55Q: 3 clusters Score -2.115058e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -21150568.000000 Penalty: 5968.977051
	Iteration 56Q: 3 clusters Score -2.115057e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -21150600.000000 Penalty: 5968.977051
	Iteration 57Q: 3 clusters Score -2.11506e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -21150584.000000 Penalty: 5968.977051
	Iteration 58Q: 3 clusters Score -2.115058e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -21150576.000000 Penalty: 5968.977051
	Iteration 59Q: 3 clusters Score -2.115058e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -21150568.000000 Penalty: 5968.977051
	Iteration 60F: 3 clusters Score -2.115057e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -21150584.000000 Penalty: 5968.977051
	Iteration 61Q: 3 clusters Score -2.115058e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -21150578.000000 Penalty: 5968.977051
	Iteration 62Q: 3 clusters Score -2.115058e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -21150582.000000 Penalty: 5968.977051
	Iteration 63Q: 3 clusters Score -2.115058e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -21150612.000000 Penalty: 5968.977051
	Iteration 64Q: 3 clusters Score -2.115061e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -21150624.000000 Penalty: 5968.977051
	Iteration 65Q: 3 clusters Score -2.115062e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -21150612.000000 Penalty: 5968.977051
	Iteration 66Q: 3 clusters Score -2.115061e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -21150566.000000 Penalty: 5968.977051
	Iteration 67Q: 3 clusters Score -2.115057e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -21150574.000000 Penalty: 5968.977051
	Iteration 68Q: 3 clusters Score -2.115057e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -21150592.000000 Penalty: 5968.977051
	Iteration 69Q: 3 clusters Score -2.115059e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -21150638.000000 Penalty: 5968.977051
	Iteration 70Q: 3 clusters Score -2.115064e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -21150594.000000 Penalty: 5968.977051
	Iteration 71Q: 3 clusters Score -2.115059e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -21150612.000000 Penalty: 5968.977051
	Iteration 72Q: 3 clusters Score -2.115061e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -21150600.000000 Penalty: 5968.977051
	Iteration 73Q: 3 clusters Score -2.11506e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -21150638.000000 Penalty: 5968.977051
	Iteration 74Q: 3 clusters Score -2.115064e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -21150652.000000 Penalty: 5968.977051
	Iteration 75Q: 3 clusters Score -2.115065e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -21150644.000000 Penalty: 5968.977051
	Iteration 76Q: 3 clusters Score -2.115064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -21150666.000000 Penalty: 5968.977051
	Iteration 77Q: 3 clusters Score -2.115067e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -21150676.000000 Penalty: 5968.977051
	Iteration 78Q: 3 clusters Score -2.115068e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -21150622.000000 Penalty: 5968.977051
	Iteration 79Q: 3 clusters Score -2.115062e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -21150638.000000 Penalty: 5968.977051
	Iteration 80F: 3 clusters Score -2.115064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -21150672.000000 Penalty: 5968.977051
	Iteration 81Q: 3 clusters Score -2.115067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -21150646.000000 Penalty: 5968.977051
	Iteration 82Q: 3 clusters Score -2.115065e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -21150684.000000 Penalty: 5968.977051
	Iteration 83Q: 3 clusters Score -2.115068e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -21150656.000000 Penalty: 5968.977051
	Iteration 84Q: 3 clusters Score -2.115066e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -21150670.000000 Penalty: 5968.977051
	Iteration 85Q: 3 clusters Score -2.115067e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -21150638.000000 Penalty: 5968.977051
	Iteration 86Q: 3 clusters Score -2.115064e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -21150690.000000 Penalty: 5968.977051
	Iteration 87Q: 3 clusters Score -2.115069e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -21150674.000000 Penalty: 5968.977051
	Iteration 88Q: 3 clusters Score -2.115067e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -21150692.000000 Penalty: 5968.977051
	Iteration 89Q: 3 clusters Score -2.115069e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -21150706.000000 Penalty: 5968.977051
	Iteration 90Q: 3 clusters Score -2.115071e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -21150708.000000 Penalty: 5968.977051
	Iteration 91Q: 3 clusters Score -2.115071e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -21150694.000000 Penalty: 5968.977051
	Iteration 92Q: 3 clusters Score -2.115069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -21150726.000000 Penalty: 5968.977051
	Iteration 93Q: 3 clusters Score -2.115073e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -21150722.000000 Penalty: 5968.977051
	Iteration 94Q: 3 clusters Score -2.115072e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -21150746.000000 Penalty: 5968.977051
	Iteration 95Q: 3 clusters Score -2.115075e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -21150744.000000 Penalty: 5968.977051
	Iteration 96Q: 3 clusters Score -2.115074e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -21150770.000000 Penalty: 5968.977051
	Iteration 97Q: 3 clusters Score -2.115077e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.115077e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -21150820.000000 Penalty: 5968.977051
	Iteration 99Q: 3 clusters Score -2.115082e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -21150830.000000 Penalty: 5968.977051
	Iteration 100F: 3 clusters Score -2.115083e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -21150816.000000 Penalty: 5968.977051
	Iteration 101Q: 3 clusters Score -2.115082e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -21150832.000000 Penalty: 5968.977051
	Iteration 102Q: 3 clusters Score -2.115083e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.115086e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -21150880.000000 Penalty: 5968.977051
	Iteration 104Q: 3 clusters Score -2.115088e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.115086e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -21150864.000000 Penalty: 5968.977051
	Iteration 106Q: 3 clusters Score -2.115086e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.115085e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -21150826.000000 Penalty: 5968.977051
	Iteration 108Q: 3 clusters Score -2.115083e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -21150840.000000 Penalty: 5968.977051
	Iteration 109Q: 3 clusters Score -2.115084e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.115085e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -21150838.000000 Penalty: 5968.977051
	Iteration 111Q: 3 clusters Score -2.115084e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.115082e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -21150844.000000 Penalty: 5968.977051
	Iteration 113Q: 3 clusters Score -2.115084e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.115085e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.115084e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.115085e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.115085e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.115083e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.115084e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -21150824.000000 Penalty: 5968.977051
	Iteration 120F: 3 clusters Score -2.115082e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.115084e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.115086e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -21150862.000000 Penalty: 5968.977051
	Iteration 123Q: 3 clusters Score -2.115086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.115085e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.115084e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -21150828.000000 Penalty: 5968.977051
	Iteration 126Q: 3 clusters Score -2.115083e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.115085e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.115084e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -21150830.000000 Penalty: 5968.977051
	Iteration 129Q: 3 clusters Score -2.115083e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -21150824.000000 Penalty: 5968.977051
	Iteration 130Q: 3 clusters Score -2.115082e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -21150840.000000 Penalty: 5968.977051
	Iteration 131Q: 3 clusters Score -2.115084e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.115085e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.115086e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -21150848.000000 Penalty: 5968.977051
	Iteration 134Q: 3 clusters Score -2.115085e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -21150820.000000 Penalty: 5968.977051
	Iteration 135Q: 3 clusters Score -2.115082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -21150816.000000 Penalty: 5968.977051
	Iteration 136Q: 3 clusters Score -2.115082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -21150822.000000 Penalty: 5968.977051
	Iteration 137Q: 3 clusters Score -2.115082e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 96987 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.115086e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.115085e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -21150858.000000 Penalty: 5968.977051
	Iteration 140F: 3 clusters Score -2.115086e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -21150830.000000 Penalty: 5968.977051
	Iteration 141Q: 3 clusters Score -2.115083e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -21150832.000000 Penalty: 5968.977051
	Iteration 142Q: 3 clusters Score -2.115083e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.115083e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -21150842.000000 Penalty: 5968.977051
	Iteration 144Q: 3 clusters Score -2.115084e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.115086e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -21150878.000000 Penalty: 5968.977051
	Iteration 146Q: 3 clusters Score -2.115088e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -21150868.000000 Penalty: 5968.977051
	Iteration 147Q: 3 clusters Score -2.115087e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 148Q: 3 clusters Score -2.115091e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.115097e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -21150942.000000 Penalty: 5968.977051
	Iteration 150Q: 3 clusters Score -2.115094e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -21150900.000000 Penalty: 5968.977051
	Iteration 151Q: 3 clusters Score -2.11509e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.11509e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -21150936.000000 Penalty: 5968.977051
	Iteration 153Q: 3 clusters Score -2.115094e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -21150916.000000 Penalty: 5968.977051
	Iteration 154Q: 3 clusters Score -2.115092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 155Q: 3 clusters Score -2.115091e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.115094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -21150946.000000 Penalty: 5968.977051
	Iteration 157Q: 3 clusters Score -2.115095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -21150962.000000 Penalty: 5968.977051
	Iteration 158Q: 3 clusters Score -2.115096e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -21150956.000000 Penalty: 5968.977051
	Iteration 159Q: 3 clusters Score -2.115096e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 99497 members 
Entering Unmasked Estep 
Score: -21150988.000000 Penalty: 5968.977051
	Iteration 160F: 3 clusters Score -2.115099e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.1151e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.1151e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.115101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.115102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.115101e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -21151012.000000 Penalty: 5968.977051
	Iteration 166Q: 3 clusters Score -2.115101e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -21150990.000000 Penalty: 5968.977051
	Iteration 167Q: 3 clusters Score -2.115099e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.115101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.1151e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.115101e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.115105e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.115106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -21151074.000000 Penalty: 5968.977051
	Iteration 173Q: 3 clusters Score -2.115107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -21151072.000000 Penalty: 5968.977051
	Iteration 174Q: 3 clusters Score -2.115107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -21151054.000000 Penalty: 5968.977051
	Iteration 175Q: 3 clusters Score -2.115105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -21151026.000000 Penalty: 5968.977051
	Iteration 176Q: 3 clusters Score -2.115103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -21151042.000000 Penalty: 5968.977051
	Iteration 177Q: 3 clusters Score -2.115104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -21151046.000000 Penalty: 5968.977051
	Iteration 178Q: 3 clusters Score -2.115105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -21151032.000000 Penalty: 5968.977051
	Iteration 179Q: 3 clusters Score -2.115103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -21151050.000000 Penalty: 5968.977051
	Iteration 180F: 3 clusters Score -2.115105e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -21151034.000000 Penalty: 5968.977051
	Iteration 181Q: 3 clusters Score -2.115103e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -21151038.000000 Penalty: 5968.977051
	Iteration 182Q: 3 clusters Score -2.115104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -21151032.000000 Penalty: 5968.977051
	Iteration 183Q: 3 clusters Score -2.115103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -21151024.000000 Penalty: 5968.977051
	Iteration 184Q: 3 clusters Score -2.115102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -21151052.000000 Penalty: 5968.977051
	Iteration 185Q: 3 clusters Score -2.115105e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -21151032.000000 Penalty: 5968.977051
	Iteration 186Q: 3 clusters Score -2.115103e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -21151040.000000 Penalty: 5968.977051
	Iteration 187Q: 3 clusters Score -2.115104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -21151020.000000 Penalty: 5968.977051
	Iteration 188Q: 3 clusters Score -2.115102e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -21151044.000000 Penalty: 5968.977051
	Iteration 189Q: 3 clusters Score -2.115104e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -21151024.000000 Penalty: 5968.977051
	Iteration 190Q: 3 clusters Score -2.115102e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -21151034.000000 Penalty: 5968.977051
	Iteration 191Q: 3 clusters Score -2.115103e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -21151010.000000 Penalty: 5968.977051
	Iteration 192Q: 3 clusters Score -2.115101e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -21151028.000000 Penalty: 5968.977051
	Iteration 193Q: 3 clusters Score -2.115103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -21151012.000000 Penalty: 5968.977051
	Iteration 194Q: 3 clusters Score -2.115101e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -21150994.000000 Penalty: 5968.977051
	Iteration 195Q: 3 clusters Score -2.115099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -21150986.000000 Penalty: 5968.977051
	Iteration 196Q: 3 clusters Score -2.115099e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -21150972.000000 Penalty: 5968.977051
	Iteration 197Q: 3 clusters Score -2.115097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -21150952.000000 Penalty: 5968.977051
	Iteration 198Q: 3 clusters Score -2.115095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -21150970.000000 Penalty: 5968.977051
	Iteration 199Q: 3 clusters Score -2.115097e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 200F: 3 clusters Score -2.115095e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -21150974.000000 Penalty: 5968.977051
	Iteration 201Q: 3 clusters Score -2.115097e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -21150972.000000 Penalty: 5968.977051
	Iteration 202Q: 3 clusters Score -2.115097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -21150998.000000 Penalty: 5968.977051
	Iteration 203Q: 3 clusters Score -2.1151e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -21150974.000000 Penalty: 5968.977051
	Iteration 204Q: 3 clusters Score -2.115097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 102261 members 
Entering Unmasked Estep 
Score: -21150970.000000 Penalty: 5968.977051
	Iteration 205Q: 3 clusters Score -2.115097e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -21150980.000000 Penalty: 5968.977051
	Iteration 206Q: 3 clusters Score -2.115098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -21150980.000000 Penalty: 5968.977051
	Iteration 207Q: 3 clusters Score -2.115098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -21150980.000000 Penalty: 5968.977051
	Iteration 208Q: 3 clusters Score -2.115098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -21150970.000000 Penalty: 5968.977051
	Iteration 209Q: 3 clusters Score -2.115097e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -21150964.000000 Penalty: 5968.977051
	Iteration 210Q: 3 clusters Score -2.115096e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -21150934.000000 Penalty: 5968.977051
	Iteration 211Q: 3 clusters Score -2.115093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 212Q: 3 clusters Score -2.115091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 213Q: 3 clusters Score -2.115091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -21150896.000000 Penalty: 5968.977051
	Iteration 214Q: 3 clusters Score -2.11509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -21150878.000000 Penalty: 5968.977051
	Iteration 215Q: 3 clusters Score -2.115088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -21150886.000000 Penalty: 5968.977051
	Iteration 216Q: 3 clusters Score -2.115089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
Score: -21150892.000000 Penalty: 5968.977051
	Iteration 217Q: 3 clusters Score -2.115089e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -21150896.000000 Penalty: 5968.977051
	Iteration 218Q: 3 clusters Score -2.11509e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -21150844.000000 Penalty: 5968.977051
	Iteration 219Q: 3 clusters Score -2.115084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 103131 members 
Entering Unmasked Estep 
Score: -21150860.000000 Penalty: 5968.977051
	Iteration 220F: 3 clusters Score -2.115086e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -21150864.000000 Penalty: 5968.977051
	Iteration 221Q: 3 clusters Score -2.115086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -21150860.000000 Penalty: 5968.977051
	Iteration 222Q: 3 clusters Score -2.115086e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -21150852.000000 Penalty: 5968.977051
	Iteration 223Q: 3 clusters Score -2.115085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 103341 members 
Entering Unmasked Estep 
Score: -21150870.000000 Penalty: 5968.977051
	Iteration 224Q: 3 clusters Score -2.115087e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -21150878.000000 Penalty: 5968.977051
	Iteration 225Q: 3 clusters Score -2.115088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -21150876.000000 Penalty: 5968.977051
	Iteration 226Q: 3 clusters Score -2.115088e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -21150870.000000 Penalty: 5968.977051
	Iteration 227Q: 3 clusters Score -2.115087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -21150876.000000 Penalty: 5968.977051
	Iteration 228Q: 3 clusters Score -2.115088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 103619 members 
Entering Unmasked Estep 
Score: -21150880.000000 Penalty: 5968.977051
	Iteration 229Q: 3 clusters Score -2.115088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -21150856.000000 Penalty: 5968.977051
	Iteration 230Q: 3 clusters Score -2.115086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -21150836.000000 Penalty: 5968.977051
	Iteration 231Q: 3 clusters Score -2.115084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -21150840.000000 Penalty: 5968.977051
	Iteration 232Q: 3 clusters Score -2.115084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -21150826.000000 Penalty: 5968.977051
	Iteration 233Q: 3 clusters Score -2.115083e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -21150828.000000 Penalty: 5968.977051
	Iteration 234Q: 3 clusters Score -2.115083e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -21150826.000000 Penalty: 5968.977051
	Iteration 235Q: 3 clusters Score -2.115083e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -21150850.000000 Penalty: 5968.977051
	Iteration 236Q: 3 clusters Score -2.115085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -21150842.000000 Penalty: 5968.977051
	Iteration 237Q: 3 clusters Score -2.115084e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -21150862.000000 Penalty: 5968.977051
	Iteration 238Q: 3 clusters Score -2.115086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -21150896.000000 Penalty: 5968.977051
	Iteration 239Q: 3 clusters Score -2.11509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -21150886.000000 Penalty: 5968.977051
	Iteration 240F: 3 clusters Score -2.115089e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -21150880.000000 Penalty: 5968.977051
	Iteration 241Q: 3 clusters Score -2.115088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 242Q: 3 clusters Score -2.115091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -21150888.000000 Penalty: 5968.977051
	Iteration 243Q: 3 clusters Score -2.115089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -21150896.000000 Penalty: 5968.977051
	Iteration 244Q: 3 clusters Score -2.11509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -21150860.000000 Penalty: 5968.977051
	Iteration 245Q: 3 clusters Score -2.115086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -21150840.000000 Penalty: 5968.977051
	Iteration 246Q: 3 clusters Score -2.115084e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -21150856.000000 Penalty: 5968.977051
	Iteration 247Q: 3 clusters Score -2.115086e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -21150854.000000 Penalty: 5968.977051
	Iteration 248Q: 3 clusters Score -2.115085e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -21150876.000000 Penalty: 5968.977051
	Iteration 249Q: 3 clusters Score -2.115088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 104737 members 
Entering Unmasked Estep 
Score: -21150886.000000 Penalty: 5968.977051
	Iteration 250Q: 3 clusters Score -2.115089e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 104795 members 
Entering Unmasked Estep 
Score: -21150892.000000 Penalty: 5968.977051
	Iteration 251Q: 3 clusters Score -2.115089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -21150904.000000 Penalty: 5968.977051
	Iteration 252Q: 3 clusters Score -2.11509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 104899 members 
Entering Unmasked Estep 
Score: -21150892.000000 Penalty: 5968.977051
	Iteration 253Q: 3 clusters Score -2.115089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -21150882.000000 Penalty: 5968.977051
	Iteration 254Q: 3 clusters Score -2.115088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 255Q: 3 clusters Score -2.115091e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 256Q: 3 clusters Score -2.115091e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -21150916.000000 Penalty: 5968.977051
	Iteration 257Q: 3 clusters Score -2.115092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -21150904.000000 Penalty: 5968.977051
	Iteration 258Q: 3 clusters Score -2.11509e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -21150900.000000 Penalty: 5968.977051
	Iteration 259Q: 3 clusters Score -2.11509e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 260F: 3 clusters Score -2.115091e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -21150944.000000 Penalty: 5968.977051
	Iteration 261Q: 3 clusters Score -2.115094e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -21150948.000000 Penalty: 5968.977051
	Iteration 262Q: 3 clusters Score -2.115095e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -21150974.000000 Penalty: 5968.977051
	Iteration 263Q: 3 clusters Score -2.115097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -21150966.000000 Penalty: 5968.977051
	Iteration 264Q: 3 clusters Score -2.115097e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 265Q: 3 clusters Score -2.115095e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -21150976.000000 Penalty: 5968.977051
	Iteration 266Q: 3 clusters Score -2.115098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -21150974.000000 Penalty: 5968.977051
	Iteration 267Q: 3 clusters Score -2.115097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -21150958.000000 Penalty: 5968.977051
	Iteration 268Q: 3 clusters Score -2.115096e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -21150960.000000 Penalty: 5968.977051
	Iteration 269Q: 3 clusters Score -2.115096e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -21150952.000000 Penalty: 5968.977051
	Iteration 270Q: 3 clusters Score -2.115095e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 106052 members 
Entering Unmasked Estep 
Score: -21150940.000000 Penalty: 5968.977051
	Iteration 271Q: 3 clusters Score -2.115094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -21150962.000000 Penalty: 5968.977051
	Iteration 272Q: 3 clusters Score -2.115096e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -21150940.000000 Penalty: 5968.977051
	Iteration 273Q: 3 clusters Score -2.115094e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -21150918.000000 Penalty: 5968.977051
	Iteration 274Q: 3 clusters Score -2.115092e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 275Q: 3 clusters Score -2.115091e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 276Q: 3 clusters Score -2.115092e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 277Q: 3 clusters Score -2.115091e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 278Q: 3 clusters Score -2.115091e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 279Q: 3 clusters Score -2.115093e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -21150948.000000 Penalty: 5968.977051
	Iteration 280F: 3 clusters Score -2.115095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 281Q: 3 clusters Score -2.115095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -21150954.000000 Penalty: 5968.977051
	Iteration 282Q: 3 clusters Score -2.115095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -21150960.000000 Penalty: 5968.977051
	Iteration 283Q: 3 clusters Score -2.115096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -21150960.000000 Penalty: 5968.977051
	Iteration 284Q: 3 clusters Score -2.115096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -21150936.000000 Penalty: 5968.977051
	Iteration 285Q: 3 clusters Score -2.115094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 286Q: 3 clusters Score -2.115091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 287Q: 3 clusters Score -2.115092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -21150960.000000 Penalty: 5968.977051
	Iteration 288Q: 3 clusters Score -2.115096e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -21150934.000000 Penalty: 5968.977051
	Iteration 289Q: 3 clusters Score -2.115093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -21150930.000000 Penalty: 5968.977051
	Iteration 290Q: 3 clusters Score -2.115093e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 291Q: 3 clusters Score -2.115091e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 292Q: 3 clusters Score -2.115091e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 293Q: 3 clusters Score -2.115092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -21150932.000000 Penalty: 5968.977051
	Iteration 294Q: 3 clusters Score -2.115093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 295Q: 3 clusters Score -2.115093e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -21150934.000000 Penalty: 5968.977051
	Iteration 296Q: 3 clusters Score -2.115093e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 297Q: 3 clusters Score -2.115092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -21150938.000000 Penalty: 5968.977051
	Iteration 298Q: 3 clusters Score -2.115094e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -21150944.000000 Penalty: 5968.977051
	Iteration 299Q: 3 clusters Score -2.115094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -21150922.000000 Penalty: 5968.977051
	Iteration 300F: 3 clusters Score -2.115092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 301Q: 3 clusters Score -2.115091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -21150898.000000 Penalty: 5968.977051
	Iteration 302Q: 3 clusters Score -2.11509e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -21150884.000000 Penalty: 5968.977051
	Iteration 303Q: 3 clusters Score -2.115088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -21150864.000000 Penalty: 5968.977051
	Iteration 304Q: 3 clusters Score -2.115086e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -21150860.000000 Penalty: 5968.977051
	Iteration 305Q: 3 clusters Score -2.115086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -21150870.000000 Penalty: 5968.977051
	Iteration 306Q: 3 clusters Score -2.115087e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -21150880.000000 Penalty: 5968.977051
	Iteration 307Q: 3 clusters Score -2.115088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -21150858.000000 Penalty: 5968.977051
	Iteration 308Q: 3 clusters Score -2.115086e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -21150862.000000 Penalty: 5968.977051
	Iteration 309Q: 3 clusters Score -2.115086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -21150884.000000 Penalty: 5968.977051
	Iteration 310Q: 3 clusters Score -2.115088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 311Q: 3 clusters Score -2.115091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -21150898.000000 Penalty: 5968.977051
	Iteration 312Q: 3 clusters Score -2.11509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 313Q: 3 clusters Score -2.115091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -21150890.000000 Penalty: 5968.977051
	Iteration 314Q: 3 clusters Score -2.115089e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 315Q: 3 clusters Score -2.115091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -21150900.000000 Penalty: 5968.977051
	Iteration 316Q: 3 clusters Score -2.11509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -21150908.000000 Penalty: 5968.977051
	Iteration 317Q: 3 clusters Score -2.115091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -21150922.000000 Penalty: 5968.977051
	Iteration 318Q: 3 clusters Score -2.115092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -21150916.000000 Penalty: 5968.977051
	Iteration 319Q: 3 clusters Score -2.115092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -21150902.000000 Penalty: 5968.977051
	Iteration 320F: 3 clusters Score -2.11509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -21150888.000000 Penalty: 5968.977051
	Iteration 321Q: 3 clusters Score -2.115089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -21150894.000000 Penalty: 5968.977051
	Iteration 322Q: 3 clusters Score -2.115089e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -21150876.000000 Penalty: 5968.977051
	Iteration 323Q: 3 clusters Score -2.115088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -21150880.000000 Penalty: 5968.977051
	Iteration 324Q: 3 clusters Score -2.115088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 325Q: 3 clusters Score -2.115091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -21150902.000000 Penalty: 5968.977051
	Iteration 326Q: 3 clusters Score -2.11509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -21150900.000000 Penalty: 5968.977051
	Iteration 327Q: 3 clusters Score -2.11509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -21150908.000000 Penalty: 5968.977051
	Iteration 328Q: 3 clusters Score -2.115091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -21150878.000000 Penalty: 5968.977051
	Iteration 329Q: 3 clusters Score -2.115088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -21150882.000000 Penalty: 5968.977051
	Iteration 330Q: 3 clusters Score -2.115088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -21150898.000000 Penalty: 5968.977051
	Iteration 331Q: 3 clusters Score -2.11509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 332Q: 3 clusters Score -2.115092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -21150932.000000 Penalty: 5968.977051
	Iteration 333Q: 3 clusters Score -2.115093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -21150902.000000 Penalty: 5968.977051
	Iteration 334Q: 3 clusters Score -2.11509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 108956 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 335Q: 3 clusters Score -2.115091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -21150904.000000 Penalty: 5968.977051
	Iteration 336Q: 3 clusters Score -2.11509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 337Q: 3 clusters Score -2.115091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 338Q: 3 clusters Score -2.115091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -21150922.000000 Penalty: 5968.977051
	Iteration 339Q: 3 clusters Score -2.115092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 109121 members 
Entering Unmasked Estep 
Score: -21150888.000000 Penalty: 5968.977051
	Iteration 340F: 3 clusters Score -2.115089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 341Q: 3 clusters Score -2.115091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -21150926.000000 Penalty: 5968.977051
	Iteration 342Q: 3 clusters Score -2.115093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 109208 members 
Entering Unmasked Estep 
Score: -21150940.000000 Penalty: 5968.977051
	Iteration 343Q: 3 clusters Score -2.115094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -21150926.000000 Penalty: 5968.977051
	Iteration 344Q: 3 clusters Score -2.115093e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 345Q: 3 clusters Score -2.115091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 346Q: 3 clusters Score -2.115091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -21150904.000000 Penalty: 5968.977051
	Iteration 347Q: 3 clusters Score -2.11509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -21150894.000000 Penalty: 5968.977051
	Iteration 348Q: 3 clusters Score -2.115089e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 349Q: 3 clusters Score -2.115095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 350Q: 3 clusters Score -2.115095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -21150942.000000 Penalty: 5968.977051
	Iteration 351Q: 3 clusters Score -2.115094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -21150942.000000 Penalty: 5968.977051
	Iteration 352Q: 3 clusters Score -2.115094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -21150938.000000 Penalty: 5968.977051
	Iteration 353Q: 3 clusters Score -2.115094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 109550 members 
Entering Unmasked Estep 
Score: -21150944.000000 Penalty: 5968.977051
	Iteration 354Q: 3 clusters Score -2.115094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -21150930.000000 Penalty: 5968.977051
	Iteration 355Q: 3 clusters Score -2.115093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 356Q: 3 clusters Score -2.115093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -21150910.000000 Penalty: 5968.977051
	Iteration 357Q: 3 clusters Score -2.115091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -21150902.000000 Penalty: 5968.977051
	Iteration 358Q: 3 clusters Score -2.11509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 109673 members 
Entering Unmasked Estep 
Score: -21150932.000000 Penalty: 5968.977051
	Iteration 359Q: 3 clusters Score -2.115093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -21150936.000000 Penalty: 5968.977051
	Iteration 360F: 3 clusters Score -2.115094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 361Q: 3 clusters Score -2.115093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 362Q: 3 clusters Score -2.115093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -21150926.000000 Penalty: 5968.977051
	Iteration 363Q: 3 clusters Score -2.115093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -21150930.000000 Penalty: 5968.977051
	Iteration 364Q: 3 clusters Score -2.115093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -21150918.000000 Penalty: 5968.977051
	Iteration 365Q: 3 clusters Score -2.115092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 366Q: 3 clusters Score -2.115092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -21150932.000000 Penalty: 5968.977051
	Iteration 367Q: 3 clusters Score -2.115093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 368Q: 3 clusters Score -2.115092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 109894 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 369Q: 3 clusters Score -2.115093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -21150920.000000 Penalty: 5968.977051
	Iteration 370Q: 3 clusters Score -2.115092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 371Q: 3 clusters Score -2.115091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -21150928.000000 Penalty: 5968.977051
	Iteration 372Q: 3 clusters Score -2.115093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -21150918.000000 Penalty: 5968.977051
	Iteration 373Q: 3 clusters Score -2.115092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -21150906.000000 Penalty: 5968.977051
	Iteration 374Q: 3 clusters Score -2.115091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 110024 members 
Entering Unmasked Estep 
Score: -21150904.000000 Penalty: 5968.977051
	Iteration 375Q: 3 clusters Score -2.11509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -21150864.000000 Penalty: 5968.977051
	Iteration 376Q: 3 clusters Score -2.115086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -21150874.000000 Penalty: 5968.977051
	Iteration 377Q: 3 clusters Score -2.115087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -21150878.000000 Penalty: 5968.977051
	Iteration 378Q: 3 clusters Score -2.115088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -21150908.000000 Penalty: 5968.977051
	Iteration 379Q: 3 clusters Score -2.115091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -21150922.000000 Penalty: 5968.977051
	Iteration 380F: 3 clusters Score -2.115092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -21150882.000000 Penalty: 5968.977051
	Iteration 381Q: 3 clusters Score -2.115088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -21150864.000000 Penalty: 5968.977051
	Iteration 382Q: 3 clusters Score -2.115086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 110257 members 
Entering Unmasked Estep 
Score: -21150882.000000 Penalty: 5968.977051
	Iteration 383Q: 3 clusters Score -2.115088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 110289 members 
Entering Unmasked Estep 
Score: -21150898.000000 Penalty: 5968.977051
	Iteration 384Q: 3 clusters Score -2.11509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -21150884.000000 Penalty: 5968.977051
	Iteration 385Q: 3 clusters Score -2.115088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 110365 members 
Entering Unmasked Estep 
Score: -21150882.000000 Penalty: 5968.977051
	Iteration 386Q: 3 clusters Score -2.115088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 110405 members 
Entering Unmasked Estep 
Score: -21150876.000000 Penalty: 5968.977051
	Iteration 387Q: 3 clusters Score -2.115088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -21150878.000000 Penalty: 5968.977051
	Iteration 388Q: 3 clusters Score -2.115088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -21150876.000000 Penalty: 5968.977051
	Iteration 389Q: 3 clusters Score -2.115088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -21150880.000000 Penalty: 5968.977051
	Iteration 390Q: 3 clusters Score -2.115088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -21150898.000000 Penalty: 5968.977051
	Iteration 391Q: 3 clusters Score -2.11509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -21150914.000000 Penalty: 5968.977051
	Iteration 392Q: 3 clusters Score -2.115091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -21150912.000000 Penalty: 5968.977051
	Iteration 393Q: 3 clusters Score -2.115091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -21150940.000000 Penalty: 5968.977051
	Iteration 394Q: 3 clusters Score -2.115094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -21150954.000000 Penalty: 5968.977051
	Iteration 395Q: 3 clusters Score -2.115095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -21150940.000000 Penalty: 5968.977051
	Iteration 396Q: 3 clusters Score -2.115094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -21150966.000000 Penalty: 5968.977051
	Iteration 397Q: 3 clusters Score -2.115097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 398Q: 3 clusters Score -2.115095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 399Q: 3 clusters Score -2.115095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -21150964.000000 Penalty: 5968.977051
	Iteration 400F: 3 clusters Score -2.115096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -21150966.000000 Penalty: 5968.977051
	Iteration 401Q: 3 clusters Score -2.115097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -21150970.000000 Penalty: 5968.977051
	Iteration 402Q: 3 clusters Score -2.115097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -21150976.000000 Penalty: 5968.977051
	Iteration 403Q: 3 clusters Score -2.115098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -21150960.000000 Penalty: 5968.977051
	Iteration 404Q: 3 clusters Score -2.115096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -21150956.000000 Penalty: 5968.977051
	Iteration 405Q: 3 clusters Score -2.115096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 406Q: 3 clusters Score -2.115095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -21150950.000000 Penalty: 5968.977051
	Iteration 407F: 3 clusters Score -2.115095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 184521 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 57667 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155674 members 
Mstep: Class 24 contains 110755 members 
Entering Unmasked Estep 
Score: -105754840.000000 Penalty: 81311.140625
Splitting cluster 17 changes total score from -105755296.000000 to -105754840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (23210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Entering Unmasked Estep 
Score: -2953068.250000 Penalty: 2492.979980
	Iteration 0F: 2 clusters Score -2953068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2936878.750000 Penalty: 4985.959961
	Iteration 0F: 3 clusters Score -2936879 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2942428.250000 Penalty: 4985.959961
	Iteration 1F: 3 clusters Score -2942428 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2942933.500000 Penalty: 4985.959961
	Iteration 2F: 3 clusters Score -2942934 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2943473.250000 Penalty: 4985.959961
	Iteration 3F: 3 clusters Score -2943473 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2944079.000000 Penalty: 4985.959961
	Iteration 4F: 3 clusters Score -2944079 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2944943.750000 Penalty: 4985.959961
	Iteration 5F: 3 clusters Score -2944944 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2946002.250000 Penalty: 4985.959961
	Iteration 6F: 3 clusters Score -2946002 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2947148.250000 Penalty: 4985.959961
	Iteration 7F: 3 clusters Score -2947148 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2948410.750000 Penalty: 4985.959961
	Iteration 8F: 3 clusters Score -2948411 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2949748.750000 Penalty: 4985.959961
	Iteration 9F: 3 clusters Score -2949749 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2950933.500000 Penalty: 4985.959961
	Iteration 10Q: 3 clusters Score -2950934 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2951468.000000 Penalty: 4985.959961
	Iteration 11Q: 3 clusters Score -2951468 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2951623.250000 Penalty: 4985.959961
	Iteration 12Q: 3 clusters Score -2951623 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2951677.500000 Penalty: 4985.959961
	Iteration 13Q: 3 clusters Score -2951678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2951706.750000 Penalty: 4985.959961
	Iteration 14Q: 3 clusters Score -2951707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2951720.250000 Penalty: 4985.959961
	Iteration 15Q: 3 clusters Score -2951720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2951726.750000 Penalty: 4985.959961
	Iteration 16Q: 3 clusters Score -2951727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2951739.250000 Penalty: 4985.959961
	Iteration 17Q: 3 clusters Score -2951739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2951740.250000 Penalty: 4985.959961
	Iteration 18Q: 3 clusters Score -2951740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2951738.250000 Penalty: 4985.959961
	Iteration 19Q: 3 clusters Score -2951738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2951742.250000 Penalty: 4985.959961
	Iteration 20F: 3 clusters Score -2951742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2951746.000000 Penalty: 4985.959961
	Iteration 21Q: 3 clusters Score -2951746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2951741.500000 Penalty: 4985.959961
	Iteration 22Q: 3 clusters Score -2951742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2951741.000000 Penalty: 4985.959961
	Iteration 23Q: 3 clusters Score -2951741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2951746.500000 Penalty: 4985.959961
	Iteration 24Q: 3 clusters Score -2951746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2951746.500000 Penalty: 4985.959961
	Iteration 25Q: 3 clusters Score -2951746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2951749.250000 Penalty: 4985.959961
	Iteration 26Q: 3 clusters Score -2951749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2951749.750000 Penalty: 4985.959961
	Iteration 27Q: 3 clusters Score -2951750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2951748.750000 Penalty: 4985.959961
	Iteration 28Q: 3 clusters Score -2951749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2951747.000000 Penalty: 4985.959961
	Iteration 29Q: 3 clusters Score -2951747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2951745.500000 Penalty: 4985.959961
	Iteration 30Q: 3 clusters Score -2951746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2951746.000000 Penalty: 4985.959961
	Iteration 31Q: 3 clusters Score -2951746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2951746.000000 Penalty: 4985.959961
	Iteration 32F: 3 clusters Score -2951746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -227310.062500 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -227310.1 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 938 members 
Entering Unmasked Estep 
Score: -224792.453125 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -224792.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225371.312500 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -225371.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -225648.765625 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -225648.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -225862.765625 Penalty: 3751.604980
	Iteration 3F: 3 clusters Score -225862.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -226041.296875 Penalty: 3751.604980
	Iteration 4F: 3 clusters Score -226041.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -226186.156250 Penalty: 3751.604980
	Iteration 5F: 3 clusters Score -226186.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -226359.828125 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -226359.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -226477.640625 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -226477.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -226564.171875 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -226564.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -226625.203125 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -226625.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -226662.750000 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -226662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -226684.562500 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -226684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -226700.062500 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -226700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -226712.000000 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -226712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -226716.156250 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -226716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -226721.140625 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -226721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -226726.656250 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -226726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -226733.031250 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -226733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -226736.843750 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -226736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -226740.953125 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -226741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -226748.171875 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -226748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29467.345703 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29467.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29634.527344 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29634.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29749.304688 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29749.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29798.011719 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -29798.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29830.474609 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -29830.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29873.505859 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -29873.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29905.476562 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -29905.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29934.953125 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -29934.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29934.953125 Penalty: 2873.334717
	Iteration 8F: 3 clusters Score -29934.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Entering Unmasked Estep 
Score: -1755956.500000 Penalty: 2376.517334
	Iteration 0F: 2 clusters Score -1755956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1745444.500000 Penalty: 4753.034668
	Iteration 0F: 3 clusters Score -1745444 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1748829.500000 Penalty: 4753.034668
	Iteration 1F: 3 clusters Score -1748830 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1749097.125000 Penalty: 4753.034668
	Iteration 2F: 3 clusters Score -1749097 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1749284.250000 Penalty: 4753.034668
	Iteration 3Q: 3 clusters Score -1749284 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1749426.000000 Penalty: 4753.034668
	Iteration 4Q: 3 clusters Score -1749426 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1749552.000000 Penalty: 4753.034668
	Iteration 5Q: 3 clusters Score -1749552 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1749683.375000 Penalty: 4753.034668
	Iteration 6Q: 3 clusters Score -1749683 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1749847.625000 Penalty: 4753.034668
	Iteration 7Q: 3 clusters Score -1749848 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1750019.125000 Penalty: 4753.034668
	Iteration 8Q: 3 clusters Score -1750019 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1750230.250000 Penalty: 4753.034668
	Iteration 9Q: 3 clusters Score -1750230 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1750513.250000 Penalty: 4753.034668
	Iteration 10Q: 3 clusters Score -1750513 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1750820.750000 Penalty: 4753.034668
	Iteration 11Q: 3 clusters Score -1750821 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1751185.375000 Penalty: 4753.034668
	Iteration 12Q: 3 clusters Score -1751185 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1751600.125000 Penalty: 4753.034668
	Iteration 13Q: 3 clusters Score -1751600 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1751999.375000 Penalty: 4753.034668
	Iteration 14Q: 3 clusters Score -1751999 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1752359.000000 Penalty: 4753.034668
	Iteration 15Q: 3 clusters Score -1752359 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1752689.750000 Penalty: 4753.034668
	Iteration 16Q: 3 clusters Score -1752690 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1752956.625000 Penalty: 4753.034668
	Iteration 17Q: 3 clusters Score -1752957 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1753150.375000 Penalty: 4753.034668
	Iteration 18Q: 3 clusters Score -1753150 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1753296.750000 Penalty: 4753.034668
	Iteration 19Q: 3 clusters Score -1753297 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1753404.625000 Penalty: 4753.034668
	Iteration 20F: 3 clusters Score -1753405 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1753493.500000 Penalty: 4753.034668
	Iteration 21Q: 3 clusters Score -1753494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1753559.625000 Penalty: 4753.034668
	Iteration 22Q: 3 clusters Score -1753560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1753631.375000 Penalty: 4753.034668
	Iteration 23Q: 3 clusters Score -1753631 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1753690.250000 Penalty: 4753.034668
	Iteration 24Q: 3 clusters Score -1753690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1753751.125000 Penalty: 4753.034668
	Iteration 25Q: 3 clusters Score -1753751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1753788.875000 Penalty: 4753.034668
	Iteration 26Q: 3 clusters Score -1753789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1753811.000000 Penalty: 4753.034668
	Iteration 27Q: 3 clusters Score -1753811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1753823.750000 Penalty: 4753.034668
	Iteration 28Q: 3 clusters Score -1753824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1753840.750000 Penalty: 4753.034668
	Iteration 29Q: 3 clusters Score -1753841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1753847.125000 Penalty: 4753.034668
	Iteration 30Q: 3 clusters Score -1753847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1753852.375000 Penalty: 4753.034668
	Iteration 31Q: 3 clusters Score -1753852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1753855.875000 Penalty: 4753.034668
	Iteration 32Q: 3 clusters Score -1753856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1753858.625000 Penalty: 4753.034668
	Iteration 33Q: 3 clusters Score -1753859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1753858.750000 Penalty: 4753.034668
	Iteration 34Q: 3 clusters Score -1753859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1753862.125000 Penalty: 4753.034668
	Iteration 35Q: 3 clusters Score -1753862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1753863.125000 Penalty: 4753.034668
	Iteration 36Q: 3 clusters Score -1753863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1753864.750000 Penalty: 4753.034668
	Iteration 37Q: 3 clusters Score -1753865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1753864.250000 Penalty: 4753.034668
	Iteration 38Q: 3 clusters Score -1753864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1753865.375000 Penalty: 4753.034668
	Iteration 39Q: 3 clusters Score -1753865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1753869.000000 Penalty: 4753.034668
	Iteration 40F: 3 clusters Score -1753869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 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 301 members 
Entering Unmasked Estep 
Score: -63325.000000 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63325 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63557.257812 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63557.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63641.503906 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63641.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63689.640625 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63689.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63721.480469 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63721.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63742.796875 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63759.898438 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63773.921875 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -63773.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63797.312500 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -63797.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63805.613281 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -63805.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63816.957031 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -63816.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63834.730469 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -63834.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63843.984375 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -63843.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63858.710938 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -63858.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63861.414062 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -63861.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63861.414062 Penalty: 3171.221191
	Iteration 15F: 3 clusters Score -63861.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 184521 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 168422 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756336.000000 Penalty: 77923.179688
Iteration 239Q: 24 clusters Score -1.057563e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 16008 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 184948 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15119 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 92253 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 168444 members 
Mstep: Class 18 contains 23238 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14514 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 154042 members 
Entering Unmasked Estep 
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Score: -105756720.000000 Penalty: 77923.179688
Iteration 240F: 24 clusters Score -1.057567e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15907 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 184873 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 91953 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12095 members 
Mstep: Class 17 contains 168454 members 
Mstep: Class 18 contains 22896 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14566 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757520.000000 Penalty: 77923.179688
Iteration 241Q: 24 clusters Score -1.057575e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15823 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 184767 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 14977 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 91669 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12020 members 
Mstep: Class 17 contains 168482 members 
Mstep: Class 18 contains 22595 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14638 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 156594 members 
Entering Unmasked Estep 
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Iteration 242Q: 24 clusters Score -1.057579e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15750 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 184610 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 91400 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 168506 members 
Mstep: Class 18 contains 22359 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14729 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 157763 members 
Entering Unmasked Estep 
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Iteration 243Q: 24 clusters Score -1.057577e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154670 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 184455 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 91145 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 168546 members 
Mstep: Class 18 contains 22130 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14815 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 158846 members 
Entering Unmasked Estep 
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Iteration 244Q: 24 clusters Score -1.057576e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15620 members 
Mstep: Class 5 contains 8740 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 184275 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 14811 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 90911 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11819 members 
Mstep: Class 17 contains 168570 members 
Mstep: Class 18 contains 21923 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14917 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 159803 members 
Entering Unmasked Estep 
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Iteration 245Q: 24 clusters Score -1.057577e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153770 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 8930 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 184124 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 90690 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 168565 members 
Mstep: Class 18 contains 21730 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15024 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 160675 members 
Entering Unmasked Estep 
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Iteration 246Q: 24 clusters Score -1.057581e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153434 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 9090 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 183936 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 90482 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11687 members 
Mstep: Class 17 contains 168569 members 
Mstep: Class 18 contains 21542 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15115 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 161479 members 
Entering Unmasked Estep 
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Iteration 247Q: 24 clusters Score -1.057585e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15467 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 183800 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 90286 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11631 members 
Mstep: Class 17 contains 168567 members 
Mstep: Class 18 contains 21372 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15207 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162153 members 
Entering Unmasked Estep 
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Iteration 248Q: 24 clusters Score -1.057585e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 9385 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 183702 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14682 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 90115 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11576 members 
Mstep: Class 17 contains 168538 members 
Mstep: Class 18 contains 21219 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162683 members 
Entering Unmasked Estep 
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Score: -105758664.000000 Penalty: 77923.179688
Iteration 249Q: 24 clusters Score -1.057587e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 183611 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14647 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 89961 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 168508 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15406 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163130 members 
Entering Unmasked Estep 
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Score: -105758736.000000 Penalty: 77923.179688
Iteration 250Q: 24 clusters Score -1.057587e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15354 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 183574 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 89826 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 17 contains 168452 members 
Mstep: Class 18 contains 20980 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15491 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163455 members 
Entering Unmasked Estep 
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Iteration 251Q: 24 clusters Score -1.057584e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15326 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 183591 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 89733 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 168353 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15559 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163678 members 
Entering Unmasked Estep 
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Iteration 252Q: 24 clusters Score -1.057586e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15289 members 
Mstep: Class 5 contains 9759 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 183646 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 89643 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 168224 members 
Mstep: Class 18 contains 20741 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163889 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -1.057586e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 152876 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15255 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 183720 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 89566 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11352 members 
Mstep: Class 17 contains 168077 members 
Mstep: Class 18 contains 20632 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164013 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -1.057586e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15224 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 183763 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14487 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 89488 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 167946 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15777 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164104 members 
Entering Unmasked Estep 
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Iteration 255Q: 24 clusters Score -1.057584e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15198 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 183855 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 89405 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11272 members 
Mstep: Class 17 contains 167786 members 
Mstep: Class 18 contains 20433 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15850 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164104 members 
Entering Unmasked Estep 
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Iteration 256Q: 24 clusters Score -1.057586e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15168 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 183953 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14420 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 89342 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 17 contains 167620 members 
Mstep: Class 18 contains 20340 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15921 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164034 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.057583e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15148 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 184055 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14395 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89287 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 17 contains 167445 members 
Mstep: Class 18 contains 20261 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163891 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.057583e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 10116 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 184159 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14369 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89237 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11173 members 
Mstep: Class 17 contains 167281 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163718 members 
Entering Unmasked Estep 
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Iteration 259Q: 24 clusters Score -1.057583e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154424 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15102 members 
Mstep: Class 5 contains 10162 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 184276 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14344 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89189 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11159 members 
Mstep: Class 17 contains 167129 members 
Mstep: Class 18 contains 20093 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16074 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163580 members 
Entering Unmasked Estep 
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Iteration 260F: 24 clusters Score -1.057587e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 10219 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2152 members 
Mstep: Class 8 contains 184367 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14326 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89157 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11143 members 
Mstep: Class 17 contains 167002 members 
Mstep: Class 18 contains 20016 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16108 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163478 members 
Entering Unmasked Estep 
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Iteration 261Q: 24 clusters Score -1.057587e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15050 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 184458 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14317 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89129 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 166881 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16136 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163423 members 
Entering Unmasked Estep 
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Iteration 262Q: 24 clusters Score -1.057588e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 2375 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 15023 members 
Mstep: Class 5 contains 10306 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 184505 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14304 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89116 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 166799 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16160 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163386 members 
Entering Unmasked Estep 
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Iteration 263Q: 24 clusters Score -1.057587e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14996 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2155 members 
Mstep: Class 8 contains 184558 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14292 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89091 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 166733 members 
Mstep: Class 18 contains 19810 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16187 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163349 members 
Entering Unmasked Estep 
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Iteration 264Q: 24 clusters Score -1.057586e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 10377 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14277 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89084 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 166669 members 
Mstep: Class 18 contains 19765 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16205 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758712.000000 Penalty: 77923.179688
Iteration 265Q: 24 clusters Score -1.057587e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14952 members 
Mstep: Class 5 contains 10417 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 184582 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14271 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89073 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11048 members 
Mstep: Class 17 contains 166601 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16226 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758640.000000 Penalty: 77923.179688
Iteration 266Q: 24 clusters Score -1.057586e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 184623 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89060 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11030 members 
Mstep: Class 17 contains 166569 members 
Mstep: Class 18 contains 19636 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16242 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758624.000000 Penalty: 77923.179688
Iteration 267Q: 24 clusters Score -1.057586e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 10493 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 184626 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89040 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 11006 members 
Mstep: Class 17 contains 166580 members 
Mstep: Class 18 contains 19606 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16256 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758488.000000 Penalty: 77923.179688
Iteration 268Q: 24 clusters Score -1.057585e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 10523 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 184645 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89038 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10983 members 
Mstep: Class 17 contains 166577 members 
Mstep: Class 18 contains 19571 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16268 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758256.000000 Penalty: 77923.179688
Iteration 269Q: 24 clusters Score -1.057583e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14858 members 
Mstep: Class 5 contains 10550 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 184632 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 89024 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 166591 members 
Mstep: Class 18 contains 19524 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758168.000000 Penalty: 77923.179688
Iteration 270Q: 24 clusters Score -1.057582e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14832 members 
Mstep: Class 5 contains 10582 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 184599 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14225 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 89022 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10955 members 
Mstep: Class 17 contains 166617 members 
Mstep: Class 18 contains 19489 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758352.000000 Penalty: 77923.179688
Iteration 271Q: 24 clusters Score -1.057584e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 184625 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 89022 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10941 members 
Mstep: Class 17 contains 166637 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758432.000000 Penalty: 77923.179688
Iteration 272Q: 24 clusters Score -1.057584e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14797 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 184634 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14212 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 89010 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 166687 members 
Mstep: Class 18 contains 19416 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16309 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758336.000000 Penalty: 77923.179688
Iteration 273Q: 24 clusters Score -1.057583e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14772 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 184612 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14207 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 89002 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10899 members 
Mstep: Class 17 contains 166751 members 
Mstep: Class 18 contains 19368 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16316 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758312.000000 Penalty: 77923.179688
Iteration 274Q: 24 clusters Score -1.057583e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14740 members 
Mstep: Class 5 contains 10707 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 184613 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14204 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 89004 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10883 members 
Mstep: Class 17 contains 166804 members 
Mstep: Class 18 contains 19313 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16321 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758416.000000 Penalty: 77923.179688
Iteration 275Q: 24 clusters Score -1.057584e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14711 members 
Mstep: Class 5 contains 10740 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 184612 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14199 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89011 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10863 members 
Mstep: Class 17 contains 166841 members 
Mstep: Class 18 contains 19240 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16323 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758432.000000 Penalty: 77923.179688
Iteration 276Q: 24 clusters Score -1.057584e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155140 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14685 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 184590 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14192 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89020 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10852 members 
Mstep: Class 17 contains 166892 members 
Mstep: Class 18 contains 19159 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16326 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758240.000000 Penalty: 77923.179688
Iteration 277Q: 24 clusters Score -1.057582e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14651 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 184576 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14180 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89023 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10835 members 
Mstep: Class 17 contains 166976 members 
Mstep: Class 18 contains 19084 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16331 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758128.000000 Penalty: 77923.179688
Iteration 278Q: 24 clusters Score -1.057581e+08 nChanged 1079
Entering ConstructFrom: 
Score: -105758128.000000 Penalty: 77923.179688
Entering ConstructFrom: 
Trying to split cluster 1 (155085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Entering Unmasked Estep 
Score: -19630330.000000 Penalty: 2964.028809
	Iteration 0F: 2 clusters Score -1.963033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -19529104.000000 Penalty: 5928.057617
	Iteration 0F: 3 clusters Score -1.95291e+07 nChanged 74271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -19572486.000000 Penalty: 5928.057617
	Iteration 1F: 3 clusters Score -1.957249e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -19573370.000000 Penalty: 5928.057617
	Iteration 2Q: 3 clusters Score -1.957337e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -19574522.000000 Penalty: 5928.057617
	Iteration 3Q: 3 clusters Score -1.957452e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -19575988.000000 Penalty: 5928.057617
	Iteration 4Q: 3 clusters Score -1.957599e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -19577740.000000 Penalty: 5928.057617
	Iteration 5Q: 3 clusters Score -1.957774e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -19579954.000000 Penalty: 5928.057617
	Iteration 6Q: 3 clusters Score -1.957995e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -19583536.000000 Penalty: 5928.057617
	Iteration 7Q: 3 clusters Score -1.958354e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -19588216.000000 Penalty: 5928.057617
	Iteration 8F: 3 clusters Score -1.958822e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -19594324.000000 Penalty: 5928.057617
	Iteration 9F: 3 clusters Score -1.959432e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -19600936.000000 Penalty: 5928.057617
	Iteration 10F: 3 clusters Score -1.960094e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -19606232.000000 Penalty: 5928.057617
	Iteration 11F: 3 clusters Score -1.960623e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -19608914.000000 Penalty: 5928.057617
	Iteration 12Q: 3 clusters Score -1.960891e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -19609946.000000 Penalty: 5928.057617
	Iteration 13Q: 3 clusters Score -1.960995e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -19610524.000000 Penalty: 5928.057617
	Iteration 14Q: 3 clusters Score -1.961052e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -19610818.000000 Penalty: 5928.057617
	Iteration 15Q: 3 clusters Score -1.961082e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -19611308.000000 Penalty: 5928.057617
	Iteration 16Q: 3 clusters Score -1.961131e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -19611610.000000 Penalty: 5928.057617
	Iteration 17Q: 3 clusters Score -1.961161e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -19611790.000000 Penalty: 5928.057617
	Iteration 18Q: 3 clusters Score -1.961179e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -19612126.000000 Penalty: 5928.057617
	Iteration 19Q: 3 clusters Score -1.961213e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -19612662.000000 Penalty: 5928.057617
	Iteration 20F: 3 clusters Score -1.961266e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -19613060.000000 Penalty: 5928.057617
	Iteration 21Q: 3 clusters Score -1.961306e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -19613578.000000 Penalty: 5928.057617
	Iteration 22Q: 3 clusters Score -1.961358e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -19614058.000000 Penalty: 5928.057617
	Iteration 23Q: 3 clusters Score -1.961406e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -19614622.000000 Penalty: 5928.057617
	Iteration 24Q: 3 clusters Score -1.961462e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -19615068.000000 Penalty: 5928.057617
	Iteration 25Q: 3 clusters Score -1.961507e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -19615356.000000 Penalty: 5928.057617
	Iteration 26Q: 3 clusters Score -1.961536e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -19615708.000000 Penalty: 5928.057617
	Iteration 27Q: 3 clusters Score -1.961571e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -19616030.000000 Penalty: 5928.057617
	Iteration 28Q: 3 clusters Score -1.961603e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -19616240.000000 Penalty: 5928.057617
	Iteration 29Q: 3 clusters Score -1.961624e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -19616576.000000 Penalty: 5928.057617
	Iteration 30Q: 3 clusters Score -1.961658e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -19616782.000000 Penalty: 5928.057617
	Iteration 31Q: 3 clusters Score -1.961678e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -19616948.000000 Penalty: 5928.057617
	Iteration 32Q: 3 clusters Score -1.961695e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -19617254.000000 Penalty: 5928.057617
	Iteration 33Q: 3 clusters Score -1.961725e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -19617394.000000 Penalty: 5928.057617
	Iteration 34Q: 3 clusters Score -1.961739e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 104589 members 
Entering Unmasked Estep 
Score: -19617574.000000 Penalty: 5928.057617
	Iteration 35Q: 3 clusters Score -1.961757e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -19617866.000000 Penalty: 5928.057617
	Iteration 36Q: 3 clusters Score -1.961787e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -19618054.000000 Penalty: 5928.057617
	Iteration 37Q: 3 clusters Score -1.961805e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 107910 members 
Entering Unmasked Estep 
Score: -19618270.000000 Penalty: 5928.057617
	Iteration 38Q: 3 clusters Score -1.961827e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 109039 members 
Entering Unmasked Estep 
Score: -19618486.000000 Penalty: 5928.057617
	Iteration 39Q: 3 clusters Score -1.961849e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 110140 members 
Entering Unmasked Estep 
Score: -19618712.000000 Penalty: 5928.057617
	Iteration 40F: 3 clusters Score -1.961871e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -19618828.000000 Penalty: 5928.057617
	Iteration 41Q: 3 clusters Score -1.961883e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -19619014.000000 Penalty: 5928.057617
	Iteration 42Q: 3 clusters Score -1.961901e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 113575 members 
Entering Unmasked Estep 
Score: -19619268.000000 Penalty: 5928.057617
	Iteration 43Q: 3 clusters Score -1.961927e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 114799 members 
Entering Unmasked Estep 
Score: -19619502.000000 Penalty: 5928.057617
	Iteration 44Q: 3 clusters Score -1.96195e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -19619730.000000 Penalty: 5928.057617
	Iteration 45Q: 3 clusters Score -1.961973e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -19619908.000000 Penalty: 5928.057617
	Iteration 46Q: 3 clusters Score -1.961991e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -19620150.000000 Penalty: 5928.057617
	Iteration 47Q: 3 clusters Score -1.962015e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -19620384.000000 Penalty: 5928.057617
	Iteration 48Q: 3 clusters Score -1.962038e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -19620642.000000 Penalty: 5928.057617
	Iteration 49Q: 3 clusters Score -1.962064e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -19620966.000000 Penalty: 5928.057617
	Iteration 50Q: 3 clusters Score -1.962097e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -19621214.000000 Penalty: 5928.057617
	Iteration 51Q: 3 clusters Score -1.962121e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 125173 members 
Entering Unmasked Estep 
Score: -19621438.000000 Penalty: 5928.057617
	Iteration 52Q: 3 clusters Score -1.962144e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 126610 members 
Entering Unmasked Estep 
Score: -19621852.000000 Penalty: 5928.057617
	Iteration 53Q: 3 clusters Score -1.962185e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -19622268.000000 Penalty: 5928.057617
	Iteration 54Q: 3 clusters Score -1.962227e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 129516 members 
Entering Unmasked Estep 
Score: -19622654.000000 Penalty: 5928.057617
	Iteration 55Q: 3 clusters Score -1.962265e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -19623016.000000 Penalty: 5928.057617
	Iteration 56Q: 3 clusters Score -1.962302e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 132372 members 
Entering Unmasked Estep 
Score: -19623346.000000 Penalty: 5928.057617
	Iteration 57Q: 3 clusters Score -1.962335e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -19623742.000000 Penalty: 5928.057617
	Iteration 58Q: 3 clusters Score -1.962374e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -19624120.000000 Penalty: 5928.057617
	Iteration 59Q: 3 clusters Score -1.962412e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -19624480.000000 Penalty: 5928.057617
	Iteration 60F: 3 clusters Score -1.962448e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 137710 members 
Entering Unmasked Estep 
Score: -19624874.000000 Penalty: 5928.057617
	Iteration 61Q: 3 clusters Score -1.962487e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -19625130.000000 Penalty: 5928.057617
	Iteration 62Q: 3 clusters Score -1.962513e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 140115 members 
Entering Unmasked Estep 
Score: -19625448.000000 Penalty: 5928.057617
	Iteration 63Q: 3 clusters Score -1.962545e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -19625792.000000 Penalty: 5928.057617
	Iteration 64Q: 3 clusters Score -1.962579e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -19626090.000000 Penalty: 5928.057617
	Iteration 65Q: 3 clusters Score -1.962609e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -19626250.000000 Penalty: 5928.057617
	Iteration 66Q: 3 clusters Score -1.962625e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -19626484.000000 Penalty: 5928.057617
	Iteration 67Q: 3 clusters Score -1.962648e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 144877 members 
Entering Unmasked Estep 
Score: -19626716.000000 Penalty: 5928.057617
	Iteration 68Q: 3 clusters Score -1.962672e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 145672 members 
Entering Unmasked Estep 
Score: -19626890.000000 Penalty: 5928.057617
	Iteration 69Q: 3 clusters Score -1.962689e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 146389 members 
Entering Unmasked Estep 
Score: -19627044.000000 Penalty: 5928.057617
	Iteration 70Q: 3 clusters Score -1.962704e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -19627224.000000 Penalty: 5928.057617
	Iteration 71Q: 3 clusters Score -1.962722e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -19627364.000000 Penalty: 5928.057617
	Iteration 72Q: 3 clusters Score -1.962736e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 148364 members 
Entering Unmasked Estep 
Score: -19627504.000000 Penalty: 5928.057617
	Iteration 73Q: 3 clusters Score -1.96275e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -19627592.000000 Penalty: 5928.057617
	Iteration 74Q: 3 clusters Score -1.962759e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 149364 members 
Entering Unmasked Estep 
Score: -19627598.000000 Penalty: 5928.057617
	Iteration 75Q: 3 clusters Score -1.96276e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -19627634.000000 Penalty: 5928.057617
	Iteration 76Q: 3 clusters Score -1.962763e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -19627676.000000 Penalty: 5928.057617
	Iteration 77Q: 3 clusters Score -1.962768e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 150478 members 
Entering Unmasked Estep 
Score: -19627666.000000 Penalty: 5928.057617
	Iteration 78Q: 3 clusters Score -1.962767e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 150780 members 
Entering Unmasked Estep 
Score: -19627646.000000 Penalty: 5928.057617
	Iteration 79Q: 3 clusters Score -1.962765e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 151078 members 
Entering Unmasked Estep 
Score: -19627708.000000 Penalty: 5928.057617
	Iteration 80F: 3 clusters Score -1.962771e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 151349 members 
Entering Unmasked Estep 
Score: -19627744.000000 Penalty: 5928.057617
	Iteration 81Q: 3 clusters Score -1.962774e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -19627770.000000 Penalty: 5928.057617
	Iteration 82Q: 3 clusters Score -1.962777e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -19627824.000000 Penalty: 5928.057617
	Iteration 83Q: 3 clusters Score -1.962782e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 151956 members 
Entering Unmasked Estep 
Score: -19627822.000000 Penalty: 5928.057617
	Iteration 84Q: 3 clusters Score -1.962782e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -19627868.000000 Penalty: 5928.057617
	Iteration 85Q: 3 clusters Score -1.962787e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -19627866.000000 Penalty: 5928.057617
	Iteration 86Q: 3 clusters Score -1.962787e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 152390 members 
Entering Unmasked Estep 
Score: -19627890.000000 Penalty: 5928.057617
	Iteration 87Q: 3 clusters Score -1.962789e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -19627888.000000 Penalty: 5928.057617
	Iteration 88Q: 3 clusters Score -1.962789e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -19627900.000000 Penalty: 5928.057617
	Iteration 89Q: 3 clusters Score -1.96279e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -19627934.000000 Penalty: 5928.057617
	Iteration 90Q: 3 clusters Score -1.962793e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 152766 members 
Entering Unmasked Estep 
Score: -19627938.000000 Penalty: 5928.057617
	Iteration 91Q: 3 clusters Score -1.962794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 152844 members 
Entering Unmasked Estep 
Score: -19627954.000000 Penalty: 5928.057617
	Iteration 92Q: 3 clusters Score -1.962795e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -19627954.000000 Penalty: 5928.057617
	Iteration 93Q: 3 clusters Score -1.962795e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -19627984.000000 Penalty: 5928.057617
	Iteration 94Q: 3 clusters Score -1.962798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -19627982.000000 Penalty: 5928.057617
	Iteration 95Q: 3 clusters Score -1.962798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -19627996.000000 Penalty: 5928.057617
	Iteration 96Q: 3 clusters Score -1.9628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -19627996.000000 Penalty: 5928.057617
	Iteration 97Q: 3 clusters Score -1.9628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -19627978.000000 Penalty: 5928.057617
	Iteration 98Q: 3 clusters Score -1.962798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -19627980.000000 Penalty: 5928.057617
	Iteration 99Q: 3 clusters Score -1.962798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -19628016.000000 Penalty: 5928.057617
	Iteration 100F: 3 clusters Score -1.962802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -19628010.000000 Penalty: 5928.057617
	Iteration 101Q: 3 clusters Score -1.962801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 153258 members 
Entering Unmasked Estep 
Score: -19628012.000000 Penalty: 5928.057617
	Iteration 102Q: 3 clusters Score -1.962801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 153273 members 
Entering Unmasked Estep 
Score: -19628012.000000 Penalty: 5928.057617
	Iteration 103Q: 3 clusters Score -1.962801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -19627996.000000 Penalty: 5928.057617
	Iteration 104Q: 3 clusters Score -1.9628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 153299 members 
Entering Unmasked Estep 
Score: -19628000.000000 Penalty: 5928.057617
	Iteration 105Q: 3 clusters Score -1.9628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -19627998.000000 Penalty: 5928.057617
	Iteration 106Q: 3 clusters Score -1.9628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -19628010.000000 Penalty: 5928.057617
	Iteration 107Q: 3 clusters Score -1.962801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -19627990.000000 Penalty: 5928.057617
	Iteration 108Q: 3 clusters Score -1.962799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -19627994.000000 Penalty: 5928.057617
	Iteration 109Q: 3 clusters Score -1.962799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -19627998.000000 Penalty: 5928.057617
	Iteration 110Q: 3 clusters Score -1.9628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -19627992.000000 Penalty: 5928.057617
	Iteration 111Q: 3 clusters Score -1.962799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -19627974.000000 Penalty: 5928.057617
	Iteration 112Q: 3 clusters Score -1.962797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -19627980.000000 Penalty: 5928.057617
	Iteration 113Q: 3 clusters Score -1.962798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -19627980.000000 Penalty: 5928.057617
	Iteration 114Q: 3 clusters Score -1.962798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -19628000.000000 Penalty: 5928.057617
	Iteration 115Q: 3 clusters Score -1.9628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -19628006.000000 Penalty: 5928.057617
	Iteration 116Q: 3 clusters Score -1.962801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 153441 members 
Entering Unmasked Estep 
Score: -19628020.000000 Penalty: 5928.057617
	Iteration 117Q: 3 clusters Score -1.962802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -19628002.000000 Penalty: 5928.057617
	Iteration 118Q: 3 clusters Score -1.9628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -19628024.000000 Penalty: 5928.057617
	Iteration 119Q: 3 clusters Score -1.962802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -19628000.000000 Penalty: 5928.057617
	Iteration 120F: 3 clusters Score -1.9628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 153465 members 
Entering Unmasked Estep 
Score: -19627998.000000 Penalty: 5928.057617
	Iteration 121Q: 3 clusters Score -1.9628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 153467 members 
Entering Unmasked Estep 
Score: -19627998.000000 Penalty: 5928.057617
	Iteration 122Q: 3 clusters Score -1.9628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 153466 members 
Entering Unmasked Estep 
Score: -19628006.000000 Penalty: 5928.057617
	Iteration 123Q: 3 clusters Score -1.962801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 153467 members 
Entering Unmasked Estep 
Score: -19627994.000000 Penalty: 5928.057617
	Iteration 124Q: 3 clusters Score -1.962799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -19628002.000000 Penalty: 5928.057617
	Iteration 125Q: 3 clusters Score -1.9628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -19628004.000000 Penalty: 5928.057617
	Iteration 126Q: 3 clusters Score -1.9628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 153473 members 
Entering Unmasked Estep 
Score: -19628006.000000 Penalty: 5928.057617
	Iteration 127Q: 3 clusters Score -1.962801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -19628020.000000 Penalty: 5928.057617
	Iteration 128Q: 3 clusters Score -1.962802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -19628022.000000 Penalty: 5928.057617
	Iteration 129Q: 3 clusters Score -1.962802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 153486 members 
Entering Unmasked Estep 
Score: -19628008.000000 Penalty: 5928.057617
	Iteration 130Q: 3 clusters Score -1.962801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -19628002.000000 Penalty: 5928.057617
	Iteration 131Q: 3 clusters Score -1.9628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -19628006.000000 Penalty: 5928.057617
	Iteration 132Q: 3 clusters Score -1.962801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -19628016.000000 Penalty: 5928.057617
	Iteration 133Q: 3 clusters Score -1.962802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 153503 members 
Entering Unmasked Estep 
Score: -19628014.000000 Penalty: 5928.057617
	Iteration 134Q: 3 clusters Score -1.962801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 153503 members 
Entering Unmasked Estep 
Score: -19628006.000000 Penalty: 5928.057617
	Iteration 135Q: 3 clusters Score -1.962801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 153505 members 
Entering Unmasked Estep 
Score: -19628000.000000 Penalty: 5928.057617
	Iteration 136Q: 3 clusters Score -1.9628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -19628004.000000 Penalty: 5928.057617
	Iteration 137Q: 3 clusters Score -1.9628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -19628010.000000 Penalty: 5928.057617
	Iteration 138Q: 3 clusters Score -1.962801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -19628018.000000 Penalty: 5928.057617
	Iteration 139Q: 3 clusters Score -1.962802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -19628012.000000 Penalty: 5928.057617
	Iteration 140F: 3 clusters Score -1.962801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -19628010.000000 Penalty: 5928.057617
	Iteration 141Q: 3 clusters Score -1.962801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -19628008.000000 Penalty: 5928.057617
	Iteration 142Q: 3 clusters Score -1.962801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -19628008.000000 Penalty: 5928.057617
	Iteration 143Q: 3 clusters Score -1.962801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -19628008.000000 Penalty: 5928.057617
	Iteration 144F: 3 clusters Score -1.962801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -281300.718750 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -281300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -278392.031250 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -278392 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -278994.906250 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -278994.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -279133.843750 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -279133.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -279202.375000 Penalty: 3856.536865
	Iteration 3Q: 3 clusters Score -279202.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -279251.750000 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -279251.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279303.562500 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -279303.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279360.156250 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -279360.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279419.937500 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -279419.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -279474.937500 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -279474.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -279528.093750 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -279528.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -279571.062500 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -279571.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -279616.531250 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -279616.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -279657.343750 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -279657.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -279703.031250 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -279703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -279742.687500 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -279742.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -279770.656250 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -279770.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -279790.125000 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -279790.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279804.000000 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -279804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -279810.812500 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -279810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -279818.687500 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -279818.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -279826.437500 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -279826.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -279834.593750 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -279834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -279840.656250 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -279840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -279847.687500 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -279847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -279854.156250 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -279854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -279862.125000 Penalty: 3856.536865
	Iteration 25Q: 3 clusters Score -279862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -279867.156250 Penalty: 3856.536865
	Iteration 26Q: 3 clusters Score -279867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -279868.312500 Penalty: 3856.536865
	Iteration 27Q: 3 clusters Score -279868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -279868.718750 Penalty: 3856.536865
	Iteration 28Q: 3 clusters Score -279868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -279868.718750 Penalty: 3856.536865
	Iteration 29F: 3 clusters Score -279868.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32252.490234 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32252.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31011.462891 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31011.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31138.109375 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31138.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31195.705078 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -31195.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31221.664062 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31221.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31236.617188 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31236.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31238.656250 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31238.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31241.712891 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31241.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31246.779297 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -31246.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31254.365234 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -31254.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31267.583984 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -31267.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31291.632812 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -31291.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31298.175781 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -31298.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31299.800781 Penalty: 2848.529785
	Iteration 12Q: 3 clusters Score -31299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31299.800781 Penalty: 2848.529785
	Iteration 13F: 3 clusters Score -31299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Entering Unmasked Estep 
Score: -1861338.875000 Penalty: 2378.406982
	Iteration 0F: 2 clusters Score -1861339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1850659.000000 Penalty: 4756.813965
	Iteration 0F: 3 clusters Score -1850659 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1854029.750000 Penalty: 4756.813965
	Iteration 1F: 3 clusters Score -1854030 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1854511.625000 Penalty: 4756.813965
	Iteration 2F: 3 clusters Score -1854512 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1854908.500000 Penalty: 4756.813965
	Iteration 3F: 3 clusters Score -1854908 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1855239.875000 Penalty: 4756.813965
	Iteration 4Q: 3 clusters Score -1855240 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1855563.125000 Penalty: 4756.813965
	Iteration 5Q: 3 clusters Score -1855563 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1855844.500000 Penalty: 4756.813965
	Iteration 6Q: 3 clusters Score -1855844 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1856109.375000 Penalty: 4756.813965
	Iteration 7Q: 3 clusters Score -1856109 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1856386.375000 Penalty: 4756.813965
	Iteration 8Q: 3 clusters Score -1856386 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1856665.500000 Penalty: 4756.813965
	Iteration 9Q: 3 clusters Score -1856666 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1856967.125000 Penalty: 4756.813965
	Iteration 10Q: 3 clusters Score -1856967 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1857237.375000 Penalty: 4756.813965
	Iteration 11Q: 3 clusters Score -1857237 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1857458.000000 Penalty: 4756.813965
	Iteration 12Q: 3 clusters Score -1857458 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1857675.875000 Penalty: 4756.813965
	Iteration 13Q: 3 clusters Score -1857676 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1857850.000000 Penalty: 4756.813965
	Iteration 14Q: 3 clusters Score -1857850 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1857997.125000 Penalty: 4756.813965
	Iteration 15Q: 3 clusters Score -1857997 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1858126.625000 Penalty: 4756.813965
	Iteration 16Q: 3 clusters Score -1858127 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1858234.500000 Penalty: 4756.813965
	Iteration 17Q: 3 clusters Score -1858234 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1858307.125000 Penalty: 4756.813965
	Iteration 18Q: 3 clusters Score -1858307 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1858370.125000 Penalty: 4756.813965
	Iteration 19Q: 3 clusters Score -1858370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1858433.500000 Penalty: 4756.813965
	Iteration 20F: 3 clusters Score -1858434 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1858489.625000 Penalty: 4756.813965
	Iteration 21Q: 3 clusters Score -1858490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1858531.750000 Penalty: 4756.813965
	Iteration 22Q: 3 clusters Score -1858532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1858579.750000 Penalty: 4756.813965
	Iteration 23Q: 3 clusters Score -1858580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1858613.375000 Penalty: 4756.813965
	Iteration 24Q: 3 clusters Score -1858613 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1858643.250000 Penalty: 4756.813965
	Iteration 25Q: 3 clusters Score -1858643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1858673.750000 Penalty: 4756.813965
	Iteration 26Q: 3 clusters Score -1858674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1858707.250000 Penalty: 4756.813965
	Iteration 27Q: 3 clusters Score -1858707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1858750.375000 Penalty: 4756.813965
	Iteration 28Q: 3 clusters Score -1858750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1858794.375000 Penalty: 4756.813965
	Iteration 29Q: 3 clusters Score -1858794 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1858831.875000 Penalty: 4756.813965
	Iteration 30Q: 3 clusters Score -1858832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1858882.875000 Penalty: 4756.813965
	Iteration 31Q: 3 clusters Score -1858883 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1858941.250000 Penalty: 4756.813965
	Iteration 32Q: 3 clusters Score -1858941 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1858995.500000 Penalty: 4756.813965
	Iteration 33Q: 3 clusters Score -1858996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1859059.625000 Penalty: 4756.813965
	Iteration 34Q: 3 clusters Score -1859060 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1859124.250000 Penalty: 4756.813965
	Iteration 35Q: 3 clusters Score -1859124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1859189.375000 Penalty: 4756.813965
	Iteration 36Q: 3 clusters Score -1859189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1859256.625000 Penalty: 4756.813965
	Iteration 37Q: 3 clusters Score -1859257 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1859320.125000 Penalty: 4756.813965
	Iteration 38Q: 3 clusters Score -1859320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1859378.000000 Penalty: 4756.813965
	Iteration 39Q: 3 clusters Score -1859378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1859433.500000 Penalty: 4756.813965
	Iteration 40F: 3 clusters Score -1859434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1859487.500000 Penalty: 4756.813965
	Iteration 41Q: 3 clusters Score -1859488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1859531.750000 Penalty: 4756.813965
	Iteration 42Q: 3 clusters Score -1859532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1859595.250000 Penalty: 4756.813965
	Iteration 43Q: 3 clusters Score -1859595 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1859641.875000 Penalty: 4756.813965
	Iteration 44Q: 3 clusters Score -1859642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1859678.000000 Penalty: 4756.813965
	Iteration 45Q: 3 clusters Score -1859678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1859717.000000 Penalty: 4756.813965
	Iteration 46Q: 3 clusters Score -1859717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1859756.375000 Penalty: 4756.813965
	Iteration 47Q: 3 clusters Score -1859756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1859781.500000 Penalty: 4756.813965
	Iteration 48Q: 3 clusters Score -1859782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1859808.750000 Penalty: 4756.813965
	Iteration 49Q: 3 clusters Score -1859809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1859831.125000 Penalty: 4756.813965
	Iteration 50Q: 3 clusters Score -1859831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1859852.625000 Penalty: 4756.813965
	Iteration 51Q: 3 clusters Score -1859853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1859868.750000 Penalty: 4756.813965
	Iteration 52Q: 3 clusters Score -1859869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1859887.000000 Penalty: 4756.813965
	Iteration 53Q: 3 clusters Score -1859887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1859902.500000 Penalty: 4756.813965
	Iteration 54Q: 3 clusters Score -1859902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1859914.250000 Penalty: 4756.813965
	Iteration 55Q: 3 clusters Score -1859914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1859929.625000 Penalty: 4756.813965
	Iteration 56Q: 3 clusters Score -1859930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1859938.125000 Penalty: 4756.813965
	Iteration 57Q: 3 clusters Score -1859938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1859947.000000 Penalty: 4756.813965
	Iteration 58Q: 3 clusters Score -1859947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1859952.750000 Penalty: 4756.813965
	Iteration 59Q: 3 clusters Score -1859953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1859966.375000 Penalty: 4756.813965
	Iteration 60F: 3 clusters Score -1859966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1859974.625000 Penalty: 4756.813965
	Iteration 61Q: 3 clusters Score -1859975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1859988.250000 Penalty: 4756.813965
	Iteration 62Q: 3 clusters Score -1859988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1859995.125000 Penalty: 4756.813965
	Iteration 63Q: 3 clusters Score -1859995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1859995.250000 Penalty: 4756.813965
	Iteration 64Q: 3 clusters Score -1859995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1860002.250000 Penalty: 4756.813965
	Iteration 65Q: 3 clusters Score -1860002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1860004.125000 Penalty: 4756.813965
	Iteration 66Q: 3 clusters Score -1860004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1860011.500000 Penalty: 4756.813965
	Iteration 67Q: 3 clusters Score -1860012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1860014.375000 Penalty: 4756.813965
	Iteration 68Q: 3 clusters Score -1860014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1860019.250000 Penalty: 4756.813965
	Iteration 69Q: 3 clusters Score -1860019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1860021.500000 Penalty: 4756.813965
	Iteration 70Q: 3 clusters Score -1860022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1860023.250000 Penalty: 4756.813965
	Iteration 71Q: 3 clusters Score -1860023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1860026.625000 Penalty: 4756.813965
	Iteration 72Q: 3 clusters Score -1860027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1860030.375000 Penalty: 4756.813965
	Iteration 73Q: 3 clusters Score -1860030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1860031.750000 Penalty: 4756.813965
	Iteration 74Q: 3 clusters Score -1860032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1860032.875000 Penalty: 4756.813965
	Iteration 75Q: 3 clusters Score -1860033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1860032.875000 Penalty: 4756.813965
	Iteration 76F: 3 clusters Score -1860033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Entering Unmasked Estep 
Score: -1351841.250000 Penalty: 2304.167725
	Iteration 0F: 2 clusters Score -1351841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1343540.750000 Penalty: 4608.335449
	Iteration 0F: 3 clusters Score -1343541 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1345985.750000 Penalty: 4608.335449
	Iteration 1F: 3 clusters Score -1345986 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1346265.250000 Penalty: 4608.335449
	Iteration 2F: 3 clusters Score -1346265 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1346444.125000 Penalty: 4608.335449
	Iteration 3Q: 3 clusters Score -1346444 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1346595.250000 Penalty: 4608.335449
	Iteration 4Q: 3 clusters Score -1346595 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1346704.625000 Penalty: 4608.335449
	Iteration 5Q: 3 clusters Score -1346705 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1346814.500000 Penalty: 4608.335449
	Iteration 6Q: 3 clusters Score -1346814 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1346928.625000 Penalty: 4608.335449
	Iteration 7Q: 3 clusters Score -1346929 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1347033.125000 Penalty: 4608.335449
	Iteration 8Q: 3 clusters Score -1347033 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1347145.375000 Penalty: 4608.335449
	Iteration 9Q: 3 clusters Score -1347145 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1347270.875000 Penalty: 4608.335449
	Iteration 10Q: 3 clusters Score -1347271 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1347417.875000 Penalty: 4608.335449
	Iteration 11Q: 3 clusters Score -1347418 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1347613.000000 Penalty: 4608.335449
	Iteration 12Q: 3 clusters Score -1347613 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1347885.625000 Penalty: 4608.335449
	Iteration 13Q: 3 clusters Score -1347886 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1348298.375000 Penalty: 4608.335449
	Iteration 14Q: 3 clusters Score -1348298 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1348818.375000 Penalty: 4608.335449
	Iteration 15Q: 3 clusters Score -1348818 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1349350.375000 Penalty: 4608.335449
	Iteration 16F: 3 clusters Score -1349350 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1349767.000000 Penalty: 4608.335449
	Iteration 17Q: 3 clusters Score -1349767 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1350011.250000 Penalty: 4608.335449
	Iteration 18Q: 3 clusters Score -1350011 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1350148.500000 Penalty: 4608.335449
	Iteration 19Q: 3 clusters Score -1350148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1350237.000000 Penalty: 4608.335449
	Iteration 20F: 3 clusters Score -1350237 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1350288.125000 Penalty: 4608.335449
	Iteration 21Q: 3 clusters Score -1350288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1350323.000000 Penalty: 4608.335449
	Iteration 22Q: 3 clusters Score -1350323 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1350347.000000 Penalty: 4608.335449
	Iteration 23Q: 3 clusters Score -1350347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1350365.750000 Penalty: 4608.335449
	Iteration 24Q: 3 clusters Score -1350366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1350385.875000 Penalty: 4608.335449
	Iteration 25Q: 3 clusters Score -1350386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1350403.250000 Penalty: 4608.335449
	Iteration 26Q: 3 clusters Score -1350403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1350413.125000 Penalty: 4608.335449
	Iteration 27Q: 3 clusters Score -1350413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1350430.875000 Penalty: 4608.335449
	Iteration 28Q: 3 clusters Score -1350431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1350442.000000 Penalty: 4608.335449
	Iteration 29Q: 3 clusters Score -1350442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1350459.750000 Penalty: 4608.335449
	Iteration 30Q: 3 clusters Score -1350460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1350479.000000 Penalty: 4608.335449
	Iteration 31Q: 3 clusters Score -1350479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1350503.375000 Penalty: 4608.335449
	Iteration 32Q: 3 clusters Score -1350503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1350517.375000 Penalty: 4608.335449
	Iteration 33Q: 3 clusters Score -1350517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1350534.750000 Penalty: 4608.335449
	Iteration 34Q: 3 clusters Score -1350535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1350542.000000 Penalty: 4608.335449
	Iteration 35Q: 3 clusters Score -1350542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1350554.000000 Penalty: 4608.335449
	Iteration 36Q: 3 clusters Score -1350554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1350566.625000 Penalty: 4608.335449
	Iteration 37Q: 3 clusters Score -1350567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1350578.125000 Penalty: 4608.335449
	Iteration 38Q: 3 clusters Score -1350578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1350585.625000 Penalty: 4608.335449
	Iteration 39Q: 3 clusters Score -1350586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1350607.125000 Penalty: 4608.335449
	Iteration 40F: 3 clusters Score -1350607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1350623.750000 Penalty: 4608.335449
	Iteration 41Q: 3 clusters Score -1350624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1350652.250000 Penalty: 4608.335449
	Iteration 42Q: 3 clusters Score -1350652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1350690.375000 Penalty: 4608.335449
	Iteration 43Q: 3 clusters Score -1350690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1350721.875000 Penalty: 4608.335449
	Iteration 44Q: 3 clusters Score -1350722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1350747.000000 Penalty: 4608.335449
	Iteration 45Q: 3 clusters Score -1350747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1350772.625000 Penalty: 4608.335449
	Iteration 46Q: 3 clusters Score -1350773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1350793.875000 Penalty: 4608.335449
	Iteration 47Q: 3 clusters Score -1350794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1350805.125000 Penalty: 4608.335449
	Iteration 48Q: 3 clusters Score -1350805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1350813.500000 Penalty: 4608.335449
	Iteration 49Q: 3 clusters Score -1350814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1350816.250000 Penalty: 4608.335449
	Iteration 50Q: 3 clusters Score -1350816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1350817.375000 Penalty: 4608.335449
	Iteration 51Q: 3 clusters Score -1350817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1350824.375000 Penalty: 4608.335449
	Iteration 52Q: 3 clusters Score -1350824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1350828.625000 Penalty: 4608.335449
	Iteration 53Q: 3 clusters Score -1350829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1350835.375000 Penalty: 4608.335449
	Iteration 54Q: 3 clusters Score -1350835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1350837.125000 Penalty: 4608.335449
	Iteration 55Q: 3 clusters Score -1350837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1350839.875000 Penalty: 4608.335449
	Iteration 56Q: 3 clusters Score -1350840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1350841.250000 Penalty: 4608.335449
	Iteration 57Q: 3 clusters Score -1350841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1350843.500000 Penalty: 4608.335449
	Iteration 58Q: 3 clusters Score -1350844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1350843.000000 Penalty: 4608.335449
	Iteration 59Q: 3 clusters Score -1350843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1350845.125000 Penalty: 4608.335449
	Iteration 60F: 3 clusters Score -1350845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1350844.375000 Penalty: 4608.335449
	Iteration 61Q: 3 clusters Score -1350844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1350844.500000 Penalty: 4608.335449
	Iteration 62Q: 3 clusters Score -1350844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1350844.375000 Penalty: 4608.335449
	Iteration 63Q: 3 clusters Score -1350844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1350844.375000 Penalty: 4608.335449
	Iteration 64F: 3 clusters Score -1350844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 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 379 members 
Entering Unmasked Estep 
Score: -79679.460938 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79679.46 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80000.179688 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -80000.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80173.218750 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80173.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80376.492188 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80376.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80525.671875 Penalty: 3263.996826
	Iteration 4F: 3 clusters Score -80525.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80657.515625 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80657.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80723.039062 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80723.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80767.117188 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80767.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80804.984375 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -80804.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80842.945312 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -80842.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -80867.335938 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -80867.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80887.726562 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -80887.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80918.671875 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -80918.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80926.992188 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -80926.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80931.117188 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -80931.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80932.375000 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -80932.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80935.664062 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -80935.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80940.085938 Penalty: 3263.996826
	Iteration 17Q: 3 clusters Score -80940.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80941.851562 Penalty: 3263.996826
	Iteration 18Q: 3 clusters Score -80941.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80941.851562 Penalty: 3263.996826
	Iteration 19F: 3 clusters Score -80941.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -267014.156250 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -267014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264294.000000 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -264294 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -264782.531250 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -264782.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -264924.281250 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -264924.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -265044.093750 Penalty: 3812.791992
	Iteration 3Q: 3 clusters Score -265044.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -265155.750000 Penalty: 3812.791992
	Iteration 4Q: 3 clusters Score -265155.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -265298.125000 Penalty: 3812.791992
	Iteration 5Q: 3 clusters Score -265298.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -265472.937500 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -265472.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -265650.468750 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -265650.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -265820.250000 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -265820.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -266062.093750 Penalty: 3812.791992
	Iteration 9F: 3 clusters Score -266062.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -266238.468750 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -266238.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -266341.937500 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -266341.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -266388.687500 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -266388.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -266416.812500 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -266416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -266439.968750 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -266440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -266469.343750 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -266469.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266499.062500 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -266499.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -266518.812500 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -266518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -266530.812500 Penalty: 3812.791992
	Iteration 18Q: 3 clusters Score -266530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -266536.906250 Penalty: 3812.791992
	Iteration 19Q: 3 clusters Score -266536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -266539.250000 Penalty: 3812.791992
	Iteration 20F: 3 clusters Score -266539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -266540.718750 Penalty: 3812.791992
	Iteration 21Q: 3 clusters Score -266540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -266540.718750 Penalty: 3812.791992
	Iteration 22F: 3 clusters Score -266540.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184579 members 
Entering Unmasked Estep 
Score: -23266986.000000 Penalty: 3007.206543
	Iteration 0F: 2 clusters Score -2.326699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -23155492.000000 Penalty: 6014.413086
	Iteration 0F: 3 clusters Score -2.315549e+07 nChanged 88426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -23206768.000000 Penalty: 6014.413086
	Iteration 1F: 3 clusters Score -2.320677e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -23207858.000000 Penalty: 6014.413086
	Iteration 2Q: 3 clusters Score -2.320786e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -23209016.000000 Penalty: 6014.413086
	Iteration 3Q: 3 clusters Score -2.320902e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -23210792.000000 Penalty: 6014.413086
	Iteration 4Q: 3 clusters Score -2.321079e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -23213252.000000 Penalty: 6014.413086
	Iteration 5Q: 3 clusters Score -2.321325e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -23216784.000000 Penalty: 6014.413086
	Iteration 6Q: 3 clusters Score -2.321678e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -23222090.000000 Penalty: 6014.413086
	Iteration 7F: 3 clusters Score -2.322209e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -23229870.000000 Penalty: 6014.413086
	Iteration 8F: 3 clusters Score -2.322987e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134673 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -23238584.000000 Penalty: 6014.413086
	Iteration 9F: 3 clusters Score -2.323858e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -23246422.000000 Penalty: 6014.413086
	Iteration 10F: 3 clusters Score -2.324642e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -23252406.000000 Penalty: 6014.413086
	Iteration 11Q: 3 clusters Score -2.325241e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -23256168.000000 Penalty: 6014.413086
	Iteration 12Q: 3 clusters Score -2.325617e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -23258368.000000 Penalty: 6014.413086
	Iteration 13Q: 3 clusters Score -2.325837e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -23260042.000000 Penalty: 6014.413086
	Iteration 14Q: 3 clusters Score -2.326004e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -23261066.000000 Penalty: 6014.413086
	Iteration 15Q: 3 clusters Score -2.326107e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -23261770.000000 Penalty: 6014.413086
	Iteration 16Q: 3 clusters Score -2.326177e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175413 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -23262230.000000 Penalty: 6014.413086
	Iteration 17Q: 3 clusters Score -2.326223e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177653 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -23262730.000000 Penalty: 6014.413086
	Iteration 18Q: 3 clusters Score -2.326273e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179361 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -23263184.000000 Penalty: 6014.413086
	Iteration 19Q: 3 clusters Score -2.326318e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -23263470.000000 Penalty: 6014.413086
	Iteration 20F: 3 clusters Score -2.326347e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181606 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -23263704.000000 Penalty: 6014.413086
	Iteration 21Q: 3 clusters Score -2.32637e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -23263978.000000 Penalty: 6014.413086
	Iteration 22Q: 3 clusters Score -2.326398e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182778 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23264156.000000 Penalty: 6014.413086
	Iteration 23Q: 3 clusters Score -2.326416e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -23264262.000000 Penalty: 6014.413086
	Iteration 24Q: 3 clusters Score -2.326426e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23264364.000000 Penalty: 6014.413086
	Iteration 25Q: 3 clusters Score -2.326436e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183499 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23264410.000000 Penalty: 6014.413086
	Iteration 26Q: 3 clusters Score -2.326441e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23264460.000000 Penalty: 6014.413086
	Iteration 27Q: 3 clusters Score -2.326446e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183671 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -23264528.000000 Penalty: 6014.413086
	Iteration 28Q: 3 clusters Score -2.326453e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -23264520.000000 Penalty: 6014.413086
	Iteration 29Q: 3 clusters Score -2.326452e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183794 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -23264556.000000 Penalty: 6014.413086
	Iteration 30Q: 3 clusters Score -2.326456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183829 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23264582.000000 Penalty: 6014.413086
	Iteration 31Q: 3 clusters Score -2.326458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183859 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -23264566.000000 Penalty: 6014.413086
	Iteration 32Q: 3 clusters Score -2.326457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183886 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -23264558.000000 Penalty: 6014.413086
	Iteration 33Q: 3 clusters Score -2.326456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183898 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -23264550.000000 Penalty: 6014.413086
	Iteration 34Q: 3 clusters Score -2.326455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183911 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23264566.000000 Penalty: 6014.413086
	Iteration 35Q: 3 clusters Score -2.326457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183924 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -23264556.000000 Penalty: 6014.413086
	Iteration 36Q: 3 clusters Score -2.326456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183936 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -23264562.000000 Penalty: 6014.413086
	Iteration 37Q: 3 clusters Score -2.326456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183945 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23264568.000000 Penalty: 6014.413086
	Iteration 38Q: 3 clusters Score -2.326457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183953 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -23264572.000000 Penalty: 6014.413086
	Iteration 39Q: 3 clusters Score -2.326457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183961 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23264572.000000 Penalty: 6014.413086
	Iteration 40F: 3 clusters Score -2.326457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -23264582.000000 Penalty: 6014.413086
	Iteration 41Q: 3 clusters Score -2.326458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183975 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -23264586.000000 Penalty: 6014.413086
	Iteration 42Q: 3 clusters Score -2.326459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23264582.000000 Penalty: 6014.413086
	Iteration 43Q: 3 clusters Score -2.326458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23264580.000000 Penalty: 6014.413086
	Iteration 44Q: 3 clusters Score -2.326458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23264580.000000 Penalty: 6014.413086
	Iteration 45F: 3 clusters Score -2.326458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -111863.304688 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -111863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109943.070312 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -109943.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110201.468750 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -110201.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110280.937500 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -110280.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110331.101562 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -110331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110349.398438 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -110349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -110359.609375 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -110359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110364.203125 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110366.148438 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -110366.687500 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -110366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110368.273438 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -110368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110368.273438 Penalty: 3393.441406
	Iteration 10F: 3 clusters Score -110368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Entering Unmasked Estep 
Score: -1810867.750000 Penalty: 2370.532959
	Iteration 0F: 2 clusters Score -1810868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1800581.125000 Penalty: 4741.065918
	Iteration 0F: 3 clusters Score -1800581 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1803807.000000 Penalty: 4741.065918
	Iteration 1F: 3 clusters Score -1803807 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1804212.000000 Penalty: 4741.065918
	Iteration 2F: 3 clusters Score -1804212 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1804581.375000 Penalty: 4741.065918
	Iteration 3F: 3 clusters Score -1804581 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1804912.125000 Penalty: 4741.065918
	Iteration 4Q: 3 clusters Score -1804912 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1805236.500000 Penalty: 4741.065918
	Iteration 5Q: 3 clusters Score -1805236 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1805614.500000 Penalty: 4741.065918
	Iteration 6Q: 3 clusters Score -1805614 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1806026.375000 Penalty: 4741.065918
	Iteration 7Q: 3 clusters Score -1806026 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1806504.625000 Penalty: 4741.065918
	Iteration 8F: 3 clusters Score -1806505 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1807043.625000 Penalty: 4741.065918
	Iteration 9F: 3 clusters Score -1807044 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1807545.500000 Penalty: 4741.065918
	Iteration 10Q: 3 clusters Score -1807546 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1807904.500000 Penalty: 4741.065918
	Iteration 11Q: 3 clusters Score -1807904 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1808111.500000 Penalty: 4741.065918
	Iteration 12Q: 3 clusters Score -1808112 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1808218.625000 Penalty: 4741.065918
	Iteration 13Q: 3 clusters Score -1808219 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1808260.875000 Penalty: 4741.065918
	Iteration 14Q: 3 clusters Score -1808261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1808300.500000 Penalty: 4741.065918
	Iteration 15Q: 3 clusters Score -1808300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1808329.625000 Penalty: 4741.065918
	Iteration 16Q: 3 clusters Score -1808330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1808352.250000 Penalty: 4741.065918
	Iteration 17Q: 3 clusters Score -1808352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1808370.500000 Penalty: 4741.065918
	Iteration 18Q: 3 clusters Score -1808370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1808392.500000 Penalty: 4741.065918
	Iteration 19Q: 3 clusters Score -1808392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1808403.375000 Penalty: 4741.065918
	Iteration 20F: 3 clusters Score -1808403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1808409.625000 Penalty: 4741.065918
	Iteration 21Q: 3 clusters Score -1808410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1808420.500000 Penalty: 4741.065918
	Iteration 22Q: 3 clusters Score -1808420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1808432.250000 Penalty: 4741.065918
	Iteration 23Q: 3 clusters Score -1808432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1808448.375000 Penalty: 4741.065918
	Iteration 24Q: 3 clusters Score -1808448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1808456.500000 Penalty: 4741.065918
	Iteration 25Q: 3 clusters Score -1808456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1808469.125000 Penalty: 4741.065918
	Iteration 26Q: 3 clusters Score -1808469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1808490.750000 Penalty: 4741.065918
	Iteration 27Q: 3 clusters Score -1808491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1808512.875000 Penalty: 4741.065918
	Iteration 28Q: 3 clusters Score -1808513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1808545.625000 Penalty: 4741.065918
	Iteration 29Q: 3 clusters Score -1808546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1808572.375000 Penalty: 4741.065918
	Iteration 30Q: 3 clusters Score -1808572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1808596.750000 Penalty: 4741.065918
	Iteration 31Q: 3 clusters Score -1808597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1808613.375000 Penalty: 4741.065918
	Iteration 32Q: 3 clusters Score -1808613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1808623.625000 Penalty: 4741.065918
	Iteration 33Q: 3 clusters Score -1808624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1808632.875000 Penalty: 4741.065918
	Iteration 34Q: 3 clusters Score -1808633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1808638.625000 Penalty: 4741.065918
	Iteration 35Q: 3 clusters Score -1808639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1808645.125000 Penalty: 4741.065918
	Iteration 36Q: 3 clusters Score -1808645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1808652.625000 Penalty: 4741.065918
	Iteration 37Q: 3 clusters Score -1808653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1808659.000000 Penalty: 4741.065918
	Iteration 38Q: 3 clusters Score -1808659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1808666.875000 Penalty: 4741.065918
	Iteration 39Q: 3 clusters Score -1808667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1808678.750000 Penalty: 4741.065918
	Iteration 40F: 3 clusters Score -1808679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1808685.625000 Penalty: 4741.065918
	Iteration 41Q: 3 clusters Score -1808686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1808694.625000 Penalty: 4741.065918
	Iteration 42Q: 3 clusters Score -1808695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1808697.250000 Penalty: 4741.065918
	Iteration 43Q: 3 clusters Score -1808697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1808706.750000 Penalty: 4741.065918
	Iteration 44Q: 3 clusters Score -1808707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1808709.125000 Penalty: 4741.065918
	Iteration 45Q: 3 clusters Score -1808709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1808709.375000 Penalty: 4741.065918
	Iteration 46Q: 3 clusters Score -1808709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1808711.250000 Penalty: 4741.065918
	Iteration 47Q: 3 clusters Score -1808711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1808712.000000 Penalty: 4741.065918
	Iteration 48Q: 3 clusters Score -1808712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1808714.625000 Penalty: 4741.065918
	Iteration 49Q: 3 clusters Score -1808715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1808719.875000 Penalty: 4741.065918
	Iteration 50Q: 3 clusters Score -1808720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1808721.875000 Penalty: 4741.065918
	Iteration 51Q: 3 clusters Score -1808722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1808718.875000 Penalty: 4741.065918
	Iteration 52Q: 3 clusters Score -1808719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1808721.875000 Penalty: 4741.065918
	Iteration 53Q: 3 clusters Score -1808722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1808725.125000 Penalty: 4741.065918
	Iteration 54Q: 3 clusters Score -1808725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1808726.000000 Penalty: 4741.065918
	Iteration 55Q: 3 clusters Score -1808726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1808729.000000 Penalty: 4741.065918
	Iteration 56Q: 3 clusters Score -1808729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1808730.125000 Penalty: 4741.065918
	Iteration 57Q: 3 clusters Score -1808730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1808732.750000 Penalty: 4741.065918
	Iteration 58Q: 3 clusters Score -1808733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1808737.000000 Penalty: 4741.065918
	Iteration 59Q: 3 clusters Score -1808737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1808739.875000 Penalty: 4741.065918
	Iteration 60F: 3 clusters Score -1808740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1808739.250000 Penalty: 4741.065918
	Iteration 61Q: 3 clusters Score -1808739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1808745.125000 Penalty: 4741.065918
	Iteration 62Q: 3 clusters Score -1808745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1808747.250000 Penalty: 4741.065918
	Iteration 63Q: 3 clusters Score -1808747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1808752.375000 Penalty: 4741.065918
	Iteration 64Q: 3 clusters Score -1808752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1808755.375000 Penalty: 4741.065918
	Iteration 65Q: 3 clusters Score -1808755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1808753.250000 Penalty: 4741.065918
	Iteration 66Q: 3 clusters Score -1808753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1808750.375000 Penalty: 4741.065918
	Iteration 67Q: 3 clusters Score -1808750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1808754.375000 Penalty: 4741.065918
	Iteration 68Q: 3 clusters Score -1808754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1808753.500000 Penalty: 4741.065918
	Iteration 69Q: 3 clusters Score -1808754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1808753.500000 Penalty: 4741.065918
	Iteration 70F: 3 clusters Score -1808754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 293 members 
Entering Unmasked Estep 
Score: -66954.382812 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66954.38 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67143.523438 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67143.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67253.507812 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67253.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67309.523438 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67309.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67342.359375 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67342.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67359.671875 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67359.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67367.820312 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67367.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67375.273438 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67375.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67379.421875 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67379.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67381.140625 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67381.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67383.625000 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -67383.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67383.625000 Penalty: 3136.882080
	Iteration 11F: 3 clusters Score -67383.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30775.470703 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30775.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30955.833984 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30955.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31054.294922 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31054.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31215.419922 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -31215.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31373.267578 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -31373.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31557.013672 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -31557.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31758.283203 Penalty: 2871.820312
	Iteration 6F: 3 clusters Score -31758.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -31961.255859 Penalty: 2871.820312
	Iteration 7F: 3 clusters Score -31961.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -32067.683594 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -32067.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -32122.166016 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -32122.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -32192.541016 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -32192.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -32320.322266 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -32320.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -32320.322266 Penalty: 2871.820312
	Iteration 12F: 3 clusters Score -32320.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 184579 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14166 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89039 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10815 members 
Mstep: Class 17 contains 167031 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16338 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163982 members 
Mstep: Class 24 contains 66 members 
Entering Unmasked Estep 
Score: -105756360.000000 Penalty: 81311.140625
Splitting cluster 12 changes total score from -105758128.000000 to -105756360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -81043.320312 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -81043.32 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 351 members 
Entering Unmasked Estep 
Score: -79353.742188 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -79353.74 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79652.906250 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -79652.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79799.007812 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -79799.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79892.578125 Penalty: 3259.852295
	Iteration 3Q: 3 clusters Score -79892.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79946.609375 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -79946.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79979.765625 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -79979.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80010.023438 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -80010.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80046.562500 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -80046.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80078.648438 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -80078.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80090.835938 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -80090.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80096.718750 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -80096.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80098.617188 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -80098.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80099.734375 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -80099.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80099.734375 Penalty: 3259.852295
	Iteration 13F: 3 clusters Score -80099.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (89039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Entering Unmasked Estep 
Score: -10940574.000000 Penalty: 2826.413818
	Iteration 0F: 2 clusters Score -1.094057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10881129.000000 Penalty: 5652.827637
	Iteration 0F: 3 clusters Score -1.088113e+07 nChanged 41900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -10904891.000000 Penalty: 5652.827637
	Iteration 1F: 3 clusters Score -1.090489e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -10905461.000000 Penalty: 5652.827637
	Iteration 2Q: 3 clusters Score -1.090546e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -10905923.000000 Penalty: 5652.827637
	Iteration 3Q: 3 clusters Score -1.090592e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -10906590.000000 Penalty: 5652.827637
	Iteration 4Q: 3 clusters Score -1.090659e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -10907407.000000 Penalty: 5652.827637
	Iteration 5Q: 3 clusters Score -1.090741e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -10908450.000000 Penalty: 5652.827637
	Iteration 6Q: 3 clusters Score -1.090845e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -10909997.000000 Penalty: 5652.827637
	Iteration 7Q: 3 clusters Score -1.091e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -10912074.000000 Penalty: 5652.827637
	Iteration 8Q: 3 clusters Score -1.091207e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -10915210.000000 Penalty: 5652.827637
	Iteration 9Q: 3 clusters Score -1.091521e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -10919165.000000 Penalty: 5652.827637
	Iteration 10F: 3 clusters Score -1.091916e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -10923580.000000 Penalty: 5652.827637
	Iteration 11F: 3 clusters Score -1.092358e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -10927767.000000 Penalty: 5652.827637
	Iteration 12F: 3 clusters Score -1.092777e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -10931154.000000 Penalty: 5652.827637
	Iteration 13Q: 3 clusters Score -1.093115e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -10933246.000000 Penalty: 5652.827637
	Iteration 14Q: 3 clusters Score -1.093325e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -10934510.000000 Penalty: 5652.827637
	Iteration 15Q: 3 clusters Score -1.093451e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -10935506.000000 Penalty: 5652.827637
	Iteration 16Q: 3 clusters Score -1.093551e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -10936215.000000 Penalty: 5652.827637
	Iteration 17Q: 3 clusters Score -1.093622e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -10936777.000000 Penalty: 5652.827637
	Iteration 18Q: 3 clusters Score -1.093678e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -10937184.000000 Penalty: 5652.827637
	Iteration 19Q: 3 clusters Score -1.093718e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -10937500.000000 Penalty: 5652.827637
	Iteration 20F: 3 clusters Score -1.09375e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -10937728.000000 Penalty: 5652.827637
	Iteration 21Q: 3 clusters Score -1.093773e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -10937961.000000 Penalty: 5652.827637
	Iteration 22Q: 3 clusters Score -1.093796e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -10938147.000000 Penalty: 5652.827637
	Iteration 23Q: 3 clusters Score -1.093815e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -10938326.000000 Penalty: 5652.827637
	Iteration 24Q: 3 clusters Score -1.093833e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -10938441.000000 Penalty: 5652.827637
	Iteration 25Q: 3 clusters Score -1.093844e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -10938547.000000 Penalty: 5652.827637
	Iteration 26Q: 3 clusters Score -1.093855e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -10938659.000000 Penalty: 5652.827637
	Iteration 27Q: 3 clusters Score -1.093866e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -10938709.000000 Penalty: 5652.827637
	Iteration 28Q: 3 clusters Score -1.093871e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -10938787.000000 Penalty: 5652.827637
	Iteration 29Q: 3 clusters Score -1.093879e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -10938856.000000 Penalty: 5652.827637
	Iteration 30Q: 3 clusters Score -1.093886e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -10938897.000000 Penalty: 5652.827637
	Iteration 31Q: 3 clusters Score -1.09389e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -10938935.000000 Penalty: 5652.827637
	Iteration 32Q: 3 clusters Score -1.093894e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -10938982.000000 Penalty: 5652.827637
	Iteration 33Q: 3 clusters Score -1.093898e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -10938964.000000 Penalty: 5652.827637
	Iteration 34Q: 3 clusters Score -1.093896e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -10938999.000000 Penalty: 5652.827637
	Iteration 35Q: 3 clusters Score -1.0939e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -10939018.000000 Penalty: 5652.827637
	Iteration 36Q: 3 clusters Score -1.093902e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -10939022.000000 Penalty: 5652.827637
	Iteration 37Q: 3 clusters Score -1.093902e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -10939059.000000 Penalty: 5652.827637
	Iteration 38Q: 3 clusters Score -1.093906e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -10939055.000000 Penalty: 5652.827637
	Iteration 39Q: 3 clusters Score -1.093906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -10939086.000000 Penalty: 5652.827637
	Iteration 40F: 3 clusters Score -1.093909e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -10939105.000000 Penalty: 5652.827637
	Iteration 41Q: 3 clusters Score -1.09391e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -10939117.000000 Penalty: 5652.827637
	Iteration 42Q: 3 clusters Score -1.093912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -10939136.000000 Penalty: 5652.827637
	Iteration 43Q: 3 clusters Score -1.093914e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -10939129.000000 Penalty: 5652.827637
	Iteration 44Q: 3 clusters Score -1.093913e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -10939131.000000 Penalty: 5652.827637
	Iteration 45Q: 3 clusters Score -1.093913e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -10939130.000000 Penalty: 5652.827637
	Iteration 46Q: 3 clusters Score -1.093913e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -10939141.000000 Penalty: 5652.827637
	Iteration 47Q: 3 clusters Score -1.093914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -10939113.000000 Penalty: 5652.827637
	Iteration 48Q: 3 clusters Score -1.093911e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -10939114.000000 Penalty: 5652.827637
	Iteration 49Q: 3 clusters Score -1.093911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -10939127.000000 Penalty: 5652.827637
	Iteration 50Q: 3 clusters Score -1.093913e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -10939136.000000 Penalty: 5652.827637
	Iteration 51Q: 3 clusters Score -1.093914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -10939130.000000 Penalty: 5652.827637
	Iteration 52Q: 3 clusters Score -1.093913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -10939134.000000 Penalty: 5652.827637
	Iteration 53Q: 3 clusters Score -1.093913e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -10939132.000000 Penalty: 5652.827637
	Iteration 54Q: 3 clusters Score -1.093913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -10939133.000000 Penalty: 5652.827637
	Iteration 55Q: 3 clusters Score -1.093913e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10939146.000000 Penalty: 5652.827637
	Iteration 56Q: 3 clusters Score -1.093915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -10939131.000000 Penalty: 5652.827637
	Iteration 57Q: 3 clusters Score -1.093913e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -10939150.000000 Penalty: 5652.827637
	Iteration 58Q: 3 clusters Score -1.093915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -10939165.000000 Penalty: 5652.827637
	Iteration 59Q: 3 clusters Score -1.093916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -10939163.000000 Penalty: 5652.827637
	Iteration 60F: 3 clusters Score -1.093916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -10939170.000000 Penalty: 5652.827637
	Iteration 61Q: 3 clusters Score -1.093917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -10939158.000000 Penalty: 5652.827637
	Iteration 62Q: 3 clusters Score -1.093916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -10939167.000000 Penalty: 5652.827637
	Iteration 63Q: 3 clusters Score -1.093917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -10939186.000000 Penalty: 5652.827637
	Iteration 64Q: 3 clusters Score -1.093919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -10939159.000000 Penalty: 5652.827637
	Iteration 65Q: 3 clusters Score -1.093916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -10939174.000000 Penalty: 5652.827637
	Iteration 66Q: 3 clusters Score -1.093917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -10939191.000000 Penalty: 5652.827637
	Iteration 67Q: 3 clusters Score -1.093919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10939180.000000 Penalty: 5652.827637
	Iteration 68Q: 3 clusters Score -1.093918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -10939172.000000 Penalty: 5652.827637
	Iteration 69Q: 3 clusters Score -1.093917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -10939173.000000 Penalty: 5652.827637
	Iteration 70Q: 3 clusters Score -1.093917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -10939181.000000 Penalty: 5652.827637
	Iteration 71Q: 3 clusters Score -1.093918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -10939186.000000 Penalty: 5652.827637
	Iteration 72Q: 3 clusters Score -1.093919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -10939185.000000 Penalty: 5652.827637
	Iteration 73Q: 3 clusters Score -1.093918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10939186.000000 Penalty: 5652.827637
	Iteration 74Q: 3 clusters Score -1.093919e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -10939196.000000 Penalty: 5652.827637
	Iteration 75Q: 3 clusters Score -1.09392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -10939187.000000 Penalty: 5652.827637
	Iteration 76Q: 3 clusters Score -1.093919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10939199.000000 Penalty: 5652.827637
	Iteration 77Q: 3 clusters Score -1.09392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10939185.000000 Penalty: 5652.827637
	Iteration 78Q: 3 clusters Score -1.093918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -10939198.000000 Penalty: 5652.827637
	Iteration 79Q: 3 clusters Score -1.09392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -10939198.000000 Penalty: 5652.827637
	Iteration 80F: 3 clusters Score -1.09392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -10939197.000000 Penalty: 5652.827637
	Iteration 81Q: 3 clusters Score -1.09392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -10939193.000000 Penalty: 5652.827637
	Iteration 82Q: 3 clusters Score -1.093919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -10939191.000000 Penalty: 5652.827637
	Iteration 83Q: 3 clusters Score -1.093919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -10939207.000000 Penalty: 5652.827637
	Iteration 84Q: 3 clusters Score -1.093921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -10939187.000000 Penalty: 5652.827637
	Iteration 85Q: 3 clusters Score -1.093919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -10939194.000000 Penalty: 5652.827637
	Iteration 86Q: 3 clusters Score -1.093919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -10939196.000000 Penalty: 5652.827637
	Iteration 87Q: 3 clusters Score -1.09392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -10939200.000000 Penalty: 5652.827637
	Iteration 88Q: 3 clusters Score -1.09392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -10939185.000000 Penalty: 5652.827637
	Iteration 89Q: 3 clusters Score -1.093918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -10939182.000000 Penalty: 5652.827637
	Iteration 90Q: 3 clusters Score -1.093918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -10939189.000000 Penalty: 5652.827637
	Iteration 91Q: 3 clusters Score -1.093919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -10939195.000000 Penalty: 5652.827637
	Iteration 92Q: 3 clusters Score -1.09392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -10939195.000000 Penalty: 5652.827637
	Iteration 93Q: 3 clusters Score -1.09392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -10939200.000000 Penalty: 5652.827637
	Iteration 94Q: 3 clusters Score -1.09392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -10939190.000000 Penalty: 5652.827637
	Iteration 95Q: 3 clusters Score -1.093919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -10939194.000000 Penalty: 5652.827637
	Iteration 96Q: 3 clusters Score -1.093919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -10939189.000000 Penalty: 5652.827637
	Iteration 97Q: 3 clusters Score -1.093919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -10939187.000000 Penalty: 5652.827637
	Iteration 98Q: 3 clusters Score -1.093919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -10939187.000000 Penalty: 5652.827637
	Iteration 99Q: 3 clusters Score -1.093919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -10939193.000000 Penalty: 5652.827637
	Iteration 100F: 3 clusters Score -1.093919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
Score: -10939187.000000 Penalty: 5652.827637
	Iteration 101Q: 3 clusters Score -1.093919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -10939179.000000 Penalty: 5652.827637
	Iteration 102Q: 3 clusters Score -1.093918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -10939181.000000 Penalty: 5652.827637
	Iteration 103Q: 3 clusters Score -1.093918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -10939186.000000 Penalty: 5652.827637
	Iteration 104Q: 3 clusters Score -1.093919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -10939175.000000 Penalty: 5652.827637
	Iteration 105Q: 3 clusters Score -1.093918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -10939173.000000 Penalty: 5652.827637
	Iteration 106Q: 3 clusters Score -1.093917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -10939179.000000 Penalty: 5652.827637
	Iteration 107Q: 3 clusters Score -1.093918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -10939174.000000 Penalty: 5652.827637
	Iteration 108Q: 3 clusters Score -1.093917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -10939174.000000 Penalty: 5652.827637
	Iteration 109F: 3 clusters Score -1.093917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 337 members 
Entering Unmasked Estep 
Score: -71073.757812 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71073.76 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71393.695312 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71393.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71624.007812 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -71624.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71762.812500 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -71762.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71838.812500 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -71838.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71885.578125 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -71885.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71942.257812 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -71942.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72011.523438 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72011.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72150.476562 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72150.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72691.132812 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -72691.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72862.132812 Penalty: 3223.147949
	Iteration 10F: 3 clusters Score -72862.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73000.085938 Penalty: 3223.147949
	Iteration 11F: 3 clusters Score -73000.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73104.734375 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -73104.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73162.195312 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -73162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73197.773438 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -73197.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73242.718750 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -73242.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73267.898438 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -73267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73280.546875 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -73280.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -73302.414062 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -73302.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73330.875000 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -73330.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73338.695312 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -73338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 184579 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14166 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89039 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 10815 members 
Mstep: Class 17 contains 167031 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16338 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163982 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
Score: -105756832.000000 Penalty: 81311.140625
Splitting cluster 15 changes total score from -105758128.000000 to -105756832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -1378869.625000 Penalty: 2303.594971
	Iteration 0F: 2 clusters Score -1378870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1370662.875000 Penalty: 4607.189941
	Iteration 0F: 3 clusters Score -1370663 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1373141.875000 Penalty: 4607.189941
	Iteration 1F: 3 clusters Score -1373142 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1373498.625000 Penalty: 4607.189941
	Iteration 2F: 3 clusters Score -1373499 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1373825.125000 Penalty: 4607.189941
	Iteration 3F: 3 clusters Score -1373825 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1374187.750000 Penalty: 4607.189941
	Iteration 4F: 3 clusters Score -1374188 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1374592.875000 Penalty: 4607.189941
	Iteration 5F: 3 clusters Score -1374593 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1374982.875000 Penalty: 4607.189941
	Iteration 6F: 3 clusters Score -1374983 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1375356.500000 Penalty: 4607.189941
	Iteration 7F: 3 clusters Score -1375356 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1375706.875000 Penalty: 4607.189941
	Iteration 8F: 3 clusters Score -1375707 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1376040.500000 Penalty: 4607.189941
	Iteration 9Q: 3 clusters Score -1376040 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1376379.750000 Penalty: 4607.189941
	Iteration 10Q: 3 clusters Score -1376380 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1376658.875000 Penalty: 4607.189941
	Iteration 11Q: 3 clusters Score -1376659 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1376870.125000 Penalty: 4607.189941
	Iteration 12Q: 3 clusters Score -1376870 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1377036.125000 Penalty: 4607.189941
	Iteration 13Q: 3 clusters Score -1377036 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1377162.125000 Penalty: 4607.189941
	Iteration 14Q: 3 clusters Score -1377162 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1377270.250000 Penalty: 4607.189941
	Iteration 15Q: 3 clusters Score -1377270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1377363.125000 Penalty: 4607.189941
	Iteration 16Q: 3 clusters Score -1377363 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1377415.000000 Penalty: 4607.189941
	Iteration 17Q: 3 clusters Score -1377415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1377450.875000 Penalty: 4607.189941
	Iteration 18Q: 3 clusters Score -1377451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1377482.125000 Penalty: 4607.189941
	Iteration 19Q: 3 clusters Score -1377482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1377518.500000 Penalty: 4607.189941
	Iteration 20F: 3 clusters Score -1377518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1377541.250000 Penalty: 4607.189941
	Iteration 21Q: 3 clusters Score -1377541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1377568.625000 Penalty: 4607.189941
	Iteration 22Q: 3 clusters Score -1377569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1377582.875000 Penalty: 4607.189941
	Iteration 23Q: 3 clusters Score -1377583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1377601.250000 Penalty: 4607.189941
	Iteration 24Q: 3 clusters Score -1377601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1377622.750000 Penalty: 4607.189941
	Iteration 25Q: 3 clusters Score -1377623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1377633.375000 Penalty: 4607.189941
	Iteration 26Q: 3 clusters Score -1377633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1377640.375000 Penalty: 4607.189941
	Iteration 27Q: 3 clusters Score -1377640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1377650.500000 Penalty: 4607.189941
	Iteration 28Q: 3 clusters Score -1377650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1377652.250000 Penalty: 4607.189941
	Iteration 29Q: 3 clusters Score -1377652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1377657.500000 Penalty: 4607.189941
	Iteration 30Q: 3 clusters Score -1377658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1377659.500000 Penalty: 4607.189941
	Iteration 31Q: 3 clusters Score -1377660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1377662.250000 Penalty: 4607.189941
	Iteration 32Q: 3 clusters Score -1377662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1377662.625000 Penalty: 4607.189941
	Iteration 33Q: 3 clusters Score -1377663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1377664.000000 Penalty: 4607.189941
	Iteration 34Q: 3 clusters Score -1377664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1377667.000000 Penalty: 4607.189941
	Iteration 35Q: 3 clusters Score -1377667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1377668.000000 Penalty: 4607.189941
	Iteration 36Q: 3 clusters Score -1377668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1377669.125000 Penalty: 4607.189941
	Iteration 37Q: 3 clusters Score -1377669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1377672.625000 Penalty: 4607.189941
	Iteration 38Q: 3 clusters Score -1377673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1377676.500000 Penalty: 4607.189941
	Iteration 39Q: 3 clusters Score -1377676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1377682.875000 Penalty: 4607.189941
	Iteration 40F: 3 clusters Score -1377683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1377682.000000 Penalty: 4607.189941
	Iteration 41Q: 3 clusters Score -1377682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1377681.625000 Penalty: 4607.189941
	Iteration 42Q: 3 clusters Score -1377682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1377684.375000 Penalty: 4607.189941
	Iteration 43Q: 3 clusters Score -1377684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1377684.375000 Penalty: 4607.189941
	Iteration 44F: 3 clusters Score -1377684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Entering Unmasked Estep 
Score: -20976098.000000 Penalty: 2982.431641
	Iteration 0F: 2 clusters Score -2.09761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -20866724.000000 Penalty: 5964.863281
	Iteration 0F: 3 clusters Score -2.086672e+07 nChanged 79860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -20911910.000000 Penalty: 5964.863281
	Iteration 1F: 3 clusters Score -2.091191e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -20912726.000000 Penalty: 5964.863281
	Iteration 2Q: 3 clusters Score -2.091273e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -20913980.000000 Penalty: 5964.863281
	Iteration 3Q: 3 clusters Score -2.091398e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -20915802.000000 Penalty: 5964.863281
	Iteration 4Q: 3 clusters Score -2.09158e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -20919452.000000 Penalty: 5964.863281
	Iteration 5Q: 3 clusters Score -2.091945e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -20926518.000000 Penalty: 5964.863281
	Iteration 6F: 3 clusters Score -2.092652e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 129149 members 
Entering Unmasked Estep 
Score: -20938400.000000 Penalty: 5964.863281
	Iteration 7F: 3 clusters Score -2.09384e+07 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -20953766.000000 Penalty: 5964.863281
	Iteration 8F: 3 clusters Score -2.095377e+07 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -20965666.000000 Penalty: 5964.863281
	Iteration 9F: 3 clusters Score -2.096567e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -20971006.000000 Penalty: 5964.863281
	Iteration 10Q: 3 clusters Score -2.097101e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -20972668.000000 Penalty: 5964.863281
	Iteration 11Q: 3 clusters Score -2.097267e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -20973112.000000 Penalty: 5964.863281
	Iteration 12Q: 3 clusters Score -2.097311e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -20973322.000000 Penalty: 5964.863281
	Iteration 13Q: 3 clusters Score -2.097332e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -20973384.000000 Penalty: 5964.863281
	Iteration 14Q: 3 clusters Score -2.097338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 166717 members 
Entering Unmasked Estep 
Score: -20973428.000000 Penalty: 5964.863281
	Iteration 15Q: 3 clusters Score -2.097343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -20973460.000000 Penalty: 5964.863281
	Iteration 16Q: 3 clusters Score -2.097346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -20973482.000000 Penalty: 5964.863281
	Iteration 17Q: 3 clusters Score -2.097348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -20973486.000000 Penalty: 5964.863281
	Iteration 18Q: 3 clusters Score -2.097349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 166743 members 
Entering Unmasked Estep 
Score: -20973512.000000 Penalty: 5964.863281
	Iteration 19Q: 3 clusters Score -2.097351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 166748 members 
Entering Unmasked Estep 
Score: -20973504.000000 Penalty: 5964.863281
	Iteration 20F: 3 clusters Score -2.09735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -20973506.000000 Penalty: 5964.863281
	Iteration 21Q: 3 clusters Score -2.097351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -20973520.000000 Penalty: 5964.863281
	Iteration 22Q: 3 clusters Score -2.097352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -20973524.000000 Penalty: 5964.863281
	Iteration 23Q: 3 clusters Score -2.097352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -20973528.000000 Penalty: 5964.863281
	Iteration 24Q: 3 clusters Score -2.097353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -20973542.000000 Penalty: 5964.863281
	Iteration 25Q: 3 clusters Score -2.097354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -20973554.000000 Penalty: 5964.863281
	Iteration 26Q: 3 clusters Score -2.097355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -20973552.000000 Penalty: 5964.863281
	Iteration 27Q: 3 clusters Score -2.097355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -20973556.000000 Penalty: 5964.863281
	Iteration 28Q: 3 clusters Score -2.097356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -20973560.000000 Penalty: 5964.863281
	Iteration 29Q: 3 clusters Score -2.097356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -20973566.000000 Penalty: 5964.863281
	Iteration 30Q: 3 clusters Score -2.097357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -20973566.000000 Penalty: 5964.863281
	Iteration 31F: 3 clusters Score -2.097357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Entering Unmasked Estep 
Score: -2417095.000000 Penalty: 2443.213623
	Iteration 0F: 2 clusters Score -2417095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2403694.500000 Penalty: 4886.427246
	Iteration 0F: 3 clusters Score -2403694 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2408156.500000 Penalty: 4886.427246
	Iteration 1F: 3 clusters Score -2408156 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2408657.250000 Penalty: 4886.427246
	Iteration 2F: 3 clusters Score -2408657 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2409156.250000 Penalty: 4886.427246
	Iteration 3F: 3 clusters Score -2409156 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2409647.500000 Penalty: 4886.427246
	Iteration 4Q: 3 clusters Score -2409648 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2410147.750000 Penalty: 4886.427246
	Iteration 5Q: 3 clusters Score -2410148 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2410634.500000 Penalty: 4886.427246
	Iteration 6Q: 3 clusters Score -2410634 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2411065.000000 Penalty: 4886.427246
	Iteration 7Q: 3 clusters Score -2411065 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2411466.500000 Penalty: 4886.427246
	Iteration 8Q: 3 clusters Score -2411466 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2411812.250000 Penalty: 4886.427246
	Iteration 9Q: 3 clusters Score -2411812 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2412187.750000 Penalty: 4886.427246
	Iteration 10Q: 3 clusters Score -2412188 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2412563.000000 Penalty: 4886.427246
	Iteration 11Q: 3 clusters Score -2412563 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2412905.250000 Penalty: 4886.427246
	Iteration 12Q: 3 clusters Score -2412905 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2413270.250000 Penalty: 4886.427246
	Iteration 13Q: 3 clusters Score -2413270 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2413583.000000 Penalty: 4886.427246
	Iteration 14Q: 3 clusters Score -2413583 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2413904.500000 Penalty: 4886.427246
	Iteration 15Q: 3 clusters Score -2413904 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2414178.250000 Penalty: 4886.427246
	Iteration 16Q: 3 clusters Score -2414178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2414383.250000 Penalty: 4886.427246
	Iteration 17Q: 3 clusters Score -2414383 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2414545.250000 Penalty: 4886.427246
	Iteration 18Q: 3 clusters Score -2414545 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2414652.750000 Penalty: 4886.427246
	Iteration 19Q: 3 clusters Score -2414653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2414721.750000 Penalty: 4886.427246
	Iteration 20F: 3 clusters Score -2414722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2414789.500000 Penalty: 4886.427246
	Iteration 21Q: 3 clusters Score -2414790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2414842.500000 Penalty: 4886.427246
	Iteration 22Q: 3 clusters Score -2414842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2414882.250000 Penalty: 4886.427246
	Iteration 23Q: 3 clusters Score -2414882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2414925.000000 Penalty: 4886.427246
	Iteration 24Q: 3 clusters Score -2414925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2414949.250000 Penalty: 4886.427246
	Iteration 25Q: 3 clusters Score -2414949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2414966.500000 Penalty: 4886.427246
	Iteration 26Q: 3 clusters Score -2414966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2414980.750000 Penalty: 4886.427246
	Iteration 27Q: 3 clusters Score -2414981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2414999.750000 Penalty: 4886.427246
	Iteration 28Q: 3 clusters Score -2415000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2415011.250000 Penalty: 4886.427246
	Iteration 29Q: 3 clusters Score -2415011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2415019.000000 Penalty: 4886.427246
	Iteration 30Q: 3 clusters Score -2415019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2415035.000000 Penalty: 4886.427246
	Iteration 31Q: 3 clusters Score -2415035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2415047.250000 Penalty: 4886.427246
	Iteration 32Q: 3 clusters Score -2415047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2415056.750000 Penalty: 4886.427246
	Iteration 33Q: 3 clusters Score -2415057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2415068.500000 Penalty: 4886.427246
	Iteration 34Q: 3 clusters Score -2415068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2415074.250000 Penalty: 4886.427246
	Iteration 35Q: 3 clusters Score -2415074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2415083.750000 Penalty: 4886.427246
	Iteration 36Q: 3 clusters Score -2415084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2415086.500000 Penalty: 4886.427246
	Iteration 37Q: 3 clusters Score -2415086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2415093.500000 Penalty: 4886.427246
	Iteration 38Q: 3 clusters Score -2415094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2415102.250000 Penalty: 4886.427246
	Iteration 39Q: 3 clusters Score -2415102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2415101.250000 Penalty: 4886.427246
	Iteration 40F: 3 clusters Score -2415101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2415104.750000 Penalty: 4886.427246
	Iteration 41Q: 3 clusters Score -2415105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2415106.500000 Penalty: 4886.427246
	Iteration 42Q: 3 clusters Score -2415106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2415108.750000 Penalty: 4886.427246
	Iteration 43Q: 3 clusters Score -2415109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2415113.750000 Penalty: 4886.427246
	Iteration 44Q: 3 clusters Score -2415114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2415113.250000 Penalty: 4886.427246
	Iteration 45Q: 3 clusters Score -2415113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2415114.500000 Penalty: 4886.427246
	Iteration 46Q: 3 clusters Score -2415114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2415113.750000 Penalty: 4886.427246
	Iteration 47Q: 3 clusters Score -2415114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2415114.000000 Penalty: 4886.427246
	Iteration 48Q: 3 clusters Score -2415114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2415117.500000 Penalty: 4886.427246
	Iteration 49Q: 3 clusters Score -2415118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2415123.750000 Penalty: 4886.427246
	Iteration 50Q: 3 clusters Score -2415124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2415126.500000 Penalty: 4886.427246
	Iteration 51Q: 3 clusters Score -2415126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2415129.750000 Penalty: 4886.427246
	Iteration 52Q: 3 clusters Score -2415130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2415130.750000 Penalty: 4886.427246
	Iteration 53Q: 3 clusters Score -2415131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2415129.750000 Penalty: 4886.427246
	Iteration 54Q: 3 clusters Score -2415130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2415133.000000 Penalty: 4886.427246
	Iteration 55Q: 3 clusters Score -2415133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2415133.000000 Penalty: 4886.427246
	Iteration 56F: 3 clusters Score -2415133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -204602.000000 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -204602 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 841 members 
Entering Unmasked Estep 
Score: -202247.484375 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -202247.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -202825.406250 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -202825.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -203053.562500 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -203053.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203238.281250 Penalty: 3700.117676
	Iteration 3F: 3 clusters Score -203238.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -203381.015625 Penalty: 3700.117676
	Iteration 4F: 3 clusters Score -203381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -203484.265625 Penalty: 3700.117676
	Iteration 5Q: 3 clusters Score -203484.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -203587.531250 Penalty: 3700.117676
	Iteration 6Q: 3 clusters Score -203587.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -203658.437500 Penalty: 3700.117676
	Iteration 7Q: 3 clusters Score -203658.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -203727.468750 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -203727.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -203807.250000 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -203807.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -203850.500000 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -203850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -203878.046875 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -203878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -203905.843750 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -203905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -203939.562500 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -203939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -203947.515625 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -203947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -203953.187500 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -203953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -203954.015625 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -203954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -203956.187500 Penalty: 3700.117676
	Iteration 17Q: 3 clusters Score -203956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -203956.828125 Penalty: 3700.117676
	Iteration 18Q: 3 clusters Score -203956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -203963.375000 Penalty: 3700.117676
	Iteration 19Q: 3 clusters Score -203963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -203981.531250 Penalty: 3700.117676
	Iteration 20F: 3 clusters Score -203981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -203990.937500 Penalty: 3700.117676
	Iteration 21Q: 3 clusters Score -203990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -204001.937500 Penalty: 3700.117676
	Iteration 22Q: 3 clusters Score -204001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -204003.156250 Penalty: 3700.117676
	Iteration 23Q: 3 clusters Score -204003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -204003.156250 Penalty: 3700.117676
	Iteration 24F: 3 clusters Score -204003.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29611.646484 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29611.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29979.273438 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29979.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30112.958984 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -30112.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30171.587891 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -30171.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30205.011719 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -30205.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30216.683594 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -30216.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30216.683594 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -30216.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Entering Unmasked Estep 
Score: -1977870.875000 Penalty: 2405.909668
	Iteration 0F: 2 clusters Score -1977871 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 8186 members 
Entering Unmasked Estep 
Score: -1966080.250000 Penalty: 4811.819336
	Iteration 0F: 3 clusters Score -1966080 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1969806.750000 Penalty: 4811.819336
	Iteration 1F: 3 clusters Score -1969807 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1970097.875000 Penalty: 4811.819336
	Iteration 2F: 3 clusters Score -1970098 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1970333.000000 Penalty: 4811.819336
	Iteration 3Q: 3 clusters Score -1970333 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1970525.125000 Penalty: 4811.819336
	Iteration 4Q: 3 clusters Score -1970525 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1970706.750000 Penalty: 4811.819336
	Iteration 5Q: 3 clusters Score -1970707 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1970852.250000 Penalty: 4811.819336
	Iteration 6Q: 3 clusters Score -1970852 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1970981.625000 Penalty: 4811.819336
	Iteration 7Q: 3 clusters Score -1970982 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1971121.750000 Penalty: 4811.819336
	Iteration 8Q: 3 clusters Score -1971122 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1971260.250000 Penalty: 4811.819336
	Iteration 9Q: 3 clusters Score -1971260 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1971455.500000 Penalty: 4811.819336
	Iteration 10Q: 3 clusters Score -1971456 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1971685.250000 Penalty: 4811.819336
	Iteration 11Q: 3 clusters Score -1971685 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1972009.375000 Penalty: 4811.819336
	Iteration 12Q: 3 clusters Score -1972009 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1972408.250000 Penalty: 4811.819336
	Iteration 13Q: 3 clusters Score -1972408 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1972875.500000 Penalty: 4811.819336
	Iteration 14Q: 3 clusters Score -1972876 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1973419.250000 Penalty: 4811.819336
	Iteration 15Q: 3 clusters Score -1973419 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1973998.750000 Penalty: 4811.819336
	Iteration 16Q: 3 clusters Score -1973999 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1974525.375000 Penalty: 4811.819336
	Iteration 17Q: 3 clusters Score -1974525 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1974946.875000 Penalty: 4811.819336
	Iteration 18Q: 3 clusters Score -1974947 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1975232.250000 Penalty: 4811.819336
	Iteration 19Q: 3 clusters Score -1975232 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1975426.750000 Penalty: 4811.819336
	Iteration 20F: 3 clusters Score -1975427 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1975530.875000 Penalty: 4811.819336
	Iteration 21Q: 3 clusters Score -1975531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1975605.375000 Penalty: 4811.819336
	Iteration 22Q: 3 clusters Score -1975605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1975646.500000 Penalty: 4811.819336
	Iteration 23Q: 3 clusters Score -1975646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1975691.875000 Penalty: 4811.819336
	Iteration 24Q: 3 clusters Score -1975692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1975713.625000 Penalty: 4811.819336
	Iteration 25Q: 3 clusters Score -1975714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1975735.250000 Penalty: 4811.819336
	Iteration 26Q: 3 clusters Score -1975735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1975747.625000 Penalty: 4811.819336
	Iteration 27Q: 3 clusters Score -1975748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1975755.375000 Penalty: 4811.819336
	Iteration 28Q: 3 clusters Score -1975755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1975759.125000 Penalty: 4811.819336
	Iteration 29Q: 3 clusters Score -1975759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1975762.875000 Penalty: 4811.819336
	Iteration 30Q: 3 clusters Score -1975763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1975763.875000 Penalty: 4811.819336
	Iteration 31Q: 3 clusters Score -1975764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1975770.125000 Penalty: 4811.819336
	Iteration 32Q: 3 clusters Score -1975770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1975771.125000 Penalty: 4811.819336
	Iteration 33Q: 3 clusters Score -1975771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1975773.750000 Penalty: 4811.819336
	Iteration 34Q: 3 clusters Score -1975774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1975776.125000 Penalty: 4811.819336
	Iteration 35Q: 3 clusters Score -1975776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1975782.000000 Penalty: 4811.819336
	Iteration 36Q: 3 clusters Score -1975782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1975782.000000 Penalty: 4811.819336
	Iteration 37Q: 3 clusters Score -1975782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1975783.875000 Penalty: 4811.819336
	Iteration 38Q: 3 clusters Score -1975784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1975784.750000 Penalty: 4811.819336
	Iteration 39Q: 3 clusters Score -1975785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1975785.000000 Penalty: 4811.819336
	Iteration 40F: 3 clusters Score -1975785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63329.968750 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63329.97 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63584.855469 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63584.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63667.113281 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63667.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63722.171875 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63722.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63747.695312 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63772.128906 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63772.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63788.519531 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63788.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63804.183594 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -63804.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63827.851562 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -63827.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63863.003906 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -63863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63937.828125 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -63937.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64007.394531 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -64007.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64061.160156 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -64061.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64076.964844 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -64076.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64080.187500 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -64080.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64081.250000 Penalty: 3171.221191
	Iteration 15Q: 3 clusters Score -64081.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64081.250000 Penalty: 3171.221191
	Iteration 16F: 3 clusters Score -64081.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (163982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Entering Unmasked Estep 
Score: -20551254.000000 Penalty: 2977.863037
	Iteration 0F: 2 clusters Score -2.055125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -20444612.000000 Penalty: 5955.726074
	Iteration 0F: 3 clusters Score -2.044461e+07 nChanged 78237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -20490104.000000 Penalty: 5955.726074
	Iteration 1F: 3 clusters Score -2.04901e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -20491160.000000 Penalty: 5955.726074
	Iteration 2Q: 3 clusters Score -2.049116e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -20492276.000000 Penalty: 5955.726074
	Iteration 3Q: 3 clusters Score -2.049228e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -20493942.000000 Penalty: 5955.726074
	Iteration 4Q: 3 clusters Score -2.049394e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -20496426.000000 Penalty: 5955.726074
	Iteration 5Q: 3 clusters Score -2.049643e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -20500552.000000 Penalty: 5955.726074
	Iteration 6Q: 3 clusters Score -2.050055e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -20507090.000000 Penalty: 5955.726074
	Iteration 7F: 3 clusters Score -2.050709e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -20516304.000000 Penalty: 5955.726074
	Iteration 8F: 3 clusters Score -2.05163e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -20526838.000000 Penalty: 5955.726074
	Iteration 9F: 3 clusters Score -2.052684e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -20535494.000000 Penalty: 5955.726074
	Iteration 10F: 3 clusters Score -2.053549e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 147005 members 
Entering Unmasked Estep 
Score: -20540986.000000 Penalty: 5955.726074
	Iteration 11Q: 3 clusters Score -2.054099e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -20543992.000000 Penalty: 5955.726074
	Iteration 12Q: 3 clusters Score -2.054399e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -20545728.000000 Penalty: 5955.726074
	Iteration 13Q: 3 clusters Score -2.054573e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -20546776.000000 Penalty: 5955.726074
	Iteration 14Q: 3 clusters Score -2.054678e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -20547484.000000 Penalty: 5955.726074
	Iteration 15Q: 3 clusters Score -2.054748e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -20547998.000000 Penalty: 5955.726074
	Iteration 16Q: 3 clusters Score -2.0548e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -20548356.000000 Penalty: 5955.726074
	Iteration 17Q: 3 clusters Score -2.054836e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -20548528.000000 Penalty: 5955.726074
	Iteration 18Q: 3 clusters Score -2.054853e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -20548620.000000 Penalty: 5955.726074
	Iteration 19Q: 3 clusters Score -2.054862e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 162121 members 
Entering Unmasked Estep 
Score: -20548798.000000 Penalty: 5955.726074
	Iteration 20F: 3 clusters Score -2.05488e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -20548898.000000 Penalty: 5955.726074
	Iteration 21Q: 3 clusters Score -2.05489e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -20548942.000000 Penalty: 5955.726074
	Iteration 22Q: 3 clusters Score -2.054894e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -20549000.000000 Penalty: 5955.726074
	Iteration 23Q: 3 clusters Score -2.0549e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 162752 members 
Entering Unmasked Estep 
Score: -20549046.000000 Penalty: 5955.726074
	Iteration 24Q: 3 clusters Score -2.054905e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -20549062.000000 Penalty: 5955.726074
	Iteration 25Q: 3 clusters Score -2.054906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 162846 members 
Entering Unmasked Estep 
Score: -20549068.000000 Penalty: 5955.726074
	Iteration 26Q: 3 clusters Score -2.054907e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -20549078.000000 Penalty: 5955.726074
	Iteration 27Q: 3 clusters Score -2.054908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -20549096.000000 Penalty: 5955.726074
	Iteration 28Q: 3 clusters Score -2.05491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 162926 members 
Entering Unmasked Estep 
Score: -20549078.000000 Penalty: 5955.726074
	Iteration 29Q: 3 clusters Score -2.054908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 162941 members 
Entering Unmasked Estep 
Score: -20549118.000000 Penalty: 5955.726074
	Iteration 30Q: 3 clusters Score -2.054912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -20549146.000000 Penalty: 5955.726074
	Iteration 31Q: 3 clusters Score -2.054915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -20549148.000000 Penalty: 5955.726074
	Iteration 32Q: 3 clusters Score -2.054915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -20549156.000000 Penalty: 5955.726074
	Iteration 33Q: 3 clusters Score -2.054916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 162998 members 
Entering Unmasked Estep 
Score: -20549160.000000 Penalty: 5955.726074
	Iteration 34Q: 3 clusters Score -2.054916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -20549166.000000 Penalty: 5955.726074
	Iteration 35Q: 3 clusters Score -2.054917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -20549194.000000 Penalty: 5955.726074
	Iteration 36Q: 3 clusters Score -2.054919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
Score: -20549204.000000 Penalty: 5955.726074
	Iteration 37Q: 3 clusters Score -2.05492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -20549214.000000 Penalty: 5955.726074
	Iteration 38Q: 3 clusters Score -2.054921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -20549224.000000 Penalty: 5955.726074
	Iteration 39Q: 3 clusters Score -2.054922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -20549218.000000 Penalty: 5955.726074
	Iteration 40F: 3 clusters Score -2.054922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -20549220.000000 Penalty: 5955.726074
	Iteration 41Q: 3 clusters Score -2.054922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -20549194.000000 Penalty: 5955.726074
	Iteration 42Q: 3 clusters Score -2.054919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 163007 members 
Entering Unmasked Estep 
Score: -20549218.000000 Penalty: 5955.726074
	Iteration 43Q: 3 clusters Score -2.054922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -20549230.000000 Penalty: 5955.726074
	Iteration 44Q: 3 clusters Score -2.054923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -20549226.000000 Penalty: 5955.726074
	Iteration 45Q: 3 clusters Score -2.054923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -20549224.000000 Penalty: 5955.726074
	Iteration 46Q: 3 clusters Score -2.054922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -20549224.000000 Penalty: 5955.726074
	Iteration 47F: 3 clusters Score -2.054922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 184579 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14166 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89039 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10815 members 
Mstep: Class 17 contains 167031 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16338 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758024.000000 Penalty: 77923.179688
Iteration 279Q: 24 clusters Score -1.05758e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14601 members 
Mstep: Class 5 contains 10873 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14150 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89048 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10795 members 
Mstep: Class 17 contains 167097 members 
Mstep: Class 18 contains 18869 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16343 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758344.000000 Penalty: 77923.179688
Iteration 280F: 24 clusters Score -1.057583e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14581 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 184551 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89048 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10778 members 
Mstep: Class 17 contains 167168 members 
Mstep: Class 18 contains 18760 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16350 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758456.000000 Penalty: 77923.179688
Iteration 281Q: 24 clusters Score -1.057585e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 10926 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 184499 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89059 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10762 members 
Mstep: Class 17 contains 167230 members 
Mstep: Class 18 contains 18668 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16359 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758576.000000 Penalty: 77923.179688
Iteration 282Q: 24 clusters Score -1.057586e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14538 members 
Mstep: Class 5 contains 10959 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 8 contains 184504 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89068 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10751 members 
Mstep: Class 17 contains 167283 members 
Mstep: Class 18 contains 18598 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16365 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758712.000000 Penalty: 77923.179688
Iteration 283Q: 24 clusters Score -1.057587e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14526 members 
Mstep: Class 5 contains 10991 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 184524 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14120 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89073 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10746 members 
Mstep: Class 17 contains 167332 members 
Mstep: Class 18 contains 18532 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16374 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758760.000000 Penalty: 77923.179688
Iteration 284Q: 24 clusters Score -1.057588e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155039 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14509 members 
Mstep: Class 5 contains 11026 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 184540 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14112 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89083 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10740 members 
Mstep: Class 17 contains 167368 members 
Mstep: Class 18 contains 18448 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16385 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758936.000000 Penalty: 77923.179688
Iteration 285Q: 24 clusters Score -1.057589e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 11062 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 8 contains 184531 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 89082 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10731 members 
Mstep: Class 17 contains 167439 members 
Mstep: Class 18 contains 18339 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16393 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759104.000000 Penalty: 77923.179688
Iteration 286Q: 24 clusters Score -1.057591e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14461 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 184550 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14092 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89094 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10723 members 
Mstep: Class 17 contains 167513 members 
Mstep: Class 18 contains 18227 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16400 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759432.000000 Penalty: 77923.179688
Iteration 287Q: 24 clusters Score -1.057594e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155037 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14443 members 
Mstep: Class 5 contains 11115 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 184590 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14085 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89108 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 17 contains 167560 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16414 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759464.000000 Penalty: 77923.179688
Iteration 288Q: 24 clusters Score -1.057595e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 184583 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89111 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10692 members 
Mstep: Class 17 contains 167632 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16424 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759496.000000 Penalty: 77923.179688
Iteration 289Q: 24 clusters Score -1.057595e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 11208 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2230 members 
Mstep: Class 8 contains 184577 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89121 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10675 members 
Mstep: Class 17 contains 167702 members 
Mstep: Class 18 contains 17813 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16433 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759832.000000 Penalty: 77923.179688
Iteration 290Q: 24 clusters Score -1.057598e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 11255 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 184593 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 89123 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10654 members 
Mstep: Class 17 contains 167781 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16443 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759984.000000 Penalty: 77923.179688
Iteration 291Q: 24 clusters Score -1.0576e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14380 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 184608 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14064 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 89128 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10639 members 
Mstep: Class 17 contains 167852 members 
Mstep: Class 18 contains 17514 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759912.000000 Penalty: 77923.179688
Iteration 292Q: 24 clusters Score -1.057599e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14363 members 
Mstep: Class 5 contains 11343 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2236 members 
Mstep: Class 8 contains 184560 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14056 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 89133 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 17 contains 167958 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760176.000000 Penalty: 77923.179688
Iteration 293Q: 24 clusters Score -1.057602e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 11382 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 184479 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 89140 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 168071 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16484 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760688.000000 Penalty: 77923.179688
Iteration 294Q: 24 clusters Score -1.057607e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 11424 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 184379 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 89149 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10577 members 
Mstep: Class 17 contains 168182 members 
Mstep: Class 18 contains 17224 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760944.000000 Penalty: 77923.179688
Iteration 295Q: 24 clusters Score -1.057609e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 11462 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 184281 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14028 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89159 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10551 members 
Mstep: Class 17 contains 168290 members 
Mstep: Class 18 contains 17173 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16520 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761400.000000 Penalty: 77923.179688
Iteration 296Q: 24 clusters Score -1.057614e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14296 members 
Mstep: Class 5 contains 11492 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 184149 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89184 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10533 members 
Mstep: Class 17 contains 168392 members 
Mstep: Class 18 contains 17179 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16534 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761664.000000 Penalty: 77923.179688
Iteration 297Q: 24 clusters Score -1.057617e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14275 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 184012 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 14027 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89212 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 168479 members 
Mstep: Class 18 contains 17209 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762072.000000 Penalty: 77923.179688
Iteration 298Q: 24 clusters Score -1.057621e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 11582 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 183919 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89245 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 168553 members 
Mstep: Class 18 contains 17252 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16558 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762320.000000 Penalty: 77923.179688
Iteration 299Q: 24 clusters Score -1.057623e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14236 members 
Mstep: Class 5 contains 11618 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 183830 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 89281 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10504 members 
Mstep: Class 17 contains 168587 members 
Mstep: Class 18 contains 17303 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16573 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762568.000000 Penalty: 77923.179688
Iteration 300F: 24 clusters Score -1.057626e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 11651 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 183763 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89313 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 168630 members 
Mstep: Class 18 contains 17323 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16584 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762696.000000 Penalty: 77923.179688
Iteration 301Q: 24 clusters Score -1.057627e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 11679 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 183692 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 89344 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10488 members 
Mstep: Class 17 contains 168658 members 
Mstep: Class 18 contains 17334 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16606 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762944.000000 Penalty: 77923.179688
Iteration 302Q: 24 clusters Score -1.057629e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154980 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 11708 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 183610 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 89379 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 168684 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16625 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763224.000000 Penalty: 77923.179688
Iteration 303Q: 24 clusters Score -1.057632e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 11741 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 183522 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13915 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 89415 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 168672 members 
Mstep: Class 18 contains 17302 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16644 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763288.000000 Penalty: 77923.179688
Iteration 304Q: 24 clusters Score -1.057633e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 14157 members 
Mstep: Class 5 contains 11788 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 183470 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13897 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89448 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10470 members 
Mstep: Class 17 contains 168664 members 
Mstep: Class 18 contains 17290 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763488.000000 Penalty: 77923.179688
Iteration 305Q: 24 clusters Score -1.057635e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155161 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14142 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 183425 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89487 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10469 members 
Mstep: Class 17 contains 168655 members 
Mstep: Class 18 contains 17290 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16681 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763488.000000 Penalty: 77923.179688
Iteration 306Q: 24 clusters Score -1.057635e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 11871 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 183355 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13868 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89517 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 168666 members 
Mstep: Class 18 contains 17314 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16695 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763576.000000 Penalty: 77923.179688
Iteration 307Q: 24 clusters Score -1.057636e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14121 members 
Mstep: Class 5 contains 11917 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 183315 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13859 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 89546 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10465 members 
Mstep: Class 17 contains 168659 members 
Mstep: Class 18 contains 17338 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16704 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763688.000000 Penalty: 77923.179688
Iteration 308Q: 24 clusters Score -1.057637e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14110 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 183256 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13856 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 89574 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 168671 members 
Mstep: Class 18 contains 17358 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16712 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763720.000000 Penalty: 77923.179688
Iteration 309Q: 24 clusters Score -1.057637e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155287 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14090 members 
Mstep: Class 5 contains 11995 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 183222 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 89602 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10445 members 
Mstep: Class 17 contains 168680 members 
Mstep: Class 18 contains 17370 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16718 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763664.000000 Penalty: 77923.179688
Iteration 310Q: 24 clusters Score -1.057637e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155340 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14074 members 
Mstep: Class 5 contains 12050 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 183184 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13851 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 89642 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10437 members 
Mstep: Class 17 contains 168658 members 
Mstep: Class 18 contains 17389 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16721 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 164036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763728.000000 Penalty: 77923.179688
Iteration 311Q: 24 clusters Score -1.057637e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 12098 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 183144 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13851 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 89669 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10422 members 
Mstep: Class 17 contains 168652 members 
Mstep: Class 18 contains 17403 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16728 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763912.000000 Penalty: 77923.179688
Iteration 312Q: 24 clusters Score -1.057639e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 12150 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 183089 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13846 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 89704 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10408 members 
Mstep: Class 17 contains 168658 members 
Mstep: Class 18 contains 17419 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16733 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763968.000000 Penalty: 77923.179688
Iteration 313Q: 24 clusters Score -1.05764e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 12204 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 183033 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 89726 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10397 members 
Mstep: Class 17 contains 168687 members 
Mstep: Class 18 contains 17439 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16744 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763760.000000 Penalty: 77923.179688
Iteration 314Q: 24 clusters Score -1.057638e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13995 members 
Mstep: Class 5 contains 12251 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 182971 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13837 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 707 members 
Mstep: Class 14 contains 89762 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10383 members 
Mstep: Class 17 contains 168716 members 
Mstep: Class 18 contains 17465 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16752 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763744.000000 Penalty: 77923.179688
Iteration 315Q: 24 clusters Score -1.057637e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155469 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13979 members 
Mstep: Class 5 contains 12302 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 182891 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13826 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 707 members 
Mstep: Class 14 contains 89783 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10370 members 
Mstep: Class 17 contains 168773 members 
Mstep: Class 18 contains 17481 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16767 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764000.000000 Penalty: 77923.179688
Iteration 316Q: 24 clusters Score -1.05764e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13972 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 182814 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 89800 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10353 members 
Mstep: Class 17 contains 168817 members 
Mstep: Class 18 contains 17499 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16783 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763912.000000 Penalty: 77923.179688
Iteration 317Q: 24 clusters Score -1.057639e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 12390 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 182717 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13816 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 89824 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10346 members 
Mstep: Class 17 contains 168855 members 
Mstep: Class 18 contains 17511 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16794 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764040.000000 Penalty: 77923.179688
Iteration 318Q: 24 clusters Score -1.05764e+08 nChanged 1067
Entering ConstructFrom: 
Score: -105764040.000000 Penalty: 77923.179688
Entering ConstructFrom: 
Trying to split cluster 1 (155493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Entering Unmasked Estep 
Score: -19681844.000000 Penalty: 2964.680420
	Iteration 0F: 2 clusters Score -1.968184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -19580066.000000 Penalty: 5929.360840
	Iteration 0F: 3 clusters Score -1.958007e+07 nChanged 74728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -19623900.000000 Penalty: 5929.360840
	Iteration 1F: 3 clusters Score -1.96239e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -19625334.000000 Penalty: 5929.360840
	Iteration 2Q: 3 clusters Score -1.962533e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -19627294.000000 Penalty: 5929.360840
	Iteration 3Q: 3 clusters Score -1.962729e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -19630302.000000 Penalty: 5929.360840
	Iteration 4Q: 3 clusters Score -1.96303e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -19635270.000000 Penalty: 5929.360840
	Iteration 5F: 3 clusters Score -1.963527e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -19642452.000000 Penalty: 5929.360840
	Iteration 6F: 3 clusters Score -1.964245e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -19651448.000000 Penalty: 5929.360840
	Iteration 7F: 3 clusters Score -1.965145e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -19660694.000000 Penalty: 5929.360840
	Iteration 8F: 3 clusters Score -1.966069e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -19668006.000000 Penalty: 5929.360840
	Iteration 9F: 3 clusters Score -1.966801e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -19672982.000000 Penalty: 5929.360840
	Iteration 10Q: 3 clusters Score -1.967298e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -19676064.000000 Penalty: 5929.360840
	Iteration 11Q: 3 clusters Score -1.967606e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -19677632.000000 Penalty: 5929.360840
	Iteration 12Q: 3 clusters Score -1.967763e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -19678396.000000 Penalty: 5929.360840
	Iteration 13Q: 3 clusters Score -1.96784e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -19678794.000000 Penalty: 5929.360840
	Iteration 14Q: 3 clusters Score -1.967879e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -19678978.000000 Penalty: 5929.360840
	Iteration 15Q: 3 clusters Score -1.967898e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -19679188.000000 Penalty: 5929.360840
	Iteration 16Q: 3 clusters Score -1.967919e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -19679306.000000 Penalty: 5929.360840
	Iteration 17Q: 3 clusters Score -1.967931e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -19679362.000000 Penalty: 5929.360840
	Iteration 18Q: 3 clusters Score -1.967936e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 153784 members 
Entering Unmasked Estep 
Score: -19679436.000000 Penalty: 5929.360840
	Iteration 19Q: 3 clusters Score -1.967944e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 153968 members 
Entering Unmasked Estep 
Score: -19679468.000000 Penalty: 5929.360840
	Iteration 20F: 3 clusters Score -1.967947e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 154094 members 
Entering Unmasked Estep 
Score: -19679490.000000 Penalty: 5929.360840
	Iteration 21Q: 3 clusters Score -1.967949e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 154202 members 
Entering Unmasked Estep 
Score: -19679540.000000 Penalty: 5929.360840
	Iteration 22Q: 3 clusters Score -1.967954e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -19679574.000000 Penalty: 5929.360840
	Iteration 23Q: 3 clusters Score -1.967957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -19679576.000000 Penalty: 5929.360840
	Iteration 24Q: 3 clusters Score -1.967958e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -19679570.000000 Penalty: 5929.360840
	Iteration 25Q: 3 clusters Score -1.967957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -19679564.000000 Penalty: 5929.360840
	Iteration 26Q: 3 clusters Score -1.967956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -19679512.000000 Penalty: 5929.360840
	Iteration 27Q: 3 clusters Score -1.967951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -19679522.000000 Penalty: 5929.360840
	Iteration 28Q: 3 clusters Score -1.967952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -19679530.000000 Penalty: 5929.360840
	Iteration 29Q: 3 clusters Score -1.967953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -19679560.000000 Penalty: 5929.360840
	Iteration 30Q: 3 clusters Score -1.967956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -19679558.000000 Penalty: 5929.360840
	Iteration 31Q: 3 clusters Score -1.967956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 154539 members 
Entering Unmasked Estep 
Score: -19679540.000000 Penalty: 5929.360840
	Iteration 32Q: 3 clusters Score -1.967954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 154555 members 
Entering Unmasked Estep 
Score: -19679558.000000 Penalty: 5929.360840
	Iteration 33Q: 3 clusters Score -1.967956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -19679566.000000 Penalty: 5929.360840
	Iteration 34Q: 3 clusters Score -1.967957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 154579 members 
Entering Unmasked Estep 
Score: -19679560.000000 Penalty: 5929.360840
	Iteration 35Q: 3 clusters Score -1.967956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 154589 members 
Entering Unmasked Estep 
Score: -19679560.000000 Penalty: 5929.360840
	Iteration 36Q: 3 clusters Score -1.967956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 154600 members 
Entering Unmasked Estep 
Score: -19679570.000000 Penalty: 5929.360840
	Iteration 37Q: 3 clusters Score -1.967957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -19679588.000000 Penalty: 5929.360840
	Iteration 38Q: 3 clusters Score -1.967959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -19679582.000000 Penalty: 5929.360840
	Iteration 39Q: 3 clusters Score -1.967958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 154627 members 
Entering Unmasked Estep 
Score: -19679604.000000 Penalty: 5929.360840
	Iteration 40F: 3 clusters Score -1.96796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 154636 members 
Entering Unmasked Estep 
Score: -19679608.000000 Penalty: 5929.360840
	Iteration 41Q: 3 clusters Score -1.967961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -19679596.000000 Penalty: 5929.360840
	Iteration 42Q: 3 clusters Score -1.96796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -19679594.000000 Penalty: 5929.360840
	Iteration 43Q: 3 clusters Score -1.967959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -19679602.000000 Penalty: 5929.360840
	Iteration 44Q: 3 clusters Score -1.96796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -19679610.000000 Penalty: 5929.360840
	Iteration 45Q: 3 clusters Score -1.967961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -19679614.000000 Penalty: 5929.360840
	Iteration 46Q: 3 clusters Score -1.967961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -19679608.000000 Penalty: 5929.360840
	Iteration 47Q: 3 clusters Score -1.967961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -19679622.000000 Penalty: 5929.360840
	Iteration 48Q: 3 clusters Score -1.967962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -19679616.000000 Penalty: 5929.360840
	Iteration 49Q: 3 clusters Score -1.967962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -19679612.000000 Penalty: 5929.360840
	Iteration 50Q: 3 clusters Score -1.967961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -19679610.000000 Penalty: 5929.360840
	Iteration 51Q: 3 clusters Score -1.967961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -19679618.000000 Penalty: 5929.360840
	Iteration 52Q: 3 clusters Score -1.967962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -19679620.000000 Penalty: 5929.360840
	Iteration 53Q: 3 clusters Score -1.967962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -19679620.000000 Penalty: 5929.360840
	Iteration 54F: 3 clusters Score -1.967962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -282725.718750 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -282725.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -279836.687500 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -279836.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -280361.281250 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -280361.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -280505.437500 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -280505.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -280571.656250 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -280571.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -280617.656250 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -280617.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -280659.031250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -280659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -280681.125000 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -280681.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -280690.218750 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -280690.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -280701.656250 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -280701.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280717.906250 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -280717.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -280736.656250 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -280736.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -280755.656250 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -280755.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -280779.656250 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -280779.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -280807.406250 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -280807.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -280833.375000 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -280833.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -280878.875000 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -280878.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -280921.812500 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -280921.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -280965.875000 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -280965.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -281017.500000 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -281017.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -281057.375000 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -281057.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -281086.656250 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -281086.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -281115.656250 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -281115.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -281137.062500 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -281137.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -281155.437500 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -281155.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -281170.718750 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -281170.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -281193.843750 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -281193.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -281214.062500 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -281214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -281223.750000 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -281223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -281238.562500 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -281238.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -281250.281250 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -281250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -281262.312500 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -281262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -281267.031250 Penalty: 3859.030273
	Iteration 31Q: 3 clusters Score -281267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281269.093750 Penalty: 3859.030273
	Iteration 32Q: 3 clusters Score -281269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -281271.656250 Penalty: 3859.030273
	Iteration 33Q: 3 clusters Score -281271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281275.468750 Penalty: 3859.030273
	Iteration 34Q: 3 clusters Score -281275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -281282.593750 Penalty: 3859.030273
	Iteration 35Q: 3 clusters Score -281282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -281288.000000 Penalty: 3859.030273
	Iteration 36Q: 3 clusters Score -281288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281290.687500 Penalty: 3859.030273
	Iteration 37Q: 3 clusters Score -281290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281292.687500 Penalty: 3859.030273
	Iteration 38Q: 3 clusters Score -281292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281294.000000 Penalty: 3859.030273
	Iteration 39Q: 3 clusters Score -281294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -281299.312500 Penalty: 3859.030273
	Iteration 40F: 3 clusters Score -281299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -281302.281250 Penalty: 3859.030273
	Iteration 41Q: 3 clusters Score -281302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -281303.562500 Penalty: 3859.030273
	Iteration 42Q: 3 clusters Score -281303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -281303.562500 Penalty: 3859.030273
	Iteration 43F: 3 clusters Score -281303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -32365.580078 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32365.58 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: -31132.464844 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31132.46 nChanged 53
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: -31301.693359 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31301.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31351.408203 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -31351.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31355.599609 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31355.599609 Penalty: 2850.116943
	Iteration 4F: 3 clusters Score -31355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Entering Unmasked Estep 
Score: -1771656.500000 Penalty: 2366.188477
	Iteration 0F: 2 clusters Score -1771656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1761498.500000 Penalty: 4732.376953
	Iteration 0F: 3 clusters Score -1761498 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1764577.000000 Penalty: 4732.376953
	Iteration 1F: 3 clusters Score -1764577 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1764921.625000 Penalty: 4732.376953
	Iteration 2F: 3 clusters Score -1764922 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1765142.125000 Penalty: 4732.376953
	Iteration 3Q: 3 clusters Score -1765142 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1765305.875000 Penalty: 4732.376953
	Iteration 4Q: 3 clusters Score -1765306 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1765440.875000 Penalty: 4732.376953
	Iteration 5Q: 3 clusters Score -1765441 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1765589.500000 Penalty: 4732.376953
	Iteration 6Q: 3 clusters Score -1765590 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1765774.125000 Penalty: 4732.376953
	Iteration 7Q: 3 clusters Score -1765774 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1765991.500000 Penalty: 4732.376953
	Iteration 8Q: 3 clusters Score -1765992 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1766267.375000 Penalty: 4732.376953
	Iteration 9Q: 3 clusters Score -1766267 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1766661.375000 Penalty: 4732.376953
	Iteration 10Q: 3 clusters Score -1766661 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1767173.250000 Penalty: 4732.376953
	Iteration 11F: 3 clusters Score -1767173 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1767790.875000 Penalty: 4732.376953
	Iteration 12F: 3 clusters Score -1767791 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1768456.250000 Penalty: 4732.376953
	Iteration 13F: 3 clusters Score -1768456 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1769069.125000 Penalty: 4732.376953
	Iteration 14F: 3 clusters Score -1769069 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1769537.125000 Penalty: 4732.376953
	Iteration 15Q: 3 clusters Score -1769537 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1769858.375000 Penalty: 4732.376953
	Iteration 16Q: 3 clusters Score -1769858 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1770028.250000 Penalty: 4732.376953
	Iteration 17Q: 3 clusters Score -1770028 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1770153.875000 Penalty: 4732.376953
	Iteration 18Q: 3 clusters Score -1770154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1770227.875000 Penalty: 4732.376953
	Iteration 19Q: 3 clusters Score -1770228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1770288.625000 Penalty: 4732.376953
	Iteration 20F: 3 clusters Score -1770289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1770310.750000 Penalty: 4732.376953
	Iteration 21Q: 3 clusters Score -1770311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1770325.000000 Penalty: 4732.376953
	Iteration 22Q: 3 clusters Score -1770325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1770331.750000 Penalty: 4732.376953
	Iteration 23Q: 3 clusters Score -1770332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1770334.125000 Penalty: 4732.376953
	Iteration 24Q: 3 clusters Score -1770334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1770334.875000 Penalty: 4732.376953
	Iteration 25Q: 3 clusters Score -1770335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1770337.000000 Penalty: 4732.376953
	Iteration 26Q: 3 clusters Score -1770337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1770345.875000 Penalty: 4732.376953
	Iteration 27Q: 3 clusters Score -1770346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1770346.125000 Penalty: 4732.376953
	Iteration 28Q: 3 clusters Score -1770346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1770350.375000 Penalty: 4732.376953
	Iteration 29Q: 3 clusters Score -1770350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1770354.875000 Penalty: 4732.376953
	Iteration 30Q: 3 clusters Score -1770355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1770355.750000 Penalty: 4732.376953
	Iteration 31Q: 3 clusters Score -1770356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1770357.000000 Penalty: 4732.376953
	Iteration 32Q: 3 clusters Score -1770357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1770356.750000 Penalty: 4732.376953
	Iteration 33Q: 3 clusters Score -1770357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1770359.375000 Penalty: 4732.376953
	Iteration 34Q: 3 clusters Score -1770359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1770359.375000 Penalty: 4732.376953
	Iteration 35F: 3 clusters Score -1770359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1550698.500000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1550698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1541500.750000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1541501 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1544297.375000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1544297 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1544611.125000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1544611 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1544931.250000 Penalty: 4676.382324
	Iteration 3Q: 3 clusters Score -1544931 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1545302.750000 Penalty: 4676.382324
	Iteration 4Q: 3 clusters Score -1545303 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1545746.250000 Penalty: 4676.382324
	Iteration 5Q: 3 clusters Score -1545746 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1546280.625000 Penalty: 4676.382324
	Iteration 6F: 3 clusters Score -1546281 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1546833.000000 Penalty: 4676.382324
	Iteration 7F: 3 clusters Score -1546833 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1547380.000000 Penalty: 4676.382324
	Iteration 8F: 3 clusters Score -1547380 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1547819.625000 Penalty: 4676.382324
	Iteration 9F: 3 clusters Score -1547820 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1548127.125000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1548127 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1548356.250000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1548356 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1548530.625000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1548531 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1548682.375000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1548682 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1548832.000000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1548832 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1548990.125000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1548990 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1549149.375000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1549149 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1549314.125000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1549314 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1549455.375000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1549455 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1549552.500000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1549552 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1549599.250000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1549599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1549630.375000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1549630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1549641.000000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1549641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1549657.625000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1549658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1549661.750000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1549662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1549671.750000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1549672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1549674.250000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1549674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1549679.625000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1549680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1549677.125000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1549677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1549681.000000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1549681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1549682.125000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1549682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1549686.625000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1549687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1549691.750000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1549692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1549699.000000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1549699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1549702.375000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1549702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1549707.750000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1549708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1549711.375000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1549711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1549714.875000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1549715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1549711.625000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1549712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1549721.375000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1549721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1549722.375000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1549722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1549728.875000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1549729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1549729.750000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1549730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1549731.250000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1549731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1549733.125000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1549733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1549731.750000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1549732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1549735.000000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1549735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1549736.375000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1549736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1549738.125000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1549738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1549739.125000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1549739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1549738.875000 Penalty: 4676.382324
	Iteration 50Q: 3 clusters Score -1549739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1549737.375000 Penalty: 4676.382324
	Iteration 51Q: 3 clusters Score -1549737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1549741.250000 Penalty: 4676.382324
	Iteration 52Q: 3 clusters Score -1549741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1549744.875000 Penalty: 4676.382324
	Iteration 53Q: 3 clusters Score -1549745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1549747.250000 Penalty: 4676.382324
	Iteration 54Q: 3 clusters Score -1549747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1549745.875000 Penalty: 4676.382324
	Iteration 55Q: 3 clusters Score -1549746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1549746.375000 Penalty: 4676.382324
	Iteration 56Q: 3 clusters Score -1549746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1549750.250000 Penalty: 4676.382324
	Iteration 57Q: 3 clusters Score -1549750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1549749.250000 Penalty: 4676.382324
	Iteration 58Q: 3 clusters Score -1549749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1549747.250000 Penalty: 4676.382324
	Iteration 59Q: 3 clusters Score -1549747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1549744.875000 Penalty: 4676.382324
	Iteration 60F: 3 clusters Score -1549745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79646.343750 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79646.34 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79973.570312 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -79973.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80107.703125 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80107.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80225.242188 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80225.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80401.562500 Penalty: 3263.996826
	Iteration 4F: 3 clusters Score -80401.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80605.601562 Penalty: 3263.996826
	Iteration 5F: 3 clusters Score -80605.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80707.812500 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80707.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80784.492188 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80784.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80884.218750 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -80884.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -80904.906250 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -80904.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80915.218750 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -80915.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80927.187500 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -80927.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80941.242188 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -80941.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80954.210938 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -80954.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80956.875000 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -80956.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80962.484375 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -80962.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80964.484375 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -80964.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80964.484375 Penalty: 3263.996826
	Iteration 17F: 3 clusters Score -80964.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -281316.250000 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -281316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -278543.000000 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -278543 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279117.281250 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -279117.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279247.156250 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -279247.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279320.093750 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -279320.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279382.937500 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -279382.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -279430.468750 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -279430.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279474.437500 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -279474.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -279516.187500 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -279516.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279550.500000 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -279550.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -279576.750000 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -279576.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279600.125000 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -279600.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279641.406250 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -279641.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279710.375000 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -279710.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279802.718750 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -279802.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -279944.906250 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -279944.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -280127.906250 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -280127.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -280250.843750 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -280250.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -280353.343750 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -280353.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -280445.812500 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -280445.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -280514.125000 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -280514.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -280600.437500 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -280600.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -280676.531250 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -280676.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -280726.250000 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -280726.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -280762.687500 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -280762.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -280786.781250 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -280786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -280810.250000 Penalty: 3837.641357
	Iteration 25Q: 3 clusters Score -280810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -280825.031250 Penalty: 3837.641357
	Iteration 26Q: 3 clusters Score -280825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -280835.625000 Penalty: 3837.641357
	Iteration 27Q: 3 clusters Score -280835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -280839.375000 Penalty: 3837.641357
	Iteration 28Q: 3 clusters Score -280839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -280841.125000 Penalty: 3837.641357
	Iteration 29Q: 3 clusters Score -280841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -280841.125000 Penalty: 3837.641357
	Iteration 30F: 3 clusters Score -280841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (182626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182626 members 
Entering Unmasked Estep 
Score: -23024494.000000 Penalty: 3004.568359
	Iteration 0F: 2 clusters Score -2.302449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -22912798.000000 Penalty: 6009.136719
	Iteration 0F: 3 clusters Score -2.29128e+07 nChanged 87749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -22963970.000000 Penalty: 6009.136719
	Iteration 1F: 3 clusters Score -2.296397e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -22965604.000000 Penalty: 6009.136719
	Iteration 2Q: 3 clusters Score -2.29656e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -22968374.000000 Penalty: 6009.136719
	Iteration 3Q: 3 clusters Score -2.296837e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -22973018.000000 Penalty: 6009.136719
	Iteration 4F: 3 clusters Score -2.297302e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -22981624.000000 Penalty: 6009.136719
	Iteration 5F: 3 clusters Score -2.298162e+07 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145888 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -22995722.000000 Penalty: 6009.136719
	Iteration 6F: 3 clusters Score -2.299572e+07 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162296 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -23009284.000000 Penalty: 6009.136719
	Iteration 7F: 3 clusters Score -2.300928e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174118 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -23016814.000000 Penalty: 6009.136719
	Iteration 8F: 3 clusters Score -2.301681e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23020082.000000 Penalty: 6009.136719
	Iteration 9Q: 3 clusters Score -2.302008e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181469 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23021168.000000 Penalty: 6009.136719
	Iteration 10Q: 3 clusters Score -2.302117e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182013 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -23021566.000000 Penalty: 6009.136719
	Iteration 11Q: 3 clusters Score -2.302157e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182187 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23021774.000000 Penalty: 6009.136719
	Iteration 12Q: 3 clusters Score -2.302177e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182248 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23021798.000000 Penalty: 6009.136719
	Iteration 13Q: 3 clusters Score -2.30218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23021886.000000 Penalty: 6009.136719
	Iteration 14Q: 3 clusters Score -2.302189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182281 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23021884.000000 Penalty: 6009.136719
	Iteration 15Q: 3 clusters Score -2.302188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23021918.000000 Penalty: 6009.136719
	Iteration 16Q: 3 clusters Score -2.302192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23021946.000000 Penalty: 6009.136719
	Iteration 17Q: 3 clusters Score -2.302195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23021936.000000 Penalty: 6009.136719
	Iteration 18Q: 3 clusters Score -2.302194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23021946.000000 Penalty: 6009.136719
	Iteration 19Q: 3 clusters Score -2.302195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23021956.000000 Penalty: 6009.136719
	Iteration 20F: 3 clusters Score -2.302196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23021952.000000 Penalty: 6009.136719
	Iteration 21Q: 3 clusters Score -2.302195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182296 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23021954.000000 Penalty: 6009.136719
	Iteration 22Q: 3 clusters Score -2.302195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23021966.000000 Penalty: 6009.136719
	Iteration 23Q: 3 clusters Score -2.302197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23021952.000000 Penalty: 6009.136719
	Iteration 24Q: 3 clusters Score -2.302195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23021952.000000 Penalty: 6009.136719
	Iteration 25F: 3 clusters Score -2.302195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -111869.664062 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -111869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109943.429688 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -109943.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110194.093750 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -110194.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110298.679688 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -110298.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110372.914062 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -110372.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110408.078125 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -110408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110437.164062 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -110437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110460.679688 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110495.429688 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110495.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110534.921875 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -110534.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110554.281250 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -110554.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110568.820312 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -110568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110585.406250 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -110585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110592.765625 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -110592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110597.367188 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -110597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110602.117188 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -110602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110603.671875 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -110603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110605.250000 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -110605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110607.671875 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -110607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110607.671875 Penalty: 3393.441406
	Iteration 18F: 3 clusters Score -110607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Entering Unmasked Estep 
Score: -1764796.125000 Penalty: 2364.148926
	Iteration 0F: 2 clusters Score -1764796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1754701.750000 Penalty: 4728.297852
	Iteration 0F: 3 clusters Score -1754702 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1757764.125000 Penalty: 4728.297852
	Iteration 1F: 3 clusters Score -1757764 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1758168.625000 Penalty: 4728.297852
	Iteration 2F: 3 clusters Score -1758169 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1758537.875000 Penalty: 4728.297852
	Iteration 3F: 3 clusters Score -1758538 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1758907.875000 Penalty: 4728.297852
	Iteration 4F: 3 clusters Score -1758908 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1759286.250000 Penalty: 4728.297852
	Iteration 5F: 3 clusters Score -1759286 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1759676.500000 Penalty: 4728.297852
	Iteration 6F: 3 clusters Score -1759676 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1760158.125000 Penalty: 4728.297852
	Iteration 7F: 3 clusters Score -1760158 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1760702.000000 Penalty: 4728.297852
	Iteration 8F: 3 clusters Score -1760702 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1761258.000000 Penalty: 4728.297852
	Iteration 9Q: 3 clusters Score -1761258 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1761779.375000 Penalty: 4728.297852
	Iteration 10Q: 3 clusters Score -1761779 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1762176.875000 Penalty: 4728.297852
	Iteration 11Q: 3 clusters Score -1762177 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1762399.000000 Penalty: 4728.297852
	Iteration 12Q: 3 clusters Score -1762399 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1762503.750000 Penalty: 4728.297852
	Iteration 13Q: 3 clusters Score -1762504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1762564.000000 Penalty: 4728.297852
	Iteration 14Q: 3 clusters Score -1762564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1762608.500000 Penalty: 4728.297852
	Iteration 15Q: 3 clusters Score -1762608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1762632.000000 Penalty: 4728.297852
	Iteration 16Q: 3 clusters Score -1762632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1762655.000000 Penalty: 4728.297852
	Iteration 17Q: 3 clusters Score -1762655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1762676.375000 Penalty: 4728.297852
	Iteration 18Q: 3 clusters Score -1762676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1762698.500000 Penalty: 4728.297852
	Iteration 19Q: 3 clusters Score -1762698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1762715.375000 Penalty: 4728.297852
	Iteration 20F: 3 clusters Score -1762715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1762719.375000 Penalty: 4728.297852
	Iteration 21Q: 3 clusters Score -1762719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1762729.000000 Penalty: 4728.297852
	Iteration 22Q: 3 clusters Score -1762729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1762738.125000 Penalty: 4728.297852
	Iteration 23Q: 3 clusters Score -1762738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1762747.625000 Penalty: 4728.297852
	Iteration 24Q: 3 clusters Score -1762748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1762752.750000 Penalty: 4728.297852
	Iteration 25Q: 3 clusters Score -1762753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1762753.750000 Penalty: 4728.297852
	Iteration 26Q: 3 clusters Score -1762754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1762760.625000 Penalty: 4728.297852
	Iteration 27Q: 3 clusters Score -1762761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1762764.500000 Penalty: 4728.297852
	Iteration 28Q: 3 clusters Score -1762764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1762771.125000 Penalty: 4728.297852
	Iteration 29Q: 3 clusters Score -1762771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1762773.500000 Penalty: 4728.297852
	Iteration 30Q: 3 clusters Score -1762774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1762774.000000 Penalty: 4728.297852
	Iteration 31Q: 3 clusters Score -1762774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1762775.375000 Penalty: 4728.297852
	Iteration 32Q: 3 clusters Score -1762775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1762777.625000 Penalty: 4728.297852
	Iteration 33Q: 3 clusters Score -1762778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1762779.625000 Penalty: 4728.297852
	Iteration 34Q: 3 clusters Score -1762780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1762781.000000 Penalty: 4728.297852
	Iteration 35Q: 3 clusters Score -1762781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1762781.625000 Penalty: 4728.297852
	Iteration 36Q: 3 clusters Score -1762782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1762782.875000 Penalty: 4728.297852
	Iteration 37Q: 3 clusters Score -1762783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1762784.625000 Penalty: 4728.297852
	Iteration 38Q: 3 clusters Score -1762785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1762784.125000 Penalty: 4728.297852
	Iteration 39Q: 3 clusters Score -1762784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1762784.125000 Penalty: 4728.297852
	Iteration 40F: 3 clusters Score -1762784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 289 members 
Entering Unmasked Estep 
Score: -66911.484375 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66911.48 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67147.218750 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67147.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67229.351562 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67229.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67255.710938 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67255.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67258.625000 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67258.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67258.625000 Penalty: 3136.882080
	Iteration 5F: 3 clusters Score -67258.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30745.652344 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30745.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30940.341797 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30940.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30981.763672 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30981.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31035.855469 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -31035.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31084.802734 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -31084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31124.824219 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -31124.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31163.839844 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -31163.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31204.156250 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -31204.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31248.935547 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -31248.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31286.500000 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -31286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31297.601562 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -31297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31305.636719 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -31305.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31330.263672 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -31330.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31343.544922 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -31343.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31360.931641 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -31360.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31413.179688 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -31413.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31451.773438 Penalty: 2871.820312
	Iteration 16Q: 3 clusters Score -31451.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31473.783203 Penalty: 2871.820312
	Iteration 17Q: 3 clusters Score -31473.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31487.978516 Penalty: 2871.820312
	Iteration 18Q: 3 clusters Score -31487.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31530.041016 Penalty: 2871.820312
	Iteration 19Q: 3 clusters Score -31530.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31576.996094 Penalty: 2871.820312
	Iteration 20F: 3 clusters Score -31577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31635.812500 Penalty: 2871.820312
	Iteration 21Q: 3 clusters Score -31635.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31669.105469 Penalty: 2871.820312
	Iteration 22Q: 3 clusters Score -31669.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31819.457031 Penalty: 2871.820312
	Iteration 23Q: 3 clusters Score -31819.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31995.248047 Penalty: 2871.820312
	Iteration 24Q: 3 clusters Score -31995.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32040.042969 Penalty: 2871.820312
	Iteration 25Q: 3 clusters Score -32040.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32064.865234 Penalty: 2871.820312
	Iteration 26Q: 3 clusters Score -32064.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32105.820312 Penalty: 2871.820312
	Iteration 27Q: 3 clusters Score -32105.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32114.074219 Penalty: 2871.820312
	Iteration 28Q: 3 clusters Score -32114.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32129.013672 Penalty: 2871.820312
	Iteration 29Q: 3 clusters Score -32129.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32129.013672 Penalty: 2871.820312
	Iteration 30F: 3 clusters Score -32129.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 182626 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 54 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 89848 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 168890 members 
Mstep: Class 18 contains 17521 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16805 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163697 members 
Mstep: Class 24 contains 273 members 
Entering Unmasked Estep 
Score: -105762248.000000 Penalty: 81311.140625
Splitting cluster 12 changes total score from -105764040.000000 to -105762248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -79983.703125 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -79983.7 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 371 members 
Entering Unmasked Estep 
Score: -78346.351562 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -78346.35 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78675.664062 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -78675.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78813.718750 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -78813.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78872.507812 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -78872.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78900.882812 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -78900.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78941.218750 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -78941.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79035.718750 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -79035.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79109.828125 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -79109.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79151.968750 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -79151.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79191.734375 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -79191.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79227.617188 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -79227.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79260.953125 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -79260.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79286.242188 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -79286.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79306.531250 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -79306.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79329.460938 Penalty: 3253.569092
	Iteration 14Q: 3 clusters Score -79329.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79359.125000 Penalty: 3253.569092
	Iteration 15Q: 3 clusters Score -79359.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79377.023438 Penalty: 3253.569092
	Iteration 16Q: 3 clusters Score -79377.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79390.437500 Penalty: 3253.569092
	Iteration 17Q: 3 clusters Score -79390.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79402.210938 Penalty: 3253.569092
	Iteration 18Q: 3 clusters Score -79402.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79404.398438 Penalty: 3253.569092
	Iteration 19Q: 3 clusters Score -79404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79404.398438 Penalty: 3253.569092
	Iteration 20F: 3 clusters Score -79404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (89848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Entering Unmasked Estep 
Score: -11042464.000000 Penalty: 2828.656738
	Iteration 0F: 2 clusters Score -1.104246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -10982093.000000 Penalty: 5657.313477
	Iteration 0F: 3 clusters Score -1.098209e+07 nChanged 42348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -11006118.000000 Penalty: 5657.313477
	Iteration 1F: 3 clusters Score -1.100612e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -11006781.000000 Penalty: 5657.313477
	Iteration 2Q: 3 clusters Score -1.100678e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -11007595.000000 Penalty: 5657.313477
	Iteration 3Q: 3 clusters Score -1.10076e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -11009130.000000 Penalty: 5657.313477
	Iteration 4Q: 3 clusters Score -1.100913e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -11011752.000000 Penalty: 5657.313477
	Iteration 5F: 3 clusters Score -1.101175e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -11016213.000000 Penalty: 5657.313477
	Iteration 6F: 3 clusters Score -1.101621e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -11023465.000000 Penalty: 5657.313477
	Iteration 7F: 3 clusters Score -1.102346e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -11031570.000000 Penalty: 5657.313477
	Iteration 8F: 3 clusters Score -1.103157e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11036935.000000 Penalty: 5657.313477
	Iteration 9F: 3 clusters Score -1.103694e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11039084.000000 Penalty: 5657.313477
	Iteration 10Q: 3 clusters Score -1.103908e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11039604.000000 Penalty: 5657.313477
	Iteration 11Q: 3 clusters Score -1.10396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11039753.000000 Penalty: 5657.313477
	Iteration 12Q: 3 clusters Score -1.103975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11039825.000000 Penalty: 5657.313477
	Iteration 13Q: 3 clusters Score -1.103982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11039863.000000 Penalty: 5657.313477
	Iteration 14Q: 3 clusters Score -1.103986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11039884.000000 Penalty: 5657.313477
	Iteration 15Q: 3 clusters Score -1.103988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11039919.000000 Penalty: 5657.313477
	Iteration 16Q: 3 clusters Score -1.103992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11039933.000000 Penalty: 5657.313477
	Iteration 17Q: 3 clusters Score -1.103993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11039932.000000 Penalty: 5657.313477
	Iteration 18Q: 3 clusters Score -1.103993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11039937.000000 Penalty: 5657.313477
	Iteration 19Q: 3 clusters Score -1.103994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11039937.000000 Penalty: 5657.313477
	Iteration 20F: 3 clusters Score -1.103994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11039952.000000 Penalty: 5657.313477
	Iteration 21Q: 3 clusters Score -1.103995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11039975.000000 Penalty: 5657.313477
	Iteration 22Q: 3 clusters Score -1.103998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11039979.000000 Penalty: 5657.313477
	Iteration 23Q: 3 clusters Score -1.103998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11039980.000000 Penalty: 5657.313477
	Iteration 24Q: 3 clusters Score -1.103998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89692 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11039988.000000 Penalty: 5657.313477
	Iteration 25Q: 3 clusters Score -1.103999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11039993.000000 Penalty: 5657.313477
	Iteration 26Q: 3 clusters Score -1.103999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11039998.000000 Penalty: 5657.313477
	Iteration 27Q: 3 clusters Score -1.104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11039998.000000 Penalty: 5657.313477
	Iteration 28Q: 3 clusters Score -1.104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11039998.000000 Penalty: 5657.313477
	Iteration 29F: 3 clusters Score -1.104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 334 members 
Entering Unmasked Estep 
Score: -71098.164062 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71098.16 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71473.875000 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71473.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72010.687500 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -72010.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72327.109375 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -72327.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72492.437500 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -72492.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -72591.632812 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -72591.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -72670.953125 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -72670.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -72717.648438 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72717.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72726.039062 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72726.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72726.039062 Penalty: 3223.147949
	Iteration 9F: 3 clusters Score -72726.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -1316035.250000 Penalty: 2292.048096
	Iteration 0F: 2 clusters Score -1316035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1308184.625000 Penalty: 4584.096191
	Iteration 0F: 3 clusters Score -1308185 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1310409.375000 Penalty: 4584.096191
	Iteration 1F: 3 clusters Score -1310409 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1310701.375000 Penalty: 4584.096191
	Iteration 2F: 3 clusters Score -1310701 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1310926.375000 Penalty: 4584.096191
	Iteration 3Q: 3 clusters Score -1310926 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1311156.000000 Penalty: 4584.096191
	Iteration 4Q: 3 clusters Score -1311156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1311392.750000 Penalty: 4584.096191
	Iteration 5Q: 3 clusters Score -1311393 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1311706.750000 Penalty: 4584.096191
	Iteration 6Q: 3 clusters Score -1311707 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1312090.250000 Penalty: 4584.096191
	Iteration 7F: 3 clusters Score -1312090 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1312487.375000 Penalty: 4584.096191
	Iteration 8F: 3 clusters Score -1312487 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1312943.500000 Penalty: 4584.096191
	Iteration 9F: 3 clusters Score -1312944 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1313371.625000 Penalty: 4584.096191
	Iteration 10F: 3 clusters Score -1313372 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1313713.000000 Penalty: 4584.096191
	Iteration 11Q: 3 clusters Score -1313713 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1314015.125000 Penalty: 4584.096191
	Iteration 12Q: 3 clusters Score -1314015 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1314254.375000 Penalty: 4584.096191
	Iteration 13Q: 3 clusters Score -1314254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1314458.250000 Penalty: 4584.096191
	Iteration 14Q: 3 clusters Score -1314458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1314587.625000 Penalty: 4584.096191
	Iteration 15Q: 3 clusters Score -1314588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1314661.625000 Penalty: 4584.096191
	Iteration 16Q: 3 clusters Score -1314662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1314714.500000 Penalty: 4584.096191
	Iteration 17Q: 3 clusters Score -1314714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1314751.250000 Penalty: 4584.096191
	Iteration 18Q: 3 clusters Score -1314751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1314796.750000 Penalty: 4584.096191
	Iteration 19Q: 3 clusters Score -1314797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1314825.250000 Penalty: 4584.096191
	Iteration 20F: 3 clusters Score -1314825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1314841.375000 Penalty: 4584.096191
	Iteration 21Q: 3 clusters Score -1314841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1314848.750000 Penalty: 4584.096191
	Iteration 22Q: 3 clusters Score -1314849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1314854.000000 Penalty: 4584.096191
	Iteration 23Q: 3 clusters Score -1314854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1314858.125000 Penalty: 4584.096191
	Iteration 24Q: 3 clusters Score -1314858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1314861.000000 Penalty: 4584.096191
	Iteration 25Q: 3 clusters Score -1314861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1314865.375000 Penalty: 4584.096191
	Iteration 26Q: 3 clusters Score -1314865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1314868.500000 Penalty: 4584.096191
	Iteration 27Q: 3 clusters Score -1314868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1314869.250000 Penalty: 4584.096191
	Iteration 28Q: 3 clusters Score -1314869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1314867.625000 Penalty: 4584.096191
	Iteration 29Q: 3 clusters Score -1314868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1314868.375000 Penalty: 4584.096191
	Iteration 30Q: 3 clusters Score -1314868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1314872.125000 Penalty: 4584.096191
	Iteration 31Q: 3 clusters Score -1314872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1314870.750000 Penalty: 4584.096191
	Iteration 32Q: 3 clusters Score -1314871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1314875.625000 Penalty: 4584.096191
	Iteration 33Q: 3 clusters Score -1314876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1314879.625000 Penalty: 4584.096191
	Iteration 34Q: 3 clusters Score -1314880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1314880.125000 Penalty: 4584.096191
	Iteration 35Q: 3 clusters Score -1314880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1314882.125000 Penalty: 4584.096191
	Iteration 36Q: 3 clusters Score -1314882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1314882.875000 Penalty: 4584.096191
	Iteration 37Q: 3 clusters Score -1314883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1314885.125000 Penalty: 4584.096191
	Iteration 38Q: 3 clusters Score -1314885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1314886.875000 Penalty: 4584.096191
	Iteration 39Q: 3 clusters Score -1314887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1314887.000000 Penalty: 4584.096191
	Iteration 40F: 3 clusters Score -1314887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (168890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Entering Unmasked Estep 
Score: -21211028.000000 Penalty: 2985.176758
	Iteration 0F: 2 clusters Score -2.121103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -21100220.000000 Penalty: 5970.353516
	Iteration 0F: 3 clusters Score -2.110022e+07 nChanged 80845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -21147338.000000 Penalty: 5970.353516
	Iteration 1F: 3 clusters Score -2.114734e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -21148102.000000 Penalty: 5970.353516
	Iteration 2Q: 3 clusters Score -2.11481e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -21149024.000000 Penalty: 5970.353516
	Iteration 3Q: 3 clusters Score -2.114902e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -21150340.000000 Penalty: 5970.353516
	Iteration 4Q: 3 clusters Score -2.115034e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -21152328.000000 Penalty: 5970.353516
	Iteration 5Q: 3 clusters Score -2.115233e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -21155526.000000 Penalty: 5970.353516
	Iteration 6Q: 3 clusters Score -2.115553e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -21161708.000000 Penalty: 5970.353516
	Iteration 7F: 3 clusters Score -2.116171e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -21171290.000000 Penalty: 5970.353516
	Iteration 8F: 3 clusters Score -2.117129e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -21183876.000000 Penalty: 5970.353516
	Iteration 9F: 3 clusters Score -2.118388e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -21195796.000000 Penalty: 5970.353516
	Iteration 10F: 3 clusters Score -2.11958e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -21202964.000000 Penalty: 5970.353516
	Iteration 11Q: 3 clusters Score -2.120296e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -21206198.000000 Penalty: 5970.353516
	Iteration 12Q: 3 clusters Score -2.12062e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21207536.000000 Penalty: 5970.353516
	Iteration 13Q: 3 clusters Score -2.120754e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21207946.000000 Penalty: 5970.353516
	Iteration 14Q: 3 clusters Score -2.120795e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21208134.000000 Penalty: 5970.353516
	Iteration 15Q: 3 clusters Score -2.120813e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168540 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21208192.000000 Penalty: 5970.353516
	Iteration 16Q: 3 clusters Score -2.120819e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21208268.000000 Penalty: 5970.353516
	Iteration 17Q: 3 clusters Score -2.120827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21208332.000000 Penalty: 5970.353516
	Iteration 18Q: 3 clusters Score -2.120833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21208338.000000 Penalty: 5970.353516
	Iteration 19Q: 3 clusters Score -2.120834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168629 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21208362.000000 Penalty: 5970.353516
	Iteration 20F: 3 clusters Score -2.120836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5970.353516
	Iteration 21Q: 3 clusters Score -2.120838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21208394.000000 Penalty: 5970.353516
	Iteration 22Q: 3 clusters Score -2.120839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21208390.000000 Penalty: 5970.353516
	Iteration 23Q: 3 clusters Score -2.120839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21208390.000000 Penalty: 5970.353516
	Iteration 24Q: 3 clusters Score -2.120839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21208390.000000 Penalty: 5970.353516
	Iteration 25F: 3 clusters Score -2.120839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Entering Unmasked Estep 
Score: -2232672.750000 Penalty: 2423.246582
	Iteration 0F: 2 clusters Score -2232673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2220203.750000 Penalty: 4846.493164
	Iteration 0F: 3 clusters Score -2220204 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2224160.750000 Penalty: 4846.493164
	Iteration 1F: 3 clusters Score -2224161 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2224488.250000 Penalty: 4846.493164
	Iteration 2F: 3 clusters Score -2224488 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2224778.500000 Penalty: 4846.493164
	Iteration 3Q: 3 clusters Score -2224778 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2225070.500000 Penalty: 4846.493164
	Iteration 4Q: 3 clusters Score -2225070 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2225345.000000 Penalty: 4846.493164
	Iteration 5Q: 3 clusters Score -2225345 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2225615.250000 Penalty: 4846.493164
	Iteration 6Q: 3 clusters Score -2225615 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2225861.500000 Penalty: 4846.493164
	Iteration 7Q: 3 clusters Score -2225862 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2226101.500000 Penalty: 4846.493164
	Iteration 8Q: 3 clusters Score -2226102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2226320.500000 Penalty: 4846.493164
	Iteration 9Q: 3 clusters Score -2226320 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2226573.000000 Penalty: 4846.493164
	Iteration 10Q: 3 clusters Score -2226573 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2226880.250000 Penalty: 4846.493164
	Iteration 11Q: 3 clusters Score -2226880 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2227223.250000 Penalty: 4846.493164
	Iteration 12Q: 3 clusters Score -2227223 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2227615.000000 Penalty: 4846.493164
	Iteration 13Q: 3 clusters Score -2227615 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2227972.000000 Penalty: 4846.493164
	Iteration 14Q: 3 clusters Score -2227972 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2228302.250000 Penalty: 4846.493164
	Iteration 15Q: 3 clusters Score -2228302 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2228539.500000 Penalty: 4846.493164
	Iteration 16Q: 3 clusters Score -2228540 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2228702.000000 Penalty: 4846.493164
	Iteration 17Q: 3 clusters Score -2228702 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2228818.000000 Penalty: 4846.493164
	Iteration 18Q: 3 clusters Score -2228818 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2228891.250000 Penalty: 4846.493164
	Iteration 19Q: 3 clusters Score -2228891 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2228939.500000 Penalty: 4846.493164
	Iteration 20F: 3 clusters Score -2228940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2228977.500000 Penalty: 4846.493164
	Iteration 21Q: 3 clusters Score -2228978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2229005.500000 Penalty: 4846.493164
	Iteration 22Q: 3 clusters Score -2229006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2229043.500000 Penalty: 4846.493164
	Iteration 23Q: 3 clusters Score -2229044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2229066.750000 Penalty: 4846.493164
	Iteration 24Q: 3 clusters Score -2229067 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2229087.000000 Penalty: 4846.493164
	Iteration 25Q: 3 clusters Score -2229087 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2229113.500000 Penalty: 4846.493164
	Iteration 26Q: 3 clusters Score -2229114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2229129.750000 Penalty: 4846.493164
	Iteration 27Q: 3 clusters Score -2229130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2229135.750000 Penalty: 4846.493164
	Iteration 28Q: 3 clusters Score -2229136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2229155.750000 Penalty: 4846.493164
	Iteration 29Q: 3 clusters Score -2229156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2229181.250000 Penalty: 4846.493164
	Iteration 30Q: 3 clusters Score -2229181 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2229199.750000 Penalty: 4846.493164
	Iteration 31Q: 3 clusters Score -2229200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2229217.500000 Penalty: 4846.493164
	Iteration 32Q: 3 clusters Score -2229218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2229236.750000 Penalty: 4846.493164
	Iteration 33Q: 3 clusters Score -2229237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2229255.250000 Penalty: 4846.493164
	Iteration 34Q: 3 clusters Score -2229255 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2229265.500000 Penalty: 4846.493164
	Iteration 35Q: 3 clusters Score -2229266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2229272.500000 Penalty: 4846.493164
	Iteration 36Q: 3 clusters Score -2229272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2229292.000000 Penalty: 4846.493164
	Iteration 37Q: 3 clusters Score -2229292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2229297.250000 Penalty: 4846.493164
	Iteration 38Q: 3 clusters Score -2229297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2229312.750000 Penalty: 4846.493164
	Iteration 39Q: 3 clusters Score -2229313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2229322.250000 Penalty: 4846.493164
	Iteration 40F: 3 clusters Score -2229322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2229344.500000 Penalty: 4846.493164
	Iteration 41Q: 3 clusters Score -2229344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2229356.750000 Penalty: 4846.493164
	Iteration 42Q: 3 clusters Score -2229357 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2229366.750000 Penalty: 4846.493164
	Iteration 43Q: 3 clusters Score -2229367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2229381.000000 Penalty: 4846.493164
	Iteration 44Q: 3 clusters Score -2229381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2229387.000000 Penalty: 4846.493164
	Iteration 45Q: 3 clusters Score -2229387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2229389.750000 Penalty: 4846.493164
	Iteration 46Q: 3 clusters Score -2229390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2229395.750000 Penalty: 4846.493164
	Iteration 47Q: 3 clusters Score -2229396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2229413.000000 Penalty: 4846.493164
	Iteration 48Q: 3 clusters Score -2229413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2229419.000000 Penalty: 4846.493164
	Iteration 49Q: 3 clusters Score -2229419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2229415.750000 Penalty: 4846.493164
	Iteration 50Q: 3 clusters Score -2229416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2229425.500000 Penalty: 4846.493164
	Iteration 51Q: 3 clusters Score -2229426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2229421.000000 Penalty: 4846.493164
	Iteration 52Q: 3 clusters Score -2229421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2229426.250000 Penalty: 4846.493164
	Iteration 53Q: 3 clusters Score -2229426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2229432.500000 Penalty: 4846.493164
	Iteration 54Q: 3 clusters Score -2229432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2229436.250000 Penalty: 4846.493164
	Iteration 55Q: 3 clusters Score -2229436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2229438.750000 Penalty: 4846.493164
	Iteration 56Q: 3 clusters Score -2229439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2229441.000000 Penalty: 4846.493164
	Iteration 57Q: 3 clusters Score -2229441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2229437.000000 Penalty: 4846.493164
	Iteration 58Q: 3 clusters Score -2229437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2229438.250000 Penalty: 4846.493164
	Iteration 59Q: 3 clusters Score -2229438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2229438.250000 Penalty: 4846.493164
	Iteration 60F: 3 clusters Score -2229438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -205713.421875 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -205713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203325.484375 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -203325.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -203996.593750 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -203996.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -204245.562500 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -204245.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -204428.234375 Penalty: 3702.680908
	Iteration 3F: 3 clusters Score -204428.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -204618.203125 Penalty: 3702.680908
	Iteration 4F: 3 clusters Score -204618.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -204740.125000 Penalty: 3702.680908
	Iteration 5F: 3 clusters Score -204740.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -204812.187500 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -204812.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -204873.171875 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -204873.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -204951.500000 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -204951.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -204986.625000 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -204986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -205017.453125 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -205017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -205048.625000 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -205048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -205073.453125 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -205073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205095.218750 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -205095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -205102.546875 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -205102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -205106.125000 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -205106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -205110.093750 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -205110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -205113.859375 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -205113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -205113.859375 Penalty: 3702.680908
	Iteration 18F: 3 clusters Score -205113.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29516.404297 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29516.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29811.365234 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29811.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29930.490234 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29930.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30016.109375 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -30016.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30052.427734 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -30052.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30075.080078 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -30075.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30103.234375 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -30103.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30166.046875 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -30166.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30288.904297 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -30288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30382.810547 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -30382.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30460.656250 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -30460.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30567.419922 Penalty: 2873.334717
	Iteration 11Q: 3 clusters Score -30567.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30590.572266 Penalty: 2873.334717
	Iteration 12Q: 3 clusters Score -30590.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30601.207031 Penalty: 2873.334717
	Iteration 13Q: 3 clusters Score -30601.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30602.265625 Penalty: 2873.334717
	Iteration 14Q: 3 clusters Score -30602.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30603.312500 Penalty: 2873.334717
	Iteration 15F: 3 clusters Score -30603.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30681.228516 Penalty: 2873.334717
	Iteration 16Q: 3 clusters Score -30681.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30681.228516 Penalty: 2873.334717
	Iteration 17F: 3 clusters Score -30681.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Entering Unmasked Estep 
Score: -2034477.000000 Penalty: 2412.899170
	Iteration 0F: 2 clusters Score -2034477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2022425.250000 Penalty: 4825.798340
	Iteration 0F: 3 clusters Score -2022425 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2026301.500000 Penalty: 4825.798340
	Iteration 1F: 3 clusters Score -2026302 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2026618.375000 Penalty: 4825.798340
	Iteration 2F: 3 clusters Score -2026618 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2026854.875000 Penalty: 4825.798340
	Iteration 3Q: 3 clusters Score -2026855 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2027061.250000 Penalty: 4825.798340
	Iteration 4Q: 3 clusters Score -2027061 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2027264.000000 Penalty: 4825.798340
	Iteration 5Q: 3 clusters Score -2027264 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2027493.000000 Penalty: 4825.798340
	Iteration 6Q: 3 clusters Score -2027493 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2027764.250000 Penalty: 4825.798340
	Iteration 7Q: 3 clusters Score -2027764 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2028077.375000 Penalty: 4825.798340
	Iteration 8Q: 3 clusters Score -2028077 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2028535.625000 Penalty: 4825.798340
	Iteration 9Q: 3 clusters Score -2028536 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2029193.000000 Penalty: 4825.798340
	Iteration 10F: 3 clusters Score -2029193 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2029954.750000 Penalty: 4825.798340
	Iteration 11F: 3 clusters Score -2029955 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2030785.625000 Penalty: 4825.798340
	Iteration 12F: 3 clusters Score -2030786 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2031421.375000 Penalty: 4825.798340
	Iteration 13Q: 3 clusters Score -2031421 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2031826.000000 Penalty: 4825.798340
	Iteration 14Q: 3 clusters Score -2031826 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2032054.125000 Penalty: 4825.798340
	Iteration 15Q: 3 clusters Score -2032054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2032165.750000 Penalty: 4825.798340
	Iteration 16Q: 3 clusters Score -2032166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2032222.250000 Penalty: 4825.798340
	Iteration 17Q: 3 clusters Score -2032222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2032267.000000 Penalty: 4825.798340
	Iteration 18Q: 3 clusters Score -2032267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2032309.125000 Penalty: 4825.798340
	Iteration 19Q: 3 clusters Score -2032309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2032319.875000 Penalty: 4825.798340
	Iteration 20F: 3 clusters Score -2032320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2032338.000000 Penalty: 4825.798340
	Iteration 21Q: 3 clusters Score -2032338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2032349.500000 Penalty: 4825.798340
	Iteration 22Q: 3 clusters Score -2032350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2032359.875000 Penalty: 4825.798340
	Iteration 23Q: 3 clusters Score -2032360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2032366.500000 Penalty: 4825.798340
	Iteration 24Q: 3 clusters Score -2032366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2032371.000000 Penalty: 4825.798340
	Iteration 25Q: 3 clusters Score -2032371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2032375.500000 Penalty: 4825.798340
	Iteration 26Q: 3 clusters Score -2032376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2032382.625000 Penalty: 4825.798340
	Iteration 27Q: 3 clusters Score -2032383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2032389.000000 Penalty: 4825.798340
	Iteration 28Q: 3 clusters Score -2032389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2032394.625000 Penalty: 4825.798340
	Iteration 29Q: 3 clusters Score -2032395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2032396.625000 Penalty: 4825.798340
	Iteration 30Q: 3 clusters Score -2032397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2032398.875000 Penalty: 4825.798340
	Iteration 31Q: 3 clusters Score -2032399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2032400.625000 Penalty: 4825.798340
	Iteration 32Q: 3 clusters Score -2032401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2032400.625000 Penalty: 4825.798340
	Iteration 33F: 3 clusters Score -2032401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63357.648438 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63357.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63582.226562 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63582.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63696.949219 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63696.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63785.792969 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63785.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63890.488281 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63890.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63950.941406 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63950.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63989.277344 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63989.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64023.574219 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -64023.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64048.277344 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -64048.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64080.777344 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -64080.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64102.250000 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -64102.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64124.449219 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -64124.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64145.925781 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -64145.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64161.492188 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -64161.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64172.617188 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -64172.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64184.953125 Penalty: 3171.221191
	Iteration 15Q: 3 clusters Score -64184.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64193.484375 Penalty: 3171.221191
	Iteration 16Q: 3 clusters Score -64193.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64194.917969 Penalty: 3171.221191
	Iteration 17Q: 3 clusters Score -64194.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64194.917969 Penalty: 3171.221191
	Iteration 18F: 3 clusters Score -64194.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (163697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163697 members 
Entering Unmasked Estep 
Score: -20521096.000000 Penalty: 2977.431641
	Iteration 0F: 2 clusters Score -2.05211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -20414500.000000 Penalty: 5954.863281
	Iteration 0F: 3 clusters Score -2.04145e+07 nChanged 78117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -20460162.000000 Penalty: 5954.863281
	Iteration 1F: 3 clusters Score -2.046016e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -20461288.000000 Penalty: 5954.863281
	Iteration 2Q: 3 clusters Score -2.046129e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -20462508.000000 Penalty: 5954.863281
	Iteration 3Q: 3 clusters Score -2.046251e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -20464422.000000 Penalty: 5954.863281
	Iteration 4Q: 3 clusters Score -2.046442e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -20467184.000000 Penalty: 5954.863281
	Iteration 5Q: 3 clusters Score -2.046718e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -20471216.000000 Penalty: 5954.863281
	Iteration 6Q: 3 clusters Score -2.047122e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -20476832.000000 Penalty: 5954.863281
	Iteration 7F: 3 clusters Score -2.047683e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -20484918.000000 Penalty: 5954.863281
	Iteration 8F: 3 clusters Score -2.048492e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -20494840.000000 Penalty: 5954.863281
	Iteration 9F: 3 clusters Score -2.049484e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145870 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -20504908.000000 Penalty: 5954.863281
	Iteration 10F: 3 clusters Score -2.050491e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -20512274.000000 Penalty: 5954.863281
	Iteration 11F: 3 clusters Score -2.051227e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159877 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -20516102.000000 Penalty: 5954.863281
	Iteration 12Q: 3 clusters Score -2.05161e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162194 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20517574.000000 Penalty: 5954.863281
	Iteration 13Q: 3 clusters Score -2.051757e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20518084.000000 Penalty: 5954.863281
	Iteration 14Q: 3 clusters Score -2.051808e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20518250.000000 Penalty: 5954.863281
	Iteration 15Q: 3 clusters Score -2.051825e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20518364.000000 Penalty: 5954.863281
	Iteration 16Q: 3 clusters Score -2.051836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20518410.000000 Penalty: 5954.863281
	Iteration 17Q: 3 clusters Score -2.051841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20518442.000000 Penalty: 5954.863281
	Iteration 18Q: 3 clusters Score -2.051844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163373 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20518496.000000 Penalty: 5954.863281
	Iteration 19Q: 3 clusters Score -2.05185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20518506.000000 Penalty: 5954.863281
	Iteration 20F: 3 clusters Score -2.051851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20518520.000000 Penalty: 5954.863281
	Iteration 21Q: 3 clusters Score -2.051852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163387 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20518530.000000 Penalty: 5954.863281
	Iteration 22Q: 3 clusters Score -2.051853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163389 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20518534.000000 Penalty: 5954.863281
	Iteration 23Q: 3 clusters Score -2.051853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20518528.000000 Penalty: 5954.863281
	Iteration 24Q: 3 clusters Score -2.051853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20518528.000000 Penalty: 5954.863281
	Iteration 25Q: 3 clusters Score -2.051853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20518528.000000 Penalty: 5954.863281
	Iteration 26F: 3 clusters Score -2.051853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 182626 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 89848 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 168890 members 
Mstep: Class 18 contains 17521 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16805 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764144.000000 Penalty: 77923.179688
Iteration 319Q: 24 clusters Score -1.057641e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 182555 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13795 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 89862 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10293 members 
Mstep: Class 17 contains 168929 members 
Mstep: Class 18 contains 17528 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16813 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764144.000000 Penalty: 77923.179688
Iteration 320F: 24 clusters Score -1.057641e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13885 members 
Mstep: Class 5 contains 12525 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 182448 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13781 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 89885 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10265 members 
Mstep: Class 17 contains 168965 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16820 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764200.000000 Penalty: 77923.179688
Iteration 321Q: 24 clusters Score -1.057642e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155671 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13865 members 
Mstep: Class 5 contains 12577 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 182387 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13762 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 89906 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 168948 members 
Mstep: Class 18 contains 17555 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16826 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763888.000000 Penalty: 77923.179688
Iteration 322Q: 24 clusters Score -1.057639e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155742 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 12618 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 182312 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13748 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 89924 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10228 members 
Mstep: Class 17 contains 168936 members 
Mstep: Class 18 contains 17562 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16831 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763872.000000 Penalty: 77923.179688
Iteration 323Q: 24 clusters Score -1.057639e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13827 members 
Mstep: Class 5 contains 12653 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 182253 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 89956 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 168889 members 
Mstep: Class 18 contains 17563 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16836 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764064.000000 Penalty: 77923.179688
Iteration 324Q: 24 clusters Score -1.057641e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13813 members 
Mstep: Class 5 contains 12688 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 182224 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 89971 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10192 members 
Mstep: Class 17 contains 168802 members 
Mstep: Class 18 contains 17571 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764048.000000 Penalty: 77923.179688
Iteration 325Q: 24 clusters Score -1.05764e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 12729 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 182168 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13718 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90003 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10173 members 
Mstep: Class 17 contains 168698 members 
Mstep: Class 18 contains 17579 members 
Mstep: Class 19 contains 1752 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16851 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764256.000000 Penalty: 77923.179688
Iteration 326Q: 24 clusters Score -1.057643e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156045 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 12770 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 182126 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13702 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 90033 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10156 members 
Mstep: Class 17 contains 168603 members 
Mstep: Class 18 contains 17582 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16857 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764104.000000 Penalty: 77923.179688
Iteration 327Q: 24 clusters Score -1.057641e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13753 members 
Mstep: Class 5 contains 12811 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 182088 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13695 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90062 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 168501 members 
Mstep: Class 18 contains 17585 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16862 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764480.000000 Penalty: 77923.179688
Iteration 328Q: 24 clusters Score -1.057645e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13736 members 
Mstep: Class 5 contains 12847 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 182078 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 90077 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 168417 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16870 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764432.000000 Penalty: 77923.179688
Iteration 329Q: 24 clusters Score -1.057644e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156291 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13717 members 
Mstep: Class 5 contains 12897 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 182052 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90093 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 168339 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16883 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764416.000000 Penalty: 77923.179688
Iteration 330Q: 24 clusters Score -1.057644e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13676 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 182003 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13673 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90124 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 168248 members 
Mstep: Class 18 contains 17587 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16889 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764264.000000 Penalty: 77923.179688
Iteration 331Q: 24 clusters Score -1.057643e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156581 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13655 members 
Mstep: Class 5 contains 12971 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 181931 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90149 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 168167 members 
Mstep: Class 18 contains 17590 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16897 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763968.000000 Penalty: 77923.179688
Iteration 332Q: 24 clusters Score -1.05764e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13639 members 
Mstep: Class 5 contains 13005 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 181876 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90172 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 10006 members 
Mstep: Class 17 contains 168095 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16906 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764128.000000 Penalty: 77923.179688
Iteration 333Q: 24 clusters Score -1.057641e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13610 members 
Mstep: Class 5 contains 13042 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 181828 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 13639 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90193 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9972 members 
Mstep: Class 17 contains 168036 members 
Mstep: Class 18 contains 17585 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16916 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764160.000000 Penalty: 77923.179688
Iteration 334Q: 24 clusters Score -1.057642e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13591 members 
Mstep: Class 5 contains 13087 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 181770 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13616 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90208 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9934 members 
Mstep: Class 17 contains 168008 members 
Mstep: Class 18 contains 17577 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16920 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764248.000000 Penalty: 77923.179688
Iteration 335Q: 24 clusters Score -1.057642e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13562 members 
Mstep: Class 5 contains 13126 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 181704 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13602 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90232 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 167969 members 
Mstep: Class 18 contains 17573 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16924 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764000.000000 Penalty: 77923.179688
Iteration 336Q: 24 clusters Score -1.05764e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13525 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 181659 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90249 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9845 members 
Mstep: Class 17 contains 167955 members 
Mstep: Class 18 contains 17567 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16930 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763920.000000 Penalty: 77923.179688
Iteration 337Q: 24 clusters Score -1.057639e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13496 members 
Mstep: Class 5 contains 13181 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 181592 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13569 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90262 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9804 members 
Mstep: Class 17 contains 167959 members 
Mstep: Class 18 contains 17573 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16935 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763752.000000 Penalty: 77923.179688
Iteration 338Q: 24 clusters Score -1.057638e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13472 members 
Mstep: Class 5 contains 13231 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 181551 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90289 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9760 members 
Mstep: Class 17 contains 167960 members 
Mstep: Class 18 contains 17577 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16939 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763840.000000 Penalty: 77923.179688
Iteration 339Q: 24 clusters Score -1.057638e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13447 members 
Mstep: Class 5 contains 13281 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181519 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90306 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 167957 members 
Mstep: Class 18 contains 17573 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16941 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105763944.000000 Penalty: 77923.179688
Iteration 340F: 24 clusters Score -1.057639e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13422 members 
Mstep: Class 5 contains 13330 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13523 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90329 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9695 members 
Mstep: Class 17 contains 167990 members 
Mstep: Class 18 contains 17569 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16943 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764336.000000 Penalty: 77923.179688
Iteration 341Q: 24 clusters Score -1.057643e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13382 members 
Mstep: Class 5 contains 13392 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 181406 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90354 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 168035 members 
Mstep: Class 18 contains 17572 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16946 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764344.000000 Penalty: 77923.179688
Iteration 342Q: 24 clusters Score -1.057643e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157892 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13348 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 181320 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13490 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 90386 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9621 members 
Mstep: Class 17 contains 168078 members 
Mstep: Class 18 contains 17589 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16948 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764432.000000 Penalty: 77923.179688
Iteration 343Q: 24 clusters Score -1.057644e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13319 members 
Mstep: Class 5 contains 13507 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2388 members 
Mstep: Class 8 contains 181214 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 90411 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9594 members 
Mstep: Class 17 contains 168115 members 
Mstep: Class 18 contains 17597 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16950 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764424.000000 Penalty: 77923.179688
Iteration 344Q: 24 clusters Score -1.057644e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 13574 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2390 members 
Mstep: Class 8 contains 181125 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 90442 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 168154 members 
Mstep: Class 18 contains 17603 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16953 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764600.000000 Penalty: 77923.179688
Iteration 345Q: 24 clusters Score -1.057646e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 13641 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2390 members 
Mstep: Class 8 contains 181018 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90467 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9533 members 
Mstep: Class 17 contains 168207 members 
Mstep: Class 18 contains 17604 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16955 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764512.000000 Penalty: 77923.179688
Iteration 346Q: 24 clusters Score -1.057645e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13263 members 
Mstep: Class 5 contains 13698 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 180896 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13418 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90499 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 168285 members 
Mstep: Class 18 contains 17599 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16958 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764568.000000 Penalty: 77923.179688
Iteration 347Q: 24 clusters Score -1.057646e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157938 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13243 members 
Mstep: Class 5 contains 13752 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2398 members 
Mstep: Class 8 contains 180776 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90538 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 168367 members 
Mstep: Class 18 contains 17599 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16961 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105764720.000000 Penalty: 77923.179688
Iteration 348Q: 24 clusters Score -1.057647e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 13224 members 
Mstep: Class 5 contains 13816 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2397 members 
Mstep: Class 8 contains 180677 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 90571 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9463 members 
Mstep: Class 17 contains 168467 members 
Mstep: Class 18 contains 17602 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16960 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163201 members 
Entering Unmasked Estep 
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Iteration 349Q: 24 clusters Score -1.05765e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 13885 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 180558 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 90611 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 168560 members 
Mstep: Class 18 contains 17593 members 
Mstep: Class 19 contains 1752 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16961 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765320.000000 Penalty: 77923.179688
Iteration 350Q: 24 clusters Score -1.057653e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157724 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13171 members 
Mstep: Class 5 contains 13939 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2405 members 
Mstep: Class 8 contains 180452 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13371 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 90654 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9422 members 
Mstep: Class 17 contains 168651 members 
Mstep: Class 18 contains 17589 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16962 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765808.000000 Penalty: 77923.179688
Iteration 351Q: 24 clusters Score -1.057658e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13149 members 
Mstep: Class 5 contains 13986 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2411 members 
Mstep: Class 8 contains 180334 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13361 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90690 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 168763 members 
Mstep: Class 18 contains 17582 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16966 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765480.000000 Penalty: 77923.179688
Iteration 352Q: 24 clusters Score -1.057655e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 14030 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 180228 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13353 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90741 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 168859 members 
Mstep: Class 18 contains 17564 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16969 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765456.000000 Penalty: 77923.179688
Iteration 353Q: 24 clusters Score -1.057655e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13104 members 
Mstep: Class 5 contains 14083 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 180126 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13343 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90798 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 168929 members 
Mstep: Class 18 contains 17550 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16967 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765576.000000 Penalty: 77923.179688
Iteration 354Q: 24 clusters Score -1.057656e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157550 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13090 members 
Mstep: Class 5 contains 14141 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2421 members 
Mstep: Class 8 contains 180013 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 13323 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90845 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 168989 members 
Mstep: Class 18 contains 17545 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16970 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765816.000000 Penalty: 77923.179688
Iteration 355Q: 24 clusters Score -1.057658e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 14201 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 179952 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 90904 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 169022 members 
Mstep: Class 18 contains 17531 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16971 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765816.000000 Penalty: 77923.179688
Iteration 356Q: 24 clusters Score -1.057658e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 13040 members 
Mstep: Class 5 contains 14264 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2427 members 
Mstep: Class 8 contains 179870 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 90956 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 169064 members 
Mstep: Class 18 contains 17513 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16972 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765720.000000 Penalty: 77923.179688
Iteration 357Q: 24 clusters Score -1.057657e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 13011 members 
Mstep: Class 5 contains 14295 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2435 members 
Mstep: Class 8 contains 179784 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 13235 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 91008 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9283 members 
Mstep: Class 17 contains 169098 members 
Mstep: Class 18 contains 17492 members 
Mstep: Class 19 contains 1752 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16972 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 163116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105765832.000000 Penalty: 77923.179688
Iteration 358Q: 24 clusters Score -1.057658e+08 nChanged 1564
Entering ConstructFrom: 
Score: -105765832.000000 Penalty: 77923.179688
Entering ConstructFrom: 
Trying to split cluster 1 (158118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158118 members 
Entering Unmasked Estep 
Score: -20008534.000000 Penalty: 2968.832031
	Iteration 0F: 2 clusters Score -2.000853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -19906082.000000 Penalty: 5937.664062
	Iteration 0F: 3 clusters Score -1.990608e+07 nChanged 75273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -19949674.000000 Penalty: 5937.664062
	Iteration 1F: 3 clusters Score -1.994967e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -19950360.000000 Penalty: 5937.664062
	Iteration 2Q: 3 clusters Score -1.995036e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -19951120.000000 Penalty: 5937.664062
	Iteration 3Q: 3 clusters Score -1.995112e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -19952138.000000 Penalty: 5937.664062
	Iteration 4Q: 3 clusters Score -1.995214e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -19953468.000000 Penalty: 5937.664062
	Iteration 5Q: 3 clusters Score -1.995347e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -19954960.000000 Penalty: 5937.664062
	Iteration 6Q: 3 clusters Score -1.995496e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -19957208.000000 Penalty: 5937.664062
	Iteration 7Q: 3 clusters Score -1.995721e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -19960558.000000 Penalty: 5937.664062
	Iteration 8Q: 3 clusters Score -1.996056e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -19965542.000000 Penalty: 5937.664062
	Iteration 9F: 3 clusters Score -1.996554e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -19972566.000000 Penalty: 5937.664062
	Iteration 10F: 3 clusters Score -1.997257e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -19979872.000000 Penalty: 5937.664062
	Iteration 11F: 3 clusters Score -1.997987e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -19985010.000000 Penalty: 5937.664062
	Iteration 12F: 3 clusters Score -1.998501e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -19987792.000000 Penalty: 5937.664062
	Iteration 13Q: 3 clusters Score -1.998779e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -19988978.000000 Penalty: 5937.664062
	Iteration 14Q: 3 clusters Score -1.998898e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 116370 members 
Entering Unmasked Estep 
Score: -19989990.000000 Penalty: 5937.664062
	Iteration 15Q: 3 clusters Score -1.998999e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -19990958.000000 Penalty: 5937.664062
	Iteration 16Q: 3 clusters Score -1.999096e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -19991960.000000 Penalty: 5937.664062
	Iteration 17Q: 3 clusters Score -1.999196e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 124987 members 
Entering Unmasked Estep 
Score: -19993046.000000 Penalty: 5937.664062
	Iteration 18Q: 3 clusters Score -1.999305e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -19994180.000000 Penalty: 5937.664062
	Iteration 19Q: 3 clusters Score -1.999418e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -19995342.000000 Penalty: 5937.664062
	Iteration 20F: 3 clusters Score -1.999534e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 133947 members 
Entering Unmasked Estep 
Score: -19996806.000000 Penalty: 5937.664062
	Iteration 21Q: 3 clusters Score -1.999681e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 136944 members 
Entering Unmasked Estep 
Score: -19998252.000000 Penalty: 5937.664062
	Iteration 22Q: 3 clusters Score -1.999825e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -19999876.000000 Penalty: 5937.664062
	Iteration 23Q: 3 clusters Score -1.999988e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -20001370.000000 Penalty: 5937.664062
	Iteration 24Q: 3 clusters Score -2.000137e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -20002718.000000 Penalty: 5937.664062
	Iteration 25Q: 3 clusters Score -2.000272e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 147215 members 
Entering Unmasked Estep 
Score: -20003982.000000 Penalty: 5937.664062
	Iteration 26Q: 3 clusters Score -2.000398e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -20004906.000000 Penalty: 5937.664062
	Iteration 27Q: 3 clusters Score -2.000491e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -20005572.000000 Penalty: 5937.664062
	Iteration 28Q: 3 clusters Score -2.000557e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 151817 members 
Entering Unmasked Estep 
Score: -20006114.000000 Penalty: 5937.664062
	Iteration 29Q: 3 clusters Score -2.000611e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 152768 members 
Entering Unmasked Estep 
Score: -20006502.000000 Penalty: 5937.664062
	Iteration 30Q: 3 clusters Score -2.00065e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -20006790.000000 Penalty: 5937.664062
	Iteration 31Q: 3 clusters Score -2.000679e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -20006994.000000 Penalty: 5937.664062
	Iteration 32Q: 3 clusters Score -2.000699e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -20007120.000000 Penalty: 5937.664062
	Iteration 33Q: 3 clusters Score -2.000712e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -20007216.000000 Penalty: 5937.664062
	Iteration 34Q: 3 clusters Score -2.000722e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -20007284.000000 Penalty: 5937.664062
	Iteration 35Q: 3 clusters Score -2.000728e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -20007312.000000 Penalty: 5937.664062
	Iteration 36Q: 3 clusters Score -2.000731e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -20007354.000000 Penalty: 5937.664062
	Iteration 37Q: 3 clusters Score -2.000735e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -20007332.000000 Penalty: 5937.664062
	Iteration 38Q: 3 clusters Score -2.000733e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -20007356.000000 Penalty: 5937.664062
	Iteration 39Q: 3 clusters Score -2.000736e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20007356.000000 Penalty: 5937.664062
	Iteration 40F: 3 clusters Score -2.000736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -20007382.000000 Penalty: 5937.664062
	Iteration 41Q: 3 clusters Score -2.000738e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -20007368.000000 Penalty: 5937.664062
	Iteration 42Q: 3 clusters Score -2.000737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -20007386.000000 Penalty: 5937.664062
	Iteration 43Q: 3 clusters Score -2.000739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -20007400.000000 Penalty: 5937.664062
	Iteration 44Q: 3 clusters Score -2.00074e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -20007376.000000 Penalty: 5937.664062
	Iteration 45Q: 3 clusters Score -2.000738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -20007378.000000 Penalty: 5937.664062
	Iteration 46Q: 3 clusters Score -2.000738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -20007422.000000 Penalty: 5937.664062
	Iteration 47Q: 3 clusters Score -2.000742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -20007398.000000 Penalty: 5937.664062
	Iteration 48Q: 3 clusters Score -2.00074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -20007384.000000 Penalty: 5937.664062
	Iteration 49Q: 3 clusters Score -2.000738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -20007370.000000 Penalty: 5937.664062
	Iteration 50Q: 3 clusters Score -2.000737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -20007378.000000 Penalty: 5937.664062
	Iteration 51Q: 3 clusters Score -2.000738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -20007394.000000 Penalty: 5937.664062
	Iteration 52Q: 3 clusters Score -2.000739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -20007370.000000 Penalty: 5937.664062
	Iteration 53Q: 3 clusters Score -2.000737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 155966 members 
Entering Unmasked Estep 
Score: -20007362.000000 Penalty: 5937.664062
	Iteration 54Q: 3 clusters Score -2.000736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 155966 members 
Entering Unmasked Estep 
Score: -20007366.000000 Penalty: 5937.664062
	Iteration 55Q: 3 clusters Score -2.000737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -20007384.000000 Penalty: 5937.664062
	Iteration 56Q: 3 clusters Score -2.000738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -20007380.000000 Penalty: 5937.664062
	Iteration 57Q: 3 clusters Score -2.000738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -20007374.000000 Penalty: 5937.664062
	Iteration 58Q: 3 clusters Score -2.000737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -20007384.000000 Penalty: 5937.664062
	Iteration 59Q: 3 clusters Score -2.000738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -20007384.000000 Penalty: 5937.664062
	Iteration 60F: 3 clusters Score -2.000738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -283924.093750 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -283924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -281057.593750 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -281057.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -281561.312500 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -281561.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -281672.281250 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -281672.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -281722.156250 Penalty: 3861.098877
	Iteration 3Q: 3 clusters Score -281722.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -281752.343750 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -281752.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -281783.937500 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -281783.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -281814.406250 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -281814.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -281835.062500 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -281835.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -281858.187500 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -281858.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -281883.031250 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -281883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -281921.687500 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -281921.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -281960.406250 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -281960.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281999.156250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -281999.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -282030.750000 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -282030.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -282055.562500 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -282055.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -282081.468750 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -282081.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -282103.312500 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -282103.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -282119.218750 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -282119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -282131.937500 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -282131.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -282142.125000 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -282142.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282155.281250 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -282155.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -282166.781250 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -282166.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -282178.531250 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -282178.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -282189.156250 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -282189.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282206.750000 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -282206.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -282219.156250 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -282219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282227.375000 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -282227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282232.468750 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -282232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -282237.656250 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -282237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -282241.281250 Penalty: 3861.098877
	Iteration 29Q: 3 clusters Score -282241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -282242.250000 Penalty: 3861.098877
	Iteration 30Q: 3 clusters Score -282242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -282242.843750 Penalty: 3861.098877
	Iteration 31Q: 3 clusters Score -282242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -282243.687500 Penalty: 3861.098877
	Iteration 32Q: 3 clusters Score -282243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -282244.468750 Penalty: 3861.098877
	Iteration 33Q: 3 clusters Score -282244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282245.375000 Penalty: 3861.098877
	Iteration 34Q: 3 clusters Score -282245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282246.437500 Penalty: 3861.098877
	Iteration 35Q: 3 clusters Score -282246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282247.531250 Penalty: 3861.098877
	Iteration 36Q: 3 clusters Score -282247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -282248.812500 Penalty: 3861.098877
	Iteration 37Q: 3 clusters Score -282248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282249.000000 Penalty: 3861.098877
	Iteration 38Q: 3 clusters Score -282249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -282250.187500 Penalty: 3861.098877
	Iteration 39Q: 3 clusters Score -282250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -282250.500000 Penalty: 3861.098877
	Iteration 40F: 3 clusters Score -282250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -282250.562500 Penalty: 3861.098877
	Iteration 41Q: 3 clusters Score -282250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -282250.562500 Penalty: 3861.098877
	Iteration 42F: 3 clusters Score -282250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -32705.279297 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -32705.28 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 162 members 
Entering Unmasked Estep 
Score: -31496.658203 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -31496.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31666.750000 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -31666.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31731.365234 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -31731.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31777.380859 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -31777.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31892.496094 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -31892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31954.337891 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -31954.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31973.160156 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -31973.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31974.423828 Penalty: 2854.848145
	Iteration 7Q: 3 clusters Score -31974.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31980.830078 Penalty: 2854.848145
	Iteration 8Q: 3 clusters Score -31980.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31980.830078 Penalty: 2854.848145
	Iteration 9F: 3 clusters Score -31980.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Entering Unmasked Estep 
Score: -1650968.750000 Penalty: 2348.734131
	Iteration 0F: 2 clusters Score -1650969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1641450.750000 Penalty: 4697.468262
	Iteration 0F: 3 clusters Score -1641451 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1644248.000000 Penalty: 4697.468262
	Iteration 1F: 3 clusters Score -1644248 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1644689.250000 Penalty: 4697.468262
	Iteration 2F: 3 clusters Score -1644689 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1645183.250000 Penalty: 4697.468262
	Iteration 3F: 3 clusters Score -1645183 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1645708.125000 Penalty: 4697.468262
	Iteration 4F: 3 clusters Score -1645708 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1646220.750000 Penalty: 4697.468262
	Iteration 5F: 3 clusters Score -1646221 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1646769.750000 Penalty: 4697.468262
	Iteration 6F: 3 clusters Score -1646770 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1647336.375000 Penalty: 4697.468262
	Iteration 7F: 3 clusters Score -1647336 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1647920.000000 Penalty: 4697.468262
	Iteration 8F: 3 clusters Score -1647920 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1648379.500000 Penalty: 4697.468262
	Iteration 9Q: 3 clusters Score -1648380 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1648710.250000 Penalty: 4697.468262
	Iteration 10Q: 3 clusters Score -1648710 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1648955.625000 Penalty: 4697.468262
	Iteration 11Q: 3 clusters Score -1648956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1649105.250000 Penalty: 4697.468262
	Iteration 12Q: 3 clusters Score -1649105 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1649217.750000 Penalty: 4697.468262
	Iteration 13Q: 3 clusters Score -1649218 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1649313.125000 Penalty: 4697.468262
	Iteration 14Q: 3 clusters Score -1649313 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1649403.500000 Penalty: 4697.468262
	Iteration 15Q: 3 clusters Score -1649404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1649471.250000 Penalty: 4697.468262
	Iteration 16Q: 3 clusters Score -1649471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1649529.500000 Penalty: 4697.468262
	Iteration 17Q: 3 clusters Score -1649530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1649567.125000 Penalty: 4697.468262
	Iteration 18Q: 3 clusters Score -1649567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1649591.875000 Penalty: 4697.468262
	Iteration 19Q: 3 clusters Score -1649592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1649605.250000 Penalty: 4697.468262
	Iteration 20F: 3 clusters Score -1649605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1649614.875000 Penalty: 4697.468262
	Iteration 21Q: 3 clusters Score -1649615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1649627.125000 Penalty: 4697.468262
	Iteration 22Q: 3 clusters Score -1649627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1649634.625000 Penalty: 4697.468262
	Iteration 23Q: 3 clusters Score -1649635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1649642.375000 Penalty: 4697.468262
	Iteration 24Q: 3 clusters Score -1649642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1649650.375000 Penalty: 4697.468262
	Iteration 25Q: 3 clusters Score -1649650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1649660.500000 Penalty: 4697.468262
	Iteration 26Q: 3 clusters Score -1649660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1649665.375000 Penalty: 4697.468262
	Iteration 27Q: 3 clusters Score -1649665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1649665.375000 Penalty: 4697.468262
	Iteration 28Q: 3 clusters Score -1649665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1649672.750000 Penalty: 4697.468262
	Iteration 29Q: 3 clusters Score -1649673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1649679.625000 Penalty: 4697.468262
	Iteration 30Q: 3 clusters Score -1649680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1649682.250000 Penalty: 4697.468262
	Iteration 31Q: 3 clusters Score -1649682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1649683.000000 Penalty: 4697.468262
	Iteration 32Q: 3 clusters Score -1649683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1649684.500000 Penalty: 4697.468262
	Iteration 33Q: 3 clusters Score -1649684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1649685.750000 Penalty: 4697.468262
	Iteration 34Q: 3 clusters Score -1649686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1649686.000000 Penalty: 4697.468262
	Iteration 35Q: 3 clusters Score -1649686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1649686.000000 Penalty: 4697.468262
	Iteration 36F: 3 clusters Score -1649686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -1789118.625000 Penalty: 2373.594971
	Iteration 0F: 2 clusters Score -1789119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1778683.125000 Penalty: 4747.189941
	Iteration 0F: 3 clusters Score -1778683 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1782011.625000 Penalty: 4747.189941
	Iteration 1F: 3 clusters Score -1782012 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1782485.750000 Penalty: 4747.189941
	Iteration 2F: 3 clusters Score -1782486 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1783127.750000 Penalty: 4747.189941
	Iteration 3F: 3 clusters Score -1783128 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1783995.500000 Penalty: 4747.189941
	Iteration 4F: 3 clusters Score -1783996 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1785026.125000 Penalty: 4747.189941
	Iteration 5F: 3 clusters Score -1785026 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1786085.125000 Penalty: 4747.189941
	Iteration 6F: 3 clusters Score -1786085 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1786847.375000 Penalty: 4747.189941
	Iteration 7F: 3 clusters Score -1786847 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1787373.250000 Penalty: 4747.189941
	Iteration 8Q: 3 clusters Score -1787373 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1787676.375000 Penalty: 4747.189941
	Iteration 9Q: 3 clusters Score -1787676 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1787862.750000 Penalty: 4747.189941
	Iteration 10Q: 3 clusters Score -1787863 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1787980.125000 Penalty: 4747.189941
	Iteration 11Q: 3 clusters Score -1787980 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1788057.625000 Penalty: 4747.189941
	Iteration 12Q: 3 clusters Score -1788058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1788117.125000 Penalty: 4747.189941
	Iteration 13Q: 3 clusters Score -1788117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1788157.125000 Penalty: 4747.189941
	Iteration 14Q: 3 clusters Score -1788157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1788183.875000 Penalty: 4747.189941
	Iteration 15Q: 3 clusters Score -1788184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1788220.250000 Penalty: 4747.189941
	Iteration 16Q: 3 clusters Score -1788220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1788250.500000 Penalty: 4747.189941
	Iteration 17Q: 3 clusters Score -1788250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1788269.750000 Penalty: 4747.189941
	Iteration 18Q: 3 clusters Score -1788270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1788281.625000 Penalty: 4747.189941
	Iteration 19Q: 3 clusters Score -1788282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1788289.375000 Penalty: 4747.189941
	Iteration 20F: 3 clusters Score -1788289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1788291.875000 Penalty: 4747.189941
	Iteration 21Q: 3 clusters Score -1788292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1788294.875000 Penalty: 4747.189941
	Iteration 22Q: 3 clusters Score -1788295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1788297.625000 Penalty: 4747.189941
	Iteration 23Q: 3 clusters Score -1788298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1788298.750000 Penalty: 4747.189941
	Iteration 24Q: 3 clusters Score -1788299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1788297.250000 Penalty: 4747.189941
	Iteration 25Q: 3 clusters Score -1788297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1788301.250000 Penalty: 4747.189941
	Iteration 26Q: 3 clusters Score -1788301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1788300.000000 Penalty: 4747.189941
	Iteration 27Q: 3 clusters Score -1788300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1788299.750000 Penalty: 4747.189941
	Iteration 28Q: 3 clusters Score -1788300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1788303.000000 Penalty: 4747.189941
	Iteration 29Q: 3 clusters Score -1788303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1788303.875000 Penalty: 4747.189941
	Iteration 30Q: 3 clusters Score -1788304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1788304.375000 Penalty: 4747.189941
	Iteration 31Q: 3 clusters Score -1788304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1788301.375000 Penalty: 4747.189941
	Iteration 32Q: 3 clusters Score -1788301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1788304.250000 Penalty: 4747.189941
	Iteration 33Q: 3 clusters Score -1788304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1788302.250000 Penalty: 4747.189941
	Iteration 34Q: 3 clusters Score -1788302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1788302.375000 Penalty: 4747.189941
	Iteration 35Q: 3 clusters Score -1788302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1788303.250000 Penalty: 4747.189941
	Iteration 36Q: 3 clusters Score -1788303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1788303.500000 Penalty: 4747.189941
	Iteration 37Q: 3 clusters Score -1788304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1788304.375000 Penalty: 4747.189941
	Iteration 38Q: 3 clusters Score -1788304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1788304.625000 Penalty: 4747.189941
	Iteration 39Q: 3 clusters Score -1788305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1788304.625000 Penalty: 4747.189941
	Iteration 40F: 3 clusters Score -1788305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 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 342 members 
Entering Unmasked Estep 
Score: -79657.890625 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79657.89 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79998.898438 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -79998.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80191.796875 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80191.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80360.656250 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80360.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80490.226562 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -80490.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80598.914062 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80598.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80699.523438 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80699.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80784.328125 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80784.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80860.531250 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -80860.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80912.617188 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -80912.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80937.625000 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -80937.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80961.953125 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -80961.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80976.476562 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -80976.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80995.476562 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -80995.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81008.921875 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -81008.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81019.867188 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -81019.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81022.093750 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -81022.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81022.093750 Penalty: 3263.996826
	Iteration 17F: 3 clusters Score -81022.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -300831.281250 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -300831.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -297916.562500 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -297916.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -298528.937500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -298528.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298718.187500 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -298718.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298851.562500 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -298851.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -298970.031250 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -298970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -299081.875000 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -299081.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299206.437500 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -299206.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -299353.218750 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -299353.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -299490.531250 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -299490.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -299651.156250 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -299651.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -299826.062500 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -299826.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -299953.906250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -299953.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -300053.812500 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -300053.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -300135.500000 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -300135.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -300184.437500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -300184.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -300219.312500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -300219.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -300240.093750 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -300240.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -300261.343750 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -300261.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -300274.781250 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -300274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -300295.406250 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -300295.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -300315.968750 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -300316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -300333.781250 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -300333.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -300346.593750 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -300346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -300355.062500 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -300355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -300357.281250 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -300357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -300357.281250 Penalty: 3869.489990
	Iteration 25F: 3 clusters Score -300357.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179652 members 
Entering Unmasked Estep 
Score: -22652826.000000 Penalty: 3000.496582
	Iteration 0F: 2 clusters Score -2.265283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -22541454.000000 Penalty: 6000.993164
	Iteration 0F: 3 clusters Score -2.254145e+07 nChanged 86180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -22591834.000000 Penalty: 6000.993164
	Iteration 1F: 3 clusters Score -2.259183e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -22592908.000000 Penalty: 6000.993164
	Iteration 2Q: 3 clusters Score -2.259291e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -22594346.000000 Penalty: 6000.993164
	Iteration 3Q: 3 clusters Score -2.259435e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -22597378.000000 Penalty: 6000.993164
	Iteration 4Q: 3 clusters Score -2.259738e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -22603030.000000 Penalty: 6000.993164
	Iteration 5F: 3 clusters Score -2.260303e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -22612812.000000 Penalty: 6000.993164
	Iteration 6F: 3 clusters Score -2.261281e+07 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -22626808.000000 Penalty: 6000.993164
	Iteration 7F: 3 clusters Score -2.262681e+07 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 163358 members 
Entering Unmasked Estep 
Score: -22639190.000000 Penalty: 6000.993164
	Iteration 8F: 3 clusters Score -2.263919e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 172985 members 
Entering Unmasked Estep 
Score: -22645614.000000 Penalty: 6000.993164
	Iteration 9F: 3 clusters Score -2.264561e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 177268 members 
Entering Unmasked Estep 
Score: -22648590.000000 Penalty: 6000.993164
	Iteration 10Q: 3 clusters Score -2.264859e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -22649608.000000 Penalty: 6000.993164
	Iteration 11Q: 3 clusters Score -2.264961e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 179173 members 
Entering Unmasked Estep 
Score: -22649880.000000 Penalty: 6000.993164
	Iteration 12Q: 3 clusters Score -2.264988e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -22650040.000000 Penalty: 6000.993164
	Iteration 13Q: 3 clusters Score -2.265004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 179350 members 
Entering Unmasked Estep 
Score: -22650122.000000 Penalty: 6000.993164
	Iteration 14Q: 3 clusters Score -2.265012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 179367 members 
Entering Unmasked Estep 
Score: -22650162.000000 Penalty: 6000.993164
	Iteration 15Q: 3 clusters Score -2.265016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179379 members 
Entering Unmasked Estep 
Score: -22650172.000000 Penalty: 6000.993164
	Iteration 16Q: 3 clusters Score -2.265017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 179385 members 
Entering Unmasked Estep 
Score: -22650198.000000 Penalty: 6000.993164
	Iteration 17Q: 3 clusters Score -2.26502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179386 members 
Entering Unmasked Estep 
Score: -22650204.000000 Penalty: 6000.993164
	Iteration 18Q: 3 clusters Score -2.26502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 179391 members 
Entering Unmasked Estep 
Score: -22650220.000000 Penalty: 6000.993164
	Iteration 19Q: 3 clusters Score -2.265022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -22650232.000000 Penalty: 6000.993164
	Iteration 20F: 3 clusters Score -2.265023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -22650246.000000 Penalty: 6000.993164
	Iteration 21Q: 3 clusters Score -2.265025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 179394 members 
Entering Unmasked Estep 
Score: -22650246.000000 Penalty: 6000.993164
	Iteration 22Q: 3 clusters Score -2.265025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 179394 members 
Entering Unmasked Estep 
Score: -22650246.000000 Penalty: 6000.993164
	Iteration 23F: 3 clusters Score -2.265025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -111653.453125 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -111653.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109784.195312 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -109784.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110056.851562 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -110056.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110148.179688 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -110148.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110199.476562 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -110199.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110228.671875 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -110228.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110260.148438 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -110260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110284.101562 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -110284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110305.164062 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -110305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110324.914062 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -110324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110358.218750 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -110358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110380.289062 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -110380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110396.289062 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -110396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110414.117188 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -110414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110438.210938 Penalty: 3392.380371
	Iteration 13Q: 3 clusters Score -110438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110479.734375 Penalty: 3392.380371
	Iteration 14Q: 3 clusters Score -110479.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110516.718750 Penalty: 3392.380371
	Iteration 15Q: 3 clusters Score -110516.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110553.992188 Penalty: 3392.380371
	Iteration 16Q: 3 clusters Score -110554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110572.812500 Penalty: 3392.380371
	Iteration 17Q: 3 clusters Score -110572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110587.757812 Penalty: 3392.380371
	Iteration 18Q: 3 clusters Score -110587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110599.593750 Penalty: 3392.380371
	Iteration 19Q: 3 clusters Score -110599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110603.171875 Penalty: 3392.380371
	Iteration 20F: 3 clusters Score -110603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110606.945312 Penalty: 3392.380371
	Iteration 21Q: 3 clusters Score -110606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110613.539062 Penalty: 3392.380371
	Iteration 22Q: 3 clusters Score -110613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110615.976562 Penalty: 3392.380371
	Iteration 23Q: 3 clusters Score -110616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110615.976562 Penalty: 3392.380371
	Iteration 24F: 3 clusters Score -110616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -1688259.500000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -1688260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1678578.500000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -1678578 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1681570.500000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -1681570 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1681973.375000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -1681973 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1682340.250000 Penalty: 4706.297363
	Iteration 3F: 3 clusters Score -1682340 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1682646.625000 Penalty: 4706.297363
	Iteration 4Q: 3 clusters Score -1682647 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1682977.750000 Penalty: 4706.297363
	Iteration 5Q: 3 clusters Score -1682978 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1683389.625000 Penalty: 4706.297363
	Iteration 6F: 3 clusters Score -1683390 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1683896.250000 Penalty: 4706.297363
	Iteration 7F: 3 clusters Score -1683896 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1684550.000000 Penalty: 4706.297363
	Iteration 8F: 3 clusters Score -1684550 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1685217.125000 Penalty: 4706.297363
	Iteration 9F: 3 clusters Score -1685217 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1685711.250000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -1685711 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1685948.375000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -1685948 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1686047.750000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -1686048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1686097.750000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -1686098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1686118.500000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -1686118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1686131.500000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -1686132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1686139.750000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -1686140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1686143.250000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -1686143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1686153.375000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -1686153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1686158.000000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -1686158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1686158.625000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -1686159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1686157.750000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -1686158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1686160.125000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -1686160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1686162.500000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -1686162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1686161.625000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -1686162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1686162.500000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -1686162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1686162.625000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -1686163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1686163.250000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -1686163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1686163.250000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -1686163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1686161.250000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -1686161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1686162.125000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -1686162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1686162.125000 Penalty: 4706.297363
	Iteration 31F: 3 clusters Score -1686162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66906.437500 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66906.44 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67063.375000 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67063.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67118.851562 Penalty: 3136.882080
	Iteration 2Q: 3 clusters Score -67118.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67130.632812 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67130.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67143.179688 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67143.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67152.453125 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67152.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67156.031250 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67156.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67157.367188 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67157.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67159.945312 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67159.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67165.945312 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67165.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67167.687500 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -67167.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67170.281250 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -67170.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67183.453125 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -67183.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67190.500000 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -67190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67191.765625 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -67191.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67195.546875 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -67195.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67198.718750 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -67198.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67200.554688 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -67200.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67203.093750 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -67203.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67203.093750 Penalty: 3136.882080
	Iteration 19F: 3 clusters Score -67203.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 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 146 members 
Entering Unmasked Estep 
Score: -30759.769531 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30759.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30925.039062 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30925.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31021.316406 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31021.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31095.990234 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -31095.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31205.933594 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -31205.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31275.843750 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -31275.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31351.466797 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -31351.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31382.941406 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -31382.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31423.111328 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -31423.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31533.964844 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -31533.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -31607.078125 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -31607.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31870.011719 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -31870.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -32094.941406 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -32094.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32375.085938 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -32375.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -32461.843750 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -32461.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -32494.130859 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -32494.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -32500.865234 Penalty: 2871.820312
	Iteration 16Q: 3 clusters Score -32500.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -32504.349609 Penalty: 2871.820312
	Iteration 17F: 3 clusters Score -32504.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -32515.261719 Penalty: 2871.820312
	Iteration 18Q: 3 clusters Score -32515.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -32530.994141 Penalty: 2871.820312
	Iteration 19Q: 3 clusters Score -32530.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -32539.027344 Penalty: 2871.820312
	Iteration 20F: 3 clusters Score -32539.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -32549.263672 Penalty: 2871.820312
	Iteration 21Q: 3 clusters Score -32549.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -32580.798828 Penalty: 2871.820312
	Iteration 22Q: 3 clusters Score -32580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -32613.224609 Penalty: 2871.820312
	Iteration 23Q: 3 clusters Score -32613.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -32613.224609 Penalty: 2871.820312
	Iteration 24F: 3 clusters Score -32613.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12974 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 179652 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 91049 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 169121 members 
Mstep: Class 18 contains 17473 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16976 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162999 members 
Mstep: Class 24 contains 59 members 
Entering Unmasked Estep 
Score: -105764592.000000 Penalty: 81311.140625
Splitting cluster 12 changes total score from -105765832.000000 to -105764592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -79754.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -79754.23 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 366 members 
Entering Unmasked Estep 
Score: -78074.656250 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -78074.66 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78300.523438 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -78300.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78433.960938 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -78433.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78520.351562 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -78520.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78574.500000 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -78574.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78624.695312 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -78624.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78660.359375 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -78660.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78707.843750 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -78707.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78731.484375 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -78731.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78773.945312 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -78773.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78805.679688 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -78805.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78851.648438 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -78851.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78944.968750 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -78944.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79041.671875 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -79041.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79131.609375 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -79131.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79232.265625 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -79232.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79313.828125 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -79313.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79357.312500 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -79357.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79390.296875 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -79390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79411.664062 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -79411.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79467.187500 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -79467.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79559.195312 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -79559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79599.882812 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -79599.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79604.281250 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -79604.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79606.398438 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -79606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79608.796875 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -79608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79608.796875 Penalty: 3252.162109
	Iteration 26F: 3 clusters Score -79608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Entering Unmasked Estep 
Score: -11190665.000000 Penalty: 2831.949951
	Iteration 0F: 2 clusters Score -1.119066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -11129957.000000 Penalty: 5663.899902
	Iteration 0F: 3 clusters Score -1.112996e+07 nChanged 42743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -11154752.000000 Penalty: 5663.899902
	Iteration 1F: 3 clusters Score -1.115475e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -11156243.000000 Penalty: 5663.899902
	Iteration 2Q: 3 clusters Score -1.115624e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -11158513.000000 Penalty: 5663.899902
	Iteration 3F: 3 clusters Score -1.115851e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -11162159.000000 Penalty: 5663.899902
	Iteration 4F: 3 clusters Score -1.116216e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -11167493.000000 Penalty: 5663.899902
	Iteration 5F: 3 clusters Score -1.116749e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -11173866.000000 Penalty: 5663.899902
	Iteration 6F: 3 clusters Score -1.117387e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -11179946.000000 Penalty: 5663.899902
	Iteration 7F: 3 clusters Score -1.117995e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -11184415.000000 Penalty: 5663.899902
	Iteration 8Q: 3 clusters Score -1.118442e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -11187140.000000 Penalty: 5663.899902
	Iteration 9Q: 3 clusters Score -1.118714e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -11188129.000000 Penalty: 5663.899902
	Iteration 10Q: 3 clusters Score -1.118813e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -11188480.000000 Penalty: 5663.899902
	Iteration 11Q: 3 clusters Score -1.118848e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -11188610.000000 Penalty: 5663.899902
	Iteration 12Q: 3 clusters Score -1.118861e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -11188666.000000 Penalty: 5663.899902
	Iteration 13Q: 3 clusters Score -1.118867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11188700.000000 Penalty: 5663.899902
	Iteration 14Q: 3 clusters Score -1.11887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -11188703.000000 Penalty: 5663.899902
	Iteration 15Q: 3 clusters Score -1.11887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -11188703.000000 Penalty: 5663.899902
	Iteration 16Q: 3 clusters Score -1.11887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11188731.000000 Penalty: 5663.899902
	Iteration 17Q: 3 clusters Score -1.118873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -11188730.000000 Penalty: 5663.899902
	Iteration 18Q: 3 clusters Score -1.118873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -11188746.000000 Penalty: 5663.899902
	Iteration 19Q: 3 clusters Score -1.118875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -11188752.000000 Penalty: 5663.899902
	Iteration 20F: 3 clusters Score -1.118875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -11188750.000000 Penalty: 5663.899902
	Iteration 21Q: 3 clusters Score -1.118875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -11188750.000000 Penalty: 5663.899902
	Iteration 22F: 3 clusters Score -1.118875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 322 members 
Entering Unmasked Estep 
Score: -71078.148438 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71078.15 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71395.359375 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71395.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71543.343750 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -71543.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71649.054688 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -71649.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71776.476562 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -71776.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71849.929688 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -71849.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71883.437500 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -71883.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71910.093750 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -71910.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71926.500000 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -71926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71975.125000 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -71975.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72034.820312 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -72034.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72121.695312 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -72121.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72210.273438 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -72210.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72241.937500 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -72241.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72255.789062 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -72255.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72269.867188 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -72269.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72293.828125 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -72293.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72325.257812 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -72325.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72403.109375 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -72403.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72490.015625 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -72490.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72548.914062 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -72548.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72606.500000 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -72606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72630.921875 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -72630.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72647.585938 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -72647.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72648.421875 Penalty: 3223.147949
	Iteration 24F: 3 clusters Score -72648.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72651.960938 Penalty: 3223.147949
	Iteration 25Q: 3 clusters Score -72651.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72665.492188 Penalty: 3223.147949
	Iteration 26Q: 3 clusters Score -72665.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72665.492188 Penalty: 3223.147949
	Iteration 27F: 3 clusters Score -72665.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Entering Unmasked Estep 
Score: -1183338.750000 Penalty: 2265.739746
	Iteration 0F: 2 clusters Score -1183339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1176128.000000 Penalty: 4531.479492
	Iteration 0F: 3 clusters Score -1176128 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1178301.000000 Penalty: 4531.479492
	Iteration 1F: 3 clusters Score -1178301 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1178745.125000 Penalty: 4531.479492
	Iteration 2F: 3 clusters Score -1178745 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1179124.375000 Penalty: 4531.479492
	Iteration 3F: 3 clusters Score -1179124 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1179499.500000 Penalty: 4531.479492
	Iteration 4F: 3 clusters Score -1179500 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1179868.250000 Penalty: 4531.479492
	Iteration 5F: 3 clusters Score -1179868 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1180243.625000 Penalty: 4531.479492
	Iteration 6F: 3 clusters Score -1180244 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1180629.750000 Penalty: 4531.479492
	Iteration 7F: 3 clusters Score -1180630 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1180988.625000 Penalty: 4531.479492
	Iteration 8Q: 3 clusters Score -1180989 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1181270.250000 Penalty: 4531.479492
	Iteration 9Q: 3 clusters Score -1181270 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1181492.500000 Penalty: 4531.479492
	Iteration 10Q: 3 clusters Score -1181492 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1181641.000000 Penalty: 4531.479492
	Iteration 11Q: 3 clusters Score -1181641 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1181740.875000 Penalty: 4531.479492
	Iteration 12Q: 3 clusters Score -1181741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1181809.000000 Penalty: 4531.479492
	Iteration 13Q: 3 clusters Score -1181809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1181863.875000 Penalty: 4531.479492
	Iteration 14Q: 3 clusters Score -1181864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1181901.625000 Penalty: 4531.479492
	Iteration 15Q: 3 clusters Score -1181902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1181940.000000 Penalty: 4531.479492
	Iteration 16Q: 3 clusters Score -1181940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1181966.750000 Penalty: 4531.479492
	Iteration 17Q: 3 clusters Score -1181967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1181989.500000 Penalty: 4531.479492
	Iteration 18Q: 3 clusters Score -1181990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1182011.750000 Penalty: 4531.479492
	Iteration 19Q: 3 clusters Score -1182012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1182031.375000 Penalty: 4531.479492
	Iteration 20F: 3 clusters Score -1182031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1182039.875000 Penalty: 4531.479492
	Iteration 21Q: 3 clusters Score -1182040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1182042.750000 Penalty: 4531.479492
	Iteration 22Q: 3 clusters Score -1182043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1182051.125000 Penalty: 4531.479492
	Iteration 23Q: 3 clusters Score -1182051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1182055.375000 Penalty: 4531.479492
	Iteration 24Q: 3 clusters Score -1182055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1182060.000000 Penalty: 4531.479492
	Iteration 25Q: 3 clusters Score -1182060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1182061.000000 Penalty: 4531.479492
	Iteration 26Q: 3 clusters Score -1182061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1182062.625000 Penalty: 4531.479492
	Iteration 27Q: 3 clusters Score -1182063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1182063.750000 Penalty: 4531.479492
	Iteration 28Q: 3 clusters Score -1182064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1182063.750000 Penalty: 4531.479492
	Iteration 29Q: 3 clusters Score -1182064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1182063.625000 Penalty: 4531.479492
	Iteration 30Q: 3 clusters Score -1182064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1182064.625000 Penalty: 4531.479492
	Iteration 31Q: 3 clusters Score -1182065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1182065.000000 Penalty: 4531.479492
	Iteration 32Q: 3 clusters Score -1182065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1182070.000000 Penalty: 4531.479492
	Iteration 33Q: 3 clusters Score -1182070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1182071.500000 Penalty: 4531.479492
	Iteration 34Q: 3 clusters Score -1182072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1182075.375000 Penalty: 4531.479492
	Iteration 35Q: 3 clusters Score -1182075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1182078.750000 Penalty: 4531.479492
	Iteration 36Q: 3 clusters Score -1182079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1182078.875000 Penalty: 4531.479492
	Iteration 37Q: 3 clusters Score -1182079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1182080.125000 Penalty: 4531.479492
	Iteration 38Q: 3 clusters Score -1182080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1182079.875000 Penalty: 4531.479492
	Iteration 39Q: 3 clusters Score -1182080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1182080.375000 Penalty: 4531.479492
	Iteration 40F: 3 clusters Score -1182080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1182079.625000 Penalty: 4531.479492
	Iteration 41Q: 3 clusters Score -1182080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1182082.875000 Penalty: 4531.479492
	Iteration 42Q: 3 clusters Score -1182083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1182082.875000 Penalty: 4531.479492
	Iteration 43F: 3 clusters Score -1182083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Entering Unmasked Estep 
Score: -21241564.000000 Penalty: 2985.515869
	Iteration 0F: 2 clusters Score -2.124156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -21130862.000000 Penalty: 5971.031738
	Iteration 0F: 3 clusters Score -2.113086e+07 nChanged 80959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -21177860.000000 Penalty: 5971.031738
	Iteration 1F: 3 clusters Score -2.117786e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -21178718.000000 Penalty: 5971.031738
	Iteration 2Q: 3 clusters Score -2.117872e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -21179820.000000 Penalty: 5971.031738
	Iteration 3Q: 3 clusters Score -2.117982e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -21181792.000000 Penalty: 5971.031738
	Iteration 4Q: 3 clusters Score -2.118179e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -21184946.000000 Penalty: 5971.031738
	Iteration 5Q: 3 clusters Score -2.118495e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -21190296.000000 Penalty: 5971.031738
	Iteration 6Q: 3 clusters Score -2.11903e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -21198562.000000 Penalty: 5971.031738
	Iteration 7F: 3 clusters Score -2.119856e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 113669 members 
Entering Unmasked Estep 
Score: -21208246.000000 Penalty: 5971.031738
	Iteration 8F: 3 clusters Score -2.120825e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -21217392.000000 Penalty: 5971.031738
	Iteration 9F: 3 clusters Score -2.121739e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -21224102.000000 Penalty: 5971.031738
	Iteration 10F: 3 clusters Score -2.12241e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -21228108.000000 Penalty: 5971.031738
	Iteration 11Q: 3 clusters Score -2.122811e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 120998 members 
Entering Unmasked Estep 
Score: -21230478.000000 Penalty: 5971.031738
	Iteration 12Q: 3 clusters Score -2.123048e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 121144 members 
Entering Unmasked Estep 
Score: -21231810.000000 Penalty: 5971.031738
	Iteration 13Q: 3 clusters Score -2.123181e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -21232924.000000 Penalty: 5971.031738
	Iteration 14Q: 3 clusters Score -2.123292e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -21233968.000000 Penalty: 5971.031738
	Iteration 15Q: 3 clusters Score -2.123397e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -21234902.000000 Penalty: 5971.031738
	Iteration 16Q: 3 clusters Score -2.12349e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -21235948.000000 Penalty: 5971.031738
	Iteration 17Q: 3 clusters Score -2.123595e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -21236840.000000 Penalty: 5971.031738
	Iteration 18Q: 3 clusters Score -2.123684e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 117285 members 
Entering Unmasked Estep 
Score: -21237800.000000 Penalty: 5971.031738
	Iteration 19Q: 3 clusters Score -2.12378e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -21238942.000000 Penalty: 5971.031738
	Iteration 20F: 3 clusters Score -2.123894e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -21239792.000000 Penalty: 5971.031738
	Iteration 21Q: 3 clusters Score -2.123979e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -21240434.000000 Penalty: 5971.031738
	Iteration 22Q: 3 clusters Score -2.124043e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -21240724.000000 Penalty: 5971.031738
	Iteration 23Q: 3 clusters Score -2.124072e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -21240976.000000 Penalty: 5971.031738
	Iteration 24Q: 3 clusters Score -2.124098e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -21241096.000000 Penalty: 5971.031738
	Iteration 25Q: 3 clusters Score -2.12411e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -21241102.000000 Penalty: 5971.031738
	Iteration 26Q: 3 clusters Score -2.12411e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -21241160.000000 Penalty: 5971.031738
	Iteration 27Q: 3 clusters Score -2.124116e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -21241238.000000 Penalty: 5971.031738
	Iteration 28Q: 3 clusters Score -2.124124e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -21241270.000000 Penalty: 5971.031738
	Iteration 29Q: 3 clusters Score -2.124127e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -21241332.000000 Penalty: 5971.031738
	Iteration 30Q: 3 clusters Score -2.124133e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 109969 members 
Entering Unmasked Estep 
Score: -21241320.000000 Penalty: 5971.031738
	Iteration 31Q: 3 clusters Score -2.124132e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -21241338.000000 Penalty: 5971.031738
	Iteration 32Q: 3 clusters Score -2.124134e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -21241346.000000 Penalty: 5971.031738
	Iteration 33Q: 3 clusters Score -2.124135e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -21241412.000000 Penalty: 5971.031738
	Iteration 34Q: 3 clusters Score -2.124141e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -21241442.000000 Penalty: 5971.031738
	Iteration 35Q: 3 clusters Score -2.124144e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -21241392.000000 Penalty: 5971.031738
	Iteration 36Q: 3 clusters Score -2.124139e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -21241424.000000 Penalty: 5971.031738
	Iteration 37Q: 3 clusters Score -2.124142e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -21241412.000000 Penalty: 5971.031738
	Iteration 38Q: 3 clusters Score -2.124141e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -21241406.000000 Penalty: 5971.031738
	Iteration 39Q: 3 clusters Score -2.124141e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -21241422.000000 Penalty: 5971.031738
	Iteration 40F: 3 clusters Score -2.124142e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 106706 members 
Entering Unmasked Estep 
Score: -21241448.000000 Penalty: 5971.031738
	Iteration 41Q: 3 clusters Score -2.124145e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -21241442.000000 Penalty: 5971.031738
	Iteration 42Q: 3 clusters Score -2.124144e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 106199 members 
Entering Unmasked Estep 
Score: -21241470.000000 Penalty: 5971.031738
	Iteration 43Q: 3 clusters Score -2.124147e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -21241406.000000 Penalty: 5971.031738
	Iteration 44Q: 3 clusters Score -2.124141e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -21241464.000000 Penalty: 5971.031738
	Iteration 45Q: 3 clusters Score -2.124146e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -21241478.000000 Penalty: 5971.031738
	Iteration 46Q: 3 clusters Score -2.124148e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -21241498.000000 Penalty: 5971.031738
	Iteration 47Q: 3 clusters Score -2.12415e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -21241510.000000 Penalty: 5971.031738
	Iteration 48Q: 3 clusters Score -2.124151e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -21241528.000000 Penalty: 5971.031738
	Iteration 49Q: 3 clusters Score -2.124153e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -21241538.000000 Penalty: 5971.031738
	Iteration 50Q: 3 clusters Score -2.124154e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -21241556.000000 Penalty: 5971.031738
	Iteration 51Q: 3 clusters Score -2.124156e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -21241544.000000 Penalty: 5971.031738
	Iteration 52Q: 3 clusters Score -2.124154e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -21241588.000000 Penalty: 5971.031738
	Iteration 53Q: 3 clusters Score -2.124159e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -21241592.000000 Penalty: 5971.031738
	Iteration 54Q: 3 clusters Score -2.124159e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -21241612.000000 Penalty: 5971.031738
	Iteration 55Q: 3 clusters Score -2.124161e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -21241590.000000 Penalty: 5971.031738
	Iteration 56Q: 3 clusters Score -2.124159e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -21241614.000000 Penalty: 5971.031738
	Iteration 57Q: 3 clusters Score -2.124161e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 102628 members 
Entering Unmasked Estep 
Score: -21241604.000000 Penalty: 5971.031738
	Iteration 58Q: 3 clusters Score -2.12416e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -21241632.000000 Penalty: 5971.031738
	Iteration 59Q: 3 clusters Score -2.124163e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -21241634.000000 Penalty: 5971.031738
	Iteration 60F: 3 clusters Score -2.124163e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -21241624.000000 Penalty: 5971.031738
	Iteration 61Q: 3 clusters Score -2.124162e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 101731 members 
Entering Unmasked Estep 
Score: -21241680.000000 Penalty: 5971.031738
	Iteration 62Q: 3 clusters Score -2.124168e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -21241724.000000 Penalty: 5971.031738
	Iteration 63Q: 3 clusters Score -2.124172e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -21241738.000000 Penalty: 5971.031738
	Iteration 64Q: 3 clusters Score -2.124174e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -21241766.000000 Penalty: 5971.031738
	Iteration 65Q: 3 clusters Score -2.124177e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -21241750.000000 Penalty: 5971.031738
	Iteration 66Q: 3 clusters Score -2.124175e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -21241720.000000 Penalty: 5971.031738
	Iteration 67Q: 3 clusters Score -2.124172e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -21241686.000000 Penalty: 5971.031738
	Iteration 68Q: 3 clusters Score -2.124169e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -21241712.000000 Penalty: 5971.031738
	Iteration 69Q: 3 clusters Score -2.124171e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -21241736.000000 Penalty: 5971.031738
	Iteration 70Q: 3 clusters Score -2.124174e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -21241788.000000 Penalty: 5971.031738
	Iteration 71Q: 3 clusters Score -2.124179e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -21241750.000000 Penalty: 5971.031738
	Iteration 72Q: 3 clusters Score -2.124175e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -21241754.000000 Penalty: 5971.031738
	Iteration 73Q: 3 clusters Score -2.124175e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -21241738.000000 Penalty: 5971.031738
	Iteration 74Q: 3 clusters Score -2.124174e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -21241792.000000 Penalty: 5971.031738
	Iteration 75Q: 3 clusters Score -2.124179e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -21241846.000000 Penalty: 5971.031738
	Iteration 76Q: 3 clusters Score -2.124185e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -21241824.000000 Penalty: 5971.031738
	Iteration 77Q: 3 clusters Score -2.124182e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -21241840.000000 Penalty: 5971.031738
	Iteration 78Q: 3 clusters Score -2.124184e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -21241854.000000 Penalty: 5971.031738
	Iteration 79Q: 3 clusters Score -2.124185e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -21241814.000000 Penalty: 5971.031738
	Iteration 80F: 3 clusters Score -2.124181e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -21241826.000000 Penalty: 5971.031738
	Iteration 81Q: 3 clusters Score -2.124183e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -21241822.000000 Penalty: 5971.031738
	Iteration 82Q: 3 clusters Score -2.124182e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -21241820.000000 Penalty: 5971.031738
	Iteration 83Q: 3 clusters Score -2.124182e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -21241778.000000 Penalty: 5971.031738
	Iteration 84Q: 3 clusters Score -2.124178e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -21241752.000000 Penalty: 5971.031738
	Iteration 85Q: 3 clusters Score -2.124175e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -21241784.000000 Penalty: 5971.031738
	Iteration 86Q: 3 clusters Score -2.124178e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -21241792.000000 Penalty: 5971.031738
	Iteration 87Q: 3 clusters Score -2.124179e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -21241840.000000 Penalty: 5971.031738
	Iteration 88Q: 3 clusters Score -2.124184e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -21241798.000000 Penalty: 5971.031738
	Iteration 89Q: 3 clusters Score -2.12418e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -21241800.000000 Penalty: 5971.031738
	Iteration 90Q: 3 clusters Score -2.12418e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -21241820.000000 Penalty: 5971.031738
	Iteration 91Q: 3 clusters Score -2.124182e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -21241862.000000 Penalty: 5971.031738
	Iteration 92Q: 3 clusters Score -2.124186e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -21241910.000000 Penalty: 5971.031738
	Iteration 93Q: 3 clusters Score -2.124191e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -21241890.000000 Penalty: 5971.031738
	Iteration 94Q: 3 clusters Score -2.124189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -21241894.000000 Penalty: 5971.031738
	Iteration 95Q: 3 clusters Score -2.124189e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.124195e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -21241952.000000 Penalty: 5971.031738
	Iteration 97Q: 3 clusters Score -2.124195e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -21241956.000000 Penalty: 5971.031738
	Iteration 98Q: 3 clusters Score -2.124196e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -21241914.000000 Penalty: 5971.031738
	Iteration 99Q: 3 clusters Score -2.124191e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -21241922.000000 Penalty: 5971.031738
	Iteration 100F: 3 clusters Score -2.124192e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -21241958.000000 Penalty: 5971.031738
	Iteration 101Q: 3 clusters Score -2.124196e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -21241968.000000 Penalty: 5971.031738
	Iteration 102Q: 3 clusters Score -2.124197e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -21241946.000000 Penalty: 5971.031738
	Iteration 103Q: 3 clusters Score -2.124195e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -21241956.000000 Penalty: 5971.031738
	Iteration 104Q: 3 clusters Score -2.124196e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -21241942.000000 Penalty: 5971.031738
	Iteration 105Q: 3 clusters Score -2.124194e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -21241958.000000 Penalty: 5971.031738
	Iteration 106Q: 3 clusters Score -2.124196e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -21241974.000000 Penalty: 5971.031738
	Iteration 107Q: 3 clusters Score -2.124197e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -21242006.000000 Penalty: 5971.031738
	Iteration 108Q: 3 clusters Score -2.124201e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -21241994.000000 Penalty: 5971.031738
	Iteration 109Q: 3 clusters Score -2.124199e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -21241986.000000 Penalty: 5971.031738
	Iteration 110Q: 3 clusters Score -2.124199e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -21241992.000000 Penalty: 5971.031738
	Iteration 111Q: 3 clusters Score -2.124199e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.124197e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -21242004.000000 Penalty: 5971.031738
	Iteration 113Q: 3 clusters Score -2.1242e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.1242e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -21241990.000000 Penalty: 5971.031738
	Iteration 115Q: 3 clusters Score -2.124199e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.1242e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -21241998.000000 Penalty: 5971.031738
	Iteration 117Q: 3 clusters Score -2.1242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -21241944.000000 Penalty: 5971.031738
	Iteration 118Q: 3 clusters Score -2.124194e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -21241962.000000 Penalty: 5971.031738
	Iteration 119Q: 3 clusters Score -2.124196e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -21241948.000000 Penalty: 5971.031738
	Iteration 120F: 3 clusters Score -2.124195e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.124198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.124199e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.1242e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.124196e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.124195e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.124195e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.124195e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -21241946.000000 Penalty: 5971.031738
	Iteration 128Q: 3 clusters Score -2.124195e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -21241920.000000 Penalty: 5971.031738
	Iteration 129Q: 3 clusters Score -2.124192e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -21241904.000000 Penalty: 5971.031738
	Iteration 130Q: 3 clusters Score -2.12419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -21241876.000000 Penalty: 5971.031738
	Iteration 131Q: 3 clusters Score -2.124188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -21241864.000000 Penalty: 5971.031738
	Iteration 132Q: 3 clusters Score -2.124186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -21241890.000000 Penalty: 5971.031738
	Iteration 133Q: 3 clusters Score -2.124189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -21241880.000000 Penalty: 5971.031738
	Iteration 134Q: 3 clusters Score -2.124188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -21241880.000000 Penalty: 5971.031738
	Iteration 135Q: 3 clusters Score -2.124188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -21241902.000000 Penalty: 5971.031738
	Iteration 136Q: 3 clusters Score -2.12419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -21241870.000000 Penalty: 5971.031738
	Iteration 137Q: 3 clusters Score -2.124187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -21241880.000000 Penalty: 5971.031738
	Iteration 138Q: 3 clusters Score -2.124188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.12419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -21241930.000000 Penalty: 5971.031738
	Iteration 140F: 3 clusters Score -2.124193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.124192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -21241910.000000 Penalty: 5971.031738
	Iteration 142Q: 3 clusters Score -2.124191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.124191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -21241906.000000 Penalty: 5971.031738
	Iteration 144Q: 3 clusters Score -2.124191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -21241912.000000 Penalty: 5971.031738
	Iteration 145Q: 3 clusters Score -2.124191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.124192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.124191e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.124192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -21241934.000000 Penalty: 5971.031738
	Iteration 149Q: 3 clusters Score -2.124193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.124193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.124191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.124192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -21241938.000000 Penalty: 5971.031738
	Iteration 153Q: 3 clusters Score -2.124194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.124193e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.124192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -21241902.000000 Penalty: 5971.031738
	Iteration 156Q: 3 clusters Score -2.12419e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.124191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -21241908.000000 Penalty: 5971.031738
	Iteration 158Q: 3 clusters Score -2.124191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -21241870.000000 Penalty: 5971.031738
	Iteration 159Q: 3 clusters Score -2.124187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -21241880.000000 Penalty: 5971.031738
	Iteration 160F: 3 clusters Score -2.124188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -21241888.000000 Penalty: 5971.031738
	Iteration 161Q: 3 clusters Score -2.124189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.12419e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -21241884.000000 Penalty: 5971.031738
	Iteration 163Q: 3 clusters Score -2.124188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.124189e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -21241926.000000 Penalty: 5971.031738
	Iteration 165Q: 3 clusters Score -2.124193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -21241908.000000 Penalty: 5971.031738
	Iteration 166Q: 3 clusters Score -2.124191e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.124191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -21241916.000000 Penalty: 5971.031738
	Iteration 168Q: 3 clusters Score -2.124192e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -21241932.000000 Penalty: 5971.031738
	Iteration 169Q: 3 clusters Score -2.124193e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.124193e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -21241964.000000 Penalty: 5971.031738
	Iteration 171Q: 3 clusters Score -2.124196e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.124197e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.124198e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.124197e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -21241976.000000 Penalty: 5971.031738
	Iteration 175Q: 3 clusters Score -2.124198e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.124199e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -21242012.000000 Penalty: 5971.031738
	Iteration 177Q: 3 clusters Score -2.124201e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.124199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -21241972.000000 Penalty: 5971.031738
	Iteration 179Q: 3 clusters Score -2.124197e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -21241956.000000 Penalty: 5971.031738
	Iteration 180F: 3 clusters Score -2.124196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -21241942.000000 Penalty: 5971.031738
	Iteration 181Q: 3 clusters Score -2.124194e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -21241960.000000 Penalty: 5971.031738
	Iteration 182Q: 3 clusters Score -2.124196e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -21241950.000000 Penalty: 5971.031738
	Iteration 183Q: 3 clusters Score -2.124195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -21241954.000000 Penalty: 5971.031738
	Iteration 184Q: 3 clusters Score -2.124195e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -21241952.000000 Penalty: 5971.031738
	Iteration 185Q: 3 clusters Score -2.124195e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -21241930.000000 Penalty: 5971.031738
	Iteration 186Q: 3 clusters Score -2.124193e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -21241914.000000 Penalty: 5971.031738
	Iteration 187Q: 3 clusters Score -2.124191e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -21241940.000000 Penalty: 5971.031738
	Iteration 188Q: 3 clusters Score -2.124194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -21241974.000000 Penalty: 5971.031738
	Iteration 189Q: 3 clusters Score -2.124197e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -21241962.000000 Penalty: 5971.031738
	Iteration 190Q: 3 clusters Score -2.124196e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -21241966.000000 Penalty: 5971.031738
	Iteration 191Q: 3 clusters Score -2.124197e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -21241986.000000 Penalty: 5971.031738
	Iteration 192Q: 3 clusters Score -2.124199e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -21242008.000000 Penalty: 5971.031738
	Iteration 193Q: 3 clusters Score -2.124201e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -21242006.000000 Penalty: 5971.031738
	Iteration 194Q: 3 clusters Score -2.124201e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -21242012.000000 Penalty: 5971.031738
	Iteration 195Q: 3 clusters Score -2.124201e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -21242026.000000 Penalty: 5971.031738
	Iteration 196Q: 3 clusters Score -2.124203e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -21242036.000000 Penalty: 5971.031738
	Iteration 197Q: 3 clusters Score -2.124204e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -21242050.000000 Penalty: 5971.031738
	Iteration 198Q: 3 clusters Score -2.124205e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -21242072.000000 Penalty: 5971.031738
	Iteration 199Q: 3 clusters Score -2.124207e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -21242080.000000 Penalty: 5971.031738
	Iteration 200F: 3 clusters Score -2.124208e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -21242070.000000 Penalty: 5971.031738
	Iteration 201Q: 3 clusters Score -2.124207e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -21242068.000000 Penalty: 5971.031738
	Iteration 202Q: 3 clusters Score -2.124207e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -21242072.000000 Penalty: 5971.031738
	Iteration 203Q: 3 clusters Score -2.124207e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -21242084.000000 Penalty: 5971.031738
	Iteration 204Q: 3 clusters Score -2.124208e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -21242088.000000 Penalty: 5971.031738
	Iteration 205Q: 3 clusters Score -2.124209e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -21242070.000000 Penalty: 5971.031738
	Iteration 206Q: 3 clusters Score -2.124207e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -21242098.000000 Penalty: 5971.031738
	Iteration 207Q: 3 clusters Score -2.12421e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -21242096.000000 Penalty: 5971.031738
	Iteration 208Q: 3 clusters Score -2.12421e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -21242078.000000 Penalty: 5971.031738
	Iteration 209Q: 3 clusters Score -2.124208e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -21242080.000000 Penalty: 5971.031738
	Iteration 210Q: 3 clusters Score -2.124208e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -21242092.000000 Penalty: 5971.031738
	Iteration 211Q: 3 clusters Score -2.124209e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -21242066.000000 Penalty: 5971.031738
	Iteration 212Q: 3 clusters Score -2.124207e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -21242058.000000 Penalty: 5971.031738
	Iteration 213Q: 3 clusters Score -2.124206e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -21242032.000000 Penalty: 5971.031738
	Iteration 214Q: 3 clusters Score -2.124203e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -21242018.000000 Penalty: 5971.031738
	Iteration 215Q: 3 clusters Score -2.124202e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -21242012.000000 Penalty: 5971.031738
	Iteration 216Q: 3 clusters Score -2.124201e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -21242052.000000 Penalty: 5971.031738
	Iteration 217Q: 3 clusters Score -2.124205e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -21242034.000000 Penalty: 5971.031738
	Iteration 218Q: 3 clusters Score -2.124203e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -21242040.000000 Penalty: 5971.031738
	Iteration 219Q: 3 clusters Score -2.124204e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -21242050.000000 Penalty: 5971.031738
	Iteration 220F: 3 clusters Score -2.124205e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -21242090.000000 Penalty: 5971.031738
	Iteration 221Q: 3 clusters Score -2.124209e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -21242082.000000 Penalty: 5971.031738
	Iteration 222Q: 3 clusters Score -2.124208e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -21242098.000000 Penalty: 5971.031738
	Iteration 223Q: 3 clusters Score -2.12421e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -21242074.000000 Penalty: 5971.031738
	Iteration 224Q: 3 clusters Score -2.124207e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -21242106.000000 Penalty: 5971.031738
	Iteration 225Q: 3 clusters Score -2.124211e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -21242098.000000 Penalty: 5971.031738
	Iteration 226Q: 3 clusters Score -2.12421e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -21242076.000000 Penalty: 5971.031738
	Iteration 227Q: 3 clusters Score -2.124208e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -21242100.000000 Penalty: 5971.031738
	Iteration 228Q: 3 clusters Score -2.12421e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -21242100.000000 Penalty: 5971.031738
	Iteration 229Q: 3 clusters Score -2.12421e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -21242138.000000 Penalty: 5971.031738
	Iteration 230Q: 3 clusters Score -2.124214e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -21242162.000000 Penalty: 5971.031738
	Iteration 231Q: 3 clusters Score -2.124216e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -21242180.000000 Penalty: 5971.031738
	Iteration 232Q: 3 clusters Score -2.124218e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -21242194.000000 Penalty: 5971.031738
	Iteration 233Q: 3 clusters Score -2.124219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -21242200.000000 Penalty: 5971.031738
	Iteration 234Q: 3 clusters Score -2.12422e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -21242168.000000 Penalty: 5971.031738
	Iteration 235Q: 3 clusters Score -2.124217e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -21242170.000000 Penalty: 5971.031738
	Iteration 236Q: 3 clusters Score -2.124217e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -21242180.000000 Penalty: 5971.031738
	Iteration 237Q: 3 clusters Score -2.124218e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -21242176.000000 Penalty: 5971.031738
	Iteration 238Q: 3 clusters Score -2.124218e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -21242150.000000 Penalty: 5971.031738
	Iteration 239Q: 3 clusters Score -2.124215e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -21242146.000000 Penalty: 5971.031738
	Iteration 240F: 3 clusters Score -2.124215e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -21242160.000000 Penalty: 5971.031738
	Iteration 241Q: 3 clusters Score -2.124216e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -21242176.000000 Penalty: 5971.031738
	Iteration 242Q: 3 clusters Score -2.124218e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -21242152.000000 Penalty: 5971.031738
	Iteration 243Q: 3 clusters Score -2.124215e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -21242206.000000 Penalty: 5971.031738
	Iteration 244Q: 3 clusters Score -2.124221e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -21242208.000000 Penalty: 5971.031738
	Iteration 245Q: 3 clusters Score -2.124221e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -21242174.000000 Penalty: 5971.031738
	Iteration 246Q: 3 clusters Score -2.124217e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -21242188.000000 Penalty: 5971.031738
	Iteration 247Q: 3 clusters Score -2.124219e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -21242226.000000 Penalty: 5971.031738
	Iteration 248Q: 3 clusters Score -2.124223e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -21242196.000000 Penalty: 5971.031738
	Iteration 249Q: 3 clusters Score -2.12422e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -21242242.000000 Penalty: 5971.031738
	Iteration 250Q: 3 clusters Score -2.124224e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2.124226e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -21242268.000000 Penalty: 5971.031738
	Iteration 252Q: 3 clusters Score -2.124227e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -21242276.000000 Penalty: 5971.031738
	Iteration 253Q: 3 clusters Score -2.124228e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -21242298.000000 Penalty: 5971.031738
	Iteration 254Q: 3 clusters Score -2.12423e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -21242278.000000 Penalty: 5971.031738
	Iteration 255Q: 3 clusters Score -2.124228e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -21242258.000000 Penalty: 5971.031738
	Iteration 256Q: 3 clusters Score -2.124226e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -21242282.000000 Penalty: 5971.031738
	Iteration 257Q: 3 clusters Score -2.124228e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -21242270.000000 Penalty: 5971.031738
	Iteration 258Q: 3 clusters Score -2.124227e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -21242244.000000 Penalty: 5971.031738
	Iteration 259Q: 3 clusters Score -2.124224e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -21242276.000000 Penalty: 5971.031738
	Iteration 260F: 3 clusters Score -2.124228e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -21242270.000000 Penalty: 5971.031738
	Iteration 261Q: 3 clusters Score -2.124227e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -21242246.000000 Penalty: 5971.031738
	Iteration 262Q: 3 clusters Score -2.124225e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -21242248.000000 Penalty: 5971.031738
	Iteration 263Q: 3 clusters Score -2.124225e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -21242268.000000 Penalty: 5971.031738
	Iteration 264Q: 3 clusters Score -2.124227e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -21242268.000000 Penalty: 5971.031738
	Iteration 265Q: 3 clusters Score -2.124227e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -21242286.000000 Penalty: 5971.031738
	Iteration 266Q: 3 clusters Score -2.124229e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -21242304.000000 Penalty: 5971.031738
	Iteration 267Q: 3 clusters Score -2.12423e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -21242310.000000 Penalty: 5971.031738
	Iteration 268Q: 3 clusters Score -2.124231e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -21242296.000000 Penalty: 5971.031738
	Iteration 269Q: 3 clusters Score -2.12423e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -21242268.000000 Penalty: 5971.031738
	Iteration 270Q: 3 clusters Score -2.124227e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -21242254.000000 Penalty: 5971.031738
	Iteration 271Q: 3 clusters Score -2.124225e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -21242248.000000 Penalty: 5971.031738
	Iteration 272Q: 3 clusters Score -2.124225e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -21242302.000000 Penalty: 5971.031738
	Iteration 273Q: 3 clusters Score -2.12423e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -21242308.000000 Penalty: 5971.031738
	Iteration 274Q: 3 clusters Score -2.124231e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -21242318.000000 Penalty: 5971.031738
	Iteration 275Q: 3 clusters Score -2.124232e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -21242304.000000 Penalty: 5971.031738
	Iteration 276Q: 3 clusters Score -2.12423e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -21242290.000000 Penalty: 5971.031738
	Iteration 277Q: 3 clusters Score -2.124229e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -21242282.000000 Penalty: 5971.031738
	Iteration 278Q: 3 clusters Score -2.124228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -21242258.000000 Penalty: 5971.031738
	Iteration 279Q: 3 clusters Score -2.124226e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -21242292.000000 Penalty: 5971.031738
	Iteration 280F: 3 clusters Score -2.124229e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -21242314.000000 Penalty: 5971.031738
	Iteration 281Q: 3 clusters Score -2.124231e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -21242292.000000 Penalty: 5971.031738
	Iteration 282Q: 3 clusters Score -2.124229e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -21242304.000000 Penalty: 5971.031738
	Iteration 283Q: 3 clusters Score -2.12423e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -21242308.000000 Penalty: 5971.031738
	Iteration 284Q: 3 clusters Score -2.124231e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -21242246.000000 Penalty: 5971.031738
	Iteration 285Q: 3 clusters Score -2.124225e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -21242262.000000 Penalty: 5971.031738
	Iteration 286Q: 3 clusters Score -2.124226e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -21242286.000000 Penalty: 5971.031738
	Iteration 287Q: 3 clusters Score -2.124229e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -21242290.000000 Penalty: 5971.031738
	Iteration 288Q: 3 clusters Score -2.124229e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -21242308.000000 Penalty: 5971.031738
	Iteration 289Q: 3 clusters Score -2.124231e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -21242340.000000 Penalty: 5971.031738
	Iteration 290Q: 3 clusters Score -2.124234e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -21242340.000000 Penalty: 5971.031738
	Iteration 291Q: 3 clusters Score -2.124234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 292Q: 3 clusters Score -2.124237e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -21242380.000000 Penalty: 5971.031738
	Iteration 293Q: 3 clusters Score -2.124238e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -21242382.000000 Penalty: 5971.031738
	Iteration 294Q: 3 clusters Score -2.124238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -21242410.000000 Penalty: 5971.031738
	Iteration 295Q: 3 clusters Score -2.124241e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -21242390.000000 Penalty: 5971.031738
	Iteration 296Q: 3 clusters Score -2.124239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -21242396.000000 Penalty: 5971.031738
	Iteration 297Q: 3 clusters Score -2.12424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -21242368.000000 Penalty: 5971.031738
	Iteration 298Q: 3 clusters Score -2.124237e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -21242382.000000 Penalty: 5971.031738
	Iteration 299Q: 3 clusters Score -2.124238e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -21242378.000000 Penalty: 5971.031738
	Iteration 300F: 3 clusters Score -2.124238e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -21242410.000000 Penalty: 5971.031738
	Iteration 301Q: 3 clusters Score -2.124241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -21242396.000000 Penalty: 5971.031738
	Iteration 302Q: 3 clusters Score -2.12424e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -21242362.000000 Penalty: 5971.031738
	Iteration 303Q: 3 clusters Score -2.124236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -21242356.000000 Penalty: 5971.031738
	Iteration 304Q: 3 clusters Score -2.124236e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -21242352.000000 Penalty: 5971.031738
	Iteration 305Q: 3 clusters Score -2.124235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -21242332.000000 Penalty: 5971.031738
	Iteration 306Q: 3 clusters Score -2.124233e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -21242308.000000 Penalty: 5971.031738
	Iteration 307Q: 3 clusters Score -2.124231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -21242314.000000 Penalty: 5971.031738
	Iteration 308Q: 3 clusters Score -2.124231e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -21242318.000000 Penalty: 5971.031738
	Iteration 309Q: 3 clusters Score -2.124232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -21242308.000000 Penalty: 5971.031738
	Iteration 310Q: 3 clusters Score -2.124231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -21242312.000000 Penalty: 5971.031738
	Iteration 311Q: 3 clusters Score -2.124231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -21242350.000000 Penalty: 5971.031738
	Iteration 312Q: 3 clusters Score -2.124235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -21242356.000000 Penalty: 5971.031738
	Iteration 313Q: 3 clusters Score -2.124236e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -21242340.000000 Penalty: 5971.031738
	Iteration 314Q: 3 clusters Score -2.124234e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -21242346.000000 Penalty: 5971.031738
	Iteration 315Q: 3 clusters Score -2.124235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -21242324.000000 Penalty: 5971.031738
	Iteration 316Q: 3 clusters Score -2.124232e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -21242354.000000 Penalty: 5971.031738
	Iteration 317Q: 3 clusters Score -2.124235e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -21242348.000000 Penalty: 5971.031738
	Iteration 318Q: 3 clusters Score -2.124235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -21242332.000000 Penalty: 5971.031738
	Iteration 319Q: 3 clusters Score -2.124233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -21242348.000000 Penalty: 5971.031738
	Iteration 320F: 3 clusters Score -2.124235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -21242364.000000 Penalty: 5971.031738
	Iteration 321Q: 3 clusters Score -2.124236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 322Q: 3 clusters Score -2.124237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -21242396.000000 Penalty: 5971.031738
	Iteration 323Q: 3 clusters Score -2.12424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -21242374.000000 Penalty: 5971.031738
	Iteration 324Q: 3 clusters Score -2.124237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -21242380.000000 Penalty: 5971.031738
	Iteration 325Q: 3 clusters Score -2.124238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -21242372.000000 Penalty: 5971.031738
	Iteration 326Q: 3 clusters Score -2.124237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -21242358.000000 Penalty: 5971.031738
	Iteration 327Q: 3 clusters Score -2.124236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -21242346.000000 Penalty: 5971.031738
	Iteration 328Q: 3 clusters Score -2.124235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -21242346.000000 Penalty: 5971.031738
	Iteration 329Q: 3 clusters Score -2.124235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -21242376.000000 Penalty: 5971.031738
	Iteration 330Q: 3 clusters Score -2.124238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -21242366.000000 Penalty: 5971.031738
	Iteration 331Q: 3 clusters Score -2.124237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -21242374.000000 Penalty: 5971.031738
	Iteration 332Q: 3 clusters Score -2.124237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -21242354.000000 Penalty: 5971.031738
	Iteration 333Q: 3 clusters Score -2.124235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -21242360.000000 Penalty: 5971.031738
	Iteration 334Q: 3 clusters Score -2.124236e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94489 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 335Q: 3 clusters Score -2.124237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -21242368.000000 Penalty: 5971.031738
	Iteration 336Q: 3 clusters Score -2.124237e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -21242356.000000 Penalty: 5971.031738
	Iteration 337Q: 3 clusters Score -2.124236e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -21242352.000000 Penalty: 5971.031738
	Iteration 338Q: 3 clusters Score -2.124235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -2.124235e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -21242356.000000 Penalty: 5971.031738
	Iteration 340F: 3 clusters Score -2.124236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -21242358.000000 Penalty: 5971.031738
	Iteration 341Q: 3 clusters Score -2.124236e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -21242380.000000 Penalty: 5971.031738
	Iteration 342Q: 3 clusters Score -2.124238e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -21242386.000000 Penalty: 5971.031738
	Iteration 343Q: 3 clusters Score -2.124239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -21242382.000000 Penalty: 5971.031738
	Iteration 344Q: 3 clusters Score -2.124238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -21242388.000000 Penalty: 5971.031738
	Iteration 345Q: 3 clusters Score -2.124239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 346Q: 3 clusters Score -2.124237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -21242376.000000 Penalty: 5971.031738
	Iteration 347Q: 3 clusters Score -2.124238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -21242380.000000 Penalty: 5971.031738
	Iteration 348Q: 3 clusters Score -2.124238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -21242388.000000 Penalty: 5971.031738
	Iteration 349Q: 3 clusters Score -2.124239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -21242384.000000 Penalty: 5971.031738
	Iteration 350Q: 3 clusters Score -2.124238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -21242382.000000 Penalty: 5971.031738
	Iteration 351Q: 3 clusters Score -2.124238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 352Q: 3 clusters Score -2.124237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -21242380.000000 Penalty: 5971.031738
	Iteration 353Q: 3 clusters Score -2.124238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -21242374.000000 Penalty: 5971.031738
	Iteration 354Q: 3 clusters Score -2.124237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -21242362.000000 Penalty: 5971.031738
	Iteration 355Q: 3 clusters Score -2.124236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -21242366.000000 Penalty: 5971.031738
	Iteration 356Q: 3 clusters Score -2.124237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94815 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -21242372.000000 Penalty: 5971.031738
	Iteration 357Q: 3 clusters Score -2.124237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -21242374.000000 Penalty: 5971.031738
	Iteration 358Q: 3 clusters Score -2.124237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -21242376.000000 Penalty: 5971.031738
	Iteration 359Q: 3 clusters Score -2.124238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -21242386.000000 Penalty: 5971.031738
	Iteration 360F: 3 clusters Score -2.124239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -21242390.000000 Penalty: 5971.031738
	Iteration 361Q: 3 clusters Score -2.124239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -21242368.000000 Penalty: 5971.031738
	Iteration 362Q: 3 clusters Score -2.124237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -21242386.000000 Penalty: 5971.031738
	Iteration 363Q: 3 clusters Score -2.124239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -21242380.000000 Penalty: 5971.031738
	Iteration 364Q: 3 clusters Score -2.124238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 365Q: 3 clusters Score -2.124237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -21242370.000000 Penalty: 5971.031738
	Iteration 366F: 3 clusters Score -2.124237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12974 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 179652 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 91049 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 94838 members 
Mstep: Class 18 contains 17473 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16976 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162999 members 
Mstep: Class 24 contains 74283 members 
Entering Unmasked Estep 
Score: -105766032.000000 Penalty: 81311.140625
Splitting cluster 17 changes total score from -105765832.000000 to -105766032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (17473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Entering Unmasked Estep 
Score: -2225846.250000 Penalty: 2422.566162
	Iteration 0F: 2 clusters Score -2225846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2213403.000000 Penalty: 4845.132324
	Iteration 0F: 3 clusters Score -2213403 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2217529.500000 Penalty: 4845.132324
	Iteration 1F: 3 clusters Score -2217530 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2217899.000000 Penalty: 4845.132324
	Iteration 2F: 3 clusters Score -2217899 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2218213.250000 Penalty: 4845.132324
	Iteration 3Q: 3 clusters Score -2218213 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2218502.750000 Penalty: 4845.132324
	Iteration 4Q: 3 clusters Score -2218503 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2218887.500000 Penalty: 4845.132324
	Iteration 5Q: 3 clusters Score -2218888 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2219452.500000 Penalty: 4845.132324
	Iteration 6F: 3 clusters Score -2219452 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2220150.500000 Penalty: 4845.132324
	Iteration 7F: 3 clusters Score -2220150 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2221014.750000 Penalty: 4845.132324
	Iteration 8F: 3 clusters Score -2221015 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2221885.250000 Penalty: 4845.132324
	Iteration 9F: 3 clusters Score -2221885 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2222629.000000 Penalty: 4845.132324
	Iteration 10Q: 3 clusters Score -2222629 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2223146.750000 Penalty: 4845.132324
	Iteration 11Q: 3 clusters Score -2223147 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2223416.750000 Penalty: 4845.132324
	Iteration 12Q: 3 clusters Score -2223417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2223528.250000 Penalty: 4845.132324
	Iteration 13Q: 3 clusters Score -2223528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2223605.500000 Penalty: 4845.132324
	Iteration 14Q: 3 clusters Score -2223606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2223642.500000 Penalty: 4845.132324
	Iteration 15Q: 3 clusters Score -2223642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2223666.500000 Penalty: 4845.132324
	Iteration 16Q: 3 clusters Score -2223666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2223690.000000 Penalty: 4845.132324
	Iteration 17Q: 3 clusters Score -2223690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2223702.000000 Penalty: 4845.132324
	Iteration 18Q: 3 clusters Score -2223702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2223704.250000 Penalty: 4845.132324
	Iteration 19Q: 3 clusters Score -2223704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2223709.250000 Penalty: 4845.132324
	Iteration 20F: 3 clusters Score -2223709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2223709.000000 Penalty: 4845.132324
	Iteration 21Q: 3 clusters Score -2223709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2223711.750000 Penalty: 4845.132324
	Iteration 22Q: 3 clusters Score -2223712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2223711.750000 Penalty: 4845.132324
	Iteration 23F: 3 clusters Score -2223712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -206590.609375 Penalty: 1852.332764
	Iteration 0F: 2 clusters Score -206590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204141.109375 Penalty: 3704.665527
	Iteration 0F: 3 clusters Score -204141.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -204544.187500 Penalty: 3704.665527
	Iteration 1F: 3 clusters Score -204544.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -204760.421875 Penalty: 3704.665527
	Iteration 2F: 3 clusters Score -204760.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -204952.109375 Penalty: 3704.665527
	Iteration 3Q: 3 clusters Score -204952.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205058.203125 Penalty: 3704.665527
	Iteration 4F: 3 clusters Score -205058.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -205136.906250 Penalty: 3704.665527
	Iteration 5Q: 3 clusters Score -205136.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -205230.265625 Penalty: 3704.665527
	Iteration 6Q: 3 clusters Score -205230.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -205330.000000 Penalty: 3704.665527
	Iteration 7Q: 3 clusters Score -205330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -205408.796875 Penalty: 3704.665527
	Iteration 8Q: 3 clusters Score -205408.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -205493.750000 Penalty: 3704.665527
	Iteration 9Q: 3 clusters Score -205493.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -205575.515625 Penalty: 3704.665527
	Iteration 10Q: 3 clusters Score -205575.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -205637.046875 Penalty: 3704.665527
	Iteration 11Q: 3 clusters Score -205637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -205691.062500 Penalty: 3704.665527
	Iteration 12Q: 3 clusters Score -205691.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -205742.218750 Penalty: 3704.665527
	Iteration 13Q: 3 clusters Score -205742.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -205777.578125 Penalty: 3704.665527
	Iteration 14Q: 3 clusters Score -205777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -205798.656250 Penalty: 3704.665527
	Iteration 15Q: 3 clusters Score -205798.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -205813.109375 Penalty: 3704.665527
	Iteration 16Q: 3 clusters Score -205813.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -205828.125000 Penalty: 3704.665527
	Iteration 17Q: 3 clusters Score -205828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -205837.453125 Penalty: 3704.665527
	Iteration 18Q: 3 clusters Score -205837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -205842.359375 Penalty: 3704.665527
	Iteration 19Q: 3 clusters Score -205842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -205862.171875 Penalty: 3704.665527
	Iteration 20F: 3 clusters Score -205862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -205946.140625 Penalty: 3704.665527
	Iteration 21Q: 3 clusters Score -205946.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -205968.984375 Penalty: 3704.665527
	Iteration 22Q: 3 clusters Score -205969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -205986.515625 Penalty: 3704.665527
	Iteration 23Q: 3 clusters Score -205986.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205997.500000 Penalty: 3704.665527
	Iteration 24Q: 3 clusters Score -205997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -205998.765625 Penalty: 3704.665527
	Iteration 25Q: 3 clusters Score -205998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -205999.375000 Penalty: 3704.665527
	Iteration 26Q: 3 clusters Score -205999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -206002.937500 Penalty: 3704.665527
	Iteration 27Q: 3 clusters Score -206002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -206002.937500 Penalty: 3704.665527
	Iteration 28F: 3 clusters Score -206002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 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 173 members 
Entering Unmasked Estep 
Score: -29553.945312 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29553.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29810.003906 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29956.541016 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29956.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30036.046875 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -30036.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30104.982422 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -30104.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30168.625000 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -30168.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30210.542969 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -30210.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30231.746094 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -30231.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30235.312500 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -30235.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30235.312500 Penalty: 2873.334717
	Iteration 9F: 3 clusters Score -30235.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Entering Unmasked Estep 
Score: -2055084.000000 Penalty: 2415.409912
	Iteration 0F: 2 clusters Score -2055084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2043019.625000 Penalty: 4830.819824
	Iteration 0F: 3 clusters Score -2043020 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2046695.125000 Penalty: 4830.819824
	Iteration 1F: 3 clusters Score -2046695 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2047042.250000 Penalty: 4830.819824
	Iteration 2F: 3 clusters Score -2047042 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2047324.125000 Penalty: 4830.819824
	Iteration 3Q: 3 clusters Score -2047324 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2047557.250000 Penalty: 4830.819824
	Iteration 4Q: 3 clusters Score -2047557 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2047772.875000 Penalty: 4830.819824
	Iteration 5Q: 3 clusters Score -2047773 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2047978.750000 Penalty: 4830.819824
	Iteration 6Q: 3 clusters Score -2047979 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2048223.125000 Penalty: 4830.819824
	Iteration 7Q: 3 clusters Score -2048223 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2048533.625000 Penalty: 4830.819824
	Iteration 8Q: 3 clusters Score -2048534 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2048920.375000 Penalty: 4830.819824
	Iteration 9Q: 3 clusters Score -2048920 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2049439.125000 Penalty: 4830.819824
	Iteration 10Q: 3 clusters Score -2049439 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2050039.125000 Penalty: 4830.819824
	Iteration 11Q: 3 clusters Score -2050039 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2050742.750000 Penalty: 4830.819824
	Iteration 12Q: 3 clusters Score -2050743 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2051475.250000 Penalty: 4830.819824
	Iteration 13Q: 3 clusters Score -2051475 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2052110.000000 Penalty: 4830.819824
	Iteration 14Q: 3 clusters Score -2052110 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2052514.000000 Penalty: 4830.819824
	Iteration 15Q: 3 clusters Score -2052514 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2052716.250000 Penalty: 4830.819824
	Iteration 16Q: 3 clusters Score -2052716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2052830.375000 Penalty: 4830.819824
	Iteration 17Q: 3 clusters Score -2052830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2052887.750000 Penalty: 4830.819824
	Iteration 18Q: 3 clusters Score -2052888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2052931.125000 Penalty: 4830.819824
	Iteration 19Q: 3 clusters Score -2052931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2052957.500000 Penalty: 4830.819824
	Iteration 20F: 3 clusters Score -2052958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2052975.750000 Penalty: 4830.819824
	Iteration 21Q: 3 clusters Score -2052976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2052981.500000 Penalty: 4830.819824
	Iteration 22Q: 3 clusters Score -2052982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2052986.125000 Penalty: 4830.819824
	Iteration 23Q: 3 clusters Score -2052986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2052987.875000 Penalty: 4830.819824
	Iteration 24Q: 3 clusters Score -2052988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2052988.000000 Penalty: 4830.819824
	Iteration 25Q: 3 clusters Score -2052988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2052995.750000 Penalty: 4830.819824
	Iteration 26Q: 3 clusters Score -2052996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2053001.375000 Penalty: 4830.819824
	Iteration 27Q: 3 clusters Score -2053001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2053001.375000 Penalty: 4830.819824
	Iteration 28Q: 3 clusters Score -2053001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2052999.125000 Penalty: 4830.819824
	Iteration 29Q: 3 clusters Score -2052999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2052998.500000 Penalty: 4830.819824
	Iteration 30Q: 3 clusters Score -2052998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2052998.500000 Penalty: 4830.819824
	Iteration 31Q: 3 clusters Score -2052998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2052998.500000 Penalty: 4830.819824
	Iteration 32F: 3 clusters Score -2052998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63356.265625 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63356.27 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63616.457031 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63616.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63722.046875 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63722.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63855.523438 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63855.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63910.789062 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63910.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63984.207031 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63984.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64021.152344 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -64021.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64057.035156 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -64057.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64072.140625 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -64072.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64081.121094 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -64081.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64087.316406 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -64087.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64098.871094 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -64098.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64117.402344 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -64117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64139.738281 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -64139.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64144.855469 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -64144.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64151.898438 Penalty: 3171.221191
	Iteration 15Q: 3 clusters Score -64151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64159.523438 Penalty: 3171.221191
	Iteration 16Q: 3 clusters Score -64159.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64174.507812 Penalty: 3171.221191
	Iteration 17Q: 3 clusters Score -64174.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64188.800781 Penalty: 3171.221191
	Iteration 18Q: 3 clusters Score -64188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64211.976562 Penalty: 3171.221191
	Iteration 19Q: 3 clusters Score -64211.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64236.226562 Penalty: 3171.221191
	Iteration 20F: 3 clusters Score -64236.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64258.320312 Penalty: 3171.221191
	Iteration 21Q: 3 clusters Score -64258.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64278.812500 Penalty: 3171.221191
	Iteration 22Q: 3 clusters Score -64278.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64291.992188 Penalty: 3171.221191
	Iteration 23Q: 3 clusters Score -64291.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64300.394531 Penalty: 3171.221191
	Iteration 24Q: 3 clusters Score -64300.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64311.484375 Penalty: 3171.221191
	Iteration 25Q: 3 clusters Score -64311.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64349.843750 Penalty: 3171.221191
	Iteration 26Q: 3 clusters Score -64349.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64388.332031 Penalty: 3171.221191
	Iteration 27Q: 3 clusters Score -64388.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64498.128906 Penalty: 3171.221191
	Iteration 28Q: 3 clusters Score -64498.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64531.882812 Penalty: 3171.221191
	Iteration 29Q: 3 clusters Score -64531.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64534.425781 Penalty: 3171.221191
	Iteration 30Q: 3 clusters Score -64534.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64534.425781 Penalty: 3171.221191
	Iteration 31F: 3 clusters Score -64534.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Entering Unmasked Estep 
Score: -20446198.000000 Penalty: 2976.371826
	Iteration 0F: 2 clusters Score -2.04462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -20340232.000000 Penalty: 5952.743652
	Iteration 0F: 3 clusters Score -2.034023e+07 nChanged 78030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -20385072.000000 Penalty: 5952.743652
	Iteration 1F: 3 clusters Score -2.038507e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -20386038.000000 Penalty: 5952.743652
	Iteration 2Q: 3 clusters Score -2.038604e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -20387506.000000 Penalty: 5952.743652
	Iteration 3Q: 3 clusters Score -2.038751e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -20390112.000000 Penalty: 5952.743652
	Iteration 4Q: 3 clusters Score -2.039011e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -20394980.000000 Penalty: 5952.743652
	Iteration 5F: 3 clusters Score -2.039498e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -20403664.000000 Penalty: 5952.743652
	Iteration 6F: 3 clusters Score -2.040366e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 131996 members 
Entering Unmasked Estep 
Score: -20416964.000000 Penalty: 5952.743652
	Iteration 7F: 3 clusters Score -2.041696e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -20430944.000000 Penalty: 5952.743652
	Iteration 8F: 3 clusters Score -2.043094e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -20439084.000000 Penalty: 5952.743652
	Iteration 9F: 3 clusters Score -2.043908e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -20442208.000000 Penalty: 5952.743652
	Iteration 10Q: 3 clusters Score -2.044221e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -20443316.000000 Penalty: 5952.743652
	Iteration 11Q: 3 clusters Score -2.044332e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -20443766.000000 Penalty: 5952.743652
	Iteration 12Q: 3 clusters Score -2.044377e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -20444050.000000 Penalty: 5952.743652
	Iteration 13Q: 3 clusters Score -2.044405e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 161576 members 
Entering Unmasked Estep 
Score: -20444210.000000 Penalty: 5952.743652
	Iteration 14Q: 3 clusters Score -2.044421e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -20444352.000000 Penalty: 5952.743652
	Iteration 15Q: 3 clusters Score -2.044435e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 161613 members 
Entering Unmasked Estep 
Score: -20444436.000000 Penalty: 5952.743652
	Iteration 16Q: 3 clusters Score -2.044444e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 161605 members 
Entering Unmasked Estep 
Score: -20444460.000000 Penalty: 5952.743652
	Iteration 17Q: 3 clusters Score -2.044446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 161601 members 
Entering Unmasked Estep 
Score: -20444528.000000 Penalty: 5952.743652
	Iteration 18Q: 3 clusters Score -2.044453e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -20444570.000000 Penalty: 5952.743652
	Iteration 19Q: 3 clusters Score -2.044457e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -20444584.000000 Penalty: 5952.743652
	Iteration 20F: 3 clusters Score -2.044458e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -20444608.000000 Penalty: 5952.743652
	Iteration 21Q: 3 clusters Score -2.044461e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -20444682.000000 Penalty: 5952.743652
	Iteration 22Q: 3 clusters Score -2.044468e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -20444722.000000 Penalty: 5952.743652
	Iteration 23Q: 3 clusters Score -2.044472e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 161601 members 
Entering Unmasked Estep 
Score: -20444842.000000 Penalty: 5952.743652
	Iteration 24Q: 3 clusters Score -2.044484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -20444876.000000 Penalty: 5952.743652
	Iteration 25Q: 3 clusters Score -2.044488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -20444902.000000 Penalty: 5952.743652
	Iteration 26Q: 3 clusters Score -2.04449e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 161584 members 
Entering Unmasked Estep 
Score: -20444984.000000 Penalty: 5952.743652
	Iteration 27Q: 3 clusters Score -2.044498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 161567 members 
Entering Unmasked Estep 
Score: -20444982.000000 Penalty: 5952.743652
	Iteration 28Q: 3 clusters Score -2.044498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 161554 members 
Entering Unmasked Estep 
Score: -20445020.000000 Penalty: 5952.743652
	Iteration 29Q: 3 clusters Score -2.044502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 161545 members 
Entering Unmasked Estep 
Score: -20445046.000000 Penalty: 5952.743652
	Iteration 30Q: 3 clusters Score -2.044505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 161545 members 
Entering Unmasked Estep 
Score: -20445048.000000 Penalty: 5952.743652
	Iteration 31Q: 3 clusters Score -2.044505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -20445064.000000 Penalty: 5952.743652
	Iteration 32Q: 3 clusters Score -2.044506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -20445064.000000 Penalty: 5952.743652
	Iteration 33Q: 3 clusters Score -2.044506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 161540 members 
Entering Unmasked Estep 
Score: -20445086.000000 Penalty: 5952.743652
	Iteration 34Q: 3 clusters Score -2.044509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -20445086.000000 Penalty: 5952.743652
	Iteration 35Q: 3 clusters Score -2.044509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -20445114.000000 Penalty: 5952.743652
	Iteration 36Q: 3 clusters Score -2.044511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 161519 members 
Entering Unmasked Estep 
Score: -20445114.000000 Penalty: 5952.743652
	Iteration 37Q: 3 clusters Score -2.044511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 161519 members 
Entering Unmasked Estep 
Score: -20445134.000000 Penalty: 5952.743652
	Iteration 38Q: 3 clusters Score -2.044513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -20445150.000000 Penalty: 5952.743652
	Iteration 39Q: 3 clusters Score -2.044515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -20445150.000000 Penalty: 5952.743652
	Iteration 40F: 3 clusters Score -2.044515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -20445174.000000 Penalty: 5952.743652
	Iteration 41Q: 3 clusters Score -2.044517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 161481 members 
Entering Unmasked Estep 
Score: -20445182.000000 Penalty: 5952.743652
	Iteration 42Q: 3 clusters Score -2.044518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -20445204.000000 Penalty: 5952.743652
	Iteration 43Q: 3 clusters Score -2.04452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -20445212.000000 Penalty: 5952.743652
	Iteration 44Q: 3 clusters Score -2.044521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 161467 members 
Entering Unmasked Estep 
Score: -20445216.000000 Penalty: 5952.743652
	Iteration 45Q: 3 clusters Score -2.044522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 161458 members 
Entering Unmasked Estep 
Score: -20445246.000000 Penalty: 5952.743652
	Iteration 46Q: 3 clusters Score -2.044525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -20445226.000000 Penalty: 5952.743652
	Iteration 47Q: 3 clusters Score -2.044523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 161450 members 
Entering Unmasked Estep 
Score: -20445228.000000 Penalty: 5952.743652
	Iteration 48Q: 3 clusters Score -2.044523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -20445238.000000 Penalty: 5952.743652
	Iteration 49Q: 3 clusters Score -2.044524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -20445250.000000 Penalty: 5952.743652
	Iteration 50Q: 3 clusters Score -2.044525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 161431 members 
Entering Unmasked Estep 
Score: -20445244.000000 Penalty: 5952.743652
	Iteration 51Q: 3 clusters Score -2.044524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -20445242.000000 Penalty: 5952.743652
	Iteration 52Q: 3 clusters Score -2.044524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -20445232.000000 Penalty: 5952.743652
	Iteration 53Q: 3 clusters Score -2.044523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -20445224.000000 Penalty: 5952.743652
	Iteration 54Q: 3 clusters Score -2.044522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -20445216.000000 Penalty: 5952.743652
	Iteration 55Q: 3 clusters Score -2.044522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -20445220.000000 Penalty: 5952.743652
	Iteration 56Q: 3 clusters Score -2.044522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 161406 members 
Entering Unmasked Estep 
Score: -20445226.000000 Penalty: 5952.743652
	Iteration 57Q: 3 clusters Score -2.044523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 161404 members 
Entering Unmasked Estep 
Score: -20445228.000000 Penalty: 5952.743652
	Iteration 58Q: 3 clusters Score -2.044523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -20445238.000000 Penalty: 5952.743652
	Iteration 59Q: 3 clusters Score -2.044524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -20445248.000000 Penalty: 5952.743652
	Iteration 60F: 3 clusters Score -2.044525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12974 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 179652 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 91049 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 94838 members 
Mstep: Class 18 contains 17473 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16976 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105767064.000000 Penalty: 81311.140625
Iteration 359Q: 25 clusters Score -1.057671e+08 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12824 members 
Mstep: Class 5 contains 14370 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 179413 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 12957 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 91865 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9249 members 
Mstep: Class 17 contains 95553 members 
Mstep: Class 18 contains 17342 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16977 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162893 members 
Mstep: Class 24 contains 73388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105767296.000000 Penalty: 81311.140625
Iteration 360F: 25 clusters Score -1.057673e+08 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158502 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12696 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 179248 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 12785 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 90934 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9233 members 
Mstep: Class 17 contains 95925 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16994 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162764 members 
Mstep: Class 24 contains 74404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105767976.000000 Penalty: 81311.140625
Iteration 361Q: 25 clusters Score -1.05768e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12573 members 
Mstep: Class 5 contains 14427 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 8 contains 179144 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 12630 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 90145 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9216 members 
Mstep: Class 17 contains 96435 members 
Mstep: Class 18 contains 17231 members 
Mstep: Class 19 contains 1770 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16994 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162615 members 
Mstep: Class 24 contains 75127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105768328.000000 Penalty: 81311.140625
Iteration 362Q: 25 clusters Score -1.057683e+08 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14469 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 179052 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 12498 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 89442 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9197 members 
Mstep: Class 17 contains 96997 members 
Mstep: Class 18 contains 17184 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16974 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162474 members 
Mstep: Class 24 contains 75756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105768160.000000 Penalty: 81311.140625
Iteration 363Q: 25 clusters Score -1.057682e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 14497 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 178964 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 88824 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 97583 members 
Mstep: Class 18 contains 17155 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16935 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162386 members 
Mstep: Class 24 contains 76312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105768760.000000 Penalty: 81311.140625
Iteration 364Q: 25 clusters Score -1.057688e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 14527 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 178898 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 88259 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9161 members 
Mstep: Class 17 contains 98222 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16884 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 76803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105769136.000000 Penalty: 81311.140625
Iteration 365Q: 25 clusters Score -1.057691e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158387 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12174 members 
Mstep: Class 5 contains 14573 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2499 members 
Mstep: Class 8 contains 178776 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 87724 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9145 members 
Mstep: Class 17 contains 98938 members 
Mstep: Class 18 contains 17085 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16829 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 162094 members 
Mstep: Class 24 contains 77234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105769104.000000 Penalty: 81311.140625
Iteration 366Q: 25 clusters Score -1.057691e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 178657 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 12063 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 87223 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 99695 members 
Mstep: Class 18 contains 17052 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16758 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 161949 members 
Mstep: Class 24 contains 77600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105769568.000000 Penalty: 81311.140625
Iteration 367Q: 25 clusters Score -1.057696e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 12015 members 
Mstep: Class 5 contains 14686 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 178491 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 86758 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 100555 members 
Mstep: Class 18 contains 17018 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 161769 members 
Mstep: Class 24 contains 77952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105770192.000000 Penalty: 81311.140625
Iteration 368Q: 25 clusters Score -1.057702e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 14726 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 178311 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11871 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 86314 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 101436 members 
Mstep: Class 18 contains 16976 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16583 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 161532 members 
Mstep: Class 24 contains 78282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105770648.000000 Penalty: 81311.140625
Iteration 369Q: 25 clusters Score -1.057706e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 14761 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 178068 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 85921 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 102356 members 
Mstep: Class 18 contains 16934 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 161235 members 
Mstep: Class 24 contains 78550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105771384.000000 Penalty: 81311.140625
Iteration 370Q: 25 clusters Score -1.057714e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 177790 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11694 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 85507 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 103306 members 
Mstep: Class 18 contains 16899 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16399 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 160946 members 
Mstep: Class 24 contains 78831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105771744.000000 Penalty: 81311.140625
Iteration 371Q: 25 clusters Score -1.057717e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158033 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 14826 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 177523 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11589 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 85127 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 104298 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16310 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 160643 members 
Mstep: Class 24 contains 79056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105771864.000000 Penalty: 81311.140625
Iteration 372Q: 25 clusters Score -1.057719e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11705 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 177280 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 84800 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 105305 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16221 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 160249 members 
Mstep: Class 24 contains 79221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105771952.000000 Penalty: 81311.140625
Iteration 373Q: 25 clusters Score -1.05772e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 14903 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 177016 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 84520 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 106326 members 
Mstep: Class 18 contains 16755 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16122 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 159791 members 
Mstep: Class 24 contains 79342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105772920.000000 Penalty: 81311.140625
Iteration 374Q: 25 clusters Score -1.057729e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14920 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 176740 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 84253 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 107304 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 16027 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 159318 members 
Mstep: Class 24 contains 79513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105773008.000000 Penalty: 81311.140625
Iteration 375Q: 25 clusters Score -1.05773e+08 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 11522 members 
Mstep: Class 5 contains 14943 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 176401 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 11163 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 84020 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8945 members 
Mstep: Class 17 contains 108313 members 
Mstep: Class 18 contains 16650 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15928 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 158808 members 
Mstep: Class 24 contains 79669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105773632.000000 Penalty: 81311.140625
Iteration 376Q: 25 clusters Score -1.057736e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11478 members 
Mstep: Class 5 contains 14991 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 176065 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 11037 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 83853 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 109373 members 
Mstep: Class 18 contains 16589 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15803 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 158342 members 
Mstep: Class 24 contains 79757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105773968.000000 Penalty: 81311.140625
Iteration 377Q: 25 clusters Score -1.05774e+08 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159034 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 15028 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 175658 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 83684 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8891 members 
Mstep: Class 17 contains 110450 members 
Mstep: Class 18 contains 16540 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 157819 members 
Mstep: Class 24 contains 79864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105774688.000000 Penalty: 81311.140625
Iteration 378Q: 25 clusters Score -1.057747e+08 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 15050 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 175153 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 83528 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 111526 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15515 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 157191 members 
Mstep: Class 24 contains 79980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105775088.000000 Penalty: 81311.140625
Iteration 379Q: 25 clusters Score -1.057751e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11348 members 
Mstep: Class 5 contains 15025 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 174571 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 10737 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 692 members 
Mstep: Class 14 contains 83422 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 112655 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15378 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 156555 members 
Mstep: Class 24 contains 80065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105775880.000000 Penalty: 81311.140625
Iteration 380F: 25 clusters Score -1.057759e+08 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 14990 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 174022 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10648 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 692 members 
Mstep: Class 14 contains 83358 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 17 contains 113809 members 
Mstep: Class 18 contains 16375 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15236 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155905 members 
Mstep: Class 24 contains 80144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105775952.000000 Penalty: 81311.140625
Iteration 381Q: 25 clusters Score -1.05776e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160782 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 173391 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10568 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 83329 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8774 members 
Mstep: Class 17 contains 114974 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 155266 members 
Mstep: Class 24 contains 80202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105776832.000000 Penalty: 81311.140625
Iteration 382Q: 25 clusters Score -1.057768e+08 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11222 members 
Mstep: Class 5 contains 14935 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 172749 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 83316 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 116128 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14972 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 154734 members 
Mstep: Class 24 contains 80244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777536.000000 Penalty: 81311.140625
Iteration 383Q: 25 clusters Score -1.057775e+08 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161355 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 11182 members 
Mstep: Class 5 contains 14899 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 172146 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 690 members 
Mstep: Class 14 contains 83299 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8736 members 
Mstep: Class 17 contains 117250 members 
Mstep: Class 18 contains 16193 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14875 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 154289 members 
Mstep: Class 24 contains 80281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105778744.000000 Penalty: 81311.140625
Iteration 384Q: 25 clusters Score -1.057787e+08 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 171508 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 690 members 
Mstep: Class 14 contains 83266 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 118406 members 
Mstep: Class 18 contains 16112 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153938 members 
Mstep: Class 24 contains 80304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105779360.000000 Penalty: 81311.140625
Iteration 385Q: 25 clusters Score -1.057794e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 11062 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 170931 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 83223 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 119490 members 
Mstep: Class 18 contains 16042 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14695 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153638 members 
Mstep: Class 24 contains 80316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105779824.000000 Penalty: 81311.140625
Iteration 386Q: 25 clusters Score -1.057798e+08 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 170404 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 10167 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 83163 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 120571 members 
Mstep: Class 18 contains 15995 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14615 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153424 members 
Mstep: Class 24 contains 80301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105780224.000000 Penalty: 81311.140625
Iteration 387Q: 25 clusters Score -1.057802e+08 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 169871 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 690 members 
Mstep: Class 14 contains 83112 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 121644 members 
Mstep: Class 18 contains 15940 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14531 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153289 members 
Mstep: Class 24 contains 80269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105780536.000000 Penalty: 81311.140625
Iteration 388Q: 25 clusters Score -1.057805e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10961 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 169345 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 10047 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 690 members 
Mstep: Class 14 contains 83074 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 122730 members 
Mstep: Class 18 contains 15872 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14445 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153220 members 
Mstep: Class 24 contains 80216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105780872.000000 Penalty: 81311.140625
Iteration 389Q: 25 clusters Score -1.057809e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 168793 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 690 members 
Mstep: Class 14 contains 83065 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 123839 members 
Mstep: Class 18 contains 15809 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153163 members 
Mstep: Class 24 contains 80143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781912.000000 Penalty: 81311.140625
Iteration 390Q: 25 clusters Score -1.057819e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161243 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 168352 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9950 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 83007 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 124827 members 
Mstep: Class 18 contains 15752 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14272 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153095 members 
Mstep: Class 24 contains 80075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105782632.000000 Penalty: 81311.140625
Iteration 391Q: 25 clusters Score -1.057826e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 167923 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 82975 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 125768 members 
Mstep: Class 18 contains 15693 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 153017 members 
Mstep: Class 24 contains 80017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105783384.000000 Penalty: 81311.140625
Iteration 392Q: 25 clusters Score -1.057834e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160969 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 14888 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 167508 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 82962 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 126702 members 
Mstep: Class 18 contains 15635 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 14089 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152946 members 
Mstep: Class 24 contains 79932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105783664.000000 Penalty: 81311.140625
Iteration 393Q: 25 clusters Score -1.057837e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160820 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10869 members 
Mstep: Class 5 contains 14908 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 167096 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 82936 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8502 members 
Mstep: Class 17 contains 127664 members 
Mstep: Class 18 contains 15578 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13987 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152893 members 
Mstep: Class 24 contains 79843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105783960.000000 Penalty: 81311.140625
Iteration 394Q: 25 clusters Score -1.05784e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10836 members 
Mstep: Class 5 contains 14931 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 166783 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9746 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 82883 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 128578 members 
Mstep: Class 18 contains 15530 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13894 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152819 members 
Mstep: Class 24 contains 79767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105784672.000000 Penalty: 81311.140625
Iteration 395Q: 25 clusters Score -1.057847e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160420 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10806 members 
Mstep: Class 5 contains 14957 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 166447 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 82809 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 129529 members 
Mstep: Class 18 contains 15462 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152805 members 
Mstep: Class 24 contains 79681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105784728.000000 Penalty: 81311.140625
Iteration 396Q: 25 clusters Score -1.057847e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160204 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10777 members 
Mstep: Class 5 contains 15004 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 166100 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 82762 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 130481 members 
Mstep: Class 18 contains 15414 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13730 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152752 members 
Mstep: Class 24 contains 79562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105784960.000000 Penalty: 81311.140625
Iteration 397Q: 25 clusters Score -1.05785e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10758 members 
Mstep: Class 5 contains 15050 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 165765 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82722 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8462 members 
Mstep: Class 17 contains 131432 members 
Mstep: Class 18 contains 15346 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13649 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152680 members 
Mstep: Class 24 contains 79447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785496.000000 Penalty: 81311.140625
Iteration 398Q: 25 clusters Score -1.057855e+08 nChanged 2334
Entering ConstructFrom: 
Score: -105785496.000000 Penalty: 81311.140625
Entering ConstructFrom: 
Trying to split cluster 1 (159722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Entering Unmasked Estep 
Score: -20184518.000000 Penalty: 2971.334961
	Iteration 0F: 2 clusters Score -2.018452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -20080282.000000 Penalty: 5942.669922
	Iteration 0F: 3 clusters Score -2.008028e+07 nChanged 76342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -20125536.000000 Penalty: 5942.669922
	Iteration 1F: 3 clusters Score -2.012554e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -20126722.000000 Penalty: 5942.669922
	Iteration 2Q: 3 clusters Score -2.012672e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -20128328.000000 Penalty: 5942.669922
	Iteration 3Q: 3 clusters Score -2.012833e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -20130644.000000 Penalty: 5942.669922
	Iteration 4Q: 3 clusters Score -2.013064e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -20134196.000000 Penalty: 5942.669922
	Iteration 5Q: 3 clusters Score -2.01342e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -20139242.000000 Penalty: 5942.669922
	Iteration 6F: 3 clusters Score -2.013924e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -20145634.000000 Penalty: 5942.669922
	Iteration 7F: 3 clusters Score -2.014563e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112299 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -20152342.000000 Penalty: 5942.669922
	Iteration 8F: 3 clusters Score -2.015234e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -20158750.000000 Penalty: 5942.669922
	Iteration 9F: 3 clusters Score -2.015875e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -20163994.000000 Penalty: 5942.669922
	Iteration 10Q: 3 clusters Score -2.016399e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -20167922.000000 Penalty: 5942.669922
	Iteration 11Q: 3 clusters Score -2.016792e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -20170292.000000 Penalty: 5942.669922
	Iteration 12Q: 3 clusters Score -2.017029e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134415 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -20172062.000000 Penalty: 5942.669922
	Iteration 13Q: 3 clusters Score -2.017206e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -20173556.000000 Penalty: 5942.669922
	Iteration 14Q: 3 clusters Score -2.017356e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139380 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -20174880.000000 Penalty: 5942.669922
	Iteration 15Q: 3 clusters Score -2.017488e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -20176250.000000 Penalty: 5942.669922
	Iteration 16Q: 3 clusters Score -2.017625e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -20177472.000000 Penalty: 5942.669922
	Iteration 17Q: 3 clusters Score -2.017747e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -20178298.000000 Penalty: 5942.669922
	Iteration 18Q: 3 clusters Score -2.01783e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -20179112.000000 Penalty: 5942.669922
	Iteration 19Q: 3 clusters Score -2.017911e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -20179936.000000 Penalty: 5942.669922
	Iteration 20F: 3 clusters Score -2.017994e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150064 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -20180532.000000 Penalty: 5942.669922
	Iteration 21Q: 3 clusters Score -2.018053e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -20180958.000000 Penalty: 5942.669922
	Iteration 22Q: 3 clusters Score -2.018096e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -20181348.000000 Penalty: 5942.669922
	Iteration 23Q: 3 clusters Score -2.018135e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -20181656.000000 Penalty: 5942.669922
	Iteration 24Q: 3 clusters Score -2.018166e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -20182020.000000 Penalty: 5942.669922
	Iteration 25Q: 3 clusters Score -2.018202e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154265 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -20182182.000000 Penalty: 5942.669922
	Iteration 26Q: 3 clusters Score -2.018218e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -20182350.000000 Penalty: 5942.669922
	Iteration 27Q: 3 clusters Score -2.018235e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -20182452.000000 Penalty: 5942.669922
	Iteration 28Q: 3 clusters Score -2.018245e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -20182524.000000 Penalty: 5942.669922
	Iteration 29Q: 3 clusters Score -2.018252e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20182538.000000 Penalty: 5942.669922
	Iteration 30Q: 3 clusters Score -2.018254e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -20182550.000000 Penalty: 5942.669922
	Iteration 31Q: 3 clusters Score -2.018255e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20182562.000000 Penalty: 5942.669922
	Iteration 32Q: 3 clusters Score -2.018256e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -20182552.000000 Penalty: 5942.669922
	Iteration 33Q: 3 clusters Score -2.018255e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -20182560.000000 Penalty: 5942.669922
	Iteration 34Q: 3 clusters Score -2.018256e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20182552.000000 Penalty: 5942.669922
	Iteration 35Q: 3 clusters Score -2.018255e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157086 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -20182558.000000 Penalty: 5942.669922
	Iteration 36Q: 3 clusters Score -2.018256e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -20182580.000000 Penalty: 5942.669922
	Iteration 37Q: 3 clusters Score -2.018258e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -20182552.000000 Penalty: 5942.669922
	Iteration 38Q: 3 clusters Score -2.018255e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20182560.000000 Penalty: 5942.669922
	Iteration 39Q: 3 clusters Score -2.018256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -20182558.000000 Penalty: 5942.669922
	Iteration 40F: 3 clusters Score -2.018256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20182578.000000 Penalty: 5942.669922
	Iteration 41Q: 3 clusters Score -2.018258e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -20182576.000000 Penalty: 5942.669922
	Iteration 42Q: 3 clusters Score -2.018258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -20182550.000000 Penalty: 5942.669922
	Iteration 43Q: 3 clusters Score -2.018255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -20182546.000000 Penalty: 5942.669922
	Iteration 44Q: 3 clusters Score -2.018255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20182534.000000 Penalty: 5942.669922
	Iteration 45Q: 3 clusters Score -2.018253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20182544.000000 Penalty: 5942.669922
	Iteration 46Q: 3 clusters Score -2.018254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20182550.000000 Penalty: 5942.669922
	Iteration 47Q: 3 clusters Score -2.018255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20182534.000000 Penalty: 5942.669922
	Iteration 48Q: 3 clusters Score -2.018253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -20182542.000000 Penalty: 5942.669922
	Iteration 49Q: 3 clusters Score -2.018254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20182552.000000 Penalty: 5942.669922
	Iteration 50Q: 3 clusters Score -2.018255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -20182536.000000 Penalty: 5942.669922
	Iteration 51Q: 3 clusters Score -2.018254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -20182512.000000 Penalty: 5942.669922
	Iteration 52Q: 3 clusters Score -2.018251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20182522.000000 Penalty: 5942.669922
	Iteration 53Q: 3 clusters Score -2.018252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20182532.000000 Penalty: 5942.669922
	Iteration 54Q: 3 clusters Score -2.018253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20182512.000000 Penalty: 5942.669922
	Iteration 55Q: 3 clusters Score -2.018251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -20182508.000000 Penalty: 5942.669922
	Iteration 56Q: 3 clusters Score -2.018251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -20182510.000000 Penalty: 5942.669922
	Iteration 57Q: 3 clusters Score -2.018251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -20182512.000000 Penalty: 5942.669922
	Iteration 58Q: 3 clusters Score -2.018251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -20182508.000000 Penalty: 5942.669922
	Iteration 59Q: 3 clusters Score -2.018251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157815 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -20182498.000000 Penalty: 5942.669922
	Iteration 60F: 3 clusters Score -2.01825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157830 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -20182512.000000 Penalty: 5942.669922
	Iteration 61Q: 3 clusters Score -2.018251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -20182518.000000 Penalty: 5942.669922
	Iteration 62Q: 3 clusters Score -2.018252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20182502.000000 Penalty: 5942.669922
	Iteration 63Q: 3 clusters Score -2.01825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -20182500.000000 Penalty: 5942.669922
	Iteration 64Q: 3 clusters Score -2.01825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20182528.000000 Penalty: 5942.669922
	Iteration 65Q: 3 clusters Score -2.018253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20182518.000000 Penalty: 5942.669922
	Iteration 66Q: 3 clusters Score -2.018252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157945 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20182512.000000 Penalty: 5942.669922
	Iteration 67Q: 3 clusters Score -2.018251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20182498.000000 Penalty: 5942.669922
	Iteration 68Q: 3 clusters Score -2.01825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157968 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20182488.000000 Penalty: 5942.669922
	Iteration 69Q: 3 clusters Score -2.018249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20182476.000000 Penalty: 5942.669922
	Iteration 70Q: 3 clusters Score -2.018248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20182476.000000 Penalty: 5942.669922
	Iteration 71Q: 3 clusters Score -2.018248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20182484.000000 Penalty: 5942.669922
	Iteration 72Q: 3 clusters Score -2.018248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20182472.000000 Penalty: 5942.669922
	Iteration 73Q: 3 clusters Score -2.018247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20182478.000000 Penalty: 5942.669922
	Iteration 74Q: 3 clusters Score -2.018248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -20182498.000000 Penalty: 5942.669922
	Iteration 75Q: 3 clusters Score -2.01825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -20182480.000000 Penalty: 5942.669922
	Iteration 76Q: 3 clusters Score -2.018248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20182480.000000 Penalty: 5942.669922
	Iteration 77Q: 3 clusters Score -2.018248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20182478.000000 Penalty: 5942.669922
	Iteration 78Q: 3 clusters Score -2.018248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20182478.000000 Penalty: 5942.669922
	Iteration 79F: 3 clusters Score -2.018248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -284654.593750 Penalty: 1931.167725
	Iteration 0F: 2 clusters Score -284654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -281803.218750 Penalty: 3862.335449
	Iteration 0F: 3 clusters Score -281803.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -282454.781250 Penalty: 3862.335449
	Iteration 1F: 3 clusters Score -282454.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -282689.156250 Penalty: 3862.335449
	Iteration 2F: 3 clusters Score -282689.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -282845.781250 Penalty: 3862.335449
	Iteration 3F: 3 clusters Score -282845.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -282939.500000 Penalty: 3862.335449
	Iteration 4Q: 3 clusters Score -282939.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282992.906250 Penalty: 3862.335449
	Iteration 5Q: 3 clusters Score -282992.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -283034.125000 Penalty: 3862.335449
	Iteration 6Q: 3 clusters Score -283034.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283062.937500 Penalty: 3862.335449
	Iteration 7Q: 3 clusters Score -283062.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -283088.656250 Penalty: 3862.335449
	Iteration 8Q: 3 clusters Score -283088.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -283119.562500 Penalty: 3862.335449
	Iteration 9Q: 3 clusters Score -283119.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -283153.031250 Penalty: 3862.335449
	Iteration 10Q: 3 clusters Score -283153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -283178.656250 Penalty: 3862.335449
	Iteration 11Q: 3 clusters Score -283178.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -283192.812500 Penalty: 3862.335449
	Iteration 12Q: 3 clusters Score -283192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -283207.750000 Penalty: 3862.335449
	Iteration 13Q: 3 clusters Score -283207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -283218.625000 Penalty: 3862.335449
	Iteration 14Q: 3 clusters Score -283218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -283225.406250 Penalty: 3862.335449
	Iteration 15Q: 3 clusters Score -283225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -283230.906250 Penalty: 3862.335449
	Iteration 16Q: 3 clusters Score -283230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -283235.875000 Penalty: 3862.335449
	Iteration 17Q: 3 clusters Score -283235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -283242.937500 Penalty: 3862.335449
	Iteration 18Q: 3 clusters Score -283242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -283249.781250 Penalty: 3862.335449
	Iteration 19Q: 3 clusters Score -283249.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -283258.093750 Penalty: 3862.335449
	Iteration 20F: 3 clusters Score -283258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -283265.625000 Penalty: 3862.335449
	Iteration 21Q: 3 clusters Score -283265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -283268.843750 Penalty: 3862.335449
	Iteration 22Q: 3 clusters Score -283268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -283270.500000 Penalty: 3862.335449
	Iteration 23Q: 3 clusters Score -283270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -283271.593750 Penalty: 3862.335449
	Iteration 24Q: 3 clusters Score -283271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -283274.125000 Penalty: 3862.335449
	Iteration 25Q: 3 clusters Score -283274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -283276.531250 Penalty: 3862.335449
	Iteration 26Q: 3 clusters Score -283276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -283279.062500 Penalty: 3862.335449
	Iteration 27Q: 3 clusters Score -283279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -283281.218750 Penalty: 3862.335449
	Iteration 28Q: 3 clusters Score -283281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -283282.906250 Penalty: 3862.335449
	Iteration 29Q: 3 clusters Score -283282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -283282.906250 Penalty: 3862.335449
	Iteration 30F: 3 clusters Score -283282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -32488.945312 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -32488.95 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 170 members 
Entering Unmasked Estep 
Score: -31284.527344 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -31284.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31400.257812 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -31400.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31426.875000 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -31426.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31448.210938 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -31448.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31469.496094 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -31469.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31510.322266 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -31510.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31533.230469 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -31533.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31565.871094 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -31565.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31579.572266 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -31579.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31580.876953 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -31580.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31580.876953 Penalty: 2851.698975
	Iteration 10F: 3 clusters Score -31580.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1368487.250000 Penalty: 2301.892090
	Iteration 0F: 2 clusters Score -1368487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1360368.250000 Penalty: 4603.784180
	Iteration 0F: 3 clusters Score -1360368 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1362701.000000 Penalty: 4603.784180
	Iteration 1F: 3 clusters Score -1362701 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1363030.625000 Penalty: 4603.784180
	Iteration 2F: 3 clusters Score -1363031 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1363237.250000 Penalty: 4603.784180
	Iteration 3F: 3 clusters Score -1363237 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1363377.625000 Penalty: 4603.784180
	Iteration 4Q: 3 clusters Score -1363378 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1363479.375000 Penalty: 4603.784180
	Iteration 5Q: 3 clusters Score -1363479 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1363581.750000 Penalty: 4603.784180
	Iteration 6Q: 3 clusters Score -1363582 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1363666.250000 Penalty: 4603.784180
	Iteration 7Q: 3 clusters Score -1363666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1363742.375000 Penalty: 4603.784180
	Iteration 8Q: 3 clusters Score -1363742 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1363805.625000 Penalty: 4603.784180
	Iteration 9Q: 3 clusters Score -1363806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1363861.375000 Penalty: 4603.784180
	Iteration 10Q: 3 clusters Score -1363861 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1363927.625000 Penalty: 4603.784180
	Iteration 11Q: 3 clusters Score -1363928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1363996.125000 Penalty: 4603.784180
	Iteration 12Q: 3 clusters Score -1363996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1364061.125000 Penalty: 4603.784180
	Iteration 13Q: 3 clusters Score -1364061 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1364137.875000 Penalty: 4603.784180
	Iteration 14Q: 3 clusters Score -1364138 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1364238.625000 Penalty: 4603.784180
	Iteration 15Q: 3 clusters Score -1364239 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1364393.875000 Penalty: 4603.784180
	Iteration 16Q: 3 clusters Score -1364394 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1364615.750000 Penalty: 4603.784180
	Iteration 17Q: 3 clusters Score -1364616 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1364920.875000 Penalty: 4603.784180
	Iteration 18Q: 3 clusters Score -1364921 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1365285.625000 Penalty: 4603.784180
	Iteration 19Q: 3 clusters Score -1365286 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1365718.375000 Penalty: 4603.784180
	Iteration 20F: 3 clusters Score -1365718 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1366114.875000 Penalty: 4603.784180
	Iteration 21Q: 3 clusters Score -1366115 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1366443.375000 Penalty: 4603.784180
	Iteration 22Q: 3 clusters Score -1366443 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1366662.500000 Penalty: 4603.784180
	Iteration 23Q: 3 clusters Score -1366662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1366833.125000 Penalty: 4603.784180
	Iteration 24Q: 3 clusters Score -1366833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1366929.625000 Penalty: 4603.784180
	Iteration 25Q: 3 clusters Score -1366930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1366981.750000 Penalty: 4603.784180
	Iteration 26Q: 3 clusters Score -1366982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1367006.875000 Penalty: 4603.784180
	Iteration 27Q: 3 clusters Score -1367007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1367027.375000 Penalty: 4603.784180
	Iteration 28Q: 3 clusters Score -1367027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1367045.875000 Penalty: 4603.784180
	Iteration 29Q: 3 clusters Score -1367046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1367056.625000 Penalty: 4603.784180
	Iteration 30Q: 3 clusters Score -1367057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1367060.125000 Penalty: 4603.784180
	Iteration 31Q: 3 clusters Score -1367060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1367066.000000 Penalty: 4603.784180
	Iteration 32Q: 3 clusters Score -1367066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1367074.750000 Penalty: 4603.784180
	Iteration 33Q: 3 clusters Score -1367075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1367076.375000 Penalty: 4603.784180
	Iteration 34Q: 3 clusters Score -1367076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1367080.500000 Penalty: 4603.784180
	Iteration 35Q: 3 clusters Score -1367080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1367086.625000 Penalty: 4603.784180
	Iteration 36Q: 3 clusters Score -1367087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1367091.000000 Penalty: 4603.784180
	Iteration 37Q: 3 clusters Score -1367091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1367091.875000 Penalty: 4603.784180
	Iteration 38Q: 3 clusters Score -1367092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1367091.500000 Penalty: 4603.784180
	Iteration 39Q: 3 clusters Score -1367092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1367111.750000 Penalty: 4603.784180
	Iteration 40F: 3 clusters Score -1367112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1367127.375000 Penalty: 4603.784180
	Iteration 41Q: 3 clusters Score -1367127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1367132.500000 Penalty: 4603.784180
	Iteration 42Q: 3 clusters Score -1367132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1367137.000000 Penalty: 4603.784180
	Iteration 43Q: 3 clusters Score -1367137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1367140.125000 Penalty: 4603.784180
	Iteration 44Q: 3 clusters Score -1367140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1367142.625000 Penalty: 4603.784180
	Iteration 45Q: 3 clusters Score -1367143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1367144.875000 Penalty: 4603.784180
	Iteration 46Q: 3 clusters Score -1367145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1367145.500000 Penalty: 4603.784180
	Iteration 47Q: 3 clusters Score -1367146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1367151.625000 Penalty: 4603.784180
	Iteration 48Q: 3 clusters Score -1367152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1367155.500000 Penalty: 4603.784180
	Iteration 49Q: 3 clusters Score -1367156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1367160.000000 Penalty: 4603.784180
	Iteration 50Q: 3 clusters Score -1367160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1367166.250000 Penalty: 4603.784180
	Iteration 51Q: 3 clusters Score -1367166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1367166.250000 Penalty: 4603.784180
	Iteration 52Q: 3 clusters Score -1367166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1367166.250000 Penalty: 4603.784180
	Iteration 53F: 3 clusters Score -1367166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Entering Unmasked Estep 
Score: -1881353.500000 Penalty: 2386.154053
	Iteration 0F: 2 clusters Score -1881354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1870440.375000 Penalty: 4772.308105
	Iteration 0F: 3 clusters Score -1870440 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1874123.500000 Penalty: 4772.308105
	Iteration 1F: 3 clusters Score -1874124 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1874866.875000 Penalty: 4772.308105
	Iteration 2F: 3 clusters Score -1874867 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1875757.375000 Penalty: 4772.308105
	Iteration 3F: 3 clusters Score -1875757 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1876714.750000 Penalty: 4772.308105
	Iteration 4F: 3 clusters Score -1876715 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1877508.625000 Penalty: 4772.308105
	Iteration 5F: 3 clusters Score -1877509 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1878183.500000 Penalty: 4772.308105
	Iteration 6F: 3 clusters Score -1878184 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1878695.875000 Penalty: 4772.308105
	Iteration 7F: 3 clusters Score -1878696 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1879078.500000 Penalty: 4772.308105
	Iteration 8Q: 3 clusters Score -1879078 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1879383.000000 Penalty: 4772.308105
	Iteration 9Q: 3 clusters Score -1879383 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1879630.750000 Penalty: 4772.308105
	Iteration 10Q: 3 clusters Score -1879631 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1879847.125000 Penalty: 4772.308105
	Iteration 11Q: 3 clusters Score -1879847 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1880023.750000 Penalty: 4772.308105
	Iteration 12Q: 3 clusters Score -1880024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1880142.750000 Penalty: 4772.308105
	Iteration 13Q: 3 clusters Score -1880143 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1880224.875000 Penalty: 4772.308105
	Iteration 14Q: 3 clusters Score -1880225 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1880266.250000 Penalty: 4772.308105
	Iteration 15Q: 3 clusters Score -1880266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1880287.625000 Penalty: 4772.308105
	Iteration 16Q: 3 clusters Score -1880288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1880312.625000 Penalty: 4772.308105
	Iteration 17Q: 3 clusters Score -1880313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1880323.500000 Penalty: 4772.308105
	Iteration 18Q: 3 clusters Score -1880324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1880341.750000 Penalty: 4772.308105
	Iteration 19Q: 3 clusters Score -1880342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1880355.250000 Penalty: 4772.308105
	Iteration 20F: 3 clusters Score -1880355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1880359.750000 Penalty: 4772.308105
	Iteration 21Q: 3 clusters Score -1880360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1880369.125000 Penalty: 4772.308105
	Iteration 22Q: 3 clusters Score -1880369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1880377.625000 Penalty: 4772.308105
	Iteration 23Q: 3 clusters Score -1880378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1880381.000000 Penalty: 4772.308105
	Iteration 24Q: 3 clusters Score -1880381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1880383.625000 Penalty: 4772.308105
	Iteration 25Q: 3 clusters Score -1880384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1880389.125000 Penalty: 4772.308105
	Iteration 26Q: 3 clusters Score -1880389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1880393.625000 Penalty: 4772.308105
	Iteration 27Q: 3 clusters Score -1880394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1880395.875000 Penalty: 4772.308105
	Iteration 28Q: 3 clusters Score -1880396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1880404.250000 Penalty: 4772.308105
	Iteration 29Q: 3 clusters Score -1880404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1880404.000000 Penalty: 4772.308105
	Iteration 30Q: 3 clusters Score -1880404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1880407.875000 Penalty: 4772.308105
	Iteration 31Q: 3 clusters Score -1880408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1880415.625000 Penalty: 4772.308105
	Iteration 32Q: 3 clusters Score -1880416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1880420.000000 Penalty: 4772.308105
	Iteration 33Q: 3 clusters Score -1880420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1880424.750000 Penalty: 4772.308105
	Iteration 34Q: 3 clusters Score -1880425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1880427.500000 Penalty: 4772.308105
	Iteration 35Q: 3 clusters Score -1880428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1880426.750000 Penalty: 4772.308105
	Iteration 36Q: 3 clusters Score -1880427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1880427.250000 Penalty: 4772.308105
	Iteration 37Q: 3 clusters Score -1880427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1880431.375000 Penalty: 4772.308105
	Iteration 38Q: 3 clusters Score -1880431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1880432.375000 Penalty: 4772.308105
	Iteration 39Q: 3 clusters Score -1880432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1880432.125000 Penalty: 4772.308105
	Iteration 40F: 3 clusters Score -1880432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1880431.250000 Penalty: 4772.308105
	Iteration 41Q: 3 clusters Score -1880431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1880431.125000 Penalty: 4772.308105
	Iteration 42Q: 3 clusters Score -1880431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1880431.125000 Penalty: 4772.308105
	Iteration 43F: 3 clusters Score -1880431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 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 345 members 
Entering Unmasked Estep 
Score: -79662.148438 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79662.15 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79916.804688 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -79916.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80058.070312 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80058.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80257.367188 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80257.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80452.828125 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -80452.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80579.500000 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80579.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80655.773438 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80655.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80717.671875 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80717.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80802.820312 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -80802.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80847.765625 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -80847.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80882.234375 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -80882.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80898.007812 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -80898.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80906.187500 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -80906.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80922.296875 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -80922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80924.960938 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -80924.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80928.312500 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -80928.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80936.843750 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -80936.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80944.242188 Penalty: 3263.996826
	Iteration 17Q: 3 clusters Score -80944.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80951.492188 Penalty: 3263.996826
	Iteration 18Q: 3 clusters Score -80951.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80955.632812 Penalty: 3263.996826
	Iteration 19Q: 3 clusters Score -80955.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80959.515625 Penalty: 3263.996826
	Iteration 20F: 3 clusters Score -80959.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80961.820312 Penalty: 3263.996826
	Iteration 21Q: 3 clusters Score -80961.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80962.757812 Penalty: 3263.996826
	Iteration 22Q: 3 clusters Score -80962.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80962.757812 Penalty: 3263.996826
	Iteration 23F: 3 clusters Score -80962.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -334881.000000 Penalty: 1960.458008
	Iteration 0F: 2 clusters Score -334881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -331834.593750 Penalty: 3920.916016
	Iteration 0F: 3 clusters Score -331834.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -332471.531250 Penalty: 3920.916016
	Iteration 1F: 3 clusters Score -332471.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -332674.437500 Penalty: 3920.916016
	Iteration 2F: 3 clusters Score -332674.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332809.843750 Penalty: 3920.916016
	Iteration 3F: 3 clusters Score -332809.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -332950.281250 Penalty: 3920.916016
	Iteration 4Q: 3 clusters Score -332950.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -333064.125000 Penalty: 3920.916016
	Iteration 5Q: 3 clusters Score -333064.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -333153.937500 Penalty: 3920.916016
	Iteration 6Q: 3 clusters Score -333153.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -333257.593750 Penalty: 3920.916016
	Iteration 7Q: 3 clusters Score -333257.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -333371.218750 Penalty: 3920.916016
	Iteration 8Q: 3 clusters Score -333371.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -333508.937500 Penalty: 3920.916016
	Iteration 9Q: 3 clusters Score -333508.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -333658.468750 Penalty: 3920.916016
	Iteration 10Q: 3 clusters Score -333658.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -333847.187500 Penalty: 3920.916016
	Iteration 11Q: 3 clusters Score -333847.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -334033.375000 Penalty: 3920.916016
	Iteration 12Q: 3 clusters Score -334033.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -334161.062500 Penalty: 3920.916016
	Iteration 13Q: 3 clusters Score -334161.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -334266.281250 Penalty: 3920.916016
	Iteration 14Q: 3 clusters Score -334266.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -334345.781250 Penalty: 3920.916016
	Iteration 15Q: 3 clusters Score -334345.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -334387.343750 Penalty: 3920.916016
	Iteration 16Q: 3 clusters Score -334387.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -334407.343750 Penalty: 3920.916016
	Iteration 17Q: 3 clusters Score -334407.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -334421.718750 Penalty: 3920.916016
	Iteration 18Q: 3 clusters Score -334421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -334432.843750 Penalty: 3920.916016
	Iteration 19Q: 3 clusters Score -334432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -334439.968750 Penalty: 3920.916016
	Iteration 20F: 3 clusters Score -334440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -334446.718750 Penalty: 3920.916016
	Iteration 21Q: 3 clusters Score -334446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -334449.531250 Penalty: 3920.916016
	Iteration 22Q: 3 clusters Score -334449.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -334450.531250 Penalty: 3920.916016
	Iteration 23Q: 3 clusters Score -334450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -334452.906250 Penalty: 3920.916016
	Iteration 24Q: 3 clusters Score -334452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -334453.781250 Penalty: 3920.916016
	Iteration 25Q: 3 clusters Score -334453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -334453.781250 Penalty: 3920.916016
	Iteration 26F: 3 clusters Score -334453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Entering Unmasked Estep 
Score: -20902760.000000 Penalty: 2980.179688
	Iteration 0F: 2 clusters Score -2.090276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -20795826.000000 Penalty: 5960.359375
	Iteration 0F: 3 clusters Score -2.079583e+07 nChanged 79077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -20841848.000000 Penalty: 5960.359375
	Iteration 1F: 3 clusters Score -2.084185e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -20842850.000000 Penalty: 5960.359375
	Iteration 2Q: 3 clusters Score -2.084285e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -20843698.000000 Penalty: 5960.359375
	Iteration 3Q: 3 clusters Score -2.08437e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -20845372.000000 Penalty: 5960.359375
	Iteration 4Q: 3 clusters Score -2.084537e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -20847738.000000 Penalty: 5960.359375
	Iteration 5Q: 3 clusters Score -2.084774e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108080 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -20852282.000000 Penalty: 5960.359375
	Iteration 6F: 3 clusters Score -2.085228e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -20860272.000000 Penalty: 5960.359375
	Iteration 7F: 3 clusters Score -2.086027e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133048 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -20872130.000000 Penalty: 5960.359375
	Iteration 8F: 3 clusters Score -2.087213e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -20885956.000000 Penalty: 5960.359375
	Iteration 9F: 3 clusters Score -2.088596e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -20894888.000000 Penalty: 5960.359375
	Iteration 10F: 3 clusters Score -2.089489e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20898530.000000 Penalty: 5960.359375
	Iteration 11Q: 3 clusters Score -2.089853e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -20899576.000000 Penalty: 5960.359375
	Iteration 12Q: 3 clusters Score -2.089958e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20899938.000000 Penalty: 5960.359375
	Iteration 13Q: 3 clusters Score -2.089994e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165010 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20900100.000000 Penalty: 5960.359375
	Iteration 14Q: 3 clusters Score -2.09001e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20900162.000000 Penalty: 5960.359375
	Iteration 15Q: 3 clusters Score -2.090016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165131 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20900176.000000 Penalty: 5960.359375
	Iteration 16Q: 3 clusters Score -2.090018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165144 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20900208.000000 Penalty: 5960.359375
	Iteration 17Q: 3 clusters Score -2.090021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20900220.000000 Penalty: 5960.359375
	Iteration 18Q: 3 clusters Score -2.090022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -20900210.000000 Penalty: 5960.359375
	Iteration 19Q: 3 clusters Score -2.090021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165176 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20900216.000000 Penalty: 5960.359375
	Iteration 20F: 3 clusters Score -2.090022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20900236.000000 Penalty: 5960.359375
	Iteration 21Q: 3 clusters Score -2.090024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165182 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20900240.000000 Penalty: 5960.359375
	Iteration 22Q: 3 clusters Score -2.090024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20900258.000000 Penalty: 5960.359375
	Iteration 23Q: 3 clusters Score -2.090026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20900258.000000 Penalty: 5960.359375
	Iteration 24Q: 3 clusters Score -2.090026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20900242.000000 Penalty: 5960.359375
	Iteration 25Q: 3 clusters Score -2.090024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20900260.000000 Penalty: 5960.359375
	Iteration 26Q: 3 clusters Score -2.090026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20900260.000000 Penalty: 5960.359375
	Iteration 27Q: 3 clusters Score -2.090026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20900260.000000 Penalty: 5960.359375
	Iteration 28F: 3 clusters Score -2.090026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -111032.226562 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -111032.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109157.546875 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -109157.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109428.390625 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -109428.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109538.242188 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -109538.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109624.453125 Penalty: 3389.718018
	Iteration 3Q: 3 clusters Score -109624.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109722.351562 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -109722.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109801.890625 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -109801.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109872.906250 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -109872.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109971.960938 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -109972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110082.460938 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -110082.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110246.187500 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -110246.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110517.867188 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -110517.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110677.835938 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -110677.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110755.796875 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -110755.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110829.148438 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -110829.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110934.312500 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -110934.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111185.835938 Penalty: 3389.718018
	Iteration 15Q: 3 clusters Score -111185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111223.265625 Penalty: 3389.718018
	Iteration 16Q: 3 clusters Score -111223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111223.265625 Penalty: 3389.718018
	Iteration 17F: 3 clusters Score -111223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 15087 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 165521 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82682 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 132331 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13572 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152629 members 
Mstep: Class 24 contains 79314 members 
Mstep: Class 25 contains 361 members 
Entering Unmasked Estep 
Score: -105784264.000000 Penalty: 84699.109375
Splitting cluster 9 changes total score from -105785496.000000 to -105784264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -1225396.000000 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -1225396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1217947.375000 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -1217947 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1220024.500000 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -1220024 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1220274.500000 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -1220274 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1220452.125000 Penalty: 4546.373047
	Iteration 3Q: 3 clusters Score -1220452 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1220577.125000 Penalty: 4546.373047
	Iteration 4Q: 3 clusters Score -1220577 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1220684.625000 Penalty: 4546.373047
	Iteration 5Q: 3 clusters Score -1220685 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1220792.875000 Penalty: 4546.373047
	Iteration 6Q: 3 clusters Score -1220793 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1220901.750000 Penalty: 4546.373047
	Iteration 7Q: 3 clusters Score -1220902 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1221000.625000 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -1221001 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1221100.000000 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -1221100 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1221195.500000 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -1221196 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1221297.500000 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -1221298 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1221405.250000 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -1221405 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1221523.250000 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -1221523 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1221635.625000 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -1221636 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1221734.750000 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -1221735 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1221832.750000 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -1221833 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1221942.125000 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -1221942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1222064.750000 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -1222065 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1222173.000000 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -1222173 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1222268.750000 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -1222269 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1222365.375000 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -1222365 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1222437.250000 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -1222437 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1222496.375000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -1222496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1222540.875000 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -1222541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1222573.375000 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -1222573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1222592.125000 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -1222592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1222618.625000 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -1222619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1222633.125000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -1222633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222650.625000 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -1222651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1222659.625000 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -1222660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1222677.500000 Penalty: 4546.373047
	Iteration 31Q: 3 clusters Score -1222678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1222686.625000 Penalty: 4546.373047
	Iteration 32Q: 3 clusters Score -1222687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1222694.750000 Penalty: 4546.373047
	Iteration 33Q: 3 clusters Score -1222695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1222702.625000 Penalty: 4546.373047
	Iteration 34Q: 3 clusters Score -1222703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1222714.250000 Penalty: 4546.373047
	Iteration 35Q: 3 clusters Score -1222714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1222719.875000 Penalty: 4546.373047
	Iteration 36Q: 3 clusters Score -1222720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1222722.000000 Penalty: 4546.373047
	Iteration 37Q: 3 clusters Score -1222722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222726.875000 Penalty: 4546.373047
	Iteration 38Q: 3 clusters Score -1222727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1222730.750000 Penalty: 4546.373047
	Iteration 39Q: 3 clusters Score -1222731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222734.750000 Penalty: 4546.373047
	Iteration 40F: 3 clusters Score -1222735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222739.625000 Penalty: 4546.373047
	Iteration 41Q: 3 clusters Score -1222740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222742.875000 Penalty: 4546.373047
	Iteration 42Q: 3 clusters Score -1222743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1222745.625000 Penalty: 4546.373047
	Iteration 43Q: 3 clusters Score -1222746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1222749.500000 Penalty: 4546.373047
	Iteration 44Q: 3 clusters Score -1222750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1222749.000000 Penalty: 4546.373047
	Iteration 45Q: 3 clusters Score -1222749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1222751.500000 Penalty: 4546.373047
	Iteration 46Q: 3 clusters Score -1222752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1222749.750000 Penalty: 4546.373047
	Iteration 47Q: 3 clusters Score -1222750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222752.375000 Penalty: 4546.373047
	Iteration 48Q: 3 clusters Score -1222752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1222752.500000 Penalty: 4546.373047
	Iteration 49Q: 3 clusters Score -1222752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1222755.250000 Penalty: 4546.373047
	Iteration 50Q: 3 clusters Score -1222755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1222757.250000 Penalty: 4546.373047
	Iteration 51Q: 3 clusters Score -1222757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1222757.500000 Penalty: 4546.373047
	Iteration 52Q: 3 clusters Score -1222758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222757.500000 Penalty: 4546.373047
	Iteration 53Q: 3 clusters Score -1222758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1222755.250000 Penalty: 4546.373047
	Iteration 54Q: 3 clusters Score -1222755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1222757.500000 Penalty: 4546.373047
	Iteration 55Q: 3 clusters Score -1222758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1222758.625000 Penalty: 4546.373047
	Iteration 56Q: 3 clusters Score -1222759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1222755.875000 Penalty: 4546.373047
	Iteration 57Q: 3 clusters Score -1222756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1222757.375000 Penalty: 4546.373047
	Iteration 58Q: 3 clusters Score -1222757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1222761.000000 Penalty: 4546.373047
	Iteration 59Q: 3 clusters Score -1222761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1222760.000000 Penalty: 4546.373047
	Iteration 60F: 3 clusters Score -1222760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1222760.625000 Penalty: 4546.373047
	Iteration 61Q: 3 clusters Score -1222761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1222762.125000 Penalty: 4546.373047
	Iteration 62Q: 3 clusters Score -1222762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1222760.500000 Penalty: 4546.373047
	Iteration 63Q: 3 clusters Score -1222760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1222760.000000 Penalty: 4546.373047
	Iteration 64Q: 3 clusters Score -1222760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1222759.750000 Penalty: 4546.373047
	Iteration 65Q: 3 clusters Score -1222760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1222759.250000 Penalty: 4546.373047
	Iteration 66Q: 3 clusters Score -1222759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1222759.000000 Penalty: 4546.373047
	Iteration 67Q: 3 clusters Score -1222759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1222759.000000 Penalty: 4546.373047
	Iteration 68F: 3 clusters Score -1222759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 286 members 
Entering Unmasked Estep 
Score: -66891.601562 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66891.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67074.398438 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67074.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67146.609375 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67146.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67184.632812 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67184.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67219.093750 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67219.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67268.429688 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67268.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67310.500000 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67321.875000 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67321.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67329.484375 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67329.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67331.187500 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67331.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67331.187500 Penalty: 3136.882080
	Iteration 10F: 3 clusters Score -67331.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 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 169 members 
Entering Unmasked Estep 
Score: -30816.736328 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30816.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31013.341797 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -31013.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31086.103516 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31086.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31119.904297 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -31119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31143.439453 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -31143.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31180.517578 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -31180.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31209.033203 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -31209.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31212.939453 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -31212.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31212.939453 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -31212.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -78805.046875 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -78805.05 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 369 members 
Entering Unmasked Estep 
Score: -77139.945312 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -77139.95 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77369.859375 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -77369.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77491.328125 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -77491.33 nChanged 36
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: -77616.710938 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -77616.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77793.476562 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77793.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77967.851562 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77967.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78027.304688 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -78027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78091.648438 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -78091.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78125.945312 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -78125.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78150.187500 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -78150.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78161.367188 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -78161.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78170.632812 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -78170.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78176.039062 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -78176.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78178.351562 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -78178.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78182.820312 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -78182.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78194.015625 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -78194.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78202.500000 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -78202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78208.304688 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -78208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78230.687500 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -78230.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78248.562500 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -78248.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78259.640625 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -78259.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78264.570312 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -78264.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78267.968750 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -78267.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78271.312500 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -78271.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78284.375000 Penalty: 3246.493408
	Iteration 24Q: 3 clusters Score -78284.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78295.445312 Penalty: 3246.493408
	Iteration 25Q: 3 clusters Score -78295.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78301.007812 Penalty: 3246.493408
	Iteration 26Q: 3 clusters Score -78301.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78301.007812 Penalty: 3246.493408
	Iteration 27F: 3 clusters Score -78301.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (82682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Entering Unmasked Estep 
Score: -10136749.000000 Penalty: 2808.043701
	Iteration 0F: 2 clusters Score -1.013675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -10081243.000000 Penalty: 5616.087402
	Iteration 0F: 3 clusters Score -1.008124e+07 nChanged 38887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -10103265.000000 Penalty: 5616.087402
	Iteration 1F: 3 clusters Score -1.010326e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -10103705.000000 Penalty: 5616.087402
	Iteration 2Q: 3 clusters Score -1.01037e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -10104352.000000 Penalty: 5616.087402
	Iteration 3Q: 3 clusters Score -1.010435e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -10105089.000000 Penalty: 5616.087402
	Iteration 4Q: 3 clusters Score -1.010509e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -10106182.000000 Penalty: 5616.087402
	Iteration 5Q: 3 clusters Score -1.010618e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -10107828.000000 Penalty: 5616.087402
	Iteration 6Q: 3 clusters Score -1.010783e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -10110652.000000 Penalty: 5616.087402
	Iteration 7F: 3 clusters Score -1.011065e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -10115204.000000 Penalty: 5616.087402
	Iteration 8F: 3 clusters Score -1.01152e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -10121482.000000 Penalty: 5616.087402
	Iteration 9F: 3 clusters Score -1.012148e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -10127776.000000 Penalty: 5616.087402
	Iteration 10F: 3 clusters Score -1.012778e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -10131849.000000 Penalty: 5616.087402
	Iteration 11Q: 3 clusters Score -1.013185e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -10133432.000000 Penalty: 5616.087402
	Iteration 12Q: 3 clusters Score -1.013343e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -10133891.000000 Penalty: 5616.087402
	Iteration 13Q: 3 clusters Score -1.013389e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -10134052.000000 Penalty: 5616.087402
	Iteration 14Q: 3 clusters Score -1.013405e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -10134118.000000 Penalty: 5616.087402
	Iteration 15Q: 3 clusters Score -1.013412e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -10134179.000000 Penalty: 5616.087402
	Iteration 16Q: 3 clusters Score -1.013418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -10134222.000000 Penalty: 5616.087402
	Iteration 17Q: 3 clusters Score -1.013422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -10134239.000000 Penalty: 5616.087402
	Iteration 18Q: 3 clusters Score -1.013424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -10134261.000000 Penalty: 5616.087402
	Iteration 19Q: 3 clusters Score -1.013426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -10134270.000000 Penalty: 5616.087402
	Iteration 20F: 3 clusters Score -1.013427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -10134267.000000 Penalty: 5616.087402
	Iteration 21Q: 3 clusters Score -1.013427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -10134267.000000 Penalty: 5616.087402
	Iteration 22F: 3 clusters Score -1.013427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 310 members 
Entering Unmasked Estep 
Score: -71084.656250 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71084.66 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71340.320312 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71340.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71545.429688 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -71545.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71870.875000 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -71870.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72307.351562 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -72307.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72428.117188 Penalty: 3223.147949
	Iteration 5F: 3 clusters Score -72428.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72536.187500 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -72536.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72578.992188 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72578.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72599.296875 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -72618.054688 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -72618.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -72630.437500 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -72630.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -72632.859375 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -72632.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -72650.226562 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -72650.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -72667.437500 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -72667.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -72673.539062 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -72673.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -72675.531250 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -72675.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -72675.531250 Penalty: 3223.147949
	Iteration 16F: 3 clusters Score -72675.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Entering Unmasked Estep 
Score: -1079277.125000 Penalty: 2242.601807
	Iteration 0F: 2 clusters Score -1079277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1072540.875000 Penalty: 4485.203613
	Iteration 0F: 3 clusters Score -1072541 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1074487.250000 Penalty: 4485.203613
	Iteration 1F: 3 clusters Score -1074487 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1074936.125000 Penalty: 4485.203613
	Iteration 2F: 3 clusters Score -1074936 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1075370.500000 Penalty: 4485.203613
	Iteration 3F: 3 clusters Score -1075370 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1075808.000000 Penalty: 4485.203613
	Iteration 4F: 3 clusters Score -1075808 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1076193.125000 Penalty: 4485.203613
	Iteration 5F: 3 clusters Score -1076193 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1076574.875000 Penalty: 4485.203613
	Iteration 6F: 3 clusters Score -1076575 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1076877.750000 Penalty: 4485.203613
	Iteration 7F: 3 clusters Score -1076878 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1077143.125000 Penalty: 4485.203613
	Iteration 8Q: 3 clusters Score -1077143 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1077376.375000 Penalty: 4485.203613
	Iteration 9Q: 3 clusters Score -1077376 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1077540.000000 Penalty: 4485.203613
	Iteration 10Q: 3 clusters Score -1077540 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1077649.500000 Penalty: 4485.203613
	Iteration 11Q: 3 clusters Score -1077650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1077719.250000 Penalty: 4485.203613
	Iteration 12Q: 3 clusters Score -1077719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1077766.750000 Penalty: 4485.203613
	Iteration 13Q: 3 clusters Score -1077767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1077803.500000 Penalty: 4485.203613
	Iteration 14Q: 3 clusters Score -1077804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1077828.125000 Penalty: 4485.203613
	Iteration 15Q: 3 clusters Score -1077828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1077856.500000 Penalty: 4485.203613
	Iteration 16Q: 3 clusters Score -1077856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1077867.250000 Penalty: 4485.203613
	Iteration 17Q: 3 clusters Score -1077867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1077872.875000 Penalty: 4485.203613
	Iteration 18Q: 3 clusters Score -1077873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1077877.375000 Penalty: 4485.203613
	Iteration 19Q: 3 clusters Score -1077877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1077887.125000 Penalty: 4485.203613
	Iteration 20F: 3 clusters Score -1077887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1077894.625000 Penalty: 4485.203613
	Iteration 21Q: 3 clusters Score -1077895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1077900.000000 Penalty: 4485.203613
	Iteration 22Q: 3 clusters Score -1077900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1077909.875000 Penalty: 4485.203613
	Iteration 23Q: 3 clusters Score -1077910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1077920.375000 Penalty: 4485.203613
	Iteration 24Q: 3 clusters Score -1077920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1077925.375000 Penalty: 4485.203613
	Iteration 25Q: 3 clusters Score -1077925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1077932.250000 Penalty: 4485.203613
	Iteration 26Q: 3 clusters Score -1077932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1077932.875000 Penalty: 4485.203613
	Iteration 27Q: 3 clusters Score -1077933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1077933.250000 Penalty: 4485.203613
	Iteration 28Q: 3 clusters Score -1077933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1077935.000000 Penalty: 4485.203613
	Iteration 29Q: 3 clusters Score -1077935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1077935.875000 Penalty: 4485.203613
	Iteration 30Q: 3 clusters Score -1077936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1077938.125000 Penalty: 4485.203613
	Iteration 31Q: 3 clusters Score -1077938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1077938.625000 Penalty: 4485.203613
	Iteration 32Q: 3 clusters Score -1077939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1077939.125000 Penalty: 4485.203613
	Iteration 33Q: 3 clusters Score -1077939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1077939.125000 Penalty: 4485.203613
	Iteration 34Q: 3 clusters Score -1077939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1077939.750000 Penalty: 4485.203613
	Iteration 35Q: 3 clusters Score -1077940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1077940.250000 Penalty: 4485.203613
	Iteration 36Q: 3 clusters Score -1077940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1077944.250000 Penalty: 4485.203613
	Iteration 37Q: 3 clusters Score -1077944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1077951.625000 Penalty: 4485.203613
	Iteration 38Q: 3 clusters Score -1077952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1077953.125000 Penalty: 4485.203613
	Iteration 39Q: 3 clusters Score -1077953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1077955.000000 Penalty: 4485.203613
	Iteration 40F: 3 clusters Score -1077955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1077955.000000 Penalty: 4485.203613
	Iteration 41Q: 3 clusters Score -1077955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1077955.875000 Penalty: 4485.203613
	Iteration 42Q: 3 clusters Score -1077956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1077956.250000 Penalty: 4485.203613
	Iteration 43Q: 3 clusters Score -1077956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1077958.250000 Penalty: 4485.203613
	Iteration 44Q: 3 clusters Score -1077958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1077959.000000 Penalty: 4485.203613
	Iteration 45Q: 3 clusters Score -1077959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1077959.000000 Penalty: 4485.203613
	Iteration 46F: 3 clusters Score -1077959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (132331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132331 members 
Entering Unmasked Estep 
Score: -16696497.000000 Penalty: 2924.679199
	Iteration 0F: 2 clusters Score -1.66965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -16608063.000000 Penalty: 5849.358398
	Iteration 0F: 3 clusters Score -1.660806e+07 nChanged 62775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -16644418.000000 Penalty: 5849.358398
	Iteration 1F: 3 clusters Score -1.664442e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -16645350.000000 Penalty: 5849.358398
	Iteration 2Q: 3 clusters Score -1.664535e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -16646917.000000 Penalty: 5849.358398
	Iteration 3Q: 3 clusters Score -1.664692e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -16649433.000000 Penalty: 5849.358398
	Iteration 4Q: 3 clusters Score -1.664943e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -16654586.000000 Penalty: 5849.358398
	Iteration 5F: 3 clusters Score -1.665459e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -16662954.000000 Penalty: 5849.358398
	Iteration 6F: 3 clusters Score -1.666295e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -16674440.000000 Penalty: 5849.358398
	Iteration 7F: 3 clusters Score -1.667444e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -16684865.000000 Penalty: 5849.358398
	Iteration 8F: 3 clusters Score -1.668486e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -16690898.000000 Penalty: 5849.358398
	Iteration 9Q: 3 clusters Score -1.66909e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16692873.000000 Penalty: 5849.358398
	Iteration 10Q: 3 clusters Score -1.669287e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131990 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16693528.000000 Penalty: 5849.358398
	Iteration 11Q: 3 clusters Score -1.669353e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132098 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16693700.000000 Penalty: 5849.358398
	Iteration 12Q: 3 clusters Score -1.66937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16693779.000000 Penalty: 5849.358398
	Iteration 13Q: 3 clusters Score -1.669378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16693809.000000 Penalty: 5849.358398
	Iteration 14Q: 3 clusters Score -1.669381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16693828.000000 Penalty: 5849.358398
	Iteration 15Q: 3 clusters Score -1.669383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16693849.000000 Penalty: 5849.358398
	Iteration 16Q: 3 clusters Score -1.669385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16693854.000000 Penalty: 5849.358398
	Iteration 17Q: 3 clusters Score -1.669385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16693869.000000 Penalty: 5849.358398
	Iteration 18Q: 3 clusters Score -1.669387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16693876.000000 Penalty: 5849.358398
	Iteration 19Q: 3 clusters Score -1.669388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16693874.000000 Penalty: 5849.358398
	Iteration 20F: 3 clusters Score -1.669387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16693873.000000 Penalty: 5849.358398
	Iteration 21Q: 3 clusters Score -1.669387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16693874.000000 Penalty: 5849.358398
	Iteration 22Q: 3 clusters Score -1.669387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16693882.000000 Penalty: 5849.358398
	Iteration 23Q: 3 clusters Score -1.669388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16693876.000000 Penalty: 5849.358398
	Iteration 24Q: 3 clusters Score -1.669388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16693874.000000 Penalty: 5849.358398
	Iteration 25Q: 3 clusters Score -1.669387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16693875.000000 Penalty: 5849.358398
	Iteration 26Q: 3 clusters Score -1.669388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16693879.000000 Penalty: 5849.358398
	Iteration 27Q: 3 clusters Score -1.669388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16693879.000000 Penalty: 5849.358398
	Iteration 28F: 3 clusters Score -1.669388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Entering Unmasked Estep 
Score: -1950092.000000 Penalty: 2389.371338
	Iteration 0F: 2 clusters Score -1950092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1939140.250000 Penalty: 4778.742676
	Iteration 0F: 3 clusters Score -1939140 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1942601.875000 Penalty: 4778.742676
	Iteration 1F: 3 clusters Score -1942602 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1942880.000000 Penalty: 4778.742676
	Iteration 2F: 3 clusters Score -1942880 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1943113.500000 Penalty: 4778.742676
	Iteration 3Q: 3 clusters Score -1943114 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1943324.750000 Penalty: 4778.742676
	Iteration 4Q: 3 clusters Score -1943325 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1943535.375000 Penalty: 4778.742676
	Iteration 5Q: 3 clusters Score -1943535 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1943729.625000 Penalty: 4778.742676
	Iteration 6Q: 3 clusters Score -1943730 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1943945.000000 Penalty: 4778.742676
	Iteration 7Q: 3 clusters Score -1943945 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1944209.125000 Penalty: 4778.742676
	Iteration 8Q: 3 clusters Score -1944209 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1944469.000000 Penalty: 4778.742676
	Iteration 9Q: 3 clusters Score -1944469 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1944744.625000 Penalty: 4778.742676
	Iteration 10Q: 3 clusters Score -1944745 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1945021.625000 Penalty: 4778.742676
	Iteration 11Q: 3 clusters Score -1945022 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1945353.000000 Penalty: 4778.742676
	Iteration 12Q: 3 clusters Score -1945353 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1945670.000000 Penalty: 4778.742676
	Iteration 13Q: 3 clusters Score -1945670 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1945966.000000 Penalty: 4778.742676
	Iteration 14Q: 3 clusters Score -1945966 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1946225.750000 Penalty: 4778.742676
	Iteration 15Q: 3 clusters Score -1946226 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1946446.500000 Penalty: 4778.742676
	Iteration 16Q: 3 clusters Score -1946446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1946630.375000 Penalty: 4778.742676
	Iteration 17Q: 3 clusters Score -1946630 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1946792.750000 Penalty: 4778.742676
	Iteration 18Q: 3 clusters Score -1946793 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1946919.125000 Penalty: 4778.742676
	Iteration 19Q: 3 clusters Score -1946919 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1947039.500000 Penalty: 4778.742676
	Iteration 20F: 3 clusters Score -1947040 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1947133.125000 Penalty: 4778.742676
	Iteration 21Q: 3 clusters Score -1947133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1947232.375000 Penalty: 4778.742676
	Iteration 22Q: 3 clusters Score -1947232 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1947316.000000 Penalty: 4778.742676
	Iteration 23Q: 3 clusters Score -1947316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1947389.250000 Penalty: 4778.742676
	Iteration 24Q: 3 clusters Score -1947389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1947456.375000 Penalty: 4778.742676
	Iteration 25Q: 3 clusters Score -1947456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1947520.250000 Penalty: 4778.742676
	Iteration 26Q: 3 clusters Score -1947520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1947568.750000 Penalty: 4778.742676
	Iteration 27Q: 3 clusters Score -1947569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1947629.000000 Penalty: 4778.742676
	Iteration 28Q: 3 clusters Score -1947629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1947697.250000 Penalty: 4778.742676
	Iteration 29Q: 3 clusters Score -1947697 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1947746.250000 Penalty: 4778.742676
	Iteration 30Q: 3 clusters Score -1947746 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1947805.000000 Penalty: 4778.742676
	Iteration 31Q: 3 clusters Score -1947805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1947851.250000 Penalty: 4778.742676
	Iteration 32Q: 3 clusters Score -1947851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1947894.625000 Penalty: 4778.742676
	Iteration 33Q: 3 clusters Score -1947895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1947922.875000 Penalty: 4778.742676
	Iteration 34Q: 3 clusters Score -1947923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1947938.500000 Penalty: 4778.742676
	Iteration 35Q: 3 clusters Score -1947938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1947948.500000 Penalty: 4778.742676
	Iteration 36Q: 3 clusters Score -1947948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1947958.250000 Penalty: 4778.742676
	Iteration 37Q: 3 clusters Score -1947958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1947960.875000 Penalty: 4778.742676
	Iteration 38Q: 3 clusters Score -1947961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1947965.625000 Penalty: 4778.742676
	Iteration 39Q: 3 clusters Score -1947966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1947968.750000 Penalty: 4778.742676
	Iteration 40F: 3 clusters Score -1947969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1947975.875000 Penalty: 4778.742676
	Iteration 41Q: 3 clusters Score -1947976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1947982.125000 Penalty: 4778.742676
	Iteration 42Q: 3 clusters Score -1947982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1947988.750000 Penalty: 4778.742676
	Iteration 43Q: 3 clusters Score -1947989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1947993.875000 Penalty: 4778.742676
	Iteration 44Q: 3 clusters Score -1947994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1947997.750000 Penalty: 4778.742676
	Iteration 45Q: 3 clusters Score -1947998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1948001.625000 Penalty: 4778.742676
	Iteration 46Q: 3 clusters Score -1948002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1948007.375000 Penalty: 4778.742676
	Iteration 47Q: 3 clusters Score -1948007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1948010.125000 Penalty: 4778.742676
	Iteration 48Q: 3 clusters Score -1948010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1948013.250000 Penalty: 4778.742676
	Iteration 49Q: 3 clusters Score -1948013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1948017.125000 Penalty: 4778.742676
	Iteration 50Q: 3 clusters Score -1948017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1948015.375000 Penalty: 4778.742676
	Iteration 51Q: 3 clusters Score -1948015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1948022.250000 Penalty: 4778.742676
	Iteration 52Q: 3 clusters Score -1948022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1948024.000000 Penalty: 4778.742676
	Iteration 53Q: 3 clusters Score -1948024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1948023.125000 Penalty: 4778.742676
	Iteration 54Q: 3 clusters Score -1948023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1948023.125000 Penalty: 4778.742676
	Iteration 55F: 3 clusters Score -1948023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -209948.296875 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -209948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207478.968750 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -207479 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -208084.718750 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -208084.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -208278.078125 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -208278.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -208366.343750 Penalty: 3713.082031
	Iteration 3F: 3 clusters Score -208366.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -208457.265625 Penalty: 3713.082031
	Iteration 4Q: 3 clusters Score -208457.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -208543.250000 Penalty: 3713.082031
	Iteration 5Q: 3 clusters Score -208543.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -208594.562500 Penalty: 3713.082031
	Iteration 6Q: 3 clusters Score -208594.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -208639.640625 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -208639.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -208684.500000 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -208684.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -208726.296875 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -208726.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208792.125000 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -208792.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -208839.828125 Penalty: 3713.082031
	Iteration 11Q: 3 clusters Score -208839.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208898.265625 Penalty: 3713.082031
	Iteration 12Q: 3 clusters Score -208898.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -208942.218750 Penalty: 3713.082031
	Iteration 13Q: 3 clusters Score -208942.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -208976.109375 Penalty: 3713.082031
	Iteration 14Q: 3 clusters Score -208976.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -209009.937500 Penalty: 3713.082031
	Iteration 15Q: 3 clusters Score -209009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -209036.468750 Penalty: 3713.082031
	Iteration 16Q: 3 clusters Score -209036.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -209058.015625 Penalty: 3713.082031
	Iteration 17Q: 3 clusters Score -209058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -209077.218750 Penalty: 3713.082031
	Iteration 18Q: 3 clusters Score -209077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -209088.953125 Penalty: 3713.082031
	Iteration 19Q: 3 clusters Score -209089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -209143.718750 Penalty: 3713.082031
	Iteration 20F: 3 clusters Score -209143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -209245.703125 Penalty: 3713.082031
	Iteration 21Q: 3 clusters Score -209245.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -209267.000000 Penalty: 3713.082031
	Iteration 22Q: 3 clusters Score -209267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -209280.140625 Penalty: 3713.082031
	Iteration 23Q: 3 clusters Score -209280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -209292.687500 Penalty: 3713.082031
	Iteration 24Q: 3 clusters Score -209292.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -209300.890625 Penalty: 3713.082031
	Iteration 25Q: 3 clusters Score -209300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -209317.421875 Penalty: 3713.082031
	Iteration 26Q: 3 clusters Score -209317.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -209330.031250 Penalty: 3713.082031
	Iteration 27Q: 3 clusters Score -209330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -209335.234375 Penalty: 3713.082031
	Iteration 28Q: 3 clusters Score -209335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -209337.343750 Penalty: 3713.082031
	Iteration 29Q: 3 clusters Score -209337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -209338.796875 Penalty: 3713.082031
	Iteration 30Q: 3 clusters Score -209338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -209338.796875 Penalty: 3713.082031
	Iteration 31F: 3 clusters Score -209338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29463.298828 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29463.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29665.570312 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29665.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29723.484375 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29723.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29789.320312 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -29789.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29864.363281 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -29864.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29917.429688 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -29917.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29976.404297 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -29976.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30086.919922 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -30086.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30244.505859 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -30244.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30283.636719 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -30283.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30337.195312 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -30337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30420.451172 Penalty: 2873.334717
	Iteration 11Q: 3 clusters Score -30420.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30478.759766 Penalty: 2873.334717
	Iteration 12Q: 3 clusters Score -30478.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30482.240234 Penalty: 2873.334717
	Iteration 13Q: 3 clusters Score -30482.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30486.322266 Penalty: 2873.334717
	Iteration 14Q: 3 clusters Score -30486.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30490.439453 Penalty: 2873.334717
	Iteration 15Q: 3 clusters Score -30490.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30494.628906 Penalty: 2873.334717
	Iteration 16F: 3 clusters Score -30494.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30515.632812 Penalty: 2873.334717
	Iteration 17Q: 3 clusters Score -30515.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30515.632812 Penalty: 2873.334717
	Iteration 18F: 3 clusters Score -30515.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Entering Unmasked Estep 
Score: -1642629.125000 Penalty: 2359.909424
	Iteration 0F: 2 clusters Score -1642629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1632730.125000 Penalty: 4719.818848
	Iteration 0F: 3 clusters Score -1632730 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1635839.250000 Penalty: 4719.818848
	Iteration 1F: 3 clusters Score -1635839 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1636104.625000 Penalty: 4719.818848
	Iteration 2F: 3 clusters Score -1636105 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1636278.125000 Penalty: 4719.818848
	Iteration 3Q: 3 clusters Score -1636278 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1636404.500000 Penalty: 4719.818848
	Iteration 4Q: 3 clusters Score -1636404 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1636508.375000 Penalty: 4719.818848
	Iteration 5Q: 3 clusters Score -1636508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1636601.375000 Penalty: 4719.818848
	Iteration 6Q: 3 clusters Score -1636601 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1636673.750000 Penalty: 4719.818848
	Iteration 7Q: 3 clusters Score -1636674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1636747.875000 Penalty: 4719.818848
	Iteration 8Q: 3 clusters Score -1636748 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1636836.625000 Penalty: 4719.818848
	Iteration 9Q: 3 clusters Score -1636837 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1636932.375000 Penalty: 4719.818848
	Iteration 10Q: 3 clusters Score -1636932 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1637064.250000 Penalty: 4719.818848
	Iteration 11Q: 3 clusters Score -1637064 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1637248.750000 Penalty: 4719.818848
	Iteration 12Q: 3 clusters Score -1637249 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1637499.875000 Penalty: 4719.818848
	Iteration 13Q: 3 clusters Score -1637500 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1637778.750000 Penalty: 4719.818848
	Iteration 14Q: 3 clusters Score -1637779 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1638089.125000 Penalty: 4719.818848
	Iteration 15Q: 3 clusters Score -1638089 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1638441.500000 Penalty: 4719.818848
	Iteration 16Q: 3 clusters Score -1638442 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1638808.250000 Penalty: 4719.818848
	Iteration 17Q: 3 clusters Score -1638808 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1639143.500000 Penalty: 4719.818848
	Iteration 18Q: 3 clusters Score -1639144 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1639412.625000 Penalty: 4719.818848
	Iteration 19Q: 3 clusters Score -1639413 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1639666.000000 Penalty: 4719.818848
	Iteration 20F: 3 clusters Score -1639666 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1639870.000000 Penalty: 4719.818848
	Iteration 21Q: 3 clusters Score -1639870 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1640017.250000 Penalty: 4719.818848
	Iteration 22Q: 3 clusters Score -1640017 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1640143.000000 Penalty: 4719.818848
	Iteration 23Q: 3 clusters Score -1640143 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1640230.125000 Penalty: 4719.818848
	Iteration 24Q: 3 clusters Score -1640230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1640288.875000 Penalty: 4719.818848
	Iteration 25Q: 3 clusters Score -1640289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1640349.750000 Penalty: 4719.818848
	Iteration 26Q: 3 clusters Score -1640350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1640394.500000 Penalty: 4719.818848
	Iteration 27Q: 3 clusters Score -1640394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1640429.125000 Penalty: 4719.818848
	Iteration 28Q: 3 clusters Score -1640429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1640446.875000 Penalty: 4719.818848
	Iteration 29Q: 3 clusters Score -1640447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1640467.125000 Penalty: 4719.818848
	Iteration 30Q: 3 clusters Score -1640467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1640486.625000 Penalty: 4719.818848
	Iteration 31Q: 3 clusters Score -1640487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1640501.375000 Penalty: 4719.818848
	Iteration 32Q: 3 clusters Score -1640501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1640518.750000 Penalty: 4719.818848
	Iteration 33Q: 3 clusters Score -1640519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1640525.375000 Penalty: 4719.818848
	Iteration 34Q: 3 clusters Score -1640525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1640537.000000 Penalty: 4719.818848
	Iteration 35Q: 3 clusters Score -1640537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1640549.625000 Penalty: 4719.818848
	Iteration 36Q: 3 clusters Score -1640550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1640560.625000 Penalty: 4719.818848
	Iteration 37Q: 3 clusters Score -1640561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1640570.250000 Penalty: 4719.818848
	Iteration 38Q: 3 clusters Score -1640570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1640579.125000 Penalty: 4719.818848
	Iteration 39Q: 3 clusters Score -1640579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1640588.750000 Penalty: 4719.818848
	Iteration 40F: 3 clusters Score -1640589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1640594.375000 Penalty: 4719.818848
	Iteration 41Q: 3 clusters Score -1640594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1640602.000000 Penalty: 4719.818848
	Iteration 42Q: 3 clusters Score -1640602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1640603.625000 Penalty: 4719.818848
	Iteration 43Q: 3 clusters Score -1640604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1640609.125000 Penalty: 4719.818848
	Iteration 44Q: 3 clusters Score -1640609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1640609.750000 Penalty: 4719.818848
	Iteration 45Q: 3 clusters Score -1640610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1640613.375000 Penalty: 4719.818848
	Iteration 46Q: 3 clusters Score -1640613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1640618.500000 Penalty: 4719.818848
	Iteration 47Q: 3 clusters Score -1640618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1640622.375000 Penalty: 4719.818848
	Iteration 48Q: 3 clusters Score -1640622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1640626.125000 Penalty: 4719.818848
	Iteration 49Q: 3 clusters Score -1640626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1640626.375000 Penalty: 4719.818848
	Iteration 50Q: 3 clusters Score -1640626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1640627.000000 Penalty: 4719.818848
	Iteration 51Q: 3 clusters Score -1640627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1640629.625000 Penalty: 4719.818848
	Iteration 52Q: 3 clusters Score -1640630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1640627.375000 Penalty: 4719.818848
	Iteration 53Q: 3 clusters Score -1640627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1640627.375000 Penalty: 4719.818848
	Iteration 54F: 3 clusters Score -1640627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63340.218750 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63340.22 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63558.425781 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63558.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63649.925781 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63649.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63692.574219 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63692.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63724.683594 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63724.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63750.949219 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63750.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63758.003906 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63763.453125 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -63763.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63779.140625 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -63779.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63797.386719 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -63797.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63808.566406 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -63808.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63827.078125 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -63827.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63838.464844 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -63838.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63849.574219 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -63849.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63860.437500 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -63860.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63863.417969 Penalty: 3171.221191
	Iteration 15Q: 3 clusters Score -63863.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63867.835938 Penalty: 3171.221191
	Iteration 16Q: 3 clusters Score -63867.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63871.542969 Penalty: 3171.221191
	Iteration 17Q: 3 clusters Score -63871.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63872.945312 Penalty: 3171.221191
	Iteration 18Q: 3 clusters Score -63872.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63874.621094 Penalty: 3171.221191
	Iteration 19Q: 3 clusters Score -63874.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63874.621094 Penalty: 3171.221191
	Iteration 20F: 3 clusters Score -63874.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Entering Unmasked Estep 
Score: -19175538.000000 Penalty: 2960.069824
	Iteration 0F: 2 clusters Score -1.917554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -19074566.000000 Penalty: 5920.139648
	Iteration 0F: 3 clusters Score -1.907457e+07 nChanged 72842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -19117908.000000 Penalty: 5920.139648
	Iteration 1F: 3 clusters Score -1.911791e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -19119486.000000 Penalty: 5920.139648
	Iteration 2Q: 3 clusters Score -1.911949e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -19121930.000000 Penalty: 5920.139648
	Iteration 3Q: 3 clusters Score -1.912193e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -19125066.000000 Penalty: 5920.139648
	Iteration 4Q: 3 clusters Score -1.912507e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -19129710.000000 Penalty: 5920.139648
	Iteration 5F: 3 clusters Score -1.912971e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -19136360.000000 Penalty: 5920.139648
	Iteration 6F: 3 clusters Score -1.913636e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -19145276.000000 Penalty: 5920.139648
	Iteration 7F: 3 clusters Score -1.914528e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -19153950.000000 Penalty: 5920.139648
	Iteration 8F: 3 clusters Score -1.915395e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -19160000.000000 Penalty: 5920.139648
	Iteration 9Q: 3 clusters Score -1.916e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127887 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -19163726.000000 Penalty: 5920.139648
	Iteration 10Q: 3 clusters Score -1.916373e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130930 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -19165738.000000 Penalty: 5920.139648
	Iteration 11Q: 3 clusters Score -1.916574e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133465 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -19167106.000000 Penalty: 5920.139648
	Iteration 12Q: 3 clusters Score -1.916711e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135727 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -19168184.000000 Penalty: 5920.139648
	Iteration 13Q: 3 clusters Score -1.916818e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -19169084.000000 Penalty: 5920.139648
	Iteration 14Q: 3 clusters Score -1.916908e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139425 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -19169828.000000 Penalty: 5920.139648
	Iteration 15Q: 3 clusters Score -1.916983e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141000 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -19170468.000000 Penalty: 5920.139648
	Iteration 16Q: 3 clusters Score -1.917047e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142387 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -19171058.000000 Penalty: 5920.139648
	Iteration 17Q: 3 clusters Score -1.917106e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143630 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -19171476.000000 Penalty: 5920.139648
	Iteration 18Q: 3 clusters Score -1.917148e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -19171844.000000 Penalty: 5920.139648
	Iteration 19Q: 3 clusters Score -1.917184e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145593 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -19172152.000000 Penalty: 5920.139648
	Iteration 20F: 3 clusters Score -1.917215e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146323 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -19172440.000000 Penalty: 5920.139648
	Iteration 21Q: 3 clusters Score -1.917244e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -19172510.000000 Penalty: 5920.139648
	Iteration 22Q: 3 clusters Score -1.917251e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147389 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -19172670.000000 Penalty: 5920.139648
	Iteration 23Q: 3 clusters Score -1.917267e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147841 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -19172720.000000 Penalty: 5920.139648
	Iteration 24Q: 3 clusters Score -1.917272e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -19172790.000000 Penalty: 5920.139648
	Iteration 25Q: 3 clusters Score -1.917279e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148588 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -19172902.000000 Penalty: 5920.139648
	Iteration 26Q: 3 clusters Score -1.91729e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -19172966.000000 Penalty: 5920.139648
	Iteration 27Q: 3 clusters Score -1.917297e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149147 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -19173052.000000 Penalty: 5920.139648
	Iteration 28Q: 3 clusters Score -1.917305e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -19173106.000000 Penalty: 5920.139648
	Iteration 29Q: 3 clusters Score -1.917311e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -19173200.000000 Penalty: 5920.139648
	Iteration 30Q: 3 clusters Score -1.91732e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -19173220.000000 Penalty: 5920.139648
	Iteration 31Q: 3 clusters Score -1.917322e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -19173238.000000 Penalty: 5920.139648
	Iteration 32Q: 3 clusters Score -1.917324e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19173220.000000 Penalty: 5920.139648
	Iteration 33Q: 3 clusters Score -1.917322e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150110 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19173240.000000 Penalty: 5920.139648
	Iteration 34Q: 3 clusters Score -1.917324e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19173230.000000 Penalty: 5920.139648
	Iteration 35Q: 3 clusters Score -1.917323e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19173284.000000 Penalty: 5920.139648
	Iteration 36Q: 3 clusters Score -1.917328e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19173240.000000 Penalty: 5920.139648
	Iteration 37Q: 3 clusters Score -1.917324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150385 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19173244.000000 Penalty: 5920.139648
	Iteration 38Q: 3 clusters Score -1.917324e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150443 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19173254.000000 Penalty: 5920.139648
	Iteration 39Q: 3 clusters Score -1.917325e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150494 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19173238.000000 Penalty: 5920.139648
	Iteration 40F: 3 clusters Score -1.917324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19173280.000000 Penalty: 5920.139648
	Iteration 41Q: 3 clusters Score -1.917328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150564 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -19173272.000000 Penalty: 5920.139648
	Iteration 42Q: 3 clusters Score -1.917327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19173276.000000 Penalty: 5920.139648
	Iteration 43Q: 3 clusters Score -1.917328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150625 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -19173266.000000 Penalty: 5920.139648
	Iteration 44Q: 3 clusters Score -1.917327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150663 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19173276.000000 Penalty: 5920.139648
	Iteration 45Q: 3 clusters Score -1.917328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19173300.000000 Penalty: 5920.139648
	Iteration 46Q: 3 clusters Score -1.91733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19173294.000000 Penalty: 5920.139648
	Iteration 47Q: 3 clusters Score -1.917329e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -19173298.000000 Penalty: 5920.139648
	Iteration 48Q: 3 clusters Score -1.91733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19173306.000000 Penalty: 5920.139648
	Iteration 49Q: 3 clusters Score -1.917331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19173312.000000 Penalty: 5920.139648
	Iteration 50Q: 3 clusters Score -1.917331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19173304.000000 Penalty: 5920.139648
	Iteration 51Q: 3 clusters Score -1.91733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -19173306.000000 Penalty: 5920.139648
	Iteration 52Q: 3 clusters Score -1.917331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19173308.000000 Penalty: 5920.139648
	Iteration 53Q: 3 clusters Score -1.917331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150869 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19173308.000000 Penalty: 5920.139648
	Iteration 54Q: 3 clusters Score -1.917331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19173286.000000 Penalty: 5920.139648
	Iteration 55Q: 3 clusters Score -1.917329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150892 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19173278.000000 Penalty: 5920.139648
	Iteration 56Q: 3 clusters Score -1.917328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19173306.000000 Penalty: 5920.139648
	Iteration 57Q: 3 clusters Score -1.917331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150924 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19173310.000000 Penalty: 5920.139648
	Iteration 58Q: 3 clusters Score -1.917331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19173304.000000 Penalty: 5920.139648
	Iteration 59Q: 3 clusters Score -1.91733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19173298.000000 Penalty: 5920.139648
	Iteration 60F: 3 clusters Score -1.91733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19173296.000000 Penalty: 5920.139648
	Iteration 61Q: 3 clusters Score -1.91733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19173300.000000 Penalty: 5920.139648
	Iteration 62Q: 3 clusters Score -1.91733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19173314.000000 Penalty: 5920.139648
	Iteration 63Q: 3 clusters Score -1.917331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151016 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -19173310.000000 Penalty: 5920.139648
	Iteration 64Q: 3 clusters Score -1.917331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -19173320.000000 Penalty: 5920.139648
	Iteration 65Q: 3 clusters Score -1.917332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19173326.000000 Penalty: 5920.139648
	Iteration 66Q: 3 clusters Score -1.917333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -19173340.000000 Penalty: 5920.139648
	Iteration 67Q: 3 clusters Score -1.917334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19173336.000000 Penalty: 5920.139648
	Iteration 68Q: 3 clusters Score -1.917334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19173332.000000 Penalty: 5920.139648
	Iteration 69Q: 3 clusters Score -1.917333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -19173350.000000 Penalty: 5920.139648
	Iteration 70Q: 3 clusters Score -1.917335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19173356.000000 Penalty: 5920.139648
	Iteration 71Q: 3 clusters Score -1.917336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -19173364.000000 Penalty: 5920.139648
	Iteration 72Q: 3 clusters Score -1.917336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19173366.000000 Penalty: 5920.139648
	Iteration 73Q: 3 clusters Score -1.917337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19173362.000000 Penalty: 5920.139648
	Iteration 74Q: 3 clusters Score -1.917336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19173362.000000 Penalty: 5920.139648
	Iteration 75Q: 3 clusters Score -1.917336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19173368.000000 Penalty: 5920.139648
	Iteration 76Q: 3 clusters Score -1.917337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19173364.000000 Penalty: 5920.139648
	Iteration 77Q: 3 clusters Score -1.917336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -19173366.000000 Penalty: 5920.139648
	Iteration 78Q: 3 clusters Score -1.917337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19173376.000000 Penalty: 5920.139648
	Iteration 79Q: 3 clusters Score -1.917338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19173374.000000 Penalty: 5920.139648
	Iteration 80F: 3 clusters Score -1.917337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151143 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -19173366.000000 Penalty: 5920.139648
	Iteration 81Q: 3 clusters Score -1.917337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19173368.000000 Penalty: 5920.139648
	Iteration 82Q: 3 clusters Score -1.917337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19173370.000000 Penalty: 5920.139648
	Iteration 83Q: 3 clusters Score -1.917337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151155 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19173390.000000 Penalty: 5920.139648
	Iteration 84Q: 3 clusters Score -1.917339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19173376.000000 Penalty: 5920.139648
	Iteration 85Q: 3 clusters Score -1.917338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19173376.000000 Penalty: 5920.139648
	Iteration 86F: 3 clusters Score -1.917338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Entering Unmasked Estep 
Score: -9975021.000000 Penalty: 2797.730225
	Iteration 0F: 2 clusters Score -9975021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -9922150.000000 Penalty: 5595.460449
	Iteration 0F: 3 clusters Score -9922150 nChanged 37222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -9942766.000000 Penalty: 5595.460449
	Iteration 1F: 3 clusters Score -9942766 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -9943384.000000 Penalty: 5595.460449
	Iteration 2Q: 3 clusters Score -9943384 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -9944114.000000 Penalty: 5595.460449
	Iteration 3Q: 3 clusters Score -9944114 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -9945052.000000 Penalty: 5595.460449
	Iteration 4Q: 3 clusters Score -9945052 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -9946964.000000 Penalty: 5595.460449
	Iteration 5Q: 3 clusters Score -9946964 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -9950231.000000 Penalty: 5595.460449
	Iteration 6F: 3 clusters Score -9950231 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -9955704.000000 Penalty: 5595.460449
	Iteration 7F: 3 clusters Score -9955704 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9962639.000000 Penalty: 5595.460449
	Iteration 8F: 3 clusters Score -9962639 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
Score: -9968263.000000 Penalty: 5595.460449
	Iteration 9F: 3 clusters Score -9968263 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -9971090.000000 Penalty: 5595.460449
	Iteration 10Q: 3 clusters Score -9971090 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -9971980.000000 Penalty: 5595.460449
	Iteration 11Q: 3 clusters Score -9971980 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -9972272.000000 Penalty: 5595.460449
	Iteration 12Q: 3 clusters Score -9972272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -9972430.000000 Penalty: 5595.460449
	Iteration 13Q: 3 clusters Score -9972430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -9972471.000000 Penalty: 5595.460449
	Iteration 14Q: 3 clusters Score -9972471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -9972505.000000 Penalty: 5595.460449
	Iteration 15Q: 3 clusters Score -9972505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -9972526.000000 Penalty: 5595.460449
	Iteration 16Q: 3 clusters Score -9972526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -9972551.000000 Penalty: 5595.460449
	Iteration 17Q: 3 clusters Score -9972551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -9972557.000000 Penalty: 5595.460449
	Iteration 18Q: 3 clusters Score -9972557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -9972565.000000 Penalty: 5595.460449
	Iteration 19Q: 3 clusters Score -9972565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -9972574.000000 Penalty: 5595.460449
	Iteration 20F: 3 clusters Score -9972574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -9972573.000000 Penalty: 5595.460449
	Iteration 21Q: 3 clusters Score -9972573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -9972582.000000 Penalty: 5595.460449
	Iteration 22Q: 3 clusters Score -9972582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -9972582.000000 Penalty: 5595.460449
	Iteration 23F: 3 clusters Score -9972582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 15087 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 165521 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82682 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 132331 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13572 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152629 members 
Mstep: Class 24 contains 79314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785720.000000 Penalty: 81311.140625
Iteration 399Q: 25 clusters Score -1.057857e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10726 members 
Mstep: Class 5 contains 15101 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 165228 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82659 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 133245 members 
Mstep: Class 18 contains 15232 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13484 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152570 members 
Mstep: Class 24 contains 79187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785968.000000 Penalty: 81311.140625
Iteration 400F: 25 clusters Score -1.05786e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159298 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 15115 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 164931 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 82647 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8432 members 
Mstep: Class 17 contains 134128 members 
Mstep: Class 18 contains 15178 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13399 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152515 members 
Mstep: Class 24 contains 79072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105786024.000000 Penalty: 81311.140625
Iteration 401Q: 25 clusters Score -1.05786e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159120 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 15144 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 8 contains 164654 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 82599 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8425 members 
Mstep: Class 17 contains 134978 members 
Mstep: Class 18 contains 15130 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152406 members 
Mstep: Class 24 contains 78991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105786328.000000 Penalty: 81311.140625
Iteration 402Q: 25 clusters Score -1.057863e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10665 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 164398 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9432 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 82549 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 135846 members 
Mstep: Class 18 contains 15073 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13255 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152305 members 
Mstep: Class 24 contains 78889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105786656.000000 Penalty: 81311.140625
Iteration 403Q: 25 clusters Score -1.057867e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158732 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 164130 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 82513 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8422 members 
Mstep: Class 17 contains 136736 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13183 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152243 members 
Mstep: Class 24 contains 78772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105787064.000000 Penalty: 81311.140625
Iteration 404Q: 25 clusters Score -1.057871e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10629 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 163879 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 82474 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8411 members 
Mstep: Class 17 contains 137636 members 
Mstep: Class 18 contains 14974 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13112 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152177 members 
Mstep: Class 24 contains 78640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105787304.000000 Penalty: 81311.140625
Iteration 405Q: 25 clusters Score -1.057873e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158271 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10608 members 
Mstep: Class 5 contains 15188 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 163666 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82422 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 138529 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 13043 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 152070 members 
Mstep: Class 24 contains 78522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105787720.000000 Penalty: 81311.140625
Iteration 406Q: 25 clusters Score -1.057877e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 15187 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 163458 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9293 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82366 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 139393 members 
Mstep: Class 18 contains 14865 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12977 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 151908 members 
Mstep: Class 24 contains 78418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788000.000000 Penalty: 81311.140625
Iteration 407Q: 25 clusters Score -1.05788e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10576 members 
Mstep: Class 5 contains 15171 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 163235 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9259 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82315 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 140262 members 
Mstep: Class 18 contains 14810 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12915 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 151753 members 
Mstep: Class 24 contains 78322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788144.000000 Penalty: 81311.140625
Iteration 408Q: 25 clusters Score -1.057881e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10565 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 163001 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82276 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8374 members 
Mstep: Class 17 contains 141151 members 
Mstep: Class 18 contains 14752 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12863 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 151597 members 
Mstep: Class 24 contains 78218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788288.000000 Penalty: 81311.140625
Iteration 409Q: 25 clusters Score -1.057883e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 162737 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 82236 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 142038 members 
Mstep: Class 18 contains 14704 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12814 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 151452 members 
Mstep: Class 24 contains 78099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788296.000000 Penalty: 81311.140625
Iteration 410Q: 25 clusters Score -1.057883e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 15153 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 162497 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 9182 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 82213 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 142872 members 
Mstep: Class 18 contains 14661 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12750 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 151301 members 
Mstep: Class 24 contains 77990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788368.000000 Penalty: 81311.140625
Iteration 411Q: 25 clusters Score -1.057884e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10502 members 
Mstep: Class 5 contains 15161 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 162328 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 82176 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 143651 members 
Mstep: Class 18 contains 14613 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12687 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 151136 members 
Mstep: Class 24 contains 77897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788736.000000 Penalty: 81311.140625
Iteration 412Q: 25 clusters Score -1.057887e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 162172 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 82122 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 144435 members 
Mstep: Class 18 contains 14565 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 150990 members 
Mstep: Class 24 contains 77829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105788984.000000 Penalty: 81311.140625
Iteration 413Q: 25 clusters Score -1.05789e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 161998 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 9107 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 82090 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 17 contains 145215 members 
Mstep: Class 18 contains 14524 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12562 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 150849 members 
Mstep: Class 24 contains 77771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789272.000000 Penalty: 81311.140625
Iteration 414Q: 25 clusters Score -1.057893e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156789 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 15172 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 161829 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 9078 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 82047 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 145971 members 
Mstep: Class 18 contains 14478 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 150666 members 
Mstep: Class 24 contains 77752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789176.000000 Penalty: 81311.140625
Iteration 415Q: 25 clusters Score -1.057892e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 15182 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 161636 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 9048 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 82001 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 146727 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12451 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 150469 members 
Mstep: Class 24 contains 77764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789344.000000 Penalty: 81311.140625
Iteration 416Q: 25 clusters Score -1.057893e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10418 members 
Mstep: Class 5 contains 15191 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 161419 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81976 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8241 members 
Mstep: Class 17 contains 147452 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 150237 members 
Mstep: Class 24 contains 77782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789520.000000 Penalty: 81311.140625
Iteration 417Q: 25 clusters Score -1.057895e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10402 members 
Mstep: Class 5 contains 15210 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 161218 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 9004 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81899 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8233 members 
Mstep: Class 17 contains 148116 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12338 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 150023 members 
Mstep: Class 24 contains 77841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789696.000000 Penalty: 81311.140625
Iteration 418Q: 25 clusters Score -1.057897e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10395 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 160964 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 8984 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81835 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 148809 members 
Mstep: Class 18 contains 14323 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12288 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 149804 members 
Mstep: Class 24 contains 77897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790008.000000 Penalty: 81311.140625
Iteration 419Q: 25 clusters Score -1.0579e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156226 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10388 members 
Mstep: Class 5 contains 15208 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 160678 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8972 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81811 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 149464 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12235 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 149609 members 
Mstep: Class 24 contains 77964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790104.000000 Penalty: 81311.140625
Iteration 420F: 25 clusters Score -1.057901e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 160400 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8954 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81797 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8178 members 
Mstep: Class 17 contains 150117 members 
Mstep: Class 18 contains 14238 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12181 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 149387 members 
Mstep: Class 24 contains 78044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790608.000000 Penalty: 81311.140625
Iteration 421Q: 25 clusters Score -1.057906e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 160099 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8942 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 81790 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 17 contains 150777 members 
Mstep: Class 18 contains 14187 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12131 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 149151 members 
Mstep: Class 24 contains 78138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790456.000000 Penalty: 81311.140625
Iteration 422Q: 25 clusters Score -1.057905e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 2374 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10349 members 
Mstep: Class 5 contains 15188 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 159813 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8929 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 81766 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8182 members 
Mstep: Class 17 contains 151398 members 
Mstep: Class 18 contains 14141 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12093 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148913 members 
Mstep: Class 24 contains 78240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790624.000000 Penalty: 81311.140625
Iteration 423Q: 25 clusters Score -1.057906e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155999 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 159529 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8908 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81745 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 152013 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12053 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148687 members 
Mstep: Class 24 contains 78330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790752.000000 Penalty: 81311.140625
Iteration 424Q: 25 clusters Score -1.057908e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 159273 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8876 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81718 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8201 members 
Mstep: Class 17 contains 152579 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 12022 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148444 members 
Mstep: Class 24 contains 78439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790976.000000 Penalty: 81311.140625
Iteration 425Q: 25 clusters Score -1.05791e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 15145 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 159029 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8851 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81677 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 153159 members 
Mstep: Class 18 contains 14021 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11992 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148238 members 
Mstep: Class 24 contains 78540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791016.000000 Penalty: 81311.140625
Iteration 426Q: 25 clusters Score -1.05791e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155773 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10290 members 
Mstep: Class 5 contains 15136 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 158817 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 81646 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 153736 members 
Mstep: Class 18 contains 13991 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11959 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148055 members 
Mstep: Class 24 contains 78616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791056.000000 Penalty: 81311.140625
Iteration 427Q: 25 clusters Score -1.057911e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155655 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10283 members 
Mstep: Class 5 contains 15123 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 158644 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 81636 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 154232 members 
Mstep: Class 18 contains 13960 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147875 members 
Mstep: Class 24 contains 78711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791120.000000 Penalty: 81311.140625
Iteration 428Q: 25 clusters Score -1.057911e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 2362 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10277 members 
Mstep: Class 5 contains 15106 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 158490 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 81637 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8212 members 
Mstep: Class 17 contains 154742 members 
Mstep: Class 18 contains 13935 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11860 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147702 members 
Mstep: Class 24 contains 78805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791320.000000 Penalty: 81311.140625
Iteration 429Q: 25 clusters Score -1.057913e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10266 members 
Mstep: Class 5 contains 15091 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 158268 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81625 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8207 members 
Mstep: Class 17 contains 155257 members 
Mstep: Class 18 contains 13897 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147556 members 
Mstep: Class 24 contains 78926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791352.000000 Penalty: 81311.140625
Iteration 430Q: 25 clusters Score -1.057914e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 2356 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10257 members 
Mstep: Class 5 contains 15082 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 158080 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8737 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81607 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8203 members 
Mstep: Class 17 contains 155686 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11774 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147406 members 
Mstep: Class 24 contains 79051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791216.000000 Penalty: 81311.140625
Iteration 431Q: 25 clusters Score -1.057912e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10250 members 
Mstep: Class 5 contains 15086 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 157890 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81588 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8207 members 
Mstep: Class 17 contains 156105 members 
Mstep: Class 18 contains 13834 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147232 members 
Mstep: Class 24 contains 79158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791296.000000 Penalty: 81311.140625
Iteration 432Q: 25 clusters Score -1.057913e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155260 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10238 members 
Mstep: Class 5 contains 15092 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 157675 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81580 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 156511 members 
Mstep: Class 18 contains 13804 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11711 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147063 members 
Mstep: Class 24 contains 79269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791120.000000 Penalty: 81311.140625
Iteration 433Q: 25 clusters Score -1.057911e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10220 members 
Mstep: Class 5 contains 15096 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 157488 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81552 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 156888 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11674 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146937 members 
Mstep: Class 24 contains 79387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791056.000000 Penalty: 81311.140625
Iteration 434Q: 25 clusters Score -1.057911e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 15096 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 157325 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81523 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 157221 members 
Mstep: Class 18 contains 13717 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11640 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146791 members 
Mstep: Class 24 contains 79503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791296.000000 Penalty: 81311.140625
Iteration 435Q: 25 clusters Score -1.057913e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10200 members 
Mstep: Class 5 contains 15097 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 157212 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81501 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 157514 members 
Mstep: Class 18 contains 13690 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11602 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146644 members 
Mstep: Class 24 contains 79633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791240.000000 Penalty: 81311.140625
Iteration 436Q: 25 clusters Score -1.057912e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10193 members 
Mstep: Class 5 contains 15092 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 157119 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81475 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 157777 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11568 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146549 members 
Mstep: Class 24 contains 79766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791016.000000 Penalty: 81311.140625
Iteration 437Q: 25 clusters Score -1.05791e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 15089 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 157017 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8618 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81472 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 158027 members 
Mstep: Class 18 contains 13626 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146446 members 
Mstep: Class 24 contains 79900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791200.000000 Penalty: 81311.140625
Iteration 438Q: 25 clusters Score -1.057912e+08 nChanged 1374
Entering ConstructFrom: 
Score: -105791200.000000 Penalty: 81311.140625
Entering ConstructFrom: 
Trying to split cluster 1 (154909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Entering Unmasked Estep 
Score: -19576818.000000 Penalty: 2963.747070
	Iteration 0F: 2 clusters Score -1.957682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -19474192.000000 Penalty: 5927.494141
	Iteration 0F: 3 clusters Score -1.947419e+07 nChanged 74228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -19517656.000000 Penalty: 5927.494141
	Iteration 1F: 3 clusters Score -1.951766e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -19519678.000000 Penalty: 5927.494141
	Iteration 2Q: 3 clusters Score -1.951968e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -19523112.000000 Penalty: 5927.494141
	Iteration 3Q: 3 clusters Score -1.952311e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -19529482.000000 Penalty: 5927.494141
	Iteration 4F: 3 clusters Score -1.952948e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118386 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -19539988.000000 Penalty: 5927.494141
	Iteration 5F: 3 clusters Score -1.953999e+07 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -19553372.000000 Penalty: 5927.494141
	Iteration 6F: 3 clusters Score -1.955337e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -19564646.000000 Penalty: 5927.494141
	Iteration 7F: 3 clusters Score -1.956465e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -19570966.000000 Penalty: 5927.494141
	Iteration 8Q: 3 clusters Score -1.957097e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152255 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19573126.000000 Penalty: 5927.494141
	Iteration 9Q: 3 clusters Score -1.957313e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19573920.000000 Penalty: 5927.494141
	Iteration 10Q: 3 clusters Score -1.957392e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -19574186.000000 Penalty: 5927.494141
	Iteration 11Q: 3 clusters Score -1.957419e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19574392.000000 Penalty: 5927.494141
	Iteration 12Q: 3 clusters Score -1.957439e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -19574430.000000 Penalty: 5927.494141
	Iteration 13Q: 3 clusters Score -1.957443e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19574460.000000 Penalty: 5927.494141
	Iteration 14Q: 3 clusters Score -1.957446e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -19574472.000000 Penalty: 5927.494141
	Iteration 15Q: 3 clusters Score -1.957447e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19574480.000000 Penalty: 5927.494141
	Iteration 16Q: 3 clusters Score -1.957448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153987 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19574514.000000 Penalty: 5927.494141
	Iteration 17Q: 3 clusters Score -1.957451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19574526.000000 Penalty: 5927.494141
	Iteration 18Q: 3 clusters Score -1.957453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19574544.000000 Penalty: 5927.494141
	Iteration 19Q: 3 clusters Score -1.957454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19574544.000000 Penalty: 5927.494141
	Iteration 20F: 3 clusters Score -1.957454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -19574552.000000 Penalty: 5927.494141
	Iteration 21Q: 3 clusters Score -1.957455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19574572.000000 Penalty: 5927.494141
	Iteration 22Q: 3 clusters Score -1.957457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19574588.000000 Penalty: 5927.494141
	Iteration 23Q: 3 clusters Score -1.957459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154057 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19574584.000000 Penalty: 5927.494141
	Iteration 24Q: 3 clusters Score -1.957458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154060 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19574576.000000 Penalty: 5927.494141
	Iteration 25Q: 3 clusters Score -1.957458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19574600.000000 Penalty: 5927.494141
	Iteration 26Q: 3 clusters Score -1.95746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19574594.000000 Penalty: 5927.494141
	Iteration 27Q: 3 clusters Score -1.957459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154077 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -19574596.000000 Penalty: 5927.494141
	Iteration 28Q: 3 clusters Score -1.95746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19574610.000000 Penalty: 5927.494141
	Iteration 29Q: 3 clusters Score -1.957461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -19574622.000000 Penalty: 5927.494141
	Iteration 30Q: 3 clusters Score -1.957462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154088 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -19574614.000000 Penalty: 5927.494141
	Iteration 31Q: 3 clusters Score -1.957461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -19574622.000000 Penalty: 5927.494141
	Iteration 32Q: 3 clusters Score -1.957462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19574616.000000 Penalty: 5927.494141
	Iteration 33Q: 3 clusters Score -1.957462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19574622.000000 Penalty: 5927.494141
	Iteration 34Q: 3 clusters Score -1.957462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19574624.000000 Penalty: 5927.494141
	Iteration 35Q: 3 clusters Score -1.957462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -19574624.000000 Penalty: 5927.494141
	Iteration 36Q: 3 clusters Score -1.957462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19574622.000000 Penalty: 5927.494141
	Iteration 37Q: 3 clusters Score -1.957462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19574622.000000 Penalty: 5927.494141
	Iteration 38F: 3 clusters Score -1.957462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -276800.093750 Penalty: 1924.278442
	Iteration 0F: 2 clusters Score -276800.1 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 1166 members 
Entering Unmasked Estep 
Score: -273940.968750 Penalty: 3848.556885
	Iteration 0F: 3 clusters Score -273941 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274467.218750 Penalty: 3848.556885
	Iteration 1F: 3 clusters Score -274467.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -274634.562500 Penalty: 3848.556885
	Iteration 2F: 3 clusters Score -274634.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -274726.125000 Penalty: 3848.556885
	Iteration 3Q: 3 clusters Score -274726.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274813.562500 Penalty: 3848.556885
	Iteration 4Q: 3 clusters Score -274813.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -274878.750000 Penalty: 3848.556885
	Iteration 5Q: 3 clusters Score -274878.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274932.968750 Penalty: 3848.556885
	Iteration 6Q: 3 clusters Score -274933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -274995.562500 Penalty: 3848.556885
	Iteration 7Q: 3 clusters Score -274995.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -275045.937500 Penalty: 3848.556885
	Iteration 8Q: 3 clusters Score -275045.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275088.937500 Penalty: 3848.556885
	Iteration 9Q: 3 clusters Score -275088.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -275128.906250 Penalty: 3848.556885
	Iteration 10Q: 3 clusters Score -275128.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -275161.937500 Penalty: 3848.556885
	Iteration 11Q: 3 clusters Score -275161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -275185.156250 Penalty: 3848.556885
	Iteration 12Q: 3 clusters Score -275185.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -275214.531250 Penalty: 3848.556885
	Iteration 13Q: 3 clusters Score -275214.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -275239.218750 Penalty: 3848.556885
	Iteration 14Q: 3 clusters Score -275239.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -275260.656250 Penalty: 3848.556885
	Iteration 15Q: 3 clusters Score -275260.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -275280.750000 Penalty: 3848.556885
	Iteration 16Q: 3 clusters Score -275280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -275298.531250 Penalty: 3848.556885
	Iteration 17Q: 3 clusters Score -275298.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -275319.875000 Penalty: 3848.556885
	Iteration 18Q: 3 clusters Score -275319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -275335.875000 Penalty: 3848.556885
	Iteration 19Q: 3 clusters Score -275335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275345.468750 Penalty: 3848.556885
	Iteration 20F: 3 clusters Score -275345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -275355.406250 Penalty: 3848.556885
	Iteration 21Q: 3 clusters Score -275355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -275362.312500 Penalty: 3848.556885
	Iteration 22Q: 3 clusters Score -275362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -275365.500000 Penalty: 3848.556885
	Iteration 23Q: 3 clusters Score -275365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -275367.093750 Penalty: 3848.556885
	Iteration 24Q: 3 clusters Score -275367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -275370.000000 Penalty: 3848.556885
	Iteration 25Q: 3 clusters Score -275370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -275371.812500 Penalty: 3848.556885
	Iteration 26Q: 3 clusters Score -275371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -275374.187500 Penalty: 3848.556885
	Iteration 27Q: 3 clusters Score -275374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -275375.093750 Penalty: 3848.556885
	Iteration 28Q: 3 clusters Score -275375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275378.218750 Penalty: 3848.556885
	Iteration 29Q: 3 clusters Score -275378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275378.656250 Penalty: 3848.556885
	Iteration 30Q: 3 clusters Score -275378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275378.656250 Penalty: 3848.556885
	Iteration 31F: 3 clusters Score -275378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -32488.945312 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -32488.95 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 154 members 
Entering Unmasked Estep 
Score: -31271.062500 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -31271.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31437.660156 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -31437.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31504.314453 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -31504.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31545.683594 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -31545.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31551.169922 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -31551.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31551.169922 Penalty: 2851.698975
	Iteration 5F: 3 clusters Score -31551.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Entering Unmasked Estep 
Score: -1297503.500000 Penalty: 2288.613037
	Iteration 0F: 2 clusters Score -1297504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1289747.125000 Penalty: 4577.226074
	Iteration 0F: 3 clusters Score -1289747 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1292058.375000 Penalty: 4577.226074
	Iteration 1F: 3 clusters Score -1292058 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1292453.250000 Penalty: 4577.226074
	Iteration 2F: 3 clusters Score -1292453 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1292811.625000 Penalty: 4577.226074
	Iteration 3F: 3 clusters Score -1292812 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1293216.125000 Penalty: 4577.226074
	Iteration 4F: 3 clusters Score -1293216 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1293621.000000 Penalty: 4577.226074
	Iteration 5F: 3 clusters Score -1293621 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1294093.375000 Penalty: 4577.226074
	Iteration 6F: 3 clusters Score -1294093 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1294544.500000 Penalty: 4577.226074
	Iteration 7F: 3 clusters Score -1294544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1294934.125000 Penalty: 4577.226074
	Iteration 8F: 3 clusters Score -1294934 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1295242.500000 Penalty: 4577.226074
	Iteration 9Q: 3 clusters Score -1295242 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1295481.750000 Penalty: 4577.226074
	Iteration 10Q: 3 clusters Score -1295482 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1295678.875000 Penalty: 4577.226074
	Iteration 11Q: 3 clusters Score -1295679 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1295833.125000 Penalty: 4577.226074
	Iteration 12Q: 3 clusters Score -1295833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1295913.000000 Penalty: 4577.226074
	Iteration 13Q: 3 clusters Score -1295913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1295967.375000 Penalty: 4577.226074
	Iteration 14Q: 3 clusters Score -1295967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1296006.250000 Penalty: 4577.226074
	Iteration 15Q: 3 clusters Score -1296006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1296044.250000 Penalty: 4577.226074
	Iteration 16Q: 3 clusters Score -1296044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1296071.875000 Penalty: 4577.226074
	Iteration 17Q: 3 clusters Score -1296072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1296090.125000 Penalty: 4577.226074
	Iteration 18Q: 3 clusters Score -1296090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1296111.250000 Penalty: 4577.226074
	Iteration 19Q: 3 clusters Score -1296111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1296126.125000 Penalty: 4577.226074
	Iteration 20F: 3 clusters Score -1296126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1296133.125000 Penalty: 4577.226074
	Iteration 21Q: 3 clusters Score -1296133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1296143.125000 Penalty: 4577.226074
	Iteration 22Q: 3 clusters Score -1296143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1296150.500000 Penalty: 4577.226074
	Iteration 23Q: 3 clusters Score -1296150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1296158.375000 Penalty: 4577.226074
	Iteration 24Q: 3 clusters Score -1296158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1296165.500000 Penalty: 4577.226074
	Iteration 25Q: 3 clusters Score -1296166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1296168.250000 Penalty: 4577.226074
	Iteration 26Q: 3 clusters Score -1296168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1296177.125000 Penalty: 4577.226074
	Iteration 27Q: 3 clusters Score -1296177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1296183.000000 Penalty: 4577.226074
	Iteration 28Q: 3 clusters Score -1296183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1296184.250000 Penalty: 4577.226074
	Iteration 29Q: 3 clusters Score -1296184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1296189.000000 Penalty: 4577.226074
	Iteration 30Q: 3 clusters Score -1296189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1296190.000000 Penalty: 4577.226074
	Iteration 31Q: 3 clusters Score -1296190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1296190.625000 Penalty: 4577.226074
	Iteration 32Q: 3 clusters Score -1296191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1296191.375000 Penalty: 4577.226074
	Iteration 33Q: 3 clusters Score -1296191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1296191.375000 Penalty: 4577.226074
	Iteration 34F: 3 clusters Score -1296191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Entering Unmasked Estep 
Score: -1882587.125000 Penalty: 2386.186768
	Iteration 0F: 2 clusters Score -1882587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1871629.250000 Penalty: 4772.373535
	Iteration 0F: 3 clusters Score -1871629 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1875071.875000 Penalty: 4772.373535
	Iteration 1F: 3 clusters Score -1875072 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1875484.125000 Penalty: 4772.373535
	Iteration 2F: 3 clusters Score -1875484 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1875924.625000 Penalty: 4772.373535
	Iteration 3F: 3 clusters Score -1875925 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1876504.500000 Penalty: 4772.373535
	Iteration 4F: 3 clusters Score -1876504 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1877187.250000 Penalty: 4772.373535
	Iteration 5F: 3 clusters Score -1877187 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1877933.625000 Penalty: 4772.373535
	Iteration 6F: 3 clusters Score -1877934 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1878792.875000 Penalty: 4772.373535
	Iteration 7F: 3 clusters Score -1878793 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1879602.125000 Penalty: 4772.373535
	Iteration 8F: 3 clusters Score -1879602 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1880216.000000 Penalty: 4772.373535
	Iteration 9F: 3 clusters Score -1880216 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1880648.750000 Penalty: 4772.373535
	Iteration 10Q: 3 clusters Score -1880649 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1880909.750000 Penalty: 4772.373535
	Iteration 11Q: 3 clusters Score -1880910 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1881089.125000 Penalty: 4772.373535
	Iteration 12Q: 3 clusters Score -1881089 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1881219.375000 Penalty: 4772.373535
	Iteration 13Q: 3 clusters Score -1881219 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1881353.375000 Penalty: 4772.373535
	Iteration 14Q: 3 clusters Score -1881353 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1881476.125000 Penalty: 4772.373535
	Iteration 15Q: 3 clusters Score -1881476 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1881554.875000 Penalty: 4772.373535
	Iteration 16Q: 3 clusters Score -1881555 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1881583.750000 Penalty: 4772.373535
	Iteration 17Q: 3 clusters Score -1881584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1881604.375000 Penalty: 4772.373535
	Iteration 18Q: 3 clusters Score -1881604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1881627.125000 Penalty: 4772.373535
	Iteration 19Q: 3 clusters Score -1881627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1881628.000000 Penalty: 4772.373535
	Iteration 20F: 3 clusters Score -1881628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1881629.500000 Penalty: 4772.373535
	Iteration 21Q: 3 clusters Score -1881630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1881637.625000 Penalty: 4772.373535
	Iteration 22Q: 3 clusters Score -1881638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1881639.000000 Penalty: 4772.373535
	Iteration 23Q: 3 clusters Score -1881639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1881640.125000 Penalty: 4772.373535
	Iteration 24Q: 3 clusters Score -1881640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1881647.000000 Penalty: 4772.373535
	Iteration 25Q: 3 clusters Score -1881647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1881644.250000 Penalty: 4772.373535
	Iteration 26Q: 3 clusters Score -1881644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1881647.625000 Penalty: 4772.373535
	Iteration 27Q: 3 clusters Score -1881648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1881646.500000 Penalty: 4772.373535
	Iteration 28Q: 3 clusters Score -1881646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1881647.625000 Penalty: 4772.373535
	Iteration 29Q: 3 clusters Score -1881648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1881644.875000 Penalty: 4772.373535
	Iteration 30Q: 3 clusters Score -1881645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1881647.250000 Penalty: 4772.373535
	Iteration 31Q: 3 clusters Score -1881647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1881646.750000 Penalty: 4772.373535
	Iteration 32Q: 3 clusters Score -1881647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1881645.250000 Penalty: 4772.373535
	Iteration 33Q: 3 clusters Score -1881645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1881645.625000 Penalty: 4772.373535
	Iteration 34Q: 3 clusters Score -1881646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1881646.125000 Penalty: 4772.373535
	Iteration 35Q: 3 clusters Score -1881646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1881647.875000 Penalty: 4772.373535
	Iteration 36Q: 3 clusters Score -1881648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1881648.375000 Penalty: 4772.373535
	Iteration 37Q: 3 clusters Score -1881648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1881645.000000 Penalty: 4772.373535
	Iteration 38Q: 3 clusters Score -1881645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1881648.500000 Penalty: 4772.373535
	Iteration 39Q: 3 clusters Score -1881648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1881648.500000 Penalty: 4772.373535
	Iteration 40F: 3 clusters Score -1881648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 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 372 members 
Entering Unmasked Estep 
Score: -79671.492188 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79671.49 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80004.210938 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -80004.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80209.625000 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80209.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80352.953125 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80352.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80460.445312 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -80460.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80581.132812 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80581.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80665.375000 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80665.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80737.320312 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80737.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80848.148438 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -80848.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80904.593750 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -80904.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80946.585938 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -80946.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80965.023438 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -80965.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80978.664062 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -80978.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80988.648438 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -80988.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80988.648438 Penalty: 3263.996826
	Iteration 14F: 3 clusters Score -80988.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -319244.687500 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -319244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -316210.781250 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -316210.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -316777.781250 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -316777.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -316930.218750 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -316930.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -317010.468750 Penalty: 3897.693848
	Iteration 3Q: 3 clusters Score -317010.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -317070.343750 Penalty: 3897.693848
	Iteration 4Q: 3 clusters Score -317070.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -317116.531250 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -317116.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -317151.468750 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -317151.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -317185.406250 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -317185.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -317239.218750 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -317239.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -317288.906250 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -317288.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -317342.750000 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -317342.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -317394.500000 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -317394.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -317438.250000 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -317438.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -317483.937500 Penalty: 3897.693848
	Iteration 13Q: 3 clusters Score -317483.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -317534.062500 Penalty: 3897.693848
	Iteration 14Q: 3 clusters Score -317534.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -317576.218750 Penalty: 3897.693848
	Iteration 15Q: 3 clusters Score -317576.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -317619.718750 Penalty: 3897.693848
	Iteration 16Q: 3 clusters Score -317619.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -317673.843750 Penalty: 3897.693848
	Iteration 17Q: 3 clusters Score -317673.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -317733.906250 Penalty: 3897.693848
	Iteration 18Q: 3 clusters Score -317733.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -317786.437500 Penalty: 3897.693848
	Iteration 19Q: 3 clusters Score -317786.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -317854.062500 Penalty: 3897.693848
	Iteration 20F: 3 clusters Score -317854.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -317910.343750 Penalty: 3897.693848
	Iteration 21Q: 3 clusters Score -317910.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -317965.437500 Penalty: 3897.693848
	Iteration 22Q: 3 clusters Score -317965.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -318014.625000 Penalty: 3897.693848
	Iteration 23Q: 3 clusters Score -318014.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -318078.312500 Penalty: 3897.693848
	Iteration 24Q: 3 clusters Score -318078.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -318142.843750 Penalty: 3897.693848
	Iteration 25Q: 3 clusters Score -318142.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -318221.250000 Penalty: 3897.693848
	Iteration 26Q: 3 clusters Score -318221.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -318291.062500 Penalty: 3897.693848
	Iteration 27Q: 3 clusters Score -318291.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -318392.468750 Penalty: 3897.693848
	Iteration 28Q: 3 clusters Score -318392.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -318513.125000 Penalty: 3897.693848
	Iteration 29Q: 3 clusters Score -318513.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -318607.562500 Penalty: 3897.693848
	Iteration 30Q: 3 clusters Score -318607.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -318648.781250 Penalty: 3897.693848
	Iteration 31Q: 3 clusters Score -318648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -318679.218750 Penalty: 3897.693848
	Iteration 32Q: 3 clusters Score -318679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -318698.156250 Penalty: 3897.693848
	Iteration 33Q: 3 clusters Score -318698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -318714.656250 Penalty: 3897.693848
	Iteration 34Q: 3 clusters Score -318714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -318735.093750 Penalty: 3897.693848
	Iteration 35Q: 3 clusters Score -318735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -318757.031250 Penalty: 3897.693848
	Iteration 36Q: 3 clusters Score -318757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -318782.500000 Penalty: 3897.693848
	Iteration 37Q: 3 clusters Score -318782.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -318807.718750 Penalty: 3897.693848
	Iteration 38Q: 3 clusters Score -318807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -318812.625000 Penalty: 3897.693848
	Iteration 39Q: 3 clusters Score -318812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -318825.687500 Penalty: 3897.693848
	Iteration 40F: 3 clusters Score -318825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -318841.593750 Penalty: 3897.693848
	Iteration 41Q: 3 clusters Score -318841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -318848.656250 Penalty: 3897.693848
	Iteration 42Q: 3 clusters Score -318848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -318851.000000 Penalty: 3897.693848
	Iteration 43Q: 3 clusters Score -318851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -318851.000000 Penalty: 3897.693848
	Iteration 44F: 3 clusters Score -318851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Entering Unmasked Estep 
Score: -19834808.000000 Penalty: 2967.005859
	Iteration 0F: 2 clusters Score -1.983481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -19731162.000000 Penalty: 5934.011719
	Iteration 0F: 3 clusters Score -1.973116e+07 nChanged 75065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76445 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -19774722.000000 Penalty: 5934.011719
	Iteration 1F: 3 clusters Score -1.977472e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -19775356.000000 Penalty: 5934.011719
	Iteration 2Q: 3 clusters Score -1.977536e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -19776200.000000 Penalty: 5934.011719
	Iteration 3Q: 3 clusters Score -1.97762e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -19777320.000000 Penalty: 5934.011719
	Iteration 4Q: 3 clusters Score -1.977732e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -19778894.000000 Penalty: 5934.011719
	Iteration 5Q: 3 clusters Score -1.977889e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -19781576.000000 Penalty: 5934.011719
	Iteration 6Q: 3 clusters Score -1.978158e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -19786798.000000 Penalty: 5934.011719
	Iteration 7F: 3 clusters Score -1.97868e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -19795426.000000 Penalty: 5934.011719
	Iteration 8F: 3 clusters Score -1.979543e+07 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -19807106.000000 Penalty: 5934.011719
	Iteration 9F: 3 clusters Score -1.980711e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -19818432.000000 Penalty: 5934.011719
	Iteration 10F: 3 clusters Score -1.981843e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -19825784.000000 Penalty: 5934.011719
	Iteration 11Q: 3 clusters Score -1.982578e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -19829320.000000 Penalty: 5934.011719
	Iteration 12Q: 3 clusters Score -1.982932e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -19830858.000000 Penalty: 5934.011719
	Iteration 13Q: 3 clusters Score -1.983086e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -19831516.000000 Penalty: 5934.011719
	Iteration 14Q: 3 clusters Score -1.983152e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -19831838.000000 Penalty: 5934.011719
	Iteration 15Q: 3 clusters Score -1.983184e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -19832050.000000 Penalty: 5934.011719
	Iteration 16Q: 3 clusters Score -1.983205e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 155738 members 
Entering Unmasked Estep 
Score: -19832162.000000 Penalty: 5934.011719
	Iteration 17Q: 3 clusters Score -1.983216e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -19832246.000000 Penalty: 5934.011719
	Iteration 18Q: 3 clusters Score -1.983225e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 155992 members 
Entering Unmasked Estep 
Score: -19832274.000000 Penalty: 5934.011719
	Iteration 19Q: 3 clusters Score -1.983227e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -19832324.000000 Penalty: 5934.011719
	Iteration 20F: 3 clusters Score -1.983232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -19832326.000000 Penalty: 5934.011719
	Iteration 21Q: 3 clusters Score -1.983233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 156155 members 
Entering Unmasked Estep 
Score: -19832358.000000 Penalty: 5934.011719
	Iteration 22Q: 3 clusters Score -1.983236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -19832352.000000 Penalty: 5934.011719
	Iteration 23Q: 3 clusters Score -1.983235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -19832356.000000 Penalty: 5934.011719
	Iteration 24Q: 3 clusters Score -1.983236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -19832384.000000 Penalty: 5934.011719
	Iteration 25Q: 3 clusters Score -1.983238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -19832402.000000 Penalty: 5934.011719
	Iteration 26Q: 3 clusters Score -1.98324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 156267 members 
Entering Unmasked Estep 
Score: -19832416.000000 Penalty: 5934.011719
	Iteration 27Q: 3 clusters Score -1.983242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -19832430.000000 Penalty: 5934.011719
	Iteration 28Q: 3 clusters Score -1.983243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -19832430.000000 Penalty: 5934.011719
	Iteration 29Q: 3 clusters Score -1.983243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156300 members 
Entering Unmasked Estep 
Score: -19832428.000000 Penalty: 5934.011719
	Iteration 30Q: 3 clusters Score -1.983243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -19832436.000000 Penalty: 5934.011719
	Iteration 31Q: 3 clusters Score -1.983244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -19832444.000000 Penalty: 5934.011719
	Iteration 32Q: 3 clusters Score -1.983244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -19832432.000000 Penalty: 5934.011719
	Iteration 33Q: 3 clusters Score -1.983243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 156312 members 
Entering Unmasked Estep 
Score: -19832432.000000 Penalty: 5934.011719
	Iteration 34Q: 3 clusters Score -1.983243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 156313 members 
Entering Unmasked Estep 
Score: -19832430.000000 Penalty: 5934.011719
	Iteration 35Q: 3 clusters Score -1.983243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 156317 members 
Entering Unmasked Estep 
Score: -19832452.000000 Penalty: 5934.011719
	Iteration 36Q: 3 clusters Score -1.983245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -19832460.000000 Penalty: 5934.011719
	Iteration 37Q: 3 clusters Score -1.983246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 156327 members 
Entering Unmasked Estep 
Score: -19832466.000000 Penalty: 5934.011719
	Iteration 38Q: 3 clusters Score -1.983247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -19832468.000000 Penalty: 5934.011719
	Iteration 39Q: 3 clusters Score -1.983247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -19832466.000000 Penalty: 5934.011719
	Iteration 40F: 3 clusters Score -1.983247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -19832470.000000 Penalty: 5934.011719
	Iteration 41Q: 3 clusters Score -1.983247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -19832464.000000 Penalty: 5934.011719
	Iteration 42Q: 3 clusters Score -1.983246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -19832476.000000 Penalty: 5934.011719
	Iteration 43Q: 3 clusters Score -1.983248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -19832484.000000 Penalty: 5934.011719
	Iteration 44Q: 3 clusters Score -1.983248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -19832474.000000 Penalty: 5934.011719
	Iteration 45Q: 3 clusters Score -1.983247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -19832486.000000 Penalty: 5934.011719
	Iteration 46Q: 3 clusters Score -1.983249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -19832486.000000 Penalty: 5934.011719
	Iteration 47F: 3 clusters Score -1.983249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -110199.000000 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -110199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108303.859375 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -108303.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108607.578125 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -108607.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108730.828125 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -108730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108804.773438 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -108804.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108842.664062 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -108842.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108868.820312 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -108868.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108894.531250 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -108894.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108910.085938 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -108910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -108924.289062 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -108924.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108933.585938 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -108933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108939.882812 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -108939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108942.820312 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -108942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108945.984375 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -108946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108947.906250 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -108947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108948.460938 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -108948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108948.460938 Penalty: 3385.966553
	Iteration 15F: 3 clusters Score -108948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -1102456.125000 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -1102456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1095656.500000 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -1095656 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1097566.250000 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -1097566 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1097825.250000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -1097825 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1098005.625000 Penalty: 4493.578613
	Iteration 3Q: 3 clusters Score -1098006 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1098146.000000 Penalty: 4493.578613
	Iteration 4Q: 3 clusters Score -1098146 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1098250.375000 Penalty: 4493.578613
	Iteration 5Q: 3 clusters Score -1098250 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1098341.125000 Penalty: 4493.578613
	Iteration 6Q: 3 clusters Score -1098341 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1098428.375000 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -1098428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1098506.125000 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -1098506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1098601.375000 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -1098601 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1098702.625000 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -1098703 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1098801.000000 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -1098801 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1098910.875000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -1098911 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1099026.500000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -1099026 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1099158.250000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -1099158 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1099304.250000 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -1099304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1099469.125000 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -1099469 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1099647.000000 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -1099647 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1099791.625000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -1099792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1099943.125000 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -1099943 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1100069.750000 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -1100070 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1100183.000000 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -1100183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1100271.125000 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -1100271 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1100344.000000 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -1100344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1100400.125000 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -1100400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1100446.375000 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -1100446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1100467.125000 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -1100467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1100482.375000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -1100482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1100493.125000 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -1100493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1100499.125000 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -1100499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1100507.500000 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -1100508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1100514.125000 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -1100514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1100519.500000 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -1100520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1100518.875000 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -1100519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1100521.625000 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -1100522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1100523.625000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -1100524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1100525.000000 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -1100525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1100524.750000 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -1100525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1100526.375000 Penalty: 4493.578613
	Iteration 38Q: 3 clusters Score -1100526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1100527.500000 Penalty: 4493.578613
	Iteration 39Q: 3 clusters Score -1100528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1100528.250000 Penalty: 4493.578613
	Iteration 40F: 3 clusters Score -1100528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1100530.125000 Penalty: 4493.578613
	Iteration 41Q: 3 clusters Score -1100530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1100529.750000 Penalty: 4493.578613
	Iteration 42Q: 3 clusters Score -1100530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1100530.750000 Penalty: 4493.578613
	Iteration 43Q: 3 clusters Score -1100531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1100530.750000 Penalty: 4493.578613
	Iteration 44F: 3 clusters Score -1100531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 276 members 
Entering Unmasked Estep 
Score: -66895.179688 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66895.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67111.898438 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67111.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67161.726562 Penalty: 3136.882080
	Iteration 2Q: 3 clusters Score -67161.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67194.132812 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67194.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67199.992188 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67199.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67202.835938 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67202.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67202.835938 Penalty: 3136.882080
	Iteration 6F: 3 clusters Score -67202.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30800.074219 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30800.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31120.736328 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -31120.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31216.074219 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31216.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31289.519531 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -31289.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31393.027344 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -31393.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31565.611328 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -31565.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31579.185547 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -31579.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31595.103516 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -31595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31603.953125 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -31603.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31608.000000 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -31608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31624.820312 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -31624.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31631.134766 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -31631.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31646.205078 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -31646.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31658.031250 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -31658.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31672.367188 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -31672.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31688.533203 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -31688.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31696.509766 Penalty: 2871.820312
	Iteration 16Q: 3 clusters Score -31696.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31696.509766 Penalty: 2871.820312
	Iteration 17F: 3 clusters Score -31696.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -79158.828125 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -79158.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77474.164062 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -77474.16 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77720.414062 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -77720.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77856.054688 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -77856.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77959.156250 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -77959.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78114.687500 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -78114.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78243.257812 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -78243.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78343.382812 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -78343.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78406.742188 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -78406.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78446.562500 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -78446.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78478.296875 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -78478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78490.664062 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -78490.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78499.781250 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -78499.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78507.195312 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -78507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78521.734375 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -78521.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78539.000000 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -78539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78560.429688 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -78560.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78567.148438 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -78567.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78571.179688 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -78571.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78583.867188 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -78583.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78588.625000 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -78588.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78594.414062 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -78594.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78601.296875 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -78601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78606.476562 Penalty: 3248.626709
	Iteration 22Q: 3 clusters Score -78606.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78607.679688 Penalty: 3248.626709
	Iteration 23Q: 3 clusters Score -78607.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78607.679688 Penalty: 3248.626709
	Iteration 24F: 3 clusters Score -78607.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Entering Unmasked Estep 
Score: -9974333.000000 Penalty: 2804.326660
	Iteration 0F: 2 clusters Score -9974333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -9919754.000000 Penalty: 5608.653320
	Iteration 0F: 3 clusters Score -9919754 nChanged 38370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -9941193.000000 Penalty: 5608.653320
	Iteration 1F: 3 clusters Score -9941193 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -9941877.000000 Penalty: 5608.653320
	Iteration 2Q: 3 clusters Score -9941877 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -9942545.000000 Penalty: 5608.653320
	Iteration 3Q: 3 clusters Score -9942545 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -9943528.000000 Penalty: 5608.653320
	Iteration 4Q: 3 clusters Score -9943528 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -9944897.000000 Penalty: 5608.653320
	Iteration 5Q: 3 clusters Score -9944897 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -9946920.000000 Penalty: 5608.653320
	Iteration 6F: 3 clusters Score -9946920 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -9949901.000000 Penalty: 5608.653320
	Iteration 7F: 3 clusters Score -9949901 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -9953575.000000 Penalty: 5608.653320
	Iteration 8F: 3 clusters Score -9953575 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -9957914.000000 Penalty: 5608.653320
	Iteration 9F: 3 clusters Score -9957914 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -9962436.000000 Penalty: 5608.653320
	Iteration 10F: 3 clusters Score -9962436 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -9966753.000000 Penalty: 5608.653320
	Iteration 11F: 3 clusters Score -9966753 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9969760.000000 Penalty: 5608.653320
	Iteration 12Q: 3 clusters Score -9969760 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9971125.000000 Penalty: 5608.653320
	Iteration 13Q: 3 clusters Score -9971125 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9971580.000000 Penalty: 5608.653320
	Iteration 14Q: 3 clusters Score -9971580 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9971766.000000 Penalty: 5608.653320
	Iteration 15Q: 3 clusters Score -9971766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9971852.000000 Penalty: 5608.653320
	Iteration 16Q: 3 clusters Score -9971852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9971932.000000 Penalty: 5608.653320
	Iteration 17Q: 3 clusters Score -9971932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9971968.000000 Penalty: 5608.653320
	Iteration 18Q: 3 clusters Score -9971968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9972002.000000 Penalty: 5608.653320
	Iteration 19Q: 3 clusters Score -9972002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9972035.000000 Penalty: 5608.653320
	Iteration 20F: 3 clusters Score -9972035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9972039.000000 Penalty: 5608.653320
	Iteration 21Q: 3 clusters Score -9972039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9972063.000000 Penalty: 5608.653320
	Iteration 22Q: 3 clusters Score -9972063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9972069.000000 Penalty: 5608.653320
	Iteration 23Q: 3 clusters Score -9972069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9972068.000000 Penalty: 5608.653320
	Iteration 24Q: 3 clusters Score -9972068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9972085.000000 Penalty: 5608.653320
	Iteration 25Q: 3 clusters Score -9972085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9972087.000000 Penalty: 5608.653320
	Iteration 26Q: 3 clusters Score -9972087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9972090.000000 Penalty: 5608.653320
	Iteration 27Q: 3 clusters Score -9972090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9972088.000000 Penalty: 5608.653320
	Iteration 28Q: 3 clusters Score -9972088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9972091.000000 Penalty: 5608.653320
	Iteration 29Q: 3 clusters Score -9972091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9972084.000000 Penalty: 5608.653320
	Iteration 30Q: 3 clusters Score -9972084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9972093.000000 Penalty: 5608.653320
	Iteration 31Q: 3 clusters Score -9972093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9972100.000000 Penalty: 5608.653320
	Iteration 32Q: 3 clusters Score -9972100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9972107.000000 Penalty: 5608.653320
	Iteration 33Q: 3 clusters Score -9972107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9972114.000000 Penalty: 5608.653320
	Iteration 34Q: 3 clusters Score -9972114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9972114.000000 Penalty: 5608.653320
	Iteration 35Q: 3 clusters Score -9972114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9972115.000000 Penalty: 5608.653320
	Iteration 36Q: 3 clusters Score -9972115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9972122.000000 Penalty: 5608.653320
	Iteration 37Q: 3 clusters Score -9972122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9972120.000000 Penalty: 5608.653320
	Iteration 38Q: 3 clusters Score -9972120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9972130.000000 Penalty: 5608.653320
	Iteration 39Q: 3 clusters Score -9972130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9972128.000000 Penalty: 5608.653320
	Iteration 40F: 3 clusters Score -9972128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9972125.000000 Penalty: 5608.653320
	Iteration 41Q: 3 clusters Score -9972125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9972131.000000 Penalty: 5608.653320
	Iteration 42Q: 3 clusters Score -9972131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9972138.000000 Penalty: 5608.653320
	Iteration 43Q: 3 clusters Score -9972138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80818 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9972134.000000 Penalty: 5608.653320
	Iteration 44Q: 3 clusters Score -9972134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9972135.000000 Penalty: 5608.653320
	Iteration 45Q: 3 clusters Score -9972135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9972135.000000 Penalty: 5608.653320
	Iteration 46F: 3 clusters Score -9972135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 350 members 
Entering Unmasked Estep 
Score: -71062.742188 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71062.74 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71372.039062 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71372.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71594.375000 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -71594.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72054.085938 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -72054.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72516.742188 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -72516.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72588.445312 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -72588.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72615.804688 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -72615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72618.718750 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72618.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72622.976562 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72622.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -72635.820312 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -72635.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72641.695312 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -72641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72649.046875 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -72649.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72649.046875 Penalty: 3223.147949
	Iteration 12F: 3 clusters Score -72649.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -1048486.250000 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -1048486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1041943.750000 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -1041944 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1043672.937500 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -1043673 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1043908.437500 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -1043908 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1044101.875000 Penalty: 4470.803711
	Iteration 3Q: 3 clusters Score -1044102 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1044259.062500 Penalty: 4470.803711
	Iteration 4Q: 3 clusters Score -1044259 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1044397.062500 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -1044397 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1044546.125000 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -1044546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1044693.500000 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -1044694 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1044831.437500 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -1044831 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1044961.500000 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -1044962 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1045066.437500 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -1045066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1045166.000000 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -1045166 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1045255.937500 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -1045256 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1045334.375000 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -1045334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1045400.562500 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -1045401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1045458.375000 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -1045458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1045513.062500 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -1045513 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1045572.437500 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -1045572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1045628.250000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -1045628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1045677.000000 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -1045677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1045738.875000 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -1045739 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1045789.312500 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -1045789 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1045849.937500 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -1045850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1045925.062500 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -1045925 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1045986.687500 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -1045987 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1046045.437500 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -1046045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1046105.750000 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -1046106 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1046166.375000 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -1046166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1046235.750000 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -1046236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1046303.500000 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -1046304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1046382.375000 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -1046382 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1046459.062500 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -1046459 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1046536.062500 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -1046536 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1046615.437500 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -1046615 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1046688.687500 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -1046689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1046757.062500 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -1046757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1046806.937500 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -1046807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1046844.750000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -1046845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1046877.437500 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -1046877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1046901.437500 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -1046901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1046930.125000 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -1046930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1046963.062500 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -1046963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1046994.312500 Penalty: 4470.803711
	Iteration 42Q: 3 clusters Score -1046994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1047028.562500 Penalty: 4470.803711
	Iteration 43Q: 3 clusters Score -1047029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1047055.500000 Penalty: 4470.803711
	Iteration 44Q: 3 clusters Score -1047056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1047070.875000 Penalty: 4470.803711
	Iteration 45Q: 3 clusters Score -1047071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1047085.687500 Penalty: 4470.803711
	Iteration 46Q: 3 clusters Score -1047086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1047106.562500 Penalty: 4470.803711
	Iteration 47Q: 3 clusters Score -1047107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1047119.500000 Penalty: 4470.803711
	Iteration 48Q: 3 clusters Score -1047120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1047131.500000 Penalty: 4470.803711
	Iteration 49Q: 3 clusters Score -1047132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1047135.625000 Penalty: 4470.803711
	Iteration 50Q: 3 clusters Score -1047136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1047142.875000 Penalty: 4470.803711
	Iteration 51Q: 3 clusters Score -1047143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1047147.875000 Penalty: 4470.803711
	Iteration 52Q: 3 clusters Score -1047148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1047149.750000 Penalty: 4470.803711
	Iteration 53Q: 3 clusters Score -1047150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1047152.312500 Penalty: 4470.803711
	Iteration 54Q: 3 clusters Score -1047152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1047154.062500 Penalty: 4470.803711
	Iteration 55Q: 3 clusters Score -1047154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1047155.812500 Penalty: 4470.803711
	Iteration 56Q: 3 clusters Score -1047156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1047155.312500 Penalty: 4470.803711
	Iteration 57Q: 3 clusters Score -1047155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1047156.562500 Penalty: 4470.803711
	Iteration 58Q: 3 clusters Score -1047157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1047157.125000 Penalty: 4470.803711
	Iteration 59Q: 3 clusters Score -1047157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1047157.125000 Penalty: 4470.803711
	Iteration 60F: 3 clusters Score -1047157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (158249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Entering Unmasked Estep 
Score: -19941264.000000 Penalty: 2969.037354
	Iteration 0F: 2 clusters Score -1.994126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -19836884.000000 Penalty: 5938.074707
	Iteration 0F: 3 clusters Score -1.983688e+07 nChanged 75381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -19880210.000000 Penalty: 5938.074707
	Iteration 1F: 3 clusters Score -1.988021e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -19880932.000000 Penalty: 5938.074707
	Iteration 2Q: 3 clusters Score -1.988093e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -19881924.000000 Penalty: 5938.074707
	Iteration 3Q: 3 clusters Score -1.988192e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -19883522.000000 Penalty: 5938.074707
	Iteration 4Q: 3 clusters Score -1.988352e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -19886798.000000 Penalty: 5938.074707
	Iteration 5Q: 3 clusters Score -1.98868e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -19893442.000000 Penalty: 5938.074707
	Iteration 6F: 3 clusters Score -1.989344e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 124654 members 
Entering Unmasked Estep 
Score: -19905064.000000 Penalty: 5938.074707
	Iteration 7F: 3 clusters Score -1.990506e+07 nChanged 15585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 140239 members 
Entering Unmasked Estep 
Score: -19920896.000000 Penalty: 5938.074707
	Iteration 8F: 3 clusters Score -1.99209e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -19932968.000000 Penalty: 5938.074707
	Iteration 9F: 3 clusters Score -1.993297e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -19937368.000000 Penalty: 5938.074707
	Iteration 10Q: 3 clusters Score -1.993737e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -19938222.000000 Penalty: 5938.074707
	Iteration 11Q: 3 clusters Score -1.993822e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -19938438.000000 Penalty: 5938.074707
	Iteration 12Q: 3 clusters Score -1.993844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -19938546.000000 Penalty: 5938.074707
	Iteration 13Q: 3 clusters Score -1.993855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 158113 members 
Entering Unmasked Estep 
Score: -19938578.000000 Penalty: 5938.074707
	Iteration 14Q: 3 clusters Score -1.993858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -19938560.000000 Penalty: 5938.074707
	Iteration 15Q: 3 clusters Score -1.993856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 158113 members 
Entering Unmasked Estep 
Score: -19938568.000000 Penalty: 5938.074707
	Iteration 16Q: 3 clusters Score -1.993857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -19938566.000000 Penalty: 5938.074707
	Iteration 17Q: 3 clusters Score -1.993857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -19938564.000000 Penalty: 5938.074707
	Iteration 18Q: 3 clusters Score -1.993856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -19938572.000000 Penalty: 5938.074707
	Iteration 19Q: 3 clusters Score -1.993857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -19938574.000000 Penalty: 5938.074707
	Iteration 20F: 3 clusters Score -1.993857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -19938582.000000 Penalty: 5938.074707
	Iteration 21Q: 3 clusters Score -1.993858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -19938584.000000 Penalty: 5938.074707
	Iteration 22Q: 3 clusters Score -1.993858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -19938584.000000 Penalty: 5938.074707
	Iteration 23F: 3 clusters Score -1.993858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -1736960.125000 Penalty: 2360.475342
	Iteration 0F: 2 clusters Score -1736960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1727072.875000 Penalty: 4720.950684
	Iteration 0F: 3 clusters Score -1727073 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1730075.875000 Penalty: 4720.950684
	Iteration 1F: 3 clusters Score -1730076 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1730418.750000 Penalty: 4720.950684
	Iteration 2F: 3 clusters Score -1730419 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1730696.000000 Penalty: 4720.950684
	Iteration 3Q: 3 clusters Score -1730696 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1730954.000000 Penalty: 4720.950684
	Iteration 4Q: 3 clusters Score -1730954 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1731182.250000 Penalty: 4720.950684
	Iteration 5Q: 3 clusters Score -1731182 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1731413.875000 Penalty: 4720.950684
	Iteration 6Q: 3 clusters Score -1731414 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1731677.375000 Penalty: 4720.950684
	Iteration 7Q: 3 clusters Score -1731677 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1732022.875000 Penalty: 4720.950684
	Iteration 8Q: 3 clusters Score -1732023 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1732465.250000 Penalty: 4720.950684
	Iteration 9Q: 3 clusters Score -1732465 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1732989.625000 Penalty: 4720.950684
	Iteration 10F: 3 clusters Score -1732990 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1733471.250000 Penalty: 4720.950684
	Iteration 11Q: 3 clusters Score -1733471 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1733867.625000 Penalty: 4720.950684
	Iteration 12Q: 3 clusters Score -1733868 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1734155.875000 Penalty: 4720.950684
	Iteration 13Q: 3 clusters Score -1734156 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1734368.250000 Penalty: 4720.950684
	Iteration 14Q: 3 clusters Score -1734368 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1734498.125000 Penalty: 4720.950684
	Iteration 15Q: 3 clusters Score -1734498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1734594.625000 Penalty: 4720.950684
	Iteration 16Q: 3 clusters Score -1734595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1734673.750000 Penalty: 4720.950684
	Iteration 17Q: 3 clusters Score -1734674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1734721.625000 Penalty: 4720.950684
	Iteration 18Q: 3 clusters Score -1734722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1734764.500000 Penalty: 4720.950684
	Iteration 19Q: 3 clusters Score -1734764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1734797.000000 Penalty: 4720.950684
	Iteration 20F: 3 clusters Score -1734797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1734823.125000 Penalty: 4720.950684
	Iteration 21Q: 3 clusters Score -1734823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1734840.875000 Penalty: 4720.950684
	Iteration 22Q: 3 clusters Score -1734841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1734851.625000 Penalty: 4720.950684
	Iteration 23Q: 3 clusters Score -1734852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1734858.375000 Penalty: 4720.950684
	Iteration 24Q: 3 clusters Score -1734858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1734861.125000 Penalty: 4720.950684
	Iteration 25Q: 3 clusters Score -1734861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1734865.000000 Penalty: 4720.950684
	Iteration 26Q: 3 clusters Score -1734865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1734871.125000 Penalty: 4720.950684
	Iteration 27Q: 3 clusters Score -1734871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1734873.625000 Penalty: 4720.950684
	Iteration 28Q: 3 clusters Score -1734874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1734884.250000 Penalty: 4720.950684
	Iteration 29Q: 3 clusters Score -1734884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1734887.250000 Penalty: 4720.950684
	Iteration 30Q: 3 clusters Score -1734887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1734888.750000 Penalty: 4720.950684
	Iteration 31Q: 3 clusters Score -1734889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1734889.375000 Penalty: 4720.950684
	Iteration 32Q: 3 clusters Score -1734889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1734889.375000 Penalty: 4720.950684
	Iteration 33F: 3 clusters Score -1734889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -207251.531250 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -207251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -204846.765625 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -204846.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -205403.500000 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -205403.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205592.203125 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -205592.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205688.343750 Penalty: 3706.642334
	Iteration 3F: 3 clusters Score -205688.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -205769.796875 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -205769.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -205864.781250 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -205864.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -205944.406250 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -205944.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -206012.171875 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -206012.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -206086.640625 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -206086.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206159.343750 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -206159.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -206228.578125 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -206228.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -206283.328125 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -206283.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -206359.656250 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -206359.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -206433.093750 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -206433.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -206463.250000 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -206463.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -206493.140625 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -206493.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -206514.312500 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -206514.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206527.921875 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -206527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -206538.078125 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -206538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -206542.718750 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -206542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -206570.187500 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -206570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -206608.093750 Penalty: 3706.642334
	Iteration 21Q: 3 clusters Score -206608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -206611.781250 Penalty: 3706.642334
	Iteration 22Q: 3 clusters Score -206611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -206618.359375 Penalty: 3706.642334
	Iteration 23Q: 3 clusters Score -206618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -206624.453125 Penalty: 3706.642334
	Iteration 24Q: 3 clusters Score -206624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -206629.453125 Penalty: 3706.642334
	Iteration 25Q: 3 clusters Score -206629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -206632.187500 Penalty: 3706.642334
	Iteration 26Q: 3 clusters Score -206632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -206637.437500 Penalty: 3706.642334
	Iteration 27Q: 3 clusters Score -206637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -206639.015625 Penalty: 3706.642334
	Iteration 28Q: 3 clusters Score -206639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -206639.015625 Penalty: 3706.642334
	Iteration 29F: 3 clusters Score -206639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29511.726562 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29511.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29743.537109 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29743.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29933.970703 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -29933.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30061.263672 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -30061.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30093.082031 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -30093.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30094.068359 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -30094.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30094.068359 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -30094.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -1389844.125000 Penalty: 2318.631348
	Iteration 0F: 2 clusters Score -1389844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1381187.375000 Penalty: 4637.262695
	Iteration 0F: 3 clusters Score -1381187 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1383662.750000 Penalty: 4637.262695
	Iteration 1F: 3 clusters Score -1383663 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1383936.250000 Penalty: 4637.262695
	Iteration 2F: 3 clusters Score -1383936 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1384152.250000 Penalty: 4637.262695
	Iteration 3Q: 3 clusters Score -1384152 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1384303.625000 Penalty: 4637.262695
	Iteration 4Q: 3 clusters Score -1384304 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1384413.750000 Penalty: 4637.262695
	Iteration 5Q: 3 clusters Score -1384414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1384497.375000 Penalty: 4637.262695
	Iteration 6Q: 3 clusters Score -1384497 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1384563.250000 Penalty: 4637.262695
	Iteration 7Q: 3 clusters Score -1384563 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1384618.500000 Penalty: 4637.262695
	Iteration 8Q: 3 clusters Score -1384618 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1384688.625000 Penalty: 4637.262695
	Iteration 9Q: 3 clusters Score -1384689 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1384762.500000 Penalty: 4637.262695
	Iteration 10Q: 3 clusters Score -1384762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1384862.250000 Penalty: 4637.262695
	Iteration 11Q: 3 clusters Score -1384862 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1384962.875000 Penalty: 4637.262695
	Iteration 12Q: 3 clusters Score -1384963 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1385077.250000 Penalty: 4637.262695
	Iteration 13Q: 3 clusters Score -1385077 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1385234.750000 Penalty: 4637.262695
	Iteration 14Q: 3 clusters Score -1385235 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1385446.875000 Penalty: 4637.262695
	Iteration 15Q: 3 clusters Score -1385447 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1385701.000000 Penalty: 4637.262695
	Iteration 16Q: 3 clusters Score -1385701 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1386003.125000 Penalty: 4637.262695
	Iteration 17Q: 3 clusters Score -1386003 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1386347.500000 Penalty: 4637.262695
	Iteration 18Q: 3 clusters Score -1386348 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1386722.875000 Penalty: 4637.262695
	Iteration 19Q: 3 clusters Score -1386723 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1387044.375000 Penalty: 4637.262695
	Iteration 20F: 3 clusters Score -1387044 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1387283.875000 Penalty: 4637.262695
	Iteration 21Q: 3 clusters Score -1387284 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1387455.625000 Penalty: 4637.262695
	Iteration 22Q: 3 clusters Score -1387456 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1387572.500000 Penalty: 4637.262695
	Iteration 23Q: 3 clusters Score -1387572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1387641.125000 Penalty: 4637.262695
	Iteration 24Q: 3 clusters Score -1387641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1387681.875000 Penalty: 4637.262695
	Iteration 25Q: 3 clusters Score -1387682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1387710.250000 Penalty: 4637.262695
	Iteration 26Q: 3 clusters Score -1387710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1387727.250000 Penalty: 4637.262695
	Iteration 27Q: 3 clusters Score -1387727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1387740.000000 Penalty: 4637.262695
	Iteration 28Q: 3 clusters Score -1387740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1387755.500000 Penalty: 4637.262695
	Iteration 29Q: 3 clusters Score -1387756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1387774.125000 Penalty: 4637.262695
	Iteration 30Q: 3 clusters Score -1387774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1387792.625000 Penalty: 4637.262695
	Iteration 31Q: 3 clusters Score -1387793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1387798.750000 Penalty: 4637.262695
	Iteration 32Q: 3 clusters Score -1387799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1387800.875000 Penalty: 4637.262695
	Iteration 33Q: 3 clusters Score -1387801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1387809.375000 Penalty: 4637.262695
	Iteration 34Q: 3 clusters Score -1387809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1387814.750000 Penalty: 4637.262695
	Iteration 35Q: 3 clusters Score -1387815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1387821.375000 Penalty: 4637.262695
	Iteration 36Q: 3 clusters Score -1387821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1387821.500000 Penalty: 4637.262695
	Iteration 37Q: 3 clusters Score -1387822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1387828.250000 Penalty: 4637.262695
	Iteration 38Q: 3 clusters Score -1387828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1387827.250000 Penalty: 4637.262695
	Iteration 39Q: 3 clusters Score -1387827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1387827.250000 Penalty: 4637.262695
	Iteration 40F: 3 clusters Score -1387827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 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 311 members 
Entering Unmasked Estep 
Score: -63325.738281 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63325.74 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63544.625000 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63544.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63657.703125 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63657.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63760.851562 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -63760.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63831.511719 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63831.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63898.894531 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63898.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63944.460938 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63944.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63971.421875 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -63971.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64004.039062 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -64004.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64037.675781 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -64037.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64072.191406 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -64072.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64087.011719 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -64087.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64094.371094 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -64094.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64094.371094 Penalty: 3171.221191
	Iteration 13F: 3 clusters Score -64094.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (146343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Entering Unmasked Estep 
Score: -18392582.000000 Penalty: 2949.639648
	Iteration 0F: 2 clusters Score -1.839258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -18294920.000000 Penalty: 5899.279297
	Iteration 0F: 3 clusters Score -1.829492e+07 nChanged 69648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -18336530.000000 Penalty: 5899.279297
	Iteration 1F: 3 clusters Score -1.833653e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -18338436.000000 Penalty: 5899.279297
	Iteration 2Q: 3 clusters Score -1.833844e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -18341282.000000 Penalty: 5899.279297
	Iteration 3Q: 3 clusters Score -1.834128e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -18345552.000000 Penalty: 5899.279297
	Iteration 4F: 3 clusters Score -1.834555e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -18352294.000000 Penalty: 5899.279297
	Iteration 5F: 3 clusters Score -1.835229e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101218 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -18361064.000000 Penalty: 5899.279297
	Iteration 6F: 3 clusters Score -1.836106e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -18369968.000000 Penalty: 5899.279297
	Iteration 7F: 3 clusters Score -1.836997e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110825 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -18376382.000000 Penalty: 5899.279297
	Iteration 8F: 3 clusters Score -1.837638e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -18380242.000000 Penalty: 5899.279297
	Iteration 9Q: 3 clusters Score -1.838024e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -18382336.000000 Penalty: 5899.279297
	Iteration 10Q: 3 clusters Score -1.838234e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -18383640.000000 Penalty: 5899.279297
	Iteration 11Q: 3 clusters Score -1.838364e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117693 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -18384482.000000 Penalty: 5899.279297
	Iteration 12Q: 3 clusters Score -1.838448e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118810 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -18385224.000000 Penalty: 5899.279297
	Iteration 13Q: 3 clusters Score -1.838522e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -18385774.000000 Penalty: 5899.279297
	Iteration 14Q: 3 clusters Score -1.838577e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -18386158.000000 Penalty: 5899.279297
	Iteration 15Q: 3 clusters Score -1.838616e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -18386504.000000 Penalty: 5899.279297
	Iteration 16Q: 3 clusters Score -1.83865e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -18386752.000000 Penalty: 5899.279297
	Iteration 17Q: 3 clusters Score -1.838675e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123462 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -18386994.000000 Penalty: 5899.279297
	Iteration 18Q: 3 clusters Score -1.838699e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -18387262.000000 Penalty: 5899.279297
	Iteration 19Q: 3 clusters Score -1.838726e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -18387526.000000 Penalty: 5899.279297
	Iteration 20F: 3 clusters Score -1.838753e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -18387726.000000 Penalty: 5899.279297
	Iteration 21Q: 3 clusters Score -1.838773e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -18387858.000000 Penalty: 5899.279297
	Iteration 22Q: 3 clusters Score -1.838786e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127549 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -18388104.000000 Penalty: 5899.279297
	Iteration 23Q: 3 clusters Score -1.83881e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -18388232.000000 Penalty: 5899.279297
	Iteration 24Q: 3 clusters Score -1.838823e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -18388382.000000 Penalty: 5899.279297
	Iteration 25Q: 3 clusters Score -1.838838e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -18388534.000000 Penalty: 5899.279297
	Iteration 26Q: 3 clusters Score -1.838853e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -18388666.000000 Penalty: 5899.279297
	Iteration 27Q: 3 clusters Score -1.838867e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -18388848.000000 Penalty: 5899.279297
	Iteration 28Q: 3 clusters Score -1.838885e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131485 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -18389022.000000 Penalty: 5899.279297
	Iteration 29Q: 3 clusters Score -1.838902e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131995 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -18389114.000000 Penalty: 5899.279297
	Iteration 30Q: 3 clusters Score -1.838911e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132468 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -18389172.000000 Penalty: 5899.279297
	Iteration 31Q: 3 clusters Score -1.838917e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132877 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -18389256.000000 Penalty: 5899.279297
	Iteration 32Q: 3 clusters Score -1.838926e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133281 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -18389320.000000 Penalty: 5899.279297
	Iteration 33Q: 3 clusters Score -1.838932e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133608 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -18389342.000000 Penalty: 5899.279297
	Iteration 34Q: 3 clusters Score -1.838934e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133920 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -18389386.000000 Penalty: 5899.279297
	Iteration 35Q: 3 clusters Score -1.838939e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134233 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -18389424.000000 Penalty: 5899.279297
	Iteration 36Q: 3 clusters Score -1.838942e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -18389510.000000 Penalty: 5899.279297
	Iteration 37Q: 3 clusters Score -1.838951e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -18389556.000000 Penalty: 5899.279297
	Iteration 38Q: 3 clusters Score -1.838956e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135143 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -18389638.000000 Penalty: 5899.279297
	Iteration 39Q: 3 clusters Score -1.838964e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135421 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -18389674.000000 Penalty: 5899.279297
	Iteration 40F: 3 clusters Score -1.838967e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135689 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -18389722.000000 Penalty: 5899.279297
	Iteration 41Q: 3 clusters Score -1.838972e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -18389764.000000 Penalty: 5899.279297
	Iteration 42Q: 3 clusters Score -1.838976e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -18389782.000000 Penalty: 5899.279297
	Iteration 43Q: 3 clusters Score -1.838978e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -18389810.000000 Penalty: 5899.279297
	Iteration 44Q: 3 clusters Score -1.838981e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -18389810.000000 Penalty: 5899.279297
	Iteration 45Q: 3 clusters Score -1.838981e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -18389826.000000 Penalty: 5899.279297
	Iteration 46Q: 3 clusters Score -1.838983e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136969 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -18389858.000000 Penalty: 5899.279297
	Iteration 47Q: 3 clusters Score -1.838986e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -18389888.000000 Penalty: 5899.279297
	Iteration 48Q: 3 clusters Score -1.838989e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137340 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -18389902.000000 Penalty: 5899.279297
	Iteration 49Q: 3 clusters Score -1.83899e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -18389988.000000 Penalty: 5899.279297
	Iteration 50Q: 3 clusters Score -1.838999e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137747 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -18389958.000000 Penalty: 5899.279297
	Iteration 51Q: 3 clusters Score -1.838996e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137927 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -18389996.000000 Penalty: 5899.279297
	Iteration 52Q: 3 clusters Score -1.839e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -18390002.000000 Penalty: 5899.279297
	Iteration 53Q: 3 clusters Score -1.839e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -18390004.000000 Penalty: 5899.279297
	Iteration 54Q: 3 clusters Score -1.839e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138376 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -18390006.000000 Penalty: 5899.279297
	Iteration 55Q: 3 clusters Score -1.839001e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138488 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -18390056.000000 Penalty: 5899.279297
	Iteration 56Q: 3 clusters Score -1.839006e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -18390066.000000 Penalty: 5899.279297
	Iteration 57Q: 3 clusters Score -1.839007e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -18390104.000000 Penalty: 5899.279297
	Iteration 58Q: 3 clusters Score -1.83901e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -18390128.000000 Penalty: 5899.279297
	Iteration 59Q: 3 clusters Score -1.839013e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -18390184.000000 Penalty: 5899.279297
	Iteration 60F: 3 clusters Score -1.839018e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138948 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -18390204.000000 Penalty: 5899.279297
	Iteration 61Q: 3 clusters Score -1.83902e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -18390220.000000 Penalty: 5899.279297
	Iteration 62Q: 3 clusters Score -1.839022e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -18390228.000000 Penalty: 5899.279297
	Iteration 63Q: 3 clusters Score -1.839023e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -18390266.000000 Penalty: 5899.279297
	Iteration 64Q: 3 clusters Score -1.839027e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -18390278.000000 Penalty: 5899.279297
	Iteration 65Q: 3 clusters Score -1.839028e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -18390276.000000 Penalty: 5899.279297
	Iteration 66Q: 3 clusters Score -1.839028e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139508 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -18390292.000000 Penalty: 5899.279297
	Iteration 67Q: 3 clusters Score -1.839029e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -18390312.000000 Penalty: 5899.279297
	Iteration 68Q: 3 clusters Score -1.839031e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -18390344.000000 Penalty: 5899.279297
	Iteration 69Q: 3 clusters Score -1.839034e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -18390350.000000 Penalty: 5899.279297
	Iteration 70Q: 3 clusters Score -1.839035e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -18390368.000000 Penalty: 5899.279297
	Iteration 71Q: 3 clusters Score -1.839037e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139871 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -18390372.000000 Penalty: 5899.279297
	Iteration 72Q: 3 clusters Score -1.839037e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139928 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -18390392.000000 Penalty: 5899.279297
	Iteration 73Q: 3 clusters Score -1.839039e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -18390366.000000 Penalty: 5899.279297
	Iteration 74Q: 3 clusters Score -1.839037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -18390384.000000 Penalty: 5899.279297
	Iteration 75Q: 3 clusters Score -1.839038e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140092 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -18390402.000000 Penalty: 5899.279297
	Iteration 76Q: 3 clusters Score -1.83904e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -18390428.000000 Penalty: 5899.279297
	Iteration 77Q: 3 clusters Score -1.839043e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -18390426.000000 Penalty: 5899.279297
	Iteration 78Q: 3 clusters Score -1.839043e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -18390446.000000 Penalty: 5899.279297
	Iteration 79Q: 3 clusters Score -1.839045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140340 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -18390464.000000 Penalty: 5899.279297
	Iteration 80F: 3 clusters Score -1.839046e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140399 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -18390478.000000 Penalty: 5899.279297
	Iteration 81Q: 3 clusters Score -1.839048e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -18390468.000000 Penalty: 5899.279297
	Iteration 82Q: 3 clusters Score -1.839047e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -18390466.000000 Penalty: 5899.279297
	Iteration 83Q: 3 clusters Score -1.839047e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140604 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -18390530.000000 Penalty: 5899.279297
	Iteration 84Q: 3 clusters Score -1.839053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -18390504.000000 Penalty: 5899.279297
	Iteration 85Q: 3 clusters Score -1.83905e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140721 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -18390520.000000 Penalty: 5899.279297
	Iteration 86Q: 3 clusters Score -1.839052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140761 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -18390536.000000 Penalty: 5899.279297
	Iteration 87Q: 3 clusters Score -1.839054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -18390540.000000 Penalty: 5899.279297
	Iteration 88Q: 3 clusters Score -1.839054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140828 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -18390538.000000 Penalty: 5899.279297
	Iteration 89Q: 3 clusters Score -1.839054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140869 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -18390534.000000 Penalty: 5899.279297
	Iteration 90Q: 3 clusters Score -1.839053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -18390530.000000 Penalty: 5899.279297
	Iteration 91Q: 3 clusters Score -1.839053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -18390532.000000 Penalty: 5899.279297
	Iteration 92Q: 3 clusters Score -1.839053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -18390536.000000 Penalty: 5899.279297
	Iteration 93Q: 3 clusters Score -1.839054e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -18390520.000000 Penalty: 5899.279297
	Iteration 94Q: 3 clusters Score -1.839052e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141050 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -18390524.000000 Penalty: 5899.279297
	Iteration 95Q: 3 clusters Score -1.839052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -18390526.000000 Penalty: 5899.279297
	Iteration 96Q: 3 clusters Score -1.839053e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -18390548.000000 Penalty: 5899.279297
	Iteration 97Q: 3 clusters Score -1.839055e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141167 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -18390536.000000 Penalty: 5899.279297
	Iteration 98Q: 3 clusters Score -1.839054e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -18390530.000000 Penalty: 5899.279297
	Iteration 99Q: 3 clusters Score -1.839053e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141264 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -18390546.000000 Penalty: 5899.279297
	Iteration 100F: 3 clusters Score -1.839055e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141309 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -18390560.000000 Penalty: 5899.279297
	Iteration 101Q: 3 clusters Score -1.839056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141343 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -18390564.000000 Penalty: 5899.279297
	Iteration 102Q: 3 clusters Score -1.839056e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141384 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -18390580.000000 Penalty: 5899.279297
	Iteration 103Q: 3 clusters Score -1.839058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -18390558.000000 Penalty: 5899.279297
	Iteration 104Q: 3 clusters Score -1.839056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141449 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -18390566.000000 Penalty: 5899.279297
	Iteration 105Q: 3 clusters Score -1.839057e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141490 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -18390582.000000 Penalty: 5899.279297
	Iteration 106Q: 3 clusters Score -1.839058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -18390582.000000 Penalty: 5899.279297
	Iteration 107Q: 3 clusters Score -1.839058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -18390586.000000 Penalty: 5899.279297
	Iteration 108Q: 3 clusters Score -1.839059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -18390592.000000 Penalty: 5899.279297
	Iteration 109Q: 3 clusters Score -1.839059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -18390572.000000 Penalty: 5899.279297
	Iteration 110Q: 3 clusters Score -1.839057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -18390590.000000 Penalty: 5899.279297
	Iteration 111Q: 3 clusters Score -1.839059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -18390578.000000 Penalty: 5899.279297
	Iteration 112Q: 3 clusters Score -1.839058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141669 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -18390592.000000 Penalty: 5899.279297
	Iteration 113Q: 3 clusters Score -1.839059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -18390588.000000 Penalty: 5899.279297
	Iteration 114Q: 3 clusters Score -1.839059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -18390606.000000 Penalty: 5899.279297
	Iteration 115Q: 3 clusters Score -1.839061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -18390606.000000 Penalty: 5899.279297
	Iteration 116Q: 3 clusters Score -1.839061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141744 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -18390610.000000 Penalty: 5899.279297
	Iteration 117Q: 3 clusters Score -1.839061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -18390608.000000 Penalty: 5899.279297
	Iteration 118Q: 3 clusters Score -1.839061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -18390616.000000 Penalty: 5899.279297
	Iteration 119Q: 3 clusters Score -1.839062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -18390620.000000 Penalty: 5899.279297
	Iteration 120F: 3 clusters Score -1.839062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141795 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -18390626.000000 Penalty: 5899.279297
	Iteration 121Q: 3 clusters Score -1.839063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -18390620.000000 Penalty: 5899.279297
	Iteration 122Q: 3 clusters Score -1.839062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141810 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -18390604.000000 Penalty: 5899.279297
	Iteration 123Q: 3 clusters Score -1.83906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141814 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -18390622.000000 Penalty: 5899.279297
	Iteration 124Q: 3 clusters Score -1.839062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18390632.000000 Penalty: 5899.279297
	Iteration 125Q: 3 clusters Score -1.839063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -18390632.000000 Penalty: 5899.279297
	Iteration 126Q: 3 clusters Score -1.839063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -18390636.000000 Penalty: 5899.279297
	Iteration 127Q: 3 clusters Score -1.839064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -18390648.000000 Penalty: 5899.279297
	Iteration 128Q: 3 clusters Score -1.839065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -18390644.000000 Penalty: 5899.279297
	Iteration 129Q: 3 clusters Score -1.839064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -18390638.000000 Penalty: 5899.279297
	Iteration 130Q: 3 clusters Score -1.839064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -18390646.000000 Penalty: 5899.279297
	Iteration 131Q: 3 clusters Score -1.839065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -18390648.000000 Penalty: 5899.279297
	Iteration 132Q: 3 clusters Score -1.839065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141845 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -18390652.000000 Penalty: 5899.279297
	Iteration 133Q: 3 clusters Score -1.839065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -18390658.000000 Penalty: 5899.279297
	Iteration 134Q: 3 clusters Score -1.839066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -18390642.000000 Penalty: 5899.279297
	Iteration 135Q: 3 clusters Score -1.839064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -18390642.000000 Penalty: 5899.279297
	Iteration 136Q: 3 clusters Score -1.839064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141885 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -18390642.000000 Penalty: 5899.279297
	Iteration 137Q: 3 clusters Score -1.839064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141894 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -18390628.000000 Penalty: 5899.279297
	Iteration 138Q: 3 clusters Score -1.839063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -18390650.000000 Penalty: 5899.279297
	Iteration 139Q: 3 clusters Score -1.839065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -18390656.000000 Penalty: 5899.279297
	Iteration 140F: 3 clusters Score -1.839066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -18390644.000000 Penalty: 5899.279297
	Iteration 141Q: 3 clusters Score -1.839064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141930 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -18390654.000000 Penalty: 5899.279297
	Iteration 142Q: 3 clusters Score -1.839065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141942 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -18390648.000000 Penalty: 5899.279297
	Iteration 143Q: 3 clusters Score -1.839065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -18390644.000000 Penalty: 5899.279297
	Iteration 144Q: 3 clusters Score -1.839064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -18390644.000000 Penalty: 5899.279297
	Iteration 145Q: 3 clusters Score -1.839064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -18390648.000000 Penalty: 5899.279297
	Iteration 146Q: 3 clusters Score -1.839065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141999 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -18390660.000000 Penalty: 5899.279297
	Iteration 147Q: 3 clusters Score -1.839066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -18390678.000000 Penalty: 5899.279297
	Iteration 148Q: 3 clusters Score -1.839068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142023 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -18390672.000000 Penalty: 5899.279297
	Iteration 149Q: 3 clusters Score -1.839067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -18390664.000000 Penalty: 5899.279297
	Iteration 150Q: 3 clusters Score -1.839066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -18390666.000000 Penalty: 5899.279297
	Iteration 151Q: 3 clusters Score -1.839067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142057 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -18390646.000000 Penalty: 5899.279297
	Iteration 152Q: 3 clusters Score -1.839065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142081 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -18390652.000000 Penalty: 5899.279297
	Iteration 153Q: 3 clusters Score -1.839065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -18390648.000000 Penalty: 5899.279297
	Iteration 154Q: 3 clusters Score -1.839065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142119 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -18390664.000000 Penalty: 5899.279297
	Iteration 155Q: 3 clusters Score -1.839066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142139 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -18390666.000000 Penalty: 5899.279297
	Iteration 156Q: 3 clusters Score -1.839067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142166 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -18390690.000000 Penalty: 5899.279297
	Iteration 157Q: 3 clusters Score -1.839069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142191 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -18390668.000000 Penalty: 5899.279297
	Iteration 158Q: 3 clusters Score -1.839067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -18390664.000000 Penalty: 5899.279297
	Iteration 159Q: 3 clusters Score -1.839066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142238 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -18390680.000000 Penalty: 5899.279297
	Iteration 160F: 3 clusters Score -1.839068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -18390694.000000 Penalty: 5899.279297
	Iteration 161Q: 3 clusters Score -1.839069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142277 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -18390684.000000 Penalty: 5899.279297
	Iteration 162Q: 3 clusters Score -1.839068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -18390704.000000 Penalty: 5899.279297
	Iteration 163Q: 3 clusters Score -1.83907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142309 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -18390716.000000 Penalty: 5899.279297
	Iteration 164Q: 3 clusters Score -1.839072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -18390740.000000 Penalty: 5899.279297
	Iteration 165Q: 3 clusters Score -1.839074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -18390730.000000 Penalty: 5899.279297
	Iteration 166Q: 3 clusters Score -1.839073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -18390744.000000 Penalty: 5899.279297
	Iteration 167Q: 3 clusters Score -1.839074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142395 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -18390748.000000 Penalty: 5899.279297
	Iteration 168Q: 3 clusters Score -1.839075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142415 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -18390750.000000 Penalty: 5899.279297
	Iteration 169Q: 3 clusters Score -1.839075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -18390748.000000 Penalty: 5899.279297
	Iteration 170Q: 3 clusters Score -1.839075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142451 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -18390766.000000 Penalty: 5899.279297
	Iteration 171Q: 3 clusters Score -1.839077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -18390764.000000 Penalty: 5899.279297
	Iteration 172Q: 3 clusters Score -1.839076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142490 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -18390754.000000 Penalty: 5899.279297
	Iteration 173Q: 3 clusters Score -1.839075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142511 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -18390758.000000 Penalty: 5899.279297
	Iteration 174Q: 3 clusters Score -1.839076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142533 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18390760.000000 Penalty: 5899.279297
	Iteration 175Q: 3 clusters Score -1.839076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142549 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -18390750.000000 Penalty: 5899.279297
	Iteration 176Q: 3 clusters Score -1.839075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -18390770.000000 Penalty: 5899.279297
	Iteration 177Q: 3 clusters Score -1.839077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142582 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -18390772.000000 Penalty: 5899.279297
	Iteration 178Q: 3 clusters Score -1.839077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -18390750.000000 Penalty: 5899.279297
	Iteration 179Q: 3 clusters Score -1.839075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142606 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -18390762.000000 Penalty: 5899.279297
	Iteration 180F: 3 clusters Score -1.839076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -18390756.000000 Penalty: 5899.279297
	Iteration 181Q: 3 clusters Score -1.839076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -18390754.000000 Penalty: 5899.279297
	Iteration 182Q: 3 clusters Score -1.839075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -18390748.000000 Penalty: 5899.279297
	Iteration 183Q: 3 clusters Score -1.839075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -18390756.000000 Penalty: 5899.279297
	Iteration 184Q: 3 clusters Score -1.839076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -18390774.000000 Penalty: 5899.279297
	Iteration 185Q: 3 clusters Score -1.839077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142662 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -18390764.000000 Penalty: 5899.279297
	Iteration 186Q: 3 clusters Score -1.839076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -18390764.000000 Penalty: 5899.279297
	Iteration 187Q: 3 clusters Score -1.839076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142678 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -18390742.000000 Penalty: 5899.279297
	Iteration 188Q: 3 clusters Score -1.839074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142688 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -18390762.000000 Penalty: 5899.279297
	Iteration 189Q: 3 clusters Score -1.839076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -18390760.000000 Penalty: 5899.279297
	Iteration 190Q: 3 clusters Score -1.839076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -18390752.000000 Penalty: 5899.279297
	Iteration 191Q: 3 clusters Score -1.839075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -18390758.000000 Penalty: 5899.279297
	Iteration 192Q: 3 clusters Score -1.839076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -18390768.000000 Penalty: 5899.279297
	Iteration 193Q: 3 clusters Score -1.839077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -18390770.000000 Penalty: 5899.279297
	Iteration 194Q: 3 clusters Score -1.839077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -18390784.000000 Penalty: 5899.279297
	Iteration 195Q: 3 clusters Score -1.839078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -18390792.000000 Penalty: 5899.279297
	Iteration 196Q: 3 clusters Score -1.839079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142728 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -18390794.000000 Penalty: 5899.279297
	Iteration 197Q: 3 clusters Score -1.839079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18390784.000000 Penalty: 5899.279297
	Iteration 198Q: 3 clusters Score -1.839078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -18390790.000000 Penalty: 5899.279297
	Iteration 199Q: 3 clusters Score -1.839079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142727 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -18390782.000000 Penalty: 5899.279297
	Iteration 200F: 3 clusters Score -1.839078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142728 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -18390780.000000 Penalty: 5899.279297
	Iteration 201Q: 3 clusters Score -1.839078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142728 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -18390776.000000 Penalty: 5899.279297
	Iteration 202Q: 3 clusters Score -1.839078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -18390770.000000 Penalty: 5899.279297
	Iteration 203Q: 3 clusters Score -1.839077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142732 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -18390756.000000 Penalty: 5899.279297
	Iteration 204Q: 3 clusters Score -1.839076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -18390768.000000 Penalty: 5899.279297
	Iteration 205Q: 3 clusters Score -1.839077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142739 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -18390772.000000 Penalty: 5899.279297
	Iteration 206Q: 3 clusters Score -1.839077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -18390780.000000 Penalty: 5899.279297
	Iteration 207Q: 3 clusters Score -1.839078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -18390774.000000 Penalty: 5899.279297
	Iteration 208Q: 3 clusters Score -1.839077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -18390780.000000 Penalty: 5899.279297
	Iteration 209Q: 3 clusters Score -1.839078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142762 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -18390772.000000 Penalty: 5899.279297
	Iteration 210Q: 3 clusters Score -1.839077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -18390782.000000 Penalty: 5899.279297
	Iteration 211Q: 3 clusters Score -1.839078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -18390764.000000 Penalty: 5899.279297
	Iteration 212Q: 3 clusters Score -1.839076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -18390764.000000 Penalty: 5899.279297
	Iteration 213F: 3 clusters Score -1.839076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Entering Unmasked Estep 
Score: -10060397.000000 Penalty: 2799.968262
	Iteration 0F: 2 clusters Score -1.00604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -10006777.000000 Penalty: 5599.936523
	Iteration 0F: 3 clusters Score -1.000678e+07 nChanged 37604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -10027929.000000 Penalty: 5599.936523
	Iteration 1F: 3 clusters Score -1.002793e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -10028467.000000 Penalty: 5599.936523
	Iteration 2Q: 3 clusters Score -1.002847e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -10028886.000000 Penalty: 5599.936523
	Iteration 3Q: 3 clusters Score -1.002889e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -10029492.000000 Penalty: 5599.936523
	Iteration 4Q: 3 clusters Score -1.002949e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -10030337.000000 Penalty: 5599.936523
	Iteration 5Q: 3 clusters Score -1.003034e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -10031863.000000 Penalty: 5599.936523
	Iteration 6Q: 3 clusters Score -1.003186e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -10034455.000000 Penalty: 5599.936523
	Iteration 7F: 3 clusters Score -1.003446e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -10038760.000000 Penalty: 5599.936523
	Iteration 8F: 3 clusters Score -1.003876e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -10044740.000000 Penalty: 5599.936523
	Iteration 9F: 3 clusters Score -1.004474e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -10050493.000000 Penalty: 5599.936523
	Iteration 10F: 3 clusters Score -1.005049e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -10054469.000000 Penalty: 5599.936523
	Iteration 11Q: 3 clusters Score -1.005447e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10056484.000000 Penalty: 5599.936523
	Iteration 12Q: 3 clusters Score -1.005648e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10057306.000000 Penalty: 5599.936523
	Iteration 13Q: 3 clusters Score -1.005731e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10057653.000000 Penalty: 5599.936523
	Iteration 14Q: 3 clusters Score -1.005765e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10057828.000000 Penalty: 5599.936523
	Iteration 15Q: 3 clusters Score -1.005783e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10057920.000000 Penalty: 5599.936523
	Iteration 16Q: 3 clusters Score -1.005792e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10057978.000000 Penalty: 5599.936523
	Iteration 17Q: 3 clusters Score -1.005798e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10058018.000000 Penalty: 5599.936523
	Iteration 18Q: 3 clusters Score -1.005802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10058053.000000 Penalty: 5599.936523
	Iteration 19Q: 3 clusters Score -1.005805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10058078.000000 Penalty: 5599.936523
	Iteration 20F: 3 clusters Score -1.005808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10058071.000000 Penalty: 5599.936523
	Iteration 21Q: 3 clusters Score -1.005807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10058080.000000 Penalty: 5599.936523
	Iteration 22Q: 3 clusters Score -1.005808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10058088.000000 Penalty: 5599.936523
	Iteration 23Q: 3 clusters Score -1.005809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10058089.000000 Penalty: 5599.936523
	Iteration 24Q: 3 clusters Score -1.005809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10058084.000000 Penalty: 5599.936523
	Iteration 25Q: 3 clusters Score -1.005808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10058089.000000 Penalty: 5599.936523
	Iteration 26Q: 3 clusters Score -1.005809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10058089.000000 Penalty: 5599.936523
	Iteration 27Q: 3 clusters Score -1.005809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10058098.000000 Penalty: 5599.936523
	Iteration 28Q: 3 clusters Score -1.00581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10058092.000000 Penalty: 5599.936523
	Iteration 29Q: 3 clusters Score -1.005809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10058090.000000 Penalty: 5599.936523
	Iteration 30Q: 3 clusters Score -1.005809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10058090.000000 Penalty: 5599.936523
	Iteration 31Q: 3 clusters Score -1.005809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10058097.000000 Penalty: 5599.936523
	Iteration 32Q: 3 clusters Score -1.00581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10058088.000000 Penalty: 5599.936523
	Iteration 33Q: 3 clusters Score -1.005809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10058091.000000 Penalty: 5599.936523
	Iteration 34Q: 3 clusters Score -1.005809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10058091.000000 Penalty: 5599.936523
	Iteration 35F: 3 clusters Score -1.005809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10181 members 
Mstep: Class 5 contains 15089 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 156958 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81452 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 158249 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11491 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146343 members 
Mstep: Class 24 contains 80033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791400.000000 Penalty: 81311.140625
Iteration 439Q: 25 clusters Score -1.057914e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10181 members 
Mstep: Class 5 contains 15093 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 156937 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81427 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 158435 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146236 members 
Mstep: Class 24 contains 80164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791440.000000 Penalty: 81311.140625
Iteration 440F: 25 clusters Score -1.057914e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 15085 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 156895 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8583 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81374 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8225 members 
Mstep: Class 17 contains 158618 members 
Mstep: Class 18 contains 13555 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11407 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146161 members 
Mstep: Class 24 contains 80315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791280.000000 Penalty: 81311.140625
Iteration 441Q: 25 clusters Score -1.057913e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 15072 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 156854 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8569 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 81322 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8222 members 
Mstep: Class 17 contains 158806 members 
Mstep: Class 18 contains 13531 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11372 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146071 members 
Mstep: Class 24 contains 80450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791280.000000 Penalty: 81311.140625
Iteration 442Q: 25 clusters Score -1.057913e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 15059 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 156787 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81258 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 158971 members 
Mstep: Class 18 contains 13501 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11339 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146004 members 
Mstep: Class 24 contains 80611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791416.000000 Penalty: 81311.140625
Iteration 443Q: 25 clusters Score -1.057914e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 15048 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 156719 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81186 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8234 members 
Mstep: Class 17 contains 159120 members 
Mstep: Class 18 contains 13476 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11313 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145916 members 
Mstep: Class 24 contains 80776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791584.000000 Penalty: 81311.140625
Iteration 444Q: 25 clusters Score -1.057916e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154633 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 15036 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 156686 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 81121 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8235 members 
Mstep: Class 17 contains 159240 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11290 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145849 members 
Mstep: Class 24 contains 80923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791832.000000 Penalty: 81311.140625
Iteration 445Q: 25 clusters Score -1.057918e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 15036 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2580 members 
Mstep: Class 8 contains 156625 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 81060 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8240 members 
Mstep: Class 17 contains 159358 members 
Mstep: Class 18 contains 13415 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11273 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145784 members 
Mstep: Class 24 contains 81053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791648.000000 Penalty: 81311.140625
Iteration 446Q: 25 clusters Score -1.057916e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2573 members 
Mstep: Class 8 contains 156564 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80990 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8248 members 
Mstep: Class 17 contains 159489 members 
Mstep: Class 18 contains 13392 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145719 members 
Mstep: Class 24 contains 81163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791504.000000 Penalty: 81311.140625
Iteration 447Q: 25 clusters Score -1.057915e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 15019 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 156490 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80924 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 159611 members 
Mstep: Class 18 contains 13374 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11236 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145645 members 
Mstep: Class 24 contains 81260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791712.000000 Penalty: 81311.140625
Iteration 448Q: 25 clusters Score -1.057917e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 2294 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 14998 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 156404 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80889 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 159742 members 
Mstep: Class 18 contains 13354 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11202 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145631 members 
Mstep: Class 24 contains 81327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791760.000000 Penalty: 81311.140625
Iteration 449Q: 25 clusters Score -1.057918e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 14981 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 156303 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80839 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 159881 members 
Mstep: Class 18 contains 13336 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11178 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145652 members 
Mstep: Class 24 contains 81389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791784.000000 Penalty: 81311.140625
Iteration 450Q: 25 clusters Score -1.057918e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 14961 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 156209 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8516 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80777 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8263 members 
Mstep: Class 17 contains 159975 members 
Mstep: Class 18 contains 13327 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11164 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145697 members 
Mstep: Class 24 contains 81472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791704.000000 Penalty: 81311.140625
Iteration 451Q: 25 clusters Score -1.057917e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 14935 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 156098 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8516 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80752 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 160085 members 
Mstep: Class 18 contains 13316 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11148 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145739 members 
Mstep: Class 24 contains 81532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791776.000000 Penalty: 81311.140625
Iteration 452Q: 25 clusters Score -1.057918e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 14915 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 156000 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80718 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 17 contains 160170 members 
Mstep: Class 18 contains 13301 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11126 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145785 members 
Mstep: Class 24 contains 81594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791752.000000 Penalty: 81311.140625
Iteration 453Q: 25 clusters Score -1.057918e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 14901 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 155905 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80695 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 17 contains 160246 members 
Mstep: Class 18 contains 13295 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11100 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145816 members 
Mstep: Class 24 contains 81651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791736.000000 Penalty: 81311.140625
Iteration 454Q: 25 clusters Score -1.057917e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10122 members 
Mstep: Class 5 contains 14891 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 155840 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 14 contains 80660 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8281 members 
Mstep: Class 17 contains 160328 members 
Mstep: Class 18 contains 13289 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11084 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145851 members 
Mstep: Class 24 contains 81685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791736.000000 Penalty: 81311.140625
Iteration 455Q: 25 clusters Score -1.057917e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10121 members 
Mstep: Class 5 contains 14884 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 155727 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 80634 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 160397 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11071 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145889 members 
Mstep: Class 24 contains 81715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791720.000000 Penalty: 81311.140625
Iteration 456Q: 25 clusters Score -1.057917e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 155619 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 80601 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8293 members 
Mstep: Class 17 contains 160487 members 
Mstep: Class 18 contains 13265 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11052 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145930 members 
Mstep: Class 24 contains 81744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792064.000000 Penalty: 81311.140625
Iteration 457Q: 25 clusters Score -1.057921e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 14872 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 155536 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 80573 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 17 contains 160542 members 
Mstep: Class 18 contains 13254 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11032 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145943 members 
Mstep: Class 24 contains 81773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792056.000000 Penalty: 81311.140625
Iteration 458Q: 25 clusters Score -1.057921e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10117 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 155508 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 80533 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 160544 members 
Mstep: Class 18 contains 13248 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 11008 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145950 members 
Mstep: Class 24 contains 81815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792152.000000 Penalty: 81311.140625
Iteration 459Q: 25 clusters Score -1.057922e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 155484 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 80500 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8298 members 
Mstep: Class 17 contains 160553 members 
Mstep: Class 18 contains 13241 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10985 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 145972 members 
Mstep: Class 24 contains 81848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792104.000000 Penalty: 81311.140625
Iteration 460F: 25 clusters Score -1.057921e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10105 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 155450 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 80464 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 160586 members 
Mstep: Class 18 contains 13237 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146002 members 
Mstep: Class 24 contains 81881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792216.000000 Penalty: 81311.140625
Iteration 461Q: 25 clusters Score -1.057922e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 14859 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 155426 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 80420 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8289 members 
Mstep: Class 17 contains 160588 members 
Mstep: Class 18 contains 13230 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10940 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146028 members 
Mstep: Class 24 contains 81934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792128.000000 Penalty: 81311.140625
Iteration 462Q: 25 clusters Score -1.057921e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 14855 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 155400 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 80357 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 160600 members 
Mstep: Class 18 contains 13225 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10920 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146055 members 
Mstep: Class 24 contains 81994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792152.000000 Penalty: 81311.140625
Iteration 463Q: 25 clusters Score -1.057922e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 14852 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 155330 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 80302 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 160631 members 
Mstep: Class 18 contains 13212 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146075 members 
Mstep: Class 24 contains 82048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791992.000000 Penalty: 81311.140625
Iteration 464Q: 25 clusters Score -1.05792e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155152 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 14856 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 155264 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 80237 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 160663 members 
Mstep: Class 18 contains 13201 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10875 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146084 members 
Mstep: Class 24 contains 82103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791792.000000 Penalty: 81311.140625
Iteration 465Q: 25 clusters Score -1.057918e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10093 members 
Mstep: Class 5 contains 14859 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 155174 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8460 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 80198 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 17 contains 160689 members 
Mstep: Class 18 contains 13191 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10850 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146098 members 
Mstep: Class 24 contains 82141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792048.000000 Penalty: 81311.140625
Iteration 466Q: 25 clusters Score -1.05792e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 155100 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8454 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 80156 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8296 members 
Mstep: Class 17 contains 160705 members 
Mstep: Class 18 contains 13183 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10834 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146106 members 
Mstep: Class 24 contains 82170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792024.000000 Penalty: 81311.140625
Iteration 467Q: 25 clusters Score -1.05792e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155450 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 14860 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 155020 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 80105 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 160717 members 
Mstep: Class 18 contains 13168 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146126 members 
Mstep: Class 24 contains 82206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792128.000000 Penalty: 81311.140625
Iteration 468Q: 25 clusters Score -1.057921e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 14859 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 154946 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 80069 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 160728 members 
Mstep: Class 18 contains 13149 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146156 members 
Mstep: Class 24 contains 82222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791936.000000 Penalty: 81311.140625
Iteration 469Q: 25 clusters Score -1.057919e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155654 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 154860 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 80035 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8296 members 
Mstep: Class 17 contains 160742 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10777 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146191 members 
Mstep: Class 24 contains 82229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791720.000000 Penalty: 81311.140625
Iteration 470Q: 25 clusters Score -1.057917e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155770 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 154742 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8444 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 79996 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8299 members 
Mstep: Class 17 contains 160755 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10765 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146246 members 
Mstep: Class 24 contains 82240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791872.000000 Penalty: 81311.140625
Iteration 471Q: 25 clusters Score -1.057919e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10073 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 154649 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79963 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 160741 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10755 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146312 members 
Mstep: Class 24 contains 82253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792024.000000 Penalty: 81311.140625
Iteration 472Q: 25 clusters Score -1.05792e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155928 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 154591 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8443 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79929 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 160699 members 
Mstep: Class 18 contains 13101 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10745 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146384 members 
Mstep: Class 24 contains 82270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791960.000000 Penalty: 81311.140625
Iteration 473Q: 25 clusters Score -1.05792e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 154530 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8441 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79895 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8314 members 
Mstep: Class 17 contains 160669 members 
Mstep: Class 18 contains 13089 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10739 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146460 members 
Mstep: Class 24 contains 82282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791888.000000 Penalty: 81311.140625
Iteration 474Q: 25 clusters Score -1.057919e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 5 contains 14836 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 154478 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79874 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 160633 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10730 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146549 members 
Mstep: Class 24 contains 82287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791784.000000 Penalty: 81311.140625
Iteration 475Q: 25 clusters Score -1.057918e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2548 members 
Mstep: Class 8 contains 154447 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8438 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79848 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 160612 members 
Mstep: Class 18 contains 13066 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10725 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146655 members 
Mstep: Class 24 contains 82288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791896.000000 Penalty: 81311.140625
Iteration 476Q: 25 clusters Score -1.057919e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 14832 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 154414 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79830 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 160574 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 1749 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10717 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146760 members 
Mstep: Class 24 contains 82290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791808.000000 Penalty: 81311.140625
Iteration 477Q: 25 clusters Score -1.057918e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156066 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 14826 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2548 members 
Mstep: Class 8 contains 154393 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8434 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79794 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8325 members 
Mstep: Class 17 contains 160520 members 
Mstep: Class 18 contains 13045 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10710 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146870 members 
Mstep: Class 24 contains 82291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791912.000000 Penalty: 81311.140625
Iteration 478Q: 25 clusters Score -1.057919e+08 nChanged 707
Entering ConstructFrom: 
Score: -105791912.000000 Penalty: 81311.140625
Entering ConstructFrom: 
Trying to split cluster 1 (156103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Entering Unmasked Estep 
Score: -19723880.000000 Penalty: 2965.651123
	Iteration 0F: 2 clusters Score -1.972388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -19620726.000000 Penalty: 5931.302246
	Iteration 0F: 3 clusters Score -1.962073e+07 nChanged 75004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -19664844.000000 Penalty: 5931.302246
	Iteration 1F: 3 clusters Score -1.966484e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -19666218.000000 Penalty: 5931.302246
	Iteration 2Q: 3 clusters Score -1.966622e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -19667986.000000 Penalty: 5931.302246
	Iteration 3Q: 3 clusters Score -1.966799e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -19670550.000000 Penalty: 5931.302246
	Iteration 4Q: 3 clusters Score -1.967055e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -19674174.000000 Penalty: 5931.302246
	Iteration 5Q: 3 clusters Score -1.967417e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -19679034.000000 Penalty: 5931.302246
	Iteration 6F: 3 clusters Score -1.967903e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -19685710.000000 Penalty: 5931.302246
	Iteration 7F: 3 clusters Score -1.968571e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -19693940.000000 Penalty: 5931.302246
	Iteration 8F: 3 clusters Score -1.969394e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -19701624.000000 Penalty: 5931.302246
	Iteration 9F: 3 clusters Score -1.970162e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -19707092.000000 Penalty: 5931.302246
	Iteration 10Q: 3 clusters Score -1.970709e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -19711128.000000 Penalty: 5931.302246
	Iteration 11Q: 3 clusters Score -1.971113e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -19714104.000000 Penalty: 5931.302246
	Iteration 12Q: 3 clusters Score -1.97141e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146001 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -19716318.000000 Penalty: 5931.302246
	Iteration 13Q: 3 clusters Score -1.971632e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148701 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -19717890.000000 Penalty: 5931.302246
	Iteration 14Q: 3 clusters Score -1.971789e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -19719238.000000 Penalty: 5931.302246
	Iteration 15Q: 3 clusters Score -1.971924e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152424 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -19719988.000000 Penalty: 5931.302246
	Iteration 16Q: 3 clusters Score -1.971999e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -19720390.000000 Penalty: 5931.302246
	Iteration 17Q: 3 clusters Score -1.972039e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19720770.000000 Penalty: 5931.302246
	Iteration 18Q: 3 clusters Score -1.972077e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154648 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -19721048.000000 Penalty: 5931.302246
	Iteration 19Q: 3 clusters Score -1.972105e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19721162.000000 Penalty: 5931.302246
	Iteration 20F: 3 clusters Score -1.972116e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19721230.000000 Penalty: 5931.302246
	Iteration 21Q: 3 clusters Score -1.972123e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19721328.000000 Penalty: 5931.302246
	Iteration 22Q: 3 clusters Score -1.972133e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19721366.000000 Penalty: 5931.302246
	Iteration 23Q: 3 clusters Score -1.972137e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19721432.000000 Penalty: 5931.302246
	Iteration 24Q: 3 clusters Score -1.972143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19721476.000000 Penalty: 5931.302246
	Iteration 25Q: 3 clusters Score -1.972148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19721504.000000 Penalty: 5931.302246
	Iteration 26Q: 3 clusters Score -1.97215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -19721498.000000 Penalty: 5931.302246
	Iteration 27Q: 3 clusters Score -1.97215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -19721516.000000 Penalty: 5931.302246
	Iteration 28Q: 3 clusters Score -1.972152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19721516.000000 Penalty: 5931.302246
	Iteration 29Q: 3 clusters Score -1.972152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19721516.000000 Penalty: 5931.302246
	Iteration 30Q: 3 clusters Score -1.972152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155488 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -19721518.000000 Penalty: 5931.302246
	Iteration 31Q: 3 clusters Score -1.972152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -19721514.000000 Penalty: 5931.302246
	Iteration 32Q: 3 clusters Score -1.972151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19721514.000000 Penalty: 5931.302246
	Iteration 33Q: 3 clusters Score -1.972151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -19721508.000000 Penalty: 5931.302246
	Iteration 34Q: 3 clusters Score -1.972151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -19721520.000000 Penalty: 5931.302246
	Iteration 35Q: 3 clusters Score -1.972152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19721544.000000 Penalty: 5931.302246
	Iteration 36Q: 3 clusters Score -1.972154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -19721552.000000 Penalty: 5931.302246
	Iteration 37Q: 3 clusters Score -1.972155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -19721554.000000 Penalty: 5931.302246
	Iteration 38Q: 3 clusters Score -1.972155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -19721554.000000 Penalty: 5931.302246
	Iteration 39Q: 3 clusters Score -1.972155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -19721544.000000 Penalty: 5931.302246
	Iteration 40F: 3 clusters Score -1.972154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19721544.000000 Penalty: 5931.302246
	Iteration 41Q: 3 clusters Score -1.972154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -19721548.000000 Penalty: 5931.302246
	Iteration 42Q: 3 clusters Score -1.972155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19721558.000000 Penalty: 5931.302246
	Iteration 43Q: 3 clusters Score -1.972156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19721554.000000 Penalty: 5931.302246
	Iteration 44Q: 3 clusters Score -1.972155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19721552.000000 Penalty: 5931.302246
	Iteration 45Q: 3 clusters Score -1.972155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19721564.000000 Penalty: 5931.302246
	Iteration 46Q: 3 clusters Score -1.972156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19721562.000000 Penalty: 5931.302246
	Iteration 47Q: 3 clusters Score -1.972156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -19721564.000000 Penalty: 5931.302246
	Iteration 48Q: 3 clusters Score -1.972156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -19721564.000000 Penalty: 5931.302246
	Iteration 49Q: 3 clusters Score -1.972156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -19721564.000000 Penalty: 5931.302246
	Iteration 50F: 3 clusters Score -1.972156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -259124.156250 Penalty: 1908.096436
	Iteration 0F: 2 clusters Score -259124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -256349.265625 Penalty: 3816.192871
	Iteration 0F: 3 clusters Score -256349.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -256881.578125 Penalty: 3816.192871
	Iteration 1F: 3 clusters Score -256881.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257042.343750 Penalty: 3816.192871
	Iteration 2F: 3 clusters Score -257042.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -257146.140625 Penalty: 3816.192871
	Iteration 3Q: 3 clusters Score -257146.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -257218.281250 Penalty: 3816.192871
	Iteration 4Q: 3 clusters Score -257218.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -257274.390625 Penalty: 3816.192871
	Iteration 5Q: 3 clusters Score -257274.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -257322.062500 Penalty: 3816.192871
	Iteration 6Q: 3 clusters Score -257322.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -257362.375000 Penalty: 3816.192871
	Iteration 7Q: 3 clusters Score -257362.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -257397.281250 Penalty: 3816.192871
	Iteration 8Q: 3 clusters Score -257397.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -257429.046875 Penalty: 3816.192871
	Iteration 9Q: 3 clusters Score -257429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -257457.171875 Penalty: 3816.192871
	Iteration 10Q: 3 clusters Score -257457.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -257489.937500 Penalty: 3816.192871
	Iteration 11Q: 3 clusters Score -257489.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -257518.546875 Penalty: 3816.192871
	Iteration 12Q: 3 clusters Score -257518.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -257541.203125 Penalty: 3816.192871
	Iteration 13Q: 3 clusters Score -257541.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -257562.390625 Penalty: 3816.192871
	Iteration 14Q: 3 clusters Score -257562.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -257579.015625 Penalty: 3816.192871
	Iteration 15Q: 3 clusters Score -257579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -257590.906250 Penalty: 3816.192871
	Iteration 16Q: 3 clusters Score -257590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -257599.765625 Penalty: 3816.192871
	Iteration 17Q: 3 clusters Score -257599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -257608.625000 Penalty: 3816.192871
	Iteration 18Q: 3 clusters Score -257608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -257620.812500 Penalty: 3816.192871
	Iteration 19Q: 3 clusters Score -257620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -257634.187500 Penalty: 3816.192871
	Iteration 20F: 3 clusters Score -257634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -257646.015625 Penalty: 3816.192871
	Iteration 21Q: 3 clusters Score -257646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -257651.546875 Penalty: 3816.192871
	Iteration 22Q: 3 clusters Score -257651.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -257662.812500 Penalty: 3816.192871
	Iteration 23Q: 3 clusters Score -257662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -257674.859375 Penalty: 3816.192871
	Iteration 24Q: 3 clusters Score -257674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -257685.500000 Penalty: 3816.192871
	Iteration 25Q: 3 clusters Score -257685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -257691.718750 Penalty: 3816.192871
	Iteration 26Q: 3 clusters Score -257691.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -257698.375000 Penalty: 3816.192871
	Iteration 27Q: 3 clusters Score -257698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -257699.843750 Penalty: 3816.192871
	Iteration 28Q: 3 clusters Score -257699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -257701.234375 Penalty: 3816.192871
	Iteration 29Q: 3 clusters Score -257701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -257704.640625 Penalty: 3816.192871
	Iteration 30Q: 3 clusters Score -257704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -257708.890625 Penalty: 3816.192871
	Iteration 31Q: 3 clusters Score -257708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -257713.546875 Penalty: 3816.192871
	Iteration 32Q: 3 clusters Score -257713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -257717.312500 Penalty: 3816.192871
	Iteration 33Q: 3 clusters Score -257717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -257724.140625 Penalty: 3816.192871
	Iteration 34Q: 3 clusters Score -257724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -257727.203125 Penalty: 3816.192871
	Iteration 35Q: 3 clusters Score -257727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -257728.687500 Penalty: 3816.192871
	Iteration 36Q: 3 clusters Score -257728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -257729.562500 Penalty: 3816.192871
	Iteration 37Q: 3 clusters Score -257729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -257729.562500 Penalty: 3816.192871
	Iteration 38F: 3 clusters Score -257729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -32597.191406 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -32597.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31394.458984 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -31394.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31531.152344 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -31531.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31573.785156 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -31573.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31602.412109 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -31602.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31619.433594 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -31619.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31625.068359 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -31625.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31625.068359 Penalty: 2853.275879
	Iteration 6F: 3 clusters Score -31625.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -1280988.250000 Penalty: 2285.450684
	Iteration 0F: 2 clusters Score -1280988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1273245.625000 Penalty: 4570.901367
	Iteration 0F: 3 clusters Score -1273246 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1275399.000000 Penalty: 4570.901367
	Iteration 1F: 3 clusters Score -1275399 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1275744.125000 Penalty: 4570.901367
	Iteration 2F: 3 clusters Score -1275744 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1276066.750000 Penalty: 4570.901367
	Iteration 3F: 3 clusters Score -1276067 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1276368.250000 Penalty: 4570.901367
	Iteration 4F: 3 clusters Score -1276368 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1276642.750000 Penalty: 4570.901367
	Iteration 5Q: 3 clusters Score -1276643 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1276950.125000 Penalty: 4570.901367
	Iteration 6Q: 3 clusters Score -1276950 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1277277.875000 Penalty: 4570.901367
	Iteration 7F: 3 clusters Score -1277278 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1277630.000000 Penalty: 4570.901367
	Iteration 8F: 3 clusters Score -1277630 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1277980.375000 Penalty: 4570.901367
	Iteration 9Q: 3 clusters Score -1277980 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1278332.125000 Penalty: 4570.901367
	Iteration 10Q: 3 clusters Score -1278332 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1278652.375000 Penalty: 4570.901367
	Iteration 11Q: 3 clusters Score -1278652 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1278913.750000 Penalty: 4570.901367
	Iteration 12Q: 3 clusters Score -1278914 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1279087.375000 Penalty: 4570.901367
	Iteration 13Q: 3 clusters Score -1279087 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1279216.875000 Penalty: 4570.901367
	Iteration 14Q: 3 clusters Score -1279217 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1279318.625000 Penalty: 4570.901367
	Iteration 15Q: 3 clusters Score -1279319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1279396.500000 Penalty: 4570.901367
	Iteration 16Q: 3 clusters Score -1279396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1279446.000000 Penalty: 4570.901367
	Iteration 17Q: 3 clusters Score -1279446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1279487.625000 Penalty: 4570.901367
	Iteration 18Q: 3 clusters Score -1279488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1279508.125000 Penalty: 4570.901367
	Iteration 19Q: 3 clusters Score -1279508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1279529.375000 Penalty: 4570.901367
	Iteration 20F: 3 clusters Score -1279529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1279549.000000 Penalty: 4570.901367
	Iteration 21Q: 3 clusters Score -1279549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1279562.625000 Penalty: 4570.901367
	Iteration 22Q: 3 clusters Score -1279563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1279579.500000 Penalty: 4570.901367
	Iteration 23Q: 3 clusters Score -1279580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1279595.750000 Penalty: 4570.901367
	Iteration 24Q: 3 clusters Score -1279596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1279601.375000 Penalty: 4570.901367
	Iteration 25Q: 3 clusters Score -1279601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1279609.625000 Penalty: 4570.901367
	Iteration 26Q: 3 clusters Score -1279610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1279612.750000 Penalty: 4570.901367
	Iteration 27Q: 3 clusters Score -1279613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1279622.000000 Penalty: 4570.901367
	Iteration 28Q: 3 clusters Score -1279622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1279626.375000 Penalty: 4570.901367
	Iteration 29Q: 3 clusters Score -1279626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1279630.250000 Penalty: 4570.901367
	Iteration 30Q: 3 clusters Score -1279630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1279632.000000 Penalty: 4570.901367
	Iteration 31Q: 3 clusters Score -1279632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1279635.750000 Penalty: 4570.901367
	Iteration 32Q: 3 clusters Score -1279636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1279637.000000 Penalty: 4570.901367
	Iteration 33Q: 3 clusters Score -1279637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1279643.750000 Penalty: 4570.901367
	Iteration 34Q: 3 clusters Score -1279644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1279647.750000 Penalty: 4570.901367
	Iteration 35Q: 3 clusters Score -1279648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1279650.125000 Penalty: 4570.901367
	Iteration 36Q: 3 clusters Score -1279650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1279653.000000 Penalty: 4570.901367
	Iteration 37Q: 3 clusters Score -1279653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1279653.875000 Penalty: 4570.901367
	Iteration 38Q: 3 clusters Score -1279654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1279656.125000 Penalty: 4570.901367
	Iteration 39Q: 3 clusters Score -1279656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1279659.625000 Penalty: 4570.901367
	Iteration 40F: 3 clusters Score -1279660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1279663.375000 Penalty: 4570.901367
	Iteration 41Q: 3 clusters Score -1279663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1279666.125000 Penalty: 4570.901367
	Iteration 42Q: 3 clusters Score -1279666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1279667.500000 Penalty: 4570.901367
	Iteration 43Q: 3 clusters Score -1279668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1279672.750000 Penalty: 4570.901367
	Iteration 44Q: 3 clusters Score -1279673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1279673.125000 Penalty: 4570.901367
	Iteration 45Q: 3 clusters Score -1279673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1279672.750000 Penalty: 4570.901367
	Iteration 46Q: 3 clusters Score -1279673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1279672.750000 Penalty: 4570.901367
	Iteration 47F: 3 clusters Score -1279673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Entering Unmasked Estep 
Score: -1849650.250000 Penalty: 2381.742676
	Iteration 0F: 2 clusters Score -1849650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1838871.875000 Penalty: 4763.485352
	Iteration 0F: 3 clusters Score -1838872 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1842290.375000 Penalty: 4763.485352
	Iteration 1F: 3 clusters Score -1842290 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1842686.750000 Penalty: 4763.485352
	Iteration 2F: 3 clusters Score -1842687 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1843049.875000 Penalty: 4763.485352
	Iteration 3F: 3 clusters Score -1843050 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1843480.750000 Penalty: 4763.485352
	Iteration 4F: 3 clusters Score -1843481 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1843976.875000 Penalty: 4763.485352
	Iteration 5F: 3 clusters Score -1843977 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1844585.750000 Penalty: 4763.485352
	Iteration 6F: 3 clusters Score -1844586 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1845325.500000 Penalty: 4763.485352
	Iteration 7F: 3 clusters Score -1845326 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1846032.000000 Penalty: 4763.485352
	Iteration 8Q: 3 clusters Score -1846032 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1846616.625000 Penalty: 4763.485352
	Iteration 9Q: 3 clusters Score -1846617 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1847035.625000 Penalty: 4763.485352
	Iteration 10Q: 3 clusters Score -1847036 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1847326.125000 Penalty: 4763.485352
	Iteration 11Q: 3 clusters Score -1847326 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1847524.625000 Penalty: 4763.485352
	Iteration 12Q: 3 clusters Score -1847525 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1847674.750000 Penalty: 4763.485352
	Iteration 13Q: 3 clusters Score -1847675 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1847783.000000 Penalty: 4763.485352
	Iteration 14Q: 3 clusters Score -1847783 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1847850.250000 Penalty: 4763.485352
	Iteration 15Q: 3 clusters Score -1847850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1847890.375000 Penalty: 4763.485352
	Iteration 16Q: 3 clusters Score -1847890 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1847920.750000 Penalty: 4763.485352
	Iteration 17Q: 3 clusters Score -1847921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1847943.500000 Penalty: 4763.485352
	Iteration 18Q: 3 clusters Score -1847944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1847973.000000 Penalty: 4763.485352
	Iteration 19Q: 3 clusters Score -1847973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1847987.625000 Penalty: 4763.485352
	Iteration 20F: 3 clusters Score -1847988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1848005.625000 Penalty: 4763.485352
	Iteration 21Q: 3 clusters Score -1848006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1848020.375000 Penalty: 4763.485352
	Iteration 22Q: 3 clusters Score -1848020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1848034.375000 Penalty: 4763.485352
	Iteration 23Q: 3 clusters Score -1848034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1848049.500000 Penalty: 4763.485352
	Iteration 24Q: 3 clusters Score -1848050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1848063.750000 Penalty: 4763.485352
	Iteration 25Q: 3 clusters Score -1848064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1848078.375000 Penalty: 4763.485352
	Iteration 26Q: 3 clusters Score -1848078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1848091.000000 Penalty: 4763.485352
	Iteration 27Q: 3 clusters Score -1848091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1848096.875000 Penalty: 4763.485352
	Iteration 28Q: 3 clusters Score -1848097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1848105.625000 Penalty: 4763.485352
	Iteration 29Q: 3 clusters Score -1848106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1848112.875000 Penalty: 4763.485352
	Iteration 30Q: 3 clusters Score -1848113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1848116.625000 Penalty: 4763.485352
	Iteration 31Q: 3 clusters Score -1848117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1848117.500000 Penalty: 4763.485352
	Iteration 32Q: 3 clusters Score -1848118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1848117.375000 Penalty: 4763.485352
	Iteration 33Q: 3 clusters Score -1848117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1848117.500000 Penalty: 4763.485352
	Iteration 34Q: 3 clusters Score -1848118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1848120.750000 Penalty: 4763.485352
	Iteration 35Q: 3 clusters Score -1848121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1848125.500000 Penalty: 4763.485352
	Iteration 36Q: 3 clusters Score -1848126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1848124.625000 Penalty: 4763.485352
	Iteration 37Q: 3 clusters Score -1848125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1848128.625000 Penalty: 4763.485352
	Iteration 38Q: 3 clusters Score -1848129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1848127.875000 Penalty: 4763.485352
	Iteration 39Q: 3 clusters Score -1848128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1848128.875000 Penalty: 4763.485352
	Iteration 40F: 3 clusters Score -1848129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1848128.125000 Penalty: 4763.485352
	Iteration 41Q: 3 clusters Score -1848128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1848129.750000 Penalty: 4763.485352
	Iteration 42Q: 3 clusters Score -1848130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1848133.125000 Penalty: 4763.485352
	Iteration 43Q: 3 clusters Score -1848133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1848131.875000 Penalty: 4763.485352
	Iteration 44Q: 3 clusters Score -1848132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1848131.750000 Penalty: 4763.485352
	Iteration 45Q: 3 clusters Score -1848132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1848132.625000 Penalty: 4763.485352
	Iteration 46Q: 3 clusters Score -1848133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1848137.000000 Penalty: 4763.485352
	Iteration 47Q: 3 clusters Score -1848137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1848136.250000 Penalty: 4763.485352
	Iteration 48Q: 3 clusters Score -1848136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1848142.000000 Penalty: 4763.485352
	Iteration 49Q: 3 clusters Score -1848142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1848139.000000 Penalty: 4763.485352
	Iteration 50Q: 3 clusters Score -1848139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1848140.375000 Penalty: 4763.485352
	Iteration 51Q: 3 clusters Score -1848140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1848142.625000 Penalty: 4763.485352
	Iteration 52Q: 3 clusters Score -1848143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1848140.250000 Penalty: 4763.485352
	Iteration 53Q: 3 clusters Score -1848140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1848141.250000 Penalty: 4763.485352
	Iteration 54Q: 3 clusters Score -1848141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1848140.250000 Penalty: 4763.485352
	Iteration 55Q: 3 clusters Score -1848140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1848142.750000 Penalty: 4763.485352
	Iteration 56Q: 3 clusters Score -1848143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1848141.750000 Penalty: 4763.485352
	Iteration 57Q: 3 clusters Score -1848142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1848141.750000 Penalty: 4763.485352
	Iteration 58F: 3 clusters Score -1848142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -81371.554688 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -81371.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79643.335938 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -79643.34 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79901.351562 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -79901.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80065.218750 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -80065.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80210.585938 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -80210.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80347.640625 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -80347.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80486.109375 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -80486.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80573.015625 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -80573.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80632.367188 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -80632.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80690.304688 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -80690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80725.859375 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -80725.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80745.671875 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -80745.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80750.609375 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -80750.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80754.445312 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -80754.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80755.585938 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -80755.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80755.585938 Penalty: 3263.996826
	Iteration 14F: 3 clusters Score -80755.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -313932.968750 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -313933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -310964.343750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -310964.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -311718.375000 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -311718.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -312093.656250 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -312093.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -312368.718750 Penalty: 3889.575439
	Iteration 3F: 3 clusters Score -312368.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -312620.312500 Penalty: 3889.575439
	Iteration 4F: 3 clusters Score -312620.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -312845.718750 Penalty: 3889.575439
	Iteration 5F: 3 clusters Score -312845.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -313029.531250 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -313029.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -313175.031250 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -313175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -313286.406250 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -313286.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -313386.531250 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -313386.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -313446.562500 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -313446.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -313472.187500 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -313472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -313493.906250 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -313493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -313499.781250 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -313499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -313501.812500 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -313501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -313502.875000 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -313502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -313504.250000 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -313504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -313504.250000 Penalty: 3889.575439
	Iteration 17F: 3 clusters Score -313504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Entering Unmasked Estep 
Score: -19512582.000000 Penalty: 2962.922852
	Iteration 0F: 2 clusters Score -1.951258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -19409708.000000 Penalty: 5925.845703
	Iteration 0F: 3 clusters Score -1.940971e+07 nChanged 73739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -19452666.000000 Penalty: 5925.845703
	Iteration 1F: 3 clusters Score -1.945267e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -19453628.000000 Penalty: 5925.845703
	Iteration 2Q: 3 clusters Score -1.945363e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -19454640.000000 Penalty: 5925.845703
	Iteration 3Q: 3 clusters Score -1.945464e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -19455868.000000 Penalty: 5925.845703
	Iteration 4Q: 3 clusters Score -1.945587e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -19458154.000000 Penalty: 5925.845703
	Iteration 5Q: 3 clusters Score -1.945815e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -19462056.000000 Penalty: 5925.845703
	Iteration 6F: 3 clusters Score -1.946206e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -19469324.000000 Penalty: 5925.845703
	Iteration 7F: 3 clusters Score -1.946932e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -19480028.000000 Penalty: 5925.845703
	Iteration 8F: 3 clusters Score -1.948003e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134779 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -19492296.000000 Penalty: 5925.845703
	Iteration 9F: 3 clusters Score -1.94923e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144538 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -19501834.000000 Penalty: 5925.845703
	Iteration 10F: 3 clusters Score -1.950183e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150159 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -19506844.000000 Penalty: 5925.845703
	Iteration 11Q: 3 clusters Score -1.950684e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -19508770.000000 Penalty: 5925.845703
	Iteration 12Q: 3 clusters Score -1.950877e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19509448.000000 Penalty: 5925.845703
	Iteration 13Q: 3 clusters Score -1.950945e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153821 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19509744.000000 Penalty: 5925.845703
	Iteration 14Q: 3 clusters Score -1.950974e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19509854.000000 Penalty: 5925.845703
	Iteration 15Q: 3 clusters Score -1.950985e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19509944.000000 Penalty: 5925.845703
	Iteration 16Q: 3 clusters Score -1.950994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19509974.000000 Penalty: 5925.845703
	Iteration 17Q: 3 clusters Score -1.950997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19509992.000000 Penalty: 5925.845703
	Iteration 18Q: 3 clusters Score -1.950999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19510026.000000 Penalty: 5925.845703
	Iteration 19Q: 3 clusters Score -1.951003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19510040.000000 Penalty: 5925.845703
	Iteration 20F: 3 clusters Score -1.951004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19510036.000000 Penalty: 5925.845703
	Iteration 21Q: 3 clusters Score -1.951004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19510056.000000 Penalty: 5925.845703
	Iteration 22Q: 3 clusters Score -1.951006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19510070.000000 Penalty: 5925.845703
	Iteration 23Q: 3 clusters Score -1.951007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19510078.000000 Penalty: 5925.845703
	Iteration 24Q: 3 clusters Score -1.951008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154085 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19510084.000000 Penalty: 5925.845703
	Iteration 25Q: 3 clusters Score -1.951008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154088 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19510090.000000 Penalty: 5925.845703
	Iteration 26Q: 3 clusters Score -1.951009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19510090.000000 Penalty: 5925.845703
	Iteration 27Q: 3 clusters Score -1.951009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19510090.000000 Penalty: 5925.845703
	Iteration 28Q: 3 clusters Score -1.951009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19510092.000000 Penalty: 5925.845703
	Iteration 29Q: 3 clusters Score -1.951009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19510090.000000 Penalty: 5925.845703
	Iteration 30Q: 3 clusters Score -1.951009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19510084.000000 Penalty: 5925.845703
	Iteration 31Q: 3 clusters Score -1.951008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19510084.000000 Penalty: 5925.845703
	Iteration 32F: 3 clusters Score -1.951008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -110082.351562 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -110082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108196.046875 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -108196 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108469.296875 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -108469.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108582.750000 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -108582.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -108646.328125 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -108646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -108685.984375 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -108686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -108719.171875 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -108719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108729.515625 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -108729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108737.992188 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -108738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108746.039062 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -108746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108756.296875 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -108756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108761.695312 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -108761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108765.414062 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -108765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108767.765625 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -108767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108772.359375 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -108772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108776.820312 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -108776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108778.835938 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -108778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108778.835938 Penalty: 3385.428223
	Iteration 16F: 3 clusters Score -108778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -1081451.250000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -1081451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1074670.875000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -1074671 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1076510.500000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -1076510 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1076782.875000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -1076783 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1076964.750000 Penalty: 4483.912109
	Iteration 3Q: 3 clusters Score -1076965 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1077100.250000 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -1077100 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1077222.750000 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -1077223 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1077335.500000 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -1077336 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1077428.125000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -1077428 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1077510.250000 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -1077510 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1077613.750000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -1077614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1077725.125000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -1077725 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1077873.250000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -1077873 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1078020.750000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -1078021 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1078170.875000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -1078171 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1078351.250000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -1078351 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1078560.375000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -1078560 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1078744.375000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -1078744 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1078880.500000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -1078880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1078979.375000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -1078979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1079055.000000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -1079055 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1079109.125000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -1079109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1079150.375000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -1079150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1079190.375000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -1079190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1079226.750000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -1079227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1079261.625000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -1079262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1079287.875000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -1079288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1079320.500000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -1079320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1079348.500000 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -1079348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1079362.750000 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -1079363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1079376.500000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -1079376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1079389.750000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -1079390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1079400.875000 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -1079401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1079411.375000 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -1079411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1079421.250000 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -1079421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1079426.625000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -1079427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1079435.875000 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -1079436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1079446.875000 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -1079447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1079455.125000 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -1079455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1079461.625000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -1079462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1079468.250000 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -1079468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1079474.250000 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -1079474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1079480.750000 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -1079481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1079486.250000 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -1079486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1079491.375000 Penalty: 4483.912109
	Iteration 43Q: 3 clusters Score -1079491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1079496.375000 Penalty: 4483.912109
	Iteration 44Q: 3 clusters Score -1079496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1079499.125000 Penalty: 4483.912109
	Iteration 45Q: 3 clusters Score -1079499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1079503.875000 Penalty: 4483.912109
	Iteration 46Q: 3 clusters Score -1079504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1079505.625000 Penalty: 4483.912109
	Iteration 47Q: 3 clusters Score -1079506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1079504.625000 Penalty: 4483.912109
	Iteration 48Q: 3 clusters Score -1079505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1079506.500000 Penalty: 4483.912109
	Iteration 49Q: 3 clusters Score -1079506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1079506.500000 Penalty: 4483.912109
	Iteration 50F: 3 clusters Score -1079506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -68495.25 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 285 members 
Entering Unmasked Estep 
Score: -66923.765625 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -66923.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67086.804688 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -67086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67152.562500 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -67152.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67185.070312 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -67185.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67206.562500 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -67206.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67229.882812 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -67229.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67248.515625 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -67248.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67258.257812 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -67258.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67261.695312 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -67261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67272.718750 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -67272.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67283.937500 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -67283.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67290.664062 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -67290.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67291.671875 Penalty: 3136.882080
	Iteration 12F: 3 clusters Score -67291.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67323.960938 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -67323.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67370.500000 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -67370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67388.710938 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -67388.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67393.898438 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -67393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67398.156250 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -67398.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67401.773438 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -67401.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67401.773438 Penalty: 3136.882080
	Iteration 19F: 3 clusters Score -67401.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -32049.937500 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -32049.94 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 146 members 
Entering Unmasked Estep 
Score: -30770.574219 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30770.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31092.869141 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -31092.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31373.529297 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -31373.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31905.759766 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -31905.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -32062.583984 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -32062.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -32171.421875 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -32171.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -32176.511719 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -32176.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -32182.794922 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -32182.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -32203.865234 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -32203.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -32224.179688 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -32224.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -32232.236328 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -32232.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -32232.236328 Penalty: 2871.820312
	Iteration 11F: 3 clusters Score -32232.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 154395 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8435 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79762 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 160473 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146962 members 
Mstep: Class 24 contains 82271 members 
Mstep: Class 25 contains 48 members 
Entering Unmasked Estep 
Score: -105790128.000000 Penalty: 84699.109375
Splitting cluster 12 changes total score from -105791912.000000 to -105790128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -78796.742188 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -78796.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77142.414062 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -77142.41 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77429.023438 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -77429.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77557.046875 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -77557.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77632.101562 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -77632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77663.742188 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77663.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77688.046875 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77688.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77707.054688 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -77707.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77726.984375 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -77726.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77741.312500 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -77741.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77742.875000 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -77742.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77742.875000 Penalty: 3246.493408
	Iteration 10F: 3 clusters Score -77742.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Entering Unmasked Estep 
Score: -9761887.000000 Penalty: 2799.126953
	Iteration 0F: 2 clusters Score -9761887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -9708474.000000 Penalty: 5598.253906
	Iteration 0F: 3 clusters Score -9708474 nChanged 37448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -9729770.000000 Penalty: 5598.253906
	Iteration 1F: 3 clusters Score -9729770 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -9730378.000000 Penalty: 5598.253906
	Iteration 2Q: 3 clusters Score -9730378 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -9730917.000000 Penalty: 5598.253906
	Iteration 3Q: 3 clusters Score -9730917 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -9731589.000000 Penalty: 5598.253906
	Iteration 4Q: 3 clusters Score -9731589 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -9732331.000000 Penalty: 5598.253906
	Iteration 5Q: 3 clusters Score -9732331 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -9733354.000000 Penalty: 5598.253906
	Iteration 6Q: 3 clusters Score -9733354 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9734654.000000 Penalty: 5598.253906
	Iteration 7Q: 3 clusters Score -9734654 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -9736617.000000 Penalty: 5598.253906
	Iteration 8F: 3 clusters Score -9736617 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -9739255.000000 Penalty: 5598.253906
	Iteration 9F: 3 clusters Score -9739255 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -9742591.000000 Penalty: 5598.253906
	Iteration 10F: 3 clusters Score -9742591 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -9746059.000000 Penalty: 5598.253906
	Iteration 11F: 3 clusters Score -9746059 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -9749800.000000 Penalty: 5598.253906
	Iteration 12F: 3 clusters Score -9749800 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -9753478.000000 Penalty: 5598.253906
	Iteration 13Q: 3 clusters Score -9753478 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -9756624.000000 Penalty: 5598.253906
	Iteration 14Q: 3 clusters Score -9756624 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9758296.000000 Penalty: 5598.253906
	Iteration 15Q: 3 clusters Score -9758296 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9758872.000000 Penalty: 5598.253906
	Iteration 16Q: 3 clusters Score -9758872 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9759130.000000 Penalty: 5598.253906
	Iteration 17Q: 3 clusters Score -9759130 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9759265.000000 Penalty: 5598.253906
	Iteration 18Q: 3 clusters Score -9759265 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9759381.000000 Penalty: 5598.253906
	Iteration 19Q: 3 clusters Score -9759381 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9759463.000000 Penalty: 5598.253906
	Iteration 20F: 3 clusters Score -9759463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9759488.000000 Penalty: 5598.253906
	Iteration 21Q: 3 clusters Score -9759488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9759508.000000 Penalty: 5598.253906
	Iteration 22Q: 3 clusters Score -9759508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9759536.000000 Penalty: 5598.253906
	Iteration 23Q: 3 clusters Score -9759536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9759552.000000 Penalty: 5598.253906
	Iteration 24Q: 3 clusters Score -9759552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9759557.000000 Penalty: 5598.253906
	Iteration 25Q: 3 clusters Score -9759557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9759560.000000 Penalty: 5598.253906
	Iteration 26Q: 3 clusters Score -9759560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9759570.000000 Penalty: 5598.253906
	Iteration 27Q: 3 clusters Score -9759570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9759588.000000 Penalty: 5598.253906
	Iteration 28Q: 3 clusters Score -9759588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9759594.000000 Penalty: 5598.253906
	Iteration 29Q: 3 clusters Score -9759594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9759607.000000 Penalty: 5598.253906
	Iteration 30Q: 3 clusters Score -9759607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9759612.000000 Penalty: 5598.253906
	Iteration 31Q: 3 clusters Score -9759612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9759623.000000 Penalty: 5598.253906
	Iteration 32Q: 3 clusters Score -9759623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9759611.000000 Penalty: 5598.253906
	Iteration 33Q: 3 clusters Score -9759611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9759628.000000 Penalty: 5598.253906
	Iteration 34Q: 3 clusters Score -9759628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9759613.000000 Penalty: 5598.253906
	Iteration 35Q: 3 clusters Score -9759613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9759612.000000 Penalty: 5598.253906
	Iteration 36Q: 3 clusters Score -9759612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9759619.000000 Penalty: 5598.253906
	Iteration 37Q: 3 clusters Score -9759619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9759611.000000 Penalty: 5598.253906
	Iteration 38Q: 3 clusters Score -9759611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9759601.000000 Penalty: 5598.253906
	Iteration 39Q: 3 clusters Score -9759601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9759607.000000 Penalty: 5598.253906
	Iteration 40F: 3 clusters Score -9759607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9759616.000000 Penalty: 5598.253906
	Iteration 41Q: 3 clusters Score -9759616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9759605.000000 Penalty: 5598.253906
	Iteration 42Q: 3 clusters Score -9759605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9759606.000000 Penalty: 5598.253906
	Iteration 43Q: 3 clusters Score -9759606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9759600.000000 Penalty: 5598.253906
	Iteration 44Q: 3 clusters Score -9759600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9759600.000000 Penalty: 5598.253906
	Iteration 45Q: 3 clusters Score -9759600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9759600.000000 Penalty: 5598.253906
	Iteration 46Q: 3 clusters Score -9759600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9759611.000000 Penalty: 5598.253906
	Iteration 47Q: 3 clusters Score -9759611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9759623.000000 Penalty: 5598.253906
	Iteration 48Q: 3 clusters Score -9759623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9759623.000000 Penalty: 5598.253906
	Iteration 49Q: 3 clusters Score -9759623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9759622.000000 Penalty: 5598.253906
	Iteration 50Q: 3 clusters Score -9759622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9759622.000000 Penalty: 5598.253906
	Iteration 51Q: 3 clusters Score -9759622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9759617.000000 Penalty: 5598.253906
	Iteration 52Q: 3 clusters Score -9759617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9759631.000000 Penalty: 5598.253906
	Iteration 53Q: 3 clusters Score -9759631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9759640.000000 Penalty: 5598.253906
	Iteration 54Q: 3 clusters Score -9759640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9759627.000000 Penalty: 5598.253906
	Iteration 55Q: 3 clusters Score -9759627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9759639.000000 Penalty: 5598.253906
	Iteration 56Q: 3 clusters Score -9759639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9759644.000000 Penalty: 5598.253906
	Iteration 57Q: 3 clusters Score -9759644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9759634.000000 Penalty: 5598.253906
	Iteration 58Q: 3 clusters Score -9759634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9759627.000000 Penalty: 5598.253906
	Iteration 59Q: 3 clusters Score -9759627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9759632.000000 Penalty: 5598.253906
	Iteration 60F: 3 clusters Score -9759632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9759636.000000 Penalty: 5598.253906
	Iteration 61Q: 3 clusters Score -9759636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9759636.000000 Penalty: 5598.253906
	Iteration 62F: 3 clusters Score -9759636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -72731.304688 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -72731.3 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 347 members 
Entering Unmasked Estep 
Score: -71079.687500 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71079.69 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71482.625000 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -71482.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71931.218750 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -71931.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72397.562500 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -72397.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72571.132812 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -72571.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72667.875000 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -72667.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72700.695312 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -72700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72731.023438 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72731.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -72758.156250 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72758.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72772.632812 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -72772.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72783.757812 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -72783.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72786.921875 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -72786.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72786.921875 Penalty: 3223.147949
	Iteration 12F: 3 clusters Score -72786.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 154395 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8435 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79762 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 160473 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146962 members 
Mstep: Class 24 contains 82271 members 
Mstep: Class 25 contains 477 members 
Entering Unmasked Estep 
Score: -105790176.000000 Penalty: 84699.109375
Splitting cluster 15 changes total score from -105791912.000000 to -105790176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Entering Unmasked Estep 
Score: -1062130.375000 Penalty: 2238.611084
	Iteration 0F: 2 clusters Score -1062130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1055472.250000 Penalty: 4477.222168
	Iteration 0F: 3 clusters Score -1055472 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1057357.125000 Penalty: 4477.222168
	Iteration 1F: 3 clusters Score -1057357 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1057647.625000 Penalty: 4477.222168
	Iteration 2F: 3 clusters Score -1057648 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1057838.250000 Penalty: 4477.222168
	Iteration 3F: 3 clusters Score -1057838 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1057959.625000 Penalty: 4477.222168
	Iteration 4Q: 3 clusters Score -1057960 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1058041.625000 Penalty: 4477.222168
	Iteration 5Q: 3 clusters Score -1058042 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1058118.500000 Penalty: 4477.222168
	Iteration 6Q: 3 clusters Score -1058118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1058177.625000 Penalty: 4477.222168
	Iteration 7Q: 3 clusters Score -1058178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1058235.750000 Penalty: 4477.222168
	Iteration 8Q: 3 clusters Score -1058236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1058286.750000 Penalty: 4477.222168
	Iteration 9Q: 3 clusters Score -1058287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1058329.625000 Penalty: 4477.222168
	Iteration 10Q: 3 clusters Score -1058330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1058374.375000 Penalty: 4477.222168
	Iteration 11Q: 3 clusters Score -1058374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1058408.875000 Penalty: 4477.222168
	Iteration 12Q: 3 clusters Score -1058409 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1058449.000000 Penalty: 4477.222168
	Iteration 13Q: 3 clusters Score -1058449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1058502.250000 Penalty: 4477.222168
	Iteration 14Q: 3 clusters Score -1058502 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1058572.000000 Penalty: 4477.222168
	Iteration 15Q: 3 clusters Score -1058572 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1058656.750000 Penalty: 4477.222168
	Iteration 16Q: 3 clusters Score -1058657 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1058758.875000 Penalty: 4477.222168
	Iteration 17Q: 3 clusters Score -1058759 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1058886.000000 Penalty: 4477.222168
	Iteration 18Q: 3 clusters Score -1058886 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1059055.500000 Penalty: 4477.222168
	Iteration 19Q: 3 clusters Score -1059056 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1059251.250000 Penalty: 4477.222168
	Iteration 20F: 3 clusters Score -1059251 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1059474.750000 Penalty: 4477.222168
	Iteration 21Q: 3 clusters Score -1059475 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1059698.125000 Penalty: 4477.222168
	Iteration 22Q: 3 clusters Score -1059698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1059888.875000 Penalty: 4477.222168
	Iteration 23Q: 3 clusters Score -1059889 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1060079.875000 Penalty: 4477.222168
	Iteration 24Q: 3 clusters Score -1060080 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1060234.375000 Penalty: 4477.222168
	Iteration 25Q: 3 clusters Score -1060234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1060318.625000 Penalty: 4477.222168
	Iteration 26Q: 3 clusters Score -1060319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1060380.375000 Penalty: 4477.222168
	Iteration 27Q: 3 clusters Score -1060380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1060429.250000 Penalty: 4477.222168
	Iteration 28Q: 3 clusters Score -1060429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1060463.125000 Penalty: 4477.222168
	Iteration 29Q: 3 clusters Score -1060463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1060487.625000 Penalty: 4477.222168
	Iteration 30Q: 3 clusters Score -1060488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1060500.625000 Penalty: 4477.222168
	Iteration 31Q: 3 clusters Score -1060501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1060513.250000 Penalty: 4477.222168
	Iteration 32Q: 3 clusters Score -1060513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1060524.875000 Penalty: 4477.222168
	Iteration 33Q: 3 clusters Score -1060525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1060531.875000 Penalty: 4477.222168
	Iteration 34Q: 3 clusters Score -1060532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1060539.250000 Penalty: 4477.222168
	Iteration 35Q: 3 clusters Score -1060539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1060542.875000 Penalty: 4477.222168
	Iteration 36Q: 3 clusters Score -1060543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1060543.625000 Penalty: 4477.222168
	Iteration 37Q: 3 clusters Score -1060544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1060546.750000 Penalty: 4477.222168
	Iteration 38Q: 3 clusters Score -1060547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1060550.125000 Penalty: 4477.222168
	Iteration 39Q: 3 clusters Score -1060550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1060629.125000 Penalty: 4477.222168
	Iteration 40F: 3 clusters Score -1060629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1060708.125000 Penalty: 4477.222168
	Iteration 41Q: 3 clusters Score -1060708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1060745.000000 Penalty: 4477.222168
	Iteration 42Q: 3 clusters Score -1060745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1060763.625000 Penalty: 4477.222168
	Iteration 43Q: 3 clusters Score -1060764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1060776.125000 Penalty: 4477.222168
	Iteration 44Q: 3 clusters Score -1060776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1060786.125000 Penalty: 4477.222168
	Iteration 45Q: 3 clusters Score -1060786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1060789.125000 Penalty: 4477.222168
	Iteration 46Q: 3 clusters Score -1060789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1060791.250000 Penalty: 4477.222168
	Iteration 47Q: 3 clusters Score -1060791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1060797.625000 Penalty: 4477.222168
	Iteration 48Q: 3 clusters Score -1060798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1060798.375000 Penalty: 4477.222168
	Iteration 49Q: 3 clusters Score -1060798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1060798.375000 Penalty: 4477.222168
	Iteration 50F: 3 clusters Score -1060798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (160473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Entering Unmasked Estep 
Score: -20219114.000000 Penalty: 2972.498535
	Iteration 0F: 2 clusters Score -2.021911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -20113046.000000 Penalty: 5944.997070
	Iteration 0F: 3 clusters Score -2.011305e+07 nChanged 76579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -20157450.000000 Penalty: 5944.997070
	Iteration 1F: 3 clusters Score -2.015745e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -20158046.000000 Penalty: 5944.997070
	Iteration 2Q: 3 clusters Score -2.015805e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -20158586.000000 Penalty: 5944.997070
	Iteration 3Q: 3 clusters Score -2.015859e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -20159266.000000 Penalty: 5944.997070
	Iteration 4Q: 3 clusters Score -2.015927e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -20160068.000000 Penalty: 5944.997070
	Iteration 5Q: 3 clusters Score -2.016007e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -20161444.000000 Penalty: 5944.997070
	Iteration 6Q: 3 clusters Score -2.016144e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -20163608.000000 Penalty: 5944.997070
	Iteration 7Q: 3 clusters Score -2.016361e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -20166936.000000 Penalty: 5944.997070
	Iteration 8Q: 3 clusters Score -2.016694e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -20172770.000000 Penalty: 5944.997070
	Iteration 9F: 3 clusters Score -2.017277e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 117660 members 
Entering Unmasked Estep 
Score: -20181240.000000 Penalty: 5944.997070
	Iteration 10F: 3 clusters Score -2.018124e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 127910 members 
Entering Unmasked Estep 
Score: -20190404.000000 Penalty: 5944.997070
	Iteration 11F: 3 clusters Score -2.01904e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 136474 members 
Entering Unmasked Estep 
Score: -20197826.000000 Penalty: 5944.997070
	Iteration 12F: 3 clusters Score -2.019783e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -20203450.000000 Penalty: 5944.997070
	Iteration 13Q: 3 clusters Score -2.020345e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 148399 members 
Entering Unmasked Estep 
Score: -20207582.000000 Penalty: 5944.997070
	Iteration 14Q: 3 clusters Score -2.020758e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 152646 members 
Entering Unmasked Estep 
Score: -20210780.000000 Penalty: 5944.997070
	Iteration 15Q: 3 clusters Score -2.021078e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -20213192.000000 Penalty: 5944.997070
	Iteration 16Q: 3 clusters Score -2.021319e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -20214734.000000 Penalty: 5944.997070
	Iteration 17Q: 3 clusters Score -2.021473e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -20215632.000000 Penalty: 5944.997070
	Iteration 18Q: 3 clusters Score -2.021563e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -20216042.000000 Penalty: 5944.997070
	Iteration 19Q: 3 clusters Score -2.021604e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 160011 members 
Entering Unmasked Estep 
Score: -20216260.000000 Penalty: 5944.997070
	Iteration 20F: 3 clusters Score -2.021626e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160124 members 
Entering Unmasked Estep 
Score: -20216396.000000 Penalty: 5944.997070
	Iteration 21Q: 3 clusters Score -2.02164e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 160166 members 
Entering Unmasked Estep 
Score: -20216422.000000 Penalty: 5944.997070
	Iteration 22Q: 3 clusters Score -2.021642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -20216474.000000 Penalty: 5944.997070
	Iteration 23Q: 3 clusters Score -2.021647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160206 members 
Entering Unmasked Estep 
Score: -20216520.000000 Penalty: 5944.997070
	Iteration 24Q: 3 clusters Score -2.021652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -20216540.000000 Penalty: 5944.997070
	Iteration 25Q: 3 clusters Score -2.021654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 160215 members 
Entering Unmasked Estep 
Score: -20216564.000000 Penalty: 5944.997070
	Iteration 26Q: 3 clusters Score -2.021656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -20216556.000000 Penalty: 5944.997070
	Iteration 27Q: 3 clusters Score -2.021656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 160219 members 
Entering Unmasked Estep 
Score: -20216556.000000 Penalty: 5944.997070
	Iteration 28Q: 3 clusters Score -2.021656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 160219 members 
Entering Unmasked Estep 
Score: -20216556.000000 Penalty: 5944.997070
	Iteration 29F: 3 clusters Score -2.021656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1664169.125000 Penalty: 2349.783203
	Iteration 0F: 2 clusters Score -1664169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1654605.375000 Penalty: 4699.566406
	Iteration 0F: 3 clusters Score -1654605 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1657576.750000 Penalty: 4699.566406
	Iteration 1F: 3 clusters Score -1657577 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1657864.625000 Penalty: 4699.566406
	Iteration 2F: 3 clusters Score -1657865 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1658053.375000 Penalty: 4699.566406
	Iteration 3Q: 3 clusters Score -1658053 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1658190.125000 Penalty: 4699.566406
	Iteration 4Q: 3 clusters Score -1658190 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1658316.500000 Penalty: 4699.566406
	Iteration 5Q: 3 clusters Score -1658316 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1658422.500000 Penalty: 4699.566406
	Iteration 6Q: 3 clusters Score -1658422 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1658520.250000 Penalty: 4699.566406
	Iteration 7Q: 3 clusters Score -1658520 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1658635.500000 Penalty: 4699.566406
	Iteration 8Q: 3 clusters Score -1658636 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1658765.375000 Penalty: 4699.566406
	Iteration 9Q: 3 clusters Score -1658765 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1658929.500000 Penalty: 4699.566406
	Iteration 10Q: 3 clusters Score -1658930 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1659150.750000 Penalty: 4699.566406
	Iteration 11Q: 3 clusters Score -1659151 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1659437.500000 Penalty: 4699.566406
	Iteration 12Q: 3 clusters Score -1659438 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1659796.000000 Penalty: 4699.566406
	Iteration 13Q: 3 clusters Score -1659796 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1660176.000000 Penalty: 4699.566406
	Iteration 14Q: 3 clusters Score -1660176 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1660564.000000 Penalty: 4699.566406
	Iteration 15Q: 3 clusters Score -1660564 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1660944.625000 Penalty: 4699.566406
	Iteration 16Q: 3 clusters Score -1660945 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1661277.875000 Penalty: 4699.566406
	Iteration 17Q: 3 clusters Score -1661278 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1661545.250000 Penalty: 4699.566406
	Iteration 18Q: 3 clusters Score -1661545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1661778.125000 Penalty: 4699.566406
	Iteration 19Q: 3 clusters Score -1661778 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1661916.875000 Penalty: 4699.566406
	Iteration 20F: 3 clusters Score -1661917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1662009.625000 Penalty: 4699.566406
	Iteration 21Q: 3 clusters Score -1662010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1662071.625000 Penalty: 4699.566406
	Iteration 22Q: 3 clusters Score -1662072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1662111.625000 Penalty: 4699.566406
	Iteration 23Q: 3 clusters Score -1662112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1662146.375000 Penalty: 4699.566406
	Iteration 24Q: 3 clusters Score -1662146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1662164.750000 Penalty: 4699.566406
	Iteration 25Q: 3 clusters Score -1662165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1662179.125000 Penalty: 4699.566406
	Iteration 26Q: 3 clusters Score -1662179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1662189.375000 Penalty: 4699.566406
	Iteration 27Q: 3 clusters Score -1662189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1662198.875000 Penalty: 4699.566406
	Iteration 28Q: 3 clusters Score -1662199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1662210.625000 Penalty: 4699.566406
	Iteration 29Q: 3 clusters Score -1662211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1662214.875000 Penalty: 4699.566406
	Iteration 30Q: 3 clusters Score -1662215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1662223.250000 Penalty: 4699.566406
	Iteration 31Q: 3 clusters Score -1662223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1662225.875000 Penalty: 4699.566406
	Iteration 32Q: 3 clusters Score -1662226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1662226.500000 Penalty: 4699.566406
	Iteration 33Q: 3 clusters Score -1662226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1662233.375000 Penalty: 4699.566406
	Iteration 34Q: 3 clusters Score -1662233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1662239.000000 Penalty: 4699.566406
	Iteration 35Q: 3 clusters Score -1662239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1662244.250000 Penalty: 4699.566406
	Iteration 36Q: 3 clusters Score -1662244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1662250.250000 Penalty: 4699.566406
	Iteration 37Q: 3 clusters Score -1662250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1662253.625000 Penalty: 4699.566406
	Iteration 38Q: 3 clusters Score -1662254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1662251.875000 Penalty: 4699.566406
	Iteration 39Q: 3 clusters Score -1662252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1662259.875000 Penalty: 4699.566406
	Iteration 40F: 3 clusters Score -1662260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1662260.500000 Penalty: 4699.566406
	Iteration 41Q: 3 clusters Score -1662260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1662263.250000 Penalty: 4699.566406
	Iteration 42Q: 3 clusters Score -1662263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1662271.500000 Penalty: 4699.566406
	Iteration 43Q: 3 clusters Score -1662272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1662274.375000 Penalty: 4699.566406
	Iteration 44Q: 3 clusters Score -1662274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1662274.875000 Penalty: 4699.566406
	Iteration 45Q: 3 clusters Score -1662275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1662279.250000 Penalty: 4699.566406
	Iteration 46Q: 3 clusters Score -1662279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1662280.375000 Penalty: 4699.566406
	Iteration 47Q: 3 clusters Score -1662280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1662281.375000 Penalty: 4699.566406
	Iteration 48Q: 3 clusters Score -1662281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1662282.000000 Penalty: 4699.566406
	Iteration 49Q: 3 clusters Score -1662282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1662281.250000 Penalty: 4699.566406
	Iteration 50Q: 3 clusters Score -1662281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1662279.875000 Penalty: 4699.566406
	Iteration 51Q: 3 clusters Score -1662280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1662279.875000 Penalty: 4699.566406
	Iteration 52F: 3 clusters Score -1662280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -205648.625000 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -205648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -203229.421875 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -203229.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -203780.828125 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -203780.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -203958.703125 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -203958.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -204051.296875 Penalty: 3702.965088
	Iteration 3Q: 3 clusters Score -204051.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -204132.062500 Penalty: 3702.965088
	Iteration 4Q: 3 clusters Score -204132.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -204197.406250 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -204197.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204248.687500 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -204248.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -204318.718750 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -204318.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -204374.765625 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -204374.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -204448.625000 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -204448.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -204515.750000 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -204515.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -204578.187500 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -204578.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -204626.937500 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -204626.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -204659.125000 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -204659.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -204676.468750 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -204676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -204693.234375 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -204693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -204701.390625 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -204701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -204706.140625 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -204706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -204712.328125 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -204712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -204720.875000 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -204720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -204729.296875 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -204729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -204729.937500 Penalty: 3702.965088
	Iteration 21Q: 3 clusters Score -204729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -204729.937500 Penalty: 3702.965088
	Iteration 22F: 3 clusters Score -204729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -30755.449219 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -30755.45 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 174 members 
Entering Unmasked Estep 
Score: -29500.535156 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -29500.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29729.613281 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -29729.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29802.439453 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -29802.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29844.007812 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -29844.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29877.656250 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -29877.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29937.972656 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -29937.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29960.019531 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -29960.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29975.742188 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -29975.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29995.560547 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -29995.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30011.013672 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -30011.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30015.009766 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -30015.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30019.591797 Penalty: 2873.334717
	Iteration 11Q: 3 clusters Score -30019.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30022.966797 Penalty: 2873.334717
	Iteration 12Q: 3 clusters Score -30022.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30030.439453 Penalty: 2873.334717
	Iteration 13Q: 3 clusters Score -30030.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30037.623047 Penalty: 2873.334717
	Iteration 14Q: 3 clusters Score -30037.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30057.408203 Penalty: 2873.334717
	Iteration 15Q: 3 clusters Score -30057.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30060.509766 Penalty: 2873.334717
	Iteration 16F: 3 clusters Score -30060.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30074.927734 Penalty: 2873.334717
	Iteration 17Q: 3 clusters Score -30074.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30083.425781 Penalty: 2873.334717
	Iteration 18Q: 3 clusters Score -30083.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30097.984375 Penalty: 2873.334717
	Iteration 19Q: 3 clusters Score -30097.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30109.359375 Penalty: 2873.334717
	Iteration 20F: 3 clusters Score -30109.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30135.076172 Penalty: 2873.334717
	Iteration 21Q: 3 clusters Score -30135.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30150.697266 Penalty: 2873.334717
	Iteration 22Q: 3 clusters Score -30150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30199.179688 Penalty: 2873.334717
	Iteration 23Q: 3 clusters Score -30199.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30225.181641 Penalty: 2873.334717
	Iteration 24Q: 3 clusters Score -30225.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30241.105469 Penalty: 2873.334717
	Iteration 25Q: 3 clusters Score -30241.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30278.878906 Penalty: 2873.334717
	Iteration 26Q: 3 clusters Score -30278.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30330.033203 Penalty: 2873.334717
	Iteration 27Q: 3 clusters Score -30330.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30361.066406 Penalty: 2873.334717
	Iteration 28Q: 3 clusters Score -30361.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30375.097656 Penalty: 2873.334717
	Iteration 29Q: 3 clusters Score -30375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30381.177734 Penalty: 2873.334717
	Iteration 30Q: 3 clusters Score -30381.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30391.925781 Penalty: 2873.334717
	Iteration 31Q: 3 clusters Score -30391.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30407.798828 Penalty: 2873.334717
	Iteration 32Q: 3 clusters Score -30407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30420.919922 Penalty: 2873.334717
	Iteration 33Q: 3 clusters Score -30420.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30420.919922 Penalty: 2873.334717
	Iteration 34F: 3 clusters Score -30420.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Entering Unmasked Estep 
Score: -1294203.875000 Penalty: 2301.059570
	Iteration 0F: 2 clusters Score -1294204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1286104.375000 Penalty: 4602.119141
	Iteration 0F: 3 clusters Score -1286104 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1288363.375000 Penalty: 4602.119141
	Iteration 1F: 3 clusters Score -1288363 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1288645.000000 Penalty: 4602.119141
	Iteration 2F: 3 clusters Score -1288645 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1288827.500000 Penalty: 4602.119141
	Iteration 3Q: 3 clusters Score -1288828 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1288965.125000 Penalty: 4602.119141
	Iteration 4Q: 3 clusters Score -1288965 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1289076.125000 Penalty: 4602.119141
	Iteration 5Q: 3 clusters Score -1289076 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1289178.250000 Penalty: 4602.119141
	Iteration 6Q: 3 clusters Score -1289178 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1289255.250000 Penalty: 4602.119141
	Iteration 7Q: 3 clusters Score -1289255 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1289324.750000 Penalty: 4602.119141
	Iteration 8Q: 3 clusters Score -1289325 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1289382.375000 Penalty: 4602.119141
	Iteration 9Q: 3 clusters Score -1289382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1289429.125000 Penalty: 4602.119141
	Iteration 10Q: 3 clusters Score -1289429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1289477.375000 Penalty: 4602.119141
	Iteration 11Q: 3 clusters Score -1289477 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1289534.875000 Penalty: 4602.119141
	Iteration 12Q: 3 clusters Score -1289535 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1289608.875000 Penalty: 4602.119141
	Iteration 13Q: 3 clusters Score -1289609 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1289694.000000 Penalty: 4602.119141
	Iteration 14Q: 3 clusters Score -1289694 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1289794.875000 Penalty: 4602.119141
	Iteration 15Q: 3 clusters Score -1289795 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1289932.625000 Penalty: 4602.119141
	Iteration 16Q: 3 clusters Score -1289933 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1290126.375000 Penalty: 4602.119141
	Iteration 17Q: 3 clusters Score -1290126 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1290341.500000 Penalty: 4602.119141
	Iteration 18Q: 3 clusters Score -1290342 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1290574.500000 Penalty: 4602.119141
	Iteration 19Q: 3 clusters Score -1290574 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1290827.000000 Penalty: 4602.119141
	Iteration 20F: 3 clusters Score -1290827 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1291068.125000 Penalty: 4602.119141
	Iteration 21Q: 3 clusters Score -1291068 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1291299.125000 Penalty: 4602.119141
	Iteration 22Q: 3 clusters Score -1291299 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1291495.625000 Penalty: 4602.119141
	Iteration 23Q: 3 clusters Score -1291496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1291660.875000 Penalty: 4602.119141
	Iteration 24Q: 3 clusters Score -1291661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1291788.875000 Penalty: 4602.119141
	Iteration 25Q: 3 clusters Score -1291789 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1291880.125000 Penalty: 4602.119141
	Iteration 26Q: 3 clusters Score -1291880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1291963.750000 Penalty: 4602.119141
	Iteration 27Q: 3 clusters Score -1291964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1292028.750000 Penalty: 4602.119141
	Iteration 28Q: 3 clusters Score -1292029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1292083.750000 Penalty: 4602.119141
	Iteration 29Q: 3 clusters Score -1292084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1292112.625000 Penalty: 4602.119141
	Iteration 30Q: 3 clusters Score -1292113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1292126.750000 Penalty: 4602.119141
	Iteration 31Q: 3 clusters Score -1292127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1292141.875000 Penalty: 4602.119141
	Iteration 32Q: 3 clusters Score -1292142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1292155.625000 Penalty: 4602.119141
	Iteration 33Q: 3 clusters Score -1292156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1292160.125000 Penalty: 4602.119141
	Iteration 34Q: 3 clusters Score -1292160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1292163.875000 Penalty: 4602.119141
	Iteration 35Q: 3 clusters Score -1292164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1292162.375000 Penalty: 4602.119141
	Iteration 36Q: 3 clusters Score -1292162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1292162.375000 Penalty: 4602.119141
	Iteration 37F: 3 clusters Score -1292162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -64953.144531 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -64953.14 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 299 members 
Entering Unmasked Estep 
Score: -63329.988281 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -63329.99 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63548.882812 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -63548.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63657.386719 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -63657.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63737.585938 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -63737.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63778.886719 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -63778.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63802.742188 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -63802.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63813.980469 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -63813.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63828.398438 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -63828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63852.148438 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -63852.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63856.656250 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -63856.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63859.636719 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -63859.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63859.636719 Penalty: 3171.221191
	Iteration 11F: 3 clusters Score -63859.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (146962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Entering Unmasked Estep 
Score: -18471402.000000 Penalty: 2950.686523
	Iteration 0F: 2 clusters Score -1.84714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -18373212.000000 Penalty: 5901.373047
	Iteration 0F: 3 clusters Score -1.837321e+07 nChanged 70069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -18414662.000000 Penalty: 5901.373047
	Iteration 1F: 3 clusters Score -1.841466e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -18416110.000000 Penalty: 5901.373047
	Iteration 2Q: 3 clusters Score -1.841611e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -18418272.000000 Penalty: 5901.373047
	Iteration 3Q: 3 clusters Score -1.841827e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -18421932.000000 Penalty: 5901.373047
	Iteration 4Q: 3 clusters Score -1.842193e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -18427300.000000 Penalty: 5901.373047
	Iteration 5F: 3 clusters Score -1.84273e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -18434386.000000 Penalty: 5901.373047
	Iteration 6F: 3 clusters Score -1.843439e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -18441956.000000 Penalty: 5901.373047
	Iteration 7F: 3 clusters Score -1.844196e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -18448204.000000 Penalty: 5901.373047
	Iteration 8F: 3 clusters Score -1.84482e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -18452208.000000 Penalty: 5901.373047
	Iteration 9Q: 3 clusters Score -1.845221e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118686 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -18454846.000000 Penalty: 5901.373047
	Iteration 10Q: 3 clusters Score -1.845485e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122091 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -18456824.000000 Penalty: 5901.373047
	Iteration 11Q: 3 clusters Score -1.845682e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -18458566.000000 Penalty: 5901.373047
	Iteration 12Q: 3 clusters Score -1.845857e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -18460126.000000 Penalty: 5901.373047
	Iteration 13Q: 3 clusters Score -1.846013e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131106 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -18461582.000000 Penalty: 5901.373047
	Iteration 14Q: 3 clusters Score -1.846158e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133703 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -18462958.000000 Penalty: 5901.373047
	Iteration 15Q: 3 clusters Score -1.846296e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -18464210.000000 Penalty: 5901.373047
	Iteration 16Q: 3 clusters Score -1.846421e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -18465414.000000 Penalty: 5901.373047
	Iteration 17Q: 3 clusters Score -1.846541e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -18466374.000000 Penalty: 5901.373047
	Iteration 18Q: 3 clusters Score -1.846637e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141236 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -18467070.000000 Penalty: 5901.373047
	Iteration 19Q: 3 clusters Score -1.846707e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142338 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -18467710.000000 Penalty: 5901.373047
	Iteration 20F: 3 clusters Score -1.846771e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18468234.000000 Penalty: 5901.373047
	Iteration 21Q: 3 clusters Score -1.846823e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -18468520.000000 Penalty: 5901.373047
	Iteration 22Q: 3 clusters Score -1.846852e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -18468804.000000 Penalty: 5901.373047
	Iteration 23Q: 3 clusters Score -1.84688e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -18468952.000000 Penalty: 5901.373047
	Iteration 24Q: 3 clusters Score -1.846895e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -18469136.000000 Penalty: 5901.373047
	Iteration 25Q: 3 clusters Score -1.846914e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -18469250.000000 Penalty: 5901.373047
	Iteration 26Q: 3 clusters Score -1.846925e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18469328.000000 Penalty: 5901.373047
	Iteration 27Q: 3 clusters Score -1.846933e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -18469420.000000 Penalty: 5901.373047
	Iteration 28Q: 3 clusters Score -1.846942e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145288 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18469478.000000 Penalty: 5901.373047
	Iteration 29Q: 3 clusters Score -1.846948e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145357 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -18469572.000000 Penalty: 5901.373047
	Iteration 30Q: 3 clusters Score -1.846957e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -18469670.000000 Penalty: 5901.373047
	Iteration 31Q: 3 clusters Score -1.846967e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145456 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18469744.000000 Penalty: 5901.373047
	Iteration 32Q: 3 clusters Score -1.846974e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145468 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -18469800.000000 Penalty: 5901.373047
	Iteration 33Q: 3 clusters Score -1.84698e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18469868.000000 Penalty: 5901.373047
	Iteration 34Q: 3 clusters Score -1.846987e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145469 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18469908.000000 Penalty: 5901.373047
	Iteration 35Q: 3 clusters Score -1.846991e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -18469954.000000 Penalty: 5901.373047
	Iteration 36Q: 3 clusters Score -1.846995e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -18469992.000000 Penalty: 5901.373047
	Iteration 37Q: 3 clusters Score -1.846999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -18470008.000000 Penalty: 5901.373047
	Iteration 38Q: 3 clusters Score -1.847001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145374 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18470022.000000 Penalty: 5901.373047
	Iteration 39Q: 3 clusters Score -1.847002e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -18470038.000000 Penalty: 5901.373047
	Iteration 40F: 3 clusters Score -1.847004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18470044.000000 Penalty: 5901.373047
	Iteration 41Q: 3 clusters Score -1.847004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145302 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -18470064.000000 Penalty: 5901.373047
	Iteration 42Q: 3 clusters Score -1.847006e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145268 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -18470076.000000 Penalty: 5901.373047
	Iteration 43Q: 3 clusters Score -1.847008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145246 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18470092.000000 Penalty: 5901.373047
	Iteration 44Q: 3 clusters Score -1.847009e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145212 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18470132.000000 Penalty: 5901.373047
	Iteration 45Q: 3 clusters Score -1.847013e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145178 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -18470152.000000 Penalty: 5901.373047
	Iteration 46Q: 3 clusters Score -1.847015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18470162.000000 Penalty: 5901.373047
	Iteration 47Q: 3 clusters Score -1.847016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18470172.000000 Penalty: 5901.373047
	Iteration 48Q: 3 clusters Score -1.847017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145114 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -18470190.000000 Penalty: 5901.373047
	Iteration 49Q: 3 clusters Score -1.847019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145099 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18470186.000000 Penalty: 5901.373047
	Iteration 50Q: 3 clusters Score -1.847019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145086 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -18470202.000000 Penalty: 5901.373047
	Iteration 51Q: 3 clusters Score -1.84702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145075 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18470198.000000 Penalty: 5901.373047
	Iteration 52Q: 3 clusters Score -1.84702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18470236.000000 Penalty: 5901.373047
	Iteration 53Q: 3 clusters Score -1.847024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18470218.000000 Penalty: 5901.373047
	Iteration 54Q: 3 clusters Score -1.847022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18470220.000000 Penalty: 5901.373047
	Iteration 55Q: 3 clusters Score -1.847022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145014 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -18470244.000000 Penalty: 5901.373047
	Iteration 56Q: 3 clusters Score -1.847024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18470220.000000 Penalty: 5901.373047
	Iteration 57Q: 3 clusters Score -1.847022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144986 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -18470232.000000 Penalty: 5901.373047
	Iteration 58Q: 3 clusters Score -1.847023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18470240.000000 Penalty: 5901.373047
	Iteration 59Q: 3 clusters Score -1.847024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -18470250.000000 Penalty: 5901.373047
	Iteration 60F: 3 clusters Score -1.847025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144939 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -18470258.000000 Penalty: 5901.373047
	Iteration 61Q: 3 clusters Score -1.847026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -18470254.000000 Penalty: 5901.373047
	Iteration 62Q: 3 clusters Score -1.847025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18470244.000000 Penalty: 5901.373047
	Iteration 63Q: 3 clusters Score -1.847024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -18470248.000000 Penalty: 5901.373047
	Iteration 64Q: 3 clusters Score -1.847025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144915 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18470250.000000 Penalty: 5901.373047
	Iteration 65Q: 3 clusters Score -1.847025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -18470242.000000 Penalty: 5901.373047
	Iteration 66Q: 3 clusters Score -1.847024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144907 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18470244.000000 Penalty: 5901.373047
	Iteration 67Q: 3 clusters Score -1.847024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -18470236.000000 Penalty: 5901.373047
	Iteration 68Q: 3 clusters Score -1.847024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -18470242.000000 Penalty: 5901.373047
	Iteration 69Q: 3 clusters Score -1.847024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144902 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18470240.000000 Penalty: 5901.373047
	Iteration 70Q: 3 clusters Score -1.847024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18470228.000000 Penalty: 5901.373047
	Iteration 71Q: 3 clusters Score -1.847023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18470228.000000 Penalty: 5901.373047
	Iteration 72F: 3 clusters Score -1.847023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Entering Unmasked Estep 
Score: -10337151.000000 Penalty: 2806.807861
	Iteration 0F: 2 clusters Score -1.033715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -10281761.000000 Penalty: 5613.615723
	Iteration 0F: 3 clusters Score -1.028176e+07 nChanged 38902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -10304464.000000 Penalty: 5613.615723
	Iteration 1F: 3 clusters Score -1.030446e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -10305453.000000 Penalty: 5613.615723
	Iteration 2Q: 3 clusters Score -1.030545e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -10306778.000000 Penalty: 5613.615723
	Iteration 3Q: 3 clusters Score -1.030678e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -10308900.000000 Penalty: 5613.615723
	Iteration 4Q: 3 clusters Score -1.03089e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -10312642.000000 Penalty: 5613.615723
	Iteration 5F: 3 clusters Score -1.031264e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -10318747.000000 Penalty: 5613.615723
	Iteration 6F: 3 clusters Score -1.031875e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -10326227.000000 Penalty: 5613.615723
	Iteration 7F: 3 clusters Score -1.032623e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -10331225.000000 Penalty: 5613.615723
	Iteration 8F: 3 clusters Score -1.033122e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -10333323.000000 Penalty: 5613.615723
	Iteration 9Q: 3 clusters Score -1.033332e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -10334359.000000 Penalty: 5613.615723
	Iteration 10Q: 3 clusters Score -1.033436e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -10334934.000000 Penalty: 5613.615723
	Iteration 11Q: 3 clusters Score -1.033493e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -10335254.000000 Penalty: 5613.615723
	Iteration 12Q: 3 clusters Score -1.033525e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -10335443.000000 Penalty: 5613.615723
	Iteration 13Q: 3 clusters Score -1.033544e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10335486.000000 Penalty: 5613.615723
	Iteration 14Q: 3 clusters Score -1.033549e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -10335474.000000 Penalty: 5613.615723
	Iteration 15Q: 3 clusters Score -1.033547e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -10335512.000000 Penalty: 5613.615723
	Iteration 16Q: 3 clusters Score -1.033551e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -10335516.000000 Penalty: 5613.615723
	Iteration 17Q: 3 clusters Score -1.033552e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -10335537.000000 Penalty: 5613.615723
	Iteration 18Q: 3 clusters Score -1.033554e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -10335536.000000 Penalty: 5613.615723
	Iteration 19Q: 3 clusters Score -1.033554e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -10335544.000000 Penalty: 5613.615723
	Iteration 20F: 3 clusters Score -1.033554e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -10335557.000000 Penalty: 5613.615723
	Iteration 21Q: 3 clusters Score -1.033556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -10335583.000000 Penalty: 5613.615723
	Iteration 22Q: 3 clusters Score -1.033558e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -10335585.000000 Penalty: 5613.615723
	Iteration 23Q: 3 clusters Score -1.033558e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -10335587.000000 Penalty: 5613.615723
	Iteration 24Q: 3 clusters Score -1.033559e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -10335604.000000 Penalty: 5613.615723
	Iteration 25Q: 3 clusters Score -1.03356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -10335609.000000 Penalty: 5613.615723
	Iteration 26Q: 3 clusters Score -1.033561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -10335617.000000 Penalty: 5613.615723
	Iteration 27Q: 3 clusters Score -1.033562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -10335616.000000 Penalty: 5613.615723
	Iteration 28Q: 3 clusters Score -1.033562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -10335621.000000 Penalty: 5613.615723
	Iteration 29Q: 3 clusters Score -1.033562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -10335626.000000 Penalty: 5613.615723
	Iteration 30Q: 3 clusters Score -1.033563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -10335634.000000 Penalty: 5613.615723
	Iteration 31Q: 3 clusters Score -1.033563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -10335623.000000 Penalty: 5613.615723
	Iteration 32Q: 3 clusters Score -1.033562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -10335632.000000 Penalty: 5613.615723
	Iteration 33Q: 3 clusters Score -1.033563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -10335618.000000 Penalty: 5613.615723
	Iteration 34Q: 3 clusters Score -1.033562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -10335612.000000 Penalty: 5613.615723
	Iteration 35Q: 3 clusters Score -1.033561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -10335615.000000 Penalty: 5613.615723
	Iteration 36Q: 3 clusters Score -1.033562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -10335616.000000 Penalty: 5613.615723
	Iteration 37Q: 3 clusters Score -1.033562e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -10335609.000000 Penalty: 5613.615723
	Iteration 38Q: 3 clusters Score -1.033561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -10335603.000000 Penalty: 5613.615723
	Iteration 39Q: 3 clusters Score -1.03356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -10335602.000000 Penalty: 5613.615723
	Iteration 40F: 3 clusters Score -1.03356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -10335608.000000 Penalty: 5613.615723
	Iteration 41Q: 3 clusters Score -1.033561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -10335596.000000 Penalty: 5613.615723
	Iteration 42Q: 3 clusters Score -1.03356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -10335609.000000 Penalty: 5613.615723
	Iteration 43Q: 3 clusters Score -1.033561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -10335594.000000 Penalty: 5613.615723
	Iteration 44Q: 3 clusters Score -1.033559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -10335592.000000 Penalty: 5613.615723
	Iteration 45Q: 3 clusters Score -1.033559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -10335591.000000 Penalty: 5613.615723
	Iteration 46Q: 3 clusters Score -1.033559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -10335611.000000 Penalty: 5613.615723
	Iteration 47Q: 3 clusters Score -1.033561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -10335615.000000 Penalty: 5613.615723
	Iteration 48Q: 3 clusters Score -1.033562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10335602.000000 Penalty: 5613.615723
	Iteration 49Q: 3 clusters Score -1.03356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -10335600.000000 Penalty: 5613.615723
	Iteration 50Q: 3 clusters Score -1.03356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -10335607.000000 Penalty: 5613.615723
	Iteration 51Q: 3 clusters Score -1.033561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -10335617.000000 Penalty: 5613.615723
	Iteration 52Q: 3 clusters Score -1.033562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -10335608.000000 Penalty: 5613.615723
	Iteration 53Q: 3 clusters Score -1.033561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -10335608.000000 Penalty: 5613.615723
	Iteration 54Q: 3 clusters Score -1.033561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -10335608.000000 Penalty: 5613.615723
	Iteration 55Q: 3 clusters Score -1.033561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -10335614.000000 Penalty: 5613.615723
	Iteration 56Q: 3 clusters Score -1.033561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -10335607.000000 Penalty: 5613.615723
	Iteration 57Q: 3 clusters Score -1.033561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -10335614.000000 Penalty: 5613.615723
	Iteration 58Q: 3 clusters Score -1.033561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -10335621.000000 Penalty: 5613.615723
	Iteration 59Q: 3 clusters Score -1.033562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -10335621.000000 Penalty: 5613.615723
	Iteration 60F: 3 clusters Score -1.033562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -10335624.000000 Penalty: 5613.615723
	Iteration 61Q: 3 clusters Score -1.033562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -10335631.000000 Penalty: 5613.615723
	Iteration 62Q: 3 clusters Score -1.033563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -10335621.000000 Penalty: 5613.615723
	Iteration 63Q: 3 clusters Score -1.033562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -10335620.000000 Penalty: 5613.615723
	Iteration 64Q: 3 clusters Score -1.033562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -10335614.000000 Penalty: 5613.615723
	Iteration 65Q: 3 clusters Score -1.033561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -10335613.000000 Penalty: 5613.615723
	Iteration 66Q: 3 clusters Score -1.033561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -10335621.000000 Penalty: 5613.615723
	Iteration 67Q: 3 clusters Score -1.033562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -10335615.000000 Penalty: 5613.615723
	Iteration 68Q: 3 clusters Score -1.033562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -10335617.000000 Penalty: 5613.615723
	Iteration 69Q: 3 clusters Score -1.033562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -10335626.000000 Penalty: 5613.615723
	Iteration 70Q: 3 clusters Score -1.033563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -10335642.000000 Penalty: 5613.615723
	Iteration 71Q: 3 clusters Score -1.033564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -10335641.000000 Penalty: 5613.615723
	Iteration 72Q: 3 clusters Score -1.033564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -10335639.000000 Penalty: 5613.615723
	Iteration 73Q: 3 clusters Score -1.033564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -10335646.000000 Penalty: 5613.615723
	Iteration 74Q: 3 clusters Score -1.033565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -10335639.000000 Penalty: 5613.615723
	Iteration 75Q: 3 clusters Score -1.033564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -10335639.000000 Penalty: 5613.615723
	Iteration 76Q: 3 clusters Score -1.033564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -10335642.000000 Penalty: 5613.615723
	Iteration 77Q: 3 clusters Score -1.033564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -10335633.000000 Penalty: 5613.615723
	Iteration 78Q: 3 clusters Score -1.033563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -10335644.000000 Penalty: 5613.615723
	Iteration 79Q: 3 clusters Score -1.033564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -10335647.000000 Penalty: 5613.615723
	Iteration 80F: 3 clusters Score -1.033565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -10335651.000000 Penalty: 5613.615723
	Iteration 81Q: 3 clusters Score -1.033565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -10335629.000000 Penalty: 5613.615723
	Iteration 82Q: 3 clusters Score -1.033563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -10335639.000000 Penalty: 5613.615723
	Iteration 83Q: 3 clusters Score -1.033564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -10335627.000000 Penalty: 5613.615723
	Iteration 84Q: 3 clusters Score -1.033563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -10335618.000000 Penalty: 5613.615723
	Iteration 85Q: 3 clusters Score -1.033562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -10335621.000000 Penalty: 5613.615723
	Iteration 86Q: 3 clusters Score -1.033562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -10335643.000000 Penalty: 5613.615723
	Iteration 87Q: 3 clusters Score -1.033564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -10335639.000000 Penalty: 5613.615723
	Iteration 88Q: 3 clusters Score -1.033564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -10335648.000000 Penalty: 5613.615723
	Iteration 89Q: 3 clusters Score -1.033565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -10335679.000000 Penalty: 5613.615723
	Iteration 90Q: 3 clusters Score -1.033568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -10335674.000000 Penalty: 5613.615723
	Iteration 91Q: 3 clusters Score -1.033567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -10335683.000000 Penalty: 5613.615723
	Iteration 92Q: 3 clusters Score -1.033568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -10335679.000000 Penalty: 5613.615723
	Iteration 93Q: 3 clusters Score -1.033568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -10335667.000000 Penalty: 5613.615723
	Iteration 94Q: 3 clusters Score -1.033567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -10335678.000000 Penalty: 5613.615723
	Iteration 95Q: 3 clusters Score -1.033568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -10335689.000000 Penalty: 5613.615723
	Iteration 96Q: 3 clusters Score -1.033569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -10335666.000000 Penalty: 5613.615723
	Iteration 97Q: 3 clusters Score -1.033567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -10335682.000000 Penalty: 5613.615723
	Iteration 98Q: 3 clusters Score -1.033568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -10335679.000000 Penalty: 5613.615723
	Iteration 99Q: 3 clusters Score -1.033568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -10335668.000000 Penalty: 5613.615723
	Iteration 100F: 3 clusters Score -1.033567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -10335676.000000 Penalty: 5613.615723
	Iteration 101Q: 3 clusters Score -1.033568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -10335671.000000 Penalty: 5613.615723
	Iteration 102Q: 3 clusters Score -1.033567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -10335670.000000 Penalty: 5613.615723
	Iteration 103Q: 3 clusters Score -1.033567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -10335680.000000 Penalty: 5613.615723
	Iteration 104Q: 3 clusters Score -1.033568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -10335680.000000 Penalty: 5613.615723
	Iteration 105Q: 3 clusters Score -1.033568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -10335686.000000 Penalty: 5613.615723
	Iteration 106Q: 3 clusters Score -1.033569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -10335685.000000 Penalty: 5613.615723
	Iteration 107Q: 3 clusters Score -1.033568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -10335698.000000 Penalty: 5613.615723
	Iteration 108Q: 3 clusters Score -1.03357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -10335685.000000 Penalty: 5613.615723
	Iteration 109Q: 3 clusters Score -1.033568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -10335697.000000 Penalty: 5613.615723
	Iteration 110Q: 3 clusters Score -1.03357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -10335698.000000 Penalty: 5613.615723
	Iteration 111Q: 3 clusters Score -1.03357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -10335703.000000 Penalty: 5613.615723
	Iteration 112Q: 3 clusters Score -1.03357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -10335704.000000 Penalty: 5613.615723
	Iteration 113Q: 3 clusters Score -1.03357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -10335702.000000 Penalty: 5613.615723
	Iteration 114Q: 3 clusters Score -1.03357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -10335705.000000 Penalty: 5613.615723
	Iteration 115Q: 3 clusters Score -1.03357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -10335703.000000 Penalty: 5613.615723
	Iteration 116Q: 3 clusters Score -1.03357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -10335702.000000 Penalty: 5613.615723
	Iteration 117Q: 3 clusters Score -1.03357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -10335698.000000 Penalty: 5613.615723
	Iteration 118Q: 3 clusters Score -1.03357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -10335692.000000 Penalty: 5613.615723
	Iteration 119Q: 3 clusters Score -1.033569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -10335709.000000 Penalty: 5613.615723
	Iteration 120F: 3 clusters Score -1.033571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -10335705.000000 Penalty: 5613.615723
	Iteration 121Q: 3 clusters Score -1.03357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -10335692.000000 Penalty: 5613.615723
	Iteration 122Q: 3 clusters Score -1.033569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -10335695.000000 Penalty: 5613.615723
	Iteration 123Q: 3 clusters Score -1.03357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -10335701.000000 Penalty: 5613.615723
	Iteration 124Q: 3 clusters Score -1.03357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -10335696.000000 Penalty: 5613.615723
	Iteration 125Q: 3 clusters Score -1.03357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -10335699.000000 Penalty: 5613.615723
	Iteration 126Q: 3 clusters Score -1.03357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -10335709.000000 Penalty: 5613.615723
	Iteration 127Q: 3 clusters Score -1.033571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -10335710.000000 Penalty: 5613.615723
	Iteration 128Q: 3 clusters Score -1.033571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -10335710.000000 Penalty: 5613.615723
	Iteration 129F: 3 clusters Score -1.033571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 154395 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8435 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79762 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 160473 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 146962 members 
Mstep: Class 24 contains 82271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792000.000000 Penalty: 81311.140625
Iteration 479Q: 25 clusters Score -1.05792e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 154405 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79721 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 160410 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10698 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147057 members 
Mstep: Class 24 contains 82287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791992.000000 Penalty: 81311.140625
Iteration 480F: 25 clusters Score -1.05792e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 154398 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79686 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160358 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10688 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147174 members 
Mstep: Class 24 contains 82296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792016.000000 Penalty: 81311.140625
Iteration 481Q: 25 clusters Score -1.05792e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 154380 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8427 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79657 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160323 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10674 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147307 members 
Mstep: Class 24 contains 82293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792008.000000 Penalty: 81311.140625
Iteration 482Q: 25 clusters Score -1.05792e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 154327 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79635 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8340 members 
Mstep: Class 17 contains 160296 members 
Mstep: Class 18 contains 13002 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10663 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147422 members 
Mstep: Class 24 contains 82275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792048.000000 Penalty: 81311.140625
Iteration 483Q: 25 clusters Score -1.05792e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156105 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 14823 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 154307 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79605 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8350 members 
Mstep: Class 17 contains 160248 members 
Mstep: Class 18 contains 12998 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10654 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147522 members 
Mstep: Class 24 contains 82271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792064.000000 Penalty: 81311.140625
Iteration 484Q: 25 clusters Score -1.057921e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 14825 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 154280 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8411 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79577 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 160189 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10646 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147646 members 
Mstep: Class 24 contains 82275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792072.000000 Penalty: 81311.140625
Iteration 485Q: 25 clusters Score -1.057921e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 14829 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 154267 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8402 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79555 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8372 members 
Mstep: Class 17 contains 160128 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10630 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147735 members 
Mstep: Class 24 contains 82283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792168.000000 Penalty: 81311.140625
Iteration 486Q: 25 clusters Score -1.057922e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156106 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 5 contains 14827 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 154229 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 79536 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 160090 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10614 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147827 members 
Mstep: Class 24 contains 82294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792272.000000 Penalty: 81311.140625
Iteration 487Q: 25 clusters Score -1.057923e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156170 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 14830 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 154173 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 79521 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 160052 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10596 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147890 members 
Mstep: Class 24 contains 82305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792168.000000 Penalty: 81311.140625
Iteration 488Q: 25 clusters Score -1.057922e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10058 members 
Mstep: Class 5 contains 14837 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 154132 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 79501 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 159999 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10583 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 147962 members 
Mstep: Class 24 contains 82323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792048.000000 Penalty: 81311.140625
Iteration 489Q: 25 clusters Score -1.05792e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156232 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 154122 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79484 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8388 members 
Mstep: Class 17 contains 159936 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10567 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148018 members 
Mstep: Class 24 contains 82342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792040.000000 Penalty: 81311.140625
Iteration 490Q: 25 clusters Score -1.05792e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10044 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 154111 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8369 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79473 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8396 members 
Mstep: Class 17 contains 159906 members 
Mstep: Class 18 contains 12986 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10548 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148078 members 
Mstep: Class 24 contains 82342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792032.000000 Penalty: 81311.140625
Iteration 491Q: 25 clusters Score -1.05792e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10044 members 
Mstep: Class 5 contains 14873 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 154101 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 79462 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 159865 members 
Mstep: Class 18 contains 12979 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10525 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148130 members 
Mstep: Class 24 contains 82343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792016.000000 Penalty: 81311.140625
Iteration 492Q: 25 clusters Score -1.05792e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156320 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10045 members 
Mstep: Class 5 contains 14882 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 154060 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8354 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 79451 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8402 members 
Mstep: Class 17 contains 159825 members 
Mstep: Class 18 contains 12977 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10505 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148185 members 
Mstep: Class 24 contains 82358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791768.000000 Penalty: 81311.140625
Iteration 493Q: 25 clusters Score -1.057918e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156370 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10049 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 154049 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 79432 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 159769 members 
Mstep: Class 18 contains 12975 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10495 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148238 members 
Mstep: Class 24 contains 82363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792008.000000 Penalty: 81311.140625
Iteration 494Q: 25 clusters Score -1.05792e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 14879 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 154042 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79414 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8405 members 
Mstep: Class 17 contains 159707 members 
Mstep: Class 18 contains 12971 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10482 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148303 members 
Mstep: Class 24 contains 82364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791960.000000 Penalty: 81311.140625
Iteration 495Q: 25 clusters Score -1.05792e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 14878 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 154006 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8340 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79402 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8407 members 
Mstep: Class 17 contains 159664 members 
Mstep: Class 18 contains 12972 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10467 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148373 members 
Mstep: Class 24 contains 82361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791952.000000 Penalty: 81311.140625
Iteration 496Q: 25 clusters Score -1.05792e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 153984 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79386 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 159627 members 
Mstep: Class 18 contains 12972 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10455 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148447 members 
Mstep: Class 24 contains 82354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792032.000000 Penalty: 81311.140625
Iteration 497Q: 25 clusters Score -1.05792e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 153988 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79384 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8412 members 
Mstep: Class 17 contains 159582 members 
Mstep: Class 18 contains 12967 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10439 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148522 members 
Mstep: Class 24 contains 82348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791872.000000 Penalty: 81311.140625
Iteration 498Q: 25 clusters Score -1.057919e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10054 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 153998 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8328 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 79376 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8411 members 
Mstep: Class 17 contains 159529 members 
Mstep: Class 18 contains 12965 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10425 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148607 members 
Mstep: Class 24 contains 82356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792040.000000 Penalty: 81311.140625
Iteration 499Q: 25 clusters Score -1.05792e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 10055 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 153998 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 8325 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 79363 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 8414 members 
Mstep: Class 17 contains 159469 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 10413 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 148703 members 
Mstep: Class 24 contains 82361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792088.000000 Penalty: 81311.140625
Iteration 500F: 25 clusters Score -1.057921e+08 nChanged 741
Maximum iterations exceeded
--- Evaluating fit on full set of 2570882 points ---
Entering Unmasked Estep 
Score: -320435712.000000 Penalty: 87850.093750
22->25 Clusters: Score -320435712.000000, best is -320293472.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 856960 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 39081 members 
Mstep: Class 3 contains 38965 members 
Mstep: Class 4 contains 39053 members 
Mstep: Class 5 contains 38731 members 
Mstep: Class 6 contains 38845 members 
Mstep: Class 7 contains 38714 members 
Mstep: Class 8 contains 38962 members 
Mstep: Class 9 contains 38706 members 
Mstep: Class 10 contains 38942 members 
Mstep: Class 11 contains 39404 members 
Mstep: Class 12 contains 38892 members 
Mstep: Class 13 contains 38898 members 
Mstep: Class 14 contains 38899 members 
Mstep: Class 15 contains 39087 members 
Mstep: Class 16 contains 39086 members 
Mstep: Class 17 contains 38940 members 
Mstep: Class 18 contains 39557 members 
Mstep: Class 19 contains 38920 members 
Mstep: Class 20 contains 38892 members 
Mstep: Class 21 contains 38759 members 
Mstep: Class 22 contains 39012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 269.606720 but Gain 3387.960938
Score: -101996224.000000 Penalty: 71147.250000
Iteration 0F: 22 clusters Score -1.019962e+08 nChanged 815068
Entering Unmasked Mstep 
Mstep: Class 0 contains 2241 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 24480 members 
Mstep: Class 3 contains 16755 members 
Mstep: Class 4 contains 45530 members 
Mstep: Class 5 contains 14702 members 
Mstep: Class 6 contains 31236 members 
Mstep: Class 7 contains 12382 members 
Mstep: Class 8 contains 18393 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 50308 members 
Mstep: Class 11 contains 185058 members 
Mstep: Class 13 contains 16158 members 
Mstep: Class 14 contains 21267 members 
Mstep: Class 15 contains 19968 members 
Mstep: Class 16 contains 17279 members 
Mstep: Class 17 contains 48241 members 
Mstep: Class 18 contains 52403 members 
Mstep: Class 19 contains 6965 members 
Mstep: Class 20 contains 29113 members 
Mstep: Class 21 contains 12459 members 
Mstep: Class 22 contains 54075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104562432.000000 Penalty: 71147.250000
Iteration 1F: 22 clusters Score -1.045624e+08 nChanged 292297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2282 members 
Mstep: Class 1 contains 218539 members 
Mstep: Class 2 contains 17062 members 
Mstep: Class 3 contains 12207 members 
Mstep: Class 4 contains 54919 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 22453 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 17283 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 35909 members 
Mstep: Class 11 contains 265819 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 15213 members 
Mstep: Class 15 contains 13490 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 31439 members 
Mstep: Class 18 contains 38271 members 
Mstep: Class 19 contains 3107 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 46435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2174.992676 but Gain 3387.968750
Score: -104820904.000000 Penalty: 67759.281250
Iteration 2F: 21 clusters Score -1.048209e+08 nChanged 169443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1930 members 
Mstep: Class 1 contains 257836 members 
Mstep: Class 2 contains 13213 members 
Mstep: Class 3 contains 9151 members 
Mstep: Class 4 contains 71956 members 
Mstep: Class 5 contains 7346 members 
Mstep: Class 6 contains 17903 members 
Mstep: Class 8 contains 17517 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 25801 members 
Mstep: Class 11 contains 290067 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 11166 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 26096 members 
Mstep: Class 18 contains 25864 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 41827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1831.027100 but Gain 3387.960938
Score: -104984528.000000 Penalty: 64371.320312
Iteration 3F: 20 clusters Score -1.049845e+08 nChanged 112269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1245 members 
Mstep: Class 1 contains 280385 members 
Mstep: Class 2 contains 10891 members 
Mstep: Class 3 contains 7282 members 
Mstep: Class 4 contains 87072 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 14396 members 
Mstep: Class 8 contains 19514 members 
Mstep: Class 9 contains 5259 members 
Mstep: Class 10 contains 17120 members 
Mstep: Class 11 contains 299109 members 
Mstep: Class 14 contains 8227 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 6024 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 39886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2451.821777 but Gain 3387.964844
Score: -105117224.000000 Penalty: 60983.355469
Iteration 4F: 19 clusters Score -1.051172e+08 nChanged 90228
Entering Unmasked Mstep 
Mstep: Class 0 contains 811 members 
Mstep: Class 1 contains 291376 members 
Mstep: Class 2 contains 9529 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 99282 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 11789 members 
Mstep: Class 8 contains 23612 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 301700 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 7353 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 22 contains 40223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105223200.000000 Penalty: 60983.355469
Iteration 5F: 19 clusters Score -1.052232e+08 nChanged 75675
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 298942 members 
Mstep: Class 2 contains 8766 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 106115 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 8 contains 29098 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 295178 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 25680 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 2447 members 
Mstep: Class 22 contains 43784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3051.942871 but Gain 3387.964844
Score: -105313704.000000 Penalty: 57595.390625
Iteration 6F: 18 clusters Score -1.053137e+08 nChanged 74786
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 303231 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 6658 members 
Mstep: Class 4 contains 109667 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 8 contains 35219 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 284430 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 27131 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 22 contains 50624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2958.941162 but Gain 3387.960938
Score: -105365728.000000 Penalty: 54207.429688
Iteration 7F: 17 clusters Score -1.053657e+08 nChanged 75947
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 306561 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 109822 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 8 contains 41570 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 269085 members 
Mstep: Class 16 contains 5271 members 
Mstep: Class 17 contains 29090 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 22 contains 61155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2469.489258 but Gain 3387.964844
Score: -105420080.000000 Penalty: 50819.464844
Iteration 8F: 16 clusters Score -1.054201e+08 nChanged 70962
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 307192 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 107956 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 8 contains 47896 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 253986 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 31543 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 22 contains 73250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2700.717041 but Gain 3387.964844
Score: -105470056.000000 Penalty: 47431.500000
Iteration 9F: 15 clusters Score -1.054701e+08 nChanged 65248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305404 members 
Mstep: Class 2 contains 6890 members 
Mstep: Class 3 contains 10438 members 
Mstep: Class 4 contains 104657 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 8 contains 54427 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 239932 members 
Mstep: Class 16 contains 5379 members 
Mstep: Class 17 contains 34728 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 382 members 
Mstep: Class 22 contains 85400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105512368.000000 Penalty: 47431.500000
Iteration 10F: 15 clusters Score -1.055124e+08 nChanged 54505
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 300852 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 100871 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 8 contains 60396 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 226822 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 38550 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 322 members 
Mstep: Class 22 contains 97418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2977.275879 but Gain 3387.964844
Score: -105544696.000000 Penalty: 44043.535156
Iteration 11F: 14 clusters Score -1.055447e+08 nChanged 47799
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 295156 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 97364 members 
Mstep: Class 8 contains 66390 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 214803 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 43428 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 110586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105573152.000000 Penalty: 44043.535156
Iteration 12F: 14 clusters Score -1.055732e+08 nChanged 38206
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 286759 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 94067 members 
Mstep: Class 8 contains 71691 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 202564 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 48888 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 123478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105590912.000000 Penalty: 44043.535156
Iteration 13Q: 14 clusters Score -1.055909e+08 nChanged 35406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 276567 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 91060 members 
Mstep: Class 8 contains 76682 members 
Mstep: Class 10 contains 548 members 
Mstep: Class 11 contains 191049 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 17 contains 54868 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 137111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105609936.000000 Penalty: 44043.535156
Iteration 14Q: 14 clusters Score -1.056099e+08 nChanged 32546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265020 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 15783 members 
Mstep: Class 4 contains 88304 members 
Mstep: Class 8 contains 81096 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 181288 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 60749 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105625688.000000 Penalty: 44043.535156
Iteration 15Q: 14 clusters Score -1.056257e+08 nChanged 35415
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 250167 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 16474 members 
Mstep: Class 4 contains 85819 members 
Mstep: Class 8 contains 84994 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 171569 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 66499 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 168522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3006.193848 but Gain 3387.964844
Score: -105638256.000000 Penalty: 40655.570312
Iteration 16Q: 13 clusters Score -1.056383e+08 nChanged 45671
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 232151 members 
Mstep: Class 3 contains 17132 members 
Mstep: Class 4 contains 83512 members 
Mstep: Class 8 contains 88714 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 159924 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 72707 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 193797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105642560.000000 Penalty: 40655.570312
Iteration 17F: 13 clusters Score -1.056426e+08 nChanged 44737
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 215372 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 4 contains 81387 members 
Mstep: Class 8 contains 92891 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 148505 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 78797 members 
Mstep: Class 18 contains 2155 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 22 contains 213755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105638640.000000 Penalty: 40655.570312
Iteration 18F: 13 clusters Score -1.056386e+08 nChanged 39747
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 204772 members 
Mstep: Class 3 contains 18249 members 
Mstep: Class 4 contains 79353 members 
Mstep: Class 8 contains 97643 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 142813 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 84549 members 
Mstep: Class 18 contains 2171 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 221337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105639840.000000 Penalty: 40655.570312
Iteration 19Q: 13 clusters Score -1.056398e+08 nChanged 33369
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 198447 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 77585 members 
Mstep: Class 8 contains 102633 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 142584 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 89939 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 218951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105645112.000000 Penalty: 40655.570312
Iteration 20F: 13 clusters Score -1.056451e+08 nChanged 27291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 194189 members 
Mstep: Class 3 contains 19256 members 
Mstep: Class 4 contains 76027 members 
Mstep: Class 8 contains 107744 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 145560 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 95028 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 211209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105652848.000000 Penalty: 40655.570312
Iteration 21Q: 13 clusters Score -1.056528e+08 nChanged 23748
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 190366 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 74614 members 
Mstep: Class 8 contains 113037 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 150137 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 99928 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 201387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105660936.000000 Penalty: 40655.570312
Iteration 22Q: 13 clusters Score -1.056609e+08 nChanged 21754
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 3 contains 19854 members 
Mstep: Class 4 contains 73389 members 
Mstep: Class 8 contains 118382 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 155200 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 17 contains 104693 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 191225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105669376.000000 Penalty: 40655.570312
Iteration 23Q: 13 clusters Score -1.056694e+08 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 181812 members 
Mstep: Class 3 contains 19992 members 
Mstep: Class 4 contains 72356 members 
Mstep: Class 8 contains 123910 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 159794 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 109345 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 181985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105677040.000000 Penalty: 40655.570312
Iteration 24Q: 13 clusters Score -1.05677e+08 nChanged 20426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177269 members 
Mstep: Class 3 contains 20042 members 
Mstep: Class 4 contains 71466 members 
Mstep: Class 8 contains 129687 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 163010 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 113770 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 173982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105682032.000000 Penalty: 40655.570312
Iteration 25Q: 13 clusters Score -1.05682e+08 nChanged 19526
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 3 contains 20079 members 
Mstep: Class 4 contains 70684 members 
Mstep: Class 8 contains 135671 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 164403 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 117910 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 167542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105688128.000000 Penalty: 40655.570312
Iteration 26Q: 13 clusters Score -1.056881e+08 nChanged 18292
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 169277 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 69995 members 
Mstep: Class 8 contains 141661 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 163685 members 
Mstep: Class 16 contains 1927 members 
Mstep: Class 17 contains 121745 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 162853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105692856.000000 Penalty: 40655.570312
Iteration 27Q: 13 clusters Score -1.056929e+08 nChanged 16908
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 3 contains 20082 members 
Mstep: Class 4 contains 69456 members 
Mstep: Class 8 contains 147702 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 161407 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 125051 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 159561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105696984.000000 Penalty: 40655.570312
Iteration 28Q: 13 clusters Score -1.05697e+08 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 163282 members 
Mstep: Class 3 contains 20049 members 
Mstep: Class 4 contains 68994 members 
Mstep: Class 8 contains 154643 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 157401 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 128111 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 156875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105700144.000000 Penalty: 40655.570312
Iteration 29Q: 13 clusters Score -1.057001e+08 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 160925 members 
Mstep: Class 3 contains 19974 members 
Mstep: Class 4 contains 68603 members 
Mstep: Class 8 contains 162321 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 152285 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 130714 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 154561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702144.000000 Penalty: 40655.570312
Iteration 30Q: 13 clusters Score -1.057021e+08 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 3 contains 19894 members 
Mstep: Class 4 contains 68304 members 
Mstep: Class 8 contains 170319 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 146415 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 132988 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 152623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702176.000000 Penalty: 40655.570312
Iteration 31Q: 13 clusters Score -1.057022e+08 nChanged 21909
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 3 contains 19811 members 
Mstep: Class 4 contains 68022 members 
Mstep: Class 8 contains 176989 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 140614 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 135175 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 151487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105700344.000000 Penalty: 40655.570312
Iteration 32Q: 13 clusters Score -1.057003e+08 nChanged 22707
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 3 contains 19719 members 
Mstep: Class 4 contains 67803 members 
Mstep: Class 8 contains 180567 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135993 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 137272 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 151471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105699032.000000 Penalty: 40655.570312
Iteration 33Q: 13 clusters Score -1.05699e+08 nChanged 20270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 3 contains 19656 members 
Mstep: Class 4 contains 67626 members 
Mstep: Class 8 contains 180601 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133084 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 139209 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 152600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105699168.000000 Penalty: 40655.570312
Iteration 34Q: 13 clusters Score -1.056992e+08 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 3 contains 19600 members 
Mstep: Class 4 contains 67499 members 
Mstep: Class 8 contains 177743 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 131824 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 141121 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 154506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105700920.000000 Penalty: 40655.570312
Iteration 35Q: 13 clusters Score -1.057009e+08 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 157881 members 
Mstep: Class 3 contains 19481 members 
Mstep: Class 4 contains 67406 members 
Mstep: Class 8 contains 173473 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 131504 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 142942 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 156825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105703064.000000 Penalty: 40655.570312
Iteration 36Q: 13 clusters Score -1.057031e+08 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 67318 members 
Mstep: Class 8 contains 168875 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 131741 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 144679 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 158990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105704976.000000 Penalty: 40655.570312
Iteration 37Q: 13 clusters Score -1.05705e+08 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 3 contains 19293 members 
Mstep: Class 4 contains 67256 members 
Mstep: Class 8 contains 164660 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 132364 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 146321 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 160624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707048.000000 Penalty: 40655.570312
Iteration 38Q: 13 clusters Score -1.05707e+08 nChanged 9956
Entering ConstructFrom: 
Score: -105707048.000000 Penalty: 40655.570312
Entering ConstructFrom: 
Trying to split cluster 1 (159231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Entering Unmasked Estep 
Score: -19995658.000000 Penalty: 2970.571533
	Iteration 0F: 2 clusters Score -1.999566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -19890250.000000 Penalty: 5941.143066
	Iteration 0F: 3 clusters Score -1.989025e+07 nChanged 76191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -19935270.000000 Penalty: 5941.143066
	Iteration 1F: 3 clusters Score -1.993527e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -19937296.000000 Penalty: 5941.143066
	Iteration 2Q: 3 clusters Score -1.99373e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -19940808.000000 Penalty: 5941.143066
	Iteration 3Q: 3 clusters Score -1.994081e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -19946548.000000 Penalty: 5941.143066
	Iteration 4F: 3 clusters Score -1.994655e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -19955424.000000 Penalty: 5941.143066
	Iteration 5F: 3 clusters Score -1.995542e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115005 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -19966512.000000 Penalty: 5941.143066
	Iteration 6F: 3 clusters Score -1.996651e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122594 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -19977478.000000 Penalty: 5941.143066
	Iteration 7F: 3 clusters Score -1.997748e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -19984326.000000 Penalty: 5941.143066
	Iteration 8Q: 3 clusters Score -1.998433e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -19986778.000000 Penalty: 5941.143066
	Iteration 9Q: 3 clusters Score -1.998678e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -19987910.000000 Penalty: 5941.143066
	Iteration 10Q: 3 clusters Score -1.998791e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133549 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -19988774.000000 Penalty: 5941.143066
	Iteration 11Q: 3 clusters Score -1.998877e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135173 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -19989484.000000 Penalty: 5941.143066
	Iteration 12Q: 3 clusters Score -1.998948e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136596 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -19990014.000000 Penalty: 5941.143066
	Iteration 13Q: 3 clusters Score -1.999001e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137913 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -19990434.000000 Penalty: 5941.143066
	Iteration 14Q: 3 clusters Score -1.999043e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -19990776.000000 Penalty: 5941.143066
	Iteration 15Q: 3 clusters Score -1.999078e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -19991090.000000 Penalty: 5941.143066
	Iteration 16Q: 3 clusters Score -1.999109e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -19991380.000000 Penalty: 5941.143066
	Iteration 17Q: 3 clusters Score -1.999138e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -19991744.000000 Penalty: 5941.143066
	Iteration 18Q: 3 clusters Score -1.999174e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -19991908.000000 Penalty: 5941.143066
	Iteration 19Q: 3 clusters Score -1.999191e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -19992154.000000 Penalty: 5941.143066
	Iteration 20F: 3 clusters Score -1.999215e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -19992370.000000 Penalty: 5941.143066
	Iteration 21Q: 3 clusters Score -1.999237e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -19992588.000000 Penalty: 5941.143066
	Iteration 22Q: 3 clusters Score -1.999259e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147151 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -19992750.000000 Penalty: 5941.143066
	Iteration 23Q: 3 clusters Score -1.999275e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -19992910.000000 Penalty: 5941.143066
	Iteration 24Q: 3 clusters Score -1.999291e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -19993004.000000 Penalty: 5941.143066
	Iteration 25Q: 3 clusters Score -1.9993e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -19993166.000000 Penalty: 5941.143066
	Iteration 26Q: 3 clusters Score -1.999317e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149924 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -19993248.000000 Penalty: 5941.143066
	Iteration 27Q: 3 clusters Score -1.999325e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150514 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -19993274.000000 Penalty: 5941.143066
	Iteration 28Q: 3 clusters Score -1.999327e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -19993344.000000 Penalty: 5941.143066
	Iteration 29Q: 3 clusters Score -1.999334e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151553 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -19993436.000000 Penalty: 5941.143066
	Iteration 30Q: 3 clusters Score -1.999344e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152029 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -19993566.000000 Penalty: 5941.143066
	Iteration 31Q: 3 clusters Score -1.999357e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -19993590.000000 Penalty: 5941.143066
	Iteration 32Q: 3 clusters Score -1.999359e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -19993618.000000 Penalty: 5941.143066
	Iteration 33Q: 3 clusters Score -1.999362e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -19993700.000000 Penalty: 5941.143066
	Iteration 34Q: 3 clusters Score -1.99937e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153591 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -19993746.000000 Penalty: 5941.143066
	Iteration 35Q: 3 clusters Score -1.999375e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -19993762.000000 Penalty: 5941.143066
	Iteration 36Q: 3 clusters Score -1.999376e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -19993820.000000 Penalty: 5941.143066
	Iteration 37Q: 3 clusters Score -1.999382e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -19993864.000000 Penalty: 5941.143066
	Iteration 38Q: 3 clusters Score -1.999386e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -19993936.000000 Penalty: 5941.143066
	Iteration 39Q: 3 clusters Score -1.999394e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -19993932.000000 Penalty: 5941.143066
	Iteration 40F: 3 clusters Score -1.999393e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -19993974.000000 Penalty: 5941.143066
	Iteration 41Q: 3 clusters Score -1.999397e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -19994026.000000 Penalty: 5941.143066
	Iteration 42Q: 3 clusters Score -1.999403e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -19994036.000000 Penalty: 5941.143066
	Iteration 43Q: 3 clusters Score -1.999404e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155410 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -19994008.000000 Penalty: 5941.143066
	Iteration 44Q: 3 clusters Score -1.999401e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -19993978.000000 Penalty: 5941.143066
	Iteration 45Q: 3 clusters Score -1.999398e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -19993966.000000 Penalty: 5941.143066
	Iteration 46Q: 3 clusters Score -1.999397e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -19993954.000000 Penalty: 5941.143066
	Iteration 47Q: 3 clusters Score -1.999395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155687 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -19993928.000000 Penalty: 5941.143066
	Iteration 48Q: 3 clusters Score -1.999393e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -19993932.000000 Penalty: 5941.143066
	Iteration 49Q: 3 clusters Score -1.999393e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155769 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -19993928.000000 Penalty: 5941.143066
	Iteration 50Q: 3 clusters Score -1.999393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -19993924.000000 Penalty: 5941.143066
	Iteration 51Q: 3 clusters Score -1.999392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -19993912.000000 Penalty: 5941.143066
	Iteration 52Q: 3 clusters Score -1.999391e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19993890.000000 Penalty: 5941.143066
	Iteration 53Q: 3 clusters Score -1.999389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -19993878.000000 Penalty: 5941.143066
	Iteration 54Q: 3 clusters Score -1.999388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -19993848.000000 Penalty: 5941.143066
	Iteration 55Q: 3 clusters Score -1.999385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19993894.000000 Penalty: 5941.143066
	Iteration 56Q: 3 clusters Score -1.999389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -19993888.000000 Penalty: 5941.143066
	Iteration 57Q: 3 clusters Score -1.999389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -19993892.000000 Penalty: 5941.143066
	Iteration 58Q: 3 clusters Score -1.999389e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156086 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -19993926.000000 Penalty: 5941.143066
	Iteration 59Q: 3 clusters Score -1.999393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -19993918.000000 Penalty: 5941.143066
	Iteration 60F: 3 clusters Score -1.999392e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -19993924.000000 Penalty: 5941.143066
	Iteration 61Q: 3 clusters Score -1.999392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -19993896.000000 Penalty: 5941.143066
	Iteration 62Q: 3 clusters Score -1.99939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -19993904.000000 Penalty: 5941.143066
	Iteration 63Q: 3 clusters Score -1.99939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19993912.000000 Penalty: 5941.143066
	Iteration 64Q: 3 clusters Score -1.999391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156254 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -19993892.000000 Penalty: 5941.143066
	Iteration 65Q: 3 clusters Score -1.999389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -19993892.000000 Penalty: 5941.143066
	Iteration 66Q: 3 clusters Score -1.999389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -19993898.000000 Penalty: 5941.143066
	Iteration 67Q: 3 clusters Score -1.99939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -19993880.000000 Penalty: 5941.143066
	Iteration 68Q: 3 clusters Score -1.999388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156309 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -19993892.000000 Penalty: 5941.143066
	Iteration 69Q: 3 clusters Score -1.999389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -19993904.000000 Penalty: 5941.143066
	Iteration 70Q: 3 clusters Score -1.99939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -19993892.000000 Penalty: 5941.143066
	Iteration 71Q: 3 clusters Score -1.999389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -19993904.000000 Penalty: 5941.143066
	Iteration 72Q: 3 clusters Score -1.99939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -19993906.000000 Penalty: 5941.143066
	Iteration 73Q: 3 clusters Score -1.999391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -19993902.000000 Penalty: 5941.143066
	Iteration 74Q: 3 clusters Score -1.99939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -19993884.000000 Penalty: 5941.143066
	Iteration 75Q: 3 clusters Score -1.999388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -19993882.000000 Penalty: 5941.143066
	Iteration 76Q: 3 clusters Score -1.999388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -19993896.000000 Penalty: 5941.143066
	Iteration 77Q: 3 clusters Score -1.99939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -19993904.000000 Penalty: 5941.143066
	Iteration 78Q: 3 clusters Score -1.99939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156366 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -19993912.000000 Penalty: 5941.143066
	Iteration 79Q: 3 clusters Score -1.999391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -19993912.000000 Penalty: 5941.143066
	Iteration 80F: 3 clusters Score -1.999391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -19993902.000000 Penalty: 5941.143066
	Iteration 81Q: 3 clusters Score -1.99939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -19993910.000000 Penalty: 5941.143066
	Iteration 82Q: 3 clusters Score -1.999391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -19993910.000000 Penalty: 5941.143066
	Iteration 83F: 3 clusters Score -1.999391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Entering Unmasked Estep 
Score: -2441460.500000 Penalty: 2446.031494
	Iteration 0F: 2 clusters Score -2441460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2427940.500000 Penalty: 4892.062988
	Iteration 0F: 3 clusters Score -2427940 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2432296.250000 Penalty: 4892.062988
	Iteration 1F: 3 clusters Score -2432296 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2432668.250000 Penalty: 4892.062988
	Iteration 2F: 3 clusters Score -2432668 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2433017.000000 Penalty: 4892.062988
	Iteration 3Q: 3 clusters Score -2433017 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2433391.750000 Penalty: 4892.062988
	Iteration 4Q: 3 clusters Score -2433392 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2433804.250000 Penalty: 4892.062988
	Iteration 5Q: 3 clusters Score -2433804 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2434249.250000 Penalty: 4892.062988
	Iteration 6Q: 3 clusters Score -2434249 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2434709.250000 Penalty: 4892.062988
	Iteration 7Q: 3 clusters Score -2434709 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2435166.000000 Penalty: 4892.062988
	Iteration 8Q: 3 clusters Score -2435166 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2435606.000000 Penalty: 4892.062988
	Iteration 9Q: 3 clusters Score -2435606 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2436119.000000 Penalty: 4892.062988
	Iteration 10Q: 3 clusters Score -2436119 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2436695.000000 Penalty: 4892.062988
	Iteration 11Q: 3 clusters Score -2436695 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2437371.500000 Penalty: 4892.062988
	Iteration 12Q: 3 clusters Score -2437372 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2437927.250000 Penalty: 4892.062988
	Iteration 13Q: 3 clusters Score -2437927 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2438307.250000 Penalty: 4892.062988
	Iteration 14Q: 3 clusters Score -2438307 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2438595.500000 Penalty: 4892.062988
	Iteration 15Q: 3 clusters Score -2438596 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2438798.250000 Penalty: 4892.062988
	Iteration 16Q: 3 clusters Score -2438798 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2438928.500000 Penalty: 4892.062988
	Iteration 17Q: 3 clusters Score -2438928 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2439031.500000 Penalty: 4892.062988
	Iteration 18Q: 3 clusters Score -2439032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2439111.750000 Penalty: 4892.062988
	Iteration 19Q: 3 clusters Score -2439112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2439199.250000 Penalty: 4892.062988
	Iteration 20F: 3 clusters Score -2439199 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2439274.250000 Penalty: 4892.062988
	Iteration 21Q: 3 clusters Score -2439274 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2439344.500000 Penalty: 4892.062988
	Iteration 22Q: 3 clusters Score -2439344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2439400.500000 Penalty: 4892.062988
	Iteration 23Q: 3 clusters Score -2439400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2439463.750000 Penalty: 4892.062988
	Iteration 24Q: 3 clusters Score -2439464 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2439519.250000 Penalty: 4892.062988
	Iteration 25Q: 3 clusters Score -2439519 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2439587.750000 Penalty: 4892.062988
	Iteration 26Q: 3 clusters Score -2439588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2439646.000000 Penalty: 4892.062988
	Iteration 27Q: 3 clusters Score -2439646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2439698.000000 Penalty: 4892.062988
	Iteration 28Q: 3 clusters Score -2439698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2439750.750000 Penalty: 4892.062988
	Iteration 29Q: 3 clusters Score -2439751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2439797.750000 Penalty: 4892.062988
	Iteration 30Q: 3 clusters Score -2439798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2439829.000000 Penalty: 4892.062988
	Iteration 31Q: 3 clusters Score -2439829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2439873.500000 Penalty: 4892.062988
	Iteration 32Q: 3 clusters Score -2439874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2439910.750000 Penalty: 4892.062988
	Iteration 33Q: 3 clusters Score -2439911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2439939.500000 Penalty: 4892.062988
	Iteration 34Q: 3 clusters Score -2439940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2439957.000000 Penalty: 4892.062988
	Iteration 35Q: 3 clusters Score -2439957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2439968.250000 Penalty: 4892.062988
	Iteration 36Q: 3 clusters Score -2439968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2439976.750000 Penalty: 4892.062988
	Iteration 37Q: 3 clusters Score -2439977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2439986.000000 Penalty: 4892.062988
	Iteration 38Q: 3 clusters Score -2439986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2439991.000000 Penalty: 4892.062988
	Iteration 39Q: 3 clusters Score -2439991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2440003.500000 Penalty: 4892.062988
	Iteration 40F: 3 clusters Score -2440004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2440004.250000 Penalty: 4892.062988
	Iteration 41Q: 3 clusters Score -2440004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2440014.750000 Penalty: 4892.062988
	Iteration 42Q: 3 clusters Score -2440015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2440020.500000 Penalty: 4892.062988
	Iteration 43Q: 3 clusters Score -2440020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2440028.750000 Penalty: 4892.062988
	Iteration 44Q: 3 clusters Score -2440029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2440029.500000 Penalty: 4892.062988
	Iteration 45Q: 3 clusters Score -2440030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2440039.750000 Penalty: 4892.062988
	Iteration 46Q: 3 clusters Score -2440040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2440041.750000 Penalty: 4892.062988
	Iteration 47Q: 3 clusters Score -2440042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2440041.500000 Penalty: 4892.062988
	Iteration 48Q: 3 clusters Score -2440042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2440045.750000 Penalty: 4892.062988
	Iteration 49Q: 3 clusters Score -2440046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2440048.750000 Penalty: 4892.062988
	Iteration 50Q: 3 clusters Score -2440049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2440057.250000 Penalty: 4892.062988
	Iteration 51Q: 3 clusters Score -2440057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2440065.750000 Penalty: 4892.062988
	Iteration 52Q: 3 clusters Score -2440066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2440076.000000 Penalty: 4892.062988
	Iteration 53Q: 3 clusters Score -2440076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2440080.250000 Penalty: 4892.062988
	Iteration 54Q: 3 clusters Score -2440080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2440083.750000 Penalty: 4892.062988
	Iteration 55Q: 3 clusters Score -2440084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2440084.750000 Penalty: 4892.062988
	Iteration 56Q: 3 clusters Score -2440085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2440083.250000 Penalty: 4892.062988
	Iteration 57Q: 3 clusters Score -2440083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2440084.000000 Penalty: 4892.062988
	Iteration 58Q: 3 clusters Score -2440084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2440079.500000 Penalty: 4892.062988
	Iteration 59Q: 3 clusters Score -2440080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2440078.750000 Penalty: 4892.062988
	Iteration 60F: 3 clusters Score -2440079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2440080.750000 Penalty: 4892.062988
	Iteration 61Q: 3 clusters Score -2440081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2440087.000000 Penalty: 4892.062988
	Iteration 62Q: 3 clusters Score -2440087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2440088.250000 Penalty: 4892.062988
	Iteration 63Q: 3 clusters Score -2440088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2440092.000000 Penalty: 4892.062988
	Iteration 64Q: 3 clusters Score -2440092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2440094.000000 Penalty: 4892.062988
	Iteration 65Q: 3 clusters Score -2440094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2440094.000000 Penalty: 4892.062988
	Iteration 66F: 3 clusters Score -2440094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Entering Unmasked Estep 
Score: -8127474.500000 Penalty: 2756.637207
	Iteration 0F: 2 clusters Score -8127474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -8082383.000000 Penalty: 5513.274414
	Iteration 0F: 3 clusters Score -8082383 nChanged 31462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -8100233.500000 Penalty: 5513.274414
	Iteration 1F: 3 clusters Score -8100234 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -8100941.500000 Penalty: 5513.274414
	Iteration 2Q: 3 clusters Score -8100942 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -8101874.000000 Penalty: 5513.274414
	Iteration 3Q: 3 clusters Score -8101874 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -8103427.000000 Penalty: 5513.274414
	Iteration 4Q: 3 clusters Score -8103427 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -8106728.000000 Penalty: 5513.274414
	Iteration 5F: 3 clusters Score -8106728 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -8111555.000000 Penalty: 5513.274414
	Iteration 6F: 3 clusters Score -8111555 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -8116812.500000 Penalty: 5513.274414
	Iteration 7F: 3 clusters Score -8116812 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8121303.000000 Penalty: 5513.274414
	Iteration 8F: 3 clusters Score -8121303 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -8124497.000000 Penalty: 5513.274414
	Iteration 9F: 3 clusters Score -8124497 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -8126806.500000 Penalty: 5513.274414
	Iteration 10Q: 3 clusters Score -8126806 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -8129229.000000 Penalty: 5513.274414
	Iteration 11Q: 3 clusters Score -8129229 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -8131064.500000 Penalty: 5513.274414
	Iteration 12Q: 3 clusters Score -8131064 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -8131667.500000 Penalty: 5513.274414
	Iteration 13Q: 3 clusters Score -8131668 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -8131918.000000 Penalty: 5513.274414
	Iteration 14Q: 3 clusters Score -8131918 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8132035.500000 Penalty: 5513.274414
	Iteration 15Q: 3 clusters Score -8132036 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8132082.000000 Penalty: 5513.274414
	Iteration 16Q: 3 clusters Score -8132082 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8132123.000000 Penalty: 5513.274414
	Iteration 17Q: 3 clusters Score -8132123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8132157.500000 Penalty: 5513.274414
	Iteration 18Q: 3 clusters Score -8132158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8132191.500000 Penalty: 5513.274414
	Iteration 19Q: 3 clusters Score -8132192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8132186.500000 Penalty: 5513.274414
	Iteration 20F: 3 clusters Score -8132186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8132182.500000 Penalty: 5513.274414
	Iteration 21Q: 3 clusters Score -8132182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8132201.000000 Penalty: 5513.274414
	Iteration 22Q: 3 clusters Score -8132201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -8132198.500000 Penalty: 5513.274414
	Iteration 23Q: 3 clusters Score -8132198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8132194.500000 Penalty: 5513.274414
	Iteration 24Q: 3 clusters Score -8132194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -8132220.500000 Penalty: 5513.274414
	Iteration 25Q: 3 clusters Score -8132220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -8132223.500000 Penalty: 5513.274414
	Iteration 26Q: 3 clusters Score -8132224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8132227.500000 Penalty: 5513.274414
	Iteration 27Q: 3 clusters Score -8132228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8132225.500000 Penalty: 5513.274414
	Iteration 28Q: 3 clusters Score -8132226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8132231.000000 Penalty: 5513.274414
	Iteration 29Q: 3 clusters Score -8132231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -8132231.000000 Penalty: 5513.274414
	Iteration 30Q: 3 clusters Score -8132231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8132241.500000 Penalty: 5513.274414
	Iteration 31Q: 3 clusters Score -8132242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8132246.000000 Penalty: 5513.274414
	Iteration 32Q: 3 clusters Score -8132246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8132251.000000 Penalty: 5513.274414
	Iteration 33Q: 3 clusters Score -8132251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8132248.500000 Penalty: 5513.274414
	Iteration 34Q: 3 clusters Score -8132248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8132236.000000 Penalty: 5513.274414
	Iteration 35Q: 3 clusters Score -8132236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8132242.000000 Penalty: 5513.274414
	Iteration 36Q: 3 clusters Score -8132242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8132248.000000 Penalty: 5513.274414
	Iteration 37Q: 3 clusters Score -8132248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8132248.000000 Penalty: 5513.274414
	Iteration 38F: 3 clusters Score -8132248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 63038 members 
Mstep: Class 8 contains 161139 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133187 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 147843 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 161713 members 
Entering Unmasked Estep 
Score: -105712376.000000 Penalty: 44043.535156
Splitting cluster 4 changes total score from -105707048.000000 to -105712376.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (161139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161139 members 
Entering Unmasked Estep 
Score: -20241238.000000 Penalty: 2973.525635
	Iteration 0F: 2 clusters Score -2.024124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -20137842.000000 Penalty: 5947.051270
	Iteration 0F: 3 clusters Score -2.013784e+07 nChanged 77287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -20183432.000000 Penalty: 5947.051270
	Iteration 1F: 3 clusters Score -2.018343e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -20184528.000000 Penalty: 5947.051270
	Iteration 2Q: 3 clusters Score -2.018453e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -20185990.000000 Penalty: 5947.051270
	Iteration 3Q: 3 clusters Score -2.018599e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -20187994.000000 Penalty: 5947.051270
	Iteration 4Q: 3 clusters Score -2.018799e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -20190796.000000 Penalty: 5947.051270
	Iteration 5Q: 3 clusters Score -2.01908e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -20194478.000000 Penalty: 5947.051270
	Iteration 6Q: 3 clusters Score -2.019448e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -20199532.000000 Penalty: 5947.051270
	Iteration 7F: 3 clusters Score -2.019953e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -20205744.000000 Penalty: 5947.051270
	Iteration 8F: 3 clusters Score -2.020574e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -20211604.000000 Penalty: 5947.051270
	Iteration 9F: 3 clusters Score -2.02116e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -20217406.000000 Penalty: 5947.051270
	Iteration 10F: 3 clusters Score -2.021741e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -20221172.000000 Penalty: 5947.051270
	Iteration 11Q: 3 clusters Score -2.022117e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -20223208.000000 Penalty: 5947.051270
	Iteration 12Q: 3 clusters Score -2.022321e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -20224292.000000 Penalty: 5947.051270
	Iteration 13Q: 3 clusters Score -2.022429e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -20224796.000000 Penalty: 5947.051270
	Iteration 14Q: 3 clusters Score -2.02248e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -20225314.000000 Penalty: 5947.051270
	Iteration 15Q: 3 clusters Score -2.022531e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -20225676.000000 Penalty: 5947.051270
	Iteration 16Q: 3 clusters Score -2.022568e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -20226122.000000 Penalty: 5947.051270
	Iteration 17Q: 3 clusters Score -2.022612e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -20226490.000000 Penalty: 5947.051270
	Iteration 18Q: 3 clusters Score -2.022649e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -20226936.000000 Penalty: 5947.051270
	Iteration 19Q: 3 clusters Score -2.022694e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -20227346.000000 Penalty: 5947.051270
	Iteration 20F: 3 clusters Score -2.022735e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -20227904.000000 Penalty: 5947.051270
	Iteration 21Q: 3 clusters Score -2.02279e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -20228414.000000 Penalty: 5947.051270
	Iteration 22Q: 3 clusters Score -2.022841e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -20228952.000000 Penalty: 5947.051270
	Iteration 23Q: 3 clusters Score -2.022895e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -20229540.000000 Penalty: 5947.051270
	Iteration 24Q: 3 clusters Score -2.022954e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -20230252.000000 Penalty: 5947.051270
	Iteration 25Q: 3 clusters Score -2.023025e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -20231178.000000 Penalty: 5947.051270
	Iteration 26Q: 3 clusters Score -2.023118e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115360 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -20232016.000000 Penalty: 5947.051270
	Iteration 27Q: 3 clusters Score -2.023202e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117941 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -20232822.000000 Penalty: 5947.051270
	Iteration 28Q: 3 clusters Score -2.023282e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -20233768.000000 Penalty: 5947.051270
	Iteration 29Q: 3 clusters Score -2.023377e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -20234678.000000 Penalty: 5947.051270
	Iteration 30Q: 3 clusters Score -2.023468e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125516 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -20235502.000000 Penalty: 5947.051270
	Iteration 31Q: 3 clusters Score -2.02355e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -20236256.000000 Penalty: 5947.051270
	Iteration 32Q: 3 clusters Score -2.023626e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130015 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -20237140.000000 Penalty: 5947.051270
	Iteration 33Q: 3 clusters Score -2.023714e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -20237944.000000 Penalty: 5947.051270
	Iteration 34Q: 3 clusters Score -2.023794e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134237 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -20238614.000000 Penalty: 5947.051270
	Iteration 35Q: 3 clusters Score -2.023861e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136198 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -20239308.000000 Penalty: 5947.051270
	Iteration 36Q: 3 clusters Score -2.023931e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -20239840.000000 Penalty: 5947.051270
	Iteration 37Q: 3 clusters Score -2.023984e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139724 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -20240404.000000 Penalty: 5947.051270
	Iteration 38Q: 3 clusters Score -2.02404e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -20240916.000000 Penalty: 5947.051270
	Iteration 39Q: 3 clusters Score -2.024092e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -20241400.000000 Penalty: 5947.051270
	Iteration 40F: 3 clusters Score -2.02414e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -20241792.000000 Penalty: 5947.051270
	Iteration 41Q: 3 clusters Score -2.024179e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145556 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -20242116.000000 Penalty: 5947.051270
	Iteration 42Q: 3 clusters Score -2.024212e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -20242376.000000 Penalty: 5947.051270
	Iteration 43Q: 3 clusters Score -2.024238e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -20242552.000000 Penalty: 5947.051270
	Iteration 44Q: 3 clusters Score -2.024255e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149007 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -20242660.000000 Penalty: 5947.051270
	Iteration 45Q: 3 clusters Score -2.024266e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149950 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -20242788.000000 Penalty: 5947.051270
	Iteration 46Q: 3 clusters Score -2.024279e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -20242870.000000 Penalty: 5947.051270
	Iteration 47Q: 3 clusters Score -2.024287e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -20242878.000000 Penalty: 5947.051270
	Iteration 48Q: 3 clusters Score -2.024288e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -20242862.000000 Penalty: 5947.051270
	Iteration 49Q: 3 clusters Score -2.024286e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -20242810.000000 Penalty: 5947.051270
	Iteration 50Q: 3 clusters Score -2.024281e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -20242796.000000 Penalty: 5947.051270
	Iteration 51Q: 3 clusters Score -2.02428e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -20242688.000000 Penalty: 5947.051270
	Iteration 52Q: 3 clusters Score -2.024269e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154178 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -20242662.000000 Penalty: 5947.051270
	Iteration 53Q: 3 clusters Score -2.024266e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154543 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -20242612.000000 Penalty: 5947.051270
	Iteration 54Q: 3 clusters Score -2.024261e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -20242582.000000 Penalty: 5947.051270
	Iteration 55Q: 3 clusters Score -2.024258e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -20242560.000000 Penalty: 5947.051270
	Iteration 56Q: 3 clusters Score -2.024256e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -20242516.000000 Penalty: 5947.051270
	Iteration 57Q: 3 clusters Score -2.024252e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155627 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -20242490.000000 Penalty: 5947.051270
	Iteration 58Q: 3 clusters Score -2.024249e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -20242438.000000 Penalty: 5947.051270
	Iteration 59Q: 3 clusters Score -2.024244e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -20242428.000000 Penalty: 5947.051270
	Iteration 60F: 3 clusters Score -2.024243e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -20242378.000000 Penalty: 5947.051270
	Iteration 61Q: 3 clusters Score -2.024238e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -20242346.000000 Penalty: 5947.051270
	Iteration 62Q: 3 clusters Score -2.024235e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -20242324.000000 Penalty: 5947.051270
	Iteration 63Q: 3 clusters Score -2.024232e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -20242282.000000 Penalty: 5947.051270
	Iteration 64Q: 3 clusters Score -2.024228e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -20242240.000000 Penalty: 5947.051270
	Iteration 65Q: 3 clusters Score -2.024224e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156637 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -20242262.000000 Penalty: 5947.051270
	Iteration 66Q: 3 clusters Score -2.024226e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -20242248.000000 Penalty: 5947.051270
	Iteration 67Q: 3 clusters Score -2.024225e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -20242240.000000 Penalty: 5947.051270
	Iteration 68Q: 3 clusters Score -2.024224e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -20242218.000000 Penalty: 5947.051270
	Iteration 69Q: 3 clusters Score -2.024222e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -20242166.000000 Penalty: 5947.051270
	Iteration 70Q: 3 clusters Score -2.024217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -20242158.000000 Penalty: 5947.051270
	Iteration 71Q: 3 clusters Score -2.024216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -20242150.000000 Penalty: 5947.051270
	Iteration 72Q: 3 clusters Score -2.024215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157080 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -20242152.000000 Penalty: 5947.051270
	Iteration 73Q: 3 clusters Score -2.024215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157109 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -20242134.000000 Penalty: 5947.051270
	Iteration 74Q: 3 clusters Score -2.024213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -20242142.000000 Penalty: 5947.051270
	Iteration 75Q: 3 clusters Score -2.024214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -20242158.000000 Penalty: 5947.051270
	Iteration 76Q: 3 clusters Score -2.024216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157199 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -20242162.000000 Penalty: 5947.051270
	Iteration 77Q: 3 clusters Score -2.024216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -20242168.000000 Penalty: 5947.051270
	Iteration 78Q: 3 clusters Score -2.024217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157251 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -20242180.000000 Penalty: 5947.051270
	Iteration 79Q: 3 clusters Score -2.024218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -20242182.000000 Penalty: 5947.051270
	Iteration 80F: 3 clusters Score -2.024218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -20242184.000000 Penalty: 5947.051270
	Iteration 81Q: 3 clusters Score -2.024218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -20242172.000000 Penalty: 5947.051270
	Iteration 82Q: 3 clusters Score -2.024217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -20242178.000000 Penalty: 5947.051270
	Iteration 83Q: 3 clusters Score -2.024218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -20242162.000000 Penalty: 5947.051270
	Iteration 84Q: 3 clusters Score -2.024216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -20242142.000000 Penalty: 5947.051270
	Iteration 85Q: 3 clusters Score -2.024214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157361 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -20242148.000000 Penalty: 5947.051270
	Iteration 86Q: 3 clusters Score -2.024215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -20242160.000000 Penalty: 5947.051270
	Iteration 87Q: 3 clusters Score -2.024216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -20242152.000000 Penalty: 5947.051270
	Iteration 88Q: 3 clusters Score -2.024215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20242138.000000 Penalty: 5947.051270
	Iteration 89Q: 3 clusters Score -2.024214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -20242144.000000 Penalty: 5947.051270
	Iteration 90Q: 3 clusters Score -2.024214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20242150.000000 Penalty: 5947.051270
	Iteration 91Q: 3 clusters Score -2.024215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -20242140.000000 Penalty: 5947.051270
	Iteration 92Q: 3 clusters Score -2.024214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -20242138.000000 Penalty: 5947.051270
	Iteration 93Q: 3 clusters Score -2.024214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -20242126.000000 Penalty: 5947.051270
	Iteration 94Q: 3 clusters Score -2.024213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -20242126.000000 Penalty: 5947.051270
	Iteration 95F: 3 clusters Score -2.024213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 63038 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 8 contains 157434 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133187 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 147843 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 161713 members 
Entering Unmasked Estep 
Score: -105712376.000000 Penalty: 47431.500000
Splitting cluster 8 changes total score from -105707048.000000 to -105712376.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 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 258 members 
Entering Unmasked Estep 
Score: -65576.968750 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65576.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65755.851562 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65755.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65802.070312 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65802.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65824.843750 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65824.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65840.539062 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65840.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65845.421875 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65845.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65848.554688 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65848.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65848.554688 Penalty: 3127.006592
	Iteration 7F: 3 clusters Score -65848.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (133187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133187 members 
Entering Unmasked Estep 
Score: -16830284.000000 Penalty: 2926.278320
	Iteration 0F: 2 clusters Score -1.683028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -16741320.000000 Penalty: 5852.556641
	Iteration 0F: 3 clusters Score -1.674132e+07 nChanged 63481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -16778250.000000 Penalty: 5852.556641
	Iteration 1F: 3 clusters Score -1.677825e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -16779692.000000 Penalty: 5852.556641
	Iteration 2Q: 3 clusters Score -1.677969e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -16781536.000000 Penalty: 5852.556641
	Iteration 3Q: 3 clusters Score -1.678154e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -16784314.000000 Penalty: 5852.556641
	Iteration 4Q: 3 clusters Score -1.678431e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -16789084.000000 Penalty: 5852.556641
	Iteration 5F: 3 clusters Score -1.678908e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -16796080.000000 Penalty: 5852.556641
	Iteration 6F: 3 clusters Score -1.679608e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -16804786.000000 Penalty: 5852.556641
	Iteration 7F: 3 clusters Score -1.680479e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112413 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -16812910.000000 Penalty: 5852.556641
	Iteration 8F: 3 clusters Score -1.681291e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118129 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -16818310.000000 Penalty: 5852.556641
	Iteration 9Q: 3 clusters Score -1.681831e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121837 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -16821614.000000 Penalty: 5852.556641
	Iteration 10Q: 3 clusters Score -1.682161e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -16823470.000000 Penalty: 5852.556641
	Iteration 11Q: 3 clusters Score -1.682347e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -16824746.000000 Penalty: 5852.556641
	Iteration 12Q: 3 clusters Score -1.682475e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -16825692.000000 Penalty: 5852.556641
	Iteration 13Q: 3 clusters Score -1.682569e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -16826426.000000 Penalty: 5852.556641
	Iteration 14Q: 3 clusters Score -1.682643e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -16826914.000000 Penalty: 5852.556641
	Iteration 15Q: 3 clusters Score -1.682691e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130277 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -16827268.000000 Penalty: 5852.556641
	Iteration 16Q: 3 clusters Score -1.682727e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -16827530.000000 Penalty: 5852.556641
	Iteration 17Q: 3 clusters Score -1.682753e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16827770.000000 Penalty: 5852.556641
	Iteration 18Q: 3 clusters Score -1.682777e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131356 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -16827946.000000 Penalty: 5852.556641
	Iteration 19Q: 3 clusters Score -1.682795e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16828052.000000 Penalty: 5852.556641
	Iteration 20F: 3 clusters Score -1.682805e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131680 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16828182.000000 Penalty: 5852.556641
	Iteration 21Q: 3 clusters Score -1.682818e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16828330.000000 Penalty: 5852.556641
	Iteration 22Q: 3 clusters Score -1.682833e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131836 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16828494.000000 Penalty: 5852.556641
	Iteration 23Q: 3 clusters Score -1.682849e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16828594.000000 Penalty: 5852.556641
	Iteration 24Q: 3 clusters Score -1.682859e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131916 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16828678.000000 Penalty: 5852.556641
	Iteration 25Q: 3 clusters Score -1.682868e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16828722.000000 Penalty: 5852.556641
	Iteration 26Q: 3 clusters Score -1.682872e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16828760.000000 Penalty: 5852.556641
	Iteration 27Q: 3 clusters Score -1.682876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16828770.000000 Penalty: 5852.556641
	Iteration 28Q: 3 clusters Score -1.682877e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16828798.000000 Penalty: 5852.556641
	Iteration 29Q: 3 clusters Score -1.68288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132077 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16828818.000000 Penalty: 5852.556641
	Iteration 30Q: 3 clusters Score -1.682882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132087 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16828796.000000 Penalty: 5852.556641
	Iteration 31Q: 3 clusters Score -1.68288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16828798.000000 Penalty: 5852.556641
	Iteration 32Q: 3 clusters Score -1.68288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16828810.000000 Penalty: 5852.556641
	Iteration 33Q: 3 clusters Score -1.682881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132115 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -16828824.000000 Penalty: 5852.556641
	Iteration 34Q: 3 clusters Score -1.682882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16828824.000000 Penalty: 5852.556641
	Iteration 35Q: 3 clusters Score -1.682882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132128 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16828826.000000 Penalty: 5852.556641
	Iteration 36Q: 3 clusters Score -1.682883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16828828.000000 Penalty: 5852.556641
	Iteration 37Q: 3 clusters Score -1.682883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132143 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16828830.000000 Penalty: 5852.556641
	Iteration 38Q: 3 clusters Score -1.682883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132146 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16828854.000000 Penalty: 5852.556641
	Iteration 39Q: 3 clusters Score -1.682885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132146 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16828990.000000 Penalty: 5852.556641
	Iteration 40F: 3 clusters Score -1.682899e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132078 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16829108.000000 Penalty: 5852.556641
	Iteration 41Q: 3 clusters Score -1.682911e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16829162.000000 Penalty: 5852.556641
	Iteration 42Q: 3 clusters Score -1.682916e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -16829250.000000 Penalty: 5852.556641
	Iteration 43Q: 3 clusters Score -1.682925e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16829362.000000 Penalty: 5852.556641
	Iteration 44Q: 3 clusters Score -1.682936e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16829426.000000 Penalty: 5852.556641
	Iteration 45Q: 3 clusters Score -1.682943e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16829458.000000 Penalty: 5852.556641
	Iteration 46Q: 3 clusters Score -1.682946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16829482.000000 Penalty: 5852.556641
	Iteration 47Q: 3 clusters Score -1.682948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131828 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16829482.000000 Penalty: 5852.556641
	Iteration 48Q: 3 clusters Score -1.682948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -16829498.000000 Penalty: 5852.556641
	Iteration 49Q: 3 clusters Score -1.68295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16829502.000000 Penalty: 5852.556641
	Iteration 50Q: 3 clusters Score -1.68295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -16829510.000000 Penalty: 5852.556641
	Iteration 51Q: 3 clusters Score -1.682951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131828 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16829506.000000 Penalty: 5852.556641
	Iteration 52Q: 3 clusters Score -1.682951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131821 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16829514.000000 Penalty: 5852.556641
	Iteration 53Q: 3 clusters Score -1.682951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -16829500.000000 Penalty: 5852.556641
	Iteration 54Q: 3 clusters Score -1.68295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16829496.000000 Penalty: 5852.556641
	Iteration 55Q: 3 clusters Score -1.68295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16829500.000000 Penalty: 5852.556641
	Iteration 56Q: 3 clusters Score -1.68295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16829504.000000 Penalty: 5852.556641
	Iteration 57Q: 3 clusters Score -1.68295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -16829512.000000 Penalty: 5852.556641
	Iteration 58Q: 3 clusters Score -1.682951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -16829550.000000 Penalty: 5852.556641
	Iteration 59F: 3 clusters Score -1.682955e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16829532.000000 Penalty: 5852.556641
	Iteration 60F: 3 clusters Score -1.682953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131745 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16829532.000000 Penalty: 5852.556641
	Iteration 61Q: 3 clusters Score -1.682953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131719 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16829554.000000 Penalty: 5852.556641
	Iteration 62Q: 3 clusters Score -1.682955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16829560.000000 Penalty: 5852.556641
	Iteration 63Q: 3 clusters Score -1.682956e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -16829602.000000 Penalty: 5852.556641
	Iteration 64Q: 3 clusters Score -1.68296e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16829632.000000 Penalty: 5852.556641
	Iteration 65Q: 3 clusters Score -1.682963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16829658.000000 Penalty: 5852.556641
	Iteration 66Q: 3 clusters Score -1.682966e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16829664.000000 Penalty: 5852.556641
	Iteration 67Q: 3 clusters Score -1.682966e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16829686.000000 Penalty: 5852.556641
	Iteration 68Q: 3 clusters Score -1.682969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -16829694.000000 Penalty: 5852.556641
	Iteration 69Q: 3 clusters Score -1.682969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -16829708.000000 Penalty: 5852.556641
	Iteration 70Q: 3 clusters Score -1.682971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131530 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16829718.000000 Penalty: 5852.556641
	Iteration 71Q: 3 clusters Score -1.682972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131530 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16829736.000000 Penalty: 5852.556641
	Iteration 72Q: 3 clusters Score -1.682974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16829734.000000 Penalty: 5852.556641
	Iteration 73Q: 3 clusters Score -1.682973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -16829740.000000 Penalty: 5852.556641
	Iteration 74Q: 3 clusters Score -1.682974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131510 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -16829744.000000 Penalty: 5852.556641
	Iteration 75Q: 3 clusters Score -1.682974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16829754.000000 Penalty: 5852.556641
	Iteration 76Q: 3 clusters Score -1.682975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16829748.000000 Penalty: 5852.556641
	Iteration 77Q: 3 clusters Score -1.682975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16829748.000000 Penalty: 5852.556641
	Iteration 78F: 3 clusters Score -1.682975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -206575.968750 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -206576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -204152.265625 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -204152.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204519.890625 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -204519.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -204626.125000 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -204626.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -204678.968750 Penalty: 3680.904053
	Iteration 3Q: 3 clusters Score -204679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204705.656250 Penalty: 3680.904053
	Iteration 4Q: 3 clusters Score -204705.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -204729.625000 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -204729.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -204748.984375 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -204749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204763.265625 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -204763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204774.468750 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -204774.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204783.078125 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -204783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204793.125000 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -204793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204801.828125 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -204801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204808.687500 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -204808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -204811.421875 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -204811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -204812.078125 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -204812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -204813.875000 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -204813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -204813.875000 Penalty: 3680.904053
	Iteration 16F: 3 clusters Score -204813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147843 members 
Entering Unmasked Estep 
Score: -18465850.000000 Penalty: 2952.168701
	Iteration 0F: 2 clusters Score -1.846585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -18367192.000000 Penalty: 5904.337402
	Iteration 0F: 3 clusters Score -1.836719e+07 nChanged 70520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -18407606.000000 Penalty: 5904.337402
	Iteration 1F: 3 clusters Score -1.840761e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -18408352.000000 Penalty: 5904.337402
	Iteration 2Q: 3 clusters Score -1.840835e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -18408980.000000 Penalty: 5904.337402
	Iteration 3Q: 3 clusters Score -1.840898e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -18409726.000000 Penalty: 5904.337402
	Iteration 4Q: 3 clusters Score -1.840973e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -18410842.000000 Penalty: 5904.337402
	Iteration 5Q: 3 clusters Score -1.841084e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -18412772.000000 Penalty: 5904.337402
	Iteration 6Q: 3 clusters Score -1.841277e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -18415818.000000 Penalty: 5904.337402
	Iteration 7Q: 3 clusters Score -1.841582e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -18421138.000000 Penalty: 5904.337402
	Iteration 8Q: 3 clusters Score -1.842114e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -18428136.000000 Penalty: 5904.337402
	Iteration 9F: 3 clusters Score -1.842814e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 102414 members 
Entering Unmasked Estep 
Score: -18435794.000000 Penalty: 5904.337402
	Iteration 10F: 3 clusters Score -1.843579e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -18442118.000000 Penalty: 5904.337402
	Iteration 11F: 3 clusters Score -1.844212e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -18446032.000000 Penalty: 5904.337402
	Iteration 12Q: 3 clusters Score -1.844603e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 112267 members 
Entering Unmasked Estep 
Score: -18447884.000000 Penalty: 5904.337402
	Iteration 13Q: 3 clusters Score -1.844788e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -18449114.000000 Penalty: 5904.337402
	Iteration 14Q: 3 clusters Score -1.844911e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 117329 members 
Entering Unmasked Estep 
Score: -18450110.000000 Penalty: 5904.337402
	Iteration 15Q: 3 clusters Score -1.845011e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -18451000.000000 Penalty: 5904.337402
	Iteration 16Q: 3 clusters Score -1.8451e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 122545 members 
Entering Unmasked Estep 
Score: -18451778.000000 Penalty: 5904.337402
	Iteration 17Q: 3 clusters Score -1.845178e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 125258 members 
Entering Unmasked Estep 
Score: -18452736.000000 Penalty: 5904.337402
	Iteration 18Q: 3 clusters Score -1.845274e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -18453862.000000 Penalty: 5904.337402
	Iteration 19Q: 3 clusters Score -1.845386e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -18454996.000000 Penalty: 5904.337402
	Iteration 20F: 3 clusters Score -1.8455e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -18456194.000000 Penalty: 5904.337402
	Iteration 21Q: 3 clusters Score -1.845619e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 135693 members 
Entering Unmasked Estep 
Score: -18457394.000000 Penalty: 5904.337402
	Iteration 22Q: 3 clusters Score -1.845739e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 137885 members 
Entering Unmasked Estep 
Score: -18458528.000000 Penalty: 5904.337402
	Iteration 23Q: 3 clusters Score -1.845853e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -18459598.000000 Penalty: 5904.337402
	Iteration 24Q: 3 clusters Score -1.84596e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -18460376.000000 Penalty: 5904.337402
	Iteration 25Q: 3 clusters Score -1.846038e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -18461126.000000 Penalty: 5904.337402
	Iteration 26Q: 3 clusters Score -1.846113e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -18461716.000000 Penalty: 5904.337402
	Iteration 27Q: 3 clusters Score -1.846172e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 144603 members 
Entering Unmasked Estep 
Score: -18462092.000000 Penalty: 5904.337402
	Iteration 28Q: 3 clusters Score -1.846209e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -18462376.000000 Penalty: 5904.337402
	Iteration 29Q: 3 clusters Score -1.846238e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 145639 members 
Entering Unmasked Estep 
Score: -18462582.000000 Penalty: 5904.337402
	Iteration 30Q: 3 clusters Score -1.846258e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -18462740.000000 Penalty: 5904.337402
	Iteration 31Q: 3 clusters Score -1.846274e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -18462864.000000 Penalty: 5904.337402
	Iteration 32Q: 3 clusters Score -1.846286e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -18463004.000000 Penalty: 5904.337402
	Iteration 33Q: 3 clusters Score -1.8463e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -18463076.000000 Penalty: 5904.337402
	Iteration 34Q: 3 clusters Score -1.846308e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -18463192.000000 Penalty: 5904.337402
	Iteration 35Q: 3 clusters Score -1.846319e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 146804 members 
Entering Unmasked Estep 
Score: -18463224.000000 Penalty: 5904.337402
	Iteration 36Q: 3 clusters Score -1.846322e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 146884 members 
Entering Unmasked Estep 
Score: -18463262.000000 Penalty: 5904.337402
	Iteration 37Q: 3 clusters Score -1.846326e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -18463302.000000 Penalty: 5904.337402
	Iteration 38Q: 3 clusters Score -1.84633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -18463300.000000 Penalty: 5904.337402
	Iteration 39Q: 3 clusters Score -1.84633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -18463302.000000 Penalty: 5904.337402
	Iteration 40F: 3 clusters Score -1.84633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 147017 members 
Entering Unmasked Estep 
Score: -18463304.000000 Penalty: 5904.337402
	Iteration 41Q: 3 clusters Score -1.84633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 147041 members 
Entering Unmasked Estep 
Score: -18463324.000000 Penalty: 5904.337402
	Iteration 42Q: 3 clusters Score -1.846332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -18463328.000000 Penalty: 5904.337402
	Iteration 43Q: 3 clusters Score -1.846333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -18463354.000000 Penalty: 5904.337402
	Iteration 44Q: 3 clusters Score -1.846335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -18463336.000000 Penalty: 5904.337402
	Iteration 45Q: 3 clusters Score -1.846334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 147102 members 
Entering Unmasked Estep 
Score: -18463338.000000 Penalty: 5904.337402
	Iteration 46Q: 3 clusters Score -1.846334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -18463338.000000 Penalty: 5904.337402
	Iteration 47Q: 3 clusters Score -1.846334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -18463346.000000 Penalty: 5904.337402
	Iteration 48Q: 3 clusters Score -1.846335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -18463346.000000 Penalty: 5904.337402
	Iteration 49Q: 3 clusters Score -1.846335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 147107 members 
Entering Unmasked Estep 
Score: -18463346.000000 Penalty: 5904.337402
	Iteration 50Q: 3 clusters Score -1.846335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 147111 members 
Entering Unmasked Estep 
Score: -18463356.000000 Penalty: 5904.337402
	Iteration 51Q: 3 clusters Score -1.846336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -18463352.000000 Penalty: 5904.337402
	Iteration 52Q: 3 clusters Score -1.846335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -18463364.000000 Penalty: 5904.337402
	Iteration 53Q: 3 clusters Score -1.846336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -18463366.000000 Penalty: 5904.337402
	Iteration 54Q: 3 clusters Score -1.846337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -18463374.000000 Penalty: 5904.337402
	Iteration 55Q: 3 clusters Score -1.846337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 147138 members 
Entering Unmasked Estep 
Score: -18463374.000000 Penalty: 5904.337402
	Iteration 56Q: 3 clusters Score -1.846337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 147141 members 
Entering Unmasked Estep 
Score: -18463386.000000 Penalty: 5904.337402
	Iteration 57Q: 3 clusters Score -1.846339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 147141 members 
Entering Unmasked Estep 
Score: -18463386.000000 Penalty: 5904.337402
	Iteration 58F: 3 clusters Score -1.846339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -248376.468750 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -248376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -245928.484375 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -245928.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -247540.234375 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -247540.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -248850.828125 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -248850.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -249873.312500 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -249873.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -250438.281250 Penalty: 3815.514648
	Iteration 4F: 3 clusters Score -250438.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250638.421875 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -250638.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -250704.625000 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -250704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -250722.171875 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -250722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -250731.687500 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -250731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250733.984375 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -250734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250735.218750 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -250735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250735.218750 Penalty: 3815.514648
	Iteration 11F: 3 clusters Score -250735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 63038 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 8 contains 157434 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133187 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 147843 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 161713 members 
Entering Unmasked Estep 
Score: -105713232.000000 Penalty: 50819.464844
Splitting cluster 18 changes total score from -105707048.000000 to -105713232.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 19 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -266770.312500 Penalty: 1959.816895
	Iteration 0F: 2 clusters Score -266770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -263920.156250 Penalty: 3919.633789
	Iteration 0F: 3 clusters Score -263920.2 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266145.718750 Penalty: 3919.633789
	Iteration 1F: 3 clusters Score -266145.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -267693.968750 Penalty: 3919.633789
	Iteration 2F: 3 clusters Score -267694 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268786.687500 Penalty: 3919.633789
	Iteration 3F: 3 clusters Score -268786.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -269686.906250 Penalty: 3919.633789
	Iteration 4F: 3 clusters Score -269686.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270931.343750 Penalty: 3919.633789
	Iteration 5F: 3 clusters Score -270931.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -271875.937500 Penalty: 3919.633789
	Iteration 6Q: 3 clusters Score -271875.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -272061.312500 Penalty: 3919.633789
	Iteration 7Q: 3 clusters Score -272061.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -272137.031250 Penalty: 3919.633789
	Iteration 8Q: 3 clusters Score -272137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -272162.531250 Penalty: 3919.633789
	Iteration 9Q: 3 clusters Score -272162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -272172.375000 Penalty: 3919.633789
	Iteration 10Q: 3 clusters Score -272172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -272176.593750 Penalty: 3919.633789
	Iteration 11Q: 3 clusters Score -272176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -272179.062500 Penalty: 3919.633789
	Iteration 12Q: 3 clusters Score -272179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272178.968750 Penalty: 3919.633789
	Iteration 13Q: 3 clusters Score -272179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -272180.593750 Penalty: 3919.633789
	Iteration 14Q: 3 clusters Score -272180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -272181.468750 Penalty: 3919.633789
	Iteration 15Q: 3 clusters Score -272181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272181.343750 Penalty: 3919.633789
	Iteration 16Q: 3 clusters Score -272181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -272181.593750 Penalty: 3919.633789
	Iteration 17Q: 3 clusters Score -272181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -272188.093750 Penalty: 3919.633789
	Iteration 18F: 3 clusters Score -272188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -272238.218750 Penalty: 3919.633789
	Iteration 19Q: 3 clusters Score -272238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -272286.625000 Penalty: 3919.633789
	Iteration 20F: 3 clusters Score -272286.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -272359.125000 Penalty: 3919.633789
	Iteration 21Q: 3 clusters Score -272359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272436.312500 Penalty: 3919.633789
	Iteration 22Q: 3 clusters Score -272436.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -272626.218750 Penalty: 3919.633789
	Iteration 23Q: 3 clusters Score -272626.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -272819.937500 Penalty: 3919.633789
	Iteration 24Q: 3 clusters Score -272819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -273270.218750 Penalty: 3919.633789
	Iteration 25Q: 3 clusters Score -273270.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -273967.125000 Penalty: 3919.633789
	Iteration 26Q: 3 clusters Score -273967.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -274373.218750 Penalty: 3919.633789
	Iteration 27Q: 3 clusters Score -274373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -274397.937500 Penalty: 3919.633789
	Iteration 28Q: 3 clusters Score -274397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -274402.500000 Penalty: 3919.633789
	Iteration 29Q: 3 clusters Score -274402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -274404.531250 Penalty: 3919.633789
	Iteration 30Q: 3 clusters Score -274404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -274410.937500 Penalty: 3919.633789
	Iteration 31F: 3 clusters Score -274410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -274438.281250 Penalty: 3919.633789
	Iteration 32Q: 3 clusters Score -274438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -274447.468750 Penalty: 3919.633789
	Iteration 33Q: 3 clusters Score -274447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -274452.250000 Penalty: 3919.633789
	Iteration 34Q: 3 clusters Score -274452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -274454.375000 Penalty: 3919.633789
	Iteration 35F: 3 clusters Score -274454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274457.906250 Penalty: 3919.633789
	Iteration 36Q: 3 clusters Score -274457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274457.906250 Penalty: 3919.633789
	Iteration 37F: 3 clusters Score -274457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 63038 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 157434 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133187 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 147843 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 161713 members 
Entering Unmasked Estep 
Score: -105719584.000000 Penalty: 54207.429688
Splitting cluster 19 changes total score from -105707048.000000 to -105719584.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 20 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -31462.388672 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -31462.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30246.908203 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -30246.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30411.343750 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -30411.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30436.882812 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -30436.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30457.154297 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -30457.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30462.781250 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -30462.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30465.476562 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -30465.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30467.449219 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -30467.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30467.449219 Penalty: 2834.011475
	Iteration 7F: 3 clusters Score -30467.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (161713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Entering Unmasked Estep 
Score: -20388162.000000 Penalty: 2974.407227
	Iteration 0F: 2 clusters Score -2.038816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -20285108.000000 Penalty: 5948.814453
	Iteration 0F: 3 clusters Score -2.028511e+07 nChanged 77609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -20330068.000000 Penalty: 5948.814453
	Iteration 1F: 3 clusters Score -2.033007e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -20331028.000000 Penalty: 5948.814453
	Iteration 2Q: 3 clusters Score -2.033103e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -20332388.000000 Penalty: 5948.814453
	Iteration 3Q: 3 clusters Score -2.033239e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -20334324.000000 Penalty: 5948.814453
	Iteration 4Q: 3 clusters Score -2.033432e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -20337574.000000 Penalty: 5948.814453
	Iteration 5Q: 3 clusters Score -2.033757e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -20342912.000000 Penalty: 5948.814453
	Iteration 6F: 3 clusters Score -2.034291e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -20351016.000000 Penalty: 5948.814453
	Iteration 7F: 3 clusters Score -2.035102e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 115278 members 
Entering Unmasked Estep 
Score: -20361124.000000 Penalty: 5948.814453
	Iteration 8F: 3 clusters Score -2.036112e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 122105 members 
Entering Unmasked Estep 
Score: -20369538.000000 Penalty: 5948.814453
	Iteration 9F: 3 clusters Score -2.036954e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -20374694.000000 Penalty: 5948.814453
	Iteration 10Q: 3 clusters Score -2.037469e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 130361 members 
Entering Unmasked Estep 
Score: -20377468.000000 Penalty: 5948.814453
	Iteration 11Q: 3 clusters Score -2.037747e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 133367 members 
Entering Unmasked Estep 
Score: -20379002.000000 Penalty: 5948.814453
	Iteration 12Q: 3 clusters Score -2.0379e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -20380294.000000 Penalty: 5948.814453
	Iteration 13Q: 3 clusters Score -2.038029e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -20381576.000000 Penalty: 5948.814453
	Iteration 14Q: 3 clusters Score -2.038158e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 141703 members 
Entering Unmasked Estep 
Score: -20382800.000000 Penalty: 5948.814453
	Iteration 15Q: 3 clusters Score -2.03828e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -20384200.000000 Penalty: 5948.814453
	Iteration 16Q: 3 clusters Score -2.03842e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 146598 members 
Entering Unmasked Estep 
Score: -20385416.000000 Penalty: 5948.814453
	Iteration 17Q: 3 clusters Score -2.038542e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -20386474.000000 Penalty: 5948.814453
	Iteration 18Q: 3 clusters Score -2.038647e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 150382 members 
Entering Unmasked Estep 
Score: -20387332.000000 Penalty: 5948.814453
	Iteration 19Q: 3 clusters Score -2.038733e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -20387842.000000 Penalty: 5948.814453
	Iteration 20F: 3 clusters Score -2.038784e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -20388216.000000 Penalty: 5948.814453
	Iteration 21Q: 3 clusters Score -2.038822e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 153955 members 
Entering Unmasked Estep 
Score: -20388382.000000 Penalty: 5948.814453
	Iteration 22Q: 3 clusters Score -2.038838e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -20388452.000000 Penalty: 5948.814453
	Iteration 23Q: 3 clusters Score -2.038845e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 155347 members 
Entering Unmasked Estep 
Score: -20388430.000000 Penalty: 5948.814453
	Iteration 24Q: 3 clusters Score -2.038843e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -20388386.000000 Penalty: 5948.814453
	Iteration 25Q: 3 clusters Score -2.038839e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -20388374.000000 Penalty: 5948.814453
	Iteration 26Q: 3 clusters Score -2.038837e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 156720 members 
Entering Unmasked Estep 
Score: -20388298.000000 Penalty: 5948.814453
	Iteration 27Q: 3 clusters Score -2.03883e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -20388276.000000 Penalty: 5948.814453
	Iteration 28Q: 3 clusters Score -2.038828e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 157319 members 
Entering Unmasked Estep 
Score: -20388276.000000 Penalty: 5948.814453
	Iteration 29Q: 3 clusters Score -2.038828e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -20388234.000000 Penalty: 5948.814453
	Iteration 30Q: 3 clusters Score -2.038823e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -20388216.000000 Penalty: 5948.814453
	Iteration 31Q: 3 clusters Score -2.038822e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -20388152.000000 Penalty: 5948.814453
	Iteration 32Q: 3 clusters Score -2.038815e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -20388130.000000 Penalty: 5948.814453
	Iteration 33Q: 3 clusters Score -2.038813e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -20388078.000000 Penalty: 5948.814453
	Iteration 34Q: 3 clusters Score -2.038808e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -20388056.000000 Penalty: 5948.814453
	Iteration 35Q: 3 clusters Score -2.038806e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -20388038.000000 Penalty: 5948.814453
	Iteration 36Q: 3 clusters Score -2.038804e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -20388012.000000 Penalty: 5948.814453
	Iteration 37Q: 3 clusters Score -2.038801e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -20388006.000000 Penalty: 5948.814453
	Iteration 38Q: 3 clusters Score -2.038801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 158569 members 
Entering Unmasked Estep 
Score: -20387988.000000 Penalty: 5948.814453
	Iteration 39Q: 3 clusters Score -2.038799e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -20387952.000000 Penalty: 5948.814453
	Iteration 40F: 3 clusters Score -2.038795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 158697 members 
Entering Unmasked Estep 
Score: -20387910.000000 Penalty: 5948.814453
	Iteration 41Q: 3 clusters Score -2.038791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -20387910.000000 Penalty: 5948.814453
	Iteration 42Q: 3 clusters Score -2.038791e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -20387898.000000 Penalty: 5948.814453
	Iteration 43Q: 3 clusters Score -2.03879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -20387882.000000 Penalty: 5948.814453
	Iteration 44Q: 3 clusters Score -2.038788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 158844 members 
Entering Unmasked Estep 
Score: -20387868.000000 Penalty: 5948.814453
	Iteration 45Q: 3 clusters Score -2.038787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 158864 members 
Entering Unmasked Estep 
Score: -20387852.000000 Penalty: 5948.814453
	Iteration 46Q: 3 clusters Score -2.038785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 158880 members 
Entering Unmasked Estep 
Score: -20387824.000000 Penalty: 5948.814453
	Iteration 47Q: 3 clusters Score -2.038782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 158897 members 
Entering Unmasked Estep 
Score: -20387824.000000 Penalty: 5948.814453
	Iteration 48Q: 3 clusters Score -2.038782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -20387812.000000 Penalty: 5948.814453
	Iteration 49Q: 3 clusters Score -2.038781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -20387810.000000 Penalty: 5948.814453
	Iteration 50Q: 3 clusters Score -2.038781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -20387812.000000 Penalty: 5948.814453
	Iteration 51Q: 3 clusters Score -2.038781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -20387814.000000 Penalty: 5948.814453
	Iteration 52Q: 3 clusters Score -2.038781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -20387818.000000 Penalty: 5948.814453
	Iteration 53Q: 3 clusters Score -2.038782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -20387804.000000 Penalty: 5948.814453
	Iteration 54Q: 3 clusters Score -2.03878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -20387802.000000 Penalty: 5948.814453
	Iteration 55Q: 3 clusters Score -2.03878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -20387802.000000 Penalty: 5948.814453
	Iteration 56Q: 3 clusters Score -2.03878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -20387794.000000 Penalty: 5948.814453
	Iteration 57Q: 3 clusters Score -2.038779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -20387800.000000 Penalty: 5948.814453
	Iteration 58Q: 3 clusters Score -2.03878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -20387802.000000 Penalty: 5948.814453
	Iteration 59Q: 3 clusters Score -2.03878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -20387790.000000 Penalty: 5948.814453
	Iteration 60F: 3 clusters Score -2.038779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 63038 members 
Mstep: Class 8 contains 157434 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133187 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 147843 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 161713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105721312.000000 Penalty: 54207.429688
Iteration 39Q: 17 clusters Score -1.057213e+08 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 64553 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 959 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 156082 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133857 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 147246 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 22 contains 161981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723640.000000 Penalty: 54207.429688
Iteration 40F: 17 clusters Score -1.057236e+08 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 65688 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 155221 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 134117 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 147156 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 161651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725024.000000 Penalty: 54207.429688
Iteration 41Q: 17 clusters Score -1.05725e+08 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 18731 members 
Mstep: Class 4 contains 66649 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 154587 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 134475 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 147358 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 160947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726888.000000 Penalty: 54207.429688
Iteration 42Q: 17 clusters Score -1.057269e+08 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 18530 members 
Mstep: Class 4 contains 67463 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 154168 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 134776 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 147881 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 159976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728248.000000 Penalty: 54207.429688
Iteration 43Q: 17 clusters Score -1.057282e+08 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 18389 members 
Mstep: Class 4 contains 68191 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 153865 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135121 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 148646 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 158835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729232.000000 Penalty: 54207.429688
Iteration 44Q: 17 clusters Score -1.057292e+08 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 157328 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 18273 members 
Mstep: Class 4 contains 68837 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 153559 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135394 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 149578 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 22 contains 157742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729792.000000 Penalty: 54207.429688
Iteration 45Q: 17 clusters Score -1.057298e+08 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 69437 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 153266 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135591 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 150586 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 156648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731056.000000 Penalty: 54207.429688
Iteration 46Q: 17 clusters Score -1.057311e+08 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 18048 members 
Mstep: Class 4 contains 69977 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 153015 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135670 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 151614 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 155659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731520.000000 Penalty: 54207.429688
Iteration 47Q: 17 clusters Score -1.057315e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 17953 members 
Mstep: Class 4 contains 70467 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 152741 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135664 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 152760 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 154724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732256.000000 Penalty: 54207.429688
Iteration 48Q: 17 clusters Score -1.057323e+08 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 17847 members 
Mstep: Class 4 contains 70887 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 152385 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135624 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 154061 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 153957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733184.000000 Penalty: 54207.429688
Iteration 49Q: 17 clusters Score -1.057332e+08 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 71304 members 
Mstep: Class 5 contains 3855 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 151987 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135484 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 155458 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 153288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733776.000000 Penalty: 54207.429688
Iteration 50Q: 17 clusters Score -1.057338e+08 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 154246 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 17654 members 
Mstep: Class 4 contains 71632 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 151623 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 135248 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 156892 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 152697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734496.000000 Penalty: 54207.429688
Iteration 51Q: 17 clusters Score -1.057345e+08 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 71984 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 151299 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 134895 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 158284 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 152134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734824.000000 Penalty: 54207.429688
Iteration 52Q: 17 clusters Score -1.057348e+08 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153238 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 17470 members 
Mstep: Class 4 contains 72309 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 151068 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 134418 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 159682 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 151620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735112.000000 Penalty: 54207.429688
Iteration 53Q: 17 clusters Score -1.057351e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 17391 members 
Mstep: Class 4 contains 72661 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150894 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133856 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 160984 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 151122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735600.000000 Penalty: 54207.429688
Iteration 54Q: 17 clusters Score -1.057356e+08 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 5675 members 
Mstep: Class 3 contains 17326 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150726 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 133229 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 162267 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 22 contains 150662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735800.000000 Penalty: 54207.429688
Iteration 55Q: 17 clusters Score -1.057358e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 17268 members 
Mstep: Class 4 contains 73308 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150583 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 132538 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 163514 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 22 contains 150318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736416.000000 Penalty: 54207.429688
Iteration 56Q: 17 clusters Score -1.057364e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 5780 members 
Mstep: Class 3 contains 17216 members 
Mstep: Class 4 contains 73619 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150506 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 131769 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 164719 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 22 contains 150012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736888.000000 Penalty: 54207.429688
Iteration 57Q: 17 clusters Score -1.057369e+08 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 17169 members 
Mstep: Class 4 contains 73890 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150373 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 130838 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 166011 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 149763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737600.000000 Penalty: 54207.429688
Iteration 58Q: 17 clusters Score -1.057376e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 17111 members 
Mstep: Class 4 contains 74168 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150244 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 129889 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 167291 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 149565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737800.000000 Penalty: 54207.429688
Iteration 59Q: 17 clusters Score -1.057378e+08 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 150904 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 17060 members 
Mstep: Class 4 contains 74435 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150132 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 128882 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 168529 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 149412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738040.000000 Penalty: 54207.429688
Iteration 60F: 17 clusters Score -1.05738e+08 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150709 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 17040 members 
Mstep: Class 4 contains 74677 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 150023 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 127795 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 169768 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 149300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738128.000000 Penalty: 54207.429688
Iteration 61Q: 17 clusters Score -1.057381e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150635 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 17004 members 
Mstep: Class 4 contains 74931 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149961 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 126651 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 170893 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 22 contains 149192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738632.000000 Penalty: 54207.429688
Iteration 62Q: 17 clusters Score -1.057386e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 16958 members 
Mstep: Class 4 contains 75128 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149897 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 125460 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 172011 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739048.000000 Penalty: 54207.429688
Iteration 63Q: 17 clusters Score -1.05739e+08 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 16911 members 
Mstep: Class 4 contains 75319 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149813 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 124274 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 173127 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739168.000000 Penalty: 54207.429688
Iteration 64Q: 17 clusters Score -1.057392e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 16895 members 
Mstep: Class 4 contains 75527 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149794 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 123016 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 174069 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739064.000000 Penalty: 54207.429688
Iteration 65Q: 17 clusters Score -1.057391e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150795 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 16880 members 
Mstep: Class 4 contains 75703 members 
Mstep: Class 5 contains 3850 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149810 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 121745 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 174932 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739288.000000 Penalty: 54207.429688
Iteration 66Q: 17 clusters Score -1.057393e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 16869 members 
Mstep: Class 4 contains 75857 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149787 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 120489 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 175724 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739504.000000 Penalty: 54207.429688
Iteration 67Q: 17 clusters Score -1.057395e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 16860 members 
Mstep: Class 4 contains 75992 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149748 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 119273 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 176511 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739520.000000 Penalty: 54207.429688
Iteration 68Q: 17 clusters Score -1.057395e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 16841 members 
Mstep: Class 4 contains 76127 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149804 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 118079 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 177162 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739568.000000 Penalty: 54207.429688
Iteration 69Q: 17 clusters Score -1.057396e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 16814 members 
Mstep: Class 4 contains 76277 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149822 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 116895 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 177751 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739656.000000 Penalty: 54207.429688
Iteration 70Q: 17 clusters Score -1.057397e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 6401 members 
Mstep: Class 3 contains 16801 members 
Mstep: Class 4 contains 76425 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149867 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 115756 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 178258 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739744.000000 Penalty: 54207.429688
Iteration 71Q: 17 clusters Score -1.057397e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152591 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 16789 members 
Mstep: Class 4 contains 76536 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149911 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 114624 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 178666 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739664.000000 Penalty: 54207.429688
Iteration 72Q: 17 clusters Score -1.057397e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153069 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 16792 members 
Mstep: Class 4 contains 76625 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 149966 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 113506 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 179015 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 149948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739472.000000 Penalty: 54207.429688
Iteration 73Q: 17 clusters Score -1.057395e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153599 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 16809 members 
Mstep: Class 4 contains 76716 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150039 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 112373 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 179322 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739240.000000 Penalty: 54207.429688
Iteration 74Q: 17 clusters Score -1.057392e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 16823 members 
Mstep: Class 4 contains 76793 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150123 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 111286 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 179563 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739040.000000 Penalty: 54207.429688
Iteration 75Q: 17 clusters Score -1.05739e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 16847 members 
Mstep: Class 4 contains 76850 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150218 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 110197 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 179766 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739232.000000 Penalty: 54207.429688
Iteration 76Q: 17 clusters Score -1.057392e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 16877 members 
Mstep: Class 4 contains 76899 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150296 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 109167 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 179931 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739224.000000 Penalty: 54207.429688
Iteration 77Q: 17 clusters Score -1.057392e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156075 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 4 contains 76930 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 150392 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 108138 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180070 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739016.000000 Penalty: 54207.429688
Iteration 78Q: 17 clusters Score -1.05739e+08 nChanged 2086
Entering ConstructFrom: 
Score: -105739016.000000 Penalty: 54207.429688
Entering ConstructFrom: 
Trying to split cluster 1 (156716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156716 members 
Entering Unmasked Estep 
Score: -19660316.000000 Penalty: 2966.623291
	Iteration 0F: 2 clusters Score -1.966032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -19556374.000000 Penalty: 5933.246582
	Iteration 0F: 3 clusters Score -1.955637e+07 nChanged 74899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -19600054.000000 Penalty: 5933.246582
	Iteration 1F: 3 clusters Score -1.960005e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -19601486.000000 Penalty: 5933.246582
	Iteration 2Q: 3 clusters Score -1.960149e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -19603414.000000 Penalty: 5933.246582
	Iteration 3Q: 3 clusters Score -1.960341e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -19606232.000000 Penalty: 5933.246582
	Iteration 4Q: 3 clusters Score -1.960623e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -19610922.000000 Penalty: 5933.246582
	Iteration 5F: 3 clusters Score -1.961092e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -19618232.000000 Penalty: 5933.246582
	Iteration 6F: 3 clusters Score -1.961823e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -19628418.000000 Penalty: 5933.246582
	Iteration 7F: 3 clusters Score -1.962842e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -19638426.000000 Penalty: 5933.246582
	Iteration 8F: 3 clusters Score -1.963843e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -19646478.000000 Penalty: 5933.246582
	Iteration 9F: 3 clusters Score -1.964648e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136840 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -19651192.000000 Penalty: 5933.246582
	Iteration 10Q: 3 clusters Score -1.965119e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139479 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -19653674.000000 Penalty: 5933.246582
	Iteration 11Q: 3 clusters Score -1.965367e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141309 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -19655150.000000 Penalty: 5933.246582
	Iteration 12Q: 3 clusters Score -1.965515e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -19656240.000000 Penalty: 5933.246582
	Iteration 13Q: 3 clusters Score -1.965624e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144029 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -19656954.000000 Penalty: 5933.246582
	Iteration 14Q: 3 clusters Score -1.965695e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -19657528.000000 Penalty: 5933.246582
	Iteration 15Q: 3 clusters Score -1.965753e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145885 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -19657906.000000 Penalty: 5933.246582
	Iteration 16Q: 3 clusters Score -1.965791e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -19658176.000000 Penalty: 5933.246582
	Iteration 17Q: 3 clusters Score -1.965818e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147197 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -19658300.000000 Penalty: 5933.246582
	Iteration 18Q: 3 clusters Score -1.96583e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147743 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -19658406.000000 Penalty: 5933.246582
	Iteration 19Q: 3 clusters Score -1.965841e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -19658472.000000 Penalty: 5933.246582
	Iteration 20F: 3 clusters Score -1.965847e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -19658618.000000 Penalty: 5933.246582
	Iteration 21Q: 3 clusters Score -1.965862e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -19658714.000000 Penalty: 5933.246582
	Iteration 22Q: 3 clusters Score -1.965871e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -19658818.000000 Penalty: 5933.246582
	Iteration 23Q: 3 clusters Score -1.965882e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -19658826.000000 Penalty: 5933.246582
	Iteration 24Q: 3 clusters Score -1.965883e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -19658818.000000 Penalty: 5933.246582
	Iteration 25Q: 3 clusters Score -1.965882e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -19658898.000000 Penalty: 5933.246582
	Iteration 26Q: 3 clusters Score -1.96589e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -19658928.000000 Penalty: 5933.246582
	Iteration 27Q: 3 clusters Score -1.965893e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -19658920.000000 Penalty: 5933.246582
	Iteration 28Q: 3 clusters Score -1.965892e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150787 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -19658908.000000 Penalty: 5933.246582
	Iteration 29Q: 3 clusters Score -1.965891e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -19658940.000000 Penalty: 5933.246582
	Iteration 30Q: 3 clusters Score -1.965894e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -19658936.000000 Penalty: 5933.246582
	Iteration 31Q: 3 clusters Score -1.965894e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -19658990.000000 Penalty: 5933.246582
	Iteration 32Q: 3 clusters Score -1.965899e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -19659036.000000 Penalty: 5933.246582
	Iteration 33Q: 3 clusters Score -1.965904e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -19659060.000000 Penalty: 5933.246582
	Iteration 34Q: 3 clusters Score -1.965906e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19659044.000000 Penalty: 5933.246582
	Iteration 35Q: 3 clusters Score -1.965904e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -19659016.000000 Penalty: 5933.246582
	Iteration 36Q: 3 clusters Score -1.965902e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151696 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -19659034.000000 Penalty: 5933.246582
	Iteration 37Q: 3 clusters Score -1.965903e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -19659072.000000 Penalty: 5933.246582
	Iteration 38Q: 3 clusters Score -1.965907e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151835 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -19659072.000000 Penalty: 5933.246582
	Iteration 39Q: 3 clusters Score -1.965907e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -19659096.000000 Penalty: 5933.246582
	Iteration 40F: 3 clusters Score -1.96591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -19659096.000000 Penalty: 5933.246582
	Iteration 41Q: 3 clusters Score -1.96591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -19659106.000000 Penalty: 5933.246582
	Iteration 42Q: 3 clusters Score -1.965911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -19659100.000000 Penalty: 5933.246582
	Iteration 43Q: 3 clusters Score -1.96591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -19659108.000000 Penalty: 5933.246582
	Iteration 44Q: 3 clusters Score -1.965911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -19659106.000000 Penalty: 5933.246582
	Iteration 45Q: 3 clusters Score -1.965911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -19659116.000000 Penalty: 5933.246582
	Iteration 46Q: 3 clusters Score -1.965912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -19659126.000000 Penalty: 5933.246582
	Iteration 47Q: 3 clusters Score -1.965913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -19659150.000000 Penalty: 5933.246582
	Iteration 48Q: 3 clusters Score -1.965915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152165 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -19659146.000000 Penalty: 5933.246582
	Iteration 49Q: 3 clusters Score -1.965915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -19659138.000000 Penalty: 5933.246582
	Iteration 50Q: 3 clusters Score -1.965914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -19659156.000000 Penalty: 5933.246582
	Iteration 51Q: 3 clusters Score -1.965916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -19659144.000000 Penalty: 5933.246582
	Iteration 52Q: 3 clusters Score -1.965914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152255 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -19659156.000000 Penalty: 5933.246582
	Iteration 53Q: 3 clusters Score -1.965916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -19659158.000000 Penalty: 5933.246582
	Iteration 54Q: 3 clusters Score -1.965916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -19659160.000000 Penalty: 5933.246582
	Iteration 55Q: 3 clusters Score -1.965916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -19659138.000000 Penalty: 5933.246582
	Iteration 56Q: 3 clusters Score -1.965914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -19659124.000000 Penalty: 5933.246582
	Iteration 57Q: 3 clusters Score -1.965912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -19659108.000000 Penalty: 5933.246582
	Iteration 58Q: 3 clusters Score -1.965911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152373 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -19659110.000000 Penalty: 5933.246582
	Iteration 59Q: 3 clusters Score -1.965911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152390 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -19659108.000000 Penalty: 5933.246582
	Iteration 60F: 3 clusters Score -1.965911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -19659122.000000 Penalty: 5933.246582
	Iteration 61Q: 3 clusters Score -1.965912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -19659124.000000 Penalty: 5933.246582
	Iteration 62Q: 3 clusters Score -1.965912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152426 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -19659122.000000 Penalty: 5933.246582
	Iteration 63Q: 3 clusters Score -1.965912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152443 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19659148.000000 Penalty: 5933.246582
	Iteration 64Q: 3 clusters Score -1.965915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -19659152.000000 Penalty: 5933.246582
	Iteration 65Q: 3 clusters Score -1.965915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -19659154.000000 Penalty: 5933.246582
	Iteration 66Q: 3 clusters Score -1.965915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -19659144.000000 Penalty: 5933.246582
	Iteration 67Q: 3 clusters Score -1.965914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -19659136.000000 Penalty: 5933.246582
	Iteration 68Q: 3 clusters Score -1.965914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -19659120.000000 Penalty: 5933.246582
	Iteration 69Q: 3 clusters Score -1.965912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -19659130.000000 Penalty: 5933.246582
	Iteration 70Q: 3 clusters Score -1.965913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -19659140.000000 Penalty: 5933.246582
	Iteration 71Q: 3 clusters Score -1.965914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -19659138.000000 Penalty: 5933.246582
	Iteration 72Q: 3 clusters Score -1.965914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -19659140.000000 Penalty: 5933.246582
	Iteration 73Q: 3 clusters Score -1.965914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19659152.000000 Penalty: 5933.246582
	Iteration 74Q: 3 clusters Score -1.965915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -19659130.000000 Penalty: 5933.246582
	Iteration 75Q: 3 clusters Score -1.965913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152561 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19659130.000000 Penalty: 5933.246582
	Iteration 76Q: 3 clusters Score -1.965913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -19659114.000000 Penalty: 5933.246582
	Iteration 77Q: 3 clusters Score -1.965911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -19659126.000000 Penalty: 5933.246582
	Iteration 78Q: 3 clusters Score -1.965913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152578 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -19659130.000000 Penalty: 5933.246582
	Iteration 79Q: 3 clusters Score -1.965913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -19659128.000000 Penalty: 5933.246582
	Iteration 80F: 3 clusters Score -1.965913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -19659116.000000 Penalty: 5933.246582
	Iteration 81Q: 3 clusters Score -1.965912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -19659116.000000 Penalty: 5933.246582
	Iteration 82F: 3 clusters Score -1.965912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -785703.375000 Penalty: 2181.078857
	Iteration 0F: 2 clusters Score -785703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -780152.750000 Penalty: 4362.157715
	Iteration 0F: 3 clusters Score -780152.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -781719.625000 Penalty: 4362.157715
	Iteration 1F: 3 clusters Score -781719.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -782157.937500 Penalty: 4362.157715
	Iteration 2F: 3 clusters Score -782157.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -782549.875000 Penalty: 4362.157715
	Iteration 3F: 3 clusters Score -782549.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -782886.500000 Penalty: 4362.157715
	Iteration 4F: 3 clusters Score -782886.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -783173.937500 Penalty: 4362.157715
	Iteration 5F: 3 clusters Score -783173.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783430.625000 Penalty: 4362.157715
	Iteration 6F: 3 clusters Score -783430.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -783658.875000 Penalty: 4362.157715
	Iteration 7Q: 3 clusters Score -783658.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -783879.625000 Penalty: 4362.157715
	Iteration 8Q: 3 clusters Score -783879.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -784049.312500 Penalty: 4362.157715
	Iteration 9Q: 3 clusters Score -784049.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -784178.437500 Penalty: 4362.157715
	Iteration 10Q: 3 clusters Score -784178.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -784279.875000 Penalty: 4362.157715
	Iteration 11Q: 3 clusters Score -784279.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -784346.937500 Penalty: 4362.157715
	Iteration 12Q: 3 clusters Score -784346.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -784380.375000 Penalty: 4362.157715
	Iteration 13Q: 3 clusters Score -784380.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -784412.187500 Penalty: 4362.157715
	Iteration 14Q: 3 clusters Score -784412.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -784440.437500 Penalty: 4362.157715
	Iteration 15Q: 3 clusters Score -784440.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -784464.812500 Penalty: 4362.157715
	Iteration 16Q: 3 clusters Score -784464.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -784481.875000 Penalty: 4362.157715
	Iteration 17Q: 3 clusters Score -784481.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -784491.062500 Penalty: 4362.157715
	Iteration 18Q: 3 clusters Score -784491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -784497.062500 Penalty: 4362.157715
	Iteration 19Q: 3 clusters Score -784497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -784500.375000 Penalty: 4362.157715
	Iteration 20F: 3 clusters Score -784500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -784503.437500 Penalty: 4362.157715
	Iteration 21Q: 3 clusters Score -784503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -784507.187500 Penalty: 4362.157715
	Iteration 22Q: 3 clusters Score -784507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -784510.250000 Penalty: 4362.157715
	Iteration 23Q: 3 clusters Score -784510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -784510.875000 Penalty: 4362.157715
	Iteration 24Q: 3 clusters Score -784510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -784512.625000 Penalty: 4362.157715
	Iteration 25Q: 3 clusters Score -784512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -784513.687500 Penalty: 4362.157715
	Iteration 26Q: 3 clusters Score -784513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -784516.625000 Penalty: 4362.157715
	Iteration 27Q: 3 clusters Score -784516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -784522.625000 Penalty: 4362.157715
	Iteration 28Q: 3 clusters Score -784522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -784527.000000 Penalty: 4362.157715
	Iteration 29Q: 3 clusters Score -784527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -784529.187500 Penalty: 4362.157715
	Iteration 30Q: 3 clusters Score -784529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -784535.125000 Penalty: 4362.157715
	Iteration 31Q: 3 clusters Score -784535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -784539.187500 Penalty: 4362.157715
	Iteration 32Q: 3 clusters Score -784539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -784547.125000 Penalty: 4362.157715
	Iteration 33Q: 3 clusters Score -784547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -784553.812500 Penalty: 4362.157715
	Iteration 34Q: 3 clusters Score -784553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -784560.750000 Penalty: 4362.157715
	Iteration 35Q: 3 clusters Score -784560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -784566.437500 Penalty: 4362.157715
	Iteration 36Q: 3 clusters Score -784566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -784573.250000 Penalty: 4362.157715
	Iteration 37Q: 3 clusters Score -784573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -784576.062500 Penalty: 4362.157715
	Iteration 38Q: 3 clusters Score -784576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -784578.625000 Penalty: 4362.157715
	Iteration 39Q: 3 clusters Score -784578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -784579.625000 Penalty: 4362.157715
	Iteration 40F: 3 clusters Score -784579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -784581.062500 Penalty: 4362.157715
	Iteration 41Q: 3 clusters Score -784581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -784585.250000 Penalty: 4362.157715
	Iteration 42Q: 3 clusters Score -784585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -784587.250000 Penalty: 4362.157715
	Iteration 43Q: 3 clusters Score -784587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -784587.500000 Penalty: 4362.157715
	Iteration 44Q: 3 clusters Score -784587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -784587.500000 Penalty: 4362.157715
	Iteration 45F: 3 clusters Score -784587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Entering Unmasked Estep 
Score: -2157067.750000 Penalty: 2415.132080
	Iteration 0F: 2 clusters Score -2157068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2144871.500000 Penalty: 4830.264160
	Iteration 0F: 3 clusters Score -2144872 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2148824.750000 Penalty: 4830.264160
	Iteration 1F: 3 clusters Score -2148825 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2149145.250000 Penalty: 4830.264160
	Iteration 2F: 3 clusters Score -2149145 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2149446.750000 Penalty: 4830.264160
	Iteration 3Q: 3 clusters Score -2149447 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2149726.500000 Penalty: 4830.264160
	Iteration 4Q: 3 clusters Score -2149726 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2150004.750000 Penalty: 4830.264160
	Iteration 5Q: 3 clusters Score -2150005 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2150387.750000 Penalty: 4830.264160
	Iteration 6Q: 3 clusters Score -2150388 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2150874.250000 Penalty: 4830.264160
	Iteration 7Q: 3 clusters Score -2150874 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2151508.500000 Penalty: 4830.264160
	Iteration 8F: 3 clusters Score -2151508 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2152324.000000 Penalty: 4830.264160
	Iteration 9F: 3 clusters Score -2152324 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2153291.000000 Penalty: 4830.264160
	Iteration 10F: 3 clusters Score -2153291 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2154163.500000 Penalty: 4830.264160
	Iteration 11F: 3 clusters Score -2154164 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2154796.250000 Penalty: 4830.264160
	Iteration 12Q: 3 clusters Score -2154796 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2155236.500000 Penalty: 4830.264160
	Iteration 13Q: 3 clusters Score -2155236 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2155479.250000 Penalty: 4830.264160
	Iteration 14Q: 3 clusters Score -2155479 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2155606.500000 Penalty: 4830.264160
	Iteration 15Q: 3 clusters Score -2155606 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2155683.250000 Penalty: 4830.264160
	Iteration 16Q: 3 clusters Score -2155683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2155715.000000 Penalty: 4830.264160
	Iteration 17Q: 3 clusters Score -2155715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2155732.250000 Penalty: 4830.264160
	Iteration 18Q: 3 clusters Score -2155732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2155748.000000 Penalty: 4830.264160
	Iteration 19Q: 3 clusters Score -2155748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2155767.000000 Penalty: 4830.264160
	Iteration 20F: 3 clusters Score -2155767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2155781.000000 Penalty: 4830.264160
	Iteration 21Q: 3 clusters Score -2155781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2155785.250000 Penalty: 4830.264160
	Iteration 22Q: 3 clusters Score -2155785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2155789.000000 Penalty: 4830.264160
	Iteration 23Q: 3 clusters Score -2155789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2155793.500000 Penalty: 4830.264160
	Iteration 24Q: 3 clusters Score -2155794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2155798.250000 Penalty: 4830.264160
	Iteration 25Q: 3 clusters Score -2155798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2155807.500000 Penalty: 4830.264160
	Iteration 26Q: 3 clusters Score -2155808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2155810.500000 Penalty: 4830.264160
	Iteration 27Q: 3 clusters Score -2155810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2155816.000000 Penalty: 4830.264160
	Iteration 28Q: 3 clusters Score -2155816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2155815.000000 Penalty: 4830.264160
	Iteration 29Q: 3 clusters Score -2155815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2155815.000000 Penalty: 4830.264160
	Iteration 30F: 3 clusters Score -2155815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (76981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Entering Unmasked Estep 
Score: -9387802.000000 Penalty: 2790.325928
	Iteration 0F: 2 clusters Score -9387802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -9336134.000000 Penalty: 5580.651855
	Iteration 0F: 3 clusters Score -9336134 nChanged 36166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -9356415.000000 Penalty: 5580.651855
	Iteration 1F: 3 clusters Score -9356415 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -9356865.000000 Penalty: 5580.651855
	Iteration 2Q: 3 clusters Score -9356865 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -9357232.000000 Penalty: 5580.651855
	Iteration 3Q: 3 clusters Score -9357232 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -9357571.000000 Penalty: 5580.651855
	Iteration 4Q: 3 clusters Score -9357571 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -9357883.000000 Penalty: 5580.651855
	Iteration 5Q: 3 clusters Score -9357883 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -9358169.000000 Penalty: 5580.651855
	Iteration 6Q: 3 clusters Score -9358169 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -9358585.000000 Penalty: 5580.651855
	Iteration 7Q: 3 clusters Score -9358585 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -9359160.000000 Penalty: 5580.651855
	Iteration 8Q: 3 clusters Score -9359160 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -9360028.000000 Penalty: 5580.651855
	Iteration 9Q: 3 clusters Score -9360028 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -9361577.000000 Penalty: 5580.651855
	Iteration 10Q: 3 clusters Score -9361577 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -9364275.000000 Penalty: 5580.651855
	Iteration 11F: 3 clusters Score -9364275 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -9368673.000000 Penalty: 5580.651855
	Iteration 12F: 3 clusters Score -9368673 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -9373899.000000 Penalty: 5580.651855
	Iteration 13F: 3 clusters Score -9373899 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -9378656.000000 Penalty: 5580.651855
	Iteration 14F: 3 clusters Score -9378656 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -9381908.000000 Penalty: 5580.651855
	Iteration 15Q: 3 clusters Score -9381908 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -9383718.000000 Penalty: 5580.651855
	Iteration 16Q: 3 clusters Score -9383718 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -9384535.000000 Penalty: 5580.651855
	Iteration 17Q: 3 clusters Score -9384535 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -9384936.000000 Penalty: 5580.651855
	Iteration 18Q: 3 clusters Score -9384936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -9385112.000000 Penalty: 5580.651855
	Iteration 19Q: 3 clusters Score -9385112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -9385239.000000 Penalty: 5580.651855
	Iteration 20F: 3 clusters Score -9385239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -9385301.000000 Penalty: 5580.651855
	Iteration 21Q: 3 clusters Score -9385301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -9385317.000000 Penalty: 5580.651855
	Iteration 22Q: 3 clusters Score -9385317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -9385341.000000 Penalty: 5580.651855
	Iteration 23Q: 3 clusters Score -9385341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -9385364.000000 Penalty: 5580.651855
	Iteration 24Q: 3 clusters Score -9385364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -9385373.000000 Penalty: 5580.651855
	Iteration 25Q: 3 clusters Score -9385373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -9385383.000000 Penalty: 5580.651855
	Iteration 26Q: 3 clusters Score -9385383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -9385393.000000 Penalty: 5580.651855
	Iteration 27Q: 3 clusters Score -9385393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -9385395.000000 Penalty: 5580.651855
	Iteration 28Q: 3 clusters Score -9385395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -9385391.000000 Penalty: 5580.651855
	Iteration 29Q: 3 clusters Score -9385391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -9385410.000000 Penalty: 5580.651855
	Iteration 30Q: 3 clusters Score -9385410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -9385411.000000 Penalty: 5580.651855
	Iteration 31Q: 3 clusters Score -9385411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -9385410.000000 Penalty: 5580.651855
	Iteration 32Q: 3 clusters Score -9385410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -9385410.000000 Penalty: 5580.651855
	Iteration 33F: 3 clusters Score -9385410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -481594.250000 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -481594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -477768.218750 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -477768.2 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -478596.312500 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -478596.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -478756.656250 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -478756.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -478853.656250 Penalty: 4096.306152
	Iteration 3Q: 3 clusters Score -478853.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -478918.750000 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -478918.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -478972.812500 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -478972.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -479013.781250 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -479013.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -479049.250000 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -479049.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -479088.812500 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -479088.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -479135.531250 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -479135.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -479176.187500 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -479176.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -479210.281250 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -479210.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -479252.000000 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -479252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -479289.906250 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -479289.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -479333.718750 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -479333.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -479381.187500 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -479381.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -479441.625000 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -479441.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479486.750000 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -479486.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -479528.562500 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -479528.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -479573.968750 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -479574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -479619.750000 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -479619.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -479652.875000 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -479652.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -479683.781250 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -479683.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -479705.500000 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -479705.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -479718.687500 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -479718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -479728.843750 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -479728.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -479745.593750 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -479745.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -479757.437500 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -479757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -479767.125000 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -479767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -479776.375000 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -479776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -479786.343750 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -479786.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -479791.093750 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -479791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -479799.437500 Penalty: 4096.306152
	Iteration 32Q: 3 clusters Score -479799.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -479807.406250 Penalty: 4096.306152
	Iteration 33Q: 3 clusters Score -479807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -479812.406250 Penalty: 4096.306152
	Iteration 34Q: 3 clusters Score -479812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479816.812500 Penalty: 4096.306152
	Iteration 35Q: 3 clusters Score -479816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -479823.187500 Penalty: 4096.306152
	Iteration 36Q: 3 clusters Score -479823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -479828.312500 Penalty: 4096.306152
	Iteration 37Q: 3 clusters Score -479828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -479832.218750 Penalty: 4096.306152
	Iteration 38Q: 3 clusters Score -479832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -479842.343750 Penalty: 4096.306152
	Iteration 39Q: 3 clusters Score -479842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -479850.000000 Penalty: 4096.306152
	Iteration 40F: 3 clusters Score -479850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -479853.687500 Penalty: 4096.306152
	Iteration 41Q: 3 clusters Score -479853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -479855.812500 Penalty: 4096.306152
	Iteration 42Q: 3 clusters Score -479855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -479856.062500 Penalty: 4096.306152
	Iteration 43Q: 3 clusters Score -479856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -479857.437500 Penalty: 4096.306152
	Iteration 44Q: 3 clusters Score -479857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -479856.843750 Penalty: 4096.306152
	Iteration 45Q: 3 clusters Score -479856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -479858.343750 Penalty: 4096.306152
	Iteration 46Q: 3 clusters Score -479858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -479858.718750 Penalty: 4096.306152
	Iteration 47Q: 3 clusters Score -479858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -479859.343750 Penalty: 4096.306152
	Iteration 48Q: 3 clusters Score -479859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -479859.343750 Penalty: 4096.306152
	Iteration 49F: 3 clusters Score -479859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -149880.140625 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -149880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147880.015625 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -147880 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -148574.421875 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -148574.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -148880.109375 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -148880.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -149051.375000 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -149051.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -149133.671875 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -149133.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -149181.546875 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -149181.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -149229.453125 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -149229.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -149263.046875 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -149263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -149333.453125 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -149333.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -149371.312500 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -149371.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -149385.687500 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -149385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -149389.734375 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -149389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -149390.500000 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -149390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -149391.593750 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -149391.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -149391.593750 Penalty: 3568.812988
	Iteration 14F: 3 clusters Score -149391.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -99128.250000 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -99128.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97370.304688 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -97370.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98307.031250 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -98307.03 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -98797.570312 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -98797.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -99050.289062 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -99050.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -99185.593750 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -99185.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99286.914062 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -99286.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99371.578125 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -99371.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99520.453125 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -99520.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99658.218750 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -99658.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99823.359375 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -99823.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -100053.015625 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -100053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100172.187500 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -100172.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -100289.156250 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -100289.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -100396.851562 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -100396.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -100535.484375 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -100535.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -100694.937500 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -100694.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -100787.460938 Penalty: 3441.389160
	Iteration 16Q: 3 clusters Score -100787.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -100888.164062 Penalty: 3441.389160
	Iteration 17Q: 3 clusters Score -100888.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -101019.156250 Penalty: 3441.389160
	Iteration 18Q: 3 clusters Score -101019.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -101176.890625 Penalty: 3441.389160
	Iteration 19Q: 3 clusters Score -101176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -101316.531250 Penalty: 3441.389160
	Iteration 20F: 3 clusters Score -101316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101873.546875 Penalty: 3441.389160
	Iteration 21Q: 3 clusters Score -101873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -102169.156250 Penalty: 3441.389160
	Iteration 22Q: 3 clusters Score -102169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102196.234375 Penalty: 3441.389160
	Iteration 23Q: 3 clusters Score -102196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102196.234375 Penalty: 3441.389160
	Iteration 24F: 3 clusters Score -102196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 76981 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 150516 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 107138 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180144 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150317 members 
Entering Unmasked Estep 
Score: -105740336.000000 Penalty: 57595.390625
Splitting cluster 7 changes total score from -105739016.000000 to -105740336.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (150516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150516 members 
Entering Unmasked Estep 
Score: -18942436.000000 Penalty: 2956.612549
	Iteration 0F: 2 clusters Score -1.894244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -18842976.000000 Penalty: 5913.225098
	Iteration 0F: 3 clusters Score -1.884298e+07 nChanged 71762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -18884224.000000 Penalty: 5913.225098
	Iteration 1F: 3 clusters Score -1.888422e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -18885658.000000 Penalty: 5913.225098
	Iteration 2Q: 3 clusters Score -1.888566e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -18887778.000000 Penalty: 5913.225098
	Iteration 3Q: 3 clusters Score -1.888778e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -18891272.000000 Penalty: 5913.225098
	Iteration 4Q: 3 clusters Score -1.889127e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -18897508.000000 Penalty: 5913.225098
	Iteration 5F: 3 clusters Score -1.889751e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -18907162.000000 Penalty: 5913.225098
	Iteration 6F: 3 clusters Score -1.890716e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -18919818.000000 Penalty: 5913.225098
	Iteration 7F: 3 clusters Score -1.891982e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -18931232.000000 Penalty: 5913.225098
	Iteration 8F: 3 clusters Score -1.893123e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -18937216.000000 Penalty: 5913.225098
	Iteration 9Q: 3 clusters Score -1.893722e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18939010.000000 Penalty: 5913.225098
	Iteration 10Q: 3 clusters Score -1.893901e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18939488.000000 Penalty: 5913.225098
	Iteration 11Q: 3 clusters Score -1.893949e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150156 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18939640.000000 Penalty: 5913.225098
	Iteration 12Q: 3 clusters Score -1.893964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18939778.000000 Penalty: 5913.225098
	Iteration 13Q: 3 clusters Score -1.893978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18939818.000000 Penalty: 5913.225098
	Iteration 14Q: 3 clusters Score -1.893982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18939822.000000 Penalty: 5913.225098
	Iteration 15Q: 3 clusters Score -1.893982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18939842.000000 Penalty: 5913.225098
	Iteration 16Q: 3 clusters Score -1.893984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18939856.000000 Penalty: 5913.225098
	Iteration 17Q: 3 clusters Score -1.893986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18939856.000000 Penalty: 5913.225098
	Iteration 18Q: 3 clusters Score -1.893986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18939856.000000 Penalty: 5913.225098
	Iteration 19Q: 3 clusters Score -1.893986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18939856.000000 Penalty: 5913.225098
	Iteration 20F: 3 clusters Score -1.893986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65590.390625 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65590.39 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65765.234375 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65765.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65827.726562 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -65827.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65853.679688 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65853.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65859.664062 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65859.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65859.664062 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -65859.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Entering Unmasked Estep 
Score: -13572905.000000 Penalty: 2872.304443
	Iteration 0F: 2 clusters Score -1.35729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -13501005.000000 Penalty: 5744.608887
	Iteration 0F: 3 clusters Score -1.3501e+07 nChanged 50952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -13530385.000000 Penalty: 5744.608887
	Iteration 1F: 3 clusters Score -1.353038e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -13531145.000000 Penalty: 5744.608887
	Iteration 2Q: 3 clusters Score -1.353114e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -13532037.000000 Penalty: 5744.608887
	Iteration 3Q: 3 clusters Score -1.353204e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -13533158.000000 Penalty: 5744.608887
	Iteration 4Q: 3 clusters Score -1.353316e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -13534656.000000 Penalty: 5744.608887
	Iteration 5Q: 3 clusters Score -1.353466e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -13536842.000000 Penalty: 5744.608887
	Iteration 6Q: 3 clusters Score -1.353684e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -13540104.000000 Penalty: 5744.608887
	Iteration 7F: 3 clusters Score -1.35401e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -13545015.000000 Penalty: 5744.608887
	Iteration 8F: 3 clusters Score -1.354502e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -13550689.000000 Penalty: 5744.608887
	Iteration 9F: 3 clusters Score -1.355069e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -13555631.000000 Penalty: 5744.608887
	Iteration 10F: 3 clusters Score -1.355563e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -13559052.000000 Penalty: 5744.608887
	Iteration 11Q: 3 clusters Score -1.355905e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -13561149.000000 Penalty: 5744.608887
	Iteration 12Q: 3 clusters Score -1.356115e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -13562435.000000 Penalty: 5744.608887
	Iteration 13Q: 3 clusters Score -1.356244e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -13563572.000000 Penalty: 5744.608887
	Iteration 14Q: 3 clusters Score -1.356357e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -13564447.000000 Penalty: 5744.608887
	Iteration 15Q: 3 clusters Score -1.356445e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -13565426.000000 Penalty: 5744.608887
	Iteration 16Q: 3 clusters Score -1.356543e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -13566229.000000 Penalty: 5744.608887
	Iteration 17Q: 3 clusters Score -1.356623e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -13566943.000000 Penalty: 5744.608887
	Iteration 18Q: 3 clusters Score -1.356694e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -13567509.000000 Penalty: 5744.608887
	Iteration 19Q: 3 clusters Score -1.356751e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -13568011.000000 Penalty: 5744.608887
	Iteration 20F: 3 clusters Score -1.356801e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -13568478.000000 Penalty: 5744.608887
	Iteration 21Q: 3 clusters Score -1.356848e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -13568914.000000 Penalty: 5744.608887
	Iteration 22Q: 3 clusters Score -1.356891e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -13569261.000000 Penalty: 5744.608887
	Iteration 23Q: 3 clusters Score -1.356926e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13569535.000000 Penalty: 5744.608887
	Iteration 24Q: 3 clusters Score -1.356954e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13569733.000000 Penalty: 5744.608887
	Iteration 25Q: 3 clusters Score -1.356973e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13569843.000000 Penalty: 5744.608887
	Iteration 26Q: 3 clusters Score -1.356984e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13569962.000000 Penalty: 5744.608887
	Iteration 27Q: 3 clusters Score -1.356996e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13570084.000000 Penalty: 5744.608887
	Iteration 28Q: 3 clusters Score -1.357008e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105994 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13570151.000000 Penalty: 5744.608887
	Iteration 29Q: 3 clusters Score -1.357015e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13570196.000000 Penalty: 5744.608887
	Iteration 30Q: 3 clusters Score -1.35702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13570256.000000 Penalty: 5744.608887
	Iteration 31Q: 3 clusters Score -1.357026e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13570295.000000 Penalty: 5744.608887
	Iteration 32Q: 3 clusters Score -1.35703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13570321.000000 Penalty: 5744.608887
	Iteration 33Q: 3 clusters Score -1.357032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13570323.000000 Penalty: 5744.608887
	Iteration 34Q: 3 clusters Score -1.357032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13570346.000000 Penalty: 5744.608887
	Iteration 35Q: 3 clusters Score -1.357035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13570363.000000 Penalty: 5744.608887
	Iteration 36Q: 3 clusters Score -1.357036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13570378.000000 Penalty: 5744.608887
	Iteration 37Q: 3 clusters Score -1.357038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13570387.000000 Penalty: 5744.608887
	Iteration 38Q: 3 clusters Score -1.357039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13570399.000000 Penalty: 5744.608887
	Iteration 39Q: 3 clusters Score -1.35704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13570429.000000 Penalty: 5744.608887
	Iteration 40F: 3 clusters Score -1.357043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13570420.000000 Penalty: 5744.608887
	Iteration 41Q: 3 clusters Score -1.357042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13570422.000000 Penalty: 5744.608887
	Iteration 42Q: 3 clusters Score -1.357042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13570431.000000 Penalty: 5744.608887
	Iteration 43Q: 3 clusters Score -1.357043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13570427.000000 Penalty: 5744.608887
	Iteration 44Q: 3 clusters Score -1.357043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13570437.000000 Penalty: 5744.608887
	Iteration 45Q: 3 clusters Score -1.357044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13570432.000000 Penalty: 5744.608887
	Iteration 46Q: 3 clusters Score -1.357043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13570438.000000 Penalty: 5744.608887
	Iteration 47Q: 3 clusters Score -1.357044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13570439.000000 Penalty: 5744.608887
	Iteration 48Q: 3 clusters Score -1.357044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13570468.000000 Penalty: 5744.608887
	Iteration 49Q: 3 clusters Score -1.357047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13570459.000000 Penalty: 5744.608887
	Iteration 50Q: 3 clusters Score -1.357046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13570461.000000 Penalty: 5744.608887
	Iteration 51Q: 3 clusters Score -1.357046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13570465.000000 Penalty: 5744.608887
	Iteration 52Q: 3 clusters Score -1.357046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13570465.000000 Penalty: 5744.608887
	Iteration 53Q: 3 clusters Score -1.357046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13570469.000000 Penalty: 5744.608887
	Iteration 54Q: 3 clusters Score -1.357047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13570469.000000 Penalty: 5744.608887
	Iteration 55F: 3 clusters Score -1.357047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -200136.343750 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -200136.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -197790.921875 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -197790.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -198182.093750 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -198182.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -198274.828125 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -198274.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198333.187500 Penalty: 3665.530029
	Iteration 3Q: 3 clusters Score -198333.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198355.671875 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -198355.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198365.781250 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -198365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198373.031250 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -198373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -198376.671875 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -198376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198378.656250 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -198378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198378.593750 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -198378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198379.062500 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -198379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198379.062500 Penalty: 3665.530029
	Iteration 11F: 3 clusters Score -198379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (180144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180144 members 
Entering Unmasked Estep 
Score: -22556386.000000 Penalty: 3001.175049
	Iteration 0F: 2 clusters Score -2.255639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -22438222.000000 Penalty: 6002.350098
	Iteration 0F: 3 clusters Score -2.243822e+07 nChanged 86306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -22488108.000000 Penalty: 6002.350098
	Iteration 1F: 3 clusters Score -2.248811e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -22488894.000000 Penalty: 6002.350098
	Iteration 2Q: 3 clusters Score -2.248889e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -22490036.000000 Penalty: 6002.350098
	Iteration 3Q: 3 clusters Score -2.249004e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -22491120.000000 Penalty: 6002.350098
	Iteration 4Q: 3 clusters Score -2.249112e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -22492550.000000 Penalty: 6002.350098
	Iteration 5Q: 3 clusters Score -2.249255e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -22495284.000000 Penalty: 6002.350098
	Iteration 6Q: 3 clusters Score -2.249528e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -22499808.000000 Penalty: 6002.350098
	Iteration 7Q: 3 clusters Score -2.249981e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -22507036.000000 Penalty: 6002.350098
	Iteration 8F: 3 clusters Score -2.250704e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -22517220.000000 Penalty: 6002.350098
	Iteration 9F: 3 clusters Score -2.251722e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -22527276.000000 Penalty: 6002.350098
	Iteration 10F: 3 clusters Score -2.252728e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -22533066.000000 Penalty: 6002.350098
	Iteration 11F: 3 clusters Score -2.253307e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125530 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -22535858.000000 Penalty: 6002.350098
	Iteration 12Q: 3 clusters Score -2.253586e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -22538058.000000 Penalty: 6002.350098
	Iteration 13Q: 3 clusters Score -2.253806e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131290 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -22540022.000000 Penalty: 6002.350098
	Iteration 14Q: 3 clusters Score -2.254002e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134144 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -22542244.000000 Penalty: 6002.350098
	Iteration 15Q: 3 clusters Score -2.254224e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136855 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -22544502.000000 Penalty: 6002.350098
	Iteration 16Q: 3 clusters Score -2.25445e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139349 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -22546610.000000 Penalty: 6002.350098
	Iteration 17Q: 3 clusters Score -2.254661e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -22548566.000000 Penalty: 6002.350098
	Iteration 18Q: 3 clusters Score -2.254857e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -22550232.000000 Penalty: 6002.350098
	Iteration 19Q: 3 clusters Score -2.255023e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -22551556.000000 Penalty: 6002.350098
	Iteration 20F: 3 clusters Score -2.255156e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146753 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -22552614.000000 Penalty: 6002.350098
	Iteration 21Q: 3 clusters Score -2.255261e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -22553508.000000 Penalty: 6002.350098
	Iteration 22Q: 3 clusters Score -2.255351e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149210 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -22554302.000000 Penalty: 6002.350098
	Iteration 23Q: 3 clusters Score -2.25543e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -22554852.000000 Penalty: 6002.350098
	Iteration 24Q: 3 clusters Score -2.255485e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -22555286.000000 Penalty: 6002.350098
	Iteration 25Q: 3 clusters Score -2.255529e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152064 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -22555592.000000 Penalty: 6002.350098
	Iteration 26Q: 3 clusters Score -2.255559e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -22555790.000000 Penalty: 6002.350098
	Iteration 27Q: 3 clusters Score -2.255579e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -22555846.000000 Penalty: 6002.350098
	Iteration 28Q: 3 clusters Score -2.255585e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -22555910.000000 Penalty: 6002.350098
	Iteration 29Q: 3 clusters Score -2.255591e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -22555938.000000 Penalty: 6002.350098
	Iteration 30Q: 3 clusters Score -2.255594e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -22555986.000000 Penalty: 6002.350098
	Iteration 31Q: 3 clusters Score -2.255599e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -22556042.000000 Penalty: 6002.350098
	Iteration 32Q: 3 clusters Score -2.255604e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -22556110.000000 Penalty: 6002.350098
	Iteration 33Q: 3 clusters Score -2.255611e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156923 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -22556216.000000 Penalty: 6002.350098
	Iteration 34Q: 3 clusters Score -2.255622e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -22556222.000000 Penalty: 6002.350098
	Iteration 35Q: 3 clusters Score -2.255622e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -22556320.000000 Penalty: 6002.350098
	Iteration 36Q: 3 clusters Score -2.255632e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -22556316.000000 Penalty: 6002.350098
	Iteration 37Q: 3 clusters Score -2.255632e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158753 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -22556320.000000 Penalty: 6002.350098
	Iteration 38Q: 3 clusters Score -2.255632e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -22556332.000000 Penalty: 6002.350098
	Iteration 39Q: 3 clusters Score -2.255633e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -22556338.000000 Penalty: 6002.350098
	Iteration 40F: 3 clusters Score -2.255634e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159760 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -22556406.000000 Penalty: 6002.350098
	Iteration 41Q: 3 clusters Score -2.255641e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160049 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -22556392.000000 Penalty: 6002.350098
	Iteration 42Q: 3 clusters Score -2.255639e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -22556386.000000 Penalty: 6002.350098
	Iteration 43Q: 3 clusters Score -2.255639e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -22556356.000000 Penalty: 6002.350098
	Iteration 44Q: 3 clusters Score -2.255636e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -22556350.000000 Penalty: 6002.350098
	Iteration 45Q: 3 clusters Score -2.255635e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -22556300.000000 Penalty: 6002.350098
	Iteration 46Q: 3 clusters Score -2.25563e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -22556264.000000 Penalty: 6002.350098
	Iteration 47Q: 3 clusters Score -2.255626e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161586 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -22556284.000000 Penalty: 6002.350098
	Iteration 48Q: 3 clusters Score -2.255628e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161837 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -22556324.000000 Penalty: 6002.350098
	Iteration 49Q: 3 clusters Score -2.255632e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -22556378.000000 Penalty: 6002.350098
	Iteration 50Q: 3 clusters Score -2.255638e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -22556342.000000 Penalty: 6002.350098
	Iteration 51Q: 3 clusters Score -2.255634e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162616 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -22556356.000000 Penalty: 6002.350098
	Iteration 52Q: 3 clusters Score -2.255636e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162858 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -22556342.000000 Penalty: 6002.350098
	Iteration 53Q: 3 clusters Score -2.255634e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -22556344.000000 Penalty: 6002.350098
	Iteration 54Q: 3 clusters Score -2.255634e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -22556304.000000 Penalty: 6002.350098
	Iteration 55Q: 3 clusters Score -2.25563e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163526 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -22556300.000000 Penalty: 6002.350098
	Iteration 56Q: 3 clusters Score -2.25563e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -22556294.000000 Penalty: 6002.350098
	Iteration 57Q: 3 clusters Score -2.255629e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -22556268.000000 Penalty: 6002.350098
	Iteration 58Q: 3 clusters Score -2.255627e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164148 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -22556266.000000 Penalty: 6002.350098
	Iteration 59Q: 3 clusters Score -2.255627e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -22556252.000000 Penalty: 6002.350098
	Iteration 60F: 3 clusters Score -2.255625e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164499 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -22556286.000000 Penalty: 6002.350098
	Iteration 61Q: 3 clusters Score -2.255629e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -22556274.000000 Penalty: 6002.350098
	Iteration 62Q: 3 clusters Score -2.255627e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -22556294.000000 Penalty: 6002.350098
	Iteration 63Q: 3 clusters Score -2.255629e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164950 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -22556316.000000 Penalty: 6002.350098
	Iteration 64Q: 3 clusters Score -2.255632e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -22556296.000000 Penalty: 6002.350098
	Iteration 65Q: 3 clusters Score -2.25563e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -22556318.000000 Penalty: 6002.350098
	Iteration 66Q: 3 clusters Score -2.255632e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -22556318.000000 Penalty: 6002.350098
	Iteration 67Q: 3 clusters Score -2.255632e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -22556326.000000 Penalty: 6002.350098
	Iteration 68Q: 3 clusters Score -2.255633e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -22556314.000000 Penalty: 6002.350098
	Iteration 69Q: 3 clusters Score -2.255631e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -22556264.000000 Penalty: 6002.350098
	Iteration 70Q: 3 clusters Score -2.255626e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -22556284.000000 Penalty: 6002.350098
	Iteration 71Q: 3 clusters Score -2.255628e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165940 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -22556262.000000 Penalty: 6002.350098
	Iteration 72Q: 3 clusters Score -2.255626e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166051 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -22556270.000000 Penalty: 6002.350098
	Iteration 73Q: 3 clusters Score -2.255627e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -22556280.000000 Penalty: 6002.350098
	Iteration 74Q: 3 clusters Score -2.255628e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -22556280.000000 Penalty: 6002.350098
	Iteration 75Q: 3 clusters Score -2.255628e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166308 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -22556258.000000 Penalty: 6002.350098
	Iteration 76Q: 3 clusters Score -2.255626e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166387 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -22556262.000000 Penalty: 6002.350098
	Iteration 77Q: 3 clusters Score -2.255626e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -22556266.000000 Penalty: 6002.350098
	Iteration 78Q: 3 clusters Score -2.255627e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166559 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -22556246.000000 Penalty: 6002.350098
	Iteration 79Q: 3 clusters Score -2.255625e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -22556260.000000 Penalty: 6002.350098
	Iteration 80F: 3 clusters Score -2.255626e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -22556242.000000 Penalty: 6002.350098
	Iteration 81Q: 3 clusters Score -2.255624e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -22556222.000000 Penalty: 6002.350098
	Iteration 82Q: 3 clusters Score -2.255622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166943 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -22556208.000000 Penalty: 6002.350098
	Iteration 83Q: 3 clusters Score -2.255621e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -22556188.000000 Penalty: 6002.350098
	Iteration 84Q: 3 clusters Score -2.255619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -22556196.000000 Penalty: 6002.350098
	Iteration 85Q: 3 clusters Score -2.25562e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -22556192.000000 Penalty: 6002.350098
	Iteration 86Q: 3 clusters Score -2.255619e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -22556174.000000 Penalty: 6002.350098
	Iteration 87Q: 3 clusters Score -2.255617e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167392 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -22556202.000000 Penalty: 6002.350098
	Iteration 88Q: 3 clusters Score -2.25562e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -22556190.000000 Penalty: 6002.350098
	Iteration 89Q: 3 clusters Score -2.255619e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167531 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -22556200.000000 Penalty: 6002.350098
	Iteration 90Q: 3 clusters Score -2.25562e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -22556174.000000 Penalty: 6002.350098
	Iteration 91Q: 3 clusters Score -2.255617e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -22556194.000000 Penalty: 6002.350098
	Iteration 92Q: 3 clusters Score -2.255619e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -22556190.000000 Penalty: 6002.350098
	Iteration 93Q: 3 clusters Score -2.255619e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167834 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -22556208.000000 Penalty: 6002.350098
	Iteration 94Q: 3 clusters Score -2.255621e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -22556196.000000 Penalty: 6002.350098
	Iteration 95Q: 3 clusters Score -2.25562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -22556204.000000 Penalty: 6002.350098
	Iteration 96Q: 3 clusters Score -2.25562e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -22556222.000000 Penalty: 6002.350098
	Iteration 97Q: 3 clusters Score -2.255622e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -22556192.000000 Penalty: 6002.350098
	Iteration 98Q: 3 clusters Score -2.255619e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -22556178.000000 Penalty: 6002.350098
	Iteration 99Q: 3 clusters Score -2.255618e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -22556214.000000 Penalty: 6002.350098
	Iteration 100F: 3 clusters Score -2.255621e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -22556198.000000 Penalty: 6002.350098
	Iteration 101Q: 3 clusters Score -2.25562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -22556168.000000 Penalty: 6002.350098
	Iteration 102Q: 3 clusters Score -2.255617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -22556194.000000 Penalty: 6002.350098
	Iteration 103Q: 3 clusters Score -2.255619e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168595 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -22556202.000000 Penalty: 6002.350098
	Iteration 104Q: 3 clusters Score -2.25562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -22556196.000000 Penalty: 6002.350098
	Iteration 105Q: 3 clusters Score -2.25562e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -22556174.000000 Penalty: 6002.350098
	Iteration 106Q: 3 clusters Score -2.255617e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -22556184.000000 Penalty: 6002.350098
	Iteration 107Q: 3 clusters Score -2.255618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168895 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -22556168.000000 Penalty: 6002.350098
	Iteration 108Q: 3 clusters Score -2.255617e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -22556116.000000 Penalty: 6002.350098
	Iteration 109Q: 3 clusters Score -2.255612e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -22556144.000000 Penalty: 6002.350098
	Iteration 110Q: 3 clusters Score -2.255614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -22556128.000000 Penalty: 6002.350098
	Iteration 111Q: 3 clusters Score -2.255613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -22556112.000000 Penalty: 6002.350098
	Iteration 112Q: 3 clusters Score -2.255611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169149 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -22556128.000000 Penalty: 6002.350098
	Iteration 113Q: 3 clusters Score -2.255613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -22556130.000000 Penalty: 6002.350098
	Iteration 114Q: 3 clusters Score -2.255613e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -22556174.000000 Penalty: 6002.350098
	Iteration 115Q: 3 clusters Score -2.255617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -22556168.000000 Penalty: 6002.350098
	Iteration 116Q: 3 clusters Score -2.255617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -22556182.000000 Penalty: 6002.350098
	Iteration 117Q: 3 clusters Score -2.255618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -22556162.000000 Penalty: 6002.350098
	Iteration 118Q: 3 clusters Score -2.255616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169396 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -22556110.000000 Penalty: 6002.350098
	Iteration 119Q: 3 clusters Score -2.255611e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -22556104.000000 Penalty: 6002.350098
	Iteration 120F: 3 clusters Score -2.25561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -22556084.000000 Penalty: 6002.350098
	Iteration 121Q: 3 clusters Score -2.255608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -22556092.000000 Penalty: 6002.350098
	Iteration 122Q: 3 clusters Score -2.255609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -22556082.000000 Penalty: 6002.350098
	Iteration 123Q: 3 clusters Score -2.255608e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -22556120.000000 Penalty: 6002.350098
	Iteration 124Q: 3 clusters Score -2.255612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169606 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -22556112.000000 Penalty: 6002.350098
	Iteration 125Q: 3 clusters Score -2.255611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -22556066.000000 Penalty: 6002.350098
	Iteration 126Q: 3 clusters Score -2.255607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169656 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -22556046.000000 Penalty: 6002.350098
	Iteration 127Q: 3 clusters Score -2.255605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -22556036.000000 Penalty: 6002.350098
	Iteration 128Q: 3 clusters Score -2.255604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -22556048.000000 Penalty: 6002.350098
	Iteration 129Q: 3 clusters Score -2.255605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -22556042.000000 Penalty: 6002.350098
	Iteration 130Q: 3 clusters Score -2.255604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -22556060.000000 Penalty: 6002.350098
	Iteration 131Q: 3 clusters Score -2.255606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -22556090.000000 Penalty: 6002.350098
	Iteration 132Q: 3 clusters Score -2.255609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169851 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -22556062.000000 Penalty: 6002.350098
	Iteration 133Q: 3 clusters Score -2.255606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -22556064.000000 Penalty: 6002.350098
	Iteration 134Q: 3 clusters Score -2.255606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -22556060.000000 Penalty: 6002.350098
	Iteration 135Q: 3 clusters Score -2.255606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169970 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -22556026.000000 Penalty: 6002.350098
	Iteration 136Q: 3 clusters Score -2.255603e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170013 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -22556018.000000 Penalty: 6002.350098
	Iteration 137Q: 3 clusters Score -2.255602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -22556002.000000 Penalty: 6002.350098
	Iteration 138Q: 3 clusters Score -2.2556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170084 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -22556020.000000 Penalty: 6002.350098
	Iteration 139Q: 3 clusters Score -2.255602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170117 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -22556040.000000 Penalty: 6002.350098
	Iteration 140F: 3 clusters Score -2.255604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -22556020.000000 Penalty: 6002.350098
	Iteration 141Q: 3 clusters Score -2.255602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -22556018.000000 Penalty: 6002.350098
	Iteration 142Q: 3 clusters Score -2.255602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -22555996.000000 Penalty: 6002.350098
	Iteration 143Q: 3 clusters Score -2.2556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -22555972.000000 Penalty: 6002.350098
	Iteration 144Q: 3 clusters Score -2.255597e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -22555976.000000 Penalty: 6002.350098
	Iteration 145Q: 3 clusters Score -2.255598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170363 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -22555972.000000 Penalty: 6002.350098
	Iteration 146Q: 3 clusters Score -2.255597e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -22555970.000000 Penalty: 6002.350098
	Iteration 147Q: 3 clusters Score -2.255597e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -22555948.000000 Penalty: 6002.350098
	Iteration 148Q: 3 clusters Score -2.255595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -22555952.000000 Penalty: 6002.350098
	Iteration 149Q: 3 clusters Score -2.255595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170532 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -22555936.000000 Penalty: 6002.350098
	Iteration 150Q: 3 clusters Score -2.255594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170570 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -22555948.000000 Penalty: 6002.350098
	Iteration 151Q: 3 clusters Score -2.255595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170620 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -22555958.000000 Penalty: 6002.350098
	Iteration 152Q: 3 clusters Score -2.255596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -22555954.000000 Penalty: 6002.350098
	Iteration 153Q: 3 clusters Score -2.255595e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -22555950.000000 Penalty: 6002.350098
	Iteration 154Q: 3 clusters Score -2.255595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170734 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -22555952.000000 Penalty: 6002.350098
	Iteration 155Q: 3 clusters Score -2.255595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -22555962.000000 Penalty: 6002.350098
	Iteration 156Q: 3 clusters Score -2.255596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170786 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -22555998.000000 Penalty: 6002.350098
	Iteration 157Q: 3 clusters Score -2.2556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -22555990.000000 Penalty: 6002.350098
	Iteration 158Q: 3 clusters Score -2.255599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -22555992.000000 Penalty: 6002.350098
	Iteration 159Q: 3 clusters Score -2.255599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -22555968.000000 Penalty: 6002.350098
	Iteration 160F: 3 clusters Score -2.255597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -22555954.000000 Penalty: 6002.350098
	Iteration 161Q: 3 clusters Score -2.255595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170910 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -22555948.000000 Penalty: 6002.350098
	Iteration 162Q: 3 clusters Score -2.255595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -22555954.000000 Penalty: 6002.350098
	Iteration 163Q: 3 clusters Score -2.255595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -22555960.000000 Penalty: 6002.350098
	Iteration 164Q: 3 clusters Score -2.255596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -22555982.000000 Penalty: 6002.350098
	Iteration 165Q: 3 clusters Score -2.255598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -22555962.000000 Penalty: 6002.350098
	Iteration 166Q: 3 clusters Score -2.255596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -22555942.000000 Penalty: 6002.350098
	Iteration 167Q: 3 clusters Score -2.255594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -22555952.000000 Penalty: 6002.350098
	Iteration 168Q: 3 clusters Score -2.255595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -22555950.000000 Penalty: 6002.350098
	Iteration 169Q: 3 clusters Score -2.255595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -22555966.000000 Penalty: 6002.350098
	Iteration 170Q: 3 clusters Score -2.255597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -22555960.000000 Penalty: 6002.350098
	Iteration 171Q: 3 clusters Score -2.255596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -22555950.000000 Penalty: 6002.350098
	Iteration 172Q: 3 clusters Score -2.255595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -22555944.000000 Penalty: 6002.350098
	Iteration 173Q: 3 clusters Score -2.255594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -22555930.000000 Penalty: 6002.350098
	Iteration 174Q: 3 clusters Score -2.255593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -22555944.000000 Penalty: 6002.350098
	Iteration 175Q: 3 clusters Score -2.255594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -22555930.000000 Penalty: 6002.350098
	Iteration 176Q: 3 clusters Score -2.255593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -22555928.000000 Penalty: 6002.350098
	Iteration 177Q: 3 clusters Score -2.255593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -22555932.000000 Penalty: 6002.350098
	Iteration 178Q: 3 clusters Score -2.255593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -22555924.000000 Penalty: 6002.350098
	Iteration 179Q: 3 clusters Score -2.255592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -22555894.000000 Penalty: 6002.350098
	Iteration 180F: 3 clusters Score -2.255589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -22555898.000000 Penalty: 6002.350098
	Iteration 181Q: 3 clusters Score -2.25559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -22555912.000000 Penalty: 6002.350098
	Iteration 182Q: 3 clusters Score -2.255591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -22555922.000000 Penalty: 6002.350098
	Iteration 183Q: 3 clusters Score -2.255592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -22555896.000000 Penalty: 6002.350098
	Iteration 184Q: 3 clusters Score -2.25559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -22555866.000000 Penalty: 6002.350098
	Iteration 185Q: 3 clusters Score -2.255587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -22555888.000000 Penalty: 6002.350098
	Iteration 186Q: 3 clusters Score -2.255589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -22555904.000000 Penalty: 6002.350098
	Iteration 187Q: 3 clusters Score -2.25559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171329 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -22555890.000000 Penalty: 6002.350098
	Iteration 188Q: 3 clusters Score -2.255589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -22555896.000000 Penalty: 6002.350098
	Iteration 189Q: 3 clusters Score -2.25559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -22555874.000000 Penalty: 6002.350098
	Iteration 190Q: 3 clusters Score -2.255587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -22555870.000000 Penalty: 6002.350098
	Iteration 191Q: 3 clusters Score -2.255587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -22555896.000000 Penalty: 6002.350098
	Iteration 192Q: 3 clusters Score -2.25559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -22555898.000000 Penalty: 6002.350098
	Iteration 193Q: 3 clusters Score -2.25559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -22555890.000000 Penalty: 6002.350098
	Iteration 194Q: 3 clusters Score -2.255589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -22555896.000000 Penalty: 6002.350098
	Iteration 195Q: 3 clusters Score -2.25559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -22555882.000000 Penalty: 6002.350098
	Iteration 196Q: 3 clusters Score -2.255588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -22555890.000000 Penalty: 6002.350098
	Iteration 197Q: 3 clusters Score -2.255589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -22555874.000000 Penalty: 6002.350098
	Iteration 198Q: 3 clusters Score -2.255587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -22555874.000000 Penalty: 6002.350098
	Iteration 199Q: 3 clusters Score -2.255587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -22555866.000000 Penalty: 6002.350098
	Iteration 200F: 3 clusters Score -2.255587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -22555848.000000 Penalty: 6002.350098
	Iteration 201Q: 3 clusters Score -2.255585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -22555858.000000 Penalty: 6002.350098
	Iteration 202Q: 3 clusters Score -2.255586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -22555850.000000 Penalty: 6002.350098
	Iteration 203Q: 3 clusters Score -2.255585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -22555848.000000 Penalty: 6002.350098
	Iteration 204Q: 3 clusters Score -2.255585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -22555836.000000 Penalty: 6002.350098
	Iteration 205Q: 3 clusters Score -2.255584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171523 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -22555868.000000 Penalty: 6002.350098
	Iteration 206Q: 3 clusters Score -2.255587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171539 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -22555868.000000 Penalty: 6002.350098
	Iteration 207Q: 3 clusters Score -2.255587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171551 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -22555850.000000 Penalty: 6002.350098
	Iteration 208Q: 3 clusters Score -2.255585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171569 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -22555828.000000 Penalty: 6002.350098
	Iteration 209Q: 3 clusters Score -2.255583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -22555836.000000 Penalty: 6002.350098
	Iteration 210Q: 3 clusters Score -2.255584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -22555834.000000 Penalty: 6002.350098
	Iteration 211Q: 3 clusters Score -2.255583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171628 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -22555844.000000 Penalty: 6002.350098
	Iteration 212Q: 3 clusters Score -2.255584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171641 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -22555850.000000 Penalty: 6002.350098
	Iteration 213Q: 3 clusters Score -2.255585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -22555850.000000 Penalty: 6002.350098
	Iteration 214Q: 3 clusters Score -2.255585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -22555830.000000 Penalty: 6002.350098
	Iteration 215Q: 3 clusters Score -2.255583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -22555858.000000 Penalty: 6002.350098
	Iteration 216Q: 3 clusters Score -2.255586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171699 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -22555860.000000 Penalty: 6002.350098
	Iteration 217Q: 3 clusters Score -2.255586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171715 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -22555860.000000 Penalty: 6002.350098
	Iteration 218Q: 3 clusters Score -2.255586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171726 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -22555848.000000 Penalty: 6002.350098
	Iteration 219Q: 3 clusters Score -2.255585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -22555852.000000 Penalty: 6002.350098
	Iteration 220F: 3 clusters Score -2.255585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171739 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -22555852.000000 Penalty: 6002.350098
	Iteration 221Q: 3 clusters Score -2.255585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -22555848.000000 Penalty: 6002.350098
	Iteration 222Q: 3 clusters Score -2.255585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -22555834.000000 Penalty: 6002.350098
	Iteration 223Q: 3 clusters Score -2.255583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171762 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -22555836.000000 Penalty: 6002.350098
	Iteration 224Q: 3 clusters Score -2.255584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -22555824.000000 Penalty: 6002.350098
	Iteration 225Q: 3 clusters Score -2.255582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -22555838.000000 Penalty: 6002.350098
	Iteration 226Q: 3 clusters Score -2.255584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171769 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -22555842.000000 Penalty: 6002.350098
	Iteration 227Q: 3 clusters Score -2.255584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171770 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -22555842.000000 Penalty: 6002.350098
	Iteration 228Q: 3 clusters Score -2.255584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -22555844.000000 Penalty: 6002.350098
	Iteration 229Q: 3 clusters Score -2.255584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171775 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -22555830.000000 Penalty: 6002.350098
	Iteration 230Q: 3 clusters Score -2.255583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -22555840.000000 Penalty: 6002.350098
	Iteration 231Q: 3 clusters Score -2.255584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -22555832.000000 Penalty: 6002.350098
	Iteration 232Q: 3 clusters Score -2.255583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -22555830.000000 Penalty: 6002.350098
	Iteration 233Q: 3 clusters Score -2.255583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171790 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -22555834.000000 Penalty: 6002.350098
	Iteration 234Q: 3 clusters Score -2.255583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171793 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -22555840.000000 Penalty: 6002.350098
	Iteration 235Q: 3 clusters Score -2.255584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -22555838.000000 Penalty: 6002.350098
	Iteration 236Q: 3 clusters Score -2.255584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -22555844.000000 Penalty: 6002.350098
	Iteration 237Q: 3 clusters Score -2.255584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171798 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -22555838.000000 Penalty: 6002.350098
	Iteration 238Q: 3 clusters Score -2.255584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171798 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -22555838.000000 Penalty: 6002.350098
	Iteration 239F: 3 clusters Score -2.255584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -143527.390625 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -143527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -141454.656250 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -141454.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -141764.687500 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -141764.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -141873.031250 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -141873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -141950.812500 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -141950.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142020.578125 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -142020.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -142074.609375 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -142074.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142132.734375 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -142132.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142190.968750 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -142191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142244.156250 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -142244.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142282.625000 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -142282.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142314.203125 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -142314.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142352.921875 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -142352.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142408.062500 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -142408.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142461.109375 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -142461.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142524.937500 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -142524.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142595.796875 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -142595.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142715.000000 Penalty: 3520.794434
	Iteration 16Q: 3 clusters Score -142715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142773.968750 Penalty: 3520.794434
	Iteration 17Q: 3 clusters Score -142774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142841.562500 Penalty: 3520.794434
	Iteration 18Q: 3 clusters Score -142841.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142913.046875 Penalty: 3520.794434
	Iteration 19Q: 3 clusters Score -142913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -142973.265625 Penalty: 3520.794434
	Iteration 20F: 3 clusters Score -142973.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -143063.046875 Penalty: 3520.794434
	Iteration 21Q: 3 clusters Score -143063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -143192.859375 Penalty: 3520.794434
	Iteration 22Q: 3 clusters Score -143192.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143370.984375 Penalty: 3520.794434
	Iteration 23Q: 3 clusters Score -143371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -143535.843750 Penalty: 3520.794434
	Iteration 24Q: 3 clusters Score -143535.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -143799.656250 Penalty: 3520.794434
	Iteration 25Q: 3 clusters Score -143799.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143947.437500 Penalty: 3520.794434
	Iteration 26Q: 3 clusters Score -143947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -144018.890625 Penalty: 3520.794434
	Iteration 27Q: 3 clusters Score -144018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144058.343750 Penalty: 3520.794434
	Iteration 28Q: 3 clusters Score -144058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -144087.093750 Penalty: 3520.794434
	Iteration 29Q: 3 clusters Score -144087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144091.906250 Penalty: 3520.794434
	Iteration 30Q: 3 clusters Score -144091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144091.906250 Penalty: 3520.794434
	Iteration 31F: 3 clusters Score -144091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 76981 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 150516 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 107138 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180144 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150317 members 
Entering Unmasked Estep 
Score: -105739352.000000 Penalty: 60983.355469
Splitting cluster 18 changes total score from -105739016.000000 to -105739352.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 19 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -176768.312500 Penalty: 1839.857666
	Iteration 0F: 2 clusters Score -176768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -174458.718750 Penalty: 3679.715332
	Iteration 0F: 3 clusters Score -174458.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -175760.921875 Penalty: 3679.715332
	Iteration 1F: 3 clusters Score -175760.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176608.015625 Penalty: 3679.715332
	Iteration 2F: 3 clusters Score -176608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177434.312500 Penalty: 3679.715332
	Iteration 3F: 3 clusters Score -177434.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178319.656250 Penalty: 3679.715332
	Iteration 4F: 3 clusters Score -178319.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178970.187500 Penalty: 3679.715332
	Iteration 5Q: 3 clusters Score -178970.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179609.250000 Penalty: 3679.715332
	Iteration 6Q: 3 clusters Score -179609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179842.625000 Penalty: 3679.715332
	Iteration 7Q: 3 clusters Score -179842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179848.453125 Penalty: 3679.715332
	Iteration 8F: 3 clusters Score -179848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179854.203125 Penalty: 3679.715332
	Iteration 9Q: 3 clusters Score -179854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179858.328125 Penalty: 3679.715332
	Iteration 10Q: 3 clusters Score -179858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179858.328125 Penalty: 3679.715332
	Iteration 11F: 3 clusters Score -179858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 76981 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 150516 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 107138 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180144 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150317 members 
Entering Unmasked Estep 
Score: -105741032.000000 Penalty: 64371.320312
Splitting cluster 19 changes total score from -105739016.000000 to -105741032.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 20 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -31776.662109 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -31776.66 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 146 members 
Entering Unmasked Estep 
Score: -30538.470703 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -30538.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30634.900391 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -30634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30669.779297 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -30669.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30674.171875 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -30674.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30674.171875 Penalty: 2838.898193
	Iteration 4F: 3 clusters Score -30674.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (150317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Entering Unmasked Estep 
Score: -18978544.000000 Penalty: 2956.284424
	Iteration 0F: 2 clusters Score -1.897854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -18879482.000000 Penalty: 5912.568848
	Iteration 0F: 3 clusters Score -1.887948e+07 nChanged 71684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -18921612.000000 Penalty: 5912.568848
	Iteration 1F: 3 clusters Score -1.892161e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -18923172.000000 Penalty: 5912.568848
	Iteration 2Q: 3 clusters Score -1.892317e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -18925314.000000 Penalty: 5912.568848
	Iteration 3Q: 3 clusters Score -1.892531e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -18929272.000000 Penalty: 5912.568848
	Iteration 4F: 3 clusters Score -1.892927e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 101593 members 
Entering Unmasked Estep 
Score: -18936222.000000 Penalty: 5912.568848
	Iteration 5F: 3 clusters Score -1.893622e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -18946404.000000 Penalty: 5912.568848
	Iteration 6F: 3 clusters Score -1.89464e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -18957314.000000 Penalty: 5912.568848
	Iteration 7F: 3 clusters Score -1.895731e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 130894 members 
Entering Unmasked Estep 
Score: -18965924.000000 Penalty: 5912.568848
	Iteration 8F: 3 clusters Score -1.896592e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -18970742.000000 Penalty: 5912.568848
	Iteration 9Q: 3 clusters Score -1.897074e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 138122 members 
Entering Unmasked Estep 
Score: -18973342.000000 Penalty: 5912.568848
	Iteration 10Q: 3 clusters Score -1.897334e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -18974440.000000 Penalty: 5912.568848
	Iteration 11Q: 3 clusters Score -1.897444e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 140960 members 
Entering Unmasked Estep 
Score: -18975238.000000 Penalty: 5912.568848
	Iteration 12Q: 3 clusters Score -1.897524e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -18975938.000000 Penalty: 5912.568848
	Iteration 13Q: 3 clusters Score -1.897594e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 142810 members 
Entering Unmasked Estep 
Score: -18976410.000000 Penalty: 5912.568848
	Iteration 14Q: 3 clusters Score -1.897641e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 143511 members 
Entering Unmasked Estep 
Score: -18976670.000000 Penalty: 5912.568848
	Iteration 15Q: 3 clusters Score -1.897667e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -18976896.000000 Penalty: 5912.568848
	Iteration 16Q: 3 clusters Score -1.89769e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -18977038.000000 Penalty: 5912.568848
	Iteration 17Q: 3 clusters Score -1.897704e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -18977172.000000 Penalty: 5912.568848
	Iteration 18Q: 3 clusters Score -1.897717e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 145335 members 
Entering Unmasked Estep 
Score: -18977248.000000 Penalty: 5912.568848
	Iteration 19Q: 3 clusters Score -1.897725e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -18977328.000000 Penalty: 5912.568848
	Iteration 20F: 3 clusters Score -1.897733e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 145901 members 
Entering Unmasked Estep 
Score: -18977332.000000 Penalty: 5912.568848
	Iteration 21Q: 3 clusters Score -1.897733e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -18977340.000000 Penalty: 5912.568848
	Iteration 22Q: 3 clusters Score -1.897734e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 146304 members 
Entering Unmasked Estep 
Score: -18977368.000000 Penalty: 5912.568848
	Iteration 23Q: 3 clusters Score -1.897737e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -18977324.000000 Penalty: 5912.568848
	Iteration 24Q: 3 clusters Score -1.897732e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -18977322.000000 Penalty: 5912.568848
	Iteration 25Q: 3 clusters Score -1.897732e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -18977306.000000 Penalty: 5912.568848
	Iteration 26Q: 3 clusters Score -1.897731e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -18977340.000000 Penalty: 5912.568848
	Iteration 27Q: 3 clusters Score -1.897734e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 147048 members 
Entering Unmasked Estep 
Score: -18977322.000000 Penalty: 5912.568848
	Iteration 28Q: 3 clusters Score -1.897732e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -18977324.000000 Penalty: 5912.568848
	Iteration 29Q: 3 clusters Score -1.897732e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -18977298.000000 Penalty: 5912.568848
	Iteration 30Q: 3 clusters Score -1.89773e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -18977328.000000 Penalty: 5912.568848
	Iteration 31Q: 3 clusters Score -1.897733e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -18977352.000000 Penalty: 5912.568848
	Iteration 32Q: 3 clusters Score -1.897735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -18977338.000000 Penalty: 5912.568848
	Iteration 33Q: 3 clusters Score -1.897734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 147494 members 
Entering Unmasked Estep 
Score: -18977346.000000 Penalty: 5912.568848
	Iteration 34Q: 3 clusters Score -1.897735e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -18977334.000000 Penalty: 5912.568848
	Iteration 35Q: 3 clusters Score -1.897733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -18977334.000000 Penalty: 5912.568848
	Iteration 36Q: 3 clusters Score -1.897733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -18977332.000000 Penalty: 5912.568848
	Iteration 37Q: 3 clusters Score -1.897733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -18977328.000000 Penalty: 5912.568848
	Iteration 38Q: 3 clusters Score -1.897733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 147600 members 
Entering Unmasked Estep 
Score: -18977324.000000 Penalty: 5912.568848
	Iteration 39Q: 3 clusters Score -1.897732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 147614 members 
Entering Unmasked Estep 
Score: -18977320.000000 Penalty: 5912.568848
	Iteration 40F: 3 clusters Score -1.897732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -18977328.000000 Penalty: 5912.568848
	Iteration 41Q: 3 clusters Score -1.897733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -18977324.000000 Penalty: 5912.568848
	Iteration 42Q: 3 clusters Score -1.897732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -18977312.000000 Penalty: 5912.568848
	Iteration 43Q: 3 clusters Score -1.897731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -18977328.000000 Penalty: 5912.568848
	Iteration 44Q: 3 clusters Score -1.897733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -18977318.000000 Penalty: 5912.568848
	Iteration 45Q: 3 clusters Score -1.897732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -18977314.000000 Penalty: 5912.568848
	Iteration 46Q: 3 clusters Score -1.897731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -18977338.000000 Penalty: 5912.568848
	Iteration 47Q: 3 clusters Score -1.897734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -18977352.000000 Penalty: 5912.568848
	Iteration 48Q: 3 clusters Score -1.897735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -18977352.000000 Penalty: 5912.568848
	Iteration 49Q: 3 clusters Score -1.897735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -18977354.000000 Penalty: 5912.568848
	Iteration 50Q: 3 clusters Score -1.897735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -18977340.000000 Penalty: 5912.568848
	Iteration 51Q: 3 clusters Score -1.897734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 147722 members 
Entering Unmasked Estep 
Score: -18977334.000000 Penalty: 5912.568848
	Iteration 52Q: 3 clusters Score -1.897733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -18977344.000000 Penalty: 5912.568848
	Iteration 53Q: 3 clusters Score -1.897734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -18977332.000000 Penalty: 5912.568848
	Iteration 54Q: 3 clusters Score -1.897733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -18977326.000000 Penalty: 5912.568848
	Iteration 55Q: 3 clusters Score -1.897733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 147746 members 
Entering Unmasked Estep 
Score: -18977326.000000 Penalty: 5912.568848
	Iteration 56Q: 3 clusters Score -1.897733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 147752 members 
Entering Unmasked Estep 
Score: -18977336.000000 Penalty: 5912.568848
	Iteration 57Q: 3 clusters Score -1.897734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -18977332.000000 Penalty: 5912.568848
	Iteration 58Q: 3 clusters Score -1.897733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -18977332.000000 Penalty: 5912.568848
	Iteration 59F: 3 clusters Score -1.897733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 76981 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 150516 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 107138 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180144 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741264.000000 Penalty: 64371.320312
Iteration 79Q: 20 clusters Score -1.057413e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 6623 members 
Mstep: Class 3 contains 17005 members 
Mstep: Class 4 contains 77030 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 1318 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 8 contains 150660 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 106128 members 
Mstep: Class 12 contains 604 members 
Mstep: Class 13 contains 627 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 180130 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 1055 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 150364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741280.000000 Penalty: 64371.320312
Iteration 80F: 20 clusters Score -1.057413e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 17056 members 
Mstep: Class 4 contains 77061 members 
Mstep: Class 5 contains 3849 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 150786 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 105135 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 180095 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 1050 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741712.000000 Penalty: 64371.320312
Iteration 81Q: 20 clusters Score -1.057417e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 17082 members 
Mstep: Class 4 contains 77074 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 150908 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 104157 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180078 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741616.000000 Penalty: 64371.320312
Iteration 82Q: 20 clusters Score -1.057416e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159532 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 17102 members 
Mstep: Class 4 contains 77126 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151051 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 103141 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180033 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741480.000000 Penalty: 64371.320312
Iteration 83Q: 20 clusters Score -1.057415e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160247 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 77177 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151176 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 102182 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 179964 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741392.000000 Penalty: 64371.320312
Iteration 84Q: 20 clusters Score -1.057414e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 17190 members 
Mstep: Class 4 contains 77194 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151334 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 101253 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 179919 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150784 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -1.057413e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161588 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 17221 members 
Mstep: Class 4 contains 77224 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151491 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 100313 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 179890 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150839 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -1.057411e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162221 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 17262 members 
Mstep: Class 4 contains 77285 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151646 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 99367 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 179833 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 150941 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -1.05741e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162882 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 17293 members 
Mstep: Class 4 contains 77315 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151785 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 98463 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 179777 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151021 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -1.057408e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163515 members 
Mstep: Class 2 contains 6880 members 
Mstep: Class 3 contains 17318 members 
Mstep: Class 4 contains 77344 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 151959 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 97561 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 179770 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151046 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -1.057407e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 17337 members 
Mstep: Class 4 contains 77383 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152099 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 96648 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 179791 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151112 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -1.057407e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 77438 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152239 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 95751 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 179820 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151202 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -1.057408e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 77478 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152390 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 94853 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 179909 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151285 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -1.057406e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 77531 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152535 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 93942 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 180069 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151414 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -1.057404e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 77579 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152689 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 93070 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 180253 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151505 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -1.057402e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166161 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 17595 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152803 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 92248 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180464 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151580 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -1.057402e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 17657 members 
Mstep: Class 4 contains 77651 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 152936 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 91415 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 180703 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151689 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.057401e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 4 contains 77710 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153052 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 90616 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 180964 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151799 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.0574e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 17773 members 
Mstep: Class 4 contains 77751 members 
Mstep: Class 5 contains 3650 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153182 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 89826 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 181273 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 151911 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.0574e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166787 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 17832 members 
Mstep: Class 4 contains 77800 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153309 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 89029 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 181631 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152007 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -1.0574e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166816 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 17890 members 
Mstep: Class 4 contains 77892 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153456 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 88271 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 181991 members 
Mstep: Class 18 contains 766 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152078 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.057401e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 17935 members 
Mstep: Class 4 contains 77960 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153584 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 87534 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 182369 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152209 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.057399e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166736 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 17999 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153710 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 86820 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 182760 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152333 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.0574e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 18082 members 
Mstep: Class 4 contains 78083 members 
Mstep: Class 5 contains 3601 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153849 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 86147 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 183113 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152447 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.057397e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 18158 members 
Mstep: Class 4 contains 78142 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 153983 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 85463 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 183491 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152534 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -1.057395e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166485 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 78182 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 154085 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 84823 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 183855 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152658 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -1.057395e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 18312 members 
Mstep: Class 4 contains 78241 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 154180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 84168 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 184209 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152775 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -1.057395e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 18397 members 
Mstep: Class 4 contains 78301 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 154259 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 83556 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 184564 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152877 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -1.057394e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 18475 members 
Mstep: Class 4 contains 78376 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 154362 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 82948 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 184889 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 152992 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -1.057392e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166211 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 18551 members 
Mstep: Class 4 contains 78429 members 
Mstep: Class 5 contains 3565 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 154444 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 185223 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 22 contains 153092 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.057394e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 18619 members 
Mstep: Class 4 contains 78498 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154527 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 81738 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 185560 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 22 contains 153181 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -1.057395e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 18669 members 
Mstep: Class 4 contains 78572 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154586 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 81108 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 185869 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153270 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -1.057395e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 18735 members 
Mstep: Class 4 contains 78635 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154624 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 80416 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 186223 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153373 members 
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Iteration 112Q: 20 clusters Score -1.057395e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166396 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 78707 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154685 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 79736 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 186508 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153468 members 
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Iteration 113Q: 20 clusters Score -1.057396e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 78797 members 
Mstep: Class 5 contains 3521 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154761 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 79099 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 186752 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739840.000000 Penalty: 64371.320312
Iteration 114Q: 20 clusters Score -1.057398e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 18923 members 
Mstep: Class 4 contains 78875 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154823 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 78469 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 186969 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739624.000000 Penalty: 64371.320312
Iteration 115Q: 20 clusters Score -1.057396e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 3 contains 18992 members 
Mstep: Class 4 contains 78931 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154887 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 77838 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 187192 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739608.000000 Penalty: 64371.320312
Iteration 116Q: 20 clusters Score -1.057396e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 19039 members 
Mstep: Class 4 contains 78983 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 154953 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 77244 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 187391 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739632.000000 Penalty: 64371.320312
Iteration 117Q: 20 clusters Score -1.057396e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 19085 members 
Mstep: Class 4 contains 79036 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 155036 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 76660 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 187573 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739328.000000 Penalty: 64371.320312
Iteration 118Q: 20 clusters Score -1.057393e+08 nChanged 1236
Entering ConstructFrom: 
Score: -105739328.000000 Penalty: 64371.320312
Entering ConstructFrom: 
Trying to split cluster 1 (167164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Entering Unmasked Estep 
Score: -20959110.000000 Penalty: 2982.629150
	Iteration 0F: 2 clusters Score -2.095911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -20849464.000000 Penalty: 5965.258301
	Iteration 0F: 3 clusters Score -2.084946e+07 nChanged 80265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -20896152.000000 Penalty: 5965.258301
	Iteration 1F: 3 clusters Score -2.089615e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -20896990.000000 Penalty: 5965.258301
	Iteration 2Q: 3 clusters Score -2.089699e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -20897988.000000 Penalty: 5965.258301
	Iteration 3Q: 3 clusters Score -2.089799e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -20899112.000000 Penalty: 5965.258301
	Iteration 4Q: 3 clusters Score -2.089911e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -20900926.000000 Penalty: 5965.258301
	Iteration 5Q: 3 clusters Score -2.090093e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -20904156.000000 Penalty: 5965.258301
	Iteration 6Q: 3 clusters Score -2.090416e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -20909926.000000 Penalty: 5965.258301
	Iteration 7F: 3 clusters Score -2.090993e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -20919724.000000 Penalty: 5965.258301
	Iteration 8F: 3 clusters Score -2.091972e+07 nChanged 14505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 137967 members 
Entering Unmasked Estep 
Score: -20933146.000000 Penalty: 5965.258301
	Iteration 9F: 3 clusters Score -2.093315e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -20945178.000000 Penalty: 5965.258301
	Iteration 10F: 3 clusters Score -2.094518e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -20951566.000000 Penalty: 5965.258301
	Iteration 11Q: 3 clusters Score -2.095157e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -20954622.000000 Penalty: 5965.258301
	Iteration 12Q: 3 clusters Score -2.095462e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 162757 members 
Entering Unmasked Estep 
Score: -20955912.000000 Penalty: 5965.258301
	Iteration 13Q: 3 clusters Score -2.095591e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -20956524.000000 Penalty: 5965.258301
	Iteration 14Q: 3 clusters Score -2.095652e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -20956816.000000 Penalty: 5965.258301
	Iteration 15Q: 3 clusters Score -2.095682e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -20957068.000000 Penalty: 5965.258301
	Iteration 16Q: 3 clusters Score -2.095707e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -20957164.000000 Penalty: 5965.258301
	Iteration 17Q: 3 clusters Score -2.095716e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -20957248.000000 Penalty: 5965.258301
	Iteration 18Q: 3 clusters Score -2.095725e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -20957314.000000 Penalty: 5965.258301
	Iteration 19Q: 3 clusters Score -2.095731e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -20957382.000000 Penalty: 5965.258301
	Iteration 20F: 3 clusters Score -2.095738e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -20957438.000000 Penalty: 5965.258301
	Iteration 21Q: 3 clusters Score -2.095744e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -20957452.000000 Penalty: 5965.258301
	Iteration 22Q: 3 clusters Score -2.095745e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -20957490.000000 Penalty: 5965.258301
	Iteration 23Q: 3 clusters Score -2.095749e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -20957520.000000 Penalty: 5965.258301
	Iteration 24Q: 3 clusters Score -2.095752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -20957584.000000 Penalty: 5965.258301
	Iteration 25Q: 3 clusters Score -2.095758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -20957612.000000 Penalty: 5965.258301
	Iteration 26Q: 3 clusters Score -2.095761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 164969 members 
Entering Unmasked Estep 
Score: -20957590.000000 Penalty: 5965.258301
	Iteration 27Q: 3 clusters Score -2.095759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 164962 members 
Entering Unmasked Estep 
Score: -20957604.000000 Penalty: 5965.258301
	Iteration 28Q: 3 clusters Score -2.09576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -20957662.000000 Penalty: 5965.258301
	Iteration 29Q: 3 clusters Score -2.095766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 164962 members 
Entering Unmasked Estep 
Score: -20957664.000000 Penalty: 5965.258301
	Iteration 30Q: 3 clusters Score -2.095766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -20957656.000000 Penalty: 5965.258301
	Iteration 31Q: 3 clusters Score -2.095766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -20957654.000000 Penalty: 5965.258301
	Iteration 32Q: 3 clusters Score -2.095765e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -20957674.000000 Penalty: 5965.258301
	Iteration 33Q: 3 clusters Score -2.095767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -20957700.000000 Penalty: 5965.258301
	Iteration 34Q: 3 clusters Score -2.09577e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -20957728.000000 Penalty: 5965.258301
	Iteration 35Q: 3 clusters Score -2.095773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 164919 members 
Entering Unmasked Estep 
Score: -20957728.000000 Penalty: 5965.258301
	Iteration 36Q: 3 clusters Score -2.095773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 164918 members 
Entering Unmasked Estep 
Score: -20957732.000000 Penalty: 5965.258301
	Iteration 37Q: 3 clusters Score -2.095773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 164917 members 
Entering Unmasked Estep 
Score: -20957738.000000 Penalty: 5965.258301
	Iteration 38Q: 3 clusters Score -2.095774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 164914 members 
Entering Unmasked Estep 
Score: -20957764.000000 Penalty: 5965.258301
	Iteration 39Q: 3 clusters Score -2.095776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -20957788.000000 Penalty: 5965.258301
	Iteration 40F: 3 clusters Score -2.095779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -20957790.000000 Penalty: 5965.258301
	Iteration 41Q: 3 clusters Score -2.095779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -20957776.000000 Penalty: 5965.258301
	Iteration 42Q: 3 clusters Score -2.095778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -20957802.000000 Penalty: 5965.258301
	Iteration 43Q: 3 clusters Score -2.09578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -20957812.000000 Penalty: 5965.258301
	Iteration 44Q: 3 clusters Score -2.095781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -20957812.000000 Penalty: 5965.258301
	Iteration 45Q: 3 clusters Score -2.095781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -20957812.000000 Penalty: 5965.258301
	Iteration 46Q: 3 clusters Score -2.095781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -20957810.000000 Penalty: 5965.258301
	Iteration 47Q: 3 clusters Score -2.095781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -20957834.000000 Penalty: 5965.258301
	Iteration 48Q: 3 clusters Score -2.095783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -20957824.000000 Penalty: 5965.258301
	Iteration 49Q: 3 clusters Score -2.095782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -20957836.000000 Penalty: 5965.258301
	Iteration 50Q: 3 clusters Score -2.095784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -20957842.000000 Penalty: 5965.258301
	Iteration 51Q: 3 clusters Score -2.095784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -20957842.000000 Penalty: 5965.258301
	Iteration 52F: 3 clusters Score -2.095784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Entering Unmasked Estep 
Score: -885188.937500 Penalty: 2210.426758
	Iteration 0F: 2 clusters Score -885188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -879057.687500 Penalty: 4420.853516
	Iteration 0F: 3 clusters Score -879057.7 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -880820.062500 Penalty: 4420.853516
	Iteration 1F: 3 clusters Score -880820.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -881290.750000 Penalty: 4420.853516
	Iteration 2F: 3 clusters Score -881290.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -881769.000000 Penalty: 4420.853516
	Iteration 3F: 3 clusters Score -881769 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -882147.250000 Penalty: 4420.853516
	Iteration 4F: 3 clusters Score -882147.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -882447.875000 Penalty: 4420.853516
	Iteration 5F: 3 clusters Score -882447.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -882699.687500 Penalty: 4420.853516
	Iteration 6F: 3 clusters Score -882699.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -882924.687500 Penalty: 4420.853516
	Iteration 7F: 3 clusters Score -882924.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -883109.750000 Penalty: 4420.853516
	Iteration 8Q: 3 clusters Score -883109.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -883264.437500 Penalty: 4420.853516
	Iteration 9Q: 3 clusters Score -883264.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -883398.750000 Penalty: 4420.853516
	Iteration 10Q: 3 clusters Score -883398.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -883505.937500 Penalty: 4420.853516
	Iteration 11Q: 3 clusters Score -883505.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -883598.500000 Penalty: 4420.853516
	Iteration 12Q: 3 clusters Score -883598.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -883680.937500 Penalty: 4420.853516
	Iteration 13Q: 3 clusters Score -883680.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -883748.000000 Penalty: 4420.853516
	Iteration 14Q: 3 clusters Score -883748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -883793.437500 Penalty: 4420.853516
	Iteration 15Q: 3 clusters Score -883793.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -883829.562500 Penalty: 4420.853516
	Iteration 16Q: 3 clusters Score -883829.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -883858.625000 Penalty: 4420.853516
	Iteration 17Q: 3 clusters Score -883858.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -883886.500000 Penalty: 4420.853516
	Iteration 18Q: 3 clusters Score -883886.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -883911.375000 Penalty: 4420.853516
	Iteration 19Q: 3 clusters Score -883911.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -883935.250000 Penalty: 4420.853516
	Iteration 20F: 3 clusters Score -883935.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -883958.687500 Penalty: 4420.853516
	Iteration 21Q: 3 clusters Score -883958.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -883975.625000 Penalty: 4420.853516
	Iteration 22Q: 3 clusters Score -883975.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -883990.250000 Penalty: 4420.853516
	Iteration 23Q: 3 clusters Score -883990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -883994.875000 Penalty: 4420.853516
	Iteration 24Q: 3 clusters Score -883994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -883999.500000 Penalty: 4420.853516
	Iteration 25Q: 3 clusters Score -883999.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -884010.250000 Penalty: 4420.853516
	Iteration 26Q: 3 clusters Score -884010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -884017.187500 Penalty: 4420.853516
	Iteration 27Q: 3 clusters Score -884017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -884023.625000 Penalty: 4420.853516
	Iteration 28Q: 3 clusters Score -884023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -884031.562500 Penalty: 4420.853516
	Iteration 29Q: 3 clusters Score -884031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -884030.687500 Penalty: 4420.853516
	Iteration 30Q: 3 clusters Score -884030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -884032.937500 Penalty: 4420.853516
	Iteration 31Q: 3 clusters Score -884032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -884038.437500 Penalty: 4420.853516
	Iteration 32Q: 3 clusters Score -884038.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -884043.312500 Penalty: 4420.853516
	Iteration 33Q: 3 clusters Score -884043.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -884050.937500 Penalty: 4420.853516
	Iteration 34Q: 3 clusters Score -884050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -884057.312500 Penalty: 4420.853516
	Iteration 35Q: 3 clusters Score -884057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -884065.062500 Penalty: 4420.853516
	Iteration 36Q: 3 clusters Score -884065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -884067.062500 Penalty: 4420.853516
	Iteration 37Q: 3 clusters Score -884067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -884072.250000 Penalty: 4420.853516
	Iteration 38Q: 3 clusters Score -884072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -884076.000000 Penalty: 4420.853516
	Iteration 39Q: 3 clusters Score -884076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -884078.812500 Penalty: 4420.853516
	Iteration 40F: 3 clusters Score -884078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -884080.437500 Penalty: 4420.853516
	Iteration 41Q: 3 clusters Score -884080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -884081.250000 Penalty: 4420.853516
	Iteration 42Q: 3 clusters Score -884081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -884082.625000 Penalty: 4420.853516
	Iteration 43Q: 3 clusters Score -884082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -884087.250000 Penalty: 4420.853516
	Iteration 44Q: 3 clusters Score -884087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -884089.437500 Penalty: 4420.853516
	Iteration 45Q: 3 clusters Score -884089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -884093.437500 Penalty: 4420.853516
	Iteration 46Q: 3 clusters Score -884093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -884095.000000 Penalty: 4420.853516
	Iteration 47Q: 3 clusters Score -884095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -884094.687500 Penalty: 4420.853516
	Iteration 48Q: 3 clusters Score -884094.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -884097.437500 Penalty: 4420.853516
	Iteration 49Q: 3 clusters Score -884097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -884103.812500 Penalty: 4420.853516
	Iteration 50Q: 3 clusters Score -884103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -884111.687500 Penalty: 4420.853516
	Iteration 51Q: 3 clusters Score -884111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -884112.125000 Penalty: 4420.853516
	Iteration 52Q: 3 clusters Score -884112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -884114.687500 Penalty: 4420.853516
	Iteration 53Q: 3 clusters Score -884114.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -884115.437500 Penalty: 4420.853516
	Iteration 54Q: 3 clusters Score -884115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -884116.750000 Penalty: 4420.853516
	Iteration 55Q: 3 clusters Score -884116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -884117.437500 Penalty: 4420.853516
	Iteration 56Q: 3 clusters Score -884117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -884120.312500 Penalty: 4420.853516
	Iteration 57Q: 3 clusters Score -884120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -884121.750000 Penalty: 4420.853516
	Iteration 58Q: 3 clusters Score -884121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -884123.750000 Penalty: 4420.853516
	Iteration 59Q: 3 clusters Score -884123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -884129.000000 Penalty: 4420.853516
	Iteration 60F: 3 clusters Score -884129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -884133.562500 Penalty: 4420.853516
	Iteration 61Q: 3 clusters Score -884133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -884137.125000 Penalty: 4420.853516
	Iteration 62Q: 3 clusters Score -884137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -884141.750000 Penalty: 4420.853516
	Iteration 63Q: 3 clusters Score -884141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -884144.875000 Penalty: 4420.853516
	Iteration 64Q: 3 clusters Score -884144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -884147.937500 Penalty: 4420.853516
	Iteration 65Q: 3 clusters Score -884147.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -884152.000000 Penalty: 4420.853516
	Iteration 66Q: 3 clusters Score -884152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -884152.500000 Penalty: 4420.853516
	Iteration 67Q: 3 clusters Score -884152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -884156.375000 Penalty: 4420.853516
	Iteration 68Q: 3 clusters Score -884156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -884156.187500 Penalty: 4420.853516
	Iteration 69Q: 3 clusters Score -884156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -884156.187500 Penalty: 4420.853516
	Iteration 70F: 3 clusters Score -884156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Entering Unmasked Estep 
Score: -2434569.000000 Penalty: 2444.983398
	Iteration 0F: 2 clusters Score -2434569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2421180.500000 Penalty: 4889.966797
	Iteration 0F: 3 clusters Score -2421180 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2425596.250000 Penalty: 4889.966797
	Iteration 1F: 3 clusters Score -2425596 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2426003.000000 Penalty: 4889.966797
	Iteration 2F: 3 clusters Score -2426003 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2426329.250000 Penalty: 4889.966797
	Iteration 3Q: 3 clusters Score -2426329 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2426645.000000 Penalty: 4889.966797
	Iteration 4Q: 3 clusters Score -2426645 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2427004.500000 Penalty: 4889.966797
	Iteration 5Q: 3 clusters Score -2427004 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2427458.750000 Penalty: 4889.966797
	Iteration 6Q: 3 clusters Score -2427459 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2428090.250000 Penalty: 4889.966797
	Iteration 7F: 3 clusters Score -2428090 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2428918.500000 Penalty: 4889.966797
	Iteration 8F: 3 clusters Score -2428918 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2429885.500000 Penalty: 4889.966797
	Iteration 9F: 3 clusters Score -2429886 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2430860.750000 Penalty: 4889.966797
	Iteration 10F: 3 clusters Score -2430861 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2431576.750000 Penalty: 4889.966797
	Iteration 11Q: 3 clusters Score -2431577 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2432031.500000 Penalty: 4889.966797
	Iteration 12Q: 3 clusters Score -2432032 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2432252.000000 Penalty: 4889.966797
	Iteration 13Q: 3 clusters Score -2432252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2432405.250000 Penalty: 4889.966797
	Iteration 14Q: 3 clusters Score -2432405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2432519.250000 Penalty: 4889.966797
	Iteration 15Q: 3 clusters Score -2432519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2432588.750000 Penalty: 4889.966797
	Iteration 16Q: 3 clusters Score -2432589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2432646.500000 Penalty: 4889.966797
	Iteration 17Q: 3 clusters Score -2432646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2432689.500000 Penalty: 4889.966797
	Iteration 18Q: 3 clusters Score -2432690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2432729.250000 Penalty: 4889.966797
	Iteration 19Q: 3 clusters Score -2432729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2432801.500000 Penalty: 4889.966797
	Iteration 20F: 3 clusters Score -2432802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2432902.000000 Penalty: 4889.966797
	Iteration 21Q: 3 clusters Score -2432902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2432970.750000 Penalty: 4889.966797
	Iteration 22Q: 3 clusters Score -2432971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2433030.000000 Penalty: 4889.966797
	Iteration 23Q: 3 clusters Score -2433030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2433056.750000 Penalty: 4889.966797
	Iteration 24Q: 3 clusters Score -2433057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2433072.500000 Penalty: 4889.966797
	Iteration 25Q: 3 clusters Score -2433072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2433083.750000 Penalty: 4889.966797
	Iteration 26Q: 3 clusters Score -2433084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2433089.250000 Penalty: 4889.966797
	Iteration 27Q: 3 clusters Score -2433089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2433089.500000 Penalty: 4889.966797
	Iteration 28Q: 3 clusters Score -2433090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2433093.500000 Penalty: 4889.966797
	Iteration 29F: 3 clusters Score -2433094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2433103.750000 Penalty: 4889.966797
	Iteration 30Q: 3 clusters Score -2433104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2433108.000000 Penalty: 4889.966797
	Iteration 31Q: 3 clusters Score -2433108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2433119.250000 Penalty: 4889.966797
	Iteration 32Q: 3 clusters Score -2433119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2433124.000000 Penalty: 4889.966797
	Iteration 33Q: 3 clusters Score -2433124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2433126.250000 Penalty: 4889.966797
	Iteration 34Q: 3 clusters Score -2433126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2433126.250000 Penalty: 4889.966797
	Iteration 35F: 3 clusters Score -2433126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Entering Unmasked Estep 
Score: -9653724.000000 Penalty: 2797.066406
	Iteration 0F: 2 clusters Score -9653724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -9601039.000000 Penalty: 5594.132812
	Iteration 0F: 3 clusters Score -9601039 nChanged 37062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -9621476.000000 Penalty: 5594.132812
	Iteration 1F: 3 clusters Score -9621476 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9622077.000000 Penalty: 5594.132812
	Iteration 2Q: 3 clusters Score -9622077 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -9622826.000000 Penalty: 5594.132812
	Iteration 3Q: 3 clusters Score -9622826 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -9623781.000000 Penalty: 5594.132812
	Iteration 4Q: 3 clusters Score -9623781 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -9625404.000000 Penalty: 5594.132812
	Iteration 5Q: 3 clusters Score -9625404 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -9628343.000000 Penalty: 5594.132812
	Iteration 6F: 3 clusters Score -9628343 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -9633038.000000 Penalty: 5594.132812
	Iteration 7F: 3 clusters Score -9633038 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -9639133.000000 Penalty: 5594.132812
	Iteration 8F: 3 clusters Score -9639133 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -9644936.000000 Penalty: 5594.132812
	Iteration 9F: 3 clusters Score -9644936 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -9648762.000000 Penalty: 5594.132812
	Iteration 10Q: 3 clusters Score -9648762 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -9650476.000000 Penalty: 5594.132812
	Iteration 11Q: 3 clusters Score -9650476 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -9650967.000000 Penalty: 5594.132812
	Iteration 12Q: 3 clusters Score -9650967 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -9651164.000000 Penalty: 5594.132812
	Iteration 13Q: 3 clusters Score -9651164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -9651249.000000 Penalty: 5594.132812
	Iteration 14Q: 3 clusters Score -9651249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -9651319.000000 Penalty: 5594.132812
	Iteration 15Q: 3 clusters Score -9651319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -9651337.000000 Penalty: 5594.132812
	Iteration 16Q: 3 clusters Score -9651337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -9651352.000000 Penalty: 5594.132812
	Iteration 17Q: 3 clusters Score -9651352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -9651362.000000 Penalty: 5594.132812
	Iteration 18Q: 3 clusters Score -9651362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -9651365.000000 Penalty: 5594.132812
	Iteration 19Q: 3 clusters Score -9651365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -9651365.000000 Penalty: 5594.132812
	Iteration 20F: 3 clusters Score -9651365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -9651369.000000 Penalty: 5594.132812
	Iteration 21Q: 3 clusters Score -9651369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -9651381.000000 Penalty: 5594.132812
	Iteration 22Q: 3 clusters Score -9651381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -9651377.000000 Penalty: 5594.132812
	Iteration 23Q: 3 clusters Score -9651377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -9651377.000000 Penalty: 5594.132812
	Iteration 24F: 3 clusters Score -9651377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -434196.281250 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -434196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -430614.937500 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -430614.9 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -431345.781250 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -431345.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -431535.312500 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -431535.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -431624.406250 Penalty: 4046.624023
	Iteration 3Q: 3 clusters Score -431624.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431704.718750 Penalty: 4046.624023
	Iteration 4Q: 3 clusters Score -431704.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -431767.562500 Penalty: 4046.624023
	Iteration 5Q: 3 clusters Score -431767.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -431818.687500 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -431818.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -431860.906250 Penalty: 4046.624023
	Iteration 7Q: 3 clusters Score -431860.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -431890.875000 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -431890.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -431916.937500 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -431916.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -431937.406250 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -431937.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -431960.125000 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -431960.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -431984.031250 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -431984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -431999.125000 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -431999.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -432010.312500 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -432010.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -432022.468750 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -432022.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -432037.125000 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -432037.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -432045.437500 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -432045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -432051.406250 Penalty: 4046.624023
	Iteration 18Q: 3 clusters Score -432051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -432058.750000 Penalty: 4046.624023
	Iteration 19Q: 3 clusters Score -432058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -432064.406250 Penalty: 4046.624023
	Iteration 20F: 3 clusters Score -432064.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -432070.062500 Penalty: 4046.624023
	Iteration 21Q: 3 clusters Score -432070.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -432074.781250 Penalty: 4046.624023
	Iteration 22Q: 3 clusters Score -432074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -432075.937500 Penalty: 4046.624023
	Iteration 23Q: 3 clusters Score -432075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -432078.437500 Penalty: 4046.624023
	Iteration 24Q: 3 clusters Score -432078.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -432082.312500 Penalty: 4046.624023
	Iteration 25Q: 3 clusters Score -432082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -432084.593750 Penalty: 4046.624023
	Iteration 26Q: 3 clusters Score -432084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -432086.687500 Penalty: 4046.624023
	Iteration 27Q: 3 clusters Score -432086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -432089.093750 Penalty: 4046.624023
	Iteration 28Q: 3 clusters Score -432089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -432090.968750 Penalty: 4046.624023
	Iteration 29Q: 3 clusters Score -432091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -432093.562500 Penalty: 4046.624023
	Iteration 30Q: 3 clusters Score -432093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -432097.687500 Penalty: 4046.624023
	Iteration 31Q: 3 clusters Score -432097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -432100.125000 Penalty: 4046.624023
	Iteration 32Q: 3 clusters Score -432100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -432101.468750 Penalty: 4046.624023
	Iteration 33Q: 3 clusters Score -432101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -432102.156250 Penalty: 4046.624023
	Iteration 34Q: 3 clusters Score -432102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -432103.312500 Penalty: 4046.624023
	Iteration 35Q: 3 clusters Score -432103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -432103.312500 Penalty: 4046.624023
	Iteration 36F: 3 clusters Score -432103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -130672.000000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -130672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128761.195312 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -128761.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -129381.039062 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -129381 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -129762.773438 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -129762.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129918.085938 Penalty: 3502.846924
	Iteration 3F: 3 clusters Score -129918.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130006.835938 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -130006.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130085.757812 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -130085.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -130154.765625 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -130154.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130200.195312 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -130200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130219.578125 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -130219.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130244.054688 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -130244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130257.789062 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -130257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130278.242188 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -130278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130296.796875 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -130296.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130318.625000 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -130318.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130333.328125 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -130333.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130368.031250 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -130368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -130387.046875 Penalty: 3502.846924
	Iteration 16Q: 3 clusters Score -130387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130394.398438 Penalty: 3502.846924
	Iteration 17Q: 3 clusters Score -130394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130406.398438 Penalty: 3502.846924
	Iteration 18Q: 3 clusters Score -130406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130419.992188 Penalty: 3502.846924
	Iteration 19Q: 3 clusters Score -130420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130433.203125 Penalty: 3502.846924
	Iteration 20F: 3 clusters Score -130433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130450.468750 Penalty: 3502.846924
	Iteration 21Q: 3 clusters Score -130450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130460.914062 Penalty: 3502.846924
	Iteration 22Q: 3 clusters Score -130460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130472.445312 Penalty: 3502.846924
	Iteration 23Q: 3 clusters Score -130472.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -130487.898438 Penalty: 3502.846924
	Iteration 24Q: 3 clusters Score -130487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -130494.625000 Penalty: 3502.846924
	Iteration 25Q: 3 clusters Score -130494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130495.945312 Penalty: 3502.846924
	Iteration 26Q: 3 clusters Score -130495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130497.515625 Penalty: 3502.846924
	Iteration 27Q: 3 clusters Score -130497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -130498.101562 Penalty: 3502.846924
	Iteration 28Q: 3 clusters Score -130498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130501.867188 Penalty: 3502.846924
	Iteration 29Q: 3 clusters Score -130501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130504.531250 Penalty: 3502.846924
	Iteration 30Q: 3 clusters Score -130504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130504.820312 Penalty: 3502.846924
	Iteration 31Q: 3 clusters Score -130504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130504.820312 Penalty: 3502.846924
	Iteration 32F: 3 clusters Score -130504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -17867.712891 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -17867.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16864.171875 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -16864.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16991.939453 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -16991.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17042.304688 Penalty: 2610.294189
	Iteration 2F: 3 clusters Score -17042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17076.023438 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -17076.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17095.769531 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -17095.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17095.769531 Penalty: 2610.294189
	Iteration 5F: 3 clusters Score -17095.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (155104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Entering Unmasked Estep 
Score: -19526184.000000 Penalty: 2964.059082
	Iteration 0F: 2 clusters Score -1.952618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -19424602.000000 Penalty: 5928.118164
	Iteration 0F: 3 clusters Score -1.94246e+07 nChanged 74457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -19467928.000000 Penalty: 5928.118164
	Iteration 1F: 3 clusters Score -1.946793e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -19469216.000000 Penalty: 5928.118164
	Iteration 2Q: 3 clusters Score -1.946922e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -19470672.000000 Penalty: 5928.118164
	Iteration 3Q: 3 clusters Score -1.947067e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -19472788.000000 Penalty: 5928.118164
	Iteration 4Q: 3 clusters Score -1.947279e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -19476314.000000 Penalty: 5928.118164
	Iteration 5Q: 3 clusters Score -1.947631e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -19482340.000000 Penalty: 5928.118164
	Iteration 6F: 3 clusters Score -1.948234e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -19490480.000000 Penalty: 5928.118164
	Iteration 7F: 3 clusters Score -1.949048e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -19499424.000000 Penalty: 5928.118164
	Iteration 8F: 3 clusters Score -1.949942e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121303 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -19506992.000000 Penalty: 5928.118164
	Iteration 9F: 3 clusters Score -1.950699e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126027 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -19511892.000000 Penalty: 5928.118164
	Iteration 10Q: 3 clusters Score -1.951189e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -19515154.000000 Penalty: 5928.118164
	Iteration 11Q: 3 clusters Score -1.951515e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131936 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -19517160.000000 Penalty: 5928.118164
	Iteration 12Q: 3 clusters Score -1.951716e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134007 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -19518636.000000 Penalty: 5928.118164
	Iteration 13Q: 3 clusters Score -1.951864e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135793 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -19519762.000000 Penalty: 5928.118164
	Iteration 14Q: 3 clusters Score -1.951976e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -19520690.000000 Penalty: 5928.118164
	Iteration 15Q: 3 clusters Score -1.952069e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -19521442.000000 Penalty: 5928.118164
	Iteration 16Q: 3 clusters Score -1.952144e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -19521972.000000 Penalty: 5928.118164
	Iteration 17Q: 3 clusters Score -1.952197e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140800 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -19522406.000000 Penalty: 5928.118164
	Iteration 18Q: 3 clusters Score -1.952241e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -19522706.000000 Penalty: 5928.118164
	Iteration 19Q: 3 clusters Score -1.952271e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -19522986.000000 Penalty: 5928.118164
	Iteration 20F: 3 clusters Score -1.952299e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143176 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -19523210.000000 Penalty: 5928.118164
	Iteration 21Q: 3 clusters Score -1.952321e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143785 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -19523352.000000 Penalty: 5928.118164
	Iteration 22Q: 3 clusters Score -1.952335e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144353 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -19523496.000000 Penalty: 5928.118164
	Iteration 23Q: 3 clusters Score -1.95235e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -19523664.000000 Penalty: 5928.118164
	Iteration 24Q: 3 clusters Score -1.952366e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -19523738.000000 Penalty: 5928.118164
	Iteration 25Q: 3 clusters Score -1.952374e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145888 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -19523852.000000 Penalty: 5928.118164
	Iteration 26Q: 3 clusters Score -1.952385e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -19523894.000000 Penalty: 5928.118164
	Iteration 27Q: 3 clusters Score -1.952389e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -19523878.000000 Penalty: 5928.118164
	Iteration 28Q: 3 clusters Score -1.952388e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -19523970.000000 Penalty: 5928.118164
	Iteration 29Q: 3 clusters Score -1.952397e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -19523990.000000 Penalty: 5928.118164
	Iteration 30Q: 3 clusters Score -1.952399e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 31Q: 3 clusters Score -1.952405e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -19524074.000000 Penalty: 5928.118164
	Iteration 32Q: 3 clusters Score -1.952407e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -19524090.000000 Penalty: 5928.118164
	Iteration 33Q: 3 clusters Score -1.952409e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -19524122.000000 Penalty: 5928.118164
	Iteration 34Q: 3 clusters Score -1.952412e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149007 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -19524136.000000 Penalty: 5928.118164
	Iteration 35Q: 3 clusters Score -1.952414e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -19524116.000000 Penalty: 5928.118164
	Iteration 36Q: 3 clusters Score -1.952412e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -19524124.000000 Penalty: 5928.118164
	Iteration 37Q: 3 clusters Score -1.952412e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -19524064.000000 Penalty: 5928.118164
	Iteration 38Q: 3 clusters Score -1.952406e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -19524076.000000 Penalty: 5928.118164
	Iteration 39Q: 3 clusters Score -1.952408e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -19524112.000000 Penalty: 5928.118164
	Iteration 40F: 3 clusters Score -1.952411e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -19524078.000000 Penalty: 5928.118164
	Iteration 41Q: 3 clusters Score -1.952408e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150392 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -19524122.000000 Penalty: 5928.118164
	Iteration 42Q: 3 clusters Score -1.952412e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -19524150.000000 Penalty: 5928.118164
	Iteration 43Q: 3 clusters Score -1.952415e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -19524152.000000 Penalty: 5928.118164
	Iteration 44Q: 3 clusters Score -1.952415e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19524120.000000 Penalty: 5928.118164
	Iteration 45Q: 3 clusters Score -1.952412e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -19524134.000000 Penalty: 5928.118164
	Iteration 46Q: 3 clusters Score -1.952413e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19524120.000000 Penalty: 5928.118164
	Iteration 47Q: 3 clusters Score -1.952412e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151195 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -19524120.000000 Penalty: 5928.118164
	Iteration 48Q: 3 clusters Score -1.952412e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151307 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -19524136.000000 Penalty: 5928.118164
	Iteration 49Q: 3 clusters Score -1.952414e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -19524122.000000 Penalty: 5928.118164
	Iteration 50Q: 3 clusters Score -1.952412e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -19524082.000000 Penalty: 5928.118164
	Iteration 51Q: 3 clusters Score -1.952408e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -19524096.000000 Penalty: 5928.118164
	Iteration 52Q: 3 clusters Score -1.95241e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151690 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19524116.000000 Penalty: 5928.118164
	Iteration 53Q: 3 clusters Score -1.952412e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151767 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -19524124.000000 Penalty: 5928.118164
	Iteration 54Q: 3 clusters Score -1.952412e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151853 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -19524096.000000 Penalty: 5928.118164
	Iteration 55Q: 3 clusters Score -1.95241e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151927 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19524100.000000 Penalty: 5928.118164
	Iteration 56Q: 3 clusters Score -1.95241e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151991 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -19524092.000000 Penalty: 5928.118164
	Iteration 57Q: 3 clusters Score -1.952409e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -19524084.000000 Penalty: 5928.118164
	Iteration 58Q: 3 clusters Score -1.952408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -19524092.000000 Penalty: 5928.118164
	Iteration 59Q: 3 clusters Score -1.952409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -19524072.000000 Penalty: 5928.118164
	Iteration 60F: 3 clusters Score -1.952407e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 61Q: 3 clusters Score -1.952405e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -19524072.000000 Penalty: 5928.118164
	Iteration 62Q: 3 clusters Score -1.952407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -19524072.000000 Penalty: 5928.118164
	Iteration 63Q: 3 clusters Score -1.952407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152345 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -19524078.000000 Penalty: 5928.118164
	Iteration 64Q: 3 clusters Score -1.952408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152377 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19524066.000000 Penalty: 5928.118164
	Iteration 65Q: 3 clusters Score -1.952407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -19524058.000000 Penalty: 5928.118164
	Iteration 66Q: 3 clusters Score -1.952406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152434 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19524042.000000 Penalty: 5928.118164
	Iteration 67Q: 3 clusters Score -1.952404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19524032.000000 Penalty: 5928.118164
	Iteration 68Q: 3 clusters Score -1.952403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152499 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -19524028.000000 Penalty: 5928.118164
	Iteration 69Q: 3 clusters Score -1.952403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -19524010.000000 Penalty: 5928.118164
	Iteration 70Q: 3 clusters Score -1.952401e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -19524002.000000 Penalty: 5928.118164
	Iteration 71Q: 3 clusters Score -1.9524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -19523992.000000 Penalty: 5928.118164
	Iteration 72Q: 3 clusters Score -1.952399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152617 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -19523998.000000 Penalty: 5928.118164
	Iteration 73Q: 3 clusters Score -1.9524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -19523986.000000 Penalty: 5928.118164
	Iteration 74Q: 3 clusters Score -1.952399e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -19524002.000000 Penalty: 5928.118164
	Iteration 75Q: 3 clusters Score -1.9524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -19523986.000000 Penalty: 5928.118164
	Iteration 76Q: 3 clusters Score -1.952399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -19523988.000000 Penalty: 5928.118164
	Iteration 77Q: 3 clusters Score -1.952399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -19523978.000000 Penalty: 5928.118164
	Iteration 78Q: 3 clusters Score -1.952398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19523978.000000 Penalty: 5928.118164
	Iteration 79Q: 3 clusters Score -1.952398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -19523976.000000 Penalty: 5928.118164
	Iteration 80F: 3 clusters Score -1.952398e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152872 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19523960.000000 Penalty: 5928.118164
	Iteration 81Q: 3 clusters Score -1.952396e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -19523930.000000 Penalty: 5928.118164
	Iteration 82Q: 3 clusters Score -1.952393e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -19523962.000000 Penalty: 5928.118164
	Iteration 83Q: 3 clusters Score -1.952396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19523952.000000 Penalty: 5928.118164
	Iteration 84Q: 3 clusters Score -1.952395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -19523954.000000 Penalty: 5928.118164
	Iteration 85Q: 3 clusters Score -1.952395e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19523958.000000 Penalty: 5928.118164
	Iteration 86Q: 3 clusters Score -1.952396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19523972.000000 Penalty: 5928.118164
	Iteration 87Q: 3 clusters Score -1.952397e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19523994.000000 Penalty: 5928.118164
	Iteration 88Q: 3 clusters Score -1.952399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19524026.000000 Penalty: 5928.118164
	Iteration 89Q: 3 clusters Score -1.952403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -19524030.000000 Penalty: 5928.118164
	Iteration 90Q: 3 clusters Score -1.952403e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153238 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 91Q: 3 clusters Score -1.952405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19524038.000000 Penalty: 5928.118164
	Iteration 92Q: 3 clusters Score -1.952404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 93Q: 3 clusters Score -1.952405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153304 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -19524060.000000 Penalty: 5928.118164
	Iteration 94Q: 3 clusters Score -1.952406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153324 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -19524022.000000 Penalty: 5928.118164
	Iteration 95Q: 3 clusters Score -1.952402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19524026.000000 Penalty: 5928.118164
	Iteration 96Q: 3 clusters Score -1.952403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19524024.000000 Penalty: 5928.118164
	Iteration 97Q: 3 clusters Score -1.952402e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -19524024.000000 Penalty: 5928.118164
	Iteration 98Q: 3 clusters Score -1.952402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19524020.000000 Penalty: 5928.118164
	Iteration 99Q: 3 clusters Score -1.952402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19524038.000000 Penalty: 5928.118164
	Iteration 100F: 3 clusters Score -1.952404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19524042.000000 Penalty: 5928.118164
	Iteration 101Q: 3 clusters Score -1.952404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153537 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -19524008.000000 Penalty: 5928.118164
	Iteration 102Q: 3 clusters Score -1.952401e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -19524046.000000 Penalty: 5928.118164
	Iteration 103Q: 3 clusters Score -1.952405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19524062.000000 Penalty: 5928.118164
	Iteration 104Q: 3 clusters Score -1.952406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 105Q: 3 clusters Score -1.952405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19524060.000000 Penalty: 5928.118164
	Iteration 106Q: 3 clusters Score -1.952406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 107Q: 3 clusters Score -1.952405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19524058.000000 Penalty: 5928.118164
	Iteration 108Q: 3 clusters Score -1.952406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -19524050.000000 Penalty: 5928.118164
	Iteration 109Q: 3 clusters Score -1.952405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19524038.000000 Penalty: 5928.118164
	Iteration 110Q: 3 clusters Score -1.952404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19524048.000000 Penalty: 5928.118164
	Iteration 111Q: 3 clusters Score -1.952405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153771 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19524028.000000 Penalty: 5928.118164
	Iteration 112Q: 3 clusters Score -1.952403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19524060.000000 Penalty: 5928.118164
	Iteration 113Q: 3 clusters Score -1.952406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153805 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -19524070.000000 Penalty: 5928.118164
	Iteration 114Q: 3 clusters Score -1.952407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19524054.000000 Penalty: 5928.118164
	Iteration 115Q: 3 clusters Score -1.952405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19524068.000000 Penalty: 5928.118164
	Iteration 116Q: 3 clusters Score -1.952407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19524088.000000 Penalty: 5928.118164
	Iteration 117Q: 3 clusters Score -1.952409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19524076.000000 Penalty: 5928.118164
	Iteration 118Q: 3 clusters Score -1.952408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19524098.000000 Penalty: 5928.118164
	Iteration 119Q: 3 clusters Score -1.95241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19524086.000000 Penalty: 5928.118164
	Iteration 120F: 3 clusters Score -1.952409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19524086.000000 Penalty: 5928.118164
	Iteration 121Q: 3 clusters Score -1.952409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -19524094.000000 Penalty: 5928.118164
	Iteration 122Q: 3 clusters Score -1.952409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19524106.000000 Penalty: 5928.118164
	Iteration 123Q: 3 clusters Score -1.952411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153951 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19524104.000000 Penalty: 5928.118164
	Iteration 124Q: 3 clusters Score -1.95241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19524116.000000 Penalty: 5928.118164
	Iteration 125Q: 3 clusters Score -1.952412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19524110.000000 Penalty: 5928.118164
	Iteration 126Q: 3 clusters Score -1.952411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153987 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19524078.000000 Penalty: 5928.118164
	Iteration 127Q: 3 clusters Score -1.952408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19524092.000000 Penalty: 5928.118164
	Iteration 128Q: 3 clusters Score -1.952409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19524102.000000 Penalty: 5928.118164
	Iteration 129Q: 3 clusters Score -1.95241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19524096.000000 Penalty: 5928.118164
	Iteration 130Q: 3 clusters Score -1.95241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19524100.000000 Penalty: 5928.118164
	Iteration 131Q: 3 clusters Score -1.95241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19524102.000000 Penalty: 5928.118164
	Iteration 132Q: 3 clusters Score -1.95241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19524110.000000 Penalty: 5928.118164
	Iteration 133Q: 3 clusters Score -1.952411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19524124.000000 Penalty: 5928.118164
	Iteration 134Q: 3 clusters Score -1.952412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -19524116.000000 Penalty: 5928.118164
	Iteration 135Q: 3 clusters Score -1.952412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19524114.000000 Penalty: 5928.118164
	Iteration 136Q: 3 clusters Score -1.952411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19524114.000000 Penalty: 5928.118164
	Iteration 137F: 3 clusters Score -1.952411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -84310.765625 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -84310.77 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 411 members 
Entering Unmasked Estep 
Score: -82605.695312 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -82605.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83099.070312 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -83099.07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83392.046875 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -83392.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83617.718750 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -83617.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83765.578125 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -83765.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83807.765625 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -83807.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83848.156250 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -83848.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83884.320312 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -83884.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83955.648438 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -83955.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84009.757812 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -84009.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84022.523438 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -84022.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84030.820312 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -84030.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84034.718750 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -84034.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84044.351562 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -84044.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84059.718750 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -84059.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84062.906250 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -84062.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84066.359375 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -84066.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84066.359375 Penalty: 3333.229248
	Iteration 17F: 3 clusters Score -84066.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65594.500000 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65594.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65761.250000 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65761.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65810.453125 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65810.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65837.632812 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65837.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65846.148438 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65846.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65846.148438 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -65846.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Entering Unmasked Estep 
Score: -9657537.000000 Penalty: 2787.344238
	Iteration 0F: 2 clusters Score -9657537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -9606424.000000 Penalty: 5574.688477
	Iteration 0F: 3 clusters Score -9606424 nChanged 35867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -9626969.000000 Penalty: 5574.688477
	Iteration 1F: 3 clusters Score -9626969 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -9627815.000000 Penalty: 5574.688477
	Iteration 2Q: 3 clusters Score -9627815 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -9628705.000000 Penalty: 5574.688477
	Iteration 3Q: 3 clusters Score -9628705 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -9629830.000000 Penalty: 5574.688477
	Iteration 4Q: 3 clusters Score -9629830 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -9631376.000000 Penalty: 5574.688477
	Iteration 5Q: 3 clusters Score -9631376 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -9633276.000000 Penalty: 5574.688477
	Iteration 6Q: 3 clusters Score -9633276 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -9635834.000000 Penalty: 5574.688477
	Iteration 7F: 3 clusters Score -9635834 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -9639152.000000 Penalty: 5574.688477
	Iteration 8F: 3 clusters Score -9639152 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -9642646.000000 Penalty: 5574.688477
	Iteration 9F: 3 clusters Score -9642646 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -9645196.000000 Penalty: 5574.688477
	Iteration 10F: 3 clusters Score -9645196 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -9646649.000000 Penalty: 5574.688477
	Iteration 11Q: 3 clusters Score -9646649 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -9647478.000000 Penalty: 5574.688477
	Iteration 12Q: 3 clusters Score -9647478 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -9647932.000000 Penalty: 5574.688477
	Iteration 13Q: 3 clusters Score -9647932 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -9648283.000000 Penalty: 5574.688477
	Iteration 14Q: 3 clusters Score -9648283 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -9648686.000000 Penalty: 5574.688477
	Iteration 15Q: 3 clusters Score -9648686 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -9649020.000000 Penalty: 5574.688477
	Iteration 16Q: 3 clusters Score -9649020 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -9649404.000000 Penalty: 5574.688477
	Iteration 17Q: 3 clusters Score -9649404 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -9649704.000000 Penalty: 5574.688477
	Iteration 18Q: 3 clusters Score -9649704 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -9650083.000000 Penalty: 5574.688477
	Iteration 19Q: 3 clusters Score -9650083 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -9650429.000000 Penalty: 5574.688477
	Iteration 20F: 3 clusters Score -9650429 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -9650707.000000 Penalty: 5574.688477
	Iteration 21Q: 3 clusters Score -9650707 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -9650994.000000 Penalty: 5574.688477
	Iteration 22Q: 3 clusters Score -9650994 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -9651279.000000 Penalty: 5574.688477
	Iteration 23Q: 3 clusters Score -9651279 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -9651581.000000 Penalty: 5574.688477
	Iteration 24Q: 3 clusters Score -9651581 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -9651881.000000 Penalty: 5574.688477
	Iteration 25Q: 3 clusters Score -9651881 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -9652194.000000 Penalty: 5574.688477
	Iteration 26Q: 3 clusters Score -9652194 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -9652478.000000 Penalty: 5574.688477
	Iteration 27Q: 3 clusters Score -9652478 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -9652696.000000 Penalty: 5574.688477
	Iteration 28Q: 3 clusters Score -9652696 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -9652968.000000 Penalty: 5574.688477
	Iteration 29Q: 3 clusters Score -9652968 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -9653201.000000 Penalty: 5574.688477
	Iteration 30Q: 3 clusters Score -9653201 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -9653447.000000 Penalty: 5574.688477
	Iteration 31Q: 3 clusters Score -9653447 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -9653694.000000 Penalty: 5574.688477
	Iteration 32Q: 3 clusters Score -9653694 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -9653997.000000 Penalty: 5574.688477
	Iteration 33Q: 3 clusters Score -9653997 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -9654230.000000 Penalty: 5574.688477
	Iteration 34Q: 3 clusters Score -9654230 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -9654445.000000 Penalty: 5574.688477
	Iteration 35Q: 3 clusters Score -9654445 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -9654635.000000 Penalty: 5574.688477
	Iteration 36Q: 3 clusters Score -9654635 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -9654814.000000 Penalty: 5574.688477
	Iteration 37Q: 3 clusters Score -9654814 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -9655014.000000 Penalty: 5574.688477
	Iteration 38Q: 3 clusters Score -9655014 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -9655156.000000 Penalty: 5574.688477
	Iteration 39Q: 3 clusters Score -9655156 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -9655336.000000 Penalty: 5574.688477
	Iteration 40F: 3 clusters Score -9655336 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -9655470.000000 Penalty: 5574.688477
	Iteration 41Q: 3 clusters Score -9655470 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -9655563.000000 Penalty: 5574.688477
	Iteration 42Q: 3 clusters Score -9655563 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -9655689.000000 Penalty: 5574.688477
	Iteration 43Q: 3 clusters Score -9655689 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -9655761.000000 Penalty: 5574.688477
	Iteration 44Q: 3 clusters Score -9655761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9655827.000000 Penalty: 5574.688477
	Iteration 45Q: 3 clusters Score -9655827 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 73026 members 
Entering Unmasked Estep 
Score: -9655914.000000 Penalty: 5574.688477
	Iteration 46Q: 3 clusters Score -9655914 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -9655938.000000 Penalty: 5574.688477
	Iteration 47Q: 3 clusters Score -9655938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -9655974.000000 Penalty: 5574.688477
	Iteration 48Q: 3 clusters Score -9655974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -9656009.000000 Penalty: 5574.688477
	Iteration 49Q: 3 clusters Score -9656009 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -9656013.000000 Penalty: 5574.688477
	Iteration 50Q: 3 clusters Score -9656013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -9656027.000000 Penalty: 5574.688477
	Iteration 51Q: 3 clusters Score -9656027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -9656068.000000 Penalty: 5574.688477
	Iteration 52Q: 3 clusters Score -9656068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -9656100.000000 Penalty: 5574.688477
	Iteration 53Q: 3 clusters Score -9656100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9656097.000000 Penalty: 5574.688477
	Iteration 54Q: 3 clusters Score -9656097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -9656122.000000 Penalty: 5574.688477
	Iteration 55Q: 3 clusters Score -9656122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -9656103.000000 Penalty: 5574.688477
	Iteration 56Q: 3 clusters Score -9656103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -9656143.000000 Penalty: 5574.688477
	Iteration 57Q: 3 clusters Score -9656143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -9656159.000000 Penalty: 5574.688477
	Iteration 58Q: 3 clusters Score -9656159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -9656154.000000 Penalty: 5574.688477
	Iteration 59Q: 3 clusters Score -9656154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -9656165.000000 Penalty: 5574.688477
	Iteration 60F: 3 clusters Score -9656165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -9656166.000000 Penalty: 5574.688477
	Iteration 61Q: 3 clusters Score -9656166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -9656177.000000 Penalty: 5574.688477
	Iteration 62Q: 3 clusters Score -9656177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -9656166.000000 Penalty: 5574.688477
	Iteration 63Q: 3 clusters Score -9656166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -9656180.000000 Penalty: 5574.688477
	Iteration 64Q: 3 clusters Score -9656180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -9656181.000000 Penalty: 5574.688477
	Iteration 65Q: 3 clusters Score -9656181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -9656187.000000 Penalty: 5574.688477
	Iteration 66Q: 3 clusters Score -9656187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -9656210.000000 Penalty: 5574.688477
	Iteration 67Q: 3 clusters Score -9656210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -9656222.000000 Penalty: 5574.688477
	Iteration 68Q: 3 clusters Score -9656222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9656221.000000 Penalty: 5574.688477
	Iteration 69Q: 3 clusters Score -9656221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -9656219.000000 Penalty: 5574.688477
	Iteration 70Q: 3 clusters Score -9656219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -9656207.000000 Penalty: 5574.688477
	Iteration 71Q: 3 clusters Score -9656207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -9656211.000000 Penalty: 5574.688477
	Iteration 72Q: 3 clusters Score -9656211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -9656220.000000 Penalty: 5574.688477
	Iteration 73Q: 3 clusters Score -9656220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -9656223.000000 Penalty: 5574.688477
	Iteration 74Q: 3 clusters Score -9656223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -9656228.000000 Penalty: 5574.688477
	Iteration 75Q: 3 clusters Score -9656228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -9656251.000000 Penalty: 5574.688477
	Iteration 76Q: 3 clusters Score -9656251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -9656253.000000 Penalty: 5574.688477
	Iteration 77Q: 3 clusters Score -9656253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -9656255.000000 Penalty: 5574.688477
	Iteration 78Q: 3 clusters Score -9656255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -9656256.000000 Penalty: 5574.688477
	Iteration 79Q: 3 clusters Score -9656256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -9656261.000000 Penalty: 5574.688477
	Iteration 80F: 3 clusters Score -9656261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -9656258.000000 Penalty: 5574.688477
	Iteration 81Q: 3 clusters Score -9656258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -9656256.000000 Penalty: 5574.688477
	Iteration 82Q: 3 clusters Score -9656256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -9656257.000000 Penalty: 5574.688477
	Iteration 83Q: 3 clusters Score -9656257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -9656250.000000 Penalty: 5574.688477
	Iteration 84Q: 3 clusters Score -9656250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -9656249.000000 Penalty: 5574.688477
	Iteration 85Q: 3 clusters Score -9656249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -9656257.000000 Penalty: 5574.688477
	Iteration 86Q: 3 clusters Score -9656257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -9656244.000000 Penalty: 5574.688477
	Iteration 87Q: 3 clusters Score -9656244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -9656250.000000 Penalty: 5574.688477
	Iteration 88Q: 3 clusters Score -9656250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -9656249.000000 Penalty: 5574.688477
	Iteration 89Q: 3 clusters Score -9656249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -9656256.000000 Penalty: 5574.688477
	Iteration 90Q: 3 clusters Score -9656256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -9656263.000000 Penalty: 5574.688477
	Iteration 91Q: 3 clusters Score -9656263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -9656258.000000 Penalty: 5574.688477
	Iteration 92Q: 3 clusters Score -9656258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -9656256.000000 Penalty: 5574.688477
	Iteration 93Q: 3 clusters Score -9656256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -9656260.000000 Penalty: 5574.688477
	Iteration 94Q: 3 clusters Score -9656260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -9656261.000000 Penalty: 5574.688477
	Iteration 95Q: 3 clusters Score -9656261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -9656269.000000 Penalty: 5574.688477
	Iteration 96Q: 3 clusters Score -9656269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -9656263.000000 Penalty: 5574.688477
	Iteration 97Q: 3 clusters Score -9656263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 74376 members 
Entering Unmasked Estep 
Score: -9656275.000000 Penalty: 5574.688477
	Iteration 98Q: 3 clusters Score -9656275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -9656280.000000 Penalty: 5574.688477
	Iteration 99Q: 3 clusters Score -9656280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -9656277.000000 Penalty: 5574.688477
	Iteration 100F: 3 clusters Score -9656277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -9656281.000000 Penalty: 5574.688477
	Iteration 101Q: 3 clusters Score -9656281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -9656280.000000 Penalty: 5574.688477
	Iteration 102Q: 3 clusters Score -9656280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -9656273.000000 Penalty: 5574.688477
	Iteration 103Q: 3 clusters Score -9656273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -9656283.000000 Penalty: 5574.688477
	Iteration 104Q: 3 clusters Score -9656283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -9656284.000000 Penalty: 5574.688477
	Iteration 105Q: 3 clusters Score -9656284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -9656286.000000 Penalty: 5574.688477
	Iteration 106Q: 3 clusters Score -9656286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -9656292.000000 Penalty: 5574.688477
	Iteration 107Q: 3 clusters Score -9656292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -9656287.000000 Penalty: 5574.688477
	Iteration 108Q: 3 clusters Score -9656287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -9656287.000000 Penalty: 5574.688477
	Iteration 109Q: 3 clusters Score -9656287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -9656287.000000 Penalty: 5574.688477
	Iteration 110F: 3 clusters Score -9656287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 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 301 members 
Entering Unmasked Estep 
Score: -71532.250000 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71532.25 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71745.445312 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71745.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71797.632812 Penalty: 3177.812500
	Iteration 2Q: 3 clusters Score -71797.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71812.468750 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71812.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71812.468750 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -71812.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -68407.578125 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -68407.58 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 311 members 
Entering Unmasked Estep 
Score: -66803.125000 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -66803.12 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67071.359375 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -67071.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67271.039062 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -67271.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67428.742188 Penalty: 3196.289062
	Iteration 3F: 3 clusters Score -67428.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67541.039062 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -67541.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67623.406250 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -67623.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67670.820312 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -67670.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67713.132812 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -67713.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67724.585938 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -67724.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67733.531250 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -67733.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67742.085938 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -67742.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67747.335938 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -67747.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67749.507812 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -67749.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67751.890625 Penalty: 3196.289062
	Iteration 13Q: 3 clusters Score -67751.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67751.890625 Penalty: 3196.289062
	Iteration 14F: 3 clusters Score -67751.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -198842.000000 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -198842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196492.640625 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -196492.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -196836.750000 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -196836.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196917.359375 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -196917.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -196966.359375 Penalty: 3662.458740
	Iteration 3Q: 3 clusters Score -196966.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197001.171875 Penalty: 3662.458740
	Iteration 4Q: 3 clusters Score -197001.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197025.140625 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -197025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197042.015625 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -197042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197051.875000 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -197051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197058.828125 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -197058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197067.078125 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -197067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197073.812500 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -197073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197082.234375 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -197082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -197092.421875 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -197092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -197095.812500 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -197095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -197097.406250 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -197097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -197097.406250 Penalty: 3662.458740
	Iteration 15F: 3 clusters Score -197097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (187759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Entering Unmasked Estep 
Score: -23515866.000000 Penalty: 3011.442871
	Iteration 0F: 2 clusters Score -2.351587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -23394164.000000 Penalty: 6022.885742
	Iteration 0F: 3 clusters Score -2.339416e+07 nChanged 90233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -23447636.000000 Penalty: 6022.885742
	Iteration 1F: 3 clusters Score -2.344764e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -23449482.000000 Penalty: 6022.885742
	Iteration 2Q: 3 clusters Score -2.344948e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -23452282.000000 Penalty: 6022.885742
	Iteration 3Q: 3 clusters Score -2.345228e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -23457360.000000 Penalty: 6022.885742
	Iteration 4Q: 3 clusters Score -2.345736e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -23465494.000000 Penalty: 6022.885742
	Iteration 5F: 3 clusters Score -2.346549e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -23477204.000000 Penalty: 6022.885742
	Iteration 6F: 3 clusters Score -2.34772e+07 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -23489284.000000 Penalty: 6022.885742
	Iteration 7F: 3 clusters Score -2.348928e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -23497332.000000 Penalty: 6022.885742
	Iteration 8F: 3 clusters Score -2.349733e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 116168 members 
Entering Unmasked Estep 
Score: -23501550.000000 Penalty: 6022.885742
	Iteration 9Q: 3 clusters Score -2.350155e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -23504422.000000 Penalty: 6022.885742
	Iteration 10Q: 3 clusters Score -2.350442e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -23506794.000000 Penalty: 6022.885742
	Iteration 11Q: 3 clusters Score -2.350679e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 124777 members 
Entering Unmasked Estep 
Score: -23508534.000000 Penalty: 6022.885742
	Iteration 12Q: 3 clusters Score -2.350853e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -23509882.000000 Penalty: 6022.885742
	Iteration 13Q: 3 clusters Score -2.350988e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -23511006.000000 Penalty: 6022.885742
	Iteration 14Q: 3 clusters Score -2.351101e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 131680 members 
Entering Unmasked Estep 
Score: -23511848.000000 Penalty: 6022.885742
	Iteration 15Q: 3 clusters Score -2.351185e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -23512466.000000 Penalty: 6022.885742
	Iteration 16Q: 3 clusters Score -2.351247e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 135455 members 
Entering Unmasked Estep 
Score: -23513002.000000 Penalty: 6022.885742
	Iteration 17Q: 3 clusters Score -2.3513e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -23513582.000000 Penalty: 6022.885742
	Iteration 18Q: 3 clusters Score -2.351358e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -23514006.000000 Penalty: 6022.885742
	Iteration 19Q: 3 clusters Score -2.351401e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 140267 members 
Entering Unmasked Estep 
Score: -23514474.000000 Penalty: 6022.885742
	Iteration 20F: 3 clusters Score -2.351447e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 141656 members 
Entering Unmasked Estep 
Score: -23514760.000000 Penalty: 6022.885742
	Iteration 21Q: 3 clusters Score -2.351476e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 142995 members 
Entering Unmasked Estep 
Score: -23515022.000000 Penalty: 6022.885742
	Iteration 22Q: 3 clusters Score -2.351502e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 144276 members 
Entering Unmasked Estep 
Score: -23515322.000000 Penalty: 6022.885742
	Iteration 23Q: 3 clusters Score -2.351532e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 145522 members 
Entering Unmasked Estep 
Score: -23515438.000000 Penalty: 6022.885742
	Iteration 24Q: 3 clusters Score -2.351544e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -23515694.000000 Penalty: 6022.885742
	Iteration 25Q: 3 clusters Score -2.351569e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -23515846.000000 Penalty: 6022.885742
	Iteration 26Q: 3 clusters Score -2.351585e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 148843 members 
Entering Unmasked Estep 
Score: -23515930.000000 Penalty: 6022.885742
	Iteration 27Q: 3 clusters Score -2.351593e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -23515992.000000 Penalty: 6022.885742
	Iteration 28Q: 3 clusters Score -2.351599e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 150901 members 
Entering Unmasked Estep 
Score: -23516108.000000 Penalty: 6022.885742
	Iteration 29Q: 3 clusters Score -2.351611e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -23516194.000000 Penalty: 6022.885742
	Iteration 30Q: 3 clusters Score -2.351619e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 152826 members 
Entering Unmasked Estep 
Score: -23516340.000000 Penalty: 6022.885742
	Iteration 31Q: 3 clusters Score -2.351634e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 153774 members 
Entering Unmasked Estep 
Score: -23516376.000000 Penalty: 6022.885742
	Iteration 32Q: 3 clusters Score -2.351638e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 154680 members 
Entering Unmasked Estep 
Score: -23516534.000000 Penalty: 6022.885742
	Iteration 33Q: 3 clusters Score -2.351653e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 155529 members 
Entering Unmasked Estep 
Score: -23516630.000000 Penalty: 6022.885742
	Iteration 34Q: 3 clusters Score -2.351663e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 156347 members 
Entering Unmasked Estep 
Score: -23516628.000000 Penalty: 6022.885742
	Iteration 35Q: 3 clusters Score -2.351663e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -23516608.000000 Penalty: 6022.885742
	Iteration 36Q: 3 clusters Score -2.351661e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 157804 members 
Entering Unmasked Estep 
Score: -23516722.000000 Penalty: 6022.885742
	Iteration 37Q: 3 clusters Score -2.351672e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -23516798.000000 Penalty: 6022.885742
	Iteration 38Q: 3 clusters Score -2.35168e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
Score: -23516784.000000 Penalty: 6022.885742
	Iteration 39Q: 3 clusters Score -2.351678e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -23516852.000000 Penalty: 6022.885742
	Iteration 40F: 3 clusters Score -2.351685e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -23516894.000000 Penalty: 6022.885742
	Iteration 41Q: 3 clusters Score -2.351689e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -23516918.000000 Penalty: 6022.885742
	Iteration 42Q: 3 clusters Score -2.351692e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 161505 members 
Entering Unmasked Estep 
Score: -23516926.000000 Penalty: 6022.885742
	Iteration 43Q: 3 clusters Score -2.351693e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 162013 members 
Entering Unmasked Estep 
Score: -23516930.000000 Penalty: 6022.885742
	Iteration 44Q: 3 clusters Score -2.351693e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 162524 members 
Entering Unmasked Estep 
Score: -23516936.000000 Penalty: 6022.885742
	Iteration 45Q: 3 clusters Score -2.351694e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -23516944.000000 Penalty: 6022.885742
	Iteration 46Q: 3 clusters Score -2.351694e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 163524 members 
Entering Unmasked Estep 
Score: -23516976.000000 Penalty: 6022.885742
	Iteration 47Q: 3 clusters Score -2.351698e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -23516888.000000 Penalty: 6022.885742
	Iteration 48Q: 3 clusters Score -2.351689e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 164421 members 
Entering Unmasked Estep 
Score: -23516930.000000 Penalty: 6022.885742
	Iteration 49Q: 3 clusters Score -2.351693e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -23516932.000000 Penalty: 6022.885742
	Iteration 50Q: 3 clusters Score -2.351693e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 165276 members 
Entering Unmasked Estep 
Score: -23516938.000000 Penalty: 6022.885742
	Iteration 51Q: 3 clusters Score -2.351694e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -23516946.000000 Penalty: 6022.885742
	Iteration 52Q: 3 clusters Score -2.351695e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -23516888.000000 Penalty: 6022.885742
	Iteration 53Q: 3 clusters Score -2.351689e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -23516902.000000 Penalty: 6022.885742
	Iteration 54Q: 3 clusters Score -2.35169e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 166775 members 
Entering Unmasked Estep 
Score: -23516858.000000 Penalty: 6022.885742
	Iteration 55Q: 3 clusters Score -2.351686e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -23516878.000000 Penalty: 6022.885742
	Iteration 56Q: 3 clusters Score -2.351688e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -23516910.000000 Penalty: 6022.885742
	Iteration 57Q: 3 clusters Score -2.351691e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -23516894.000000 Penalty: 6022.885742
	Iteration 58Q: 3 clusters Score -2.351689e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 168139 members 
Entering Unmasked Estep 
Score: -23516822.000000 Penalty: 6022.885742
	Iteration 59Q: 3 clusters Score -2.351682e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -23516884.000000 Penalty: 6022.885742
	Iteration 60F: 3 clusters Score -2.351688e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 168786 members 
Entering Unmasked Estep 
Score: -23516852.000000 Penalty: 6022.885742
	Iteration 61Q: 3 clusters Score -2.351685e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -23516928.000000 Penalty: 6022.885742
	Iteration 62Q: 3 clusters Score -2.351693e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -23516924.000000 Penalty: 6022.885742
	Iteration 63Q: 3 clusters Score -2.351692e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -23516950.000000 Penalty: 6022.885742
	Iteration 64Q: 3 clusters Score -2.351695e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -23517004.000000 Penalty: 6022.885742
	Iteration 65Q: 3 clusters Score -2.3517e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -23516988.000000 Penalty: 6022.885742
	Iteration 66Q: 3 clusters Score -2.351699e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -23517004.000000 Penalty: 6022.885742
	Iteration 67Q: 3 clusters Score -2.3517e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -23516986.000000 Penalty: 6022.885742
	Iteration 68Q: 3 clusters Score -2.351699e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -23516982.000000 Penalty: 6022.885742
	Iteration 69Q: 3 clusters Score -2.351698e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 171097 members 
Entering Unmasked Estep 
Score: -23516968.000000 Penalty: 6022.885742
	Iteration 70Q: 3 clusters Score -2.351697e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 171298 members 
Entering Unmasked Estep 
Score: -23516950.000000 Penalty: 6022.885742
	Iteration 71Q: 3 clusters Score -2.351695e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -23516966.000000 Penalty: 6022.885742
	Iteration 72Q: 3 clusters Score -2.351697e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -23516998.000000 Penalty: 6022.885742
	Iteration 73Q: 3 clusters Score -2.3517e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 171830 members 
Entering Unmasked Estep 
Score: -23517032.000000 Penalty: 6022.885742
	Iteration 74Q: 3 clusters Score -2.351703e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 171980 members 
Entering Unmasked Estep 
Score: -23517000.000000 Penalty: 6022.885742
	Iteration 75Q: 3 clusters Score -2.3517e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -23516966.000000 Penalty: 6022.885742
	Iteration 76Q: 3 clusters Score -2.351697e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -23516926.000000 Penalty: 6022.885742
	Iteration 77Q: 3 clusters Score -2.351693e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 172426 members 
Entering Unmasked Estep 
Score: -23516990.000000 Penalty: 6022.885742
	Iteration 78Q: 3 clusters Score -2.351699e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -23516924.000000 Penalty: 6022.885742
	Iteration 79Q: 3 clusters Score -2.351692e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 172699 members 
Entering Unmasked Estep 
Score: -23516924.000000 Penalty: 6022.885742
	Iteration 80F: 3 clusters Score -2.351692e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -23516912.000000 Penalty: 6022.885742
	Iteration 81Q: 3 clusters Score -2.351691e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 172947 members 
Entering Unmasked Estep 
Score: -23516906.000000 Penalty: 6022.885742
	Iteration 82Q: 3 clusters Score -2.351691e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 173081 members 
Entering Unmasked Estep 
Score: -23516890.000000 Penalty: 6022.885742
	Iteration 83Q: 3 clusters Score -2.351689e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -23516940.000000 Penalty: 6022.885742
	Iteration 84Q: 3 clusters Score -2.351694e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 173342 members 
Entering Unmasked Estep 
Score: -23516904.000000 Penalty: 6022.885742
	Iteration 85Q: 3 clusters Score -2.35169e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 173472 members 
Entering Unmasked Estep 
Score: -23516888.000000 Penalty: 6022.885742
	Iteration 86Q: 3 clusters Score -2.351689e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -23516888.000000 Penalty: 6022.885742
	Iteration 87Q: 3 clusters Score -2.351689e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 173738 members 
Entering Unmasked Estep 
Score: -23516882.000000 Penalty: 6022.885742
	Iteration 88Q: 3 clusters Score -2.351688e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 173864 members 
Entering Unmasked Estep 
Score: -23516874.000000 Penalty: 6022.885742
	Iteration 89Q: 3 clusters Score -2.351687e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 173988 members 
Entering Unmasked Estep 
Score: -23516914.000000 Penalty: 6022.885742
	Iteration 90Q: 3 clusters Score -2.351691e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -23516864.000000 Penalty: 6022.885742
	Iteration 91Q: 3 clusters Score -2.351686e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -23516838.000000 Penalty: 6022.885742
	Iteration 92Q: 3 clusters Score -2.351684e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -23516844.000000 Penalty: 6022.885742
	Iteration 93Q: 3 clusters Score -2.351684e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -23516820.000000 Penalty: 6022.885742
	Iteration 94Q: 3 clusters Score -2.351682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -23516802.000000 Penalty: 6022.885742
	Iteration 95Q: 3 clusters Score -2.35168e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -23516818.000000 Penalty: 6022.885742
	Iteration 96Q: 3 clusters Score -2.351682e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 174699 members 
Entering Unmasked Estep 
Score: -23516780.000000 Penalty: 6022.885742
	Iteration 97Q: 3 clusters Score -2.351678e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -23516796.000000 Penalty: 6022.885742
	Iteration 98Q: 3 clusters Score -2.35168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -23516766.000000 Penalty: 6022.885742
	Iteration 99Q: 3 clusters Score -2.351677e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -23516798.000000 Penalty: 6022.885742
	Iteration 100F: 3 clusters Score -2.35168e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -23516772.000000 Penalty: 6022.885742
	Iteration 101Q: 3 clusters Score -2.351677e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 175192 members 
Entering Unmasked Estep 
Score: -23516788.000000 Penalty: 6022.885742
	Iteration 102Q: 3 clusters Score -2.351679e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -23516744.000000 Penalty: 6022.885742
	Iteration 103Q: 3 clusters Score -2.351674e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 175422 members 
Entering Unmasked Estep 
Score: -23516718.000000 Penalty: 6022.885742
	Iteration 104Q: 3 clusters Score -2.351672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -23516718.000000 Penalty: 6022.885742
	Iteration 105Q: 3 clusters Score -2.351672e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 175651 members 
Entering Unmasked Estep 
Score: -23516750.000000 Penalty: 6022.885742
	Iteration 106Q: 3 clusters Score -2.351675e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 175757 members 
Entering Unmasked Estep 
Score: -23516708.000000 Penalty: 6022.885742
	Iteration 107Q: 3 clusters Score -2.351671e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 175848 members 
Entering Unmasked Estep 
Score: -23516716.000000 Penalty: 6022.885742
	Iteration 108Q: 3 clusters Score -2.351672e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 175927 members 
Entering Unmasked Estep 
Score: -23516710.000000 Penalty: 6022.885742
	Iteration 109Q: 3 clusters Score -2.351671e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -23516742.000000 Penalty: 6022.885742
	Iteration 110Q: 3 clusters Score -2.351674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 176024 members 
Entering Unmasked Estep 
Score: -23516706.000000 Penalty: 6022.885742
	Iteration 111Q: 3 clusters Score -2.351671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -23516710.000000 Penalty: 6022.885742
	Iteration 112Q: 3 clusters Score -2.351671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 176104 members 
Entering Unmasked Estep 
Score: -23516706.000000 Penalty: 6022.885742
	Iteration 113Q: 3 clusters Score -2.351671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -23516712.000000 Penalty: 6022.885742
	Iteration 114Q: 3 clusters Score -2.351671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 176170 members 
Entering Unmasked Estep 
Score: -23516748.000000 Penalty: 6022.885742
	Iteration 115Q: 3 clusters Score -2.351675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 176204 members 
Entering Unmasked Estep 
Score: -23516710.000000 Penalty: 6022.885742
	Iteration 116Q: 3 clusters Score -2.351671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -23516724.000000 Penalty: 6022.885742
	Iteration 117Q: 3 clusters Score -2.351672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -23516714.000000 Penalty: 6022.885742
	Iteration 118Q: 3 clusters Score -2.351671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 176286 members 
Entering Unmasked Estep 
Score: -23516706.000000 Penalty: 6022.885742
	Iteration 119Q: 3 clusters Score -2.351671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 176309 members 
Entering Unmasked Estep 
Score: -23516706.000000 Penalty: 6022.885742
	Iteration 120F: 3 clusters Score -2.351671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 176334 members 
Entering Unmasked Estep 
Score: -23516708.000000 Penalty: 6022.885742
	Iteration 121Q: 3 clusters Score -2.351671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -23516712.000000 Penalty: 6022.885742
	Iteration 122Q: 3 clusters Score -2.351671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -23516696.000000 Penalty: 6022.885742
	Iteration 123Q: 3 clusters Score -2.35167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 176407 members 
Entering Unmasked Estep 
Score: -23516684.000000 Penalty: 6022.885742
	Iteration 124Q: 3 clusters Score -2.351668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -23516690.000000 Penalty: 6022.885742
	Iteration 125Q: 3 clusters Score -2.351669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 176453 members 
Entering Unmasked Estep 
Score: -23516668.000000 Penalty: 6022.885742
	Iteration 126Q: 3 clusters Score -2.351667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -23516646.000000 Penalty: 6022.885742
	Iteration 127Q: 3 clusters Score -2.351665e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 176525 members 
Entering Unmasked Estep 
Score: -23516662.000000 Penalty: 6022.885742
	Iteration 128Q: 3 clusters Score -2.351666e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -23516704.000000 Penalty: 6022.885742
	Iteration 129Q: 3 clusters Score -2.35167e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 176646 members 
Entering Unmasked Estep 
Score: -23516706.000000 Penalty: 6022.885742
	Iteration 130Q: 3 clusters Score -2.351671e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23516680.000000 Penalty: 6022.885742
	Iteration 131Q: 3 clusters Score -2.351668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 176753 members 
Entering Unmasked Estep 
Score: -23516660.000000 Penalty: 6022.885742
	Iteration 132Q: 3 clusters Score -2.351666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 176794 members 
Entering Unmasked Estep 
Score: -23516612.000000 Penalty: 6022.885742
	Iteration 133Q: 3 clusters Score -2.351661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -23516594.000000 Penalty: 6022.885742
	Iteration 134Q: 3 clusters Score -2.351659e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -23516542.000000 Penalty: 6022.885742
	Iteration 135Q: 3 clusters Score -2.351654e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 176933 members 
Entering Unmasked Estep 
Score: -23516532.000000 Penalty: 6022.885742
	Iteration 136Q: 3 clusters Score -2.351653e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -23516520.000000 Penalty: 6022.885742
	Iteration 137Q: 3 clusters Score -2.351652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 177049 members 
Entering Unmasked Estep 
Score: -23516498.000000 Penalty: 6022.885742
	Iteration 138Q: 3 clusters Score -2.35165e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -23516528.000000 Penalty: 6022.885742
	Iteration 139Q: 3 clusters Score -2.351653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 177145 members 
Entering Unmasked Estep 
Score: -23516520.000000 Penalty: 6022.885742
	Iteration 140F: 3 clusters Score -2.351652e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -23516502.000000 Penalty: 6022.885742
	Iteration 141Q: 3 clusters Score -2.35165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 177228 members 
Entering Unmasked Estep 
Score: -23516490.000000 Penalty: 6022.885742
	Iteration 142Q: 3 clusters Score -2.351649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -23516514.000000 Penalty: 6022.885742
	Iteration 143Q: 3 clusters Score -2.351651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 177287 members 
Entering Unmasked Estep 
Score: -23516482.000000 Penalty: 6022.885742
	Iteration 144Q: 3 clusters Score -2.351648e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 177326 members 
Entering Unmasked Estep 
Score: -23516498.000000 Penalty: 6022.885742
	Iteration 145Q: 3 clusters Score -2.35165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -23516488.000000 Penalty: 6022.885742
	Iteration 146Q: 3 clusters Score -2.351649e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 177400 members 
Entering Unmasked Estep 
Score: -23516498.000000 Penalty: 6022.885742
	Iteration 147Q: 3 clusters Score -2.35165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -23516520.000000 Penalty: 6022.885742
	Iteration 148Q: 3 clusters Score -2.351652e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 177488 members 
Entering Unmasked Estep 
Score: -23516488.000000 Penalty: 6022.885742
	Iteration 149Q: 3 clusters Score -2.351649e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 177531 members 
Entering Unmasked Estep 
Score: -23516514.000000 Penalty: 6022.885742
	Iteration 150Q: 3 clusters Score -2.351651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -23516522.000000 Penalty: 6022.885742
	Iteration 151Q: 3 clusters Score -2.351652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -23516502.000000 Penalty: 6022.885742
	Iteration 152Q: 3 clusters Score -2.35165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 177613 members 
Entering Unmasked Estep 
Score: -23516506.000000 Penalty: 6022.885742
	Iteration 153Q: 3 clusters Score -2.351651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 177635 members 
Entering Unmasked Estep 
Score: -23516494.000000 Penalty: 6022.885742
	Iteration 154Q: 3 clusters Score -2.351649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 177649 members 
Entering Unmasked Estep 
Score: -23516476.000000 Penalty: 6022.885742
	Iteration 155Q: 3 clusters Score -2.351648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -23516472.000000 Penalty: 6022.885742
	Iteration 156Q: 3 clusters Score -2.351647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -23516466.000000 Penalty: 6022.885742
	Iteration 157Q: 3 clusters Score -2.351647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -23516454.000000 Penalty: 6022.885742
	Iteration 158Q: 3 clusters Score -2.351645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -23516472.000000 Penalty: 6022.885742
	Iteration 159Q: 3 clusters Score -2.351647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -23516470.000000 Penalty: 6022.885742
	Iteration 160F: 3 clusters Score -2.351647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -23516448.000000 Penalty: 6022.885742
	Iteration 161Q: 3 clusters Score -2.351645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -23516434.000000 Penalty: 6022.885742
	Iteration 162Q: 3 clusters Score -2.351643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 177750 members 
Entering Unmasked Estep 
Score: -23516436.000000 Penalty: 6022.885742
	Iteration 163Q: 3 clusters Score -2.351644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -23516446.000000 Penalty: 6022.885742
	Iteration 164Q: 3 clusters Score -2.351645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -23516450.000000 Penalty: 6022.885742
	Iteration 165Q: 3 clusters Score -2.351645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 177775 members 
Entering Unmasked Estep 
Score: -23516454.000000 Penalty: 6022.885742
	Iteration 166Q: 3 clusters Score -2.351645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 177782 members 
Entering Unmasked Estep 
Score: -23516460.000000 Penalty: 6022.885742
	Iteration 167Q: 3 clusters Score -2.351646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -23516464.000000 Penalty: 6022.885742
	Iteration 168Q: 3 clusters Score -2.351646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -23516450.000000 Penalty: 6022.885742
	Iteration 169Q: 3 clusters Score -2.351645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 177792 members 
Entering Unmasked Estep 
Score: -23516462.000000 Penalty: 6022.885742
	Iteration 170Q: 3 clusters Score -2.351646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -23516460.000000 Penalty: 6022.885742
	Iteration 171Q: 3 clusters Score -2.351646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -23516454.000000 Penalty: 6022.885742
	Iteration 172Q: 3 clusters Score -2.351645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 177801 members 
Entering Unmasked Estep 
Score: -23516466.000000 Penalty: 6022.885742
	Iteration 173Q: 3 clusters Score -2.351647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -23516456.000000 Penalty: 6022.885742
	Iteration 174Q: 3 clusters Score -2.351646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 177807 members 
Entering Unmasked Estep 
Score: -23516450.000000 Penalty: 6022.885742
	Iteration 175Q: 3 clusters Score -2.351645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 177809 members 
Entering Unmasked Estep 
Score: -23516454.000000 Penalty: 6022.885742
	Iteration 176Q: 3 clusters Score -2.351645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 177810 members 
Entering Unmasked Estep 
Score: -23516462.000000 Penalty: 6022.885742
	Iteration 177Q: 3 clusters Score -2.351646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -23516452.000000 Penalty: 6022.885742
	Iteration 178Q: 3 clusters Score -2.351645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -23516444.000000 Penalty: 6022.885742
	Iteration 179Q: 3 clusters Score -2.351644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 177826 members 
Entering Unmasked Estep 
Score: -23516468.000000 Penalty: 6022.885742
	Iteration 180F: 3 clusters Score -2.351647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 177832 members 
Entering Unmasked Estep 
Score: -23516458.000000 Penalty: 6022.885742
	Iteration 181Q: 3 clusters Score -2.351646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 177839 members 
Entering Unmasked Estep 
Score: -23516454.000000 Penalty: 6022.885742
	Iteration 182Q: 3 clusters Score -2.351645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 177843 members 
Entering Unmasked Estep 
Score: -23516452.000000 Penalty: 6022.885742
	Iteration 183Q: 3 clusters Score -2.351645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 177851 members 
Entering Unmasked Estep 
Score: -23516448.000000 Penalty: 6022.885742
	Iteration 184Q: 3 clusters Score -2.351645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -23516434.000000 Penalty: 6022.885742
	Iteration 185Q: 3 clusters Score -2.351643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 177863 members 
Entering Unmasked Estep 
Score: -23516444.000000 Penalty: 6022.885742
	Iteration 186Q: 3 clusters Score -2.351644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 177873 members 
Entering Unmasked Estep 
Score: -23516432.000000 Penalty: 6022.885742
	Iteration 187Q: 3 clusters Score -2.351643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -23516450.000000 Penalty: 6022.885742
	Iteration 188Q: 3 clusters Score -2.351645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 177892 members 
Entering Unmasked Estep 
Score: -23516444.000000 Penalty: 6022.885742
	Iteration 189Q: 3 clusters Score -2.351644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 177902 members 
Entering Unmasked Estep 
Score: -23516434.000000 Penalty: 6022.885742
	Iteration 190Q: 3 clusters Score -2.351643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 177912 members 
Entering Unmasked Estep 
Score: -23516466.000000 Penalty: 6022.885742
	Iteration 191Q: 3 clusters Score -2.351647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 177921 members 
Entering Unmasked Estep 
Score: -23516464.000000 Penalty: 6022.885742
	Iteration 192Q: 3 clusters Score -2.351646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 177934 members 
Entering Unmasked Estep 
Score: -23516466.000000 Penalty: 6022.885742
	Iteration 193Q: 3 clusters Score -2.351647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 177943 members 
Entering Unmasked Estep 
Score: -23516440.000000 Penalty: 6022.885742
	Iteration 194Q: 3 clusters Score -2.351644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 177952 members 
Entering Unmasked Estep 
Score: -23516432.000000 Penalty: 6022.885742
	Iteration 195Q: 3 clusters Score -2.351643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 177955 members 
Entering Unmasked Estep 
Score: -23516438.000000 Penalty: 6022.885742
	Iteration 196Q: 3 clusters Score -2.351644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -23516440.000000 Penalty: 6022.885742
	Iteration 197Q: 3 clusters Score -2.351644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 177963 members 
Entering Unmasked Estep 
Score: -23516422.000000 Penalty: 6022.885742
	Iteration 198Q: 3 clusters Score -2.351642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 177968 members 
Entering Unmasked Estep 
Score: -23516450.000000 Penalty: 6022.885742
	Iteration 199Q: 3 clusters Score -2.351645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 177975 members 
Entering Unmasked Estep 
Score: -23516428.000000 Penalty: 6022.885742
	Iteration 200F: 3 clusters Score -2.351643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 177980 members 
Entering Unmasked Estep 
Score: -23516436.000000 Penalty: 6022.885742
	Iteration 201Q: 3 clusters Score -2.351644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 177988 members 
Entering Unmasked Estep 
Score: -23516400.000000 Penalty: 6022.885742
	Iteration 202Q: 3 clusters Score -2.35164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 177997 members 
Entering Unmasked Estep 
Score: -23516412.000000 Penalty: 6022.885742
	Iteration 203Q: 3 clusters Score -2.351641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 178005 members 
Entering Unmasked Estep 
Score: -23516406.000000 Penalty: 6022.885742
	Iteration 204Q: 3 clusters Score -2.351641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 178011 members 
Entering Unmasked Estep 
Score: -23516412.000000 Penalty: 6022.885742
	Iteration 205Q: 3 clusters Score -2.351641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 178020 members 
Entering Unmasked Estep 
Score: -23516418.000000 Penalty: 6022.885742
	Iteration 206Q: 3 clusters Score -2.351642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -23516432.000000 Penalty: 6022.885742
	Iteration 207Q: 3 clusters Score -2.351643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 178039 members 
Entering Unmasked Estep 
Score: -23516442.000000 Penalty: 6022.885742
	Iteration 208Q: 3 clusters Score -2.351644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -23516424.000000 Penalty: 6022.885742
	Iteration 209Q: 3 clusters Score -2.351642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 178053 members 
Entering Unmasked Estep 
Score: -23516432.000000 Penalty: 6022.885742
	Iteration 210Q: 3 clusters Score -2.351643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 178058 members 
Entering Unmasked Estep 
Score: -23516426.000000 Penalty: 6022.885742
	Iteration 211Q: 3 clusters Score -2.351643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -23516424.000000 Penalty: 6022.885742
	Iteration 212Q: 3 clusters Score -2.351642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 178075 members 
Entering Unmasked Estep 
Score: -23516440.000000 Penalty: 6022.885742
	Iteration 213Q: 3 clusters Score -2.351644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 178083 members 
Entering Unmasked Estep 
Score: -23516422.000000 Penalty: 6022.885742
	Iteration 214Q: 3 clusters Score -2.351642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 178089 members 
Entering Unmasked Estep 
Score: -23516414.000000 Penalty: 6022.885742
	Iteration 215Q: 3 clusters Score -2.351641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 178092 members 
Entering Unmasked Estep 
Score: -23516402.000000 Penalty: 6022.885742
	Iteration 216Q: 3 clusters Score -2.35164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 178094 members 
Entering Unmasked Estep 
Score: -23516400.000000 Penalty: 6022.885742
	Iteration 217Q: 3 clusters Score -2.35164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -23516402.000000 Penalty: 6022.885742
	Iteration 218Q: 3 clusters Score -2.35164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -23516402.000000 Penalty: 6022.885742
	Iteration 219F: 3 clusters Score -2.35164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 19126 members 
Mstep: Class 4 contains 79102 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 155104 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 76061 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 178096 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153963 members 
Entering Unmasked Estep 
Score: -105739176.000000 Penalty: 67759.281250
Splitting cluster 17 changes total score from -105739328.000000 to -105739176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -96790.382812 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -96790.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94964.531250 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -94964.53 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95208.164062 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -95208.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95292.898438 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -95292.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95335.437500 Penalty: 3317.423828
	Iteration 3Q: 3 clusters Score -95335.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95358.343750 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -95358.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95368.054688 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -95368.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95373.171875 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -95373.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95376.554688 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -95376.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95378.132812 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -95378.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95378.132812 Penalty: 3317.423828
	Iteration 9F: 3 clusters Score -95378.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -114602.226562 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -114602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112751.406250 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -112751.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113311.632812 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -113311.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113689.078125 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -113689.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -114015.781250 Penalty: 3451.390381
	Iteration 3F: 3 clusters Score -114015.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -114382.289062 Penalty: 3451.390381
	Iteration 4F: 3 clusters Score -114382.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -114694.718750 Penalty: 3451.390381
	Iteration 5F: 3 clusters Score -114694.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -115095.148438 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -115095.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115981.859375 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -115981.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116884.062500 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -116884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -116909.984375 Penalty: 3451.390381
	Iteration 9Q: 3 clusters Score -116910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116917.984375 Penalty: 3451.390381
	Iteration 10Q: 3 clusters Score -116918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116917.984375 Penalty: 3451.390381
	Iteration 11F: 3 clusters Score -116918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 19126 members 
Mstep: Class 4 contains 79102 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 155104 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 76061 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 187759 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153963 members 
Entering Unmasked Estep 
Score: -105739872.000000 Penalty: 67759.281250
Splitting cluster 19 changes total score from -105739328.000000 to -105739872.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -32001.890625 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -32001.89 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 162 members 
Entering Unmasked Estep 
Score: -30769.773438 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -30769.77 nChanged 42
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: -30854.576172 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -30854.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30894.390625 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -30894.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30917.404297 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -30917.4 nChanged 4
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: -30928.435547 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -30928.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30929.548828 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -30929.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30929.548828 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -30929.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Entering Unmasked Estep 
Score: -19437908.000000 Penalty: 2962.228027
	Iteration 0F: 2 clusters Score -1.943791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -19337428.000000 Penalty: 5924.456055
	Iteration 0F: 3 clusters Score -1.933743e+07 nChanged 73721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -19379582.000000 Penalty: 5924.456055
	Iteration 1F: 3 clusters Score -1.937958e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -19380962.000000 Penalty: 5924.456055
	Iteration 2Q: 3 clusters Score -1.938096e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -19382964.000000 Penalty: 5924.456055
	Iteration 3Q: 3 clusters Score -1.938296e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -19386086.000000 Penalty: 5924.456055
	Iteration 4Q: 3 clusters Score -1.938609e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -19390618.000000 Penalty: 5924.456055
	Iteration 5F: 3 clusters Score -1.939062e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -19397628.000000 Penalty: 5924.456055
	Iteration 6F: 3 clusters Score -1.939763e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -19406688.000000 Penalty: 5924.456055
	Iteration 7F: 3 clusters Score -1.940669e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -19416642.000000 Penalty: 5924.456055
	Iteration 8F: 3 clusters Score -1.941664e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -19424384.000000 Penalty: 5924.456055
	Iteration 9F: 3 clusters Score -1.942438e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123215 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -19428122.000000 Penalty: 5924.456055
	Iteration 10Q: 3 clusters Score -1.942812e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -19429730.000000 Penalty: 5924.456055
	Iteration 11Q: 3 clusters Score -1.942973e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -19430578.000000 Penalty: 5924.456055
	Iteration 12Q: 3 clusters Score -1.943058e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -19431492.000000 Penalty: 5924.456055
	Iteration 13Q: 3 clusters Score -1.943149e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132147 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -19432264.000000 Penalty: 5924.456055
	Iteration 14Q: 3 clusters Score -1.943226e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -19432894.000000 Penalty: 5924.456055
	Iteration 15Q: 3 clusters Score -1.943289e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -19433370.000000 Penalty: 5924.456055
	Iteration 16Q: 3 clusters Score -1.943337e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -19433938.000000 Penalty: 5924.456055
	Iteration 17Q: 3 clusters Score -1.943394e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -19434408.000000 Penalty: 5924.456055
	Iteration 18Q: 3 clusters Score -1.943441e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139987 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -19434930.000000 Penalty: 5924.456055
	Iteration 19Q: 3 clusters Score -1.943493e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -19435266.000000 Penalty: 5924.456055
	Iteration 20F: 3 clusters Score -1.943527e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -19435610.000000 Penalty: 5924.456055
	Iteration 21Q: 3 clusters Score -1.943561e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -19436042.000000 Penalty: 5924.456055
	Iteration 22Q: 3 clusters Score -1.943604e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -19436280.000000 Penalty: 5924.456055
	Iteration 23Q: 3 clusters Score -1.943628e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -19436488.000000 Penalty: 5924.456055
	Iteration 24Q: 3 clusters Score -1.943649e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146335 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -19436720.000000 Penalty: 5924.456055
	Iteration 25Q: 3 clusters Score -1.943672e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -19436770.000000 Penalty: 5924.456055
	Iteration 26Q: 3 clusters Score -1.943677e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -19436860.000000 Penalty: 5924.456055
	Iteration 27Q: 3 clusters Score -1.943686e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -19436868.000000 Penalty: 5924.456055
	Iteration 28Q: 3 clusters Score -1.943687e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -19436882.000000 Penalty: 5924.456055
	Iteration 29Q: 3 clusters Score -1.943688e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -19436902.000000 Penalty: 5924.456055
	Iteration 30Q: 3 clusters Score -1.94369e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -19436934.000000 Penalty: 5924.456055
	Iteration 31Q: 3 clusters Score -1.943693e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -19436950.000000 Penalty: 5924.456055
	Iteration 32Q: 3 clusters Score -1.943695e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -19436984.000000 Penalty: 5924.456055
	Iteration 33Q: 3 clusters Score -1.943698e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150037 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -19437024.000000 Penalty: 5924.456055
	Iteration 34Q: 3 clusters Score -1.943702e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -19436946.000000 Penalty: 5924.456055
	Iteration 35Q: 3 clusters Score -1.943695e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19436954.000000 Penalty: 5924.456055
	Iteration 36Q: 3 clusters Score -1.943695e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -19436924.000000 Penalty: 5924.456055
	Iteration 37Q: 3 clusters Score -1.943692e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -19436896.000000 Penalty: 5924.456055
	Iteration 38Q: 3 clusters Score -1.94369e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -19436884.000000 Penalty: 5924.456055
	Iteration 39Q: 3 clusters Score -1.943688e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150815 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -19436894.000000 Penalty: 5924.456055
	Iteration 40F: 3 clusters Score -1.943689e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -19436896.000000 Penalty: 5924.456055
	Iteration 41Q: 3 clusters Score -1.94369e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150990 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -19436888.000000 Penalty: 5924.456055
	Iteration 42Q: 3 clusters Score -1.943689e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -19436880.000000 Penalty: 5924.456055
	Iteration 43Q: 3 clusters Score -1.943688e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -19436904.000000 Penalty: 5924.456055
	Iteration 44Q: 3 clusters Score -1.94369e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19436882.000000 Penalty: 5924.456055
	Iteration 45Q: 3 clusters Score -1.943688e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -19436906.000000 Penalty: 5924.456055
	Iteration 46Q: 3 clusters Score -1.943691e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151309 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19436906.000000 Penalty: 5924.456055
	Iteration 47Q: 3 clusters Score -1.943691e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151364 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19436890.000000 Penalty: 5924.456055
	Iteration 48Q: 3 clusters Score -1.943689e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -19436888.000000 Penalty: 5924.456055
	Iteration 49Q: 3 clusters Score -1.943689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151441 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19436878.000000 Penalty: 5924.456055
	Iteration 50Q: 3 clusters Score -1.943688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151479 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -19436850.000000 Penalty: 5924.456055
	Iteration 51Q: 3 clusters Score -1.943685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -19436856.000000 Penalty: 5924.456055
	Iteration 52Q: 3 clusters Score -1.943686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151546 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -19436854.000000 Penalty: 5924.456055
	Iteration 53Q: 3 clusters Score -1.943685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -19436858.000000 Penalty: 5924.456055
	Iteration 54Q: 3 clusters Score -1.943686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19436838.000000 Penalty: 5924.456055
	Iteration 55Q: 3 clusters Score -1.943684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19436848.000000 Penalty: 5924.456055
	Iteration 56Q: 3 clusters Score -1.943685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19436852.000000 Penalty: 5924.456055
	Iteration 57Q: 3 clusters Score -1.943685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151648 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19436842.000000 Penalty: 5924.456055
	Iteration 58Q: 3 clusters Score -1.943684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19436852.000000 Penalty: 5924.456055
	Iteration 59Q: 3 clusters Score -1.943685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151696 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -19436850.000000 Penalty: 5924.456055
	Iteration 60F: 3 clusters Score -1.943685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -19436868.000000 Penalty: 5924.456055
	Iteration 61Q: 3 clusters Score -1.943687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -19436856.000000 Penalty: 5924.456055
	Iteration 62Q: 3 clusters Score -1.943686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19436862.000000 Penalty: 5924.456055
	Iteration 63Q: 3 clusters Score -1.943686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151779 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19436854.000000 Penalty: 5924.456055
	Iteration 64Q: 3 clusters Score -1.943685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151793 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19436860.000000 Penalty: 5924.456055
	Iteration 65Q: 3 clusters Score -1.943686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -19436864.000000 Penalty: 5924.456055
	Iteration 66Q: 3 clusters Score -1.943686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -19436864.000000 Penalty: 5924.456055
	Iteration 67Q: 3 clusters Score -1.943686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19436840.000000 Penalty: 5924.456055
	Iteration 68Q: 3 clusters Score -1.943684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151834 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -19436826.000000 Penalty: 5924.456055
	Iteration 69Q: 3 clusters Score -1.943683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19436836.000000 Penalty: 5924.456055
	Iteration 70Q: 3 clusters Score -1.943684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19436838.000000 Penalty: 5924.456055
	Iteration 71Q: 3 clusters Score -1.943684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -19436828.000000 Penalty: 5924.456055
	Iteration 72Q: 3 clusters Score -1.943683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19436832.000000 Penalty: 5924.456055
	Iteration 73Q: 3 clusters Score -1.943683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19436818.000000 Penalty: 5924.456055
	Iteration 74Q: 3 clusters Score -1.943682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -19436810.000000 Penalty: 5924.456055
	Iteration 75Q: 3 clusters Score -1.943681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151890 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19436804.000000 Penalty: 5924.456055
	Iteration 76Q: 3 clusters Score -1.94368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151897 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19436812.000000 Penalty: 5924.456055
	Iteration 77Q: 3 clusters Score -1.943681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151905 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -19436820.000000 Penalty: 5924.456055
	Iteration 78Q: 3 clusters Score -1.943682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19436810.000000 Penalty: 5924.456055
	Iteration 79Q: 3 clusters Score -1.943681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151920 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19436806.000000 Penalty: 5924.456055
	Iteration 80F: 3 clusters Score -1.943681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151927 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -19436802.000000 Penalty: 5924.456055
	Iteration 81Q: 3 clusters Score -1.94368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -19436798.000000 Penalty: 5924.456055
	Iteration 82Q: 3 clusters Score -1.94368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151934 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19436806.000000 Penalty: 5924.456055
	Iteration 83Q: 3 clusters Score -1.943681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -19436812.000000 Penalty: 5924.456055
	Iteration 84Q: 3 clusters Score -1.943681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19436804.000000 Penalty: 5924.456055
	Iteration 85Q: 3 clusters Score -1.94368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19436814.000000 Penalty: 5924.456055
	Iteration 86Q: 3 clusters Score -1.943681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151940 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19436810.000000 Penalty: 5924.456055
	Iteration 87Q: 3 clusters Score -1.943681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19436806.000000 Penalty: 5924.456055
	Iteration 88Q: 3 clusters Score -1.943681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19436812.000000 Penalty: 5924.456055
	Iteration 89Q: 3 clusters Score -1.943681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19436812.000000 Penalty: 5924.456055
	Iteration 90F: 3 clusters Score -1.943681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 19126 members 
Mstep: Class 4 contains 79102 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 155104 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 76061 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 187759 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 22 contains 153963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739912.000000 Penalty: 67759.281250
Iteration 119Q: 21 clusters Score -1.057399e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 79160 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 155200 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 75459 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 187917 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 358 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740000.000000 Penalty: 67759.281250
Iteration 120F: 21 clusters Score -1.0574e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 19239 members 
Mstep: Class 4 contains 79212 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 155330 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 74901 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 188067 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740152.000000 Penalty: 67759.281250
Iteration 121Q: 21 clusters Score -1.057402e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 19289 members 
Mstep: Class 4 contains 79269 members 
Mstep: Class 5 contains 3471 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 155473 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 74280 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 188189 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740088.000000 Penalty: 67759.281250
Iteration 122Q: 21 clusters Score -1.057401e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 19330 members 
Mstep: Class 4 contains 79320 members 
Mstep: Class 5 contains 3469 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 155575 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 73694 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 188352 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739864.000000 Penalty: 67759.281250
Iteration 123Q: 21 clusters Score -1.057399e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167819 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 19372 members 
Mstep: Class 4 contains 79374 members 
Mstep: Class 5 contains 3461 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 155659 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 73126 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 611 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 188489 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740736.000000 Penalty: 67759.281250
Iteration 124Q: 21 clusters Score -1.057407e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 19406 members 
Mstep: Class 4 contains 79410 members 
Mstep: Class 5 contains 3461 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155761 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 72578 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 188596 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740528.000000 Penalty: 67759.281250
Iteration 125Q: 21 clusters Score -1.057405e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 7565 members 
Mstep: Class 3 contains 19433 members 
Mstep: Class 4 contains 79443 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155849 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 72002 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 188756 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740528.000000 Penalty: 67759.281250
Iteration 126Q: 21 clusters Score -1.057405e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168313 members 
Mstep: Class 2 contains 7569 members 
Mstep: Class 3 contains 19474 members 
Mstep: Class 4 contains 79504 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155949 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 71463 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 188854 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740464.000000 Penalty: 67759.281250
Iteration 127Q: 21 clusters Score -1.057405e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 19517 members 
Mstep: Class 4 contains 79542 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156038 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 70905 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 188976 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740360.000000 Penalty: 67759.281250
Iteration 128Q: 21 clusters Score -1.057404e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 7585 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 79574 members 
Mstep: Class 5 contains 3410 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156109 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 70378 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 189086 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740320.000000 Penalty: 67759.281250
Iteration 129Q: 21 clusters Score -1.057403e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168878 members 
Mstep: Class 2 contains 7594 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 79596 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156175 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 69829 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 189196 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 154927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740280.000000 Penalty: 67759.281250
Iteration 130Q: 21 clusters Score -1.057403e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 7605 members 
Mstep: Class 3 contains 19653 members 
Mstep: Class 4 contains 79609 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156248 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 69270 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 189332 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740384.000000 Penalty: 67759.281250
Iteration 131Q: 21 clusters Score -1.057404e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 7614 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 79612 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156320 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 68729 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 189481 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740400.000000 Penalty: 67759.281250
Iteration 132Q: 21 clusters Score -1.057404e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 7627 members 
Mstep: Class 3 contains 19757 members 
Mstep: Class 4 contains 79619 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156416 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 68205 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 189624 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -1.057402e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 7643 members 
Mstep: Class 3 contains 19826 members 
Mstep: Class 4 contains 79608 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156481 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 67687 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 189778 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740160.000000 Penalty: 67759.281250
Iteration 134Q: 21 clusters Score -1.057402e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169778 members 
Mstep: Class 2 contains 7653 members 
Mstep: Class 3 contains 19882 members 
Mstep: Class 4 contains 79615 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156552 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 67153 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 189922 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155303 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 21 clusters Score -1.0574e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169975 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 19933 members 
Mstep: Class 4 contains 79621 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156622 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 66633 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 190058 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739872.000000 Penalty: 67759.281250
Iteration 136Q: 21 clusters Score -1.057399e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170169 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 79635 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156686 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 66139 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 190160 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155434 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 21 clusters Score -1.057401e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 20021 members 
Mstep: Class 4 contains 79673 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156748 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 65634 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 190250 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739840.000000 Penalty: 67759.281250
Iteration 138Q: 21 clusters Score -1.057398e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 20050 members 
Mstep: Class 4 contains 79710 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 1155 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156830 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 65130 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 190372 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739912.000000 Penalty: 67759.281250
Iteration 139Q: 21 clusters Score -1.057399e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170761 members 
Mstep: Class 2 contains 7691 members 
Mstep: Class 3 contains 20101 members 
Mstep: Class 4 contains 79732 members 
Mstep: Class 5 contains 3344 members 
Mstep: Class 6 contains 1155 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156914 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 64600 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 190487 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739872.000000 Penalty: 67759.281250
Iteration 140F: 21 clusters Score -1.057399e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 7706 members 
Mstep: Class 3 contains 20157 members 
Mstep: Class 4 contains 79739 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156992 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 64075 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 190620 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 21 clusters Score -1.057398e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 7721 members 
Mstep: Class 3 contains 20212 members 
Mstep: Class 4 contains 79772 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157070 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 63503 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 190762 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739728.000000 Penalty: 67759.281250
Iteration 142Q: 21 clusters Score -1.057397e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 7740 members 
Mstep: Class 3 contains 20264 members 
Mstep: Class 4 contains 79793 members 
Mstep: Class 5 contains 3346 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157137 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 62926 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 190924 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 21 clusters Score -1.057395e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171522 members 
Mstep: Class 2 contains 7752 members 
Mstep: Class 3 contains 20317 members 
Mstep: Class 4 contains 79821 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157207 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 62348 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 191098 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739600.000000 Penalty: 67759.281250
Iteration 144Q: 21 clusters Score -1.057396e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 7763 members 
Mstep: Class 3 contains 20370 members 
Mstep: Class 4 contains 79863 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157272 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 61777 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 191250 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739480.000000 Penalty: 67759.281250
Iteration 145Q: 21 clusters Score -1.057395e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171878 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 20430 members 
Mstep: Class 4 contains 79902 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157321 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 61224 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 191405 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 155938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739384.000000 Penalty: 67759.281250
Iteration 146Q: 21 clusters Score -1.057394e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172020 members 
Mstep: Class 2 contains 7799 members 
Mstep: Class 3 contains 20490 members 
Mstep: Class 4 contains 79927 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157418 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 60644 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 191564 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739656.000000 Penalty: 67759.281250
Iteration 147Q: 21 clusters Score -1.057397e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172112 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 20549 members 
Mstep: Class 4 contains 79956 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157524 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 60054 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 191758 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156096 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -1.057397e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 20609 members 
Mstep: Class 4 contains 79997 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157598 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 59477 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 191929 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156185 members 
Entering Unmasked Estep 
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Iteration 149Q: 21 clusters Score -1.057397e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 7866 members 
Mstep: Class 3 contains 20667 members 
Mstep: Class 4 contains 80062 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157693 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 58922 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 192073 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156259 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -1.057397e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 80131 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 1151 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157748 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 58360 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 192232 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156349 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -1.057397e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172549 members 
Mstep: Class 2 contains 7895 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 80201 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157798 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 57775 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 192429 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156455 members 
Entering Unmasked Estep 
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Iteration 152Q: 21 clusters Score -1.057396e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172649 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 20849 members 
Mstep: Class 4 contains 80274 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157838 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 57201 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 192642 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156529 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -1.057395e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 7917 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 80328 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157849 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 56668 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 192858 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156623 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -1.057397e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172854 members 
Mstep: Class 2 contains 7920 members 
Mstep: Class 3 contains 20962 members 
Mstep: Class 4 contains 80392 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 1151 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157903 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 56087 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 193064 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156708 members 
Entering Unmasked Estep 
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Iteration 155Q: 21 clusters Score -1.057397e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 7924 members 
Mstep: Class 3 contains 21039 members 
Mstep: Class 4 contains 80453 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157991 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 55478 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 193274 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156788 members 
Entering Unmasked Estep 
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Iteration 156Q: 21 clusters Score -1.057396e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173072 members 
Mstep: Class 2 contains 7925 members 
Mstep: Class 3 contains 21118 members 
Mstep: Class 4 contains 80522 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158028 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 54895 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 193517 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739712.000000 Penalty: 67759.281250
Iteration 157Q: 21 clusters Score -1.057397e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 7928 members 
Mstep: Class 3 contains 21200 members 
Mstep: Class 4 contains 80570 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158048 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 54325 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 193764 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739792.000000 Penalty: 67759.281250
Iteration 158Q: 21 clusters Score -1.057398e+08 nChanged 1342
Entering ConstructFrom: 
Score: -105739792.000000 Penalty: 67759.281250
Entering ConstructFrom: 
Trying to split cluster 1 (173285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173285 members 
Entering Unmasked Estep 
Score: -21725322.000000 Penalty: 2991.547852
	Iteration 0F: 2 clusters Score -2.172532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -21612690.000000 Penalty: 5983.095703
	Iteration 0F: 3 clusters Score -2.161269e+07 nChanged 83106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -21660632.000000 Penalty: 5983.095703
	Iteration 1F: 3 clusters Score -2.166063e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -21661800.000000 Penalty: 5983.095703
	Iteration 2Q: 3 clusters Score -2.16618e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -21663234.000000 Penalty: 5983.095703
	Iteration 3Q: 3 clusters Score -2.166323e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -21665592.000000 Penalty: 5983.095703
	Iteration 4Q: 3 clusters Score -2.166559e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -21668900.000000 Penalty: 5983.095703
	Iteration 5Q: 3 clusters Score -2.16689e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -21673366.000000 Penalty: 5983.095703
	Iteration 6Q: 3 clusters Score -2.167337e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -21679032.000000 Penalty: 5983.095703
	Iteration 7F: 3 clusters Score -2.167903e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -21686418.000000 Penalty: 5983.095703
	Iteration 8F: 3 clusters Score -2.168642e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -21694586.000000 Penalty: 5983.095703
	Iteration 9F: 3 clusters Score -2.169459e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -21701438.000000 Penalty: 5983.095703
	Iteration 10F: 3 clusters Score -2.170144e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -21704786.000000 Penalty: 5983.095703
	Iteration 11Q: 3 clusters Score -2.170479e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -21706152.000000 Penalty: 5983.095703
	Iteration 12Q: 3 clusters Score -2.170615e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -21706796.000000 Penalty: 5983.095703
	Iteration 13Q: 3 clusters Score -2.17068e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -21707290.000000 Penalty: 5983.095703
	Iteration 14Q: 3 clusters Score -2.170729e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -21707834.000000 Penalty: 5983.095703
	Iteration 15Q: 3 clusters Score -2.170783e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -21708348.000000 Penalty: 5983.095703
	Iteration 16Q: 3 clusters Score -2.170835e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -21708696.000000 Penalty: 5983.095703
	Iteration 17Q: 3 clusters Score -2.17087e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -21709224.000000 Penalty: 5983.095703
	Iteration 18Q: 3 clusters Score -2.170922e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -21709724.000000 Penalty: 5983.095703
	Iteration 19Q: 3 clusters Score -2.170972e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -21710288.000000 Penalty: 5983.095703
	Iteration 20F: 3 clusters Score -2.171029e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -21710756.000000 Penalty: 5983.095703
	Iteration 21Q: 3 clusters Score -2.171076e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 109398 members 
Entering Unmasked Estep 
Score: -21711202.000000 Penalty: 5983.095703
	Iteration 22Q: 3 clusters Score -2.17112e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -21711782.000000 Penalty: 5983.095703
	Iteration 23Q: 3 clusters Score -2.171178e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -21712296.000000 Penalty: 5983.095703
	Iteration 24Q: 3 clusters Score -2.17123e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -21712752.000000 Penalty: 5983.095703
	Iteration 25Q: 3 clusters Score -2.171275e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
Score: -21713354.000000 Penalty: 5983.095703
	Iteration 26Q: 3 clusters Score -2.171335e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 120810 members 
Entering Unmasked Estep 
Score: -21713816.000000 Penalty: 5983.095703
	Iteration 27Q: 3 clusters Score -2.171382e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 123217 members 
Entering Unmasked Estep 
Score: -21714546.000000 Penalty: 5983.095703
	Iteration 28Q: 3 clusters Score -2.171455e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -21715408.000000 Penalty: 5983.095703
	Iteration 29Q: 3 clusters Score -2.171541e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -21716100.000000 Penalty: 5983.095703
	Iteration 30Q: 3 clusters Score -2.17161e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -21716880.000000 Penalty: 5983.095703
	Iteration 31Q: 3 clusters Score -2.171688e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -21717636.000000 Penalty: 5983.095703
	Iteration 32Q: 3 clusters Score -2.171764e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 135078 members 
Entering Unmasked Estep 
Score: -21718096.000000 Penalty: 5983.095703
	Iteration 33Q: 3 clusters Score -2.17181e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 137280 members 
Entering Unmasked Estep 
Score: -21718848.000000 Penalty: 5983.095703
	Iteration 34Q: 3 clusters Score -2.171885e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 139308 members 
Entering Unmasked Estep 
Score: -21719474.000000 Penalty: 5983.095703
	Iteration 35Q: 3 clusters Score -2.171947e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -21720064.000000 Penalty: 5983.095703
	Iteration 36Q: 3 clusters Score -2.172006e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -21720544.000000 Penalty: 5983.095703
	Iteration 37Q: 3 clusters Score -2.172054e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 145057 members 
Entering Unmasked Estep 
Score: -21721174.000000 Penalty: 5983.095703
	Iteration 38Q: 3 clusters Score -2.172117e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 146811 members 
Entering Unmasked Estep 
Score: -21721504.000000 Penalty: 5983.095703
	Iteration 39Q: 3 clusters Score -2.17215e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -21721912.000000 Penalty: 5983.095703
	Iteration 40F: 3 clusters Score -2.172191e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -21722260.000000 Penalty: 5983.095703
	Iteration 41Q: 3 clusters Score -2.172226e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 151843 members 
Entering Unmasked Estep 
Score: -21722690.000000 Penalty: 5983.095703
	Iteration 42Q: 3 clusters Score -2.172269e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -21723140.000000 Penalty: 5983.095703
	Iteration 43Q: 3 clusters Score -2.172314e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 154673 members 
Entering Unmasked Estep 
Score: -21723272.000000 Penalty: 5983.095703
	Iteration 44Q: 3 clusters Score -2.172327e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 155957 members 
Entering Unmasked Estep 
Score: -21723446.000000 Penalty: 5983.095703
	Iteration 45Q: 3 clusters Score -2.172345e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 157149 members 
Entering Unmasked Estep 
Score: -21723732.000000 Penalty: 5983.095703
	Iteration 46Q: 3 clusters Score -2.172373e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -21723936.000000 Penalty: 5983.095703
	Iteration 47Q: 3 clusters Score -2.172394e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 159156 members 
Entering Unmasked Estep 
Score: -21724004.000000 Penalty: 5983.095703
	Iteration 48Q: 3 clusters Score -2.1724e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -21724176.000000 Penalty: 5983.095703
	Iteration 49Q: 3 clusters Score -2.172418e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 160892 members 
Entering Unmasked Estep 
Score: -21724264.000000 Penalty: 5983.095703
	Iteration 50Q: 3 clusters Score -2.172426e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -21724324.000000 Penalty: 5983.095703
	Iteration 51Q: 3 clusters Score -2.172432e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 162402 members 
Entering Unmasked Estep 
Score: -21724352.000000 Penalty: 5983.095703
	Iteration 52Q: 3 clusters Score -2.172435e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -21724430.000000 Penalty: 5983.095703
	Iteration 53Q: 3 clusters Score -2.172443e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -21724472.000000 Penalty: 5983.095703
	Iteration 54Q: 3 clusters Score -2.172447e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 164160 members 
Entering Unmasked Estep 
Score: -21724544.000000 Penalty: 5983.095703
	Iteration 55Q: 3 clusters Score -2.172454e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -21724582.000000 Penalty: 5983.095703
	Iteration 56Q: 3 clusters Score -2.172458e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -21724614.000000 Penalty: 5983.095703
	Iteration 57Q: 3 clusters Score -2.172461e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 165479 members 
Entering Unmasked Estep 
Score: -21724604.000000 Penalty: 5983.095703
	Iteration 58Q: 3 clusters Score -2.17246e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -21724644.000000 Penalty: 5983.095703
	Iteration 59Q: 3 clusters Score -2.172464e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -21724668.000000 Penalty: 5983.095703
	Iteration 60F: 3 clusters Score -2.172467e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -21724666.000000 Penalty: 5983.095703
	Iteration 61Q: 3 clusters Score -2.172467e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -21724616.000000 Penalty: 5983.095703
	Iteration 62Q: 3 clusters Score -2.172462e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -21724578.000000 Penalty: 5983.095703
	Iteration 63Q: 3 clusters Score -2.172458e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -21724564.000000 Penalty: 5983.095703
	Iteration 64Q: 3 clusters Score -2.172456e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 167403 members 
Entering Unmasked Estep 
Score: -21724552.000000 Penalty: 5983.095703
	Iteration 65Q: 3 clusters Score -2.172455e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 167577 members 
Entering Unmasked Estep 
Score: -21724546.000000 Penalty: 5983.095703
	Iteration 66Q: 3 clusters Score -2.172455e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 167733 members 
Entering Unmasked Estep 
Score: -21724538.000000 Penalty: 5983.095703
	Iteration 67Q: 3 clusters Score -2.172454e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 167884 members 
Entering Unmasked Estep 
Score: -21724590.000000 Penalty: 5983.095703
	Iteration 68Q: 3 clusters Score -2.172459e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -21724574.000000 Penalty: 5983.095703
	Iteration 69Q: 3 clusters Score -2.172457e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -21724540.000000 Penalty: 5983.095703
	Iteration 70Q: 3 clusters Score -2.172454e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 168339 members 
Entering Unmasked Estep 
Score: -21724518.000000 Penalty: 5983.095703
	Iteration 71Q: 3 clusters Score -2.172452e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 168463 members 
Entering Unmasked Estep 
Score: -21724518.000000 Penalty: 5983.095703
	Iteration 72Q: 3 clusters Score -2.172452e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -21724500.000000 Penalty: 5983.095703
	Iteration 73Q: 3 clusters Score -2.17245e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -21724478.000000 Penalty: 5983.095703
	Iteration 74Q: 3 clusters Score -2.172448e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -21724474.000000 Penalty: 5983.095703
	Iteration 75Q: 3 clusters Score -2.172447e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 168840 members 
Entering Unmasked Estep 
Score: -21724466.000000 Penalty: 5983.095703
	Iteration 76Q: 3 clusters Score -2.172447e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -21724452.000000 Penalty: 5983.095703
	Iteration 77Q: 3 clusters Score -2.172445e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 168972 members 
Entering Unmasked Estep 
Score: -21724444.000000 Penalty: 5983.095703
	Iteration 78Q: 3 clusters Score -2.172444e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 169032 members 
Entering Unmasked Estep 
Score: -21724424.000000 Penalty: 5983.095703
	Iteration 79Q: 3 clusters Score -2.172442e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -21724410.000000 Penalty: 5983.095703
	Iteration 80F: 3 clusters Score -2.172441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -21724410.000000 Penalty: 5983.095703
	Iteration 81Q: 3 clusters Score -2.172441e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -21724402.000000 Penalty: 5983.095703
	Iteration 82Q: 3 clusters Score -2.17244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -21724382.000000 Penalty: 5983.095703
	Iteration 83Q: 3 clusters Score -2.172438e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 169273 members 
Entering Unmasked Estep 
Score: -21724374.000000 Penalty: 5983.095703
	Iteration 84Q: 3 clusters Score -2.172437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 169302 members 
Entering Unmasked Estep 
Score: -21724382.000000 Penalty: 5983.095703
	Iteration 85Q: 3 clusters Score -2.172438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 169335 members 
Entering Unmasked Estep 
Score: -21724388.000000 Penalty: 5983.095703
	Iteration 86Q: 3 clusters Score -2.172439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -21724398.000000 Penalty: 5983.095703
	Iteration 87Q: 3 clusters Score -2.17244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 169384 members 
Entering Unmasked Estep 
Score: -21724416.000000 Penalty: 5983.095703
	Iteration 88Q: 3 clusters Score -2.172442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 169411 members 
Entering Unmasked Estep 
Score: -21724416.000000 Penalty: 5983.095703
	Iteration 89Q: 3 clusters Score -2.172442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -21724432.000000 Penalty: 5983.095703
	Iteration 90Q: 3 clusters Score -2.172443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -21724410.000000 Penalty: 5983.095703
	Iteration 91Q: 3 clusters Score -2.172441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -21724396.000000 Penalty: 5983.095703
	Iteration 92Q: 3 clusters Score -2.17244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 169482 members 
Entering Unmasked Estep 
Score: -21724394.000000 Penalty: 5983.095703
	Iteration 93Q: 3 clusters Score -2.172439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -21724396.000000 Penalty: 5983.095703
	Iteration 94Q: 3 clusters Score -2.17244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -21724394.000000 Penalty: 5983.095703
	Iteration 95Q: 3 clusters Score -2.172439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -21724408.000000 Penalty: 5983.095703
	Iteration 96Q: 3 clusters Score -2.172441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -21724390.000000 Penalty: 5983.095703
	Iteration 97Q: 3 clusters Score -2.172439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 169569 members 
Entering Unmasked Estep 
Score: -21724412.000000 Penalty: 5983.095703
	Iteration 98Q: 3 clusters Score -2.172441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 169576 members 
Entering Unmasked Estep 
Score: -21724426.000000 Penalty: 5983.095703
	Iteration 99Q: 3 clusters Score -2.172443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 169581 members 
Entering Unmasked Estep 
Score: -21724422.000000 Penalty: 5983.095703
	Iteration 100F: 3 clusters Score -2.172442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 169586 members 
Entering Unmasked Estep 
Score: -21724410.000000 Penalty: 5983.095703
	Iteration 101Q: 3 clusters Score -2.172441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -21724404.000000 Penalty: 5983.095703
	Iteration 102Q: 3 clusters Score -2.17244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -21724392.000000 Penalty: 5983.095703
	Iteration 103Q: 3 clusters Score -2.172439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 169608 members 
Entering Unmasked Estep 
Score: -21724394.000000 Penalty: 5983.095703
	Iteration 104Q: 3 clusters Score -2.172439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -21724406.000000 Penalty: 5983.095703
	Iteration 105Q: 3 clusters Score -2.172441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -21724396.000000 Penalty: 5983.095703
	Iteration 106Q: 3 clusters Score -2.17244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 169624 members 
Entering Unmasked Estep 
Score: -21724412.000000 Penalty: 5983.095703
	Iteration 107Q: 3 clusters Score -2.172441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -21724412.000000 Penalty: 5983.095703
	Iteration 108Q: 3 clusters Score -2.172441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -21724428.000000 Penalty: 5983.095703
	Iteration 109Q: 3 clusters Score -2.172443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -21724428.000000 Penalty: 5983.095703
	Iteration 110Q: 3 clusters Score -2.172443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -21724430.000000 Penalty: 5983.095703
	Iteration 111Q: 3 clusters Score -2.172443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -21724430.000000 Penalty: 5983.095703
	Iteration 112F: 3 clusters Score -2.172443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Entering Unmasked Estep 
Score: -945767.625000 Penalty: 2226.707764
	Iteration 0F: 2 clusters Score -945767.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -939349.937500 Penalty: 4453.415527
	Iteration 0F: 3 clusters Score -939349.9 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -941276.500000 Penalty: 4453.415527
	Iteration 1F: 3 clusters Score -941276.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -941795.812500 Penalty: 4453.415527
	Iteration 2F: 3 clusters Score -941795.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -942279.062500 Penalty: 4453.415527
	Iteration 3F: 3 clusters Score -942279.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -942741.937500 Penalty: 4453.415527
	Iteration 4F: 3 clusters Score -942741.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -943097.437500 Penalty: 4453.415527
	Iteration 5F: 3 clusters Score -943097.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -943391.312500 Penalty: 4453.415527
	Iteration 6F: 3 clusters Score -943391.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -943619.562500 Penalty: 4453.415527
	Iteration 7Q: 3 clusters Score -943619.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -943806.562500 Penalty: 4453.415527
	Iteration 8Q: 3 clusters Score -943806.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -943954.125000 Penalty: 4453.415527
	Iteration 9Q: 3 clusters Score -943954.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -944066.562500 Penalty: 4453.415527
	Iteration 10Q: 3 clusters Score -944066.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -944161.812500 Penalty: 4453.415527
	Iteration 11Q: 3 clusters Score -944161.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -944248.500000 Penalty: 4453.415527
	Iteration 12Q: 3 clusters Score -944248.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -944322.562500 Penalty: 4453.415527
	Iteration 13Q: 3 clusters Score -944322.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -944384.312500 Penalty: 4453.415527
	Iteration 14Q: 3 clusters Score -944384.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -944434.437500 Penalty: 4453.415527
	Iteration 15Q: 3 clusters Score -944434.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -944482.000000 Penalty: 4453.415527
	Iteration 16Q: 3 clusters Score -944482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -944517.437500 Penalty: 4453.415527
	Iteration 17Q: 3 clusters Score -944517.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -944542.312500 Penalty: 4453.415527
	Iteration 18Q: 3 clusters Score -944542.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -944562.375000 Penalty: 4453.415527
	Iteration 19Q: 3 clusters Score -944562.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -944586.125000 Penalty: 4453.415527
	Iteration 20F: 3 clusters Score -944586.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -944600.375000 Penalty: 4453.415527
	Iteration 21Q: 3 clusters Score -944600.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -944615.687500 Penalty: 4453.415527
	Iteration 22Q: 3 clusters Score -944615.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -944631.875000 Penalty: 4453.415527
	Iteration 23Q: 3 clusters Score -944631.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -944645.125000 Penalty: 4453.415527
	Iteration 24Q: 3 clusters Score -944645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -944650.625000 Penalty: 4453.415527
	Iteration 25Q: 3 clusters Score -944650.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -944656.875000 Penalty: 4453.415527
	Iteration 26Q: 3 clusters Score -944656.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -944671.625000 Penalty: 4453.415527
	Iteration 27Q: 3 clusters Score -944671.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -944688.562500 Penalty: 4453.415527
	Iteration 28Q: 3 clusters Score -944688.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -944701.562500 Penalty: 4453.415527
	Iteration 29Q: 3 clusters Score -944701.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -944710.750000 Penalty: 4453.415527
	Iteration 30Q: 3 clusters Score -944710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -944718.562500 Penalty: 4453.415527
	Iteration 31Q: 3 clusters Score -944718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -944723.687500 Penalty: 4453.415527
	Iteration 32Q: 3 clusters Score -944723.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -944727.187500 Penalty: 4453.415527
	Iteration 33Q: 3 clusters Score -944727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -944733.437500 Penalty: 4453.415527
	Iteration 34Q: 3 clusters Score -944733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -944733.687500 Penalty: 4453.415527
	Iteration 35Q: 3 clusters Score -944733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -944733.437500 Penalty: 4453.415527
	Iteration 36Q: 3 clusters Score -944733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -944735.312500 Penalty: 4453.415527
	Iteration 37Q: 3 clusters Score -944735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -944733.937500 Penalty: 4453.415527
	Iteration 38Q: 3 clusters Score -944733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -944734.812500 Penalty: 4453.415527
	Iteration 39Q: 3 clusters Score -944734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -944734.812500 Penalty: 4453.415527
	Iteration 40F: 3 clusters Score -944734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Entering Unmasked Estep 
Score: -2709539.750000 Penalty: 2471.473145
	Iteration 0F: 2 clusters Score -2709540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2694531.250000 Penalty: 4942.946289
	Iteration 0F: 3 clusters Score -2694531 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2699838.750000 Penalty: 4942.946289
	Iteration 1F: 3 clusters Score -2699839 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2700447.250000 Penalty: 4942.946289
	Iteration 2F: 3 clusters Score -2700447 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2701103.750000 Penalty: 4942.946289
	Iteration 3F: 3 clusters Score -2701104 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2701921.250000 Penalty: 4942.946289
	Iteration 4F: 3 clusters Score -2701921 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2702918.000000 Penalty: 4942.946289
	Iteration 5F: 3 clusters Score -2702918 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2704140.500000 Penalty: 4942.946289
	Iteration 6F: 3 clusters Score -2704140 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2705370.500000 Penalty: 4942.946289
	Iteration 7F: 3 clusters Score -2705370 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2706329.500000 Penalty: 4942.946289
	Iteration 8F: 3 clusters Score -2706330 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2706909.500000 Penalty: 4942.946289
	Iteration 9Q: 3 clusters Score -2706910 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2707196.000000 Penalty: 4942.946289
	Iteration 10Q: 3 clusters Score -2707196 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2707400.000000 Penalty: 4942.946289
	Iteration 11Q: 3 clusters Score -2707400 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2707512.250000 Penalty: 4942.946289
	Iteration 12Q: 3 clusters Score -2707512 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2707618.250000 Penalty: 4942.946289
	Iteration 13Q: 3 clusters Score -2707618 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2707701.250000 Penalty: 4942.946289
	Iteration 14Q: 3 clusters Score -2707701 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2707759.250000 Penalty: 4942.946289
	Iteration 15Q: 3 clusters Score -2707759 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2707834.250000 Penalty: 4942.946289
	Iteration 16Q: 3 clusters Score -2707834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2707887.250000 Penalty: 4942.946289
	Iteration 17Q: 3 clusters Score -2707887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2707925.750000 Penalty: 4942.946289
	Iteration 18Q: 3 clusters Score -2707926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2707963.500000 Penalty: 4942.946289
	Iteration 19Q: 3 clusters Score -2707964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2707995.250000 Penalty: 4942.946289
	Iteration 20F: 3 clusters Score -2707995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2708031.500000 Penalty: 4942.946289
	Iteration 21Q: 3 clusters Score -2708032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2708062.500000 Penalty: 4942.946289
	Iteration 22Q: 3 clusters Score -2708062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2708080.750000 Penalty: 4942.946289
	Iteration 23Q: 3 clusters Score -2708081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2708100.750000 Penalty: 4942.946289
	Iteration 24Q: 3 clusters Score -2708101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2708114.250000 Penalty: 4942.946289
	Iteration 25Q: 3 clusters Score -2708114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2708130.750000 Penalty: 4942.946289
	Iteration 26Q: 3 clusters Score -2708131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2708157.500000 Penalty: 4942.946289
	Iteration 27Q: 3 clusters Score -2708158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2708165.750000 Penalty: 4942.946289
	Iteration 28Q: 3 clusters Score -2708166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2708174.000000 Penalty: 4942.946289
	Iteration 29Q: 3 clusters Score -2708174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2708185.000000 Penalty: 4942.946289
	Iteration 30Q: 3 clusters Score -2708185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2708185.500000 Penalty: 4942.946289
	Iteration 31Q: 3 clusters Score -2708186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2708188.500000 Penalty: 4942.946289
	Iteration 32Q: 3 clusters Score -2708188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2708190.000000 Penalty: 4942.946289
	Iteration 33Q: 3 clusters Score -2708190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2708189.750000 Penalty: 4942.946289
	Iteration 34Q: 3 clusters Score -2708190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2708196.750000 Penalty: 4942.946289
	Iteration 35Q: 3 clusters Score -2708197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2708195.000000 Penalty: 4942.946289
	Iteration 36Q: 3 clusters Score -2708195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2708197.000000 Penalty: 4942.946289
	Iteration 37Q: 3 clusters Score -2708197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2708198.250000 Penalty: 4942.946289
	Iteration 38Q: 3 clusters Score -2708198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2708196.250000 Penalty: 4942.946289
	Iteration 39Q: 3 clusters Score -2708196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2708194.000000 Penalty: 4942.946289
	Iteration 40F: 3 clusters Score -2708194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2708193.750000 Penalty: 4942.946289
	Iteration 41Q: 3 clusters Score -2708194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2708198.500000 Penalty: 4942.946289
	Iteration 42Q: 3 clusters Score -2708198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2708198.000000 Penalty: 4942.946289
	Iteration 43Q: 3 clusters Score -2708198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2708202.750000 Penalty: 4942.946289
	Iteration 44Q: 3 clusters Score -2708203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2708205.000000 Penalty: 4942.946289
	Iteration 45Q: 3 clusters Score -2708205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2708212.750000 Penalty: 4942.946289
	Iteration 46Q: 3 clusters Score -2708213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2708214.500000 Penalty: 4942.946289
	Iteration 47Q: 3 clusters Score -2708214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2708213.750000 Penalty: 4942.946289
	Iteration 48Q: 3 clusters Score -2708214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2708211.250000 Penalty: 4942.946289
	Iteration 49Q: 3 clusters Score -2708211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2708211.250000 Penalty: 4942.946289
	Iteration 50Q: 3 clusters Score -2708211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2708214.000000 Penalty: 4942.946289
	Iteration 51Q: 3 clusters Score -2708214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2708220.000000 Penalty: 4942.946289
	Iteration 52Q: 3 clusters Score -2708220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2708219.250000 Penalty: 4942.946289
	Iteration 53Q: 3 clusters Score -2708219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2708220.500000 Penalty: 4942.946289
	Iteration 54Q: 3 clusters Score -2708220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2708218.500000 Penalty: 4942.946289
	Iteration 55Q: 3 clusters Score -2708218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2708222.500000 Penalty: 4942.946289
	Iteration 56Q: 3 clusters Score -2708222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2708223.000000 Penalty: 4942.946289
	Iteration 57Q: 3 clusters Score -2708223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2708227.000000 Penalty: 4942.946289
	Iteration 58Q: 3 clusters Score -2708227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2708227.000000 Penalty: 4942.946289
	Iteration 59F: 3 clusters Score -2708227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (80608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Entering Unmasked Estep 
Score: -9842083.000000 Penalty: 2801.743408
	Iteration 0F: 2 clusters Score -9842083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9788147.000000 Penalty: 5603.486816
	Iteration 0F: 3 clusters Score -9788147 nChanged 37984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -9809471.000000 Penalty: 5603.486816
	Iteration 1F: 3 clusters Score -9809471 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9809931.000000 Penalty: 5603.486816
	Iteration 2Q: 3 clusters Score -9809931 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -9810527.000000 Penalty: 5603.486816
	Iteration 3Q: 3 clusters Score -9810527 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -9811246.000000 Penalty: 5603.486816
	Iteration 4Q: 3 clusters Score -9811246 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -9812337.000000 Penalty: 5603.486816
	Iteration 5Q: 3 clusters Score -9812337 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -9814105.000000 Penalty: 5603.486816
	Iteration 6Q: 3 clusters Score -9814105 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -9816968.000000 Penalty: 5603.486816
	Iteration 7F: 3 clusters Score -9816968 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -9821531.000000 Penalty: 5603.486816
	Iteration 8F: 3 clusters Score -9821531 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -9827492.000000 Penalty: 5603.486816
	Iteration 9F: 3 clusters Score -9827492 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -9833282.000000 Penalty: 5603.486816
	Iteration 10F: 3 clusters Score -9833282 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9836991.000000 Penalty: 5603.486816
	Iteration 11Q: 3 clusters Score -9836991 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9838633.000000 Penalty: 5603.486816
	Iteration 12Q: 3 clusters Score -9838633 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9839160.000000 Penalty: 5603.486816
	Iteration 13Q: 3 clusters Score -9839160 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9839300.000000 Penalty: 5603.486816
	Iteration 14Q: 3 clusters Score -9839300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9839395.000000 Penalty: 5603.486816
	Iteration 15Q: 3 clusters Score -9839395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9839456.000000 Penalty: 5603.486816
	Iteration 16Q: 3 clusters Score -9839456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9839480.000000 Penalty: 5603.486816
	Iteration 17Q: 3 clusters Score -9839480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9839505.000000 Penalty: 5603.486816
	Iteration 18Q: 3 clusters Score -9839505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9839513.000000 Penalty: 5603.486816
	Iteration 19Q: 3 clusters Score -9839513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9839514.000000 Penalty: 5603.486816
	Iteration 20F: 3 clusters Score -9839514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9839532.000000 Penalty: 5603.486816
	Iteration 21Q: 3 clusters Score -9839532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9839536.000000 Penalty: 5603.486816
	Iteration 22Q: 3 clusters Score -9839536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9839548.000000 Penalty: 5603.486816
	Iteration 23Q: 3 clusters Score -9839548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9839564.000000 Penalty: 5603.486816
	Iteration 24Q: 3 clusters Score -9839564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9839569.000000 Penalty: 5603.486816
	Iteration 25Q: 3 clusters Score -9839569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9839566.000000 Penalty: 5603.486816
	Iteration 26Q: 3 clusters Score -9839566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839568.000000 Penalty: 5603.486816
	Iteration 27Q: 3 clusters Score -9839568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9839571.000000 Penalty: 5603.486816
	Iteration 28Q: 3 clusters Score -9839571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839575.000000 Penalty: 5603.486816
	Iteration 29Q: 3 clusters Score -9839575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839579.000000 Penalty: 5603.486816
	Iteration 30Q: 3 clusters Score -9839579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9839586.000000 Penalty: 5603.486816
	Iteration 31Q: 3 clusters Score -9839586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839581.000000 Penalty: 5603.486816
	Iteration 32Q: 3 clusters Score -9839581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839581.000000 Penalty: 5603.486816
	Iteration 33F: 3 clusters Score -9839581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -412119.968750 Penalty: 2010.789185
	Iteration 0F: 2 clusters Score -412120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -408653.281250 Penalty: 4021.578369
	Iteration 0F: 3 clusters Score -408653.3 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -409332.250000 Penalty: 4021.578369
	Iteration 1F: 3 clusters Score -409332.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -409484.156250 Penalty: 4021.578369
	Iteration 2F: 3 clusters Score -409484.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -409588.468750 Penalty: 4021.578369
	Iteration 3Q: 3 clusters Score -409588.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -409662.843750 Penalty: 4021.578369
	Iteration 4Q: 3 clusters Score -409662.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -409720.812500 Penalty: 4021.578369
	Iteration 5Q: 3 clusters Score -409720.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -409768.468750 Penalty: 4021.578369
	Iteration 6Q: 3 clusters Score -409768.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -409808.218750 Penalty: 4021.578369
	Iteration 7Q: 3 clusters Score -409808.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -409834.031250 Penalty: 4021.578369
	Iteration 8Q: 3 clusters Score -409834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -409860.625000 Penalty: 4021.578369
	Iteration 9Q: 3 clusters Score -409860.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -409883.375000 Penalty: 4021.578369
	Iteration 10Q: 3 clusters Score -409883.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -409904.500000 Penalty: 4021.578369
	Iteration 11Q: 3 clusters Score -409904.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -409916.062500 Penalty: 4021.578369
	Iteration 12Q: 3 clusters Score -409916.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409924.718750 Penalty: 4021.578369
	Iteration 13Q: 3 clusters Score -409924.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -409931.125000 Penalty: 4021.578369
	Iteration 14Q: 3 clusters Score -409931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -409935.125000 Penalty: 4021.578369
	Iteration 15Q: 3 clusters Score -409935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -409941.218750 Penalty: 4021.578369
	Iteration 16Q: 3 clusters Score -409941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -409945.187500 Penalty: 4021.578369
	Iteration 17Q: 3 clusters Score -409945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -409948.656250 Penalty: 4021.578369
	Iteration 18Q: 3 clusters Score -409948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -409951.656250 Penalty: 4021.578369
	Iteration 19Q: 3 clusters Score -409951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -409957.812500 Penalty: 4021.578369
	Iteration 20F: 3 clusters Score -409957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -409967.000000 Penalty: 4021.578369
	Iteration 21Q: 3 clusters Score -409967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -409976.375000 Penalty: 4021.578369
	Iteration 22Q: 3 clusters Score -409976.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -409986.187500 Penalty: 4021.578369
	Iteration 23Q: 3 clusters Score -409986.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -409996.031250 Penalty: 4021.578369
	Iteration 24Q: 3 clusters Score -409996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -410005.093750 Penalty: 4021.578369
	Iteration 25Q: 3 clusters Score -410005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -410009.968750 Penalty: 4021.578369
	Iteration 26Q: 3 clusters Score -410010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -410016.218750 Penalty: 4021.578369
	Iteration 27Q: 3 clusters Score -410016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -410021.593750 Penalty: 4021.578369
	Iteration 28Q: 3 clusters Score -410021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -410025.375000 Penalty: 4021.578369
	Iteration 29Q: 3 clusters Score -410025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -410030.468750 Penalty: 4021.578369
	Iteration 30Q: 3 clusters Score -410030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -410035.812500 Penalty: 4021.578369
	Iteration 31Q: 3 clusters Score -410035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -410044.781250 Penalty: 4021.578369
	Iteration 32Q: 3 clusters Score -410044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -410053.937500 Penalty: 4021.578369
	Iteration 33Q: 3 clusters Score -410053.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -410061.062500 Penalty: 4021.578369
	Iteration 34Q: 3 clusters Score -410061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -410069.625000 Penalty: 4021.578369
	Iteration 35Q: 3 clusters Score -410069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -410076.656250 Penalty: 4021.578369
	Iteration 36Q: 3 clusters Score -410076.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -410087.343750 Penalty: 4021.578369
	Iteration 37Q: 3 clusters Score -410087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -410093.468750 Penalty: 4021.578369
	Iteration 38Q: 3 clusters Score -410093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -410099.312500 Penalty: 4021.578369
	Iteration 39Q: 3 clusters Score -410099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -410102.937500 Penalty: 4021.578369
	Iteration 40F: 3 clusters Score -410102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -410106.250000 Penalty: 4021.578369
	Iteration 41Q: 3 clusters Score -410106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -410109.250000 Penalty: 4021.578369
	Iteration 42Q: 3 clusters Score -410109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -410111.531250 Penalty: 4021.578369
	Iteration 43Q: 3 clusters Score -410111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -410114.812500 Penalty: 4021.578369
	Iteration 44Q: 3 clusters Score -410114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -410119.406250 Penalty: 4021.578369
	Iteration 45Q: 3 clusters Score -410119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -410125.312500 Penalty: 4021.578369
	Iteration 46Q: 3 clusters Score -410125.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -410128.906250 Penalty: 4021.578369
	Iteration 47Q: 3 clusters Score -410128.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -410134.000000 Penalty: 4021.578369
	Iteration 48Q: 3 clusters Score -410134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -410141.593750 Penalty: 4021.578369
	Iteration 49Q: 3 clusters Score -410141.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -410150.406250 Penalty: 4021.578369
	Iteration 50Q: 3 clusters Score -410150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -410154.781250 Penalty: 4021.578369
	Iteration 51Q: 3 clusters Score -410154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -410160.312500 Penalty: 4021.578369
	Iteration 52Q: 3 clusters Score -410160.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -410171.156250 Penalty: 4021.578369
	Iteration 53Q: 3 clusters Score -410171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -410177.031250 Penalty: 4021.578369
	Iteration 54Q: 3 clusters Score -410177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -410180.406250 Penalty: 4021.578369
	Iteration 55Q: 3 clusters Score -410180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -410184.593750 Penalty: 4021.578369
	Iteration 56Q: 3 clusters Score -410184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -410186.437500 Penalty: 4021.578369
	Iteration 57Q: 3 clusters Score -410186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -410186.343750 Penalty: 4021.578369
	Iteration 58Q: 3 clusters Score -410186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -410186.343750 Penalty: 4021.578369
	Iteration 59F: 3 clusters Score -410186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -127271.539062 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -127271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125303.101562 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -125303.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125754.031250 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -125754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125895.007812 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -125895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126002.429688 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -126002.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126092.781250 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -126092.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126197.273438 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -126197.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126253.882812 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -126253.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126304.531250 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -126304.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126356.789062 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -126356.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126423.851562 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -126423.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126512.679688 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -126512.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -126648.640625 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -126648.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126760.648438 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -126760.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126784.218750 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -126784.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126808.132812 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -126808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126824.914062 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -126824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126856.328125 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -126856.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126879.343750 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -126879.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126916.773438 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -126916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126936.757812 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -126936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126949.429688 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -126949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126972.093750 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -126972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126992.156250 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -126992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127007.593750 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -127007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127010.289062 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -127010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127015.523438 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -127015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -127019.664062 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -127019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127026.476562 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -127026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127030.968750 Penalty: 3490.365723
	Iteration 28Q: 3 clusters Score -127031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127035.984375 Penalty: 3490.365723
	Iteration 29Q: 3 clusters Score -127036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127045.132812 Penalty: 3490.365723
	Iteration 30Q: 3 clusters Score -127045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127046.820312 Penalty: 3490.365723
	Iteration 31Q: 3 clusters Score -127046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127049.679688 Penalty: 3490.365723
	Iteration 32Q: 3 clusters Score -127049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127049.679688 Penalty: 3490.365723
	Iteration 33F: 3 clusters Score -127049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16926.568359 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -16926.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17112.878906 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17112.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17227.660156 Penalty: 2615.407959
	Iteration 2F: 3 clusters Score -17227.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17269.103516 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17276.199219 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17292.056641 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -17292.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17296.019531 Penalty: 2615.407959
	Iteration 6Q: 3 clusters Score -17296.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17296.019531 Penalty: 2615.407959
	Iteration 7F: 3 clusters Score -17296.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Entering Unmasked Estep 
Score: -19906236.000000 Penalty: 2968.786621
	Iteration 0F: 2 clusters Score -1.990624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -19803446.000000 Penalty: 5937.573242
	Iteration 0F: 3 clusters Score -1.980345e+07 nChanged 75690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -19847406.000000 Penalty: 5937.573242
	Iteration 1F: 3 clusters Score -1.984741e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -19848814.000000 Penalty: 5937.573242
	Iteration 2Q: 3 clusters Score -1.984881e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -19850732.000000 Penalty: 5937.573242
	Iteration 3Q: 3 clusters Score -1.985073e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -19853560.000000 Penalty: 5937.573242
	Iteration 4Q: 3 clusters Score -1.985356e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -19858464.000000 Penalty: 5937.573242
	Iteration 5Q: 3 clusters Score -1.985846e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -19865524.000000 Penalty: 5937.573242
	Iteration 6F: 3 clusters Score -1.986552e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -19874386.000000 Penalty: 5937.573242
	Iteration 7F: 3 clusters Score -1.987439e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -19881644.000000 Penalty: 5937.573242
	Iteration 8F: 3 clusters Score -1.988164e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -19885592.000000 Penalty: 5937.573242
	Iteration 9F: 3 clusters Score -1.988559e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -19886854.000000 Penalty: 5937.573242
	Iteration 10Q: 3 clusters Score -1.988685e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -19887498.000000 Penalty: 5937.573242
	Iteration 11Q: 3 clusters Score -1.98875e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -19888058.000000 Penalty: 5937.573242
	Iteration 12Q: 3 clusters Score -1.988806e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -19888450.000000 Penalty: 5937.573242
	Iteration 13Q: 3 clusters Score -1.988845e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -19888866.000000 Penalty: 5937.573242
	Iteration 14Q: 3 clusters Score -1.988887e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -19889250.000000 Penalty: 5937.573242
	Iteration 15Q: 3 clusters Score -1.988925e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -19889796.000000 Penalty: 5937.573242
	Iteration 16Q: 3 clusters Score -1.98898e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114349 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -19890274.000000 Penalty: 5937.573242
	Iteration 17Q: 3 clusters Score -1.989027e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -19890698.000000 Penalty: 5937.573242
	Iteration 18Q: 3 clusters Score -1.98907e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -19891150.000000 Penalty: 5937.573242
	Iteration 19Q: 3 clusters Score -1.989115e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119881 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -19891682.000000 Penalty: 5937.573242
	Iteration 20F: 3 clusters Score -1.989168e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121821 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -19892304.000000 Penalty: 5937.573242
	Iteration 21Q: 3 clusters Score -1.98923e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -19892934.000000 Penalty: 5937.573242
	Iteration 22Q: 3 clusters Score -1.989293e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -19893488.000000 Penalty: 5937.573242
	Iteration 23Q: 3 clusters Score -1.989349e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127900 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -19894186.000000 Penalty: 5937.573242
	Iteration 24Q: 3 clusters Score -1.989419e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -19894894.000000 Penalty: 5937.573242
	Iteration 25Q: 3 clusters Score -1.989489e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -19895686.000000 Penalty: 5937.573242
	Iteration 26Q: 3 clusters Score -1.989569e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -19896636.000000 Penalty: 5937.573242
	Iteration 27Q: 3 clusters Score -1.989664e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -19897668.000000 Penalty: 5937.573242
	Iteration 28Q: 3 clusters Score -1.989767e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -19898744.000000 Penalty: 5937.573242
	Iteration 29Q: 3 clusters Score -1.989874e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -19899776.000000 Penalty: 5937.573242
	Iteration 30Q: 3 clusters Score -1.989978e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -19900776.000000 Penalty: 5937.573242
	Iteration 31Q: 3 clusters Score -1.990078e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -19901626.000000 Penalty: 5937.573242
	Iteration 32Q: 3 clusters Score -1.990163e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -19902284.000000 Penalty: 5937.573242
	Iteration 33Q: 3 clusters Score -1.990228e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -19902714.000000 Penalty: 5937.573242
	Iteration 34Q: 3 clusters Score -1.990271e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -19903066.000000 Penalty: 5937.573242
	Iteration 35Q: 3 clusters Score -1.990307e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -19903374.000000 Penalty: 5937.573242
	Iteration 36Q: 3 clusters Score -1.990337e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -19903554.000000 Penalty: 5937.573242
	Iteration 37Q: 3 clusters Score -1.990355e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -19903744.000000 Penalty: 5937.573242
	Iteration 38Q: 3 clusters Score -1.990374e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154622 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -19903846.000000 Penalty: 5937.573242
	Iteration 39Q: 3 clusters Score -1.990385e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -19903916.000000 Penalty: 5937.573242
	Iteration 40F: 3 clusters Score -1.990392e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19904006.000000 Penalty: 5937.573242
	Iteration 41Q: 3 clusters Score -1.990401e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -19904052.000000 Penalty: 5937.573242
	Iteration 42Q: 3 clusters Score -1.990405e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19904068.000000 Penalty: 5937.573242
	Iteration 43Q: 3 clusters Score -1.990407e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156075 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19904050.000000 Penalty: 5937.573242
	Iteration 44Q: 3 clusters Score -1.990405e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -19904050.000000 Penalty: 5937.573242
	Iteration 45Q: 3 clusters Score -1.990405e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19904106.000000 Penalty: 5937.573242
	Iteration 46Q: 3 clusters Score -1.990411e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19904100.000000 Penalty: 5937.573242
	Iteration 47Q: 3 clusters Score -1.99041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156501 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19904100.000000 Penalty: 5937.573242
	Iteration 48Q: 3 clusters Score -1.99041e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156555 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19904100.000000 Penalty: 5937.573242
	Iteration 49Q: 3 clusters Score -1.99041e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156598 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19904156.000000 Penalty: 5937.573242
	Iteration 50Q: 3 clusters Score -1.990416e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19904150.000000 Penalty: 5937.573242
	Iteration 51Q: 3 clusters Score -1.990415e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156680 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19904146.000000 Penalty: 5937.573242
	Iteration 52Q: 3 clusters Score -1.990415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19904160.000000 Penalty: 5937.573242
	Iteration 53Q: 3 clusters Score -1.990416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156756 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19904180.000000 Penalty: 5937.573242
	Iteration 54Q: 3 clusters Score -1.990418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156782 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19904168.000000 Penalty: 5937.573242
	Iteration 55Q: 3 clusters Score -1.990417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19904170.000000 Penalty: 5937.573242
	Iteration 56Q: 3 clusters Score -1.990417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -19904176.000000 Penalty: 5937.573242
	Iteration 57Q: 3 clusters Score -1.990418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19904190.000000 Penalty: 5937.573242
	Iteration 58Q: 3 clusters Score -1.990419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19904186.000000 Penalty: 5937.573242
	Iteration 59Q: 3 clusters Score -1.990419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -19904180.000000 Penalty: 5937.573242
	Iteration 60F: 3 clusters Score -1.990418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19904176.000000 Penalty: 5937.573242
	Iteration 61Q: 3 clusters Score -1.990418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156858 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19904188.000000 Penalty: 5937.573242
	Iteration 62Q: 3 clusters Score -1.990419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -19904186.000000 Penalty: 5937.573242
	Iteration 63Q: 3 clusters Score -1.990419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19904190.000000 Penalty: 5937.573242
	Iteration 64Q: 3 clusters Score -1.990419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19904194.000000 Penalty: 5937.573242
	Iteration 65Q: 3 clusters Score -1.990419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19904178.000000 Penalty: 5937.573242
	Iteration 66Q: 3 clusters Score -1.990418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156908 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19904176.000000 Penalty: 5937.573242
	Iteration 67Q: 3 clusters Score -1.990418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -19904180.000000 Penalty: 5937.573242
	Iteration 68Q: 3 clusters Score -1.990418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19904178.000000 Penalty: 5937.573242
	Iteration 69Q: 3 clusters Score -1.990418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19904182.000000 Penalty: 5937.573242
	Iteration 70Q: 3 clusters Score -1.990418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19904192.000000 Penalty: 5937.573242
	Iteration 71Q: 3 clusters Score -1.990419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19904194.000000 Penalty: 5937.573242
	Iteration 72Q: 3 clusters Score -1.990419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19904186.000000 Penalty: 5937.573242
	Iteration 73Q: 3 clusters Score -1.990419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19904186.000000 Penalty: 5937.573242
	Iteration 74Q: 3 clusters Score -1.990419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19904188.000000 Penalty: 5937.573242
	Iteration 75Q: 3 clusters Score -1.990419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19904188.000000 Penalty: 5937.573242
	Iteration 76F: 3 clusters Score -1.990419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83992.523438 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -83992.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82254.617188 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -82254.62 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82786.976562 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -82786.98 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83316.898438 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -83316.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -84193.671875 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -84193.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84844.101562 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -84844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85073.320312 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -85073.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85143.687500 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -85143.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85156.406250 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -85156.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -85158.679688 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -85158.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -85158.679688 Penalty: 3331.430908
	Iteration 9F: 3 clusters Score -85158.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173285 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 21282 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158089 members 
Mstep: Class 9 contains 271 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 53689 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 194042 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156993 members 
Entering Unmasked Estep 
Score: -105739064.000000 Penalty: 71147.250000
Splitting cluster 9 changes total score from -105739792.000000 to -105739064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 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 274 members 
Entering Unmasked Estep 
Score: -65571.703125 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65571.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65739.671875 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65739.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65825.593750 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65825.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65850.750000 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65850.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65865.375000 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65865.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65906.617188 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65906.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65918.757812 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65918.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65922.835938 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -65922.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65926.492188 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -65926.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65928.859375 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -65928.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65928.859375 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -65928.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Entering Unmasked Estep 
Score: -6822318.000000 Penalty: 2700.958984
	Iteration 0F: 2 clusters Score -6822318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6786225.500000 Penalty: 5401.917969
	Iteration 0F: 3 clusters Score -6786226 nChanged 24845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -6800171.500000 Penalty: 5401.917969
	Iteration 1F: 3 clusters Score -6800172 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -6800913.500000 Penalty: 5401.917969
	Iteration 2Q: 3 clusters Score -6800914 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -6801801.000000 Penalty: 5401.917969
	Iteration 3Q: 3 clusters Score -6801801 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -6802940.000000 Penalty: 5401.917969
	Iteration 4Q: 3 clusters Score -6802940 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -6804516.000000 Penalty: 5401.917969
	Iteration 5Q: 3 clusters Score -6804516 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -6806532.500000 Penalty: 5401.917969
	Iteration 6F: 3 clusters Score -6806532 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -6808765.500000 Penalty: 5401.917969
	Iteration 7F: 3 clusters Score -6808766 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -6811053.500000 Penalty: 5401.917969
	Iteration 8F: 3 clusters Score -6811054 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -6812963.000000 Penalty: 5401.917969
	Iteration 9F: 3 clusters Score -6812963 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -6814358.500000 Penalty: 5401.917969
	Iteration 10Q: 3 clusters Score -6814358 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -6815266.000000 Penalty: 5401.917969
	Iteration 11Q: 3 clusters Score -6815266 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6815785.000000 Penalty: 5401.917969
	Iteration 12Q: 3 clusters Score -6815785 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -6816232.500000 Penalty: 5401.917969
	Iteration 13Q: 3 clusters Score -6816232 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -6816650.500000 Penalty: 5401.917969
	Iteration 14Q: 3 clusters Score -6816650 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6816954.500000 Penalty: 5401.917969
	Iteration 15Q: 3 clusters Score -6816954 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -6817325.000000 Penalty: 5401.917969
	Iteration 16Q: 3 clusters Score -6817325 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -6817704.000000 Penalty: 5401.917969
	Iteration 17Q: 3 clusters Score -6817704 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -6818006.000000 Penalty: 5401.917969
	Iteration 18Q: 3 clusters Score -6818006 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -6818316.000000 Penalty: 5401.917969
	Iteration 19Q: 3 clusters Score -6818316 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -6818583.000000 Penalty: 5401.917969
	Iteration 20F: 3 clusters Score -6818583 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -6818837.500000 Penalty: 5401.917969
	Iteration 21Q: 3 clusters Score -6818838 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6819033.500000 Penalty: 5401.917969
	Iteration 22Q: 3 clusters Score -6819034 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -6819176.500000 Penalty: 5401.917969
	Iteration 23Q: 3 clusters Score -6819176 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6819326.500000 Penalty: 5401.917969
	Iteration 24Q: 3 clusters Score -6819326 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -6819464.500000 Penalty: 5401.917969
	Iteration 25Q: 3 clusters Score -6819464 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6819592.000000 Penalty: 5401.917969
	Iteration 26Q: 3 clusters Score -6819592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6819684.500000 Penalty: 5401.917969
	Iteration 27Q: 3 clusters Score -6819684 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6819794.500000 Penalty: 5401.917969
	Iteration 28Q: 3 clusters Score -6819794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -6819867.500000 Penalty: 5401.917969
	Iteration 29Q: 3 clusters Score -6819868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -6819905.000000 Penalty: 5401.917969
	Iteration 30Q: 3 clusters Score -6819905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6819979.500000 Penalty: 5401.917969
	Iteration 31Q: 3 clusters Score -6819980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6820016.500000 Penalty: 5401.917969
	Iteration 32Q: 3 clusters Score -6820016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -6820048.500000 Penalty: 5401.917969
	Iteration 33Q: 3 clusters Score -6820048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -6820076.500000 Penalty: 5401.917969
	Iteration 34Q: 3 clusters Score -6820076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6820098.000000 Penalty: 5401.917969
	Iteration 35Q: 3 clusters Score -6820098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -6820141.500000 Penalty: 5401.917969
	Iteration 36Q: 3 clusters Score -6820142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -6820164.000000 Penalty: 5401.917969
	Iteration 37Q: 3 clusters Score -6820164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -6820183.500000 Penalty: 5401.917969
	Iteration 38Q: 3 clusters Score -6820184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -6820195.500000 Penalty: 5401.917969
	Iteration 39Q: 3 clusters Score -6820196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -6820221.000000 Penalty: 5401.917969
	Iteration 40F: 3 clusters Score -6820221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -6820235.000000 Penalty: 5401.917969
	Iteration 41Q: 3 clusters Score -6820235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -6820240.500000 Penalty: 5401.917969
	Iteration 42Q: 3 clusters Score -6820240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -6820251.500000 Penalty: 5401.917969
	Iteration 43Q: 3 clusters Score -6820252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6820272.500000 Penalty: 5401.917969
	Iteration 44Q: 3 clusters Score -6820272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -6820262.500000 Penalty: 5401.917969
	Iteration 45Q: 3 clusters Score -6820262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -6820277.000000 Penalty: 5401.917969
	Iteration 46Q: 3 clusters Score -6820277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6820286.000000 Penalty: 5401.917969
	Iteration 47Q: 3 clusters Score -6820286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -6820310.000000 Penalty: 5401.917969
	Iteration 48Q: 3 clusters Score -6820310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6820326.000000 Penalty: 5401.917969
	Iteration 49Q: 3 clusters Score -6820326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -6820339.500000 Penalty: 5401.917969
	Iteration 50Q: 3 clusters Score -6820340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -6820360.000000 Penalty: 5401.917969
	Iteration 51Q: 3 clusters Score -6820360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -6820377.500000 Penalty: 5401.917969
	Iteration 52Q: 3 clusters Score -6820378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -6820389.500000 Penalty: 5401.917969
	Iteration 53Q: 3 clusters Score -6820390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6820408.500000 Penalty: 5401.917969
	Iteration 54Q: 3 clusters Score -6820408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6820408.000000 Penalty: 5401.917969
	Iteration 55Q: 3 clusters Score -6820408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6820422.000000 Penalty: 5401.917969
	Iteration 56Q: 3 clusters Score -6820422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -6820427.500000 Penalty: 5401.917969
	Iteration 57Q: 3 clusters Score -6820428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6820433.500000 Penalty: 5401.917969
	Iteration 58Q: 3 clusters Score -6820434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -6820436.000000 Penalty: 5401.917969
	Iteration 59Q: 3 clusters Score -6820436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6820455.000000 Penalty: 5401.917969
	Iteration 60F: 3 clusters Score -6820455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -6820466.500000 Penalty: 5401.917969
	Iteration 61Q: 3 clusters Score -6820466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -6820487.500000 Penalty: 5401.917969
	Iteration 62Q: 3 clusters Score -6820488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6820502.500000 Penalty: 5401.917969
	Iteration 63Q: 3 clusters Score -6820502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -6820519.000000 Penalty: 5401.917969
	Iteration 64Q: 3 clusters Score -6820519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -6820537.000000 Penalty: 5401.917969
	Iteration 65Q: 3 clusters Score -6820537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6820548.000000 Penalty: 5401.917969
	Iteration 66Q: 3 clusters Score -6820548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -6820570.500000 Penalty: 5401.917969
	Iteration 67Q: 3 clusters Score -6820570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -6820581.500000 Penalty: 5401.917969
	Iteration 68Q: 3 clusters Score -6820582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -6820579.000000 Penalty: 5401.917969
	Iteration 69Q: 3 clusters Score -6820579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6820592.500000 Penalty: 5401.917969
	Iteration 70Q: 3 clusters Score -6820592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -6820597.500000 Penalty: 5401.917969
	Iteration 71Q: 3 clusters Score -6820598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -6820599.500000 Penalty: 5401.917969
	Iteration 72Q: 3 clusters Score -6820600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6820615.500000 Penalty: 5401.917969
	Iteration 73Q: 3 clusters Score -6820616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6820626 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6820637 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 990 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6820650 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6820654 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6820664 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 981 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6820660 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6820676 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 981 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6820668 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6820677 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6820672 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6820682 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6820686 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6820697 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6820704 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6820704 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6820707 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6820704 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -6820722.500000 Penalty: 5401.917969
	Iteration 91Q: 3 clusters Score -6820722 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6820722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6820732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6820738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6820753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6820755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -6820779.000000 Penalty: 5401.917969
	Iteration 97Q: 3 clusters Score -6820779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6820777 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6820780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -6820787.000000 Penalty: 5401.917969
	Iteration 100F: 3 clusters Score -6820787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6820800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6820809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -6820814.000000 Penalty: 5401.917969
	Iteration 103Q: 3 clusters Score -6820814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -6820819.000000 Penalty: 5401.917969
	Iteration 104Q: 3 clusters Score -6820819 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -6820830.000000 Penalty: 5401.917969
	Iteration 105Q: 3 clusters Score -6820830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -6820836.000000 Penalty: 5401.917969
	Iteration 106Q: 3 clusters Score -6820836 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -6820834.000000 Penalty: 5401.917969
	Iteration 107Q: 3 clusters Score -6820834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6820847.000000 Penalty: 5401.917969
	Iteration 108Q: 3 clusters Score -6820847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -6820854.000000 Penalty: 5401.917969
	Iteration 109Q: 3 clusters Score -6820854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -6820856.500000 Penalty: 5401.917969
	Iteration 110Q: 3 clusters Score -6820856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6820857.500000 Penalty: 5401.917969
	Iteration 111Q: 3 clusters Score -6820858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6820856.000000 Penalty: 5401.917969
	Iteration 112Q: 3 clusters Score -6820856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -6820863.000000 Penalty: 5401.917969
	Iteration 113Q: 3 clusters Score -6820863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -6820858.500000 Penalty: 5401.917969
	Iteration 114Q: 3 clusters Score -6820858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -6820862.000000 Penalty: 5401.917969
	Iteration 115Q: 3 clusters Score -6820862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -6820869.500000 Penalty: 5401.917969
	Iteration 116Q: 3 clusters Score -6820870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -6820863.000000 Penalty: 5401.917969
	Iteration 117Q: 3 clusters Score -6820863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -6820864.500000 Penalty: 5401.917969
	Iteration 118Q: 3 clusters Score -6820864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -6820865.500000 Penalty: 5401.917969
	Iteration 119Q: 3 clusters Score -6820866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -6820865.500000 Penalty: 5401.917969
	Iteration 120F: 3 clusters Score -6820866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6820870.500000 Penalty: 5401.917969
	Iteration 121Q: 3 clusters Score -6820870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -6820870.000000 Penalty: 5401.917969
	Iteration 122Q: 3 clusters Score -6820870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6820866.500000 Penalty: 5401.917969
	Iteration 123Q: 3 clusters Score -6820866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6820866.000000 Penalty: 5401.917969
	Iteration 124Q: 3 clusters Score -6820866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6820864.000000 Penalty: 5401.917969
	Iteration 125Q: 3 clusters Score -6820864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6820870.500000 Penalty: 5401.917969
	Iteration 126Q: 3 clusters Score -6820870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6820871.000000 Penalty: 5401.917969
	Iteration 127Q: 3 clusters Score -6820871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6820878.000000 Penalty: 5401.917969
	Iteration 128Q: 3 clusters Score -6820878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -6820875.000000 Penalty: 5401.917969
	Iteration 129Q: 3 clusters Score -6820875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6820882.000000 Penalty: 5401.917969
	Iteration 130Q: 3 clusters Score -6820882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -6820890.500000 Penalty: 5401.917969
	Iteration 131Q: 3 clusters Score -6820890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -6820892.000000 Penalty: 5401.917969
	Iteration 132Q: 3 clusters Score -6820892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -6820892.500000 Penalty: 5401.917969
	Iteration 133Q: 3 clusters Score -6820892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -6820905.000000 Penalty: 5401.917969
	Iteration 134Q: 3 clusters Score -6820905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -6820901.500000 Penalty: 5401.917969
	Iteration 135Q: 3 clusters Score -6820902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6820900.000000 Penalty: 5401.917969
	Iteration 136Q: 3 clusters Score -6820900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6820899.500000 Penalty: 5401.917969
	Iteration 137Q: 3 clusters Score -6820900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -6820897.500000 Penalty: 5401.917969
	Iteration 138Q: 3 clusters Score -6820898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -6820914.500000 Penalty: 5401.917969
	Iteration 139Q: 3 clusters Score -6820914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -6820909.000000 Penalty: 5401.917969
	Iteration 140F: 3 clusters Score -6820909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6820921.000000 Penalty: 5401.917969
	Iteration 141Q: 3 clusters Score -6820921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -6820933.000000 Penalty: 5401.917969
	Iteration 142Q: 3 clusters Score -6820933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -6820929.000000 Penalty: 5401.917969
	Iteration 143Q: 3 clusters Score -6820929 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -6820926.500000 Penalty: 5401.917969
	Iteration 144Q: 3 clusters Score -6820926 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6820928.500000 Penalty: 5401.917969
	Iteration 145Q: 3 clusters Score -6820928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -6820929.500000 Penalty: 5401.917969
	Iteration 146Q: 3 clusters Score -6820930 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6820930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6820932.000000 Penalty: 5401.917969
	Iteration 148Q: 3 clusters Score -6820932 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6820932 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6820932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -6820938.000000 Penalty: 5401.917969
	Iteration 151Q: 3 clusters Score -6820938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -6820933.500000 Penalty: 5401.917969
	Iteration 152Q: 3 clusters Score -6820934 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -6820931.000000 Penalty: 5401.917969
	Iteration 153Q: 3 clusters Score -6820931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -6820938.500000 Penalty: 5401.917969
	Iteration 154Q: 3 clusters Score -6820938 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -6820936.000000 Penalty: 5401.917969
	Iteration 155Q: 3 clusters Score -6820936 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1136 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6820943 nChanged 0
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Entering Unmasked Estep 
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	Iteration 157F: 3 clusters Score -6820943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71529.148438 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71529.15 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71711.328125 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71711.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -71776.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71801.867188 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71801.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71810.382812 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71810.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71813.148438 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71813.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71815.773438 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71815.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71820.000000 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -71820 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71822.632812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -71822.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71824.085938 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -71824.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71826.945312 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -71826.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71830.585938 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -71830.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71832.703125 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -71832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71832.703125 Penalty: 3177.812500
	Iteration 13F: 3 clusters Score -71832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 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 301 members 
Entering Unmasked Estep 
Score: -66348.148438 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66348.15 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66729.429688 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66729.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66935.007812 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66935.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67184.656250 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -67184.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67380.007812 Penalty: 3181.075684
	Iteration 4F: 3 clusters Score -67380.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67487.078125 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -67487.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67550.406250 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -67550.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67573.960938 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -67573.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67595.234375 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -67595.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67609.125000 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -67609.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67614.914062 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -67614.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67628.031250 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -67628.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67633.335938 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -67633.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67640.273438 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -67640.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67640.273438 Penalty: 3181.075684
	Iteration 14F: 3 clusters Score -67640.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 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 362 members 
Entering Unmasked Estep 
Score: -77686.125000 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77686.12 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77982.570312 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -77982.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78132.906250 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78132.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78259.914062 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -78259.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78286.765625 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78286.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78306.359375 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78306.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78333.679688 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78333.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78352.539062 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78352.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78365.875000 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78365.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78369.453125 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78369.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78374.960938 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78374.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78380.164062 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78380.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78385.843750 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -78385.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78396.890625 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -78396.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78425.570312 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -78425.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78451.882812 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -78451.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78469.796875 Penalty: 3258.462646
	Iteration 16Q: 3 clusters Score -78469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78480.671875 Penalty: 3258.462646
	Iteration 17Q: 3 clusters Score -78480.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78493.187500 Penalty: 3258.462646
	Iteration 18Q: 3 clusters Score -78493.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78502.117188 Penalty: 3258.462646
	Iteration 19Q: 3 clusters Score -78502.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78506.226562 Penalty: 3258.462646
	Iteration 20F: 3 clusters Score -78506.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78511.312500 Penalty: 3258.462646
	Iteration 21Q: 3 clusters Score -78511.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78521.125000 Penalty: 3258.462646
	Iteration 22Q: 3 clusters Score -78521.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78535.804688 Penalty: 3258.462646
	Iteration 23Q: 3 clusters Score -78535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78548.015625 Penalty: 3258.462646
	Iteration 24Q: 3 clusters Score -78548.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78551.273438 Penalty: 3258.462646
	Iteration 25Q: 3 clusters Score -78551.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78552.179688 Penalty: 3258.462646
	Iteration 26Q: 3 clusters Score -78552.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78552.179688 Penalty: 3258.462646
	Iteration 27F: 3 clusters Score -78552.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -198098.031250 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -198098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195729.828125 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -195729.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196102.703125 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -196102.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -196232.453125 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -196232.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -196312.640625 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -196312.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -196350.968750 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -196351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -196375.015625 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -196375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -196385.000000 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -196385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -196390.515625 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -196390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -196396.296875 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -196396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196398.453125 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -196398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -196401.203125 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -196401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196404.125000 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -196404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196407.671875 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -196407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -196411.843750 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -196411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -196417.234375 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -196417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -196419.312500 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -196419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196419.656250 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -196419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196420.921875 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -196420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196420.921875 Penalty: 3660.606934
	Iteration 18F: 3 clusters Score -196420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194042 members 
Entering Unmasked Estep 
Score: -24305446.000000 Penalty: 3019.605713
	Iteration 0F: 2 clusters Score -2.430545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -24181782.000000 Penalty: 6039.211426
	Iteration 0F: 3 clusters Score -2.418178e+07 nChanged 93242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -24236060.000000 Penalty: 6039.211426
	Iteration 1F: 3 clusters Score -2.423606e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -24237274.000000 Penalty: 6039.211426
	Iteration 2Q: 3 clusters Score -2.423727e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -24238850.000000 Penalty: 6039.211426
	Iteration 3Q: 3 clusters Score -2.423885e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -24241306.000000 Penalty: 6039.211426
	Iteration 4Q: 3 clusters Score -2.424131e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107111 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -24245110.000000 Penalty: 6039.211426
	Iteration 5Q: 3 clusters Score -2.424511e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112903 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -24251952.000000 Penalty: 6039.211426
	Iteration 6F: 3 clusters Score -2.425195e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120537 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -24263438.000000 Penalty: 6039.211426
	Iteration 7F: 3 clusters Score -2.426344e+07 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -24277988.000000 Penalty: 6039.211426
	Iteration 8F: 3 clusters Score -2.427799e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134825 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -24290970.000000 Penalty: 6039.211426
	Iteration 9F: 3 clusters Score -2.429097e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -24296752.000000 Penalty: 6039.211426
	Iteration 10Q: 3 clusters Score -2.429675e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -24299654.000000 Penalty: 6039.211426
	Iteration 11Q: 3 clusters Score -2.429965e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143625 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -24301714.000000 Penalty: 6039.211426
	Iteration 12Q: 3 clusters Score -2.430171e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -24303534.000000 Penalty: 6039.211426
	Iteration 13Q: 3 clusters Score -2.430353e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -24304780.000000 Penalty: 6039.211426
	Iteration 14Q: 3 clusters Score -2.430478e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149610 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -24305538.000000 Penalty: 6039.211426
	Iteration 15Q: 3 clusters Score -2.430554e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -24306328.000000 Penalty: 6039.211426
	Iteration 16Q: 3 clusters Score -2.430633e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -24306802.000000 Penalty: 6039.211426
	Iteration 17Q: 3 clusters Score -2.43068e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -24307140.000000 Penalty: 6039.211426
	Iteration 18Q: 3 clusters Score -2.430714e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -24307348.000000 Penalty: 6039.211426
	Iteration 19Q: 3 clusters Score -2.430735e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -24307596.000000 Penalty: 6039.211426
	Iteration 20F: 3 clusters Score -2.43076e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -24307732.000000 Penalty: 6039.211426
	Iteration 21Q: 3 clusters Score -2.430773e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -24307814.000000 Penalty: 6039.211426
	Iteration 22Q: 3 clusters Score -2.430781e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159209 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -24307730.000000 Penalty: 6039.211426
	Iteration 23Q: 3 clusters Score -2.430773e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -24307858.000000 Penalty: 6039.211426
	Iteration 24Q: 3 clusters Score -2.430786e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160813 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -24307944.000000 Penalty: 6039.211426
	Iteration 25Q: 3 clusters Score -2.430794e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -24307992.000000 Penalty: 6039.211426
	Iteration 26Q: 3 clusters Score -2.430799e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162187 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -24308094.000000 Penalty: 6039.211426
	Iteration 27Q: 3 clusters Score -2.430809e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162846 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -24308124.000000 Penalty: 6039.211426
	Iteration 28Q: 3 clusters Score -2.430812e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163496 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -24308102.000000 Penalty: 6039.211426
	Iteration 29Q: 3 clusters Score -2.43081e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -24308138.000000 Penalty: 6039.211426
	Iteration 30Q: 3 clusters Score -2.430814e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -24308146.000000 Penalty: 6039.211426
	Iteration 31Q: 3 clusters Score -2.430815e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -24308108.000000 Penalty: 6039.211426
	Iteration 32Q: 3 clusters Score -2.430811e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -24308124.000000 Penalty: 6039.211426
	Iteration 33Q: 3 clusters Score -2.430812e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166835 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -24308088.000000 Penalty: 6039.211426
	Iteration 34Q: 3 clusters Score -2.430809e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -24308004.000000 Penalty: 6039.211426
	Iteration 35Q: 3 clusters Score -2.4308e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -24308022.000000 Penalty: 6039.211426
	Iteration 36Q: 3 clusters Score -2.430802e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -24307960.000000 Penalty: 6039.211426
	Iteration 37Q: 3 clusters Score -2.430796e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169057 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -24307928.000000 Penalty: 6039.211426
	Iteration 38Q: 3 clusters Score -2.430793e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -24307980.000000 Penalty: 6039.211426
	Iteration 39Q: 3 clusters Score -2.430798e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169929 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -24307922.000000 Penalty: 6039.211426
	Iteration 40F: 3 clusters Score -2.430792e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -24307928.000000 Penalty: 6039.211426
	Iteration 41Q: 3 clusters Score -2.430793e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -24307902.000000 Penalty: 6039.211426
	Iteration 42Q: 3 clusters Score -2.43079e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171146 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -24307896.000000 Penalty: 6039.211426
	Iteration 43Q: 3 clusters Score -2.43079e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -24307982.000000 Penalty: 6039.211426
	Iteration 44Q: 3 clusters Score -2.430798e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -24307992.000000 Penalty: 6039.211426
	Iteration 45Q: 3 clusters Score -2.430799e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -24307972.000000 Penalty: 6039.211426
	Iteration 46Q: 3 clusters Score -2.430797e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172531 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -24307976.000000 Penalty: 6039.211426
	Iteration 47Q: 3 clusters Score -2.430798e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172858 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -24308028.000000 Penalty: 6039.211426
	Iteration 48Q: 3 clusters Score -2.430803e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -24308012.000000 Penalty: 6039.211426
	Iteration 49Q: 3 clusters Score -2.430801e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173438 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -24308030.000000 Penalty: 6039.211426
	Iteration 50Q: 3 clusters Score -2.430803e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173739 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -24307966.000000 Penalty: 6039.211426
	Iteration 51Q: 3 clusters Score -2.430797e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174024 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -24307970.000000 Penalty: 6039.211426
	Iteration 52Q: 3 clusters Score -2.430797e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -24307892.000000 Penalty: 6039.211426
	Iteration 53Q: 3 clusters Score -2.430789e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174526 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -24307888.000000 Penalty: 6039.211426
	Iteration 54Q: 3 clusters Score -2.430789e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -24307882.000000 Penalty: 6039.211426
	Iteration 55Q: 3 clusters Score -2.430788e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -24307836.000000 Penalty: 6039.211426
	Iteration 56Q: 3 clusters Score -2.430784e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -24307788.000000 Penalty: 6039.211426
	Iteration 57Q: 3 clusters Score -2.430779e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -24307834.000000 Penalty: 6039.211426
	Iteration 58Q: 3 clusters Score -2.430783e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -24307816.000000 Penalty: 6039.211426
	Iteration 59Q: 3 clusters Score -2.430782e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -24307826.000000 Penalty: 6039.211426
	Iteration 60F: 3 clusters Score -2.430783e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -24307834.000000 Penalty: 6039.211426
	Iteration 61Q: 3 clusters Score -2.430783e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175938 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -24307824.000000 Penalty: 6039.211426
	Iteration 62Q: 3 clusters Score -2.430782e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176032 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -24307810.000000 Penalty: 6039.211426
	Iteration 63Q: 3 clusters Score -2.430781e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176110 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -24307794.000000 Penalty: 6039.211426
	Iteration 64Q: 3 clusters Score -2.430779e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176176 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -24307802.000000 Penalty: 6039.211426
	Iteration 65Q: 3 clusters Score -2.43078e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176251 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -24307764.000000 Penalty: 6039.211426
	Iteration 66Q: 3 clusters Score -2.430776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -24307742.000000 Penalty: 6039.211426
	Iteration 67Q: 3 clusters Score -2.430774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176387 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -24307702.000000 Penalty: 6039.211426
	Iteration 68Q: 3 clusters Score -2.43077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -24307716.000000 Penalty: 6039.211426
	Iteration 69Q: 3 clusters Score -2.430772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -24307712.000000 Penalty: 6039.211426
	Iteration 70Q: 3 clusters Score -2.430771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -24307706.000000 Penalty: 6039.211426
	Iteration 71Q: 3 clusters Score -2.430771e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -24307684.000000 Penalty: 6039.211426
	Iteration 72Q: 3 clusters Score -2.430768e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -24307686.000000 Penalty: 6039.211426
	Iteration 73Q: 3 clusters Score -2.430769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -24307696.000000 Penalty: 6039.211426
	Iteration 74Q: 3 clusters Score -2.43077e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176780 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -24307696.000000 Penalty: 6039.211426
	Iteration 75Q: 3 clusters Score -2.43077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176826 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -24307736.000000 Penalty: 6039.211426
	Iteration 76Q: 3 clusters Score -2.430774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176862 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -24307710.000000 Penalty: 6039.211426
	Iteration 77Q: 3 clusters Score -2.430771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -24307706.000000 Penalty: 6039.211426
	Iteration 78Q: 3 clusters Score -2.430771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176925 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -24307682.000000 Penalty: 6039.211426
	Iteration 79Q: 3 clusters Score -2.430768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176952 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -24307684.000000 Penalty: 6039.211426
	Iteration 80F: 3 clusters Score -2.430768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176982 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -24307654.000000 Penalty: 6039.211426
	Iteration 81Q: 3 clusters Score -2.430765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -24307638.000000 Penalty: 6039.211426
	Iteration 82Q: 3 clusters Score -2.430764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177040 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -24307652.000000 Penalty: 6039.211426
	Iteration 83Q: 3 clusters Score -2.430765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -24307686.000000 Penalty: 6039.211426
	Iteration 84Q: 3 clusters Score -2.430769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -24307670.000000 Penalty: 6039.211426
	Iteration 85Q: 3 clusters Score -2.430767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177130 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -24307668.000000 Penalty: 6039.211426
	Iteration 86Q: 3 clusters Score -2.430767e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -24307628.000000 Penalty: 6039.211426
	Iteration 87Q: 3 clusters Score -2.430763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177214 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -24307636.000000 Penalty: 6039.211426
	Iteration 88Q: 3 clusters Score -2.430764e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -24307650.000000 Penalty: 6039.211426
	Iteration 89Q: 3 clusters Score -2.430765e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177299 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -24307634.000000 Penalty: 6039.211426
	Iteration 90Q: 3 clusters Score -2.430763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -24307634.000000 Penalty: 6039.211426
	Iteration 91Q: 3 clusters Score -2.430763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177367 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -24307656.000000 Penalty: 6039.211426
	Iteration 92Q: 3 clusters Score -2.430766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -24307624.000000 Penalty: 6039.211426
	Iteration 93Q: 3 clusters Score -2.430762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -24307630.000000 Penalty: 6039.211426
	Iteration 94Q: 3 clusters Score -2.430763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -24307656.000000 Penalty: 6039.211426
	Iteration 95Q: 3 clusters Score -2.430766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177467 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -24307642.000000 Penalty: 6039.211426
	Iteration 96Q: 3 clusters Score -2.430764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -24307630.000000 Penalty: 6039.211426
	Iteration 97Q: 3 clusters Score -2.430763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177528 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -24307634.000000 Penalty: 6039.211426
	Iteration 98Q: 3 clusters Score -2.430763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -24307634.000000 Penalty: 6039.211426
	Iteration 99Q: 3 clusters Score -2.430763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177575 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -24307646.000000 Penalty: 6039.211426
	Iteration 100F: 3 clusters Score -2.430765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177593 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -24307638.000000 Penalty: 6039.211426
	Iteration 101Q: 3 clusters Score -2.430764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -24307626.000000 Penalty: 6039.211426
	Iteration 102Q: 3 clusters Score -2.430763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177639 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -24307636.000000 Penalty: 6039.211426
	Iteration 103Q: 3 clusters Score -2.430764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -24307632.000000 Penalty: 6039.211426
	Iteration 104Q: 3 clusters Score -2.430763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -24307630.000000 Penalty: 6039.211426
	Iteration 105Q: 3 clusters Score -2.430763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -24307642.000000 Penalty: 6039.211426
	Iteration 106Q: 3 clusters Score -2.430764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177771 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -24307636.000000 Penalty: 6039.211426
	Iteration 107Q: 3 clusters Score -2.430764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177805 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -24307642.000000 Penalty: 6039.211426
	Iteration 108Q: 3 clusters Score -2.430764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177840 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -24307626.000000 Penalty: 6039.211426
	Iteration 109Q: 3 clusters Score -2.430763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -24307602.000000 Penalty: 6039.211426
	Iteration 110Q: 3 clusters Score -2.43076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177900 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -24307600.000000 Penalty: 6039.211426
	Iteration 111Q: 3 clusters Score -2.43076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177934 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -24307598.000000 Penalty: 6039.211426
	Iteration 112Q: 3 clusters Score -2.43076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177983 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -24307600.000000 Penalty: 6039.211426
	Iteration 113Q: 3 clusters Score -2.43076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -24307616.000000 Penalty: 6039.211426
	Iteration 114Q: 3 clusters Score -2.430762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178054 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -24307600.000000 Penalty: 6039.211426
	Iteration 115Q: 3 clusters Score -2.43076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178085 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -24307624.000000 Penalty: 6039.211426
	Iteration 116Q: 3 clusters Score -2.430762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178114 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -24307582.000000 Penalty: 6039.211426
	Iteration 117Q: 3 clusters Score -2.430758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178153 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -24307556.000000 Penalty: 6039.211426
	Iteration 118Q: 3 clusters Score -2.430756e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -24307572.000000 Penalty: 6039.211426
	Iteration 119Q: 3 clusters Score -2.430757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178208 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -24307584.000000 Penalty: 6039.211426
	Iteration 120F: 3 clusters Score -2.430758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178233 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -24307602.000000 Penalty: 6039.211426
	Iteration 121Q: 3 clusters Score -2.43076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -24307594.000000 Penalty: 6039.211426
	Iteration 122Q: 3 clusters Score -2.430759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -24307588.000000 Penalty: 6039.211426
	Iteration 123Q: 3 clusters Score -2.430759e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178335 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -24307592.000000 Penalty: 6039.211426
	Iteration 124Q: 3 clusters Score -2.430759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -24307606.000000 Penalty: 6039.211426
	Iteration 125Q: 3 clusters Score -2.430761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178410 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -24307608.000000 Penalty: 6039.211426
	Iteration 126Q: 3 clusters Score -2.430761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -24307596.000000 Penalty: 6039.211426
	Iteration 127Q: 3 clusters Score -2.43076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178459 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -24307596.000000 Penalty: 6039.211426
	Iteration 128Q: 3 clusters Score -2.43076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -24307602.000000 Penalty: 6039.211426
	Iteration 129Q: 3 clusters Score -2.43076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178501 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -24307572.000000 Penalty: 6039.211426
	Iteration 130Q: 3 clusters Score -2.430757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178518 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -24307554.000000 Penalty: 6039.211426
	Iteration 131Q: 3 clusters Score -2.430755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178538 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -24307550.000000 Penalty: 6039.211426
	Iteration 132Q: 3 clusters Score -2.430755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178558 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -24307534.000000 Penalty: 6039.211426
	Iteration 133Q: 3 clusters Score -2.430753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178582 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -24307516.000000 Penalty: 6039.211426
	Iteration 134Q: 3 clusters Score -2.430752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -24307492.000000 Penalty: 6039.211426
	Iteration 135Q: 3 clusters Score -2.430749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -24307472.000000 Penalty: 6039.211426
	Iteration 136Q: 3 clusters Score -2.430747e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -24307478.000000 Penalty: 6039.211426
	Iteration 137Q: 3 clusters Score -2.430748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178728 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -24307464.000000 Penalty: 6039.211426
	Iteration 138Q: 3 clusters Score -2.430746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -24307466.000000 Penalty: 6039.211426
	Iteration 139Q: 3 clusters Score -2.430747e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178827 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -24307440.000000 Penalty: 6039.211426
	Iteration 140F: 3 clusters Score -2.430744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178865 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -24307490.000000 Penalty: 6039.211426
	Iteration 141Q: 3 clusters Score -2.430749e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178912 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -24307442.000000 Penalty: 6039.211426
	Iteration 142Q: 3 clusters Score -2.430744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -24307446.000000 Penalty: 6039.211426
	Iteration 143Q: 3 clusters Score -2.430745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -24307414.000000 Penalty: 6039.211426
	Iteration 144Q: 3 clusters Score -2.430741e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179039 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -24307424.000000 Penalty: 6039.211426
	Iteration 145Q: 3 clusters Score -2.430742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -24307380.000000 Penalty: 6039.211426
	Iteration 146Q: 3 clusters Score -2.430738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179117 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -24307390.000000 Penalty: 6039.211426
	Iteration 147Q: 3 clusters Score -2.430739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179165 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -24307376.000000 Penalty: 6039.211426
	Iteration 148Q: 3 clusters Score -2.430738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179213 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -24307394.000000 Penalty: 6039.211426
	Iteration 149Q: 3 clusters Score -2.430739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -24307372.000000 Penalty: 6039.211426
	Iteration 150Q: 3 clusters Score -2.430737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179309 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -24307376.000000 Penalty: 6039.211426
	Iteration 151Q: 3 clusters Score -2.430738e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179363 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -24307372.000000 Penalty: 6039.211426
	Iteration 152Q: 3 clusters Score -2.430737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -24307386.000000 Penalty: 6039.211426
	Iteration 153Q: 3 clusters Score -2.430739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -24307374.000000 Penalty: 6039.211426
	Iteration 154Q: 3 clusters Score -2.430737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179523 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -24307392.000000 Penalty: 6039.211426
	Iteration 155Q: 3 clusters Score -2.430739e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -24307370.000000 Penalty: 6039.211426
	Iteration 156Q: 3 clusters Score -2.430737e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179639 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -24307318.000000 Penalty: 6039.211426
	Iteration 157Q: 3 clusters Score -2.430732e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179700 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -24307300.000000 Penalty: 6039.211426
	Iteration 158Q: 3 clusters Score -2.43073e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179761 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -24307284.000000 Penalty: 6039.211426
	Iteration 159Q: 3 clusters Score -2.430728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179834 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -24307264.000000 Penalty: 6039.211426
	Iteration 160F: 3 clusters Score -2.430726e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -24307264.000000 Penalty: 6039.211426
	Iteration 161Q: 3 clusters Score -2.430726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179980 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -24307270.000000 Penalty: 6039.211426
	Iteration 162Q: 3 clusters Score -2.430727e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -24307252.000000 Penalty: 6039.211426
	Iteration 163Q: 3 clusters Score -2.430725e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180122 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -24307244.000000 Penalty: 6039.211426
	Iteration 164Q: 3 clusters Score -2.430724e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180191 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -24307248.000000 Penalty: 6039.211426
	Iteration 165Q: 3 clusters Score -2.430725e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180260 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -24307248.000000 Penalty: 6039.211426
	Iteration 166Q: 3 clusters Score -2.430725e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180325 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -24307208.000000 Penalty: 6039.211426
	Iteration 167Q: 3 clusters Score -2.430721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180388 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -24307206.000000 Penalty: 6039.211426
	Iteration 168Q: 3 clusters Score -2.430721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -24307180.000000 Penalty: 6039.211426
	Iteration 169Q: 3 clusters Score -2.430718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180481 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -24307182.000000 Penalty: 6039.211426
	Iteration 170Q: 3 clusters Score -2.430718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -24307186.000000 Penalty: 6039.211426
	Iteration 171Q: 3 clusters Score -2.430719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180573 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -24307200.000000 Penalty: 6039.211426
	Iteration 172Q: 3 clusters Score -2.43072e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -24307226.000000 Penalty: 6039.211426
	Iteration 173Q: 3 clusters Score -2.430723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -24307220.000000 Penalty: 6039.211426
	Iteration 174Q: 3 clusters Score -2.430722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -24307194.000000 Penalty: 6039.211426
	Iteration 175Q: 3 clusters Score -2.430719e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180774 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -24307220.000000 Penalty: 6039.211426
	Iteration 176Q: 3 clusters Score -2.430722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180824 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -24307244.000000 Penalty: 6039.211426
	Iteration 177Q: 3 clusters Score -2.430724e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180871 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -24307244.000000 Penalty: 6039.211426
	Iteration 178Q: 3 clusters Score -2.430724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180914 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -24307238.000000 Penalty: 6039.211426
	Iteration 179Q: 3 clusters Score -2.430724e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180965 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -24307222.000000 Penalty: 6039.211426
	Iteration 180F: 3 clusters Score -2.430722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181021 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -24307188.000000 Penalty: 6039.211426
	Iteration 181Q: 3 clusters Score -2.430719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -24307166.000000 Penalty: 6039.211426
	Iteration 182Q: 3 clusters Score -2.430717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181138 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -24307128.000000 Penalty: 6039.211426
	Iteration 183Q: 3 clusters Score -2.430713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -24307156.000000 Penalty: 6039.211426
	Iteration 184Q: 3 clusters Score -2.430716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -24307200.000000 Penalty: 6039.211426
	Iteration 185Q: 3 clusters Score -2.43072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181301 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -24307180.000000 Penalty: 6039.211426
	Iteration 186Q: 3 clusters Score -2.430718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181365 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -24307194.000000 Penalty: 6039.211426
	Iteration 187Q: 3 clusters Score -2.430719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -24307190.000000 Penalty: 6039.211426
	Iteration 188Q: 3 clusters Score -2.430719e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181479 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -24307184.000000 Penalty: 6039.211426
	Iteration 189Q: 3 clusters Score -2.430718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181534 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -24307160.000000 Penalty: 6039.211426
	Iteration 190Q: 3 clusters Score -2.430716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181584 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -24307168.000000 Penalty: 6039.211426
	Iteration 191Q: 3 clusters Score -2.430717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181640 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -24307162.000000 Penalty: 6039.211426
	Iteration 192Q: 3 clusters Score -2.430716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181682 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -24307148.000000 Penalty: 6039.211426
	Iteration 193Q: 3 clusters Score -2.430715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -24307136.000000 Penalty: 6039.211426
	Iteration 194Q: 3 clusters Score -2.430714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181761 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -24307130.000000 Penalty: 6039.211426
	Iteration 195Q: 3 clusters Score -2.430713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -24307120.000000 Penalty: 6039.211426
	Iteration 196Q: 3 clusters Score -2.430712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -24307102.000000 Penalty: 6039.211426
	Iteration 197Q: 3 clusters Score -2.43071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -24307100.000000 Penalty: 6039.211426
	Iteration 198Q: 3 clusters Score -2.43071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -24307106.000000 Penalty: 6039.211426
	Iteration 199Q: 3 clusters Score -2.430711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181987 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -24307116.000000 Penalty: 6039.211426
	Iteration 200F: 3 clusters Score -2.430712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -24307102.000000 Penalty: 6039.211426
	Iteration 201Q: 3 clusters Score -2.43071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182081 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -24307098.000000 Penalty: 6039.211426
	Iteration 202Q: 3 clusters Score -2.43071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182123 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -24307048.000000 Penalty: 6039.211426
	Iteration 203Q: 3 clusters Score -2.430705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -24307072.000000 Penalty: 6039.211426
	Iteration 204Q: 3 clusters Score -2.430707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182190 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -24307034.000000 Penalty: 6039.211426
	Iteration 205Q: 3 clusters Score -2.430703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182226 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -24307068.000000 Penalty: 6039.211426
	Iteration 206Q: 3 clusters Score -2.430707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182247 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -24307052.000000 Penalty: 6039.211426
	Iteration 207Q: 3 clusters Score -2.430705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182272 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -24307036.000000 Penalty: 6039.211426
	Iteration 208Q: 3 clusters Score -2.430704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182296 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -24307034.000000 Penalty: 6039.211426
	Iteration 209Q: 3 clusters Score -2.430703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182325 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -24307068.000000 Penalty: 6039.211426
	Iteration 210Q: 3 clusters Score -2.430707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182356 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -24307054.000000 Penalty: 6039.211426
	Iteration 211Q: 3 clusters Score -2.430705e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182396 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -24307020.000000 Penalty: 6039.211426
	Iteration 212Q: 3 clusters Score -2.430702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -24307010.000000 Penalty: 6039.211426
	Iteration 213Q: 3 clusters Score -2.430701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182479 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -24307038.000000 Penalty: 6039.211426
	Iteration 214Q: 3 clusters Score -2.430704e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182519 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -24307028.000000 Penalty: 6039.211426
	Iteration 215Q: 3 clusters Score -2.430703e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182551 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -24307030.000000 Penalty: 6039.211426
	Iteration 216Q: 3 clusters Score -2.430703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -24307046.000000 Penalty: 6039.211426
	Iteration 217Q: 3 clusters Score -2.430705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182605 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -24307042.000000 Penalty: 6039.211426
	Iteration 218Q: 3 clusters Score -2.430704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182624 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -24307004.000000 Penalty: 6039.211426
	Iteration 219Q: 3 clusters Score -2.4307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -24307012.000000 Penalty: 6039.211426
	Iteration 220F: 3 clusters Score -2.430701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -24307000.000000 Penalty: 6039.211426
	Iteration 221Q: 3 clusters Score -2.4307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182681 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -24307010.000000 Penalty: 6039.211426
	Iteration 222Q: 3 clusters Score -2.430701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -24307010.000000 Penalty: 6039.211426
	Iteration 223Q: 3 clusters Score -2.430701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -24306996.000000 Penalty: 6039.211426
	Iteration 224Q: 3 clusters Score -2.4307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -24306974.000000 Penalty: 6039.211426
	Iteration 225Q: 3 clusters Score -2.430697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182784 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -24306974.000000 Penalty: 6039.211426
	Iteration 226Q: 3 clusters Score -2.430697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182812 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -24306968.000000 Penalty: 6039.211426
	Iteration 227Q: 3 clusters Score -2.430697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182844 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -24306972.000000 Penalty: 6039.211426
	Iteration 228Q: 3 clusters Score -2.430697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -24306964.000000 Penalty: 6039.211426
	Iteration 229Q: 3 clusters Score -2.430696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182889 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -24306972.000000 Penalty: 6039.211426
	Iteration 230Q: 3 clusters Score -2.430697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -24306980.000000 Penalty: 6039.211426
	Iteration 231Q: 3 clusters Score -2.430698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182934 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -24306978.000000 Penalty: 6039.211426
	Iteration 232Q: 3 clusters Score -2.430698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182951 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -24306972.000000 Penalty: 6039.211426
	Iteration 233Q: 3 clusters Score -2.430697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -24306972.000000 Penalty: 6039.211426
	Iteration 234Q: 3 clusters Score -2.430697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182987 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -24306964.000000 Penalty: 6039.211426
	Iteration 235Q: 3 clusters Score -2.430696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183002 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -24306948.000000 Penalty: 6039.211426
	Iteration 236Q: 3 clusters Score -2.430695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183017 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -24306958.000000 Penalty: 6039.211426
	Iteration 237Q: 3 clusters Score -2.430696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183036 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -24306932.000000 Penalty: 6039.211426
	Iteration 238Q: 3 clusters Score -2.430693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -24306954.000000 Penalty: 6039.211426
	Iteration 239Q: 3 clusters Score -2.430695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -24306972.000000 Penalty: 6039.211426
	Iteration 240F: 3 clusters Score -2.430697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183090 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -24306980.000000 Penalty: 6039.211426
	Iteration 241Q: 3 clusters Score -2.430698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -24306966.000000 Penalty: 6039.211426
	Iteration 242Q: 3 clusters Score -2.430697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183111 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -24306978.000000 Penalty: 6039.211426
	Iteration 243Q: 3 clusters Score -2.430698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -24306980.000000 Penalty: 6039.211426
	Iteration 244Q: 3 clusters Score -2.430698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183116 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -24306974.000000 Penalty: 6039.211426
	Iteration 245Q: 3 clusters Score -2.430697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183120 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -24306982.000000 Penalty: 6039.211426
	Iteration 246Q: 3 clusters Score -2.430698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183125 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -24306982.000000 Penalty: 6039.211426
	Iteration 247Q: 3 clusters Score -2.430698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -24306978.000000 Penalty: 6039.211426
	Iteration 248Q: 3 clusters Score -2.430698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -24306980.000000 Penalty: 6039.211426
	Iteration 249Q: 3 clusters Score -2.430698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -24306978.000000 Penalty: 6039.211426
	Iteration 250Q: 3 clusters Score -2.430698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -24306982.000000 Penalty: 6039.211426
	Iteration 251Q: 3 clusters Score -2.430698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -24306956.000000 Penalty: 6039.211426
	Iteration 252Q: 3 clusters Score -2.430696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183180 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -24306948.000000 Penalty: 6039.211426
	Iteration 253Q: 3 clusters Score -2.430695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183192 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -24306928.000000 Penalty: 6039.211426
	Iteration 254Q: 3 clusters Score -2.430693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -24306922.000000 Penalty: 6039.211426
	Iteration 255Q: 3 clusters Score -2.430692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -24306932.000000 Penalty: 6039.211426
	Iteration 256Q: 3 clusters Score -2.430693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183217 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -24306932.000000 Penalty: 6039.211426
	Iteration 257Q: 3 clusters Score -2.430693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183219 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -24306924.000000 Penalty: 6039.211426
	Iteration 258Q: 3 clusters Score -2.430692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183221 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -24306908.000000 Penalty: 6039.211426
	Iteration 259Q: 3 clusters Score -2.430691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183225 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -24306920.000000 Penalty: 6039.211426
	Iteration 260F: 3 clusters Score -2.430692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183227 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -24306918.000000 Penalty: 6039.211426
	Iteration 261Q: 3 clusters Score -2.430692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183230 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -24306910.000000 Penalty: 6039.211426
	Iteration 262Q: 3 clusters Score -2.430691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183238 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -24306910.000000 Penalty: 6039.211426
	Iteration 263Q: 3 clusters Score -2.430691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -24306934.000000 Penalty: 6039.211426
	Iteration 264Q: 3 clusters Score -2.430693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -24306928.000000 Penalty: 6039.211426
	Iteration 265Q: 3 clusters Score -2.430693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -24306926.000000 Penalty: 6039.211426
	Iteration 266Q: 3 clusters Score -2.430693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183264 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -24306934.000000 Penalty: 6039.211426
	Iteration 267Q: 3 clusters Score -2.430693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -24306938.000000 Penalty: 6039.211426
	Iteration 268Q: 3 clusters Score -2.430694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183271 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -24306934.000000 Penalty: 6039.211426
	Iteration 269Q: 3 clusters Score -2.430693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -24306940.000000 Penalty: 6039.211426
	Iteration 270Q: 3 clusters Score -2.430694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183278 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -24306934.000000 Penalty: 6039.211426
	Iteration 271Q: 3 clusters Score -2.430693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183282 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -24306932.000000 Penalty: 6039.211426
	Iteration 272Q: 3 clusters Score -2.430693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183287 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -24306926.000000 Penalty: 6039.211426
	Iteration 273Q: 3 clusters Score -2.430693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183289 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -24306922.000000 Penalty: 6039.211426
	Iteration 274Q: 3 clusters Score -2.430692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -24306916.000000 Penalty: 6039.211426
	Iteration 275Q: 3 clusters Score -2.430692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -24306926.000000 Penalty: 6039.211426
	Iteration 276Q: 3 clusters Score -2.430693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -24306922.000000 Penalty: 6039.211426
	Iteration 277Q: 3 clusters Score -2.430692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183302 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -24306922.000000 Penalty: 6039.211426
	Iteration 278Q: 3 clusters Score -2.430692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183305 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -24306918.000000 Penalty: 6039.211426
	Iteration 279Q: 3 clusters Score -2.430692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183309 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -24306916.000000 Penalty: 6039.211426
	Iteration 280F: 3 clusters Score -2.430692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183314 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -24306916.000000 Penalty: 6039.211426
	Iteration 281Q: 3 clusters Score -2.430692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183315 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -24306906.000000 Penalty: 6039.211426
	Iteration 282Q: 3 clusters Score -2.430691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183320 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -24306918.000000 Penalty: 6039.211426
	Iteration 283Q: 3 clusters Score -2.430692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -24306912.000000 Penalty: 6039.211426
	Iteration 284Q: 3 clusters Score -2.430691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -24306908.000000 Penalty: 6039.211426
	Iteration 285Q: 3 clusters Score -2.430691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -24306890.000000 Penalty: 6039.211426
	Iteration 286Q: 3 clusters Score -2.430689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -24306890.000000 Penalty: 6039.211426
	Iteration 287Q: 3 clusters Score -2.430689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183348 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -24306890.000000 Penalty: 6039.211426
	Iteration 288Q: 3 clusters Score -2.430689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183353 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -24306912.000000 Penalty: 6039.211426
	Iteration 289Q: 3 clusters Score -2.430691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -24306912.000000 Penalty: 6039.211426
	Iteration 290Q: 3 clusters Score -2.430691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183364 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -24306898.000000 Penalty: 6039.211426
	Iteration 291Q: 3 clusters Score -2.43069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183375 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -24306890.000000 Penalty: 6039.211426
	Iteration 292Q: 3 clusters Score -2.430689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -24306884.000000 Penalty: 6039.211426
	Iteration 293Q: 3 clusters Score -2.430688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183397 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -24306866.000000 Penalty: 6039.211426
	Iteration 294Q: 3 clusters Score -2.430687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -24306846.000000 Penalty: 6039.211426
	Iteration 295Q: 3 clusters Score -2.430685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -24306848.000000 Penalty: 6039.211426
	Iteration 296Q: 3 clusters Score -2.430685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183425 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -24306852.000000 Penalty: 6039.211426
	Iteration 297Q: 3 clusters Score -2.430685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183435 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -24306874.000000 Penalty: 6039.211426
	Iteration 298Q: 3 clusters Score -2.430687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183447 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -24306858.000000 Penalty: 6039.211426
	Iteration 299Q: 3 clusters Score -2.430686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -24306868.000000 Penalty: 6039.211426
	Iteration 300F: 3 clusters Score -2.430687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183471 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -24306864.000000 Penalty: 6039.211426
	Iteration 301Q: 3 clusters Score -2.430686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -24306856.000000 Penalty: 6039.211426
	Iteration 302Q: 3 clusters Score -2.430686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183502 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -24306840.000000 Penalty: 6039.211426
	Iteration 303Q: 3 clusters Score -2.430684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183513 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -24306834.000000 Penalty: 6039.211426
	Iteration 304Q: 3 clusters Score -2.430683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183526 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -24306864.000000 Penalty: 6039.211426
	Iteration 305Q: 3 clusters Score -2.430686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183540 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -24306846.000000 Penalty: 6039.211426
	Iteration 306Q: 3 clusters Score -2.430685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -24306838.000000 Penalty: 6039.211426
	Iteration 307Q: 3 clusters Score -2.430684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -24306830.000000 Penalty: 6039.211426
	Iteration 308Q: 3 clusters Score -2.430683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -24306832.000000 Penalty: 6039.211426
	Iteration 309Q: 3 clusters Score -2.430683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183595 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -24306836.000000 Penalty: 6039.211426
	Iteration 310Q: 3 clusters Score -2.430684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -24306820.000000 Penalty: 6039.211426
	Iteration 311Q: 3 clusters Score -2.430682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183615 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -24306818.000000 Penalty: 6039.211426
	Iteration 312Q: 3 clusters Score -2.430682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -24306820.000000 Penalty: 6039.211426
	Iteration 313Q: 3 clusters Score -2.430682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183634 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -24306830.000000 Penalty: 6039.211426
	Iteration 314Q: 3 clusters Score -2.430683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183649 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -24306842.000000 Penalty: 6039.211426
	Iteration 315Q: 3 clusters Score -2.430684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183667 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -24306818.000000 Penalty: 6039.211426
	Iteration 316Q: 3 clusters Score -2.430682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183683 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -24306832.000000 Penalty: 6039.211426
	Iteration 317Q: 3 clusters Score -2.430683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183697 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -24306812.000000 Penalty: 6039.211426
	Iteration 318Q: 3 clusters Score -2.430681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183708 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -24306818.000000 Penalty: 6039.211426
	Iteration 319Q: 3 clusters Score -2.430682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183718 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -24306814.000000 Penalty: 6039.211426
	Iteration 320F: 3 clusters Score -2.430681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183727 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -24306812.000000 Penalty: 6039.211426
	Iteration 321Q: 3 clusters Score -2.430681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -24306816.000000 Penalty: 6039.211426
	Iteration 322Q: 3 clusters Score -2.430682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183743 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -24306840.000000 Penalty: 6039.211426
	Iteration 323Q: 3 clusters Score -2.430684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183752 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -24306852.000000 Penalty: 6039.211426
	Iteration 324Q: 3 clusters Score -2.430685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183759 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -24306842.000000 Penalty: 6039.211426
	Iteration 325Q: 3 clusters Score -2.430684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -24306824.000000 Penalty: 6039.211426
	Iteration 326Q: 3 clusters Score -2.430682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183776 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -24306824.000000 Penalty: 6039.211426
	Iteration 327Q: 3 clusters Score -2.430682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -24306822.000000 Penalty: 6039.211426
	Iteration 328Q: 3 clusters Score -2.430682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183783 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -24306814.000000 Penalty: 6039.211426
	Iteration 329Q: 3 clusters Score -2.430681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183787 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -24306808.000000 Penalty: 6039.211426
	Iteration 330Q: 3 clusters Score -2.430681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -24306818.000000 Penalty: 6039.211426
	Iteration 331Q: 3 clusters Score -2.430682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183801 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -24306820.000000 Penalty: 6039.211426
	Iteration 332Q: 3 clusters Score -2.430682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -24306816.000000 Penalty: 6039.211426
	Iteration 333Q: 3 clusters Score -2.430682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -24306820.000000 Penalty: 6039.211426
	Iteration 334Q: 3 clusters Score -2.430682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183826 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -24306800.000000 Penalty: 6039.211426
	Iteration 335Q: 3 clusters Score -2.43068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183835 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -24306784.000000 Penalty: 6039.211426
	Iteration 336Q: 3 clusters Score -2.430678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183840 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -24306802.000000 Penalty: 6039.211426
	Iteration 337Q: 3 clusters Score -2.43068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183843 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -24306792.000000 Penalty: 6039.211426
	Iteration 338Q: 3 clusters Score -2.430679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183845 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -24306800.000000 Penalty: 6039.211426
	Iteration 339Q: 3 clusters Score -2.43068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183847 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -24306800.000000 Penalty: 6039.211426
	Iteration 340F: 3 clusters Score -2.43068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183849 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -24306784.000000 Penalty: 6039.211426
	Iteration 341Q: 3 clusters Score -2.430678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -24306788.000000 Penalty: 6039.211426
	Iteration 342Q: 3 clusters Score -2.430679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183854 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -24306796.000000 Penalty: 6039.211426
	Iteration 343Q: 3 clusters Score -2.43068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183857 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -24306788.000000 Penalty: 6039.211426
	Iteration 344Q: 3 clusters Score -2.430679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183858 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -24306790.000000 Penalty: 6039.211426
	Iteration 345Q: 3 clusters Score -2.430679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -24306788.000000 Penalty: 6039.211426
	Iteration 346Q: 3 clusters Score -2.430679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183866 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -24306792.000000 Penalty: 6039.211426
	Iteration 347Q: 3 clusters Score -2.430679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183868 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -24306798.000000 Penalty: 6039.211426
	Iteration 348Q: 3 clusters Score -2.43068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -24306796.000000 Penalty: 6039.211426
	Iteration 349Q: 3 clusters Score -2.43068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -24306798.000000 Penalty: 6039.211426
	Iteration 350Q: 3 clusters Score -2.43068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183877 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -24306772.000000 Penalty: 6039.211426
	Iteration 351Q: 3 clusters Score -2.430677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -24306764.000000 Penalty: 6039.211426
	Iteration 352Q: 3 clusters Score -2.430676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183880 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -24306780.000000 Penalty: 6039.211426
	Iteration 353Q: 3 clusters Score -2.430678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183884 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -24306774.000000 Penalty: 6039.211426
	Iteration 354Q: 3 clusters Score -2.430677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -24306760.000000 Penalty: 6039.211426
	Iteration 355Q: 3 clusters Score -2.430676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -24306776.000000 Penalty: 6039.211426
	Iteration 356Q: 3 clusters Score -2.430678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183898 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -24306770.000000 Penalty: 6039.211426
	Iteration 357Q: 3 clusters Score -2.430677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183901 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -24306754.000000 Penalty: 6039.211426
	Iteration 358Q: 3 clusters Score -2.430675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183904 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -24306760.000000 Penalty: 6039.211426
	Iteration 359Q: 3 clusters Score -2.430676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183908 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -24306746.000000 Penalty: 6039.211426
	Iteration 360F: 3 clusters Score -2.430675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183909 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -24306734.000000 Penalty: 6039.211426
	Iteration 361Q: 3 clusters Score -2.430673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183910 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -24306746.000000 Penalty: 6039.211426
	Iteration 362Q: 3 clusters Score -2.430675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183910 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -24306746.000000 Penalty: 6039.211426
	Iteration 363F: 3 clusters Score -2.430675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173285 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 21282 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158089 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 53689 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10132 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 183910 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156993 members 
Entering Unmasked Estep 
Score: -105739424.000000 Penalty: 71147.250000
Splitting cluster 17 changes total score from -105739792.000000 to -105739424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -96295.203125 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -96295.2 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 405 members 
Entering Unmasked Estep 
Score: -94486.906250 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -94486.91 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94731.632812 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -94731.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94812.351562 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -94812.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94857.968750 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -94857.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94873.796875 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -94873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94883.562500 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -94883.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94890.710938 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -94890.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94897.015625 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -94897.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94909.492188 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -94909.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94920.140625 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -94920.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94922.414062 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -94922.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94928.882812 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -94928.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94930.585938 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -94930.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94933.148438 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -94933.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94934.218750 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -94934.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94934.218750 Penalty: 3314.947021
	Iteration 15F: 3 clusters Score -94934.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -40231.117188 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -40231.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38936.816406 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -38936.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39103.253906 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -39103.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39179.582031 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -39179.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39228.519531 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -39228.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39267.945312 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -39267.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39289.523438 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -39289.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39293.339844 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -39293.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39297.164062 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -39297.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39298.367188 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -39298.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39298.367188 Penalty: 2913.965820
	Iteration 9F: 3 clusters Score -39298.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -32105.585938 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -32105.59 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 163 members 
Entering Unmasked Estep 
Score: -30860.140625 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -30860.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30977.759766 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -30977.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30994.876953 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -30994.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31017.912109 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -31017.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31036.656250 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -31036.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31058.275391 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -31058.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31113.910156 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -31113.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31143.923828 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -31143.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31193.650391 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -31193.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31214.101562 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -31214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31222.083984 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -31222.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31227.660156 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -31227.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -31240.068359 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -31240.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -31251.085938 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -31251.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31264.810547 Penalty: 2843.737305
	Iteration 14Q: 3 clusters Score -31264.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31274.003906 Penalty: 2843.737305
	Iteration 15Q: 3 clusters Score -31274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31291.712891 Penalty: 2843.737305
	Iteration 16Q: 3 clusters Score -31291.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31291.712891 Penalty: 2843.737305
	Iteration 17F: 3 clusters Score -31291.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Entering Unmasked Estep 
Score: -19823572.000000 Penalty: 2967.061279
	Iteration 0F: 2 clusters Score -1.982357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -19722204.000000 Penalty: 5934.122559
	Iteration 0F: 3 clusters Score -1.97222e+07 nChanged 75274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -19765454.000000 Penalty: 5934.122559
	Iteration 1F: 3 clusters Score -1.976545e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -19766280.000000 Penalty: 5934.122559
	Iteration 2Q: 3 clusters Score -1.976628e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -19767200.000000 Penalty: 5934.122559
	Iteration 3Q: 3 clusters Score -1.97672e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -19768558.000000 Penalty: 5934.122559
	Iteration 4Q: 3 clusters Score -1.976856e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -19770562.000000 Penalty: 5934.122559
	Iteration 5Q: 3 clusters Score -1.977056e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -19773414.000000 Penalty: 5934.122559
	Iteration 6Q: 3 clusters Score -1.977341e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -19777626.000000 Penalty: 5934.122559
	Iteration 7Q: 3 clusters Score -1.977763e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -19783600.000000 Penalty: 5934.122559
	Iteration 8F: 3 clusters Score -1.97836e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -19790638.000000 Penalty: 5934.122559
	Iteration 9F: 3 clusters Score -1.979064e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -19797350.000000 Penalty: 5934.122559
	Iteration 10F: 3 clusters Score -1.979735e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -19801222.000000 Penalty: 5934.122559
	Iteration 11F: 3 clusters Score -1.980122e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -19802734.000000 Penalty: 5934.122559
	Iteration 12Q: 3 clusters Score -1.980273e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -19803292.000000 Penalty: 5934.122559
	Iteration 13Q: 3 clusters Score -1.980329e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -19803650.000000 Penalty: 5934.122559
	Iteration 14Q: 3 clusters Score -1.980365e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -19803996.000000 Penalty: 5934.122559
	Iteration 15Q: 3 clusters Score -1.9804e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -19804326.000000 Penalty: 5934.122559
	Iteration 16Q: 3 clusters Score -1.980433e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -19804682.000000 Penalty: 5934.122559
	Iteration 17Q: 3 clusters Score -1.980468e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -19805010.000000 Penalty: 5934.122559
	Iteration 18Q: 3 clusters Score -1.980501e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -19805164.000000 Penalty: 5934.122559
	Iteration 19Q: 3 clusters Score -1.980516e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -19805522.000000 Penalty: 5934.122559
	Iteration 20F: 3 clusters Score -1.980552e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -19805796.000000 Penalty: 5934.122559
	Iteration 21Q: 3 clusters Score -1.98058e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -19806208.000000 Penalty: 5934.122559
	Iteration 22Q: 3 clusters Score -1.980621e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -19806548.000000 Penalty: 5934.122559
	Iteration 23Q: 3 clusters Score -1.980655e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -19806894.000000 Penalty: 5934.122559
	Iteration 24Q: 3 clusters Score -1.980689e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -19807380.000000 Penalty: 5934.122559
	Iteration 25Q: 3 clusters Score -1.980738e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -19807668.000000 Penalty: 5934.122559
	Iteration 26Q: 3 clusters Score -1.980767e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -19808044.000000 Penalty: 5934.122559
	Iteration 27Q: 3 clusters Score -1.980804e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -19808400.000000 Penalty: 5934.122559
	Iteration 28Q: 3 clusters Score -1.98084e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -19808760.000000 Penalty: 5934.122559
	Iteration 29Q: 3 clusters Score -1.980876e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -19809088.000000 Penalty: 5934.122559
	Iteration 30Q: 3 clusters Score -1.980909e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -19809626.000000 Penalty: 5934.122559
	Iteration 31Q: 3 clusters Score -1.980963e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -19810072.000000 Penalty: 5934.122559
	Iteration 32Q: 3 clusters Score -1.981007e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -19810458.000000 Penalty: 5934.122559
	Iteration 33Q: 3 clusters Score -1.981046e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -19810844.000000 Penalty: 5934.122559
	Iteration 34Q: 3 clusters Score -1.981084e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -19811238.000000 Penalty: 5934.122559
	Iteration 35Q: 3 clusters Score -1.981124e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -19811618.000000 Penalty: 5934.122559
	Iteration 36Q: 3 clusters Score -1.981162e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -19812030.000000 Penalty: 5934.122559
	Iteration 37Q: 3 clusters Score -1.981203e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -19812288.000000 Penalty: 5934.122559
	Iteration 38Q: 3 clusters Score -1.981229e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -19812760.000000 Penalty: 5934.122559
	Iteration 39Q: 3 clusters Score -1.981276e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -19813232.000000 Penalty: 5934.122559
	Iteration 40F: 3 clusters Score -1.981323e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -19813658.000000 Penalty: 5934.122559
	Iteration 41Q: 3 clusters Score -1.981366e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -19814200.000000 Penalty: 5934.122559
	Iteration 42Q: 3 clusters Score -1.98142e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -19814794.000000 Penalty: 5934.122559
	Iteration 43Q: 3 clusters Score -1.981479e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -19815462.000000 Penalty: 5934.122559
	Iteration 44Q: 3 clusters Score -1.981546e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -19815926.000000 Penalty: 5934.122559
	Iteration 45Q: 3 clusters Score -1.981593e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -19816440.000000 Penalty: 5934.122559
	Iteration 46Q: 3 clusters Score -1.981644e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -19816938.000000 Penalty: 5934.122559
	Iteration 47Q: 3 clusters Score -1.981694e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -19817528.000000 Penalty: 5934.122559
	Iteration 48Q: 3 clusters Score -1.981753e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -19818142.000000 Penalty: 5934.122559
	Iteration 49Q: 3 clusters Score -1.981814e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -19818792.000000 Penalty: 5934.122559
	Iteration 50Q: 3 clusters Score -1.981879e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 137146 members 
Entering Unmasked Estep 
Score: -19819328.000000 Penalty: 5934.122559
	Iteration 51Q: 3 clusters Score -1.981933e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 138832 members 
Entering Unmasked Estep 
Score: -19819730.000000 Penalty: 5934.122559
	Iteration 52Q: 3 clusters Score -1.981973e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -19820258.000000 Penalty: 5934.122559
	Iteration 53Q: 3 clusters Score -1.982026e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -19820868.000000 Penalty: 5934.122559
	Iteration 54Q: 3 clusters Score -1.982087e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -19821366.000000 Penalty: 5934.122559
	Iteration 55Q: 3 clusters Score -1.982137e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -19821714.000000 Penalty: 5934.122559
	Iteration 56Q: 3 clusters Score -1.982171e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 145863 members 
Entering Unmasked Estep 
Score: -19822010.000000 Penalty: 5934.122559
	Iteration 57Q: 3 clusters Score -1.982201e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -19822208.000000 Penalty: 5934.122559
	Iteration 58Q: 3 clusters Score -1.982221e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 148131 members 
Entering Unmasked Estep 
Score: -19822446.000000 Penalty: 5934.122559
	Iteration 59Q: 3 clusters Score -1.982245e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 149080 members 
Entering Unmasked Estep 
Score: -19822498.000000 Penalty: 5934.122559
	Iteration 60F: 3 clusters Score -1.98225e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -19822664.000000 Penalty: 5934.122559
	Iteration 61Q: 3 clusters Score -1.982266e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 150631 members 
Entering Unmasked Estep 
Score: -19822716.000000 Penalty: 5934.122559
	Iteration 62Q: 3 clusters Score -1.982272e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -19822702.000000 Penalty: 5934.122559
	Iteration 63Q: 3 clusters Score -1.98227e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 151689 members 
Entering Unmasked Estep 
Score: -19822812.000000 Penalty: 5934.122559
	Iteration 64Q: 3 clusters Score -1.982281e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -19822812.000000 Penalty: 5934.122559
	Iteration 65Q: 3 clusters Score -1.982281e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -19822800.000000 Penalty: 5934.122559
	Iteration 66Q: 3 clusters Score -1.98228e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -19822724.000000 Penalty: 5934.122559
	Iteration 67Q: 3 clusters Score -1.982272e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 153040 members 
Entering Unmasked Estep 
Score: -19822684.000000 Penalty: 5934.122559
	Iteration 68Q: 3 clusters Score -1.982268e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 153333 members 
Entering Unmasked Estep 
Score: -19822654.000000 Penalty: 5934.122559
	Iteration 69Q: 3 clusters Score -1.982265e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -19822594.000000 Penalty: 5934.122559
	Iteration 70Q: 3 clusters Score -1.982259e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -19822556.000000 Penalty: 5934.122559
	Iteration 71Q: 3 clusters Score -1.982256e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -19822540.000000 Penalty: 5934.122559
	Iteration 72Q: 3 clusters Score -1.982254e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 154047 members 
Entering Unmasked Estep 
Score: -19822510.000000 Penalty: 5934.122559
	Iteration 73Q: 3 clusters Score -1.982251e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -19822526.000000 Penalty: 5934.122559
	Iteration 74Q: 3 clusters Score -1.982253e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 154268 members 
Entering Unmasked Estep 
Score: -19822564.000000 Penalty: 5934.122559
	Iteration 75Q: 3 clusters Score -1.982256e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -19822554.000000 Penalty: 5934.122559
	Iteration 76Q: 3 clusters Score -1.982255e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -19822566.000000 Penalty: 5934.122559
	Iteration 77Q: 3 clusters Score -1.982257e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -19822578.000000 Penalty: 5934.122559
	Iteration 78Q: 3 clusters Score -1.982258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -19822564.000000 Penalty: 5934.122559
	Iteration 79Q: 3 clusters Score -1.982256e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -19822546.000000 Penalty: 5934.122559
	Iteration 80F: 3 clusters Score -1.982255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -19822556.000000 Penalty: 5934.122559
	Iteration 81Q: 3 clusters Score -1.982256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -19822566.000000 Penalty: 5934.122559
	Iteration 82Q: 3 clusters Score -1.982257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -19822528.000000 Penalty: 5934.122559
	Iteration 83Q: 3 clusters Score -1.982253e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 154751 members 
Entering Unmasked Estep 
Score: -19822524.000000 Penalty: 5934.122559
	Iteration 84Q: 3 clusters Score -1.982252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 154779 members 
Entering Unmasked Estep 
Score: -19822512.000000 Penalty: 5934.122559
	Iteration 85Q: 3 clusters Score -1.982251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -19822504.000000 Penalty: 5934.122559
	Iteration 86Q: 3 clusters Score -1.98225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -19822508.000000 Penalty: 5934.122559
	Iteration 87Q: 3 clusters Score -1.982251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -19822508.000000 Penalty: 5934.122559
	Iteration 88Q: 3 clusters Score -1.982251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -19822480.000000 Penalty: 5934.122559
	Iteration 89Q: 3 clusters Score -1.982248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 154908 members 
Entering Unmasked Estep 
Score: -19822460.000000 Penalty: 5934.122559
	Iteration 90Q: 3 clusters Score -1.982246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -19822448.000000 Penalty: 5934.122559
	Iteration 91Q: 3 clusters Score -1.982245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -19822458.000000 Penalty: 5934.122559
	Iteration 92Q: 3 clusters Score -1.982246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 154963 members 
Entering Unmasked Estep 
Score: -19822436.000000 Penalty: 5934.122559
	Iteration 93Q: 3 clusters Score -1.982244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -19822416.000000 Penalty: 5934.122559
	Iteration 94Q: 3 clusters Score -1.982242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -19822426.000000 Penalty: 5934.122559
	Iteration 95Q: 3 clusters Score -1.982243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -19822422.000000 Penalty: 5934.122559
	Iteration 96Q: 3 clusters Score -1.982242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -19822394.000000 Penalty: 5934.122559
	Iteration 97Q: 3 clusters Score -1.982239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -19822388.000000 Penalty: 5934.122559
	Iteration 98Q: 3 clusters Score -1.982239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -19822372.000000 Penalty: 5934.122559
	Iteration 99Q: 3 clusters Score -1.982237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -19822366.000000 Penalty: 5934.122559
	Iteration 100F: 3 clusters Score -1.982237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -19822356.000000 Penalty: 5934.122559
	Iteration 101Q: 3 clusters Score -1.982236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -19822354.000000 Penalty: 5934.122559
	Iteration 102Q: 3 clusters Score -1.982235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -19822330.000000 Penalty: 5934.122559
	Iteration 103Q: 3 clusters Score -1.982233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -19822330.000000 Penalty: 5934.122559
	Iteration 104Q: 3 clusters Score -1.982233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -19822334.000000 Penalty: 5934.122559
	Iteration 105Q: 3 clusters Score -1.982233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -19822340.000000 Penalty: 5934.122559
	Iteration 106Q: 3 clusters Score -1.982234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -19822318.000000 Penalty: 5934.122559
	Iteration 107Q: 3 clusters Score -1.982232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -19822334.000000 Penalty: 5934.122559
	Iteration 108Q: 3 clusters Score -1.982233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -19822326.000000 Penalty: 5934.122559
	Iteration 109Q: 3 clusters Score -1.982233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -19822330.000000 Penalty: 5934.122559
	Iteration 110Q: 3 clusters Score -1.982233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -19822314.000000 Penalty: 5934.122559
	Iteration 111Q: 3 clusters Score -1.982231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -19822318.000000 Penalty: 5934.122559
	Iteration 112Q: 3 clusters Score -1.982232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -19822310.000000 Penalty: 5934.122559
	Iteration 113Q: 3 clusters Score -1.982231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 155208 members 
Entering Unmasked Estep 
Score: -19822312.000000 Penalty: 5934.122559
	Iteration 114Q: 3 clusters Score -1.982231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -19822306.000000 Penalty: 5934.122559
	Iteration 115Q: 3 clusters Score -1.982231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -19822304.000000 Penalty: 5934.122559
	Iteration 116Q: 3 clusters Score -1.98223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -19822304.000000 Penalty: 5934.122559
	Iteration 117F: 3 clusters Score -1.98223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173285 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 21282 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158089 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 53689 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 194042 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 156993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739648.000000 Penalty: 67759.281250
Iteration 159Q: 21 clusters Score -1.057396e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173411 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 21349 members 
Mstep: Class 4 contains 80646 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158147 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 53038 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 194295 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 157095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739544.000000 Penalty: 67759.281250
Iteration 160F: 21 clusters Score -1.057395e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173534 members 
Mstep: Class 2 contains 7945 members 
Mstep: Class 3 contains 21424 members 
Mstep: Class 4 contains 80685 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158198 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 52386 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 194542 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 157210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739576.000000 Penalty: 67759.281250
Iteration 161Q: 21 clusters Score -1.057396e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173647 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 80705 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158268 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 194778 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 157324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739704.000000 Penalty: 67759.281250
Iteration 162Q: 21 clusters Score -1.057397e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173761 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 21564 members 
Mstep: Class 4 contains 80735 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158349 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 51122 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 194997 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 157444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739384.000000 Penalty: 67759.281250
Iteration 163Q: 21 clusters Score -1.057394e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 7961 members 
Mstep: Class 3 contains 21626 members 
Mstep: Class 4 contains 80768 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158436 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 50462 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 195213 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 157571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739392.000000 Penalty: 67759.281250
Iteration 164Q: 21 clusters Score -1.057394e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174075 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 21685 members 
Mstep: Class 4 contains 80812 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158534 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 49767 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 195420 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 157691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739608.000000 Penalty: 67759.281250
Iteration 165Q: 21 clusters Score -1.057396e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 21741 members 
Mstep: Class 4 contains 80862 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 1128 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158608 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 49039 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 195602 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 157875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739624.000000 Penalty: 67759.281250
Iteration 166Q: 21 clusters Score -1.057396e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 21801 members 
Mstep: Class 4 contains 80906 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158655 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 48343 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 195786 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 158040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739552.000000 Penalty: 67759.281250
Iteration 167Q: 21 clusters Score -1.057396e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174662 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 21876 members 
Mstep: Class 4 contains 80945 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158714 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 47681 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 195972 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 158173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739712.000000 Penalty: 67759.281250
Iteration 168Q: 21 clusters Score -1.057397e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174864 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 21941 members 
Mstep: Class 4 contains 80973 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158807 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 196179 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 158245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739576.000000 Penalty: 67759.281250
Iteration 169Q: 21 clusters Score -1.057396e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 21999 members 
Mstep: Class 4 contains 81003 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158914 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 46300 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 196375 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 158304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739360.000000 Penalty: 67759.281250
Iteration 170Q: 21 clusters Score -1.057394e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175350 members 
Mstep: Class 2 contains 8003 members 
Mstep: Class 3 contains 22058 members 
Mstep: Class 4 contains 81024 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159002 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 45599 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 196598 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 158373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739568.000000 Penalty: 67759.281250
Iteration 171Q: 21 clusters Score -1.057396e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 8018 members 
Mstep: Class 3 contains 22113 members 
Mstep: Class 4 contains 81062 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159084 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 44902 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 196801 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739600.000000 Penalty: 67759.281250
Iteration 172Q: 21 clusters Score -1.057396e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 22155 members 
Mstep: Class 4 contains 81126 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159185 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 44192 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 197007 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739536.000000 Penalty: 67759.281250
Iteration 173Q: 21 clusters Score -1.057395e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 22202 members 
Mstep: Class 4 contains 81200 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159315 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 43480 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 197195 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739784.000000 Penalty: 67759.281250
Iteration 174Q: 21 clusters Score -1.057398e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 22246 members 
Mstep: Class 4 contains 81246 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159449 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 42700 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 197447 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739680.000000 Penalty: 67759.281250
Iteration 175Q: 21 clusters Score -1.057397e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176425 members 
Mstep: Class 2 contains 8104 members 
Mstep: Class 3 contains 22295 members 
Mstep: Class 4 contains 81296 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159539 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 41933 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 197664 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739584.000000 Penalty: 67759.281250
Iteration 176Q: 21 clusters Score -1.057396e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176681 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 22344 members 
Mstep: Class 4 contains 81364 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159612 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 41206 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 197857 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739640.000000 Penalty: 67759.281250
Iteration 177Q: 21 clusters Score -1.057396e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 22391 members 
Mstep: Class 4 contains 81424 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159660 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 40505 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 198027 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 158950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739592.000000 Penalty: 67759.281250
Iteration 178Q: 21 clusters Score -1.057396e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 22435 members 
Mstep: Class 4 contains 81484 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159693 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 39814 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 198215 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739720.000000 Penalty: 67759.281250
Iteration 179Q: 21 clusters Score -1.057397e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177486 members 
Mstep: Class 2 contains 8193 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 81544 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159700 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 39139 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 198381 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739616.000000 Penalty: 67759.281250
Iteration 180F: 21 clusters Score -1.057396e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 8215 members 
Mstep: Class 3 contains 22510 members 
Mstep: Class 4 contains 81606 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159740 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 38455 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 198545 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739768.000000 Penalty: 67759.281250
Iteration 181Q: 21 clusters Score -1.057398e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178064 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 22550 members 
Mstep: Class 4 contains 81677 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159762 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 37771 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 198714 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739984.000000 Penalty: 67759.281250
Iteration 182Q: 21 clusters Score -1.0574e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178340 members 
Mstep: Class 2 contains 8245 members 
Mstep: Class 3 contains 22587 members 
Mstep: Class 4 contains 81757 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159771 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 37048 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 198885 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740256.000000 Penalty: 67759.281250
Iteration 183Q: 21 clusters Score -1.057403e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178615 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 22626 members 
Mstep: Class 4 contains 81827 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159781 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 36355 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 199054 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740280.000000 Penalty: 67759.281250
Iteration 184Q: 21 clusters Score -1.057403e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 81900 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159804 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 35692 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 199203 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740056.000000 Penalty: 67759.281250
Iteration 185Q: 21 clusters Score -1.057401e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179111 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 81949 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159831 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 35013 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 199380 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739904.000000 Penalty: 67759.281250
Iteration 186Q: 21 clusters Score -1.057399e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179314 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 22700 members 
Mstep: Class 4 contains 81999 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159867 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 34381 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 199580 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739840.000000 Penalty: 67759.281250
Iteration 187Q: 21 clusters Score -1.057398e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 22728 members 
Mstep: Class 4 contains 82053 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159911 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 33790 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 199774 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739664.000000 Penalty: 67759.281250
Iteration 188Q: 21 clusters Score -1.057397e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 22756 members 
Mstep: Class 4 contains 82097 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159945 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 33248 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 199999 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739704.000000 Penalty: 67759.281250
Iteration 189Q: 21 clusters Score -1.057397e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179874 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 22784 members 
Mstep: Class 4 contains 82142 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159979 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 32749 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 200171 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 159973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739544.000000 Penalty: 67759.281250
Iteration 190Q: 21 clusters Score -1.057395e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180050 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 22834 members 
Mstep: Class 4 contains 82195 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160018 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 32255 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 200310 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739800.000000 Penalty: 67759.281250
Iteration 191Q: 21 clusters Score -1.057398e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 22860 members 
Mstep: Class 4 contains 82258 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160087 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 31780 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 200413 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739784.000000 Penalty: 67759.281250
Iteration 192Q: 21 clusters Score -1.057398e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180409 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 22889 members 
Mstep: Class 4 contains 82312 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160162 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 31314 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 200492 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739792.000000 Penalty: 67759.281250
Iteration 193Q: 21 clusters Score -1.057398e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 22920 members 
Mstep: Class 4 contains 82356 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160199 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 30816 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 200603 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739824.000000 Penalty: 67759.281250
Iteration 194Q: 21 clusters Score -1.057398e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180812 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 22951 members 
Mstep: Class 4 contains 82408 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160258 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 30317 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 200687 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740152.000000 Penalty: 67759.281250
Iteration 195Q: 21 clusters Score -1.057402e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181007 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 22985 members 
Mstep: Class 4 contains 82451 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160285 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 29851 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 200764 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739944.000000 Penalty: 67759.281250
Iteration 196Q: 21 clusters Score -1.057399e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 23006 members 
Mstep: Class 4 contains 82497 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160308 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 29454 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 200839 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740008.000000 Penalty: 67759.281250
Iteration 197Q: 21 clusters Score -1.0574e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 23027 members 
Mstep: Class 4 contains 82545 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160323 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 29084 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 200894 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739944.000000 Penalty: 67759.281250
Iteration 198Q: 21 clusters Score -1.057399e+08 nChanged 1010
Entering ConstructFrom: 
Score: -105739944.000000 Penalty: 67759.281250
Entering ConstructFrom: 
Trying to split cluster 1 (181588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181588 members 
Entering Unmasked Estep 
Score: -22764176.000000 Penalty: 3003.155029
	Iteration 0F: 2 clusters Score -2.276418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -22647880.000000 Penalty: 6006.310059
	Iteration 0F: 3 clusters Score -2.264788e+07 nChanged 87322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -22698378.000000 Penalty: 6006.310059
	Iteration 1F: 3 clusters Score -2.269838e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -22699352.000000 Penalty: 6006.310059
	Iteration 2Q: 3 clusters Score -2.269935e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -22700138.000000 Penalty: 6006.310059
	Iteration 3Q: 3 clusters Score -2.270014e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -22700980.000000 Penalty: 6006.310059
	Iteration 4Q: 3 clusters Score -2.270098e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -22702150.000000 Penalty: 6006.310059
	Iteration 5Q: 3 clusters Score -2.270215e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -22703956.000000 Penalty: 6006.310059
	Iteration 6Q: 3 clusters Score -2.270396e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -22706772.000000 Penalty: 6006.310059
	Iteration 7Q: 3 clusters Score -2.270677e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -22711078.000000 Penalty: 6006.310059
	Iteration 8Q: 3 clusters Score -2.271108e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -22718696.000000 Penalty: 6006.310059
	Iteration 9F: 3 clusters Score -2.27187e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -22728114.000000 Penalty: 6006.310059
	Iteration 10F: 3 clusters Score -2.272811e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -22735124.000000 Penalty: 6006.310059
	Iteration 11F: 3 clusters Score -2.273512e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -22738134.000000 Penalty: 6006.310059
	Iteration 12Q: 3 clusters Score -2.273813e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -22739418.000000 Penalty: 6006.310059
	Iteration 13Q: 3 clusters Score -2.273942e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -22740304.000000 Penalty: 6006.310059
	Iteration 14Q: 3 clusters Score -2.27403e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -22741344.000000 Penalty: 6006.310059
	Iteration 15Q: 3 clusters Score -2.274134e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -22742354.000000 Penalty: 6006.310059
	Iteration 16Q: 3 clusters Score -2.274235e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -22743466.000000 Penalty: 6006.310059
	Iteration 17Q: 3 clusters Score -2.274347e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -22744666.000000 Penalty: 6006.310059
	Iteration 18Q: 3 clusters Score -2.274467e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -22745848.000000 Penalty: 6006.310059
	Iteration 19Q: 3 clusters Score -2.274585e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130576 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -22747236.000000 Penalty: 6006.310059
	Iteration 20F: 3 clusters Score -2.274724e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -22748780.000000 Penalty: 6006.310059
	Iteration 21Q: 3 clusters Score -2.274878e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -22750272.000000 Penalty: 6006.310059
	Iteration 22Q: 3 clusters Score -2.275027e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -22752080.000000 Penalty: 6006.310059
	Iteration 23Q: 3 clusters Score -2.275208e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -22754106.000000 Penalty: 6006.310059
	Iteration 24Q: 3 clusters Score -2.275411e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -22755962.000000 Penalty: 6006.310059
	Iteration 25Q: 3 clusters Score -2.275596e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -22757592.000000 Penalty: 6006.310059
	Iteration 26Q: 3 clusters Score -2.275759e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -22759190.000000 Penalty: 6006.310059
	Iteration 27Q: 3 clusters Score -2.275919e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -22760284.000000 Penalty: 6006.310059
	Iteration 28Q: 3 clusters Score -2.276028e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159092 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -22761296.000000 Penalty: 6006.310059
	Iteration 29Q: 3 clusters Score -2.27613e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -22761894.000000 Penalty: 6006.310059
	Iteration 30Q: 3 clusters Score -2.276189e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -22762374.000000 Penalty: 6006.310059
	Iteration 31Q: 3 clusters Score -2.276237e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -22762682.000000 Penalty: 6006.310059
	Iteration 32Q: 3 clusters Score -2.276268e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165447 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -22762852.000000 Penalty: 6006.310059
	Iteration 33Q: 3 clusters Score -2.276285e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -22763036.000000 Penalty: 6006.310059
	Iteration 34Q: 3 clusters Score -2.276304e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167618 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -22763078.000000 Penalty: 6006.310059
	Iteration 35Q: 3 clusters Score -2.276308e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -22763156.000000 Penalty: 6006.310059
	Iteration 36Q: 3 clusters Score -2.276316e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -22763234.000000 Penalty: 6006.310059
	Iteration 37Q: 3 clusters Score -2.276323e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -22763330.000000 Penalty: 6006.310059
	Iteration 38Q: 3 clusters Score -2.276333e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -22763316.000000 Penalty: 6006.310059
	Iteration 39Q: 3 clusters Score -2.276332e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -22763382.000000 Penalty: 6006.310059
	Iteration 40F: 3 clusters Score -2.276338e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -22763392.000000 Penalty: 6006.310059
	Iteration 41Q: 3 clusters Score -2.276339e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -22763422.000000 Penalty: 6006.310059
	Iteration 42Q: 3 clusters Score -2.276342e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172841 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -22763454.000000 Penalty: 6006.310059
	Iteration 43Q: 3 clusters Score -2.276345e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173235 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -22763378.000000 Penalty: 6006.310059
	Iteration 44Q: 3 clusters Score -2.276338e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173597 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -22763400.000000 Penalty: 6006.310059
	Iteration 45Q: 3 clusters Score -2.27634e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -22763432.000000 Penalty: 6006.310059
	Iteration 46Q: 3 clusters Score -2.276343e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -22763452.000000 Penalty: 6006.310059
	Iteration 47Q: 3 clusters Score -2.276345e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174545 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -22763440.000000 Penalty: 6006.310059
	Iteration 48Q: 3 clusters Score -2.276344e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -22763476.000000 Penalty: 6006.310059
	Iteration 49Q: 3 clusters Score -2.276348e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175057 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -22763482.000000 Penalty: 6006.310059
	Iteration 50Q: 3 clusters Score -2.276348e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175279 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -22763434.000000 Penalty: 6006.310059
	Iteration 51Q: 3 clusters Score -2.276343e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -22763436.000000 Penalty: 6006.310059
	Iteration 52Q: 3 clusters Score -2.276344e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175665 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -22763398.000000 Penalty: 6006.310059
	Iteration 53Q: 3 clusters Score -2.27634e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -22763404.000000 Penalty: 6006.310059
	Iteration 54Q: 3 clusters Score -2.27634e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175995 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -22763362.000000 Penalty: 6006.310059
	Iteration 55Q: 3 clusters Score -2.276336e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -22763322.000000 Penalty: 6006.310059
	Iteration 56Q: 3 clusters Score -2.276332e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -22763306.000000 Penalty: 6006.310059
	Iteration 57Q: 3 clusters Score -2.276331e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176374 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -22763376.000000 Penalty: 6006.310059
	Iteration 58Q: 3 clusters Score -2.276338e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -22763358.000000 Penalty: 6006.310059
	Iteration 59Q: 3 clusters Score -2.276336e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -22763352.000000 Penalty: 6006.310059
	Iteration 60F: 3 clusters Score -2.276335e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176680 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -22763322.000000 Penalty: 6006.310059
	Iteration 61Q: 3 clusters Score -2.276332e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176764 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -22763332.000000 Penalty: 6006.310059
	Iteration 62Q: 3 clusters Score -2.276333e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176838 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -22763340.000000 Penalty: 6006.310059
	Iteration 63Q: 3 clusters Score -2.276334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176919 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -22763316.000000 Penalty: 6006.310059
	Iteration 64Q: 3 clusters Score -2.276332e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176992 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -22763324.000000 Penalty: 6006.310059
	Iteration 65Q: 3 clusters Score -2.276332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22763310.000000 Penalty: 6006.310059
	Iteration 66Q: 3 clusters Score -2.276331e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177126 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -22763288.000000 Penalty: 6006.310059
	Iteration 67Q: 3 clusters Score -2.276329e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177177 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -22763278.000000 Penalty: 6006.310059
	Iteration 68Q: 3 clusters Score -2.276328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177219 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -22763284.000000 Penalty: 6006.310059
	Iteration 69Q: 3 clusters Score -2.276328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -22763296.000000 Penalty: 6006.310059
	Iteration 70Q: 3 clusters Score -2.27633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177288 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -22763310.000000 Penalty: 6006.310059
	Iteration 71Q: 3 clusters Score -2.276331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177316 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -22763332.000000 Penalty: 6006.310059
	Iteration 72Q: 3 clusters Score -2.276333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -22763336.000000 Penalty: 6006.310059
	Iteration 73Q: 3 clusters Score -2.276334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177365 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -22763316.000000 Penalty: 6006.310059
	Iteration 74Q: 3 clusters Score -2.276332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -22763260.000000 Penalty: 6006.310059
	Iteration 75Q: 3 clusters Score -2.276326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -22763240.000000 Penalty: 6006.310059
	Iteration 76Q: 3 clusters Score -2.276324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177462 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -22763250.000000 Penalty: 6006.310059
	Iteration 77Q: 3 clusters Score -2.276325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -22763216.000000 Penalty: 6006.310059
	Iteration 78Q: 3 clusters Score -2.276322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177533 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -22763198.000000 Penalty: 6006.310059
	Iteration 79Q: 3 clusters Score -2.27632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -22763220.000000 Penalty: 6006.310059
	Iteration 80F: 3 clusters Score -2.276322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177606 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -22763218.000000 Penalty: 6006.310059
	Iteration 81Q: 3 clusters Score -2.276322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -22763202.000000 Penalty: 6006.310059
	Iteration 82Q: 3 clusters Score -2.27632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -22763182.000000 Penalty: 6006.310059
	Iteration 83Q: 3 clusters Score -2.276318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -22763182.000000 Penalty: 6006.310059
	Iteration 84Q: 3 clusters Score -2.276318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -22763172.000000 Penalty: 6006.310059
	Iteration 85Q: 3 clusters Score -2.276317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177719 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -22763158.000000 Penalty: 6006.310059
	Iteration 86Q: 3 clusters Score -2.276316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -22763172.000000 Penalty: 6006.310059
	Iteration 87Q: 3 clusters Score -2.276317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177770 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -22763190.000000 Penalty: 6006.310059
	Iteration 88Q: 3 clusters Score -2.276319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177795 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -22763156.000000 Penalty: 6006.310059
	Iteration 89Q: 3 clusters Score -2.276316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177814 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -22763156.000000 Penalty: 6006.310059
	Iteration 90Q: 3 clusters Score -2.276316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177829 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -22763156.000000 Penalty: 6006.310059
	Iteration 91Q: 3 clusters Score -2.276316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -22763146.000000 Penalty: 6006.310059
	Iteration 92Q: 3 clusters Score -2.276315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177860 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -22763152.000000 Penalty: 6006.310059
	Iteration 93Q: 3 clusters Score -2.276315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -22763156.000000 Penalty: 6006.310059
	Iteration 94Q: 3 clusters Score -2.276316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177887 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -22763146.000000 Penalty: 6006.310059
	Iteration 95Q: 3 clusters Score -2.276315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177898 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -22763144.000000 Penalty: 6006.310059
	Iteration 96Q: 3 clusters Score -2.276314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177906 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22763148.000000 Penalty: 6006.310059
	Iteration 97Q: 3 clusters Score -2.276315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177913 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -22763148.000000 Penalty: 6006.310059
	Iteration 98Q: 3 clusters Score -2.276315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -22763142.000000 Penalty: 6006.310059
	Iteration 99Q: 3 clusters Score -2.276314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177917 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -22763146.000000 Penalty: 6006.310059
	Iteration 100F: 3 clusters Score -2.276315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177923 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -22763162.000000 Penalty: 6006.310059
	Iteration 101Q: 3 clusters Score -2.276316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -22763142.000000 Penalty: 6006.310059
	Iteration 102Q: 3 clusters Score -2.276314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177937 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22763152.000000 Penalty: 6006.310059
	Iteration 103Q: 3 clusters Score -2.276315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177946 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -22763178.000000 Penalty: 6006.310059
	Iteration 104Q: 3 clusters Score -2.276318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177947 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -22763178.000000 Penalty: 6006.310059
	Iteration 105Q: 3 clusters Score -2.276318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177949 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -22763158.000000 Penalty: 6006.310059
	Iteration 106Q: 3 clusters Score -2.276316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -22763152.000000 Penalty: 6006.310059
	Iteration 107Q: 3 clusters Score -2.276315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -22763148.000000 Penalty: 6006.310059
	Iteration 108Q: 3 clusters Score -2.276315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177958 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -22763164.000000 Penalty: 6006.310059
	Iteration 109Q: 3 clusters Score -2.276316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177963 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -22763156.000000 Penalty: 6006.310059
	Iteration 110Q: 3 clusters Score -2.276316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177968 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -22763166.000000 Penalty: 6006.310059
	Iteration 111Q: 3 clusters Score -2.276317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177972 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -22763144.000000 Penalty: 6006.310059
	Iteration 112Q: 3 clusters Score -2.276314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177976 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22763150.000000 Penalty: 6006.310059
	Iteration 113Q: 3 clusters Score -2.276315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177982 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -22763146.000000 Penalty: 6006.310059
	Iteration 114Q: 3 clusters Score -2.276315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177987 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -22763136.000000 Penalty: 6006.310059
	Iteration 115Q: 3 clusters Score -2.276314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -22763118.000000 Penalty: 6006.310059
	Iteration 116Q: 3 clusters Score -2.276312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177995 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -22763130.000000 Penalty: 6006.310059
	Iteration 117Q: 3 clusters Score -2.276313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177996 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -22763136.000000 Penalty: 6006.310059
	Iteration 118Q: 3 clusters Score -2.276314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177998 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22763138.000000 Penalty: 6006.310059
	Iteration 119Q: 3 clusters Score -2.276314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177998 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22763122.000000 Penalty: 6006.310059
	Iteration 120F: 3 clusters Score -2.276312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177999 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -22763126.000000 Penalty: 6006.310059
	Iteration 121Q: 3 clusters Score -2.276313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178000 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -22763138.000000 Penalty: 6006.310059
	Iteration 122Q: 3 clusters Score -2.276314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -22763132.000000 Penalty: 6006.310059
	Iteration 123Q: 3 clusters Score -2.276313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -22763132.000000 Penalty: 6006.310059
	Iteration 124F: 3 clusters Score -2.276313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -1006470.062500 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -1006470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -999715.875000 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -999715.9 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1001681.062500 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -1001681 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1002175.750000 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -1002176 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1002659.812500 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -1002660 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1003174.250000 Penalty: 4484.088379
	Iteration 4F: 3 clusters Score -1003174 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1003668.000000 Penalty: 4484.088379
	Iteration 5F: 3 clusters Score -1003668 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1004104.562500 Penalty: 4484.088379
	Iteration 6F: 3 clusters Score -1004105 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1004482.312500 Penalty: 4484.088379
	Iteration 7F: 3 clusters Score -1004482 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1004749.437500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -1004749 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1004936.187500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -1004936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1005053.625000 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -1005054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1005140.562500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -1005141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1005209.937500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -1005210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1005253.750000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -1005254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1005306.125000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -1005306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1005354.750000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -1005355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1005381.187500 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -1005381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1005400.687500 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -1005401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1005411.812500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -1005412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1005429.562500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -1005430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1005449.125000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -1005449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1005463.375000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -1005463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1005471.312500 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -1005471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1005479.250000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -1005479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1005484.937500 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -1005485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1005487.437500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -1005487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1005489.812500 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -1005490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1005492.125000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -1005492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1005492.875000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -1005493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1005492.000000 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -1005492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1005492.000000 Penalty: 4484.088379
	Iteration 30F: 3 clusters Score -1005492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Entering Unmasked Estep 
Score: -2933716.250000 Penalty: 2491.199707
	Iteration 0F: 2 clusters Score -2933716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2917751.250000 Penalty: 4982.399414
	Iteration 0F: 3 clusters Score -2917751 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2923243.750000 Penalty: 4982.399414
	Iteration 1F: 3 clusters Score -2923244 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2923703.500000 Penalty: 4982.399414
	Iteration 2F: 3 clusters Score -2923704 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2924133.000000 Penalty: 4982.399414
	Iteration 3Q: 3 clusters Score -2924133 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2924514.000000 Penalty: 4982.399414
	Iteration 4Q: 3 clusters Score -2924514 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2924914.750000 Penalty: 4982.399414
	Iteration 5Q: 3 clusters Score -2924915 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2925394.750000 Penalty: 4982.399414
	Iteration 6Q: 3 clusters Score -2925395 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2926004.750000 Penalty: 4982.399414
	Iteration 7F: 3 clusters Score -2926005 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2926794.000000 Penalty: 4982.399414
	Iteration 8F: 3 clusters Score -2926794 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2927749.000000 Penalty: 4982.399414
	Iteration 9F: 3 clusters Score -2927749 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2928801.000000 Penalty: 4982.399414
	Iteration 10F: 3 clusters Score -2928801 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2929757.750000 Penalty: 4982.399414
	Iteration 11F: 3 clusters Score -2929758 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2930394.750000 Penalty: 4982.399414
	Iteration 12Q: 3 clusters Score -2930395 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2930776.000000 Penalty: 4982.399414
	Iteration 13Q: 3 clusters Score -2930776 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2930985.500000 Penalty: 4982.399414
	Iteration 14Q: 3 clusters Score -2930986 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2931150.000000 Penalty: 4982.399414
	Iteration 15Q: 3 clusters Score -2931150 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2931282.750000 Penalty: 4982.399414
	Iteration 16Q: 3 clusters Score -2931283 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2931395.500000 Penalty: 4982.399414
	Iteration 17Q: 3 clusters Score -2931396 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2931498.750000 Penalty: 4982.399414
	Iteration 18Q: 3 clusters Score -2931499 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2931581.750000 Penalty: 4982.399414
	Iteration 19Q: 3 clusters Score -2931582 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2931655.250000 Penalty: 4982.399414
	Iteration 20F: 3 clusters Score -2931655 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2931716.750000 Penalty: 4982.399414
	Iteration 21Q: 3 clusters Score -2931717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2931768.000000 Penalty: 4982.399414
	Iteration 22Q: 3 clusters Score -2931768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2931836.500000 Penalty: 4982.399414
	Iteration 23Q: 3 clusters Score -2931836 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2931883.750000 Penalty: 4982.399414
	Iteration 24Q: 3 clusters Score -2931884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2931934.000000 Penalty: 4982.399414
	Iteration 25Q: 3 clusters Score -2931934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2931987.000000 Penalty: 4982.399414
	Iteration 26Q: 3 clusters Score -2931987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2932046.750000 Penalty: 4982.399414
	Iteration 27Q: 3 clusters Score -2932047 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2932079.750000 Penalty: 4982.399414
	Iteration 28Q: 3 clusters Score -2932080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2932115.500000 Penalty: 4982.399414
	Iteration 29Q: 3 clusters Score -2932116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2932157.750000 Penalty: 4982.399414
	Iteration 30Q: 3 clusters Score -2932158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2932177.250000 Penalty: 4982.399414
	Iteration 31Q: 3 clusters Score -2932177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2932201.750000 Penalty: 4982.399414
	Iteration 32Q: 3 clusters Score -2932202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2932232.750000 Penalty: 4982.399414
	Iteration 33Q: 3 clusters Score -2932233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2932241.750000 Penalty: 4982.399414
	Iteration 34Q: 3 clusters Score -2932242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2932271.000000 Penalty: 4982.399414
	Iteration 35Q: 3 clusters Score -2932271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2932284.750000 Penalty: 4982.399414
	Iteration 36Q: 3 clusters Score -2932285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2932301.250000 Penalty: 4982.399414
	Iteration 37Q: 3 clusters Score -2932301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2932303.750000 Penalty: 4982.399414
	Iteration 38Q: 3 clusters Score -2932304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2932318.000000 Penalty: 4982.399414
	Iteration 39Q: 3 clusters Score -2932318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2932328.250000 Penalty: 4982.399414
	Iteration 40F: 3 clusters Score -2932328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2932347.250000 Penalty: 4982.399414
	Iteration 41Q: 3 clusters Score -2932347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2932345.250000 Penalty: 4982.399414
	Iteration 42Q: 3 clusters Score -2932345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2932347.750000 Penalty: 4982.399414
	Iteration 43Q: 3 clusters Score -2932348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2932351.750000 Penalty: 4982.399414
	Iteration 44Q: 3 clusters Score -2932352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2932353.750000 Penalty: 4982.399414
	Iteration 45Q: 3 clusters Score -2932354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2932357.250000 Penalty: 4982.399414
	Iteration 46Q: 3 clusters Score -2932357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2932352.500000 Penalty: 4982.399414
	Iteration 47Q: 3 clusters Score -2932352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2932352.500000 Penalty: 4982.399414
	Iteration 48F: 3 clusters Score -2932352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (82580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Entering Unmasked Estep 
Score: -10087676.000000 Penalty: 2807.737549
	Iteration 0F: 2 clusters Score -1.008768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -10032394.000000 Penalty: 5615.475098
	Iteration 0F: 3 clusters Score -1.003239e+07 nChanged 38944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -10054138.000000 Penalty: 5615.475098
	Iteration 1F: 3 clusters Score -1.005414e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -10054722.000000 Penalty: 5615.475098
	Iteration 2Q: 3 clusters Score -1.005472e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -10055306.000000 Penalty: 5615.475098
	Iteration 3Q: 3 clusters Score -1.005531e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -10056191.000000 Penalty: 5615.475098
	Iteration 4Q: 3 clusters Score -1.005619e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -10057422.000000 Penalty: 5615.475098
	Iteration 5Q: 3 clusters Score -1.005742e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -10059394.000000 Penalty: 5615.475098
	Iteration 6F: 3 clusters Score -1.005939e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -10062327.000000 Penalty: 5615.475098
	Iteration 7F: 3 clusters Score -1.006233e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -10066166.000000 Penalty: 5615.475098
	Iteration 8F: 3 clusters Score -1.006617e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -10070075.000000 Penalty: 5615.475098
	Iteration 9F: 3 clusters Score -1.007008e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -10073460.000000 Penalty: 5615.475098
	Iteration 10F: 3 clusters Score -1.007346e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -10076486.000000 Penalty: 5615.475098
	Iteration 11Q: 3 clusters Score -1.007649e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -10079513.000000 Penalty: 5615.475098
	Iteration 12Q: 3 clusters Score -1.007951e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -10082514.000000 Penalty: 5615.475098
	Iteration 13Q: 3 clusters Score -1.008251e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10084284.000000 Penalty: 5615.475098
	Iteration 14Q: 3 clusters Score -1.008428e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10084855.000000 Penalty: 5615.475098
	Iteration 15Q: 3 clusters Score -1.008486e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10085067.000000 Penalty: 5615.475098
	Iteration 16Q: 3 clusters Score -1.008507e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10085142.000000 Penalty: 5615.475098
	Iteration 17Q: 3 clusters Score -1.008514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10085175.000000 Penalty: 5615.475098
	Iteration 18Q: 3 clusters Score -1.008518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10085208.000000 Penalty: 5615.475098
	Iteration 19Q: 3 clusters Score -1.008521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10085208.000000 Penalty: 5615.475098
	Iteration 20F: 3 clusters Score -1.008521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10085224.000000 Penalty: 5615.475098
	Iteration 21Q: 3 clusters Score -1.008522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10085225.000000 Penalty: 5615.475098
	Iteration 22Q: 3 clusters Score -1.008522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10085227.000000 Penalty: 5615.475098
	Iteration 23Q: 3 clusters Score -1.008523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10085227.000000 Penalty: 5615.475098
	Iteration 24Q: 3 clusters Score -1.008523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10085231.000000 Penalty: 5615.475098
	Iteration 25Q: 3 clusters Score -1.008523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10085245.000000 Penalty: 5615.475098
	Iteration 26Q: 3 clusters Score -1.008524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10085245.000000 Penalty: 5615.475098
	Iteration 27F: 3 clusters Score -1.008524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -407288.406250 Penalty: 2008.086304
	Iteration 0F: 2 clusters Score -407288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -403861.250000 Penalty: 4016.172607
	Iteration 0F: 3 clusters Score -403861.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -404568.875000 Penalty: 4016.172607
	Iteration 1F: 3 clusters Score -404568.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -404703.562500 Penalty: 4016.172607
	Iteration 2F: 3 clusters Score -404703.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -404789.625000 Penalty: 4016.172607
	Iteration 3Q: 3 clusters Score -404789.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -404848.906250 Penalty: 4016.172607
	Iteration 4Q: 3 clusters Score -404848.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -404894.906250 Penalty: 4016.172607
	Iteration 5Q: 3 clusters Score -404894.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -404935.875000 Penalty: 4016.172607
	Iteration 6Q: 3 clusters Score -404935.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -404967.000000 Penalty: 4016.172607
	Iteration 7Q: 3 clusters Score -404967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -404988.906250 Penalty: 4016.172607
	Iteration 8Q: 3 clusters Score -404988.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -405004.937500 Penalty: 4016.172607
	Iteration 9Q: 3 clusters Score -405004.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405025.468750 Penalty: 4016.172607
	Iteration 10Q: 3 clusters Score -405025.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -405049.875000 Penalty: 4016.172607
	Iteration 11Q: 3 clusters Score -405049.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -405062.562500 Penalty: 4016.172607
	Iteration 12Q: 3 clusters Score -405062.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -405071.625000 Penalty: 4016.172607
	Iteration 13Q: 3 clusters Score -405071.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -405075.312500 Penalty: 4016.172607
	Iteration 14Q: 3 clusters Score -405075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -405076.500000 Penalty: 4016.172607
	Iteration 15Q: 3 clusters Score -405076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -405076.843750 Penalty: 4016.172607
	Iteration 16Q: 3 clusters Score -405076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -405076.843750 Penalty: 4016.172607
	Iteration 17F: 3 clusters Score -405076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -117916.890625 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -117916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116013.929688 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -116013.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116376.882812 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -116376.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116570.039062 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -116570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116710.781250 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -116710.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116853.148438 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -116853.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116953.992188 Penalty: 3451.861816
	Iteration 5F: 3 clusters Score -116954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116996.695312 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -116996.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117024.968750 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -117025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117049.343750 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -117049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117065.218750 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -117065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -117081.156250 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -117081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -117091.359375 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -117091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117102.421875 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -117102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117103.781250 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -117103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117107.023438 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -117107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117109.648438 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -117109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117112.562500 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -117112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117115.117188 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -117115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117118.054688 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -117118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117118.054688 Penalty: 3451.861816
	Iteration 19F: 3 clusters Score -117118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17123.998047 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17338.789062 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17338.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17470.314453 Penalty: 2615.407959
	Iteration 2F: 3 clusters Score -17470.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17621.421875 Penalty: 2615.407959
	Iteration 3F: 3 clusters Score -17621.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17690.126953 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17690.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17728.460938 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -17728.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17728.460938 Penalty: 2615.407959
	Iteration 6F: 3 clusters Score -17728.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160366 members 
Entering Unmasked Estep 
Score: -20194462.000000 Penalty: 2972.333008
	Iteration 0F: 2 clusters Score -2.019446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -20091240.000000 Penalty: 5944.666016
	Iteration 0F: 3 clusters Score -2.009124e+07 nChanged 76496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -20135586.000000 Penalty: 5944.666016
	Iteration 1F: 3 clusters Score -2.013559e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -20136726.000000 Penalty: 5944.666016
	Iteration 2Q: 3 clusters Score -2.013673e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -20138014.000000 Penalty: 5944.666016
	Iteration 3Q: 3 clusters Score -2.013801e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -20139450.000000 Penalty: 5944.666016
	Iteration 4Q: 3 clusters Score -2.013945e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -20141410.000000 Penalty: 5944.666016
	Iteration 5Q: 3 clusters Score -2.014141e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -20144006.000000 Penalty: 5944.666016
	Iteration 6Q: 3 clusters Score -2.014401e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -20147712.000000 Penalty: 5944.666016
	Iteration 7Q: 3 clusters Score -2.014771e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -20152700.000000 Penalty: 5944.666016
	Iteration 8F: 3 clusters Score -2.01527e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -20159484.000000 Penalty: 5944.666016
	Iteration 9F: 3 clusters Score -2.015948e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -20166210.000000 Penalty: 5944.666016
	Iteration 10F: 3 clusters Score -2.016621e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -20170416.000000 Penalty: 5944.666016
	Iteration 11F: 3 clusters Score -2.017042e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -20172076.000000 Penalty: 5944.666016
	Iteration 12Q: 3 clusters Score -2.017208e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -20172784.000000 Penalty: 5944.666016
	Iteration 13Q: 3 clusters Score -2.017278e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -20173360.000000 Penalty: 5944.666016
	Iteration 14Q: 3 clusters Score -2.017336e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -20174066.000000 Penalty: 5944.666016
	Iteration 15Q: 3 clusters Score -2.017407e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -20174532.000000 Penalty: 5944.666016
	Iteration 16Q: 3 clusters Score -2.017453e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112861 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -20175132.000000 Penalty: 5944.666016
	Iteration 17Q: 3 clusters Score -2.017513e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -20175872.000000 Penalty: 5944.666016
	Iteration 18Q: 3 clusters Score -2.017587e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -20176598.000000 Penalty: 5944.666016
	Iteration 19Q: 3 clusters Score -2.01766e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -20177458.000000 Penalty: 5944.666016
	Iteration 20F: 3 clusters Score -2.017746e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -20178492.000000 Penalty: 5944.666016
	Iteration 21Q: 3 clusters Score -2.017849e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125997 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -20179778.000000 Penalty: 5944.666016
	Iteration 22Q: 3 clusters Score -2.017978e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128786 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -20181022.000000 Penalty: 5944.666016
	Iteration 23Q: 3 clusters Score -2.018102e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -20182318.000000 Penalty: 5944.666016
	Iteration 24Q: 3 clusters Score -2.018232e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -20183524.000000 Penalty: 5944.666016
	Iteration 25Q: 3 clusters Score -2.018352e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136687 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -20184814.000000 Penalty: 5944.666016
	Iteration 26Q: 3 clusters Score -2.018481e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139063 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -20186050.000000 Penalty: 5944.666016
	Iteration 27Q: 3 clusters Score -2.018605e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -20187216.000000 Penalty: 5944.666016
	Iteration 28Q: 3 clusters Score -2.018722e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -20188264.000000 Penalty: 5944.666016
	Iteration 29Q: 3 clusters Score -2.018826e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -20189158.000000 Penalty: 5944.666016
	Iteration 30Q: 3 clusters Score -2.018916e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -20189842.000000 Penalty: 5944.666016
	Iteration 31Q: 3 clusters Score -2.018984e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148336 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -20190478.000000 Penalty: 5944.666016
	Iteration 32Q: 3 clusters Score -2.019048e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -20191002.000000 Penalty: 5944.666016
	Iteration 33Q: 3 clusters Score -2.0191e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -20191340.000000 Penalty: 5944.666016
	Iteration 34Q: 3 clusters Score -2.019134e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -20191598.000000 Penalty: 5944.666016
	Iteration 35Q: 3 clusters Score -2.01916e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -20191870.000000 Penalty: 5944.666016
	Iteration 36Q: 3 clusters Score -2.019187e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -20192036.000000 Penalty: 5944.666016
	Iteration 37Q: 3 clusters Score -2.019204e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -20192248.000000 Penalty: 5944.666016
	Iteration 38Q: 3 clusters Score -2.019225e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -20192264.000000 Penalty: 5944.666016
	Iteration 39Q: 3 clusters Score -2.019226e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -20192354.000000 Penalty: 5944.666016
	Iteration 40F: 3 clusters Score -2.019235e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -20192382.000000 Penalty: 5944.666016
	Iteration 41Q: 3 clusters Score -2.019238e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156497 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -20192410.000000 Penalty: 5944.666016
	Iteration 42Q: 3 clusters Score -2.019241e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -20192436.000000 Penalty: 5944.666016
	Iteration 43Q: 3 clusters Score -2.019244e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157059 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -20192402.000000 Penalty: 5944.666016
	Iteration 44Q: 3 clusters Score -2.01924e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20192412.000000 Penalty: 5944.666016
	Iteration 45Q: 3 clusters Score -2.019241e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157524 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -20192386.000000 Penalty: 5944.666016
	Iteration 46Q: 3 clusters Score -2.019239e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157728 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -20192378.000000 Penalty: 5944.666016
	Iteration 47Q: 3 clusters Score -2.019238e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157928 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20192398.000000 Penalty: 5944.666016
	Iteration 48Q: 3 clusters Score -2.01924e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158102 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -20192354.000000 Penalty: 5944.666016
	Iteration 49Q: 3 clusters Score -2.019235e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158268 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20192378.000000 Penalty: 5944.666016
	Iteration 50Q: 3 clusters Score -2.019238e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -20192382.000000 Penalty: 5944.666016
	Iteration 51Q: 3 clusters Score -2.019238e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20192372.000000 Penalty: 5944.666016
	Iteration 52Q: 3 clusters Score -2.019237e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -20192410.000000 Penalty: 5944.666016
	Iteration 53Q: 3 clusters Score -2.019241e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -20192374.000000 Penalty: 5944.666016
	Iteration 54Q: 3 clusters Score -2.019237e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158844 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -20192376.000000 Penalty: 5944.666016
	Iteration 55Q: 3 clusters Score -2.019238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20192366.000000 Penalty: 5944.666016
	Iteration 56Q: 3 clusters Score -2.019237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -20192386.000000 Penalty: 5944.666016
	Iteration 57Q: 3 clusters Score -2.019239e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20192396.000000 Penalty: 5944.666016
	Iteration 58Q: 3 clusters Score -2.01924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20192400.000000 Penalty: 5944.666016
	Iteration 59Q: 3 clusters Score -2.01924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20192376.000000 Penalty: 5944.666016
	Iteration 60F: 3 clusters Score -2.019238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159113 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20192378.000000 Penalty: 5944.666016
	Iteration 61Q: 3 clusters Score -2.019238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20192390.000000 Penalty: 5944.666016
	Iteration 62Q: 3 clusters Score -2.019239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159152 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20192364.000000 Penalty: 5944.666016
	Iteration 63Q: 3 clusters Score -2.019236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -20192366.000000 Penalty: 5944.666016
	Iteration 64Q: 3 clusters Score -2.019237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20192356.000000 Penalty: 5944.666016
	Iteration 65Q: 3 clusters Score -2.019236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159203 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20192358.000000 Penalty: 5944.666016
	Iteration 66Q: 3 clusters Score -2.019236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20192362.000000 Penalty: 5944.666016
	Iteration 67Q: 3 clusters Score -2.019236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20192362.000000 Penalty: 5944.666016
	Iteration 68Q: 3 clusters Score -2.019236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -20192350.000000 Penalty: 5944.666016
	Iteration 69Q: 3 clusters Score -2.019235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20192366.000000 Penalty: 5944.666016
	Iteration 70Q: 3 clusters Score -2.019237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -20192370.000000 Penalty: 5944.666016
	Iteration 71Q: 3 clusters Score -2.019237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20192374.000000 Penalty: 5944.666016
	Iteration 72Q: 3 clusters Score -2.019237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159258 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20192362.000000 Penalty: 5944.666016
	Iteration 73Q: 3 clusters Score -2.019236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159261 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20192350.000000 Penalty: 5944.666016
	Iteration 74Q: 3 clusters Score -2.019235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20192354.000000 Penalty: 5944.666016
	Iteration 75Q: 3 clusters Score -2.019235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20192360.000000 Penalty: 5944.666016
	Iteration 76Q: 3 clusters Score -2.019236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20192352.000000 Penalty: 5944.666016
	Iteration 77Q: 3 clusters Score -2.019235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20192350.000000 Penalty: 5944.666016
	Iteration 78Q: 3 clusters Score -2.019235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20192350.000000 Penalty: 5944.666016
	Iteration 79F: 3 clusters Score -2.019235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -84291.273438 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -84291.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82578.812500 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -82578.81 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83058.218750 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -83058.22 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83435.937500 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -83435.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83941.742188 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -83941.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84330.304688 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -84330.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84678.203125 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -84678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85094.828125 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -85094.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85150.906250 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -85150.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85220.226562 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -85220.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85257.984375 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -85257.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85258.898438 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -85258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85258.898438 Penalty: 3333.229248
	Iteration 11F: 3 clusters Score -85258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 82580 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160366 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 28725 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 200937 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160376 members 
Entering Unmasked Estep 
Score: -105739224.000000 Penalty: 71147.250000
Splitting cluster 9 changes total score from -105739944.000000 to -105739224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 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 263 members 
Entering Unmasked Estep 
Score: -65630.445312 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65630.45 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65818.156250 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65818.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65868.187500 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65868.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65886.609375 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65886.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65888.742188 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65888.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65888.742188 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -65888.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Entering Unmasked Estep 
Score: -3650782.500000 Penalty: 2545.849609
	Iteration 0F: 2 clusters Score -3650782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3631212.000000 Penalty: 5091.699219
	Iteration 0F: 3 clusters Score -3631212 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3638106.000000 Penalty: 5091.699219
	Iteration 1F: 3 clusters Score -3638106 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3638604.750000 Penalty: 5091.699219
	Iteration 2Q: 3 clusters Score -3638605 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3639158.750000 Penalty: 5091.699219
	Iteration 3Q: 3 clusters Score -3639159 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3639790.500000 Penalty: 5091.699219
	Iteration 4Q: 3 clusters Score -3639790 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3640610.250000 Penalty: 5091.699219
	Iteration 5Q: 3 clusters Score -3640610 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3641543.250000 Penalty: 5091.699219
	Iteration 6F: 3 clusters Score -3641543 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3642603.000000 Penalty: 5091.699219
	Iteration 7F: 3 clusters Score -3642603 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3643745.500000 Penalty: 5091.699219
	Iteration 8F: 3 clusters Score -3643746 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3644799.000000 Penalty: 5091.699219
	Iteration 9F: 3 clusters Score -3644799 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3645553.500000 Penalty: 5091.699219
	Iteration 10F: 3 clusters Score -3645554 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3646056.250000 Penalty: 5091.699219
	Iteration 11Q: 3 clusters Score -3646056 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3646340.250000 Penalty: 5091.699219
	Iteration 12Q: 3 clusters Score -3646340 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3646483.750000 Penalty: 5091.699219
	Iteration 13Q: 3 clusters Score -3646484 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3646586.750000 Penalty: 5091.699219
	Iteration 14Q: 3 clusters Score -3646587 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3646671.250000 Penalty: 5091.699219
	Iteration 15Q: 3 clusters Score -3646671 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3646729.250000 Penalty: 5091.699219
	Iteration 16Q: 3 clusters Score -3646729 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3646798.500000 Penalty: 5091.699219
	Iteration 17Q: 3 clusters Score -3646798 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3646884.750000 Penalty: 5091.699219
	Iteration 18Q: 3 clusters Score -3646885 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3646924.500000 Penalty: 5091.699219
	Iteration 19Q: 3 clusters Score -3646924 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3646967.500000 Penalty: 5091.699219
	Iteration 20F: 3 clusters Score -3646968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3646998.500000 Penalty: 5091.699219
	Iteration 21Q: 3 clusters Score -3646998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3647021.500000 Penalty: 5091.699219
	Iteration 22Q: 3 clusters Score -3647022 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3647055.250000 Penalty: 5091.699219
	Iteration 23Q: 3 clusters Score -3647055 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3647106.500000 Penalty: 5091.699219
	Iteration 24Q: 3 clusters Score -3647106 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3647128.500000 Penalty: 5091.699219
	Iteration 25Q: 3 clusters Score -3647128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3647159.750000 Penalty: 5091.699219
	Iteration 26Q: 3 clusters Score -3647160 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3647198.750000 Penalty: 5091.699219
	Iteration 27Q: 3 clusters Score -3647199 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3647231.750000 Penalty: 5091.699219
	Iteration 28Q: 3 clusters Score -3647232 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3647293.750000 Penalty: 5091.699219
	Iteration 29Q: 3 clusters Score -3647294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3647346.250000 Penalty: 5091.699219
	Iteration 30Q: 3 clusters Score -3647346 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3647405.750000 Penalty: 5091.699219
	Iteration 31Q: 3 clusters Score -3647406 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3647465.000000 Penalty: 5091.699219
	Iteration 32Q: 3 clusters Score -3647465 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3647509.000000 Penalty: 5091.699219
	Iteration 33Q: 3 clusters Score -3647509 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3647562.750000 Penalty: 5091.699219
	Iteration 34Q: 3 clusters Score -3647563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3647625.250000 Penalty: 5091.699219
	Iteration 35Q: 3 clusters Score -3647625 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3647674.000000 Penalty: 5091.699219
	Iteration 36Q: 3 clusters Score -3647674 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3647743.000000 Penalty: 5091.699219
	Iteration 37Q: 3 clusters Score -3647743 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3647801.000000 Penalty: 5091.699219
	Iteration 38Q: 3 clusters Score -3647801 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3647854.750000 Penalty: 5091.699219
	Iteration 39Q: 3 clusters Score -3647855 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3647913.000000 Penalty: 5091.699219
	Iteration 40F: 3 clusters Score -3647913 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3648003.500000 Penalty: 5091.699219
	Iteration 41Q: 3 clusters Score -3648004 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3648065.500000 Penalty: 5091.699219
	Iteration 42Q: 3 clusters Score -3648066 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3648142.750000 Penalty: 5091.699219
	Iteration 43Q: 3 clusters Score -3648143 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3648209.750000 Penalty: 5091.699219
	Iteration 44Q: 3 clusters Score -3648210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3648291.500000 Penalty: 5091.699219
	Iteration 45Q: 3 clusters Score -3648292 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3648361.250000 Penalty: 5091.699219
	Iteration 46Q: 3 clusters Score -3648361 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3648452.250000 Penalty: 5091.699219
	Iteration 47Q: 3 clusters Score -3648452 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3648513.750000 Penalty: 5091.699219
	Iteration 48Q: 3 clusters Score -3648514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3648590.000000 Penalty: 5091.699219
	Iteration 49Q: 3 clusters Score -3648590 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3648669.750000 Penalty: 5091.699219
	Iteration 50Q: 3 clusters Score -3648670 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3648737.500000 Penalty: 5091.699219
	Iteration 51Q: 3 clusters Score -3648738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3648796.500000 Penalty: 5091.699219
	Iteration 52Q: 3 clusters Score -3648796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3648843.750000 Penalty: 5091.699219
	Iteration 53Q: 3 clusters Score -3648844 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3648903.000000 Penalty: 5091.699219
	Iteration 54Q: 3 clusters Score -3648903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3648943.250000 Penalty: 5091.699219
	Iteration 55Q: 3 clusters Score -3648943 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3649000.500000 Penalty: 5091.699219
	Iteration 56Q: 3 clusters Score -3649000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3649057.750000 Penalty: 5091.699219
	Iteration 57Q: 3 clusters Score -3649058 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3649134.000000 Penalty: 5091.699219
	Iteration 58Q: 3 clusters Score -3649134 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3649200.500000 Penalty: 5091.699219
	Iteration 59Q: 3 clusters Score -3649200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3649249.750000 Penalty: 5091.699219
	Iteration 60F: 3 clusters Score -3649250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3649284.250000 Penalty: 5091.699219
	Iteration 61Q: 3 clusters Score -3649284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3649324.750000 Penalty: 5091.699219
	Iteration 62Q: 3 clusters Score -3649325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3649353.000000 Penalty: 5091.699219
	Iteration 63Q: 3 clusters Score -3649353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3649389.500000 Penalty: 5091.699219
	Iteration 64Q: 3 clusters Score -3649390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3649401.750000 Penalty: 5091.699219
	Iteration 65Q: 3 clusters Score -3649402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3649411.250000 Penalty: 5091.699219
	Iteration 66Q: 3 clusters Score -3649411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3649430.500000 Penalty: 5091.699219
	Iteration 67Q: 3 clusters Score -3649430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3649430.250000 Penalty: 5091.699219
	Iteration 68Q: 3 clusters Score -3649430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3649445.750000 Penalty: 5091.699219
	Iteration 69Q: 3 clusters Score -3649446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3649448.500000 Penalty: 5091.699219
	Iteration 70Q: 3 clusters Score -3649448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3649455.500000 Penalty: 5091.699219
	Iteration 71Q: 3 clusters Score -3649456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3649459.750000 Penalty: 5091.699219
	Iteration 72Q: 3 clusters Score -3649460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3649462.250000 Penalty: 5091.699219
	Iteration 73Q: 3 clusters Score -3649462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3649457.000000 Penalty: 5091.699219
	Iteration 74Q: 3 clusters Score -3649457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3649467.500000 Penalty: 5091.699219
	Iteration 75Q: 3 clusters Score -3649468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3649472.500000 Penalty: 5091.699219
	Iteration 76Q: 3 clusters Score -3649472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3649475.500000 Penalty: 5091.699219
	Iteration 77Q: 3 clusters Score -3649476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3649476.750000 Penalty: 5091.699219
	Iteration 78Q: 3 clusters Score -3649477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3649476.250000 Penalty: 5091.699219
	Iteration 79Q: 3 clusters Score -3649476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3649478.500000 Penalty: 5091.699219
	Iteration 80F: 3 clusters Score -3649478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3649476.250000 Penalty: 5091.699219
	Iteration 81Q: 3 clusters Score -3649476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3649478.500000 Penalty: 5091.699219
	Iteration 82Q: 3 clusters Score -3649478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3649481.750000 Penalty: 5091.699219
	Iteration 83Q: 3 clusters Score -3649482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3649482.500000 Penalty: 5091.699219
	Iteration 84Q: 3 clusters Score -3649482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3649476.000000 Penalty: 5091.699219
	Iteration 85Q: 3 clusters Score -3649476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3649484.000000 Penalty: 5091.699219
	Iteration 86Q: 3 clusters Score -3649484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3649486.250000 Penalty: 5091.699219
	Iteration 87Q: 3 clusters Score -3649486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3649484.500000 Penalty: 5091.699219
	Iteration 88Q: 3 clusters Score -3649484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3649489.250000 Penalty: 5091.699219
	Iteration 89Q: 3 clusters Score -3649489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3649489.250000 Penalty: 5091.699219
	Iteration 90Q: 3 clusters Score -3649489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3649489.500000 Penalty: 5091.699219
	Iteration 91Q: 3 clusters Score -3649490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3649493.250000 Penalty: 5091.699219
	Iteration 92Q: 3 clusters Score -3649493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3649501.250000 Penalty: 5091.699219
	Iteration 93Q: 3 clusters Score -3649501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3649505.500000 Penalty: 5091.699219
	Iteration 94Q: 3 clusters Score -3649506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3649500.500000 Penalty: 5091.699219
	Iteration 95Q: 3 clusters Score -3649500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3649505.500000 Penalty: 5091.699219
	Iteration 96Q: 3 clusters Score -3649506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3649508.000000 Penalty: 5091.699219
	Iteration 97Q: 3 clusters Score -3649508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3649513.750000 Penalty: 5091.699219
	Iteration 98Q: 3 clusters Score -3649514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3649516.250000 Penalty: 5091.699219
	Iteration 99Q: 3 clusters Score -3649516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3649519.750000 Penalty: 5091.699219
	Iteration 100F: 3 clusters Score -3649520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3649525.250000 Penalty: 5091.699219
	Iteration 101Q: 3 clusters Score -3649525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3649529.250000 Penalty: 5091.699219
	Iteration 102Q: 3 clusters Score -3649529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3649529.750000 Penalty: 5091.699219
	Iteration 103Q: 3 clusters Score -3649530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3649531.000000 Penalty: 5091.699219
	Iteration 104Q: 3 clusters Score -3649531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3649534.250000 Penalty: 5091.699219
	Iteration 105Q: 3 clusters Score -3649534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3649535.250000 Penalty: 5091.699219
	Iteration 106Q: 3 clusters Score -3649535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3649533.250000 Penalty: 5091.699219
	Iteration 107Q: 3 clusters Score -3649533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3649535.500000 Penalty: 5091.699219
	Iteration 108Q: 3 clusters Score -3649536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3649534.500000 Penalty: 5091.699219
	Iteration 109Q: 3 clusters Score -3649534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3649535.750000 Penalty: 5091.699219
	Iteration 110Q: 3 clusters Score -3649536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3649538.750000 Penalty: 5091.699219
	Iteration 111Q: 3 clusters Score -3649539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3649538.750000 Penalty: 5091.699219
	Iteration 112Q: 3 clusters Score -3649539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3649541.750000 Penalty: 5091.699219
	Iteration 113Q: 3 clusters Score -3649542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3649541.000000 Penalty: 5091.699219
	Iteration 114Q: 3 clusters Score -3649541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3649542.000000 Penalty: 5091.699219
	Iteration 115Q: 3 clusters Score -3649542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3649545.250000 Penalty: 5091.699219
	Iteration 116Q: 3 clusters Score -3649545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3649547.000000 Penalty: 5091.699219
	Iteration 117Q: 3 clusters Score -3649547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3649547.250000 Penalty: 5091.699219
	Iteration 118Q: 3 clusters Score -3649547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3649547.250000 Penalty: 5091.699219
	Iteration 119F: 3 clusters Score -3649547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71516.554688 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71516.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71698.257812 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71698.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71771.445312 Penalty: 3177.812500
	Iteration 2Q: 3 clusters Score -71771.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71803.632812 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71803.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71827.531250 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71827.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71830.156250 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71830.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71840.023438 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71840.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71846.828125 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -71846.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71849.765625 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -71849.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71849.765625 Penalty: 3177.812500
	Iteration 9F: 3 clusters Score -71849.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 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 326 members 
Entering Unmasked Estep 
Score: -66261.406250 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66261.41 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66567.250000 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66567.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66696.609375 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66696.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66795.687500 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66795.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66934.000000 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -66934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67037.632812 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -67037.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67059.578125 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -67059.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67066.156250 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -67066.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67077.835938 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -67077.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67092.046875 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -67092.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67108.273438 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -67108.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67116.109375 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -67116.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67123.640625 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -67123.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67129.226562 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -67129.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67133.039062 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -67133.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67133.039062 Penalty: 3181.075684
	Iteration 15F: 3 clusters Score -67133.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 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 360 members 
Entering Unmasked Estep 
Score: -77717.085938 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77717.09 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78062.046875 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -78062.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78182.085938 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78182.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78277.117188 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -78277.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78347.750000 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78347.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78377.671875 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78377.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78435.851562 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78435.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78467.210938 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78467.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78494.460938 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78494.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78519.562500 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78519.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78551.937500 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78551.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78565.945312 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78565.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78569.992188 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -78569.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78574.265625 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -78574.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78574.265625 Penalty: 3258.462646
	Iteration 14F: 3 clusters Score -78574.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -194007.437500 Penalty: 1825.305786
	Iteration 0F: 2 clusters Score -194007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -191652.484375 Penalty: 3650.611572
	Iteration 0F: 3 clusters Score -191652.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -192056.156250 Penalty: 3650.611572
	Iteration 1F: 3 clusters Score -192056.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192150.031250 Penalty: 3650.611572
	Iteration 2F: 3 clusters Score -192150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192213.203125 Penalty: 3650.611572
	Iteration 3Q: 3 clusters Score -192213.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -192244.593750 Penalty: 3650.611572
	Iteration 4Q: 3 clusters Score -192244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192263.375000 Penalty: 3650.611572
	Iteration 5Q: 3 clusters Score -192263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192275.687500 Penalty: 3650.611572
	Iteration 6Q: 3 clusters Score -192275.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -192286.390625 Penalty: 3650.611572
	Iteration 7Q: 3 clusters Score -192286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192291.109375 Penalty: 3650.611572
	Iteration 8Q: 3 clusters Score -192291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -192294.406250 Penalty: 3650.611572
	Iteration 9Q: 3 clusters Score -192294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192297.156250 Penalty: 3650.611572
	Iteration 10Q: 3 clusters Score -192297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192298.687500 Penalty: 3650.611572
	Iteration 11Q: 3 clusters Score -192298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192298.687500 Penalty: 3650.611572
	Iteration 12F: 3 clusters Score -192298.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (200937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200937 members 
Entering Unmasked Estep 
Score: -25170990.000000 Penalty: 3028.265137
	Iteration 0F: 2 clusters Score -2.517099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -25044364.000000 Penalty: 6056.530273
	Iteration 0F: 3 clusters Score -2.504436e+07 nChanged 96806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -25100782.000000 Penalty: 6056.530273
	Iteration 1F: 3 clusters Score -2.510078e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -25102264.000000 Penalty: 6056.530273
	Iteration 2Q: 3 clusters Score -2.510226e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -25104456.000000 Penalty: 6056.530273
	Iteration 3Q: 3 clusters Score -2.510446e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 127064 members 
Entering Unmasked Estep 
Score: -25109198.000000 Penalty: 6056.530273
	Iteration 4Q: 3 clusters Score -2.51092e+07 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -25118340.000000 Penalty: 6056.530273
	Iteration 5F: 3 clusters Score -2.511834e+07 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -25133558.000000 Penalty: 6056.530273
	Iteration 6F: 3 clusters Score -2.513356e+07 nChanged 19129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 178333 members 
Entering Unmasked Estep 
Score: -25150420.000000 Penalty: 6056.530273
	Iteration 7F: 3 clusters Score -2.515042e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 192156 members 
Entering Unmasked Estep 
Score: -25161122.000000 Penalty: 6056.530273
	Iteration 8F: 3 clusters Score -2.516112e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 198171 members 
Entering Unmasked Estep 
Score: -25165978.000000 Penalty: 6056.530273
	Iteration 9Q: 3 clusters Score -2.516598e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 200053 members 
Entering Unmasked Estep 
Score: -25167452.000000 Penalty: 6056.530273
	Iteration 10Q: 3 clusters Score -2.516745e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 200529 members 
Entering Unmasked Estep 
Score: -25167940.000000 Penalty: 6056.530273
	Iteration 11Q: 3 clusters Score -2.516794e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200653 members 
Entering Unmasked Estep 
Score: -25168062.000000 Penalty: 6056.530273
	Iteration 12Q: 3 clusters Score -2.516806e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 200687 members 
Entering Unmasked Estep 
Score: -25168138.000000 Penalty: 6056.530273
	Iteration 13Q: 3 clusters Score -2.516814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200706 members 
Entering Unmasked Estep 
Score: -25168170.000000 Penalty: 6056.530273
	Iteration 14Q: 3 clusters Score -2.516817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -25168222.000000 Penalty: 6056.530273
	Iteration 15Q: 3 clusters Score -2.516822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200718 members 
Entering Unmasked Estep 
Score: -25168218.000000 Penalty: 6056.530273
	Iteration 16Q: 3 clusters Score -2.516822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168234.000000 Penalty: 6056.530273
	Iteration 17Q: 3 clusters Score -2.516823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168242.000000 Penalty: 6056.530273
	Iteration 18Q: 3 clusters Score -2.516824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200720 members 
Entering Unmasked Estep 
Score: -25168242.000000 Penalty: 6056.530273
	Iteration 19Q: 3 clusters Score -2.516824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168240.000000 Penalty: 6056.530273
	Iteration 20F: 3 clusters Score -2.516824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168240.000000 Penalty: 6056.530273
	Iteration 21Q: 3 clusters Score -2.516824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200720 members 
Entering Unmasked Estep 
Score: -25168242.000000 Penalty: 6056.530273
	Iteration 22Q: 3 clusters Score -2.516824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168244.000000 Penalty: 6056.530273
	Iteration 23Q: 3 clusters Score -2.516824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168254.000000 Penalty: 6056.530273
	Iteration 24Q: 3 clusters Score -2.516825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -25168254.000000 Penalty: 6056.530273
	Iteration 25F: 3 clusters Score -2.516825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -98245.554688 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -98245.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96416.265625 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -96416.27 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96669.687500 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -96669.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96752.140625 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -96752.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96786.890625 Penalty: 3324.781250
	Iteration 3Q: 3 clusters Score -96786.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96797.476562 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -96797.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96802.328125 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -96802.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96810.289062 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -96810.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96812.578125 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -96812.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96817.054688 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -96817.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96819.851562 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -96819.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96821.585938 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -96821.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96821.585938 Penalty: 3324.781250
	Iteration 11F: 3 clusters Score -96821.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -40231.117188 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -40231.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38954.679688 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -38954.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39076.832031 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -39076.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39124.617188 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -39124.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39159.007812 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -39159.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39181.296875 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -39181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39206.644531 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -39206.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39216.519531 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -39216.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39221.441406 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -39221.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39221.441406 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -39221.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -32092.933594 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -32092.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30831.638672 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -30831.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30988.183594 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -30988.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31026.316406 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -31026.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31030.117188 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -31030.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31032.951172 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -31032.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31032.951172 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -31032.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Entering Unmasked Estep 
Score: -20258382.000000 Penalty: 2972.348389
	Iteration 0F: 2 clusters Score -2.025838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -20156314.000000 Penalty: 5944.696777
	Iteration 0F: 3 clusters Score -2.015631e+07 nChanged 76532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -20201288.000000 Penalty: 5944.696777
	Iteration 1F: 3 clusters Score -2.020129e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -20202990.000000 Penalty: 5944.696777
	Iteration 2Q: 3 clusters Score -2.020299e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -20205694.000000 Penalty: 5944.696777
	Iteration 3Q: 3 clusters Score -2.020569e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -20210602.000000 Penalty: 5944.696777
	Iteration 4F: 3 clusters Score -2.02106e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -20219520.000000 Penalty: 5944.696777
	Iteration 5F: 3 clusters Score -2.021952e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -20232084.000000 Penalty: 5944.696777
	Iteration 6F: 3 clusters Score -2.023208e+07 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -20244798.000000 Penalty: 5944.696777
	Iteration 7F: 3 clusters Score -2.02448e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -20252088.000000 Penalty: 5944.696777
	Iteration 8F: 3 clusters Score -2.025209e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -20254600.000000 Penalty: 5944.696777
	Iteration 9Q: 3 clusters Score -2.02546e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20255354.000000 Penalty: 5944.696777
	Iteration 10Q: 3 clusters Score -2.025535e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159632 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -20255652.000000 Penalty: 5944.696777
	Iteration 11Q: 3 clusters Score -2.025565e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159793 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20255754.000000 Penalty: 5944.696777
	Iteration 12Q: 3 clusters Score -2.025575e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159861 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20255864.000000 Penalty: 5944.696777
	Iteration 13Q: 3 clusters Score -2.025586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20255918.000000 Penalty: 5944.696777
	Iteration 14Q: 3 clusters Score -2.025592e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20255962.000000 Penalty: 5944.696777
	Iteration 15Q: 3 clusters Score -2.025596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159935 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20255990.000000 Penalty: 5944.696777
	Iteration 16Q: 3 clusters Score -2.025599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20256010.000000 Penalty: 5944.696777
	Iteration 17Q: 3 clusters Score -2.025601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20256016.000000 Penalty: 5944.696777
	Iteration 18Q: 3 clusters Score -2.025602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20256020.000000 Penalty: 5944.696777
	Iteration 19Q: 3 clusters Score -2.025602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20256040.000000 Penalty: 5944.696777
	Iteration 20F: 3 clusters Score -2.025604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20256048.000000 Penalty: 5944.696777
	Iteration 21Q: 3 clusters Score -2.025605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20256048.000000 Penalty: 5944.696777
	Iteration 22Q: 3 clusters Score -2.025605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20256050.000000 Penalty: 5944.696777
	Iteration 23Q: 3 clusters Score -2.025605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20256058.000000 Penalty: 5944.696777
	Iteration 24Q: 3 clusters Score -2.025606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -20256062.000000 Penalty: 5944.696777
	Iteration 25Q: 3 clusters Score -2.025606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20256056.000000 Penalty: 5944.696777
	Iteration 26Q: 3 clusters Score -2.025606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20256062.000000 Penalty: 5944.696777
	Iteration 27Q: 3 clusters Score -2.025606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20256070.000000 Penalty: 5944.696777
	Iteration 28Q: 3 clusters Score -2.025607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20256062.000000 Penalty: 5944.696777
	Iteration 29Q: 3 clusters Score -2.025606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20256058.000000 Penalty: 5944.696777
	Iteration 30Q: 3 clusters Score -2.025606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20256052.000000 Penalty: 5944.696777
	Iteration 31Q: 3 clusters Score -2.025605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20256052.000000 Penalty: 5944.696777
	Iteration 32Q: 3 clusters Score -2.025605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20256052.000000 Penalty: 5944.696777
	Iteration 33F: 3 clusters Score -2.025605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 82580 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160366 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 28725 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 200937 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740000.000000 Penalty: 67759.281250
Iteration 199Q: 21 clusters Score -1.0574e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181741 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 4 contains 82626 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160430 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 28409 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 200971 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739952.000000 Penalty: 67759.281250
Iteration 200F: 21 clusters Score -1.0574e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181875 members 
Mstep: Class 2 contains 8445 members 
Mstep: Class 3 contains 23074 members 
Mstep: Class 4 contains 82667 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160489 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 28091 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 201009 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739696.000000 Penalty: 67759.281250
Iteration 201Q: 21 clusters Score -1.057397e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 8450 members 
Mstep: Class 3 contains 23093 members 
Mstep: Class 4 contains 82694 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160530 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 27821 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 201033 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739656.000000 Penalty: 67759.281250
Iteration 202Q: 21 clusters Score -1.057397e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182111 members 
Mstep: Class 2 contains 8455 members 
Mstep: Class 3 contains 23101 members 
Mstep: Class 4 contains 82738 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160551 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 27564 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 201046 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739704.000000 Penalty: 67759.281250
Iteration 203Q: 21 clusters Score -1.057397e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182193 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 23109 members 
Mstep: Class 4 contains 82790 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160572 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 27331 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 201068 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739648.000000 Penalty: 67759.281250
Iteration 204Q: 21 clusters Score -1.057396e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182300 members 
Mstep: Class 2 contains 8468 members 
Mstep: Class 3 contains 23113 members 
Mstep: Class 4 contains 82837 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160598 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 27122 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 201082 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739656.000000 Penalty: 67759.281250
Iteration 205Q: 21 clusters Score -1.057397e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182376 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 23108 members 
Mstep: Class 4 contains 82883 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160632 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 26895 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 201145 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739488.000000 Penalty: 67759.281250
Iteration 206Q: 21 clusters Score -1.057395e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 23106 members 
Mstep: Class 4 contains 82939 members 
Mstep: Class 5 contains 3301 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160673 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 26703 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 201145 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739440.000000 Penalty: 67759.281250
Iteration 207Q: 21 clusters Score -1.057394e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 8486 members 
Mstep: Class 3 contains 23115 members 
Mstep: Class 4 contains 82985 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160727 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 26504 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 201149 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739344.000000 Penalty: 67759.281250
Iteration 208Q: 21 clusters Score -1.057393e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182627 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 23121 members 
Mstep: Class 4 contains 83028 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160769 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 26305 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 201157 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739536.000000 Penalty: 67759.281250
Iteration 209Q: 21 clusters Score -1.057395e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182716 members 
Mstep: Class 2 contains 8510 members 
Mstep: Class 3 contains 23126 members 
Mstep: Class 4 contains 83066 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160818 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 26113 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 201150 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 21 clusters Score -1.057395e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182819 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 3 contains 23127 members 
Mstep: Class 4 contains 83097 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160842 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 25939 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 201141 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 21 clusters Score -1.057395e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 23128 members 
Mstep: Class 4 contains 83146 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160868 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 25754 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201110 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160553 members 
Entering Unmasked Estep 
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Iteration 212Q: 21 clusters Score -1.057395e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182986 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 23132 members 
Mstep: Class 4 contains 83182 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160901 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 25551 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 201097 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160608 members 
Entering Unmasked Estep 
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Iteration 213Q: 21 clusters Score -1.057395e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 23130 members 
Mstep: Class 4 contains 83223 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160966 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 25375 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 201084 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160623 members 
Entering Unmasked Estep 
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Iteration 214Q: 21 clusters Score -1.057396e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 23136 members 
Mstep: Class 4 contains 83248 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161012 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 25201 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 201092 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160644 members 
Entering Unmasked Estep 
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Iteration 215Q: 21 clusters Score -1.057396e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183139 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 3 contains 23140 members 
Mstep: Class 4 contains 83269 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161049 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 25022 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201117 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160671 members 
Entering Unmasked Estep 
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Iteration 216Q: 21 clusters Score -1.057394e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 23144 members 
Mstep: Class 4 contains 83294 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161085 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 24860 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201127 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160706 members 
Entering Unmasked Estep 
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Iteration 217Q: 21 clusters Score -1.057392e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183199 members 
Mstep: Class 2 contains 8605 members 
Mstep: Class 3 contains 23154 members 
Mstep: Class 4 contains 83313 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161133 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 24704 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201129 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160745 members 
Entering Unmasked Estep 
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Iteration 218Q: 21 clusters Score -1.057391e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183224 members 
Mstep: Class 2 contains 8622 members 
Mstep: Class 3 contains 23163 members 
Mstep: Class 4 contains 83326 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 24552 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 201139 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160770 members 
Entering Unmasked Estep 
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Iteration 219Q: 21 clusters Score -1.057391e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183224 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 23175 members 
Mstep: Class 4 contains 83344 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161225 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 24406 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 201151 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160815 members 
Entering Unmasked Estep 
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Iteration 220F: 21 clusters Score -1.057391e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 23185 members 
Mstep: Class 4 contains 83355 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161261 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 24249 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 201200 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160849 members 
Entering Unmasked Estep 
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Iteration 221Q: 21 clusters Score -1.057391e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183250 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 83367 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161298 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 24100 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201227 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160863 members 
Entering Unmasked Estep 
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Iteration 222Q: 21 clusters Score -1.05739e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 3 contains 23206 members 
Mstep: Class 4 contains 83388 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161366 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23951 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 201261 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160866 members 
Entering Unmasked Estep 
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Iteration 223Q: 21 clusters Score -1.057391e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 83411 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161448 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23773 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201294 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160864 members 
Entering Unmasked Estep 
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Iteration 224Q: 21 clusters Score -1.05739e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183280 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 83423 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161509 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201335 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160885 members 
Entering Unmasked Estep 
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Iteration 225Q: 21 clusters Score -1.057389e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 8719 members 
Mstep: Class 3 contains 23205 members 
Mstep: Class 4 contains 83442 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161573 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23456 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201392 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160870 members 
Entering Unmasked Estep 
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Iteration 226Q: 21 clusters Score -1.057389e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183313 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 23206 members 
Mstep: Class 4 contains 83465 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161627 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23301 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201442 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160869 members 
Entering Unmasked Estep 
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Iteration 227Q: 21 clusters Score -1.057389e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 8737 members 
Mstep: Class 3 contains 23208 members 
Mstep: Class 4 contains 83497 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161659 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23164 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201500 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160860 members 
Entering Unmasked Estep 
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Iteration 228Q: 21 clusters Score -1.057388e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 8749 members 
Mstep: Class 3 contains 23210 members 
Mstep: Class 4 contains 83520 members 
Mstep: Class 5 contains 3384 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161671 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 23030 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 201559 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160886 members 
Entering Unmasked Estep 
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Iteration 229Q: 21 clusters Score -1.057388e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183310 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 23208 members 
Mstep: Class 4 contains 83546 members 
Mstep: Class 5 contains 3387 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161695 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 22881 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 201615 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160920 members 
Entering Unmasked Estep 
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Iteration 230Q: 21 clusters Score -1.057388e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183300 members 
Mstep: Class 2 contains 8774 members 
Mstep: Class 3 contains 23210 members 
Mstep: Class 4 contains 83572 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161708 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 22732 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 201658 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 160978 members 
Entering Unmasked Estep 
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Iteration 231Q: 21 clusters Score -1.057387e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183280 members 
Mstep: Class 2 contains 8781 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 83598 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161760 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 22573 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 201686 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 161040 members 
Entering Unmasked Estep 
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Iteration 232Q: 21 clusters Score -1.057387e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183241 members 
Mstep: Class 2 contains 8785 members 
Mstep: Class 3 contains 23210 members 
Mstep: Class 4 contains 83622 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161815 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 22409 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 201751 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 161085 members 
Entering Unmasked Estep 
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Iteration 233Q: 21 clusters Score -1.057387e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 8791 members 
Mstep: Class 3 contains 23205 members 
Mstep: Class 4 contains 83648 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161854 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 22244 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 201816 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 161133 members 
Entering Unmasked Estep 
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Iteration 234Q: 21 clusters Score -1.05739e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183189 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 3 contains 23205 members 
Mstep: Class 4 contains 83681 members 
Mstep: Class 5 contains 3414 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161895 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 22067 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 201880 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 161195 members 
Entering Unmasked Estep 
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Iteration 235Q: 21 clusters Score -1.05739e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 8799 members 
Mstep: Class 3 contains 23212 members 
Mstep: Class 4 contains 83711 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161934 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 201944 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 161248 members 
Entering Unmasked Estep 
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Iteration 236Q: 21 clusters Score -1.057387e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 8802 members 
Mstep: Class 3 contains 23221 members 
Mstep: Class 4 contains 83750 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161984 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 21673 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 201980 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 22 contains 161308 members 
Entering Unmasked Estep 
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Iteration 237Q: 21 clusters Score -1.057388e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183158 members 
Mstep: Class 2 contains 8804 members 
Mstep: Class 3 contains 23231 members 
Mstep: Class 4 contains 83796 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 162021 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 21466 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 202042 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 161362 members 
Entering Unmasked Estep 
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Iteration 238Q: 21 clusters Score -1.05739e+08 nChanged 871
Entering ConstructFrom: 
Score: -105739008.000000 Penalty: 67759.281250
Entering ConstructFrom: 
Trying to split cluster 1 (183182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Entering Unmasked Estep 
Score: -22962974.000000 Penalty: 3005.322510
	Iteration 0F: 2 clusters Score -2.296297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -22845978.000000 Penalty: 6010.645020
	Iteration 0F: 3 clusters Score -2.284598e+07 nChanged 88020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -22897332.000000 Penalty: 6010.645020
	Iteration 1F: 3 clusters Score -2.289733e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -22898474.000000 Penalty: 6010.645020
	Iteration 2Q: 3 clusters Score -2.289847e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -22899758.000000 Penalty: 6010.645020
	Iteration 3Q: 3 clusters Score -2.289976e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -22901562.000000 Penalty: 6010.645020
	Iteration 4Q: 3 clusters Score -2.290156e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -22904518.000000 Penalty: 6010.645020
	Iteration 5Q: 3 clusters Score -2.290452e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -22909254.000000 Penalty: 6010.645020
	Iteration 6F: 3 clusters Score -2.290925e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -22916430.000000 Penalty: 6010.645020
	Iteration 7F: 3 clusters Score -2.291643e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -22927316.000000 Penalty: 6010.645020
	Iteration 8F: 3 clusters Score -2.292732e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 130529 members 
Entering Unmasked Estep 
Score: -22940002.000000 Penalty: 6010.645020
	Iteration 9F: 3 clusters Score -2.294e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 136794 members 
Entering Unmasked Estep 
Score: -22949082.000000 Penalty: 6010.645020
	Iteration 10F: 3 clusters Score -2.294908e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -22953608.000000 Penalty: 6010.645020
	Iteration 11Q: 3 clusters Score -2.295361e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 144264 members 
Entering Unmasked Estep 
Score: -22956002.000000 Penalty: 6010.645020
	Iteration 12Q: 3 clusters Score -2.2956e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -22957420.000000 Penalty: 6010.645020
	Iteration 13Q: 3 clusters Score -2.295742e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -22958632.000000 Penalty: 6010.645020
	Iteration 14Q: 3 clusters Score -2.295863e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -22959562.000000 Penalty: 6010.645020
	Iteration 15Q: 3 clusters Score -2.295956e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -22960134.000000 Penalty: 6010.645020
	Iteration 16Q: 3 clusters Score -2.296013e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -22960586.000000 Penalty: 6010.645020
	Iteration 17Q: 3 clusters Score -2.296059e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 157859 members 
Entering Unmasked Estep 
Score: -22960876.000000 Penalty: 6010.645020
	Iteration 18Q: 3 clusters Score -2.296088e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -22961170.000000 Penalty: 6010.645020
	Iteration 19Q: 3 clusters Score -2.296117e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 160930 members 
Entering Unmasked Estep 
Score: -22961456.000000 Penalty: 6010.645020
	Iteration 20F: 3 clusters Score -2.296146e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -22961602.000000 Penalty: 6010.645020
	Iteration 21Q: 3 clusters Score -2.29616e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -22961852.000000 Penalty: 6010.645020
	Iteration 22Q: 3 clusters Score -2.296185e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 164812 members 
Entering Unmasked Estep 
Score: -22962016.000000 Penalty: 6010.645020
	Iteration 23Q: 3 clusters Score -2.296202e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -22962104.000000 Penalty: 6010.645020
	Iteration 24Q: 3 clusters Score -2.29621e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 166913 members 
Entering Unmasked Estep 
Score: -22962134.000000 Penalty: 6010.645020
	Iteration 25Q: 3 clusters Score -2.296213e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 167856 members 
Entering Unmasked Estep 
Score: -22962140.000000 Penalty: 6010.645020
	Iteration 26Q: 3 clusters Score -2.296214e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -22962226.000000 Penalty: 6010.645020
	Iteration 27Q: 3 clusters Score -2.296223e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 169558 members 
Entering Unmasked Estep 
Score: -22962348.000000 Penalty: 6010.645020
	Iteration 28Q: 3 clusters Score -2.296235e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 170329 members 
Entering Unmasked Estep 
Score: -22962510.000000 Penalty: 6010.645020
	Iteration 29Q: 3 clusters Score -2.296251e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 171034 members 
Entering Unmasked Estep 
Score: -22962496.000000 Penalty: 6010.645020
	Iteration 30Q: 3 clusters Score -2.29625e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -22962528.000000 Penalty: 6010.645020
	Iteration 31Q: 3 clusters Score -2.296253e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -22962528.000000 Penalty: 6010.645020
	Iteration 32Q: 3 clusters Score -2.296253e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -22962608.000000 Penalty: 6010.645020
	Iteration 33Q: 3 clusters Score -2.296261e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 173477 members 
Entering Unmasked Estep 
Score: -22962460.000000 Penalty: 6010.645020
	Iteration 34Q: 3 clusters Score -2.296246e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 173963 members 
Entering Unmasked Estep 
Score: -22962452.000000 Penalty: 6010.645020
	Iteration 35Q: 3 clusters Score -2.296245e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 174396 members 
Entering Unmasked Estep 
Score: -22962326.000000 Penalty: 6010.645020
	Iteration 36Q: 3 clusters Score -2.296233e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 174767 members 
Entering Unmasked Estep 
Score: -22962302.000000 Penalty: 6010.645020
	Iteration 37Q: 3 clusters Score -2.29623e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -22962342.000000 Penalty: 6010.645020
	Iteration 38Q: 3 clusters Score -2.296234e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 175392 members 
Entering Unmasked Estep 
Score: -22962348.000000 Penalty: 6010.645020
	Iteration 39Q: 3 clusters Score -2.296235e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -22962302.000000 Penalty: 6010.645020
	Iteration 40F: 3 clusters Score -2.29623e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 175914 members 
Entering Unmasked Estep 
Score: -22962272.000000 Penalty: 6010.645020
	Iteration 41Q: 3 clusters Score -2.296227e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 176168 members 
Entering Unmasked Estep 
Score: -22962376.000000 Penalty: 6010.645020
	Iteration 42Q: 3 clusters Score -2.296238e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 176400 members 
Entering Unmasked Estep 
Score: -22962398.000000 Penalty: 6010.645020
	Iteration 43Q: 3 clusters Score -2.29624e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -22962372.000000 Penalty: 6010.645020
	Iteration 44Q: 3 clusters Score -2.296237e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -22962362.000000 Penalty: 6010.645020
	Iteration 45Q: 3 clusters Score -2.296236e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -22962346.000000 Penalty: 6010.645020
	Iteration 46Q: 3 clusters Score -2.296235e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 177053 members 
Entering Unmasked Estep 
Score: -22962292.000000 Penalty: 6010.645020
	Iteration 47Q: 3 clusters Score -2.296229e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 177188 members 
Entering Unmasked Estep 
Score: -22962282.000000 Penalty: 6010.645020
	Iteration 48Q: 3 clusters Score -2.296228e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 177303 members 
Entering Unmasked Estep 
Score: -22962254.000000 Penalty: 6010.645020
	Iteration 49Q: 3 clusters Score -2.296225e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -22962236.000000 Penalty: 6010.645020
	Iteration 50Q: 3 clusters Score -2.296224e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 177527 members 
Entering Unmasked Estep 
Score: -22962188.000000 Penalty: 6010.645020
	Iteration 51Q: 3 clusters Score -2.296219e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 177640 members 
Entering Unmasked Estep 
Score: -22962172.000000 Penalty: 6010.645020
	Iteration 52Q: 3 clusters Score -2.296217e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 177763 members 
Entering Unmasked Estep 
Score: -22962202.000000 Penalty: 6010.645020
	Iteration 53Q: 3 clusters Score -2.29622e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 177875 members 
Entering Unmasked Estep 
Score: -22962180.000000 Penalty: 6010.645020
	Iteration 54Q: 3 clusters Score -2.296218e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -22962174.000000 Penalty: 6010.645020
	Iteration 55Q: 3 clusters Score -2.296217e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 178058 members 
Entering Unmasked Estep 
Score: -22962130.000000 Penalty: 6010.645020
	Iteration 56Q: 3 clusters Score -2.296213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 178137 members 
Entering Unmasked Estep 
Score: -22962126.000000 Penalty: 6010.645020
	Iteration 57Q: 3 clusters Score -2.296213e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 178213 members 
Entering Unmasked Estep 
Score: -22962070.000000 Penalty: 6010.645020
	Iteration 58Q: 3 clusters Score -2.296207e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -22962084.000000 Penalty: 6010.645020
	Iteration 59Q: 3 clusters Score -2.296208e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -22962082.000000 Penalty: 6010.645020
	Iteration 60F: 3 clusters Score -2.296208e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 178396 members 
Entering Unmasked Estep 
Score: -22962010.000000 Penalty: 6010.645020
	Iteration 61Q: 3 clusters Score -2.296201e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 178454 members 
Entering Unmasked Estep 
Score: -22962008.000000 Penalty: 6010.645020
	Iteration 62Q: 3 clusters Score -2.296201e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 178516 members 
Entering Unmasked Estep 
Score: -22962018.000000 Penalty: 6010.645020
	Iteration 63Q: 3 clusters Score -2.296202e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 178561 members 
Entering Unmasked Estep 
Score: -22962006.000000 Penalty: 6010.645020
	Iteration 64Q: 3 clusters Score -2.296201e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 178609 members 
Entering Unmasked Estep 
Score: -22961994.000000 Penalty: 6010.645020
	Iteration 65Q: 3 clusters Score -2.296199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -22962014.000000 Penalty: 6010.645020
	Iteration 66Q: 3 clusters Score -2.296201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -22962046.000000 Penalty: 6010.645020
	Iteration 67Q: 3 clusters Score -2.296205e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -22962042.000000 Penalty: 6010.645020
	Iteration 68Q: 3 clusters Score -2.296204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -22962028.000000 Penalty: 6010.645020
	Iteration 69Q: 3 clusters Score -2.296203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 178822 members 
Entering Unmasked Estep 
Score: -22962018.000000 Penalty: 6010.645020
	Iteration 70Q: 3 clusters Score -2.296202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 178857 members 
Entering Unmasked Estep 
Score: -22961996.000000 Penalty: 6010.645020
	Iteration 71Q: 3 clusters Score -2.2962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -22961984.000000 Penalty: 6010.645020
	Iteration 72Q: 3 clusters Score -2.296198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 178911 members 
Entering Unmasked Estep 
Score: -22961980.000000 Penalty: 6010.645020
	Iteration 73Q: 3 clusters Score -2.296198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -22961958.000000 Penalty: 6010.645020
	Iteration 74Q: 3 clusters Score -2.296196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 178951 members 
Entering Unmasked Estep 
Score: -22961972.000000 Penalty: 6010.645020
	Iteration 75Q: 3 clusters Score -2.296197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -22961966.000000 Penalty: 6010.645020
	Iteration 76Q: 3 clusters Score -2.296197e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -22961988.000000 Penalty: 6010.645020
	Iteration 77Q: 3 clusters Score -2.296199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -22962004.000000 Penalty: 6010.645020
	Iteration 78Q: 3 clusters Score -2.2962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -22961990.000000 Penalty: 6010.645020
	Iteration 79Q: 3 clusters Score -2.296199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -22962008.000000 Penalty: 6010.645020
	Iteration 80F: 3 clusters Score -2.296201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -22962012.000000 Penalty: 6010.645020
	Iteration 81Q: 3 clusters Score -2.296201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -22962010.000000 Penalty: 6010.645020
	Iteration 82Q: 3 clusters Score -2.296201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 179151 members 
Entering Unmasked Estep 
Score: -22962002.000000 Penalty: 6010.645020
	Iteration 83Q: 3 clusters Score -2.2962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -22962002.000000 Penalty: 6010.645020
	Iteration 84Q: 3 clusters Score -2.2962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 179193 members 
Entering Unmasked Estep 
Score: -22962016.000000 Penalty: 6010.645020
	Iteration 85Q: 3 clusters Score -2.296202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -22962006.000000 Penalty: 6010.645020
	Iteration 86Q: 3 clusters Score -2.296201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 179235 members 
Entering Unmasked Estep 
Score: -22962014.000000 Penalty: 6010.645020
	Iteration 87Q: 3 clusters Score -2.296201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 179253 members 
Entering Unmasked Estep 
Score: -22961998.000000 Penalty: 6010.645020
	Iteration 88Q: 3 clusters Score -2.2962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 179271 members 
Entering Unmasked Estep 
Score: -22961982.000000 Penalty: 6010.645020
	Iteration 89Q: 3 clusters Score -2.296198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 179288 members 
Entering Unmasked Estep 
Score: -22961982.000000 Penalty: 6010.645020
	Iteration 90Q: 3 clusters Score -2.296198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -22961998.000000 Penalty: 6010.645020
	Iteration 91Q: 3 clusters Score -2.2962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -22961976.000000 Penalty: 6010.645020
	Iteration 92Q: 3 clusters Score -2.296198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 179318 members 
Entering Unmasked Estep 
Score: -22961980.000000 Penalty: 6010.645020
	Iteration 93Q: 3 clusters Score -2.296198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 179323 members 
Entering Unmasked Estep 
Score: -22961984.000000 Penalty: 6010.645020
	Iteration 94Q: 3 clusters Score -2.296198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 179329 members 
Entering Unmasked Estep 
Score: -22961978.000000 Penalty: 6010.645020
	Iteration 95Q: 3 clusters Score -2.296198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -22961972.000000 Penalty: 6010.645020
	Iteration 96Q: 3 clusters Score -2.296197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 179340 members 
Entering Unmasked Estep 
Score: -22961978.000000 Penalty: 6010.645020
	Iteration 97Q: 3 clusters Score -2.296198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 179345 members 
Entering Unmasked Estep 
Score: -22961974.000000 Penalty: 6010.645020
	Iteration 98Q: 3 clusters Score -2.296197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -22961976.000000 Penalty: 6010.645020
	Iteration 99Q: 3 clusters Score -2.296198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 179357 members 
Entering Unmasked Estep 
Score: -22961980.000000 Penalty: 6010.645020
	Iteration 100F: 3 clusters Score -2.296198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 179368 members 
Entering Unmasked Estep 
Score: -22961974.000000 Penalty: 6010.645020
	Iteration 101Q: 3 clusters Score -2.296197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 179378 members 
Entering Unmasked Estep 
Score: -22961984.000000 Penalty: 6010.645020
	Iteration 102Q: 3 clusters Score -2.296198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 179387 members 
Entering Unmasked Estep 
Score: -22961978.000000 Penalty: 6010.645020
	Iteration 103Q: 3 clusters Score -2.296198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 179399 members 
Entering Unmasked Estep 
Score: -22961954.000000 Penalty: 6010.645020
	Iteration 104Q: 3 clusters Score -2.296195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -22961946.000000 Penalty: 6010.645020
	Iteration 105Q: 3 clusters Score -2.296195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 179418 members 
Entering Unmasked Estep 
Score: -22961958.000000 Penalty: 6010.645020
	Iteration 106Q: 3 clusters Score -2.296196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 179421 members 
Entering Unmasked Estep 
Score: -22961948.000000 Penalty: 6010.645020
	Iteration 107Q: 3 clusters Score -2.296195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 179422 members 
Entering Unmasked Estep 
Score: -22961960.000000 Penalty: 6010.645020
	Iteration 108Q: 3 clusters Score -2.296196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -22961962.000000 Penalty: 6010.645020
	Iteration 109Q: 3 clusters Score -2.296196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 179429 members 
Entering Unmasked Estep 
Score: -22961954.000000 Penalty: 6010.645020
	Iteration 110Q: 3 clusters Score -2.296195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -22961950.000000 Penalty: 6010.645020
	Iteration 111Q: 3 clusters Score -2.296195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 179441 members 
Entering Unmasked Estep 
Score: -22961942.000000 Penalty: 6010.645020
	Iteration 112Q: 3 clusters Score -2.296194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 179447 members 
Entering Unmasked Estep 
Score: -22961928.000000 Penalty: 6010.645020
	Iteration 113Q: 3 clusters Score -2.296193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 179456 members 
Entering Unmasked Estep 
Score: -22961928.000000 Penalty: 6010.645020
	Iteration 114Q: 3 clusters Score -2.296193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 179466 members 
Entering Unmasked Estep 
Score: -22961922.000000 Penalty: 6010.645020
	Iteration 115Q: 3 clusters Score -2.296192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 179479 members 
Entering Unmasked Estep 
Score: -22961930.000000 Penalty: 6010.645020
	Iteration 116Q: 3 clusters Score -2.296193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 179487 members 
Entering Unmasked Estep 
Score: -22961906.000000 Penalty: 6010.645020
	Iteration 117Q: 3 clusters Score -2.296191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -22961928.000000 Penalty: 6010.645020
	Iteration 118Q: 3 clusters Score -2.296193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 179496 members 
Entering Unmasked Estep 
Score: -22961936.000000 Penalty: 6010.645020
	Iteration 119Q: 3 clusters Score -2.296194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 179502 members 
Entering Unmasked Estep 
Score: -22961932.000000 Penalty: 6010.645020
	Iteration 120F: 3 clusters Score -2.296193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -22961928.000000 Penalty: 6010.645020
	Iteration 121Q: 3 clusters Score -2.296193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 179511 members 
Entering Unmasked Estep 
Score: -22961920.000000 Penalty: 6010.645020
	Iteration 122Q: 3 clusters Score -2.296192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -22961928.000000 Penalty: 6010.645020
	Iteration 123Q: 3 clusters Score -2.296193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -22961940.000000 Penalty: 6010.645020
	Iteration 124Q: 3 clusters Score -2.296194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 179520 members 
Entering Unmasked Estep 
Score: -22961904.000000 Penalty: 6010.645020
	Iteration 125Q: 3 clusters Score -2.29619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 179521 members 
Entering Unmasked Estep 
Score: -22961914.000000 Penalty: 6010.645020
	Iteration 126Q: 3 clusters Score -2.296191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 179524 members 
Entering Unmasked Estep 
Score: -22961924.000000 Penalty: 6010.645020
	Iteration 127Q: 3 clusters Score -2.296192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 179533 members 
Entering Unmasked Estep 
Score: -22961938.000000 Penalty: 6010.645020
	Iteration 128Q: 3 clusters Score -2.296194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 179540 members 
Entering Unmasked Estep 
Score: -22961924.000000 Penalty: 6010.645020
	Iteration 129Q: 3 clusters Score -2.296192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 179552 members 
Entering Unmasked Estep 
Score: -22961932.000000 Penalty: 6010.645020
	Iteration 130Q: 3 clusters Score -2.296193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 179568 members 
Entering Unmasked Estep 
Score: -22961918.000000 Penalty: 6010.645020
	Iteration 131Q: 3 clusters Score -2.296192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -22961928.000000 Penalty: 6010.645020
	Iteration 132Q: 3 clusters Score -2.296193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -22961934.000000 Penalty: 6010.645020
	Iteration 133Q: 3 clusters Score -2.296193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 179608 members 
Entering Unmasked Estep 
Score: -22961950.000000 Penalty: 6010.645020
	Iteration 134Q: 3 clusters Score -2.296195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 179620 members 
Entering Unmasked Estep 
Score: -22961930.000000 Penalty: 6010.645020
	Iteration 135Q: 3 clusters Score -2.296193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 179631 members 
Entering Unmasked Estep 
Score: -22961938.000000 Penalty: 6010.645020
	Iteration 136Q: 3 clusters Score -2.296194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 179639 members 
Entering Unmasked Estep 
Score: -22961930.000000 Penalty: 6010.645020
	Iteration 137Q: 3 clusters Score -2.296193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -22961942.000000 Penalty: 6010.645020
	Iteration 138Q: 3 clusters Score -2.296194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 179656 members 
Entering Unmasked Estep 
Score: -22961940.000000 Penalty: 6010.645020
	Iteration 139Q: 3 clusters Score -2.296194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 179663 members 
Entering Unmasked Estep 
Score: -22961936.000000 Penalty: 6010.645020
	Iteration 140F: 3 clusters Score -2.296194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 179666 members 
Entering Unmasked Estep 
Score: -22961930.000000 Penalty: 6010.645020
	Iteration 141Q: 3 clusters Score -2.296193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 179668 members 
Entering Unmasked Estep 
Score: -22961932.000000 Penalty: 6010.645020
	Iteration 142Q: 3 clusters Score -2.296193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 179668 members 
Entering Unmasked Estep 
Score: -22961932.000000 Penalty: 6010.645020
	Iteration 143F: 3 clusters Score -2.296193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Entering Unmasked Estep 
Score: -1050597.125000 Penalty: 2252.602539
	Iteration 0F: 2 clusters Score -1050597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1043698.250000 Penalty: 4505.205078
	Iteration 0F: 3 clusters Score -1043698 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1045658.437500 Penalty: 4505.205078
	Iteration 1F: 3 clusters Score -1045658 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1046173.187500 Penalty: 4505.205078
	Iteration 2F: 3 clusters Score -1046173 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1046856.375000 Penalty: 4505.205078
	Iteration 3F: 3 clusters Score -1046856 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1047496.000000 Penalty: 4505.205078
	Iteration 4F: 3 clusters Score -1047496 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1048130.750000 Penalty: 4505.205078
	Iteration 5F: 3 clusters Score -1048131 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1048680.000000 Penalty: 4505.205078
	Iteration 6F: 3 clusters Score -1048680 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1049019.375000 Penalty: 4505.205078
	Iteration 7F: 3 clusters Score -1049019 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1049219.000000 Penalty: 4505.205078
	Iteration 8Q: 3 clusters Score -1049219 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1049337.625000 Penalty: 4505.205078
	Iteration 9Q: 3 clusters Score -1049338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1049390.750000 Penalty: 4505.205078
	Iteration 10Q: 3 clusters Score -1049391 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1049443.750000 Penalty: 4505.205078
	Iteration 11Q: 3 clusters Score -1049444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1049475.000000 Penalty: 4505.205078
	Iteration 12Q: 3 clusters Score -1049475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1049504.625000 Penalty: 4505.205078
	Iteration 13Q: 3 clusters Score -1049505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1049534.500000 Penalty: 4505.205078
	Iteration 14Q: 3 clusters Score -1049534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1049561.875000 Penalty: 4505.205078
	Iteration 15Q: 3 clusters Score -1049562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1049581.875000 Penalty: 4505.205078
	Iteration 16Q: 3 clusters Score -1049582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1049611.750000 Penalty: 4505.205078
	Iteration 17Q: 3 clusters Score -1049612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1049635.750000 Penalty: 4505.205078
	Iteration 18Q: 3 clusters Score -1049636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1049642.250000 Penalty: 4505.205078
	Iteration 19Q: 3 clusters Score -1049642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1049647.875000 Penalty: 4505.205078
	Iteration 20F: 3 clusters Score -1049648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1049651.375000 Penalty: 4505.205078
	Iteration 21Q: 3 clusters Score -1049651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1049655.125000 Penalty: 4505.205078
	Iteration 22Q: 3 clusters Score -1049655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1049660.125000 Penalty: 4505.205078
	Iteration 23Q: 3 clusters Score -1049660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1049660.000000 Penalty: 4505.205078
	Iteration 24Q: 3 clusters Score -1049660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1049666.000000 Penalty: 4505.205078
	Iteration 25Q: 3 clusters Score -1049666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1049670.000000 Penalty: 4505.205078
	Iteration 26Q: 3 clusters Score -1049670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1049673.625000 Penalty: 4505.205078
	Iteration 27Q: 3 clusters Score -1049674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1049674.125000 Penalty: 4505.205078
	Iteration 28Q: 3 clusters Score -1049674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1049675.750000 Penalty: 4505.205078
	Iteration 29Q: 3 clusters Score -1049676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1049677.625000 Penalty: 4505.205078
	Iteration 30Q: 3 clusters Score -1049678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1049678.875000 Penalty: 4505.205078
	Iteration 31Q: 3 clusters Score -1049679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1049679.250000 Penalty: 4505.205078
	Iteration 32Q: 3 clusters Score -1049679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1049680.875000 Penalty: 4505.205078
	Iteration 33Q: 3 clusters Score -1049681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1049683.125000 Penalty: 4505.205078
	Iteration 34Q: 3 clusters Score -1049683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1049685.625000 Penalty: 4505.205078
	Iteration 35Q: 3 clusters Score -1049686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1049686.625000 Penalty: 4505.205078
	Iteration 36Q: 3 clusters Score -1049687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1049687.250000 Penalty: 4505.205078
	Iteration 37Q: 3 clusters Score -1049687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1049688.375000 Penalty: 4505.205078
	Iteration 38Q: 3 clusters Score -1049688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1049690.125000 Penalty: 4505.205078
	Iteration 39Q: 3 clusters Score -1049690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1049690.250000 Penalty: 4505.205078
	Iteration 40F: 3 clusters Score -1049690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1049690.375000 Penalty: 4505.205078
	Iteration 41Q: 3 clusters Score -1049690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1049690.125000 Penalty: 4505.205078
	Iteration 42Q: 3 clusters Score -1049690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1049689.875000 Penalty: 4505.205078
	Iteration 43Q: 3 clusters Score -1049690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1049689.875000 Penalty: 4505.205078
	Iteration 44F: 3 clusters Score -1049690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Entering Unmasked Estep 
Score: -2958696.000000 Penalty: 2493.332275
	Iteration 0F: 2 clusters Score -2958696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2942588.750000 Penalty: 4986.664551
	Iteration 0F: 3 clusters Score -2942589 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2948210.500000 Penalty: 4986.664551
	Iteration 1F: 3 clusters Score -2948210 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2948836.250000 Penalty: 4986.664551
	Iteration 2F: 3 clusters Score -2948836 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2949590.500000 Penalty: 4986.664551
	Iteration 3F: 3 clusters Score -2949590 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2950598.250000 Penalty: 4986.664551
	Iteration 4F: 3 clusters Score -2950598 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2951781.000000 Penalty: 4986.664551
	Iteration 5F: 3 clusters Score -2951781 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2953147.000000 Penalty: 4986.664551
	Iteration 6F: 3 clusters Score -2953147 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2954425.000000 Penalty: 4986.664551
	Iteration 7F: 3 clusters Score -2954425 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2955447.500000 Penalty: 4986.664551
	Iteration 8Q: 3 clusters Score -2955448 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2956088.500000 Penalty: 4986.664551
	Iteration 9Q: 3 clusters Score -2956088 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2956441.250000 Penalty: 4986.664551
	Iteration 10Q: 3 clusters Score -2956441 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2956671.250000 Penalty: 4986.664551
	Iteration 11Q: 3 clusters Score -2956671 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2956818.250000 Penalty: 4986.664551
	Iteration 12Q: 3 clusters Score -2956818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2956918.250000 Penalty: 4986.664551
	Iteration 13Q: 3 clusters Score -2956918 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2956991.750000 Penalty: 4986.664551
	Iteration 14Q: 3 clusters Score -2956992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2957058.500000 Penalty: 4986.664551
	Iteration 15Q: 3 clusters Score -2957058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2957126.500000 Penalty: 4986.664551
	Iteration 16Q: 3 clusters Score -2957126 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2957163.500000 Penalty: 4986.664551
	Iteration 17Q: 3 clusters Score -2957164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2957203.000000 Penalty: 4986.664551
	Iteration 18Q: 3 clusters Score -2957203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2957220.000000 Penalty: 4986.664551
	Iteration 19Q: 3 clusters Score -2957220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2957235.250000 Penalty: 4986.664551
	Iteration 20F: 3 clusters Score -2957235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2957238.000000 Penalty: 4986.664551
	Iteration 21Q: 3 clusters Score -2957238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2957244.500000 Penalty: 4986.664551
	Iteration 22Q: 3 clusters Score -2957244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2957250.250000 Penalty: 4986.664551
	Iteration 23Q: 3 clusters Score -2957250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2957253.500000 Penalty: 4986.664551
	Iteration 24Q: 3 clusters Score -2957254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2957254.250000 Penalty: 4986.664551
	Iteration 25Q: 3 clusters Score -2957254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2957266.250000 Penalty: 4986.664551
	Iteration 26Q: 3 clusters Score -2957266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2957286.750000 Penalty: 4986.664551
	Iteration 27Q: 3 clusters Score -2957287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2957292.500000 Penalty: 4986.664551
	Iteration 28Q: 3 clusters Score -2957292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2957312.250000 Penalty: 4986.664551
	Iteration 29Q: 3 clusters Score -2957312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2957322.500000 Penalty: 4986.664551
	Iteration 30Q: 3 clusters Score -2957322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2957333.750000 Penalty: 4986.664551
	Iteration 31Q: 3 clusters Score -2957334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2957343.000000 Penalty: 4986.664551
	Iteration 32Q: 3 clusters Score -2957343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2957349.250000 Penalty: 4986.664551
	Iteration 33Q: 3 clusters Score -2957349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2957349.250000 Penalty: 4986.664551
	Iteration 34Q: 3 clusters Score -2957349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2957348.750000 Penalty: 4986.664551
	Iteration 35Q: 3 clusters Score -2957349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2957349.000000 Penalty: 4986.664551
	Iteration 36Q: 3 clusters Score -2957349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2957348.500000 Penalty: 4986.664551
	Iteration 37Q: 3 clusters Score -2957348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2957350.250000 Penalty: 4986.664551
	Iteration 38Q: 3 clusters Score -2957350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2957351.500000 Penalty: 4986.664551
	Iteration 39Q: 3 clusters Score -2957352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2957350.250000 Penalty: 4986.664551
	Iteration 40F: 3 clusters Score -2957350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2957349.500000 Penalty: 4986.664551
	Iteration 41Q: 3 clusters Score -2957350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2957354.000000 Penalty: 4986.664551
	Iteration 42Q: 3 clusters Score -2957354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2957354.000000 Penalty: 4986.664551
	Iteration 43F: 3 clusters Score -2957354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Entering Unmasked Estep 
Score: -10241848.000000 Penalty: 2811.433838
	Iteration 0F: 2 clusters Score -1.024185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -10185652.000000 Penalty: 5622.867676
	Iteration 0F: 3 clusters Score -1.018565e+07 nChanged 39687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -10208009.000000 Penalty: 5622.867676
	Iteration 1F: 3 clusters Score -1.020801e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -10208825.000000 Penalty: 5622.867676
	Iteration 2Q: 3 clusters Score -1.020882e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -10209981.000000 Penalty: 5622.867676
	Iteration 3Q: 3 clusters Score -1.020998e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -10212008.000000 Penalty: 5622.867676
	Iteration 4F: 3 clusters Score -1.021201e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -10215739.000000 Penalty: 5622.867676
	Iteration 5F: 3 clusters Score -1.021574e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -10221952.000000 Penalty: 5622.867676
	Iteration 6F: 3 clusters Score -1.022195e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -10229564.000000 Penalty: 5622.867676
	Iteration 7F: 3 clusters Score -1.022956e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -10235504.000000 Penalty: 5622.867676
	Iteration 8F: 3 clusters Score -1.02355e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10238254.000000 Penalty: 5622.867676
	Iteration 9Q: 3 clusters Score -1.023825e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10238948.000000 Penalty: 5622.867676
	Iteration 10Q: 3 clusters Score -1.023895e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10239183.000000 Penalty: 5622.867676
	Iteration 11Q: 3 clusters Score -1.023918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10239252.000000 Penalty: 5622.867676
	Iteration 12Q: 3 clusters Score -1.023925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10239293.000000 Penalty: 5622.867676
	Iteration 13Q: 3 clusters Score -1.023929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10239299.000000 Penalty: 5622.867676
	Iteration 14Q: 3 clusters Score -1.02393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10239316.000000 Penalty: 5622.867676
	Iteration 15Q: 3 clusters Score -1.023932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10239321.000000 Penalty: 5622.867676
	Iteration 16Q: 3 clusters Score -1.023932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10239322.000000 Penalty: 5622.867676
	Iteration 17Q: 3 clusters Score -1.023932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10239332.000000 Penalty: 5622.867676
	Iteration 18Q: 3 clusters Score -1.023933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10239344.000000 Penalty: 5622.867676
	Iteration 19Q: 3 clusters Score -1.023934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10239342.000000 Penalty: 5622.867676
	Iteration 20F: 3 clusters Score -1.023934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -425543.593750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -425543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -422015.093750 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -422015.1 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -422736.187500 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -422736.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -422906.750000 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -422906.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -422995.500000 Penalty: 4037.451904
	Iteration 3Q: 3 clusters Score -422995.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -423048.218750 Penalty: 4037.451904
	Iteration 4Q: 3 clusters Score -423048.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -423094.437500 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -423094.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -423126.875000 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -423126.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -423153.468750 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -423153.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -423174.750000 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -423174.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -423185.625000 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -423185.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -423197.718750 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -423197.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -423207.125000 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -423207.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -423218.718750 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -423218.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -423228.937500 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -423228.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -423235.781250 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -423235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -423240.000000 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -423240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -423246.250000 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -423246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -423251.093750 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -423251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -423256.187500 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -423256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -423261.562500 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -423261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -423266.218750 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -423266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -423270.718750 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -423270.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -423280.562500 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -423280.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -423286.937500 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -423286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -423294.875000 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -423294.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -423302.437500 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -423302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423308.156250 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -423308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -423314.250000 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -423314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -423321.312500 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -423321.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -423327.843750 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -423327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -423331.656250 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -423331.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -423335.593750 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -423335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -423337.375000 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -423337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -423341.406250 Penalty: 4037.451904
	Iteration 33Q: 3 clusters Score -423341.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -423346.562500 Penalty: 4037.451904
	Iteration 34Q: 3 clusters Score -423346.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -423357.406250 Penalty: 4037.451904
	Iteration 35Q: 3 clusters Score -423357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -423366.593750 Penalty: 4037.451904
	Iteration 36Q: 3 clusters Score -423366.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -423375.218750 Penalty: 4037.451904
	Iteration 37Q: 3 clusters Score -423375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -423381.062500 Penalty: 4037.451904
	Iteration 38Q: 3 clusters Score -423381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -423388.843750 Penalty: 4037.451904
	Iteration 39Q: 3 clusters Score -423388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -423396.406250 Penalty: 4037.451904
	Iteration 40F: 3 clusters Score -423396.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -423401.593750 Penalty: 4037.451904
	Iteration 41Q: 3 clusters Score -423401.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -423409.250000 Penalty: 4037.451904
	Iteration 42Q: 3 clusters Score -423409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -423414.656250 Penalty: 4037.451904
	Iteration 43Q: 3 clusters Score -423414.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -423418.718750 Penalty: 4037.451904
	Iteration 44Q: 3 clusters Score -423418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -423423.468750 Penalty: 4037.451904
	Iteration 45Q: 3 clusters Score -423423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -423427.062500 Penalty: 4037.451904
	Iteration 46Q: 3 clusters Score -423427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -423431.843750 Penalty: 4037.451904
	Iteration 47Q: 3 clusters Score -423431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -423438.343750 Penalty: 4037.451904
	Iteration 48Q: 3 clusters Score -423438.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -423444.281250 Penalty: 4037.451904
	Iteration 49Q: 3 clusters Score -423444.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -423446.906250 Penalty: 4037.451904
	Iteration 50Q: 3 clusters Score -423446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -423450.812500 Penalty: 4037.451904
	Iteration 51Q: 3 clusters Score -423450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -423457.875000 Penalty: 4037.451904
	Iteration 52Q: 3 clusters Score -423457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -423465.906250 Penalty: 4037.451904
	Iteration 53Q: 3 clusters Score -423465.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -423473.968750 Penalty: 4037.451904
	Iteration 54Q: 3 clusters Score -423474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -423481.125000 Penalty: 4037.451904
	Iteration 55Q: 3 clusters Score -423481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -423489.937500 Penalty: 4037.451904
	Iteration 56Q: 3 clusters Score -423489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -423497.343750 Penalty: 4037.451904
	Iteration 57Q: 3 clusters Score -423497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -423506.218750 Penalty: 4037.451904
	Iteration 58Q: 3 clusters Score -423506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -423512.343750 Penalty: 4037.451904
	Iteration 59Q: 3 clusters Score -423512.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -423520.437500 Penalty: 4037.451904
	Iteration 60F: 3 clusters Score -423520.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -423529.375000 Penalty: 4037.451904
	Iteration 61Q: 3 clusters Score -423529.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -423539.281250 Penalty: 4037.451904
	Iteration 62Q: 3 clusters Score -423539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -423548.062500 Penalty: 4037.451904
	Iteration 63Q: 3 clusters Score -423548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -423559.687500 Penalty: 4037.451904
	Iteration 64Q: 3 clusters Score -423559.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -423570.531250 Penalty: 4037.451904
	Iteration 65Q: 3 clusters Score -423570.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -423575.812500 Penalty: 4037.451904
	Iteration 66Q: 3 clusters Score -423575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -423579.281250 Penalty: 4037.451904
	Iteration 67Q: 3 clusters Score -423579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -423582.062500 Penalty: 4037.451904
	Iteration 68Q: 3 clusters Score -423582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -423583.875000 Penalty: 4037.451904
	Iteration 69Q: 3 clusters Score -423583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -423586.812500 Penalty: 4037.451904
	Iteration 70Q: 3 clusters Score -423586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -423589.218750 Penalty: 4037.451904
	Iteration 71Q: 3 clusters Score -423589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -423589.843750 Penalty: 4037.451904
	Iteration 72Q: 3 clusters Score -423589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -423592.906250 Penalty: 4037.451904
	Iteration 73Q: 3 clusters Score -423592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -423597.062500 Penalty: 4037.451904
	Iteration 74Q: 3 clusters Score -423597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -423599.156250 Penalty: 4037.451904
	Iteration 75Q: 3 clusters Score -423599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -423600.906250 Penalty: 4037.451904
	Iteration 76Q: 3 clusters Score -423600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -423603.750000 Penalty: 4037.451904
	Iteration 77Q: 3 clusters Score -423603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -423608.500000 Penalty: 4037.451904
	Iteration 78Q: 3 clusters Score -423608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -423614.093750 Penalty: 4037.451904
	Iteration 79Q: 3 clusters Score -423614.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -423617.468750 Penalty: 4037.451904
	Iteration 80F: 3 clusters Score -423617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -423624.406250 Penalty: 4037.451904
	Iteration 81Q: 3 clusters Score -423624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -423635.718750 Penalty: 4037.451904
	Iteration 82Q: 3 clusters Score -423635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -423642.906250 Penalty: 4037.451904
	Iteration 83Q: 3 clusters Score -423642.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -423652.812500 Penalty: 4037.451904
	Iteration 84Q: 3 clusters Score -423652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -423661.906250 Penalty: 4037.451904
	Iteration 85Q: 3 clusters Score -423661.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -423667.906250 Penalty: 4037.451904
	Iteration 86Q: 3 clusters Score -423667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -423671.593750 Penalty: 4037.451904
	Iteration 87Q: 3 clusters Score -423671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -423675.375000 Penalty: 4037.451904
	Iteration 88Q: 3 clusters Score -423675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -423677.218750 Penalty: 4037.451904
	Iteration 89Q: 3 clusters Score -423677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -423679.937500 Penalty: 4037.451904
	Iteration 90Q: 3 clusters Score -423679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -423681.375000 Penalty: 4037.451904
	Iteration 91Q: 3 clusters Score -423681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -423682.531250 Penalty: 4037.451904
	Iteration 92Q: 3 clusters Score -423682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -423683.968750 Penalty: 4037.451904
	Iteration 93Q: 3 clusters Score -423684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -423685.156250 Penalty: 4037.451904
	Iteration 94Q: 3 clusters Score -423685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -423686.937500 Penalty: 4037.451904
	Iteration 95Q: 3 clusters Score -423686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -423688.968750 Penalty: 4037.451904
	Iteration 96Q: 3 clusters Score -423689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -423692.250000 Penalty: 4037.451904
	Iteration 97Q: 3 clusters Score -423692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -423693.781250 Penalty: 4037.451904
	Iteration 98Q: 3 clusters Score -423693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -423693.781250 Penalty: 4037.451904
	Iteration 99F: 3 clusters Score -423693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -121747.992188 Penalty: 1733.583618
	Iteration 0F: 2 clusters Score -121748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119835.640625 Penalty: 3467.167236
	Iteration 0F: 3 clusters Score -119835.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120404.890625 Penalty: 3467.167236
	Iteration 1F: 3 clusters Score -120404.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120679.554688 Penalty: 3467.167236
	Iteration 2F: 3 clusters Score -120679.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120832.664062 Penalty: 3467.167236
	Iteration 3F: 3 clusters Score -120832.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -120969.859375 Penalty: 3467.167236
	Iteration 4Q: 3 clusters Score -120969.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -121059.281250 Penalty: 3467.167236
	Iteration 5Q: 3 clusters Score -121059.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121111.234375 Penalty: 3467.167236
	Iteration 6Q: 3 clusters Score -121111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -121126.578125 Penalty: 3467.167236
	Iteration 7Q: 3 clusters Score -121126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -121135.570312 Penalty: 3467.167236
	Iteration 8Q: 3 clusters Score -121135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -121140.140625 Penalty: 3467.167236
	Iteration 9Q: 3 clusters Score -121140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121149.906250 Penalty: 3467.167236
	Iteration 10Q: 3 clusters Score -121149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121161.289062 Penalty: 3467.167236
	Iteration 11Q: 3 clusters Score -121161.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -121168.046875 Penalty: 3467.167236
	Iteration 12Q: 3 clusters Score -121168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -121169.804688 Penalty: 3467.167236
	Iteration 13Q: 3 clusters Score -121169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -121171.492188 Penalty: 3467.167236
	Iteration 14Q: 3 clusters Score -121171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -121171.492188 Penalty: 3467.167236
	Iteration 15F: 3 clusters Score -121171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 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 99 members 
Entering Unmasked Estep 
Score: -16958.341797 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -16958.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17100.431641 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17100.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17173.501953 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -17173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17224.042969 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17224.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17255.537109 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17255.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17270.863281 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -17270.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17344.572266 Penalty: 2615.407959
	Iteration 6Q: 3 clusters Score -17344.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17370.697266 Penalty: 2615.407959
	Iteration 7Q: 3 clusters Score -17370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17383.244141 Penalty: 2615.407959
	Iteration 8Q: 3 clusters Score -17383.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17383.244141 Penalty: 2615.407959
	Iteration 9F: 3 clusters Score -17383.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Entering Unmasked Estep 
Score: -20405244.000000 Penalty: 2974.946533
	Iteration 0F: 2 clusters Score -2.040524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
Score: -20301932.000000 Penalty: 5949.893066
	Iteration 0F: 3 clusters Score -2.030193e+07 nChanged 77657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -20347838.000000 Penalty: 5949.893066
	Iteration 1F: 3 clusters Score -2.034784e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -20349744.000000 Penalty: 5949.893066
	Iteration 2Q: 3 clusters Score -2.034974e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -20352600.000000 Penalty: 5949.893066
	Iteration 3Q: 3 clusters Score -2.03526e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -20357842.000000 Penalty: 5949.893066
	Iteration 4F: 3 clusters Score -2.035784e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -20365768.000000 Penalty: 5949.893066
	Iteration 5F: 3 clusters Score -2.036577e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -20376262.000000 Penalty: 5949.893066
	Iteration 6F: 3 clusters Score -2.037626e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135207 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -20386438.000000 Penalty: 5949.893066
	Iteration 7F: 3 clusters Score -2.038644e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -20393726.000000 Penalty: 5949.893066
	Iteration 8F: 3 clusters Score -2.039373e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147319 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -20398276.000000 Penalty: 5949.893066
	Iteration 9Q: 3 clusters Score -2.039828e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -20400382.000000 Penalty: 5949.893066
	Iteration 10Q: 3 clusters Score -2.040038e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -20401764.000000 Penalty: 5949.893066
	Iteration 11Q: 3 clusters Score -2.040176e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -20402438.000000 Penalty: 5949.893066
	Iteration 12Q: 3 clusters Score -2.040244e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -20402820.000000 Penalty: 5949.893066
	Iteration 13Q: 3 clusters Score -2.040282e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -20403030.000000 Penalty: 5949.893066
	Iteration 14Q: 3 clusters Score -2.040303e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -20403160.000000 Penalty: 5949.893066
	Iteration 15Q: 3 clusters Score -2.040316e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -20403312.000000 Penalty: 5949.893066
	Iteration 16Q: 3 clusters Score -2.040331e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -20403350.000000 Penalty: 5949.893066
	Iteration 17Q: 3 clusters Score -2.040335e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -20403356.000000 Penalty: 5949.893066
	Iteration 18Q: 3 clusters Score -2.040336e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -20403316.000000 Penalty: 5949.893066
	Iteration 19Q: 3 clusters Score -2.040332e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158921 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -20403308.000000 Penalty: 5949.893066
	Iteration 20F: 3 clusters Score -2.040331e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -20403306.000000 Penalty: 5949.893066
	Iteration 21Q: 3 clusters Score -2.040331e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159427 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -20403272.000000 Penalty: 5949.893066
	Iteration 22Q: 3 clusters Score -2.040327e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20403282.000000 Penalty: 5949.893066
	Iteration 23Q: 3 clusters Score -2.040328e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159793 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -20403252.000000 Penalty: 5949.893066
	Iteration 24Q: 3 clusters Score -2.040325e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159941 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20403294.000000 Penalty: 5949.893066
	Iteration 25Q: 3 clusters Score -2.040329e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20403264.000000 Penalty: 5949.893066
	Iteration 26Q: 3 clusters Score -2.040326e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160166 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20403288.000000 Penalty: 5949.893066
	Iteration 27Q: 3 clusters Score -2.040329e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -20403272.000000 Penalty: 5949.893066
	Iteration 28Q: 3 clusters Score -2.040327e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20403250.000000 Penalty: 5949.893066
	Iteration 29Q: 3 clusters Score -2.040325e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160402 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20403246.000000 Penalty: 5949.893066
	Iteration 30Q: 3 clusters Score -2.040325e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160482 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20403272.000000 Penalty: 5949.893066
	Iteration 31Q: 3 clusters Score -2.040327e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160556 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20403244.000000 Penalty: 5949.893066
	Iteration 32Q: 3 clusters Score -2.040324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20403274.000000 Penalty: 5949.893066
	Iteration 33Q: 3 clusters Score -2.040327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160661 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20403268.000000 Penalty: 5949.893066
	Iteration 34Q: 3 clusters Score -2.040327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20403302.000000 Penalty: 5949.893066
	Iteration 35Q: 3 clusters Score -2.04033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20403266.000000 Penalty: 5949.893066
	Iteration 36Q: 3 clusters Score -2.040327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20403286.000000 Penalty: 5949.893066
	Iteration 37Q: 3 clusters Score -2.040329e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160800 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20403306.000000 Penalty: 5949.893066
	Iteration 38Q: 3 clusters Score -2.040331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160822 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20403308.000000 Penalty: 5949.893066
	Iteration 39Q: 3 clusters Score -2.040331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20403296.000000 Penalty: 5949.893066
	Iteration 40F: 3 clusters Score -2.04033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160856 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20403296.000000 Penalty: 5949.893066
	Iteration 41Q: 3 clusters Score -2.04033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -20403302.000000 Penalty: 5949.893066
	Iteration 42Q: 3 clusters Score -2.04033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20403318.000000 Penalty: 5949.893066
	Iteration 43Q: 3 clusters Score -2.040332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20403312.000000 Penalty: 5949.893066
	Iteration 44Q: 3 clusters Score -2.040331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20403332.000000 Penalty: 5949.893066
	Iteration 45Q: 3 clusters Score -2.040333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20403342.000000 Penalty: 5949.893066
	Iteration 46Q: 3 clusters Score -2.040334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160945 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20403328.000000 Penalty: 5949.893066
	Iteration 47Q: 3 clusters Score -2.040333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20403314.000000 Penalty: 5949.893066
	Iteration 48Q: 3 clusters Score -2.040331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160964 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20403318.000000 Penalty: 5949.893066
	Iteration 49Q: 3 clusters Score -2.040332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20403322.000000 Penalty: 5949.893066
	Iteration 50Q: 3 clusters Score -2.040332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20403316.000000 Penalty: 5949.893066
	Iteration 51Q: 3 clusters Score -2.040332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160985 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20403324.000000 Penalty: 5949.893066
	Iteration 52Q: 3 clusters Score -2.040332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20403326.000000 Penalty: 5949.893066
	Iteration 53Q: 3 clusters Score -2.040333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -20403326.000000 Penalty: 5949.893066
	Iteration 54Q: 3 clusters Score -2.040333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20403316.000000 Penalty: 5949.893066
	Iteration 55Q: 3 clusters Score -2.040332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20403344.000000 Penalty: 5949.893066
	Iteration 56Q: 3 clusters Score -2.040334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20403318.000000 Penalty: 5949.893066
	Iteration 57Q: 3 clusters Score -2.040332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20403304.000000 Penalty: 5949.893066
	Iteration 58Q: 3 clusters Score -2.04033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161031 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20403294.000000 Penalty: 5949.893066
	Iteration 59Q: 3 clusters Score -2.040329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161031 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20403294.000000 Penalty: 5949.893066
	Iteration 60F: 3 clusters Score -2.040329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -84291.273438 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -84291.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82567.468750 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -82567.47 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82980.835938 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -82980.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83228.023438 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -83228.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83499.835938 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -83499.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83755.648438 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -83755.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84044.492188 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -84044.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84427.617188 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -84427.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84879.875000 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -84879.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85036.757812 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -85036.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -85074.476562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -85074.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85077.562500 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -85077.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85082.820312 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -85082.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85101.765625 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -85101.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85119.718750 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -85119.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85127.156250 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -85127.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85127.156250 Penalty: 3333.229248
	Iteration 15F: 3 clusters Score -85127.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 23243 members 
Mstep: Class 4 contains 83820 members 
Mstep: Class 5 contains 3429 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 162065 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 219 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 202089 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 161415 members 
Entering Unmasked Estep 
Score: -105737944.000000 Penalty: 71147.250000
Splitting cluster 9 changes total score from -105739008.000000 to -105737944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65583.554688 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65583.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65770.945312 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65770.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65838.859375 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -65838.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65881.562500 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65881.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65911.460938 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65911.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65925.242188 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65925.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65934.617188 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65934.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65937.976562 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -65937.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65940.617188 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -65940.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65941.312500 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -65941.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65941.312500 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -65941.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Entering Unmasked Estep 
Score: -2703694.750000 Penalty: 2471.158203
	Iteration 0F: 2 clusters Score -2703695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2688850.250000 Penalty: 4942.316406
	Iteration 0F: 3 clusters Score -2688850 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2693930.000000 Penalty: 4942.316406
	Iteration 1F: 3 clusters Score -2693930 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2694415.250000 Penalty: 4942.316406
	Iteration 2F: 3 clusters Score -2694415 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2694927.250000 Penalty: 4942.316406
	Iteration 3F: 3 clusters Score -2694927 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2695479.250000 Penalty: 4942.316406
	Iteration 4Q: 3 clusters Score -2695479 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2696074.500000 Penalty: 4942.316406
	Iteration 5Q: 3 clusters Score -2696074 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2696658.250000 Penalty: 4942.316406
	Iteration 6Q: 3 clusters Score -2696658 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2697249.750000 Penalty: 4942.316406
	Iteration 7Q: 3 clusters Score -2697250 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2697812.000000 Penalty: 4942.316406
	Iteration 8Q: 3 clusters Score -2697812 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2698328.500000 Penalty: 4942.316406
	Iteration 9Q: 3 clusters Score -2698328 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2698776.500000 Penalty: 4942.316406
	Iteration 10Q: 3 clusters Score -2698776 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2699110.750000 Penalty: 4942.316406
	Iteration 11Q: 3 clusters Score -2699111 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2699309.250000 Penalty: 4942.316406
	Iteration 12Q: 3 clusters Score -2699309 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2699464.750000 Penalty: 4942.316406
	Iteration 13Q: 3 clusters Score -2699465 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2699583.750000 Penalty: 4942.316406
	Iteration 14Q: 3 clusters Score -2699584 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2699684.750000 Penalty: 4942.316406
	Iteration 15Q: 3 clusters Score -2699685 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2699758.750000 Penalty: 4942.316406
	Iteration 16Q: 3 clusters Score -2699759 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2699810.500000 Penalty: 4942.316406
	Iteration 17Q: 3 clusters Score -2699810 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2699854.750000 Penalty: 4942.316406
	Iteration 18Q: 3 clusters Score -2699855 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2699910.000000 Penalty: 4942.316406
	Iteration 19Q: 3 clusters Score -2699910 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2699944.750000 Penalty: 4942.316406
	Iteration 20F: 3 clusters Score -2699945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2699983.000000 Penalty: 4942.316406
	Iteration 21Q: 3 clusters Score -2699983 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2700030.750000 Penalty: 4942.316406
	Iteration 22Q: 3 clusters Score -2700031 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2700095.000000 Penalty: 4942.316406
	Iteration 23Q: 3 clusters Score -2700095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2700120.750000 Penalty: 4942.316406
	Iteration 24Q: 3 clusters Score -2700121 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2700147.500000 Penalty: 4942.316406
	Iteration 25Q: 3 clusters Score -2700148 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2700172.500000 Penalty: 4942.316406
	Iteration 26Q: 3 clusters Score -2700172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2700196.000000 Penalty: 4942.316406
	Iteration 27Q: 3 clusters Score -2700196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2700220.250000 Penalty: 4942.316406
	Iteration 28Q: 3 clusters Score -2700220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2700227.750000 Penalty: 4942.316406
	Iteration 29Q: 3 clusters Score -2700228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2700235.000000 Penalty: 4942.316406
	Iteration 30Q: 3 clusters Score -2700235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2700246.750000 Penalty: 4942.316406
	Iteration 31Q: 3 clusters Score -2700247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2700252.000000 Penalty: 4942.316406
	Iteration 32Q: 3 clusters Score -2700252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2700271.250000 Penalty: 4942.316406
	Iteration 33Q: 3 clusters Score -2700271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2700274.000000 Penalty: 4942.316406
	Iteration 34Q: 3 clusters Score -2700274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2700284.500000 Penalty: 4942.316406
	Iteration 35Q: 3 clusters Score -2700284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2700271.500000 Penalty: 4942.316406
	Iteration 36Q: 3 clusters Score -2700272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2700285.750000 Penalty: 4942.316406
	Iteration 37Q: 3 clusters Score -2700286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2700288.000000 Penalty: 4942.316406
	Iteration 38Q: 3 clusters Score -2700288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2700298.750000 Penalty: 4942.316406
	Iteration 39Q: 3 clusters Score -2700299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2700300.750000 Penalty: 4942.316406
	Iteration 40F: 3 clusters Score -2700301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2700304.750000 Penalty: 4942.316406
	Iteration 41Q: 3 clusters Score -2700305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2700307.500000 Penalty: 4942.316406
	Iteration 42Q: 3 clusters Score -2700308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2700306.750000 Penalty: 4942.316406
	Iteration 43Q: 3 clusters Score -2700307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2700306.250000 Penalty: 4942.316406
	Iteration 44Q: 3 clusters Score -2700306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2700299.250000 Penalty: 4942.316406
	Iteration 45Q: 3 clusters Score -2700299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2700308.000000 Penalty: 4942.316406
	Iteration 46Q: 3 clusters Score -2700308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2700310.750000 Penalty: 4942.316406
	Iteration 47Q: 3 clusters Score -2700311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2700312.250000 Penalty: 4942.316406
	Iteration 48Q: 3 clusters Score -2700312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2700309.500000 Penalty: 4942.316406
	Iteration 49Q: 3 clusters Score -2700310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2700315.250000 Penalty: 4942.316406
	Iteration 50Q: 3 clusters Score -2700315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2700313.000000 Penalty: 4942.316406
	Iteration 51Q: 3 clusters Score -2700313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2700317.750000 Penalty: 4942.316406
	Iteration 52Q: 3 clusters Score -2700318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2700315.250000 Penalty: 4942.316406
	Iteration 53Q: 3 clusters Score -2700315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2700324.000000 Penalty: 4942.316406
	Iteration 54Q: 3 clusters Score -2700324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2700323.750000 Penalty: 4942.316406
	Iteration 55Q: 3 clusters Score -2700324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2700319.500000 Penalty: 4942.316406
	Iteration 56Q: 3 clusters Score -2700320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2700326.000000 Penalty: 4942.316406
	Iteration 57Q: 3 clusters Score -2700326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2700330.500000 Penalty: 4942.316406
	Iteration 58Q: 3 clusters Score -2700330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2700332.500000 Penalty: 4942.316406
	Iteration 59Q: 3 clusters Score -2700332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2700330.250000 Penalty: 4942.316406
	Iteration 60F: 3 clusters Score -2700330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2700326.500000 Penalty: 4942.316406
	Iteration 61Q: 3 clusters Score -2700326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2700330.500000 Penalty: 4942.316406
	Iteration 62Q: 3 clusters Score -2700330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2700325.500000 Penalty: 4942.316406
	Iteration 63Q: 3 clusters Score -2700326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2700327.500000 Penalty: 4942.316406
	Iteration 64Q: 3 clusters Score -2700328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2700331.000000 Penalty: 4942.316406
	Iteration 65Q: 3 clusters Score -2700331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2700329.000000 Penalty: 4942.316406
	Iteration 66Q: 3 clusters Score -2700329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2700331.000000 Penalty: 4942.316406
	Iteration 67Q: 3 clusters Score -2700331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2700330.500000 Penalty: 4942.316406
	Iteration 68Q: 3 clusters Score -2700330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2700328.000000 Penalty: 4942.316406
	Iteration 69Q: 3 clusters Score -2700328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2700327.750000 Penalty: 4942.316406
	Iteration 70Q: 3 clusters Score -2700328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2700326.000000 Penalty: 4942.316406
	Iteration 71Q: 3 clusters Score -2700326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2700331.750000 Penalty: 4942.316406
	Iteration 72Q: 3 clusters Score -2700332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2700331.750000 Penalty: 4942.316406
	Iteration 73F: 3 clusters Score -2700332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 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 299 members 
Entering Unmasked Estep 
Score: -71531.843750 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71531.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71708.398438 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71708.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71746.929688 Penalty: 3177.812500
	Iteration 2Q: 3 clusters Score -71746.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71769.351562 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71769.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71780.476562 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71780.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71789.242188 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71789.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71794.414062 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71794.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71799.421875 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -71799.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71806.070312 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -71806.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71814.546875 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -71814.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71818.539062 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -71818.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71818.539062 Penalty: 3177.812500
	Iteration 11F: 3 clusters Score -71818.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 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 276 members 
Entering Unmasked Estep 
Score: -66319.445312 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66319.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66573.812500 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66573.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66679.945312 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66679.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66720.937500 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66720.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66732.250000 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -66732.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66749.101562 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -66749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66755.726562 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -66755.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66757.953125 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -66757.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66757.953125 Penalty: 3181.075684
	Iteration 8F: 3 clusters Score -66757.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77723.625000 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77723.62 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77971.742188 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -77971.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78071.796875 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78133.445312 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -78133.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78189.664062 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78189.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78288.101562 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78333.960938 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78333.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78352.210938 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78352.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78362.117188 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78362.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78372.281250 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78372.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78377.921875 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78377.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78389.257812 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78389.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78396.570312 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -78396.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78397.195312 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -78397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78408.273438 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -78408.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78413.523438 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -78413.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78417.820312 Penalty: 3258.462646
	Iteration 16Q: 3 clusters Score -78417.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78418.859375 Penalty: 3258.462646
	Iteration 17Q: 3 clusters Score -78418.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78420.445312 Penalty: 3258.462646
	Iteration 18Q: 3 clusters Score -78420.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78424.679688 Penalty: 3258.462646
	Iteration 19Q: 3 clusters Score -78424.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78426.351562 Penalty: 3258.462646
	Iteration 20F: 3 clusters Score -78426.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78429.328125 Penalty: 3258.462646
	Iteration 21Q: 3 clusters Score -78429.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78432.062500 Penalty: 3258.462646
	Iteration 22Q: 3 clusters Score -78432.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78432.726562 Penalty: 3258.462646
	Iteration 23Q: 3 clusters Score -78432.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78432.726562 Penalty: 3258.462646
	Iteration 24F: 3 clusters Score -78432.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -192100.328125 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -192100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -189750.093750 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -189750.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -190105.625000 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -190105.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190238.500000 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -190238.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -190303.828125 Penalty: 3645.856201
	Iteration 3Q: 3 clusters Score -190303.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190338.281250 Penalty: 3645.856201
	Iteration 4Q: 3 clusters Score -190338.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190361.234375 Penalty: 3645.856201
	Iteration 5Q: 3 clusters Score -190361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190371.375000 Penalty: 3645.856201
	Iteration 6Q: 3 clusters Score -190371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190377.343750 Penalty: 3645.856201
	Iteration 7Q: 3 clusters Score -190377.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190383.921875 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -190383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190386.687500 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -190386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -190388.421875 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -190388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190390.453125 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -190390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190391.531250 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -190391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190393.562500 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -190393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190394.750000 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -190394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190395.984375 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -190396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190399.234375 Penalty: 3645.856201
	Iteration 16Q: 3 clusters Score -190399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190402.125000 Penalty: 3645.856201
	Iteration 17Q: 3 clusters Score -190402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190403.406250 Penalty: 3645.856201
	Iteration 18Q: 3 clusters Score -190403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190404.093750 Penalty: 3645.856201
	Iteration 19Q: 3 clusters Score -190404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190404.578125 Penalty: 3645.856201
	Iteration 20F: 3 clusters Score -190404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (202089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202089 members 
Entering Unmasked Estep 
Score: -25317286.000000 Penalty: 3029.682861
	Iteration 0F: 2 clusters Score -2.531729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -25191000.000000 Penalty: 6059.365723
	Iteration 0F: 3 clusters Score -2.5191e+07 nChanged 97127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -25246878.000000 Penalty: 6059.365723
	Iteration 1F: 3 clusters Score -2.524688e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 107408 members 
Entering Unmasked Estep 
Score: -25248060.000000 Penalty: 6059.365723
	Iteration 2Q: 3 clusters Score -2.524806e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -25249824.000000 Penalty: 6059.365723
	Iteration 3Q: 3 clusters Score -2.524982e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -25252828.000000 Penalty: 6059.365723
	Iteration 4Q: 3 clusters Score -2.525283e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -25258332.000000 Penalty: 6059.365723
	Iteration 5F: 3 clusters Score -2.525833e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -25268104.000000 Penalty: 6059.365723
	Iteration 6F: 3 clusters Score -2.52681e+07 nChanged 17328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 155655 members 
Entering Unmasked Estep 
Score: -25283014.000000 Penalty: 6059.365723
	Iteration 7F: 3 clusters Score -2.528301e+07 nChanged 16459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 171054 members 
Entering Unmasked Estep 
Score: -25297692.000000 Penalty: 6059.365723
	Iteration 8F: 3 clusters Score -2.529769e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -25307746.000000 Penalty: 6059.365723
	Iteration 9F: 3 clusters Score -2.530775e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -25313288.000000 Penalty: 6059.365723
	Iteration 10Q: 3 clusters Score -2.531329e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 188289 members 
Entering Unmasked Estep 
Score: -25316022.000000 Penalty: 6059.365723
	Iteration 11Q: 3 clusters Score -2.531602e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 188896 members 
Entering Unmasked Estep 
Score: -25317398.000000 Penalty: 6059.365723
	Iteration 12Q: 3 clusters Score -2.53174e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 189258 members 
Entering Unmasked Estep 
Score: -25317988.000000 Penalty: 6059.365723
	Iteration 13Q: 3 clusters Score -2.531799e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 189472 members 
Entering Unmasked Estep 
Score: -25318330.000000 Penalty: 6059.365723
	Iteration 14Q: 3 clusters Score -2.531833e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 189568 members 
Entering Unmasked Estep 
Score: -25318486.000000 Penalty: 6059.365723
	Iteration 15Q: 3 clusters Score -2.531849e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 189657 members 
Entering Unmasked Estep 
Score: -25318586.000000 Penalty: 6059.365723
	Iteration 16Q: 3 clusters Score -2.531859e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 189720 members 
Entering Unmasked Estep 
Score: -25318616.000000 Penalty: 6059.365723
	Iteration 17Q: 3 clusters Score -2.531862e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 189773 members 
Entering Unmasked Estep 
Score: -25318612.000000 Penalty: 6059.365723
	Iteration 18Q: 3 clusters Score -2.531861e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 189798 members 
Entering Unmasked Estep 
Score: -25318638.000000 Penalty: 6059.365723
	Iteration 19Q: 3 clusters Score -2.531864e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -25318678.000000 Penalty: 6059.365723
	Iteration 20F: 3 clusters Score -2.531868e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -25318778.000000 Penalty: 6059.365723
	Iteration 21Q: 3 clusters Score -2.531878e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -25318722.000000 Penalty: 6059.365723
	Iteration 22Q: 3 clusters Score -2.531872e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 189791 members 
Entering Unmasked Estep 
Score: -25318718.000000 Penalty: 6059.365723
	Iteration 23Q: 3 clusters Score -2.531872e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 189772 members 
Entering Unmasked Estep 
Score: -25318706.000000 Penalty: 6059.365723
	Iteration 24Q: 3 clusters Score -2.531871e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 189763 members 
Entering Unmasked Estep 
Score: -25318718.000000 Penalty: 6059.365723
	Iteration 25Q: 3 clusters Score -2.531872e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 189756 members 
Entering Unmasked Estep 
Score: -25318728.000000 Penalty: 6059.365723
	Iteration 26Q: 3 clusters Score -2.531873e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 189751 members 
Entering Unmasked Estep 
Score: -25318710.000000 Penalty: 6059.365723
	Iteration 27Q: 3 clusters Score -2.531871e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -25318730.000000 Penalty: 6059.365723
	Iteration 28Q: 3 clusters Score -2.531873e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 189721 members 
Entering Unmasked Estep 
Score: -25318750.000000 Penalty: 6059.365723
	Iteration 29Q: 3 clusters Score -2.531875e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 189709 members 
Entering Unmasked Estep 
Score: -25318728.000000 Penalty: 6059.365723
	Iteration 30Q: 3 clusters Score -2.531873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -25318746.000000 Penalty: 6059.365723
	Iteration 31Q: 3 clusters Score -2.531875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -25318778.000000 Penalty: 6059.365723
	Iteration 32Q: 3 clusters Score -2.531878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 189667 members 
Entering Unmasked Estep 
Score: -25318800.000000 Penalty: 6059.365723
	Iteration 33Q: 3 clusters Score -2.53188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -25318808.000000 Penalty: 6059.365723
	Iteration 34Q: 3 clusters Score -2.531881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 189651 members 
Entering Unmasked Estep 
Score: -25318794.000000 Penalty: 6059.365723
	Iteration 35Q: 3 clusters Score -2.531879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -25318782.000000 Penalty: 6059.365723
	Iteration 36Q: 3 clusters Score -2.531878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -25318790.000000 Penalty: 6059.365723
	Iteration 37Q: 3 clusters Score -2.531879e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 189643 members 
Entering Unmasked Estep 
Score: -25318764.000000 Penalty: 6059.365723
	Iteration 38Q: 3 clusters Score -2.531876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 189632 members 
Entering Unmasked Estep 
Score: -25318806.000000 Penalty: 6059.365723
	Iteration 39Q: 3 clusters Score -2.531881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 189627 members 
Entering Unmasked Estep 
Score: -25318806.000000 Penalty: 6059.365723
	Iteration 40F: 3 clusters Score -2.531881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 189623 members 
Entering Unmasked Estep 
Score: -25318808.000000 Penalty: 6059.365723
	Iteration 41Q: 3 clusters Score -2.531881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 189621 members 
Entering Unmasked Estep 
Score: -25318812.000000 Penalty: 6059.365723
	Iteration 42Q: 3 clusters Score -2.531881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 189616 members 
Entering Unmasked Estep 
Score: -25318822.000000 Penalty: 6059.365723
	Iteration 43Q: 3 clusters Score -2.531882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 189606 members 
Entering Unmasked Estep 
Score: -25318820.000000 Penalty: 6059.365723
	Iteration 44Q: 3 clusters Score -2.531882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 189602 members 
Entering Unmasked Estep 
Score: -25318824.000000 Penalty: 6059.365723
	Iteration 45Q: 3 clusters Score -2.531882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 189597 members 
Entering Unmasked Estep 
Score: -25318824.000000 Penalty: 6059.365723
	Iteration 46Q: 3 clusters Score -2.531882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 189594 members 
Entering Unmasked Estep 
Score: -25318820.000000 Penalty: 6059.365723
	Iteration 47Q: 3 clusters Score -2.531882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 189590 members 
Entering Unmasked Estep 
Score: -25318820.000000 Penalty: 6059.365723
	Iteration 48Q: 3 clusters Score -2.531882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 189585 members 
Entering Unmasked Estep 
Score: -25318832.000000 Penalty: 6059.365723
	Iteration 49Q: 3 clusters Score -2.531883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -25318852.000000 Penalty: 6059.365723
	Iteration 50Q: 3 clusters Score -2.531885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 189567 members 
Entering Unmasked Estep 
Score: -25318848.000000 Penalty: 6059.365723
	Iteration 51Q: 3 clusters Score -2.531885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 189559 members 
Entering Unmasked Estep 
Score: -25318860.000000 Penalty: 6059.365723
	Iteration 52Q: 3 clusters Score -2.531886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 189552 members 
Entering Unmasked Estep 
Score: -25318858.000000 Penalty: 6059.365723
	Iteration 53Q: 3 clusters Score -2.531886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 189543 members 
Entering Unmasked Estep 
Score: -25318846.000000 Penalty: 6059.365723
	Iteration 54Q: 3 clusters Score -2.531885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 189537 members 
Entering Unmasked Estep 
Score: -25318860.000000 Penalty: 6059.365723
	Iteration 55Q: 3 clusters Score -2.531886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 189525 members 
Entering Unmasked Estep 
Score: -25318868.000000 Penalty: 6059.365723
	Iteration 56Q: 3 clusters Score -2.531887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 189514 members 
Entering Unmasked Estep 
Score: -25318888.000000 Penalty: 6059.365723
	Iteration 57Q: 3 clusters Score -2.531889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 189501 members 
Entering Unmasked Estep 
Score: -25318890.000000 Penalty: 6059.365723
	Iteration 58Q: 3 clusters Score -2.531889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 189480 members 
Entering Unmasked Estep 
Score: -25318864.000000 Penalty: 6059.365723
	Iteration 59Q: 3 clusters Score -2.531886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 189467 members 
Entering Unmasked Estep 
Score: -25318886.000000 Penalty: 6059.365723
	Iteration 60F: 3 clusters Score -2.531889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 189452 members 
Entering Unmasked Estep 
Score: -25318906.000000 Penalty: 6059.365723
	Iteration 61Q: 3 clusters Score -2.531891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 189433 members 
Entering Unmasked Estep 
Score: -25318896.000000 Penalty: 6059.365723
	Iteration 62Q: 3 clusters Score -2.53189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 189418 members 
Entering Unmasked Estep 
Score: -25318934.000000 Penalty: 6059.365723
	Iteration 63Q: 3 clusters Score -2.531893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 189401 members 
Entering Unmasked Estep 
Score: -25318912.000000 Penalty: 6059.365723
	Iteration 64Q: 3 clusters Score -2.531891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 189391 members 
Entering Unmasked Estep 
Score: -25318914.000000 Penalty: 6059.365723
	Iteration 65Q: 3 clusters Score -2.531891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 189381 members 
Entering Unmasked Estep 
Score: -25318886.000000 Penalty: 6059.365723
	Iteration 66Q: 3 clusters Score -2.531889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 189372 members 
Entering Unmasked Estep 
Score: -25318898.000000 Penalty: 6059.365723
	Iteration 67Q: 3 clusters Score -2.53189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 189367 members 
Entering Unmasked Estep 
Score: -25318888.000000 Penalty: 6059.365723
	Iteration 68Q: 3 clusters Score -2.531889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -25318880.000000 Penalty: 6059.365723
	Iteration 69Q: 3 clusters Score -2.531888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 189354 members 
Entering Unmasked Estep 
Score: -25318882.000000 Penalty: 6059.365723
	Iteration 70Q: 3 clusters Score -2.531888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 189349 members 
Entering Unmasked Estep 
Score: -25318916.000000 Penalty: 6059.365723
	Iteration 71Q: 3 clusters Score -2.531892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -25318900.000000 Penalty: 6059.365723
	Iteration 72Q: 3 clusters Score -2.53189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 189331 members 
Entering Unmasked Estep 
Score: -25318898.000000 Penalty: 6059.365723
	Iteration 73Q: 3 clusters Score -2.53189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 189322 members 
Entering Unmasked Estep 
Score: -25318908.000000 Penalty: 6059.365723
	Iteration 74Q: 3 clusters Score -2.531891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 189313 members 
Entering Unmasked Estep 
Score: -25318906.000000 Penalty: 6059.365723
	Iteration 75Q: 3 clusters Score -2.531891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 189307 members 
Entering Unmasked Estep 
Score: -25318904.000000 Penalty: 6059.365723
	Iteration 76Q: 3 clusters Score -2.53189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 189302 members 
Entering Unmasked Estep 
Score: -25318896.000000 Penalty: 6059.365723
	Iteration 77Q: 3 clusters Score -2.53189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 189300 members 
Entering Unmasked Estep 
Score: -25318910.000000 Penalty: 6059.365723
	Iteration 78Q: 3 clusters Score -2.531891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 189296 members 
Entering Unmasked Estep 
Score: -25318906.000000 Penalty: 6059.365723
	Iteration 79Q: 3 clusters Score -2.531891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 189294 members 
Entering Unmasked Estep 
Score: -25318906.000000 Penalty: 6059.365723
	Iteration 80F: 3 clusters Score -2.531891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 189294 members 
Entering Unmasked Estep 
Score: -25318902.000000 Penalty: 6059.365723
	Iteration 81Q: 3 clusters Score -2.53189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 189291 members 
Entering Unmasked Estep 
Score: -25318888.000000 Penalty: 6059.365723
	Iteration 82Q: 3 clusters Score -2.531889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 189292 members 
Entering Unmasked Estep 
Score: -25318884.000000 Penalty: 6059.365723
	Iteration 83Q: 3 clusters Score -2.531888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 189291 members 
Entering Unmasked Estep 
Score: -25318904.000000 Penalty: 6059.365723
	Iteration 84Q: 3 clusters Score -2.53189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 189288 members 
Entering Unmasked Estep 
Score: -25318916.000000 Penalty: 6059.365723
	Iteration 85Q: 3 clusters Score -2.531892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 189284 members 
Entering Unmasked Estep 
Score: -25318902.000000 Penalty: 6059.365723
	Iteration 86Q: 3 clusters Score -2.53189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 189282 members 
Entering Unmasked Estep 
Score: -25318920.000000 Penalty: 6059.365723
	Iteration 87Q: 3 clusters Score -2.531892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -25318912.000000 Penalty: 6059.365723
	Iteration 88Q: 3 clusters Score -2.531891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -25318912.000000 Penalty: 6059.365723
	Iteration 89F: 3 clusters Score -2.531891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 23243 members 
Mstep: Class 4 contains 83820 members 
Mstep: Class 5 contains 3429 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 162065 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 189281 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 12808 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 161415 members 
Entering Unmasked Estep 
Score: -105739184.000000 Penalty: 71147.250000
Splitting cluster 17 changes total score from -105739008.000000 to -105739184.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -100322.539062 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -100322.5 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 427 members 
Entering Unmasked Estep 
Score: -98511.093750 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -98511.09 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98750.351562 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -98750.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98808.187500 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -98808.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98827.054688 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -98827.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98846.867188 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -98846.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98869.695312 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -98869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98877.179688 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -98877.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98885.164062 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -98885.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98888.335938 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -98888.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98889.968750 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -98889.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98894.039062 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -98894.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98898.312500 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -98898.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98900.773438 Penalty: 3335.020996
	Iteration 12Q: 3 clusters Score -98900.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98902.242188 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -98902.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98906.281250 Penalty: 3335.020996
	Iteration 14Q: 3 clusters Score -98906.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98908.070312 Penalty: 3335.020996
	Iteration 15Q: 3 clusters Score -98908.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98913.335938 Penalty: 3335.020996
	Iteration 16Q: 3 clusters Score -98913.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98914.656250 Penalty: 3335.020996
	Iteration 17Q: 3 clusters Score -98914.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98919.953125 Penalty: 3335.020996
	Iteration 18Q: 3 clusters Score -98919.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98920.570312 Penalty: 3335.020996
	Iteration 19Q: 3 clusters Score -98920.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98920.570312 Penalty: 3335.020996
	Iteration 20F: 3 clusters Score -98920.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -40231.117188 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -40231.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38912.835938 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -38912.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39027.457031 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -39027.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39053.167969 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -39053.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39074.761719 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -39074.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39084.160156 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -39084.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39092.503906 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -39092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39099.414062 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -39099.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39105.417969 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -39105.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39115.171875 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -39115.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39117.613281 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -39117.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39124.222656 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -39124.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39124.222656 Penalty: 2913.965820
	Iteration 11F: 3 clusters Score -39124.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32204.744141 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -32204.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31008.933594 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -31008.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31143.810547 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -31143.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31191.990234 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -31191.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31241.873047 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -31241.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31257.830078 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -31257.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31273.705078 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -31273.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31280.416016 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -31280.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31282.673828 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -31282.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31282.673828 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -31282.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (161415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161415 members 
Entering Unmasked Estep 
Score: -20391448.000000 Penalty: 2973.949951
	Iteration 0F: 2 clusters Score -2.039145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -20289620.000000 Penalty: 5947.899902
	Iteration 0F: 3 clusters Score -2.028962e+07 nChanged 77174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -20334180.000000 Penalty: 5947.899902
	Iteration 1F: 3 clusters Score -2.033418e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -20335034.000000 Penalty: 5947.899902
	Iteration 2Q: 3 clusters Score -2.033503e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -20335846.000000 Penalty: 5947.899902
	Iteration 3Q: 3 clusters Score -2.033585e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -20337058.000000 Penalty: 5947.899902
	Iteration 4Q: 3 clusters Score -2.033706e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -20338986.000000 Penalty: 5947.899902
	Iteration 5Q: 3 clusters Score -2.033899e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -20341702.000000 Penalty: 5947.899902
	Iteration 6Q: 3 clusters Score -2.03417e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -20346274.000000 Penalty: 5947.899902
	Iteration 7F: 3 clusters Score -2.034627e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -20352946.000000 Penalty: 5947.899902
	Iteration 8F: 3 clusters Score -2.035295e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 112878 members 
Entering Unmasked Estep 
Score: -20361976.000000 Penalty: 5947.899902
	Iteration 9F: 3 clusters Score -2.036198e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 120787 members 
Entering Unmasked Estep 
Score: -20371028.000000 Penalty: 5947.899902
	Iteration 10F: 3 clusters Score -2.037103e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -20377898.000000 Penalty: 5947.899902
	Iteration 11F: 3 clusters Score -2.03779e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 130485 members 
Entering Unmasked Estep 
Score: -20381562.000000 Penalty: 5947.899902
	Iteration 12Q: 3 clusters Score -2.038156e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 133330 members 
Entering Unmasked Estep 
Score: -20383618.000000 Penalty: 5947.899902
	Iteration 13Q: 3 clusters Score -2.038362e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 135788 members 
Entering Unmasked Estep 
Score: -20384996.000000 Penalty: 5947.899902
	Iteration 14Q: 3 clusters Score -2.0385e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 137990 members 
Entering Unmasked Estep 
Score: -20386002.000000 Penalty: 5947.899902
	Iteration 15Q: 3 clusters Score -2.0386e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -20386952.000000 Penalty: 5947.899902
	Iteration 16Q: 3 clusters Score -2.038695e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 141962 members 
Entering Unmasked Estep 
Score: -20387828.000000 Penalty: 5947.899902
	Iteration 17Q: 3 clusters Score -2.038783e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -20388586.000000 Penalty: 5947.899902
	Iteration 18Q: 3 clusters Score -2.038859e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -20389134.000000 Penalty: 5947.899902
	Iteration 19Q: 3 clusters Score -2.038913e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 147008 members 
Entering Unmasked Estep 
Score: -20389560.000000 Penalty: 5947.899902
	Iteration 20F: 3 clusters Score -2.038956e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -20389958.000000 Penalty: 5947.899902
	Iteration 21Q: 3 clusters Score -2.038996e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -20390166.000000 Penalty: 5947.899902
	Iteration 22Q: 3 clusters Score -2.039017e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 150957 members 
Entering Unmasked Estep 
Score: -20390354.000000 Penalty: 5947.899902
	Iteration 23Q: 3 clusters Score -2.039035e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -20390476.000000 Penalty: 5947.899902
	Iteration 24Q: 3 clusters Score -2.039048e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -20390498.000000 Penalty: 5947.899902
	Iteration 25Q: 3 clusters Score -2.03905e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -20390520.000000 Penalty: 5947.899902
	Iteration 26Q: 3 clusters Score -2.039052e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -20390578.000000 Penalty: 5947.899902
	Iteration 27Q: 3 clusters Score -2.039058e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -20390632.000000 Penalty: 5947.899902
	Iteration 28Q: 3 clusters Score -2.039063e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 155631 members 
Entering Unmasked Estep 
Score: -20390614.000000 Penalty: 5947.899902
	Iteration 29Q: 3 clusters Score -2.039061e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 156140 members 
Entering Unmasked Estep 
Score: -20390520.000000 Penalty: 5947.899902
	Iteration 30Q: 3 clusters Score -2.039052e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -20390466.000000 Penalty: 5947.899902
	Iteration 31Q: 3 clusters Score -2.039047e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -20390436.000000 Penalty: 5947.899902
	Iteration 32Q: 3 clusters Score -2.039044e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -20390364.000000 Penalty: 5947.899902
	Iteration 33Q: 3 clusters Score -2.039036e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -20390432.000000 Penalty: 5947.899902
	Iteration 34Q: 3 clusters Score -2.039043e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -20390362.000000 Penalty: 5947.899902
	Iteration 35Q: 3 clusters Score -2.039036e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -20390390.000000 Penalty: 5947.899902
	Iteration 36Q: 3 clusters Score -2.039039e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 158112 members 
Entering Unmasked Estep 
Score: -20390336.000000 Penalty: 5947.899902
	Iteration 37Q: 3 clusters Score -2.039034e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -20390274.000000 Penalty: 5947.899902
	Iteration 38Q: 3 clusters Score -2.039027e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
Score: -20390254.000000 Penalty: 5947.899902
	Iteration 39Q: 3 clusters Score -2.039025e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 158510 members 
Entering Unmasked Estep 
Score: -20390256.000000 Penalty: 5947.899902
	Iteration 40F: 3 clusters Score -2.039026e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -20390222.000000 Penalty: 5947.899902
	Iteration 41Q: 3 clusters Score -2.039022e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -20390172.000000 Penalty: 5947.899902
	Iteration 42Q: 3 clusters Score -2.039017e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 158771 members 
Entering Unmasked Estep 
Score: -20390188.000000 Penalty: 5947.899902
	Iteration 43Q: 3 clusters Score -2.039019e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 158827 members 
Entering Unmasked Estep 
Score: -20390146.000000 Penalty: 5947.899902
	Iteration 44Q: 3 clusters Score -2.039015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -20390132.000000 Penalty: 5947.899902
	Iteration 45Q: 3 clusters Score -2.039013e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -20390124.000000 Penalty: 5947.899902
	Iteration 46Q: 3 clusters Score -2.039012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -20390148.000000 Penalty: 5947.899902
	Iteration 47Q: 3 clusters Score -2.039015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -20390136.000000 Penalty: 5947.899902
	Iteration 48Q: 3 clusters Score -2.039014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -20390110.000000 Penalty: 5947.899902
	Iteration 49Q: 3 clusters Score -2.039011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -20390114.000000 Penalty: 5947.899902
	Iteration 50Q: 3 clusters Score -2.039011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -20390090.000000 Penalty: 5947.899902
	Iteration 51Q: 3 clusters Score -2.039009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -20390088.000000 Penalty: 5947.899902
	Iteration 52Q: 3 clusters Score -2.039009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -20390078.000000 Penalty: 5947.899902
	Iteration 53Q: 3 clusters Score -2.039008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -20390086.000000 Penalty: 5947.899902
	Iteration 54Q: 3 clusters Score -2.039009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -20390052.000000 Penalty: 5947.899902
	Iteration 55Q: 3 clusters Score -2.039005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -20390064.000000 Penalty: 5947.899902
	Iteration 56Q: 3 clusters Score -2.039006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -20390066.000000 Penalty: 5947.899902
	Iteration 57Q: 3 clusters Score -2.039007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -20390068.000000 Penalty: 5947.899902
	Iteration 58Q: 3 clusters Score -2.039007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -20390070.000000 Penalty: 5947.899902
	Iteration 59Q: 3 clusters Score -2.039007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -20390046.000000 Penalty: 5947.899902
	Iteration 60F: 3 clusters Score -2.039005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 159375 members 
Entering Unmasked Estep 
Score: -20390038.000000 Penalty: 5947.899902
	Iteration 61Q: 3 clusters Score -2.039004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -20390046.000000 Penalty: 5947.899902
	Iteration 62Q: 3 clusters Score -2.039005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 159415 members 
Entering Unmasked Estep 
Score: -20390040.000000 Penalty: 5947.899902
	Iteration 63Q: 3 clusters Score -2.039004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -20390026.000000 Penalty: 5947.899902
	Iteration 64Q: 3 clusters Score -2.039003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -20390036.000000 Penalty: 5947.899902
	Iteration 65Q: 3 clusters Score -2.039004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -20390026.000000 Penalty: 5947.899902
	Iteration 66Q: 3 clusters Score -2.039003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 159466 members 
Entering Unmasked Estep 
Score: -20390014.000000 Penalty: 5947.899902
	Iteration 67Q: 3 clusters Score -2.039001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -20390022.000000 Penalty: 5947.899902
	Iteration 68Q: 3 clusters Score -2.039002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -20390034.000000 Penalty: 5947.899902
	Iteration 69Q: 3 clusters Score -2.039003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 159488 members 
Entering Unmasked Estep 
Score: -20390052.000000 Penalty: 5947.899902
	Iteration 70Q: 3 clusters Score -2.039005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 159494 members 
Entering Unmasked Estep 
Score: -20390054.000000 Penalty: 5947.899902
	Iteration 71Q: 3 clusters Score -2.039005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -20390052.000000 Penalty: 5947.899902
	Iteration 72Q: 3 clusters Score -2.039005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -20390070.000000 Penalty: 5947.899902
	Iteration 73Q: 3 clusters Score -2.039007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -20390072.000000 Penalty: 5947.899902
	Iteration 74Q: 3 clusters Score -2.039007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -20390062.000000 Penalty: 5947.899902
	Iteration 75Q: 3 clusters Score -2.039006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -20390042.000000 Penalty: 5947.899902
	Iteration 76Q: 3 clusters Score -2.039004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -20390034.000000 Penalty: 5947.899902
	Iteration 77Q: 3 clusters Score -2.039003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -20390040.000000 Penalty: 5947.899902
	Iteration 78Q: 3 clusters Score -2.039004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 159530 members 
Entering Unmasked Estep 
Score: -20390026.000000 Penalty: 5947.899902
	Iteration 79Q: 3 clusters Score -2.039003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 159533 members 
Entering Unmasked Estep 
Score: -20390038.000000 Penalty: 5947.899902
	Iteration 80F: 3 clusters Score -2.039004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -20390046.000000 Penalty: 5947.899902
	Iteration 81Q: 3 clusters Score -2.039005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 159544 members 
Entering Unmasked Estep 
Score: -20390060.000000 Penalty: 5947.899902
	Iteration 82Q: 3 clusters Score -2.039006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -20390052.000000 Penalty: 5947.899902
	Iteration 83Q: 3 clusters Score -2.039005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -20390048.000000 Penalty: 5947.899902
	Iteration 84Q: 3 clusters Score -2.039005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 159557 members 
Entering Unmasked Estep 
Score: -20390050.000000 Penalty: 5947.899902
	Iteration 85Q: 3 clusters Score -2.039005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 159557 members 
Entering Unmasked Estep 
Score: -20390050.000000 Penalty: 5947.899902
	Iteration 86F: 3 clusters Score -2.039005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 23243 members 
Mstep: Class 4 contains 83820 members 
Mstep: Class 5 contains 3429 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 162065 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 12808 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 161415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740400.000000 Penalty: 71147.250000
Iteration 239Q: 22 clusters Score -1.057404e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183630 members 
Mstep: Class 2 contains 8807 members 
Mstep: Class 3 contains 23187 members 
Mstep: Class 4 contains 84036 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 162043 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 20968 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 188198 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 161330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741504.000000 Penalty: 71147.250000
Iteration 240F: 22 clusters Score -1.057415e+08 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183465 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 23065 members 
Mstep: Class 4 contains 83595 members 
Mstep: Class 5 contains 3431 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 161391 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 20670 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 189851 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 160659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742496.000000 Penalty: 71147.250000
Iteration 241Q: 22 clusters Score -1.057425e+08 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 8851 members 
Mstep: Class 3 contains 22967 members 
Mstep: Class 4 contains 83124 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160831 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 20394 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 191258 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 15076 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 22 contains 160111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105743120.000000 Penalty: 71147.250000
Iteration 242Q: 22 clusters Score -1.057431e+08 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 22863 members 
Mstep: Class 4 contains 82602 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 160311 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 192572 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 15845 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 22 contains 159748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105743440.000000 Penalty: 71147.250000
Iteration 243Q: 22 clusters Score -1.057434e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182476 members 
Mstep: Class 2 contains 8866 members 
Mstep: Class 3 contains 22782 members 
Mstep: Class 4 contains 82076 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 1095 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159889 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 193647 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 16606 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 22 contains 159532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105743888.000000 Penalty: 71147.250000
Iteration 244Q: 22 clusters Score -1.057439e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181992 members 
Mstep: Class 2 contains 8865 members 
Mstep: Class 3 contains 22729 members 
Mstep: Class 4 contains 81568 members 
Mstep: Class 5 contains 3440 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159616 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19789 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 194518 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 17331 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744232.000000 Penalty: 71147.250000
Iteration 245Q: 22 clusters Score -1.057442e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 8860 members 
Mstep: Class 3 contains 22685 members 
Mstep: Class 4 contains 81054 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159403 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19637 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195210 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 18055 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744296.000000 Penalty: 71147.250000
Iteration 246Q: 22 clusters Score -1.057443e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 80589 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159266 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195718 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 18729 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744864.000000 Penalty: 71147.250000
Iteration 247Q: 22 clusters Score -1.057449e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180809 members 
Mstep: Class 2 contains 8849 members 
Mstep: Class 3 contains 22587 members 
Mstep: Class 4 contains 80162 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159152 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196047 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 19406 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744560.000000 Penalty: 71147.250000
Iteration 248Q: 22 clusters Score -1.057446e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180547 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 22532 members 
Mstep: Class 4 contains 79753 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159065 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196252 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744560.000000 Penalty: 71147.250000
Iteration 249Q: 22 clusters Score -1.057446e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180317 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 79356 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 159015 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196419 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 20685 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744544.000000 Penalty: 71147.250000
Iteration 250Q: 22 clusters Score -1.057445e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180123 members 
Mstep: Class 2 contains 8802 members 
Mstep: Class 3 contains 22438 members 
Mstep: Class 4 contains 78992 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158965 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19211 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196534 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 21291 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744744.000000 Penalty: 71147.250000
Iteration 251Q: 22 clusters Score -1.057447e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 8785 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 4 contains 78624 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158970 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19160 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196609 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 21893 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744936.000000 Penalty: 71147.250000
Iteration 252Q: 22 clusters Score -1.057449e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179851 members 
Mstep: Class 2 contains 8767 members 
Mstep: Class 3 contains 22382 members 
Mstep: Class 4 contains 78288 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158966 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19125 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196616 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 22471 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745112.000000 Penalty: 71147.250000
Iteration 253Q: 22 clusters Score -1.057451e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 8749 members 
Mstep: Class 3 contains 22357 members 
Mstep: Class 4 contains 77971 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158983 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19076 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196673 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 23010 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745328.000000 Penalty: 71147.250000
Iteration 254Q: 22 clusters Score -1.057453e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 22331 members 
Mstep: Class 4 contains 77648 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158978 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196686 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 23565 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745320.000000 Penalty: 71147.250000
Iteration 255Q: 22 clusters Score -1.057453e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 22302 members 
Mstep: Class 4 contains 77377 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158965 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196689 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 24075 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745280.000000 Penalty: 71147.250000
Iteration 256Q: 22 clusters Score -1.057453e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179465 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 22276 members 
Mstep: Class 4 contains 77130 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158931 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18982 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196731 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 159009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745416.000000 Penalty: 71147.250000
Iteration 257Q: 22 clusters Score -1.057454e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 8674 members 
Mstep: Class 3 contains 22238 members 
Mstep: Class 4 contains 76902 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158896 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196715 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 25039 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745544.000000 Penalty: 71147.250000
Iteration 258Q: 22 clusters Score -1.057455e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179377 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 22208 members 
Mstep: Class 4 contains 76681 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158848 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18909 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196737 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 25479 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745768.000000 Penalty: 71147.250000
Iteration 259Q: 22 clusters Score -1.057458e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 8634 members 
Mstep: Class 3 contains 22163 members 
Mstep: Class 4 contains 76503 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158790 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18882 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196743 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 25864 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746024.000000 Penalty: 71147.250000
Iteration 260F: 22 clusters Score -1.05746e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 76282 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158721 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18850 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196764 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 26294 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746184.000000 Penalty: 71147.250000
Iteration 261Q: 22 clusters Score -1.057462e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 8581 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 76073 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158622 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18826 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196839 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 26702 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746512.000000 Penalty: 71147.250000
Iteration 262Q: 22 clusters Score -1.057465e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 8547 members 
Mstep: Class 3 contains 22066 members 
Mstep: Class 4 contains 75867 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158490 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18810 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196938 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 27114 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746632.000000 Penalty: 71147.250000
Iteration 263Q: 22 clusters Score -1.057466e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 22029 members 
Mstep: Class 4 contains 75689 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158382 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18792 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197014 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 27518 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746752.000000 Penalty: 71147.250000
Iteration 264Q: 22 clusters Score -1.057468e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179153 members 
Mstep: Class 2 contains 8455 members 
Mstep: Class 3 contains 22006 members 
Mstep: Class 4 contains 75510 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158256 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197059 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 27949 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746936.000000 Penalty: 71147.250000
Iteration 265Q: 22 clusters Score -1.057469e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179103 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 21967 members 
Mstep: Class 4 contains 75349 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 158113 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18758 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197103 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 28376 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746864.000000 Penalty: 71147.250000
Iteration 266Q: 22 clusters Score -1.057469e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179044 members 
Mstep: Class 2 contains 8369 members 
Mstep: Class 3 contains 21937 members 
Mstep: Class 4 contains 75199 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157995 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18748 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197128 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 28785 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746976.000000 Penalty: 71147.250000
Iteration 267Q: 22 clusters Score -1.05747e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179000 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 21913 members 
Mstep: Class 4 contains 75049 members 
Mstep: Class 5 contains 3522 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157888 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18728 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197109 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 29225 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746992.000000 Penalty: 71147.250000
Iteration 268Q: 22 clusters Score -1.05747e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178944 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 21887 members 
Mstep: Class 4 contains 74900 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157796 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18707 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197093 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 29663 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747216.000000 Penalty: 71147.250000
Iteration 269Q: 22 clusters Score -1.057472e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178914 members 
Mstep: Class 2 contains 8237 members 
Mstep: Class 3 contains 21864 members 
Mstep: Class 4 contains 74744 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157694 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197070 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 30081 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747240.000000 Penalty: 71147.250000
Iteration 270Q: 22 clusters Score -1.057472e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 8191 members 
Mstep: Class 3 contains 21836 members 
Mstep: Class 4 contains 74608 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157615 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18677 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 197042 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 30483 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747328.000000 Penalty: 71147.250000
Iteration 271Q: 22 clusters Score -1.057473e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 8135 members 
Mstep: Class 3 contains 21800 members 
Mstep: Class 4 contains 74488 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157542 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18670 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196988 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 30925 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747720.000000 Penalty: 71147.250000
Iteration 272Q: 22 clusters Score -1.057477e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 8095 members 
Mstep: Class 3 contains 21777 members 
Mstep: Class 4 contains 74329 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157506 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18654 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196964 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 31363 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747872.000000 Penalty: 71147.250000
Iteration 273Q: 22 clusters Score -1.057479e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178683 members 
Mstep: Class 2 contains 8059 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 74219 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157461 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18643 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196904 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 31775 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747824.000000 Penalty: 71147.250000
Iteration 274Q: 22 clusters Score -1.057478e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178622 members 
Mstep: Class 2 contains 8024 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 74104 members 
Mstep: Class 5 contains 3550 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157430 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 32196 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747792.000000 Penalty: 71147.250000
Iteration 275Q: 22 clusters Score -1.057478e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 21683 members 
Mstep: Class 4 contains 73976 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157411 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18617 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196785 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747976.000000 Penalty: 71147.250000
Iteration 276Q: 22 clusters Score -1.05748e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178498 members 
Mstep: Class 2 contains 7946 members 
Mstep: Class 3 contains 21649 members 
Mstep: Class 4 contains 73886 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157359 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196715 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 33006 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 158054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748040.000000 Penalty: 71147.250000
Iteration 277Q: 22 clusters Score -1.05748e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178441 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 21622 members 
Mstep: Class 4 contains 73823 members 
Mstep: Class 5 contains 3561 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157307 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196679 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 33353 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748232.000000 Penalty: 71147.250000
Iteration 278Q: 22 clusters Score -1.057482e+08 nChanged 974
Entering ConstructFrom: 
Score: -105748232.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (178355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Entering Unmasked Estep 
Score: -22353504.000000 Penalty: 2998.699707
	Iteration 0F: 2 clusters Score -2.23535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -22238598.000000 Penalty: 5997.399414
	Iteration 0F: 3 clusters Score -2.22386e+07 nChanged 85437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -22287902.000000 Penalty: 5997.399414
	Iteration 1F: 3 clusters Score -2.22879e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -22289314.000000 Penalty: 5997.399414
	Iteration 2Q: 3 clusters Score -2.228931e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -22291020.000000 Penalty: 5997.399414
	Iteration 3Q: 3 clusters Score -2.229102e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -22293240.000000 Penalty: 5997.399414
	Iteration 4Q: 3 clusters Score -2.229324e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 108122 members 
Entering Unmasked Estep 
Score: -22296532.000000 Penalty: 5997.399414
	Iteration 5Q: 3 clusters Score -2.229653e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 116341 members 
Entering Unmasked Estep 
Score: -22301588.000000 Penalty: 5997.399414
	Iteration 6Q: 3 clusters Score -2.230159e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -22309646.000000 Penalty: 5997.399414
	Iteration 7F: 3 clusters Score -2.230965e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -22321018.000000 Penalty: 5997.399414
	Iteration 8F: 3 clusters Score -2.232102e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -22333282.000000 Penalty: 5997.399414
	Iteration 9F: 3 clusters Score -2.233328e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 165626 members 
Entering Unmasked Estep 
Score: -22342510.000000 Penalty: 5997.399414
	Iteration 10F: 3 clusters Score -2.234251e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -22347674.000000 Penalty: 5997.399414
	Iteration 11Q: 3 clusters Score -2.234767e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 175974 members 
Entering Unmasked Estep 
Score: -22349598.000000 Penalty: 5997.399414
	Iteration 12Q: 3 clusters Score -2.23496e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -22350310.000000 Penalty: 5997.399414
	Iteration 13Q: 3 clusters Score -2.235031e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -22350558.000000 Penalty: 5997.399414
	Iteration 14Q: 3 clusters Score -2.235056e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -22350702.000000 Penalty: 5997.399414
	Iteration 15Q: 3 clusters Score -2.23507e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 177881 members 
Entering Unmasked Estep 
Score: -22350782.000000 Penalty: 5997.399414
	Iteration 16Q: 3 clusters Score -2.235078e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 177910 members 
Entering Unmasked Estep 
Score: -22350830.000000 Penalty: 5997.399414
	Iteration 17Q: 3 clusters Score -2.235083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 177935 members 
Entering Unmasked Estep 
Score: -22350878.000000 Penalty: 5997.399414
	Iteration 18Q: 3 clusters Score -2.235088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -22350874.000000 Penalty: 5997.399414
	Iteration 19Q: 3 clusters Score -2.235087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -22350906.000000 Penalty: 5997.399414
	Iteration 20F: 3 clusters Score -2.235091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 177972 members 
Entering Unmasked Estep 
Score: -22350916.000000 Penalty: 5997.399414
	Iteration 21Q: 3 clusters Score -2.235092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 177976 members 
Entering Unmasked Estep 
Score: -22350908.000000 Penalty: 5997.399414
	Iteration 22Q: 3 clusters Score -2.235091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 177978 members 
Entering Unmasked Estep 
Score: -22350902.000000 Penalty: 5997.399414
	Iteration 23Q: 3 clusters Score -2.23509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 177980 members 
Entering Unmasked Estep 
Score: -22350902.000000 Penalty: 5997.399414
	Iteration 24Q: 3 clusters Score -2.23509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 177980 members 
Entering Unmasked Estep 
Score: -22350902.000000 Penalty: 5997.399414
	Iteration 25F: 3 clusters Score -2.23509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -936969.000000 Penalty: 2224.478027
	Iteration 0F: 2 clusters Score -936969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -930669.875000 Penalty: 4448.956055
	Iteration 0F: 3 clusters Score -930669.9 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -932591.125000 Penalty: 4448.956055
	Iteration 1F: 3 clusters Score -932591.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -933158.437500 Penalty: 4448.956055
	Iteration 2F: 3 clusters Score -933158.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -933746.250000 Penalty: 4448.956055
	Iteration 3F: 3 clusters Score -933746.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -934258.187500 Penalty: 4448.956055
	Iteration 4F: 3 clusters Score -934258.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -934686.125000 Penalty: 4448.956055
	Iteration 5F: 3 clusters Score -934686.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -935003.000000 Penalty: 4448.956055
	Iteration 6F: 3 clusters Score -935003 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -935261.500000 Penalty: 4448.956055
	Iteration 7Q: 3 clusters Score -935261.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -935414.250000 Penalty: 4448.956055
	Iteration 8Q: 3 clusters Score -935414.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -935538.375000 Penalty: 4448.956055
	Iteration 9Q: 3 clusters Score -935538.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -935625.750000 Penalty: 4448.956055
	Iteration 10Q: 3 clusters Score -935625.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -935691.562500 Penalty: 4448.956055
	Iteration 11Q: 3 clusters Score -935691.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -935740.875000 Penalty: 4448.956055
	Iteration 12Q: 3 clusters Score -935740.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -935774.500000 Penalty: 4448.956055
	Iteration 13Q: 3 clusters Score -935774.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -935808.937500 Penalty: 4448.956055
	Iteration 14Q: 3 clusters Score -935808.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -935834.250000 Penalty: 4448.956055
	Iteration 15Q: 3 clusters Score -935834.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -935851.437500 Penalty: 4448.956055
	Iteration 16Q: 3 clusters Score -935851.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -935870.937500 Penalty: 4448.956055
	Iteration 17Q: 3 clusters Score -935870.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -935890.750000 Penalty: 4448.956055
	Iteration 18Q: 3 clusters Score -935890.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -935908.375000 Penalty: 4448.956055
	Iteration 19Q: 3 clusters Score -935908.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -935919.062500 Penalty: 4448.956055
	Iteration 20F: 3 clusters Score -935919.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -935929.000000 Penalty: 4448.956055
	Iteration 21Q: 3 clusters Score -935929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -935933.250000 Penalty: 4448.956055
	Iteration 22Q: 3 clusters Score -935933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -935941.562500 Penalty: 4448.956055
	Iteration 23Q: 3 clusters Score -935941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -935946.562500 Penalty: 4448.956055
	Iteration 24Q: 3 clusters Score -935946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -935946.125000 Penalty: 4448.956055
	Iteration 25Q: 3 clusters Score -935946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -935950.375000 Penalty: 4448.956055
	Iteration 26Q: 3 clusters Score -935950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -935947.812500 Penalty: 4448.956055
	Iteration 27Q: 3 clusters Score -935947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -935951.750000 Penalty: 4448.956055
	Iteration 28Q: 3 clusters Score -935951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -935951.312500 Penalty: 4448.956055
	Iteration 29Q: 3 clusters Score -935951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -935951.250000 Penalty: 4448.956055
	Iteration 30Q: 3 clusters Score -935951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -935952.875000 Penalty: 4448.956055
	Iteration 31Q: 3 clusters Score -935952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -935953.437500 Penalty: 4448.956055
	Iteration 32Q: 3 clusters Score -935953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -935957.937500 Penalty: 4448.956055
	Iteration 33Q: 3 clusters Score -935957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -935960.625000 Penalty: 4448.956055
	Iteration 34Q: 3 clusters Score -935960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -935965.625000 Penalty: 4448.956055
	Iteration 35Q: 3 clusters Score -935965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -935964.625000 Penalty: 4448.956055
	Iteration 36Q: 3 clusters Score -935964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -935966.625000 Penalty: 4448.956055
	Iteration 37Q: 3 clusters Score -935966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -935967.562500 Penalty: 4448.956055
	Iteration 38Q: 3 clusters Score -935967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -935967.562500 Penalty: 4448.956055
	Iteration 39Q: 3 clusters Score -935967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -935970.437500 Penalty: 4448.956055
	Iteration 40F: 3 clusters Score -935970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -935973.062500 Penalty: 4448.956055
	Iteration 41Q: 3 clusters Score -935973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -935976.062500 Penalty: 4448.956055
	Iteration 42Q: 3 clusters Score -935976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -935976.375000 Penalty: 4448.956055
	Iteration 43Q: 3 clusters Score -935976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -935976.375000 Penalty: 4448.956055
	Iteration 44F: 3 clusters Score -935976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Entering Unmasked Estep 
Score: -2750504.250000 Penalty: 2475.151367
	Iteration 0F: 2 clusters Score -2750504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2735381.750000 Penalty: 4950.302734
	Iteration 0F: 3 clusters Score -2735382 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2740691.500000 Penalty: 4950.302734
	Iteration 1F: 3 clusters Score -2740692 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2741323.000000 Penalty: 4950.302734
	Iteration 2F: 3 clusters Score -2741323 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2742061.250000 Penalty: 4950.302734
	Iteration 3F: 3 clusters Score -2742061 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2743020.500000 Penalty: 4950.302734
	Iteration 4F: 3 clusters Score -2743020 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2744244.500000 Penalty: 4950.302734
	Iteration 5F: 3 clusters Score -2744244 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2745605.750000 Penalty: 4950.302734
	Iteration 6F: 3 clusters Score -2745606 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2746768.000000 Penalty: 4950.302734
	Iteration 7F: 3 clusters Score -2746768 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2747606.750000 Penalty: 4950.302734
	Iteration 8Q: 3 clusters Score -2747607 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2748105.500000 Penalty: 4950.302734
	Iteration 9Q: 3 clusters Score -2748106 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2748403.750000 Penalty: 4950.302734
	Iteration 10Q: 3 clusters Score -2748404 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2748596.750000 Penalty: 4950.302734
	Iteration 11Q: 3 clusters Score -2748597 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2748717.500000 Penalty: 4950.302734
	Iteration 12Q: 3 clusters Score -2748718 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2748814.000000 Penalty: 4950.302734
	Iteration 13Q: 3 clusters Score -2748814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2748887.750000 Penalty: 4950.302734
	Iteration 14Q: 3 clusters Score -2748888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2748949.500000 Penalty: 4950.302734
	Iteration 15Q: 3 clusters Score -2748950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2748986.250000 Penalty: 4950.302734
	Iteration 16Q: 3 clusters Score -2748986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2749020.750000 Penalty: 4950.302734
	Iteration 17Q: 3 clusters Score -2749021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2749045.500000 Penalty: 4950.302734
	Iteration 18Q: 3 clusters Score -2749046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2749057.500000 Penalty: 4950.302734
	Iteration 19Q: 3 clusters Score -2749058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2749072.750000 Penalty: 4950.302734
	Iteration 20F: 3 clusters Score -2749073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2749088.000000 Penalty: 4950.302734
	Iteration 21Q: 3 clusters Score -2749088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2749097.500000 Penalty: 4950.302734
	Iteration 22Q: 3 clusters Score -2749098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2749100.000000 Penalty: 4950.302734
	Iteration 23Q: 3 clusters Score -2749100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2749104.500000 Penalty: 4950.302734
	Iteration 24Q: 3 clusters Score -2749104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2749108.000000 Penalty: 4950.302734
	Iteration 25Q: 3 clusters Score -2749108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2749107.750000 Penalty: 4950.302734
	Iteration 26Q: 3 clusters Score -2749108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2749112.500000 Penalty: 4950.302734
	Iteration 27Q: 3 clusters Score -2749112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2749116.000000 Penalty: 4950.302734
	Iteration 28Q: 3 clusters Score -2749116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2749116.750000 Penalty: 4950.302734
	Iteration 29Q: 3 clusters Score -2749117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2749117.250000 Penalty: 4950.302734
	Iteration 30Q: 3 clusters Score -2749117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2749122.500000 Penalty: 4950.302734
	Iteration 31Q: 3 clusters Score -2749122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2749124.500000 Penalty: 4950.302734
	Iteration 32Q: 3 clusters Score -2749124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2749125.000000 Penalty: 4950.302734
	Iteration 33Q: 3 clusters Score -2749125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2749122.500000 Penalty: 4950.302734
	Iteration 34Q: 3 clusters Score -2749122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2749125.500000 Penalty: 4950.302734
	Iteration 35Q: 3 clusters Score -2749126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2749129.750000 Penalty: 4950.302734
	Iteration 36Q: 3 clusters Score -2749130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2749129.750000 Penalty: 4950.302734
	Iteration 37F: 3 clusters Score -2749130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Entering Unmasked Estep 
Score: -9001809.000000 Penalty: 2779.708984
	Iteration 0F: 2 clusters Score -9001809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -8952552.000000 Penalty: 5559.417969
	Iteration 0F: 3 clusters Score -8952552 nChanged 34672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -8971682.000000 Penalty: 5559.417969
	Iteration 1F: 3 clusters Score -8971682 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -8972155.000000 Penalty: 5559.417969
	Iteration 2Q: 3 clusters Score -8972155 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -8972679.000000 Penalty: 5559.417969
	Iteration 3Q: 3 clusters Score -8972679 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -8973306.000000 Penalty: 5559.417969
	Iteration 4Q: 3 clusters Score -8973306 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -8973968.000000 Penalty: 5559.417969
	Iteration 5Q: 3 clusters Score -8973968 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -8975254.000000 Penalty: 5559.417969
	Iteration 6Q: 3 clusters Score -8975254 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -8977407.000000 Penalty: 5559.417969
	Iteration 7F: 3 clusters Score -8977407 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -8981024.000000 Penalty: 5559.417969
	Iteration 8F: 3 clusters Score -8981024 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -8986198.000000 Penalty: 5559.417969
	Iteration 9F: 3 clusters Score -8986198 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8992030.000000 Penalty: 5559.417969
	Iteration 10F: 3 clusters Score -8992030 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8996306.000000 Penalty: 5559.417969
	Iteration 11F: 3 clusters Score -8996306 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8998281.000000 Penalty: 5559.417969
	Iteration 12Q: 3 clusters Score -8998281 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8998968.000000 Penalty: 5559.417969
	Iteration 13Q: 3 clusters Score -8998968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8999180.000000 Penalty: 5559.417969
	Iteration 14Q: 3 clusters Score -8999180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8999282.000000 Penalty: 5559.417969
	Iteration 15Q: 3 clusters Score -8999282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8999331.000000 Penalty: 5559.417969
	Iteration 16Q: 3 clusters Score -8999331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8999354.000000 Penalty: 5559.417969
	Iteration 17Q: 3 clusters Score -8999354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8999365.000000 Penalty: 5559.417969
	Iteration 18Q: 3 clusters Score -8999365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8999369.000000 Penalty: 5559.417969
	Iteration 19Q: 3 clusters Score -8999369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8999366.000000 Penalty: 5559.417969
	Iteration 20F: 3 clusters Score -8999366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8999374.000000 Penalty: 5559.417969
	Iteration 21Q: 3 clusters Score -8999374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8999374.000000 Penalty: 5559.417969
	Iteration 22F: 3 clusters Score -8999374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -442850.750000 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -442850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -439217.250000 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -439217.2 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -440017.406250 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -440017.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -440194.406250 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -440194.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -440287.093750 Penalty: 4057.161377
	Iteration 3Q: 3 clusters Score -440287.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -440336.062500 Penalty: 4057.161377
	Iteration 4Q: 3 clusters Score -440336.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -440372.500000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -440372.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -440409.968750 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -440410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -440440.875000 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -440440.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -440470.000000 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -440470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -440497.843750 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -440497.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -440520.937500 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -440520.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -440537.937500 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -440537.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -440551.156250 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -440551.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -440565.656250 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -440565.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -440581.937500 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -440581.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -440603.281250 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -440603.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -440618.000000 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -440618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -440629.031250 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -440629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -440642.468750 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -440642.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -440652.687500 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -440652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -440658.312500 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -440658.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -440665.812500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -440665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -440671.500000 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -440671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -440676.343750 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -440676.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -440685.000000 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -440685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -440690.500000 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -440690.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -440697.000000 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -440697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -440702.687500 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -440702.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -440711.343750 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -440711.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -440719.343750 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -440719.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -440731.062500 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -440731.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -440739.062500 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -440739.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -440747.218750 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -440747.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -440754.843750 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -440754.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -440757.687500 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -440757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -440760.968750 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -440761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -440763.468750 Penalty: 4057.161377
	Iteration 36Q: 3 clusters Score -440763.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -440765.437500 Penalty: 4057.161377
	Iteration 37Q: 3 clusters Score -440765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -440766.562500 Penalty: 4057.161377
	Iteration 38Q: 3 clusters Score -440766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -440768.750000 Penalty: 4057.161377
	Iteration 39Q: 3 clusters Score -440768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -440771.156250 Penalty: 4057.161377
	Iteration 40F: 3 clusters Score -440771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -440773.562500 Penalty: 4057.161377
	Iteration 41Q: 3 clusters Score -440773.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -440777.781250 Penalty: 4057.161377
	Iteration 42Q: 3 clusters Score -440777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -440781.281250 Penalty: 4057.161377
	Iteration 43Q: 3 clusters Score -440781.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -440785.062500 Penalty: 4057.161377
	Iteration 44Q: 3 clusters Score -440785.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -440791.312500 Penalty: 4057.161377
	Iteration 45Q: 3 clusters Score -440791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -440795.281250 Penalty: 4057.161377
	Iteration 46Q: 3 clusters Score -440795.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -440801.750000 Penalty: 4057.161377
	Iteration 47Q: 3 clusters Score -440801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -440806.968750 Penalty: 4057.161377
	Iteration 48Q: 3 clusters Score -440807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -440811.093750 Penalty: 4057.161377
	Iteration 49Q: 3 clusters Score -440811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -440813.968750 Penalty: 4057.161377
	Iteration 50Q: 3 clusters Score -440814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -440817.875000 Penalty: 4057.161377
	Iteration 51Q: 3 clusters Score -440817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -440822.625000 Penalty: 4057.161377
	Iteration 52Q: 3 clusters Score -440822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -440827.250000 Penalty: 4057.161377
	Iteration 53Q: 3 clusters Score -440827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -440831.125000 Penalty: 4057.161377
	Iteration 54Q: 3 clusters Score -440831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -440832.562500 Penalty: 4057.161377
	Iteration 55Q: 3 clusters Score -440832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -440834.468750 Penalty: 4057.161377
	Iteration 56Q: 3 clusters Score -440834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -440834.562500 Penalty: 4057.161377
	Iteration 57Q: 3 clusters Score -440834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -440835.562500 Penalty: 4057.161377
	Iteration 58Q: 3 clusters Score -440835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -440838.218750 Penalty: 4057.161377
	Iteration 59Q: 3 clusters Score -440838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -440842.437500 Penalty: 4057.161377
	Iteration 60F: 3 clusters Score -440842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -440844.093750 Penalty: 4057.161377
	Iteration 61Q: 3 clusters Score -440844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -440845.781250 Penalty: 4057.161377
	Iteration 62Q: 3 clusters Score -440845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -440847.781250 Penalty: 4057.161377
	Iteration 63Q: 3 clusters Score -440847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -440849.281250 Penalty: 4057.161377
	Iteration 64Q: 3 clusters Score -440849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -440851.281250 Penalty: 4057.161377
	Iteration 65Q: 3 clusters Score -440851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -440855.000000 Penalty: 4057.161377
	Iteration 66Q: 3 clusters Score -440855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -440857.468750 Penalty: 4057.161377
	Iteration 67Q: 3 clusters Score -440857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -440859.437500 Penalty: 4057.161377
	Iteration 68Q: 3 clusters Score -440859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -440860.968750 Penalty: 4057.161377
	Iteration 69Q: 3 clusters Score -440861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -440861.750000 Penalty: 4057.161377
	Iteration 70Q: 3 clusters Score -440861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -440862.625000 Penalty: 4057.161377
	Iteration 71Q: 3 clusters Score -440862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -440862.562500 Penalty: 4057.161377
	Iteration 72Q: 3 clusters Score -440862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -440863.968750 Penalty: 4057.161377
	Iteration 73Q: 3 clusters Score -440864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -440865.906250 Penalty: 4057.161377
	Iteration 74Q: 3 clusters Score -440865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -440865.718750 Penalty: 4057.161377
	Iteration 75Q: 3 clusters Score -440865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -440866.656250 Penalty: 4057.161377
	Iteration 76Q: 3 clusters Score -440866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -440866.656250 Penalty: 4057.161377
	Iteration 77F: 3 clusters Score -440866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -125225.554688 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -125225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123317.492188 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -123317.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123799.976562 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -123800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124084.875000 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -124084.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124246.257812 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -124246.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124338.820312 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -124338.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124406.671875 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -124406.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124467.445312 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -124467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -124488.984375 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -124489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124504.171875 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -124504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124519.398438 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -124519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -124529.531250 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -124529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124533.117188 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -124533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -124539.523438 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -124539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -124543.187500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -124543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124543.875000 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -124543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124546.351562 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -124546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124546.351562 Penalty: 3480.683105
	Iteration 16F: 3 clusters Score -124546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17049.923828 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17049.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17230.656250 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17230.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17343.880859 Penalty: 2615.407959
	Iteration 2F: 3 clusters Score -17343.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17383.431641 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17383.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17402.968750 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17402.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17421.855469 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -17421.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17421.855469 Penalty: 2615.407959
	Iteration 6F: 3 clusters Score -17421.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157235 members 
Entering Unmasked Estep 
Score: -19804488.000000 Penalty: 2967.443359
	Iteration 0F: 2 clusters Score -1.980449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -19701984.000000 Penalty: 5934.886719
	Iteration 0F: 3 clusters Score -1.970198e+07 nChanged 75330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -19746176.000000 Penalty: 5934.886719
	Iteration 1F: 3 clusters Score -1.974618e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -19747534.000000 Penalty: 5934.886719
	Iteration 2Q: 3 clusters Score -1.974753e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -19749412.000000 Penalty: 5934.886719
	Iteration 3Q: 3 clusters Score -1.974941e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -19752206.000000 Penalty: 5934.886719
	Iteration 4Q: 3 clusters Score -1.975221e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -19756536.000000 Penalty: 5934.886719
	Iteration 5Q: 3 clusters Score -1.975654e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -19762666.000000 Penalty: 5934.886719
	Iteration 6F: 3 clusters Score -1.976267e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -19770478.000000 Penalty: 5934.886719
	Iteration 7F: 3 clusters Score -1.977048e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -19778610.000000 Penalty: 5934.886719
	Iteration 8F: 3 clusters Score -1.977861e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -19785134.000000 Penalty: 5934.886719
	Iteration 9F: 3 clusters Score -1.978513e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -19789678.000000 Penalty: 5934.886719
	Iteration 10Q: 3 clusters Score -1.978968e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -19792752.000000 Penalty: 5934.886719
	Iteration 11Q: 3 clusters Score -1.979275e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 139701 members 
Entering Unmasked Estep 
Score: -19794946.000000 Penalty: 5934.886719
	Iteration 12Q: 3 clusters Score -1.979495e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 142815 members 
Entering Unmasked Estep 
Score: -19796898.000000 Penalty: 5934.886719
	Iteration 13Q: 3 clusters Score -1.97969e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 145651 members 
Entering Unmasked Estep 
Score: -19798314.000000 Penalty: 5934.886719
	Iteration 14Q: 3 clusters Score -1.979831e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -19799438.000000 Penalty: 5934.886719
	Iteration 15Q: 3 clusters Score -1.979944e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 150106 members 
Entering Unmasked Estep 
Score: -19800248.000000 Penalty: 5934.886719
	Iteration 16Q: 3 clusters Score -1.980025e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 151767 members 
Entering Unmasked Estep 
Score: -19800898.000000 Penalty: 5934.886719
	Iteration 17Q: 3 clusters Score -1.98009e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 153114 members 
Entering Unmasked Estep 
Score: -19801302.000000 Penalty: 5934.886719
	Iteration 18Q: 3 clusters Score -1.98013e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 154131 members 
Entering Unmasked Estep 
Score: -19801482.000000 Penalty: 5934.886719
	Iteration 19Q: 3 clusters Score -1.980148e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -19801652.000000 Penalty: 5934.886719
	Iteration 20F: 3 clusters Score -1.980165e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -19801804.000000 Penalty: 5934.886719
	Iteration 21Q: 3 clusters Score -1.98018e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -19801850.000000 Penalty: 5934.886719
	Iteration 22Q: 3 clusters Score -1.980185e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -19801900.000000 Penalty: 5934.886719
	Iteration 23Q: 3 clusters Score -1.98019e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -19801926.000000 Penalty: 5934.886719
	Iteration 24Q: 3 clusters Score -1.980193e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -19801990.000000 Penalty: 5934.886719
	Iteration 25Q: 3 clusters Score -1.980199e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -19802036.000000 Penalty: 5934.886719
	Iteration 26Q: 3 clusters Score -1.980204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 156318 members 
Entering Unmasked Estep 
Score: -19802088.000000 Penalty: 5934.886719
	Iteration 27Q: 3 clusters Score -1.980209e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -19802084.000000 Penalty: 5934.886719
	Iteration 28Q: 3 clusters Score -1.980208e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -19802074.000000 Penalty: 5934.886719
	Iteration 29Q: 3 clusters Score -1.980207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 156424 members 
Entering Unmasked Estep 
Score: -19802104.000000 Penalty: 5934.886719
	Iteration 30Q: 3 clusters Score -1.98021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -19802098.000000 Penalty: 5934.886719
	Iteration 31Q: 3 clusters Score -1.98021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -19802116.000000 Penalty: 5934.886719
	Iteration 32Q: 3 clusters Score -1.980212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -19802100.000000 Penalty: 5934.886719
	Iteration 33Q: 3 clusters Score -1.98021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 156487 members 
Entering Unmasked Estep 
Score: -19802098.000000 Penalty: 5934.886719
	Iteration 34Q: 3 clusters Score -1.98021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -19802116.000000 Penalty: 5934.886719
	Iteration 35Q: 3 clusters Score -1.980212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 156502 members 
Entering Unmasked Estep 
Score: -19802114.000000 Penalty: 5934.886719
	Iteration 36Q: 3 clusters Score -1.980211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 156511 members 
Entering Unmasked Estep 
Score: -19802114.000000 Penalty: 5934.886719
	Iteration 37Q: 3 clusters Score -1.980211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 156516 members 
Entering Unmasked Estep 
Score: -19802114.000000 Penalty: 5934.886719
	Iteration 38Q: 3 clusters Score -1.980211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 156520 members 
Entering Unmasked Estep 
Score: -19802134.000000 Penalty: 5934.886719
	Iteration 39Q: 3 clusters Score -1.980213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -19802136.000000 Penalty: 5934.886719
	Iteration 40F: 3 clusters Score -1.980214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -19802142.000000 Penalty: 5934.886719
	Iteration 41Q: 3 clusters Score -1.980214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -19802134.000000 Penalty: 5934.886719
	Iteration 42Q: 3 clusters Score -1.980213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 156528 members 
Entering Unmasked Estep 
Score: -19802140.000000 Penalty: 5934.886719
	Iteration 43Q: 3 clusters Score -1.980214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -19802138.000000 Penalty: 5934.886719
	Iteration 44Q: 3 clusters Score -1.980214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -19802138.000000 Penalty: 5934.886719
	Iteration 45F: 3 clusters Score -1.980214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -84391.460938 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -84391.46 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 425 members 
Entering Unmasked Estep 
Score: -82692.375000 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -82692.38 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83176.960938 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -83176.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83363.210938 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -83363.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83564.781250 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -83564.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83758.234375 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -83758.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83973.898438 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -83973.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84302.656250 Penalty: 3333.827148
	Iteration 6F: 3 clusters Score -84302.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84525.273438 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -84525.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84678.421875 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -84678.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84809.851562 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -84809.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84852.437500 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -84852.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84856.492188 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -84856.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84859.234375 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -84859.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84859.234375 Penalty: 3333.827148
	Iteration 13F: 3 clusters Score -84859.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 21600 members 
Mstep: Class 4 contains 73755 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157235 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196700 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 33670 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 157959 members 
Entering Unmasked Estep 
Score: -105747200.000000 Penalty: 74535.210938
Splitting cluster 9 changes total score from -105748232.000000 to -105747200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65581.250000 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65581.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65739.195312 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65739.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65787.828125 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65787.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65804.453125 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65804.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65818.859375 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65818.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65828.507812 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65828.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65829.804688 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65830.984375 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -65830.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65830.984375 Penalty: 3127.006592
	Iteration 8F: 3 clusters Score -65830.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Entering Unmasked Estep 
Score: -2364256.750000 Penalty: 2437.640381
	Iteration 0F: 2 clusters Score -2364257 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 9222 members 
Entering Unmasked Estep 
Score: -2351195.250000 Penalty: 4875.280762
	Iteration 0F: 3 clusters Score -2351195 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2355616.000000 Penalty: 4875.280762
	Iteration 1F: 3 clusters Score -2355616 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2356313.750000 Penalty: 4875.280762
	Iteration 2F: 3 clusters Score -2356314 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2356930.000000 Penalty: 4875.280762
	Iteration 3F: 3 clusters Score -2356930 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2357521.500000 Penalty: 4875.280762
	Iteration 4F: 3 clusters Score -2357522 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2358147.750000 Penalty: 4875.280762
	Iteration 5F: 3 clusters Score -2358148 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2358783.000000 Penalty: 4875.280762
	Iteration 6F: 3 clusters Score -2358783 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2359441.500000 Penalty: 4875.280762
	Iteration 7F: 3 clusters Score -2359442 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2360124.500000 Penalty: 4875.280762
	Iteration 8F: 3 clusters Score -2360124 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2360735.000000 Penalty: 4875.280762
	Iteration 9Q: 3 clusters Score -2360735 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2361250.250000 Penalty: 4875.280762
	Iteration 10Q: 3 clusters Score -2361250 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2361604.000000 Penalty: 4875.280762
	Iteration 11Q: 3 clusters Score -2361604 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2361891.000000 Penalty: 4875.280762
	Iteration 12Q: 3 clusters Score -2361891 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2362108.500000 Penalty: 4875.280762
	Iteration 13Q: 3 clusters Score -2362108 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2362278.750000 Penalty: 4875.280762
	Iteration 14Q: 3 clusters Score -2362279 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2362430.750000 Penalty: 4875.280762
	Iteration 15Q: 3 clusters Score -2362431 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2362529.500000 Penalty: 4875.280762
	Iteration 16Q: 3 clusters Score -2362530 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2362605.250000 Penalty: 4875.280762
	Iteration 17Q: 3 clusters Score -2362605 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2362667.250000 Penalty: 4875.280762
	Iteration 18Q: 3 clusters Score -2362667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2362707.750000 Penalty: 4875.280762
	Iteration 19Q: 3 clusters Score -2362708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2362736.000000 Penalty: 4875.280762
	Iteration 20F: 3 clusters Score -2362736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2362762.250000 Penalty: 4875.280762
	Iteration 21Q: 3 clusters Score -2362762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2362781.500000 Penalty: 4875.280762
	Iteration 22Q: 3 clusters Score -2362782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2362802.500000 Penalty: 4875.280762
	Iteration 23Q: 3 clusters Score -2362802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2362819.250000 Penalty: 4875.280762
	Iteration 24Q: 3 clusters Score -2362819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2362845.750000 Penalty: 4875.280762
	Iteration 25Q: 3 clusters Score -2362846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2362871.000000 Penalty: 4875.280762
	Iteration 26Q: 3 clusters Score -2362871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2362882.750000 Penalty: 4875.280762
	Iteration 27Q: 3 clusters Score -2362883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2362888.500000 Penalty: 4875.280762
	Iteration 28Q: 3 clusters Score -2362888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2362894.250000 Penalty: 4875.280762
	Iteration 29Q: 3 clusters Score -2362894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2362903.500000 Penalty: 4875.280762
	Iteration 30Q: 3 clusters Score -2362904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2362908.500000 Penalty: 4875.280762
	Iteration 31Q: 3 clusters Score -2362908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2362916.000000 Penalty: 4875.280762
	Iteration 32Q: 3 clusters Score -2362916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2362923.250000 Penalty: 4875.280762
	Iteration 33Q: 3 clusters Score -2362923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2362929.500000 Penalty: 4875.280762
	Iteration 34Q: 3 clusters Score -2362930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2362935.000000 Penalty: 4875.280762
	Iteration 35Q: 3 clusters Score -2362935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2362941.500000 Penalty: 4875.280762
	Iteration 36Q: 3 clusters Score -2362942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2362946.750000 Penalty: 4875.280762
	Iteration 37Q: 3 clusters Score -2362947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2362950.250000 Penalty: 4875.280762
	Iteration 38Q: 3 clusters Score -2362950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2362957.250000 Penalty: 4875.280762
	Iteration 39Q: 3 clusters Score -2362957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2362962.000000 Penalty: 4875.280762
	Iteration 40F: 3 clusters Score -2362962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2362963.750000 Penalty: 4875.280762
	Iteration 41Q: 3 clusters Score -2362964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2362967.500000 Penalty: 4875.280762
	Iteration 42Q: 3 clusters Score -2362968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2362972.000000 Penalty: 4875.280762
	Iteration 43Q: 3 clusters Score -2362972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2362973.750000 Penalty: 4875.280762
	Iteration 44Q: 3 clusters Score -2362974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2362976.750000 Penalty: 4875.280762
	Iteration 45Q: 3 clusters Score -2362977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2362978.000000 Penalty: 4875.280762
	Iteration 46Q: 3 clusters Score -2362978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2362977.500000 Penalty: 4875.280762
	Iteration 47Q: 3 clusters Score -2362978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2362975.750000 Penalty: 4875.280762
	Iteration 48Q: 3 clusters Score -2362976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2362982.250000 Penalty: 4875.280762
	Iteration 49Q: 3 clusters Score -2362982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2362982.750000 Penalty: 4875.280762
	Iteration 50Q: 3 clusters Score -2362983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2362980.500000 Penalty: 4875.280762
	Iteration 51Q: 3 clusters Score -2362980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2362980.500000 Penalty: 4875.280762
	Iteration 52F: 3 clusters Score -2362980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 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 291 members 
Entering Unmasked Estep 
Score: -71518.695312 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71518.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71710.062500 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71710.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71786.218750 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -71786.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71824.890625 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71824.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71841.398438 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71860.164062 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71860.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71864.218750 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71864.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71864.218750 Penalty: 3177.812500
	Iteration 7F: 3 clusters Score -71864.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 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 298 members 
Entering Unmasked Estep 
Score: -66252.531250 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66252.53 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66561.062500 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66561.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66746.390625 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66746.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66964.882812 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -66964.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67130.046875 Penalty: 3181.075684
	Iteration 4F: 3 clusters Score -67130.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67310.851562 Penalty: 3181.075684
	Iteration 5F: 3 clusters Score -67310.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67401.171875 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -67401.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67499.781250 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -67499.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67561.695312 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -67561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67629.492188 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -67629.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67677.164062 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -67677.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67717.054688 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -67717.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67732.601562 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -67732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67734.335938 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -67734.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67734.335938 Penalty: 3181.075684
	Iteration 14F: 3 clusters Score -67734.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 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 381 members 
Entering Unmasked Estep 
Score: -77730.101562 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77730.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78057.796875 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -78057.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78256.343750 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78256.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78421.562500 Penalty: 3258.462646
	Iteration 3F: 3 clusters Score -78421.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78618.976562 Penalty: 3258.462646
	Iteration 4F: 3 clusters Score -78618.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78757.609375 Penalty: 3258.462646
	Iteration 5F: 3 clusters Score -78757.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78824.796875 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78862.757812 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78862.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78881.812500 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78881.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78904.148438 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78904.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78906.945312 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78906.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78909.773438 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78909.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78909.773438 Penalty: 3258.462646
	Iteration 12F: 3 clusters Score -78909.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (196700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196700 members 
Entering Unmasked Estep 
Score: -24685916.000000 Penalty: 3022.979980
	Iteration 0F: 2 clusters Score -2.468592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -24564054.000000 Penalty: 6045.959961
	Iteration 0F: 3 clusters Score -2.456405e+07 nChanged 94560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -24618878.000000 Penalty: 6045.959961
	Iteration 1F: 3 clusters Score -2.461888e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -24619668.000000 Penalty: 6045.959961
	Iteration 2Q: 3 clusters Score -2.461967e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -24620634.000000 Penalty: 6045.959961
	Iteration 3Q: 3 clusters Score -2.462063e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -24621708.000000 Penalty: 6045.959961
	Iteration 4Q: 3 clusters Score -2.462171e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -24623322.000000 Penalty: 6045.959961
	Iteration 5Q: 3 clusters Score -2.462332e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118325 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -24625908.000000 Penalty: 6045.959961
	Iteration 6Q: 3 clusters Score -2.462591e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -24630934.000000 Penalty: 6045.959961
	Iteration 7F: 3 clusters Score -2.463093e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -24639672.000000 Penalty: 6045.959961
	Iteration 8F: 3 clusters Score -2.463967e+07 nChanged 16806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157780 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -24653918.000000 Penalty: 6045.959961
	Iteration 9F: 3 clusters Score -2.465392e+07 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -24669014.000000 Penalty: 6045.959961
	Iteration 10F: 3 clusters Score -2.466901e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188641 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -24677778.000000 Penalty: 6045.959961
	Iteration 11F: 3 clusters Score -2.467778e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194337 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -24681394.000000 Penalty: 6045.959961
	Iteration 12Q: 3 clusters Score -2.468139e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196043 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -24682668.000000 Penalty: 6045.959961
	Iteration 13Q: 3 clusters Score -2.468267e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196408 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24682954.000000 Penalty: 6045.959961
	Iteration 14Q: 3 clusters Score -2.468295e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196482 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24683062.000000 Penalty: 6045.959961
	Iteration 15Q: 3 clusters Score -2.468306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196507 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24683120.000000 Penalty: 6045.959961
	Iteration 16Q: 3 clusters Score -2.468312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196522 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24683140.000000 Penalty: 6045.959961
	Iteration 17Q: 3 clusters Score -2.468314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24683166.000000 Penalty: 6045.959961
	Iteration 18Q: 3 clusters Score -2.468317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24683178.000000 Penalty: 6045.959961
	Iteration 19Q: 3 clusters Score -2.468318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196536 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24683190.000000 Penalty: 6045.959961
	Iteration 20F: 3 clusters Score -2.468319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -191302.640625 Penalty: 1821.970581
	Iteration 0F: 2 clusters Score -191302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188951.718750 Penalty: 3643.941162
	Iteration 0F: 3 clusters Score -188951.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189321.015625 Penalty: 3643.941162
	Iteration 1F: 3 clusters Score -189321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -189435.375000 Penalty: 3643.941162
	Iteration 2F: 3 clusters Score -189435.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189509.453125 Penalty: 3643.941162
	Iteration 3Q: 3 clusters Score -189509.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -189549.484375 Penalty: 3643.941162
	Iteration 4Q: 3 clusters Score -189549.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189576.234375 Penalty: 3643.941162
	Iteration 5Q: 3 clusters Score -189576.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -189593.125000 Penalty: 3643.941162
	Iteration 6Q: 3 clusters Score -189593.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -189606.171875 Penalty: 3643.941162
	Iteration 7Q: 3 clusters Score -189606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189612.000000 Penalty: 3643.941162
	Iteration 8Q: 3 clusters Score -189612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -189616.406250 Penalty: 3643.941162
	Iteration 9Q: 3 clusters Score -189616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189617.484375 Penalty: 3643.941162
	Iteration 10Q: 3 clusters Score -189617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189618.390625 Penalty: 3643.941162
	Iteration 11Q: 3 clusters Score -189618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -189619.890625 Penalty: 3643.941162
	Iteration 12Q: 3 clusters Score -189619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189620.578125 Penalty: 3643.941162
	Iteration 13Q: 3 clusters Score -189620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189620.765625 Penalty: 3643.941162
	Iteration 14Q: 3 clusters Score -189620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189620.765625 Penalty: 3643.941162
	Iteration 15F: 3 clusters Score -189620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Entering Unmasked Estep 
Score: -4227693.000000 Penalty: 2585.241699
	Iteration 0F: 2 clusters Score -4227693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4204922.000000 Penalty: 5170.483398
	Iteration 0F: 3 clusters Score -4204922 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4213063.500000 Penalty: 5170.483398
	Iteration 1F: 3 clusters Score -4213064 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4213554.000000 Penalty: 5170.483398
	Iteration 2Q: 3 clusters Score -4213554 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4214112.000000 Penalty: 5170.483398
	Iteration 3Q: 3 clusters Score -4214112 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4214881.500000 Penalty: 5170.483398
	Iteration 4Q: 3 clusters Score -4214882 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4216144.500000 Penalty: 5170.483398
	Iteration 5F: 3 clusters Score -4216144 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -4218155.500000 Penalty: 5170.483398
	Iteration 6F: 3 clusters Score -4218156 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4220756.000000 Penalty: 5170.483398
	Iteration 7F: 3 clusters Score -4220756 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4223096.500000 Penalty: 5170.483398
	Iteration 8F: 3 clusters Score -4223096 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4224441.500000 Penalty: 5170.483398
	Iteration 9Q: 3 clusters Score -4224442 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4225004.500000 Penalty: 5170.483398
	Iteration 10Q: 3 clusters Score -4225004 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4225212.000000 Penalty: 5170.483398
	Iteration 11Q: 3 clusters Score -4225212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4225284.000000 Penalty: 5170.483398
	Iteration 12Q: 3 clusters Score -4225284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4225331.500000 Penalty: 5170.483398
	Iteration 13Q: 3 clusters Score -4225332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4225357.000000 Penalty: 5170.483398
	Iteration 14Q: 3 clusters Score -4225357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4225375.000000 Penalty: 5170.483398
	Iteration 15Q: 3 clusters Score -4225375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4225384.000000 Penalty: 5170.483398
	Iteration 16Q: 3 clusters Score -4225384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4225388.500000 Penalty: 5170.483398
	Iteration 17Q: 3 clusters Score -4225388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4225390.500000 Penalty: 5170.483398
	Iteration 18Q: 3 clusters Score -4225390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4225390.500000 Penalty: 5170.483398
	Iteration 19F: 3 clusters Score -4225390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -100762.226562 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -100762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98935.320312 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -98935.32 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99157.054688 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -99157.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99235.414062 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -99235.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99267.015625 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -99267.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99286.531250 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -99286.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99291.679688 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -99291.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99295.203125 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -99295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99298.890625 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -99298.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99303.710938 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -99303.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99304.906250 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -99304.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99304.906250 Penalty: 3337.399902
	Iteration 10F: 3 clusters Score -99304.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -40348.890625 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -40348.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39112.785156 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -39112.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39292.753906 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -39292.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39340.128906 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -39340.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39361.367188 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -39361.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39364.308594 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -39364.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39396.238281 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -39396.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39402.335938 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -39402.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39404.449219 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -39404.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39406.718750 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -39406.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39406.718750 Penalty: 2915.356934
	Iteration 9F: 3 clusters Score -39406.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32428.712891 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32428.71 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 135 members 
Entering Unmasked Estep 
Score: -31236.837891 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31236.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31403.111328 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31403.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31444.078125 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -31444.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31468.552734 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31468.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31479.492188 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31479.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -31489.984375 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31489.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31497.972656 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31497.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31521.365234 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -31521.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31527.835938 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -31527.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -31531.583984 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -31531.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31533.654297 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -31533.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31533.654297 Penalty: 2848.529785
	Iteration 11F: 3 clusters Score -31533.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Entering Unmasked Estep 
Score: -19965594.000000 Penalty: 2968.582520
	Iteration 0F: 2 clusters Score -1.996559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -19863880.000000 Penalty: 5937.165039
	Iteration 0F: 3 clusters Score -1.986388e+07 nChanged 75417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -19906666.000000 Penalty: 5937.165039
	Iteration 1F: 3 clusters Score -1.990667e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -19907542.000000 Penalty: 5937.165039
	Iteration 2Q: 3 clusters Score -1.990754e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -19908394.000000 Penalty: 5937.165039
	Iteration 3Q: 3 clusters Score -1.990839e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -19909566.000000 Penalty: 5937.165039
	Iteration 4Q: 3 clusters Score -1.990957e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -19911002.000000 Penalty: 5937.165039
	Iteration 5Q: 3 clusters Score -1.9911e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -19912710.000000 Penalty: 5937.165039
	Iteration 6Q: 3 clusters Score -1.991271e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -19915092.000000 Penalty: 5937.165039
	Iteration 7Q: 3 clusters Score -1.991509e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -19918428.000000 Penalty: 5937.165039
	Iteration 8Q: 3 clusters Score -1.991843e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -19922872.000000 Penalty: 5937.165039
	Iteration 9F: 3 clusters Score -1.992287e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -19928884.000000 Penalty: 5937.165039
	Iteration 10F: 3 clusters Score -1.992888e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114195 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -19935794.000000 Penalty: 5937.165039
	Iteration 11F: 3 clusters Score -1.993579e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -19942360.000000 Penalty: 5937.165039
	Iteration 12F: 3 clusters Score -1.994236e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -19947990.000000 Penalty: 5937.165039
	Iteration 13Q: 3 clusters Score -1.994799e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132897 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -19952108.000000 Penalty: 5937.165039
	Iteration 14Q: 3 clusters Score -1.995211e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136837 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -19954734.000000 Penalty: 5937.165039
	Iteration 15Q: 3 clusters Score -1.995473e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -19956738.000000 Penalty: 5937.165039
	Iteration 16Q: 3 clusters Score -1.995674e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -19958330.000000 Penalty: 5937.165039
	Iteration 17Q: 3 clusters Score -1.995833e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145528 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -19959568.000000 Penalty: 5937.165039
	Iteration 18Q: 3 clusters Score -1.995957e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147776 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -19960554.000000 Penalty: 5937.165039
	Iteration 19Q: 3 clusters Score -1.996055e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -19961338.000000 Penalty: 5937.165039
	Iteration 20F: 3 clusters Score -1.996134e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -19961834.000000 Penalty: 5937.165039
	Iteration 21Q: 3 clusters Score -1.996183e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152627 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -19962260.000000 Penalty: 5937.165039
	Iteration 22Q: 3 clusters Score -1.996226e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -19962500.000000 Penalty: 5937.165039
	Iteration 23Q: 3 clusters Score -1.99625e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -19962680.000000 Penalty: 5937.165039
	Iteration 24Q: 3 clusters Score -1.996268e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -19962750.000000 Penalty: 5937.165039
	Iteration 25Q: 3 clusters Score -1.996275e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -19962822.000000 Penalty: 5937.165039
	Iteration 26Q: 3 clusters Score -1.996282e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -19962852.000000 Penalty: 5937.165039
	Iteration 27Q: 3 clusters Score -1.996285e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19962930.000000 Penalty: 5937.165039
	Iteration 28Q: 3 clusters Score -1.996293e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19962976.000000 Penalty: 5937.165039
	Iteration 29Q: 3 clusters Score -1.996298e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19963032.000000 Penalty: 5937.165039
	Iteration 30Q: 3 clusters Score -1.996303e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19963086.000000 Penalty: 5937.165039
	Iteration 31Q: 3 clusters Score -1.996309e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156656 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19963100.000000 Penalty: 5937.165039
	Iteration 32Q: 3 clusters Score -1.99631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19963154.000000 Penalty: 5937.165039
	Iteration 33Q: 3 clusters Score -1.996315e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19963160.000000 Penalty: 5937.165039
	Iteration 34Q: 3 clusters Score -1.996316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156784 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19963168.000000 Penalty: 5937.165039
	Iteration 35Q: 3 clusters Score -1.996317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19963178.000000 Penalty: 5937.165039
	Iteration 36Q: 3 clusters Score -1.996318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19963184.000000 Penalty: 5937.165039
	Iteration 37Q: 3 clusters Score -1.996318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -19963202.000000 Penalty: 5937.165039
	Iteration 38Q: 3 clusters Score -1.99632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19963176.000000 Penalty: 5937.165039
	Iteration 39Q: 3 clusters Score -1.996318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19963188.000000 Penalty: 5937.165039
	Iteration 40F: 3 clusters Score -1.996319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19963204.000000 Penalty: 5937.165039
	Iteration 41Q: 3 clusters Score -1.99632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19963212.000000 Penalty: 5937.165039
	Iteration 42Q: 3 clusters Score -1.996321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19963186.000000 Penalty: 5937.165039
	Iteration 43Q: 3 clusters Score -1.996319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19963190.000000 Penalty: 5937.165039
	Iteration 44Q: 3 clusters Score -1.996319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19963198.000000 Penalty: 5937.165039
	Iteration 45Q: 3 clusters Score -1.99632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19963206.000000 Penalty: 5937.165039
	Iteration 46Q: 3 clusters Score -1.996321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -19963190.000000 Penalty: 5937.165039
	Iteration 47Q: 3 clusters Score -1.996319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19963184.000000 Penalty: 5937.165039
	Iteration 48Q: 3 clusters Score -1.996318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19963188.000000 Penalty: 5937.165039
	Iteration 49Q: 3 clusters Score -1.996319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19963190.000000 Penalty: 5937.165039
	Iteration 50Q: 3 clusters Score -1.996319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -19963194.000000 Penalty: 5937.165039
	Iteration 51Q: 3 clusters Score -1.996319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19963190.000000 Penalty: 5937.165039
	Iteration 52Q: 3 clusters Score -1.996319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19963190.000000 Penalty: 5937.165039
	Iteration 53F: 3 clusters Score -1.996319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 21600 members 
Mstep: Class 4 contains 73755 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157235 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196700 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 33670 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748512.000000 Penalty: 71147.250000
Iteration 279Q: 22 clusters Score -1.057485e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178238 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 21590 members 
Mstep: Class 4 contains 73692 members 
Mstep: Class 5 contains 3570 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157185 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18557 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196724 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 33975 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748648.000000 Penalty: 71147.250000
Iteration 280F: 22 clusters Score -1.057486e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178143 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 21578 members 
Mstep: Class 4 contains 73616 members 
Mstep: Class 5 contains 3570 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157140 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18554 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196739 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 34267 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748768.000000 Penalty: 71147.250000
Iteration 281Q: 22 clusters Score -1.057488e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178106 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21565 members 
Mstep: Class 4 contains 73549 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157083 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196753 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749008.000000 Penalty: 71147.250000
Iteration 282Q: 22 clusters Score -1.05749e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 7731 members 
Mstep: Class 3 contains 21541 members 
Mstep: Class 4 contains 73497 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157058 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18521 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196744 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 34789 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749024.000000 Penalty: 71147.250000
Iteration 283Q: 22 clusters Score -1.05749e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177959 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 73464 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157058 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18495 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196764 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749040.000000 Penalty: 71147.250000
Iteration 284Q: 22 clusters Score -1.05749e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 73431 members 
Mstep: Class 5 contains 3573 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157047 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196764 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749224.000000 Penalty: 71147.250000
Iteration 285Q: 22 clusters Score -1.057492e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177812 members 
Mstep: Class 2 contains 7605 members 
Mstep: Class 3 contains 21482 members 
Mstep: Class 4 contains 73387 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157031 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196776 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 35486 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749248.000000 Penalty: 71147.250000
Iteration 286Q: 22 clusters Score -1.057492e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177728 members 
Mstep: Class 2 contains 7565 members 
Mstep: Class 3 contains 21464 members 
Mstep: Class 4 contains 73334 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157022 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196780 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 35742 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749184.000000 Penalty: 71147.250000
Iteration 287Q: 22 clusters Score -1.057492e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177643 members 
Mstep: Class 2 contains 7530 members 
Mstep: Class 3 contains 21454 members 
Mstep: Class 4 contains 73288 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157021 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18444 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196767 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 35995 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749216.000000 Penalty: 71147.250000
Iteration 288Q: 22 clusters Score -1.057492e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 21439 members 
Mstep: Class 4 contains 73244 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157034 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18432 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196737 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 36236 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749280.000000 Penalty: 71147.250000
Iteration 289Q: 22 clusters Score -1.057493e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 21424 members 
Mstep: Class 4 contains 73190 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157087 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196712 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 36471 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749160.000000 Penalty: 71147.250000
Iteration 290Q: 22 clusters Score -1.057492e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177371 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 21413 members 
Mstep: Class 4 contains 73150 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157132 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18412 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196682 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36700 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749328.000000 Penalty: 71147.250000
Iteration 291Q: 22 clusters Score -1.057493e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 21402 members 
Mstep: Class 4 contains 73107 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157161 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196676 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36932 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749408.000000 Penalty: 71147.250000
Iteration 292Q: 22 clusters Score -1.057494e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177158 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 21387 members 
Mstep: Class 4 contains 73071 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157190 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196674 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 37153 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749576.000000 Penalty: 71147.250000
Iteration 293Q: 22 clusters Score -1.057496e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 21370 members 
Mstep: Class 4 contains 73019 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157189 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196693 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 37401 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749576.000000 Penalty: 71147.250000
Iteration 294Q: 22 clusters Score -1.057496e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 7319 members 
Mstep: Class 3 contains 21352 members 
Mstep: Class 4 contains 72982 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157194 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196712 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 37627 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749464.000000 Penalty: 71147.250000
Iteration 295Q: 22 clusters Score -1.057495e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176770 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 21335 members 
Mstep: Class 4 contains 72921 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157177 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18358 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196730 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749528.000000 Penalty: 71147.250000
Iteration 296Q: 22 clusters Score -1.057495e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176638 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 21317 members 
Mstep: Class 4 contains 72872 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157165 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18348 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196760 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 38111 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749432.000000 Penalty: 71147.250000
Iteration 297Q: 22 clusters Score -1.057494e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176536 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 21294 members 
Mstep: Class 4 contains 72799 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157138 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196757 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 38368 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749504.000000 Penalty: 71147.250000
Iteration 298Q: 22 clusters Score -1.057495e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176410 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 21281 members 
Mstep: Class 4 contains 72730 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157119 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18314 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196777 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 38607 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749448.000000 Penalty: 71147.250000
Iteration 299Q: 22 clusters Score -1.057494e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 21271 members 
Mstep: Class 4 contains 72669 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157093 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196761 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 38844 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749552.000000 Penalty: 71147.250000
Iteration 300F: 22 clusters Score -1.057496e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 21255 members 
Mstep: Class 4 contains 72616 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157071 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18287 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196763 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 39065 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749552.000000 Penalty: 71147.250000
Iteration 301Q: 22 clusters Score -1.057496e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176154 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 21240 members 
Mstep: Class 4 contains 72547 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157032 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18268 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196745 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749704.000000 Penalty: 71147.250000
Iteration 302Q: 22 clusters Score -1.057497e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 21232 members 
Mstep: Class 4 contains 72481 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 157006 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196690 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 39538 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749960.000000 Penalty: 71147.250000
Iteration 303Q: 22 clusters Score -1.0575e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 21220 members 
Mstep: Class 4 contains 72415 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156984 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196649 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 39756 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749872.000000 Penalty: 71147.250000
Iteration 304Q: 22 clusters Score -1.057499e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176009 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 21209 members 
Mstep: Class 4 contains 72357 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156958 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196600 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 39978 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749872.000000 Penalty: 71147.250000
Iteration 305Q: 22 clusters Score -1.057499e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 21190 members 
Mstep: Class 4 contains 72295 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156922 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196551 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 40201 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750128.000000 Penalty: 71147.250000
Iteration 306Q: 22 clusters Score -1.057501e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 21178 members 
Mstep: Class 4 contains 72249 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156883 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196489 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 40412 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749968.000000 Penalty: 71147.250000
Iteration 307Q: 22 clusters Score -1.0575e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 72207 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156834 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18202 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196405 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749928.000000 Penalty: 71147.250000
Iteration 308Q: 22 clusters Score -1.057499e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 3 contains 21150 members 
Mstep: Class 4 contains 72167 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156784 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18192 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196335 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 40814 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749840.000000 Penalty: 71147.250000
Iteration 309Q: 22 clusters Score -1.057498e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 7063 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 72126 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156728 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18178 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196242 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 41011 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749912.000000 Penalty: 71147.250000
Iteration 310Q: 22 clusters Score -1.057499e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176028 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 72077 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156687 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18178 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196168 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 41193 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749768.000000 Penalty: 71147.250000
Iteration 311Q: 22 clusters Score -1.057498e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 21113 members 
Mstep: Class 4 contains 72032 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156652 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18172 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196115 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 41370 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749744.000000 Penalty: 71147.250000
Iteration 312Q: 22 clusters Score -1.057497e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 21096 members 
Mstep: Class 4 contains 71991 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156617 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18165 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 196047 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 41556 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749880.000000 Penalty: 71147.250000
Iteration 313Q: 22 clusters Score -1.057499e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 21085 members 
Mstep: Class 4 contains 71964 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156592 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18157 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195999 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 41726 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749912.000000 Penalty: 71147.250000
Iteration 314Q: 22 clusters Score -1.057499e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 21079 members 
Mstep: Class 4 contains 71949 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156569 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18145 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195932 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 41878 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750160.000000 Penalty: 71147.250000
Iteration 315Q: 22 clusters Score -1.057502e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 3 contains 21072 members 
Mstep: Class 4 contains 71915 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156568 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18136 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195887 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 42041 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750112.000000 Penalty: 71147.250000
Iteration 316Q: 22 clusters Score -1.057501e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 71871 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156560 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18128 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195850 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 42208 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750416.000000 Penalty: 71147.250000
Iteration 317Q: 22 clusters Score -1.057504e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 21051 members 
Mstep: Class 4 contains 71836 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156549 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18127 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195814 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 42351 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750240.000000 Penalty: 71147.250000
Iteration 318Q: 22 clusters Score -1.057502e+08 nChanged 435
Entering ConstructFrom: 
Score: -105750240.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (175880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175880 members 
Entering Unmasked Estep 
Score: -22041946.000000 Penalty: 2995.234375
	Iteration 0F: 2 clusters Score -2.204195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -21927664.000000 Penalty: 5990.468750
	Iteration 0F: 3 clusters Score -2.192766e+07 nChanged 84456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -21977020.000000 Penalty: 5990.468750
	Iteration 1F: 3 clusters Score -2.197702e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -21978112.000000 Penalty: 5990.468750
	Iteration 2Q: 3 clusters Score -2.197811e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -21979406.000000 Penalty: 5990.468750
	Iteration 3Q: 3 clusters Score -2.197941e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -21981450.000000 Penalty: 5990.468750
	Iteration 4Q: 3 clusters Score -2.198145e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -21984742.000000 Penalty: 5990.468750
	Iteration 5Q: 3 clusters Score -2.198474e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110758 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -21990168.000000 Penalty: 5990.468750
	Iteration 6F: 3 clusters Score -2.199017e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120463 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -21998162.000000 Penalty: 5990.468750
	Iteration 7F: 3 clusters Score -2.199816e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131786 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -22008288.000000 Penalty: 5990.468750
	Iteration 8F: 3 clusters Score -2.200829e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -22018586.000000 Penalty: 5990.468750
	Iteration 9F: 3 clusters Score -2.201859e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -22026762.000000 Penalty: 5990.468750
	Iteration 10F: 3 clusters Score -2.202676e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -22032198.000000 Penalty: 5990.468750
	Iteration 11Q: 3 clusters Score -2.20322e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -22035884.000000 Penalty: 5990.468750
	Iteration 12Q: 3 clusters Score -2.203588e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -22037916.000000 Penalty: 5990.468750
	Iteration 13Q: 3 clusters Score -2.203792e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -22039040.000000 Penalty: 5990.468750
	Iteration 14Q: 3 clusters Score -2.203904e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -22039650.000000 Penalty: 5990.468750
	Iteration 15Q: 3 clusters Score -2.203965e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168898 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -22040060.000000 Penalty: 5990.468750
	Iteration 16Q: 3 clusters Score -2.204006e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -22040330.000000 Penalty: 5990.468750
	Iteration 17Q: 3 clusters Score -2.204033e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -22040478.000000 Penalty: 5990.468750
	Iteration 18Q: 3 clusters Score -2.204048e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170604 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -22040596.000000 Penalty: 5990.468750
	Iteration 19Q: 3 clusters Score -2.20406e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -22040602.000000 Penalty: 5990.468750
	Iteration 20F: 3 clusters Score -2.20406e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22040668.000000 Penalty: 5990.468750
	Iteration 21Q: 3 clusters Score -2.204067e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -22040726.000000 Penalty: 5990.468750
	Iteration 22Q: 3 clusters Score -2.204073e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -22040750.000000 Penalty: 5990.468750
	Iteration 23Q: 3 clusters Score -2.204075e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -22040790.000000 Penalty: 5990.468750
	Iteration 24Q: 3 clusters Score -2.204079e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171923 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -22040812.000000 Penalty: 5990.468750
	Iteration 25Q: 3 clusters Score -2.204081e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -22040798.000000 Penalty: 5990.468750
	Iteration 26Q: 3 clusters Score -2.20408e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -22040832.000000 Penalty: 5990.468750
	Iteration 27Q: 3 clusters Score -2.204083e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -22040830.000000 Penalty: 5990.468750
	Iteration 28Q: 3 clusters Score -2.204083e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172249 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22040820.000000 Penalty: 5990.468750
	Iteration 29Q: 3 clusters Score -2.204082e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172302 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -22040850.000000 Penalty: 5990.468750
	Iteration 30Q: 3 clusters Score -2.204085e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -22040852.000000 Penalty: 5990.468750
	Iteration 31Q: 3 clusters Score -2.204085e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172400 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -22040854.000000 Penalty: 5990.468750
	Iteration 32Q: 3 clusters Score -2.204085e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22040884.000000 Penalty: 5990.468750
	Iteration 33Q: 3 clusters Score -2.204088e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172466 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -22040884.000000 Penalty: 5990.468750
	Iteration 34Q: 3 clusters Score -2.204088e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -22040898.000000 Penalty: 5990.468750
	Iteration 35Q: 3 clusters Score -2.20409e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -22040940.000000 Penalty: 5990.468750
	Iteration 36Q: 3 clusters Score -2.204094e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172534 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22040914.000000 Penalty: 5990.468750
	Iteration 37Q: 3 clusters Score -2.204091e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -22040916.000000 Penalty: 5990.468750
	Iteration 38Q: 3 clusters Score -2.204092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -22040932.000000 Penalty: 5990.468750
	Iteration 39Q: 3 clusters Score -2.204093e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -22040926.000000 Penalty: 5990.468750
	Iteration 40F: 3 clusters Score -2.204093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172628 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -22040950.000000 Penalty: 5990.468750
	Iteration 41Q: 3 clusters Score -2.204095e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22040976.000000 Penalty: 5990.468750
	Iteration 42Q: 3 clusters Score -2.204098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172674 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -22040968.000000 Penalty: 5990.468750
	Iteration 43Q: 3 clusters Score -2.204097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172681 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -22041004.000000 Penalty: 5990.468750
	Iteration 44Q: 3 clusters Score -2.2041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172689 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22040982.000000 Penalty: 5990.468750
	Iteration 45Q: 3 clusters Score -2.204098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -22040986.000000 Penalty: 5990.468750
	Iteration 46Q: 3 clusters Score -2.204099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -22040974.000000 Penalty: 5990.468750
	Iteration 47Q: 3 clusters Score -2.204097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -22040996.000000 Penalty: 5990.468750
	Iteration 48Q: 3 clusters Score -2.2041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22041030.000000 Penalty: 5990.468750
	Iteration 49Q: 3 clusters Score -2.204103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22041032.000000 Penalty: 5990.468750
	Iteration 50Q: 3 clusters Score -2.204103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -22041038.000000 Penalty: 5990.468750
	Iteration 51Q: 3 clusters Score -2.204104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -22041032.000000 Penalty: 5990.468750
	Iteration 52Q: 3 clusters Score -2.204103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172649 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -22041028.000000 Penalty: 5990.468750
	Iteration 53Q: 3 clusters Score -2.204103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -22041032.000000 Penalty: 5990.468750
	Iteration 54Q: 3 clusters Score -2.204103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -22041062.000000 Penalty: 5990.468750
	Iteration 55Q: 3 clusters Score -2.204106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -22041058.000000 Penalty: 5990.468750
	Iteration 56Q: 3 clusters Score -2.204106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -22041062.000000 Penalty: 5990.468750
	Iteration 57Q: 3 clusters Score -2.204106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -22041064.000000 Penalty: 5990.468750
	Iteration 58Q: 3 clusters Score -2.204106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22041056.000000 Penalty: 5990.468750
	Iteration 59Q: 3 clusters Score -2.204106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22041078.000000 Penalty: 5990.468750
	Iteration 60F: 3 clusters Score -2.204108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22041076.000000 Penalty: 5990.468750
	Iteration 61Q: 3 clusters Score -2.204108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22041062.000000 Penalty: 5990.468750
	Iteration 62Q: 3 clusters Score -2.204106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22041072.000000 Penalty: 5990.468750
	Iteration 63Q: 3 clusters Score -2.204107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22041068.000000 Penalty: 5990.468750
	Iteration 64Q: 3 clusters Score -2.204107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172639 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -22041072.000000 Penalty: 5990.468750
	Iteration 65Q: 3 clusters Score -2.204107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -22041070.000000 Penalty: 5990.468750
	Iteration 66Q: 3 clusters Score -2.204107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -22041060.000000 Penalty: 5990.468750
	Iteration 67Q: 3 clusters Score -2.204106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22041064.000000 Penalty: 5990.468750
	Iteration 68Q: 3 clusters Score -2.204106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -22041054.000000 Penalty: 5990.468750
	Iteration 69Q: 3 clusters Score -2.204105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22041048.000000 Penalty: 5990.468750
	Iteration 70Q: 3 clusters Score -2.204105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22041056.000000 Penalty: 5990.468750
	Iteration 71Q: 3 clusters Score -2.204106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172642 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -22041056.000000 Penalty: 5990.468750
	Iteration 72Q: 3 clusters Score -2.204106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -22041046.000000 Penalty: 5990.468750
	Iteration 73Q: 3 clusters Score -2.204105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22041028.000000 Penalty: 5990.468750
	Iteration 74Q: 3 clusters Score -2.204103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -22041010.000000 Penalty: 5990.468750
	Iteration 75Q: 3 clusters Score -2.204101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -22041024.000000 Penalty: 5990.468750
	Iteration 76Q: 3 clusters Score -2.204102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172666 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -22041014.000000 Penalty: 5990.468750
	Iteration 77Q: 3 clusters Score -2.204101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172680 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -22041008.000000 Penalty: 5990.468750
	Iteration 78Q: 3 clusters Score -2.204101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22041022.000000 Penalty: 5990.468750
	Iteration 79Q: 3 clusters Score -2.204102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172689 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22041024.000000 Penalty: 5990.468750
	Iteration 80F: 3 clusters Score -2.204102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172699 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22041028.000000 Penalty: 5990.468750
	Iteration 81Q: 3 clusters Score -2.204103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172709 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -22041032.000000 Penalty: 5990.468750
	Iteration 82Q: 3 clusters Score -2.204103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172715 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -22041046.000000 Penalty: 5990.468750
	Iteration 83Q: 3 clusters Score -2.204105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22041052.000000 Penalty: 5990.468750
	Iteration 84Q: 3 clusters Score -2.204105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22041036.000000 Penalty: 5990.468750
	Iteration 85Q: 3 clusters Score -2.204104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -22041030.000000 Penalty: 5990.468750
	Iteration 86Q: 3 clusters Score -2.204103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172741 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -22041024.000000 Penalty: 5990.468750
	Iteration 87Q: 3 clusters Score -2.204102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -22041016.000000 Penalty: 5990.468750
	Iteration 88Q: 3 clusters Score -2.204102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -22041024.000000 Penalty: 5990.468750
	Iteration 89Q: 3 clusters Score -2.204102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172755 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22041034.000000 Penalty: 5990.468750
	Iteration 90Q: 3 clusters Score -2.204103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -22041054.000000 Penalty: 5990.468750
	Iteration 91Q: 3 clusters Score -2.204105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -22041054.000000 Penalty: 5990.468750
	Iteration 92Q: 3 clusters Score -2.204105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172761 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22041042.000000 Penalty: 5990.468750
	Iteration 93Q: 3 clusters Score -2.204104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -22041038.000000 Penalty: 5990.468750
	Iteration 94Q: 3 clusters Score -2.204104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172766 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -22041040.000000 Penalty: 5990.468750
	Iteration 95Q: 3 clusters Score -2.204104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -22041024.000000 Penalty: 5990.468750
	Iteration 96Q: 3 clusters Score -2.204102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -22041036.000000 Penalty: 5990.468750
	Iteration 97Q: 3 clusters Score -2.204104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -22041030.000000 Penalty: 5990.468750
	Iteration 98Q: 3 clusters Score -2.204103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -22041032.000000 Penalty: 5990.468750
	Iteration 99Q: 3 clusters Score -2.204103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -22041044.000000 Penalty: 5990.468750
	Iteration 100F: 3 clusters Score -2.204104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -22041048.000000 Penalty: 5990.468750
	Iteration 101Q: 3 clusters Score -2.204105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22041040.000000 Penalty: 5990.468750
	Iteration 102Q: 3 clusters Score -2.204104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172780 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22041042.000000 Penalty: 5990.468750
	Iteration 103Q: 3 clusters Score -2.204104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22041036.000000 Penalty: 5990.468750
	Iteration 104Q: 3 clusters Score -2.204104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22041036.000000 Penalty: 5990.468750
	Iteration 105F: 3 clusters Score -2.204104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -833466.375000 Penalty: 2195.673584
	Iteration 0F: 2 clusters Score -833466.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -827786.812500 Penalty: 4391.347168
	Iteration 0F: 3 clusters Score -827786.8 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -829335.375000 Penalty: 4391.347168
	Iteration 1F: 3 clusters Score -829335.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -829675.687500 Penalty: 4391.347168
	Iteration 2F: 3 clusters Score -829675.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -830017.562500 Penalty: 4391.347168
	Iteration 3F: 3 clusters Score -830017.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -830352.750000 Penalty: 4391.347168
	Iteration 4F: 3 clusters Score -830352.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -830674.687500 Penalty: 4391.347168
	Iteration 5F: 3 clusters Score -830674.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -830978.062500 Penalty: 4391.347168
	Iteration 6F: 3 clusters Score -830978.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -831261.937500 Penalty: 4391.347168
	Iteration 7F: 3 clusters Score -831261.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -831527.000000 Penalty: 4391.347168
	Iteration 8F: 3 clusters Score -831527 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -831736.937500 Penalty: 4391.347168
	Iteration 9Q: 3 clusters Score -831736.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -831904.437500 Penalty: 4391.347168
	Iteration 10Q: 3 clusters Score -831904.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -832026.687500 Penalty: 4391.347168
	Iteration 11Q: 3 clusters Score -832026.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -832088.625000 Penalty: 4391.347168
	Iteration 12Q: 3 clusters Score -832088.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -832123.937500 Penalty: 4391.347168
	Iteration 13Q: 3 clusters Score -832123.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -832158.437500 Penalty: 4391.347168
	Iteration 14Q: 3 clusters Score -832158.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -832189.875000 Penalty: 4391.347168
	Iteration 15Q: 3 clusters Score -832189.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -832219.000000 Penalty: 4391.347168
	Iteration 16Q: 3 clusters Score -832219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -832250.062500 Penalty: 4391.347168
	Iteration 17Q: 3 clusters Score -832250.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -832265.750000 Penalty: 4391.347168
	Iteration 18Q: 3 clusters Score -832265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -832284.000000 Penalty: 4391.347168
	Iteration 19Q: 3 clusters Score -832284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -832298.375000 Penalty: 4391.347168
	Iteration 20F: 3 clusters Score -832298.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -832310.937500 Penalty: 4391.347168
	Iteration 21Q: 3 clusters Score -832310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -832316.687500 Penalty: 4391.347168
	Iteration 22Q: 3 clusters Score -832316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -832326.437500 Penalty: 4391.347168
	Iteration 23Q: 3 clusters Score -832326.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -832348.687500 Penalty: 4391.347168
	Iteration 24Q: 3 clusters Score -832348.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -832365.875000 Penalty: 4391.347168
	Iteration 25Q: 3 clusters Score -832365.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -832381.812500 Penalty: 4391.347168
	Iteration 26Q: 3 clusters Score -832381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -832383.687500 Penalty: 4391.347168
	Iteration 27Q: 3 clusters Score -832383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -832390.312500 Penalty: 4391.347168
	Iteration 28Q: 3 clusters Score -832390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -832397.250000 Penalty: 4391.347168
	Iteration 29Q: 3 clusters Score -832397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -832403.500000 Penalty: 4391.347168
	Iteration 30Q: 3 clusters Score -832403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -832406.625000 Penalty: 4391.347168
	Iteration 31Q: 3 clusters Score -832406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -832414.687500 Penalty: 4391.347168
	Iteration 32Q: 3 clusters Score -832414.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -832421.812500 Penalty: 4391.347168
	Iteration 33Q: 3 clusters Score -832421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -832423.437500 Penalty: 4391.347168
	Iteration 34Q: 3 clusters Score -832423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -832427.500000 Penalty: 4391.347168
	Iteration 35Q: 3 clusters Score -832427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -832426.437500 Penalty: 4391.347168
	Iteration 36Q: 3 clusters Score -832426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -832428.812500 Penalty: 4391.347168
	Iteration 37Q: 3 clusters Score -832428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -832428.625000 Penalty: 4391.347168
	Iteration 38Q: 3 clusters Score -832428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -832429.562500 Penalty: 4391.347168
	Iteration 39Q: 3 clusters Score -832429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -832429.125000 Penalty: 4391.347168
	Iteration 40F: 3 clusters Score -832429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -832429.625000 Penalty: 4391.347168
	Iteration 41Q: 3 clusters Score -832429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -832429.500000 Penalty: 4391.347168
	Iteration 42Q: 3 clusters Score -832429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -832429.687500 Penalty: 4391.347168
	Iteration 43Q: 3 clusters Score -832429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -832429.687500 Penalty: 4391.347168
	Iteration 44F: 3 clusters Score -832429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Entering Unmasked Estep 
Score: -2679873.500000 Penalty: 2468.660400
	Iteration 0F: 2 clusters Score -2679874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2665073.750000 Penalty: 4937.320801
	Iteration 0F: 3 clusters Score -2665074 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2669963.750000 Penalty: 4937.320801
	Iteration 1F: 3 clusters Score -2669964 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2670439.750000 Penalty: 4937.320801
	Iteration 2F: 3 clusters Score -2670440 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2670899.500000 Penalty: 4937.320801
	Iteration 3F: 3 clusters Score -2670900 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2671378.250000 Penalty: 4937.320801
	Iteration 4Q: 3 clusters Score -2671378 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2671931.500000 Penalty: 4937.320801
	Iteration 5F: 3 clusters Score -2671932 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2672588.250000 Penalty: 4937.320801
	Iteration 6F: 3 clusters Score -2672588 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2673488.750000 Penalty: 4937.320801
	Iteration 7F: 3 clusters Score -2673489 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2674538.750000 Penalty: 4937.320801
	Iteration 8F: 3 clusters Score -2674539 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2675724.000000 Penalty: 4937.320801
	Iteration 9F: 3 clusters Score -2675724 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2676765.000000 Penalty: 4937.320801
	Iteration 10F: 3 clusters Score -2676765 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2677460.750000 Penalty: 4937.320801
	Iteration 11Q: 3 clusters Score -2677461 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2677824.500000 Penalty: 4937.320801
	Iteration 12Q: 3 clusters Score -2677824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2677991.000000 Penalty: 4937.320801
	Iteration 13Q: 3 clusters Score -2677991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2678105.250000 Penalty: 4937.320801
	Iteration 14Q: 3 clusters Score -2678105 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2678182.250000 Penalty: 4937.320801
	Iteration 15Q: 3 clusters Score -2678182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2678244.750000 Penalty: 4937.320801
	Iteration 16Q: 3 clusters Score -2678245 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2678293.000000 Penalty: 4937.320801
	Iteration 17Q: 3 clusters Score -2678293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2678332.250000 Penalty: 4937.320801
	Iteration 18Q: 3 clusters Score -2678332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2678351.250000 Penalty: 4937.320801
	Iteration 19Q: 3 clusters Score -2678351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2678374.000000 Penalty: 4937.320801
	Iteration 20F: 3 clusters Score -2678374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2678380.250000 Penalty: 4937.320801
	Iteration 21Q: 3 clusters Score -2678380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2678394.000000 Penalty: 4937.320801
	Iteration 22Q: 3 clusters Score -2678394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2678402.250000 Penalty: 4937.320801
	Iteration 23Q: 3 clusters Score -2678402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2678407.500000 Penalty: 4937.320801
	Iteration 24Q: 3 clusters Score -2678408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2678417.000000 Penalty: 4937.320801
	Iteration 25Q: 3 clusters Score -2678417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2678424.750000 Penalty: 4937.320801
	Iteration 26Q: 3 clusters Score -2678425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2678434.500000 Penalty: 4937.320801
	Iteration 27Q: 3 clusters Score -2678434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2678437.250000 Penalty: 4937.320801
	Iteration 28Q: 3 clusters Score -2678437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2678452.250000 Penalty: 4937.320801
	Iteration 29Q: 3 clusters Score -2678452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2678452.500000 Penalty: 4937.320801
	Iteration 30Q: 3 clusters Score -2678452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2678462.750000 Penalty: 4937.320801
	Iteration 31Q: 3 clusters Score -2678463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2678467.750000 Penalty: 4937.320801
	Iteration 32Q: 3 clusters Score -2678468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2678469.000000 Penalty: 4937.320801
	Iteration 33Q: 3 clusters Score -2678469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2678471.500000 Penalty: 4937.320801
	Iteration 34Q: 3 clusters Score -2678472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2678476.500000 Penalty: 4937.320801
	Iteration 35Q: 3 clusters Score -2678476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2678477.250000 Penalty: 4937.320801
	Iteration 36Q: 3 clusters Score -2678477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2678480.250000 Penalty: 4937.320801
	Iteration 37Q: 3 clusters Score -2678480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2678484.000000 Penalty: 4937.320801
	Iteration 38Q: 3 clusters Score -2678484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2678481.000000 Penalty: 4937.320801
	Iteration 39Q: 3 clusters Score -2678481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2678483.250000 Penalty: 4937.320801
	Iteration 40F: 3 clusters Score -2678483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2678484.750000 Penalty: 4937.320801
	Iteration 41Q: 3 clusters Score -2678485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2678486.250000 Penalty: 4937.320801
	Iteration 42Q: 3 clusters Score -2678486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2678485.000000 Penalty: 4937.320801
	Iteration 43Q: 3 clusters Score -2678485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2678489.500000 Penalty: 4937.320801
	Iteration 44Q: 3 clusters Score -2678490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2678489.250000 Penalty: 4937.320801
	Iteration 45Q: 3 clusters Score -2678489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2678488.500000 Penalty: 4937.320801
	Iteration 46Q: 3 clusters Score -2678488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2678490.250000 Penalty: 4937.320801
	Iteration 47Q: 3 clusters Score -2678490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2678490.250000 Penalty: 4937.320801
	Iteration 48F: 3 clusters Score -2678490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Entering Unmasked Estep 
Score: -8754444.000000 Penalty: 2772.998291
	Iteration 0F: 2 clusters Score -8754444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -8706195.000000 Penalty: 5545.996582
	Iteration 0F: 3 clusters Score -8706195 nChanged 33880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -8725189.000000 Penalty: 5545.996582
	Iteration 1F: 3 clusters Score -8725189 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8725778.000000 Penalty: 5545.996582
	Iteration 2Q: 3 clusters Score -8725778 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8726488.000000 Penalty: 5545.996582
	Iteration 3Q: 3 clusters Score -8726488 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8727533.000000 Penalty: 5545.996582
	Iteration 4Q: 3 clusters Score -8727533 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -8729210.000000 Penalty: 5545.996582
	Iteration 5Q: 3 clusters Score -8729210 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8731913.000000 Penalty: 5545.996582
	Iteration 6F: 3 clusters Score -8731913 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -8735918.000000 Penalty: 5545.996582
	Iteration 7F: 3 clusters Score -8735918 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -8741183.000000 Penalty: 5545.996582
	Iteration 8F: 3 clusters Score -8741183 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8746330.000000 Penalty: 5545.996582
	Iteration 9F: 3 clusters Score -8746330 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8749838.000000 Penalty: 5545.996582
	Iteration 10Q: 3 clusters Score -8749838 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8751274.000000 Penalty: 5545.996582
	Iteration 11Q: 3 clusters Score -8751274 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8751685.000000 Penalty: 5545.996582
	Iteration 12Q: 3 clusters Score -8751685 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8751797.000000 Penalty: 5545.996582
	Iteration 13Q: 3 clusters Score -8751797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8751845.000000 Penalty: 5545.996582
	Iteration 14Q: 3 clusters Score -8751845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8751871.000000 Penalty: 5545.996582
	Iteration 15Q: 3 clusters Score -8751871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8751893.000000 Penalty: 5545.996582
	Iteration 16Q: 3 clusters Score -8751893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8751908.000000 Penalty: 5545.996582
	Iteration 17Q: 3 clusters Score -8751908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8751920.000000 Penalty: 5545.996582
	Iteration 18Q: 3 clusters Score -8751920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8751934.000000 Penalty: 5545.996582
	Iteration 19Q: 3 clusters Score -8751934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8751936.000000 Penalty: 5545.996582
	Iteration 20F: 3 clusters Score -8751936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -448139.437500 Penalty: 2031.482910
	Iteration 0F: 2 clusters Score -448139.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -444470.093750 Penalty: 4062.965820
	Iteration 0F: 3 clusters Score -444470.1 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -445211.937500 Penalty: 4062.965820
	Iteration 1F: 3 clusters Score -445211.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -445385.562500 Penalty: 4062.965820
	Iteration 2F: 3 clusters Score -445385.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -445502.500000 Penalty: 4062.965820
	Iteration 3F: 3 clusters Score -445502.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -445587.031250 Penalty: 4062.965820
	Iteration 4Q: 3 clusters Score -445587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -445656.500000 Penalty: 4062.965820
	Iteration 5Q: 3 clusters Score -445656.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -445702.875000 Penalty: 4062.965820
	Iteration 6Q: 3 clusters Score -445702.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -445744.125000 Penalty: 4062.965820
	Iteration 7Q: 3 clusters Score -445744.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -445776.531250 Penalty: 4062.965820
	Iteration 8Q: 3 clusters Score -445776.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -445799.562500 Penalty: 4062.965820
	Iteration 9Q: 3 clusters Score -445799.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -445822.000000 Penalty: 4062.965820
	Iteration 10Q: 3 clusters Score -445822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -445841.125000 Penalty: 4062.965820
	Iteration 11Q: 3 clusters Score -445841.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -445864.125000 Penalty: 4062.965820
	Iteration 12Q: 3 clusters Score -445864.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -445882.906250 Penalty: 4062.965820
	Iteration 13Q: 3 clusters Score -445882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -445900.500000 Penalty: 4062.965820
	Iteration 14Q: 3 clusters Score -445900.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -445918.750000 Penalty: 4062.965820
	Iteration 15Q: 3 clusters Score -445918.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -445942.218750 Penalty: 4062.965820
	Iteration 16Q: 3 clusters Score -445942.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -445971.406250 Penalty: 4062.965820
	Iteration 17Q: 3 clusters Score -445971.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -446001.250000 Penalty: 4062.965820
	Iteration 18Q: 3 clusters Score -446001.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -446032.906250 Penalty: 4062.965820
	Iteration 19Q: 3 clusters Score -446032.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -446059.500000 Penalty: 4062.965820
	Iteration 20F: 3 clusters Score -446059.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -446082.843750 Penalty: 4062.965820
	Iteration 21Q: 3 clusters Score -446082.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -446113.531250 Penalty: 4062.965820
	Iteration 22Q: 3 clusters Score -446113.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -446140.843750 Penalty: 4062.965820
	Iteration 23Q: 3 clusters Score -446140.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -446163.718750 Penalty: 4062.965820
	Iteration 24Q: 3 clusters Score -446163.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -446181.687500 Penalty: 4062.965820
	Iteration 25Q: 3 clusters Score -446181.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -446199.437500 Penalty: 4062.965820
	Iteration 26Q: 3 clusters Score -446199.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -446214.500000 Penalty: 4062.965820
	Iteration 27Q: 3 clusters Score -446214.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -446228.156250 Penalty: 4062.965820
	Iteration 28Q: 3 clusters Score -446228.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -446237.312500 Penalty: 4062.965820
	Iteration 29Q: 3 clusters Score -446237.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -446245.343750 Penalty: 4062.965820
	Iteration 30Q: 3 clusters Score -446245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -446250.937500 Penalty: 4062.965820
	Iteration 31Q: 3 clusters Score -446250.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -446259.125000 Penalty: 4062.965820
	Iteration 32Q: 3 clusters Score -446259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -446268.656250 Penalty: 4062.965820
	Iteration 33Q: 3 clusters Score -446268.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -446278.625000 Penalty: 4062.965820
	Iteration 34Q: 3 clusters Score -446278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -446287.218750 Penalty: 4062.965820
	Iteration 35Q: 3 clusters Score -446287.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -446298.562500 Penalty: 4062.965820
	Iteration 36Q: 3 clusters Score -446298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -446310.968750 Penalty: 4062.965820
	Iteration 37Q: 3 clusters Score -446311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -446323.125000 Penalty: 4062.965820
	Iteration 38Q: 3 clusters Score -446323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -446332.562500 Penalty: 4062.965820
	Iteration 39Q: 3 clusters Score -446332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -446335.968750 Penalty: 4062.965820
	Iteration 40F: 3 clusters Score -446336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -446336.875000 Penalty: 4062.965820
	Iteration 41Q: 3 clusters Score -446336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -446338.343750 Penalty: 4062.965820
	Iteration 42Q: 3 clusters Score -446338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -446339.718750 Penalty: 4062.965820
	Iteration 43Q: 3 clusters Score -446339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -446343.062500 Penalty: 4062.965820
	Iteration 44Q: 3 clusters Score -446343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -446348.781250 Penalty: 4062.965820
	Iteration 45Q: 3 clusters Score -446348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -446354.437500 Penalty: 4062.965820
	Iteration 46Q: 3 clusters Score -446354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -446363.093750 Penalty: 4062.965820
	Iteration 47Q: 3 clusters Score -446363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -446373.062500 Penalty: 4062.965820
	Iteration 48Q: 3 clusters Score -446373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -446381.093750 Penalty: 4062.965820
	Iteration 49Q: 3 clusters Score -446381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -446386.093750 Penalty: 4062.965820
	Iteration 50Q: 3 clusters Score -446386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -446390.875000 Penalty: 4062.965820
	Iteration 51Q: 3 clusters Score -446390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -446393.781250 Penalty: 4062.965820
	Iteration 52Q: 3 clusters Score -446393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -446396.031250 Penalty: 4062.965820
	Iteration 53Q: 3 clusters Score -446396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -446397.937500 Penalty: 4062.965820
	Iteration 54Q: 3 clusters Score -446397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -446400.093750 Penalty: 4062.965820
	Iteration 55Q: 3 clusters Score -446400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -446401.687500 Penalty: 4062.965820
	Iteration 56Q: 3 clusters Score -446401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -446402.250000 Penalty: 4062.965820
	Iteration 57Q: 3 clusters Score -446402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -446402.343750 Penalty: 4062.965820
	Iteration 58Q: 3 clusters Score -446402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -446402.343750 Penalty: 4062.965820
	Iteration 59F: 3 clusters Score -446402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -124421.601562 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -124421.6 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 573 members 
Entering Unmasked Estep 
Score: -122511.859375 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -122511.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123206.085938 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -123206.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123507.656250 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -123507.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123599.320312 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -123599.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -123641.070312 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -123641.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -123670.359375 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -123670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -123686.242188 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -123686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123694.210938 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -123694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123701.195312 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -123701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -123705.796875 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -123705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123710.523438 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -123710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123712.679688 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -123712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -123713.687500 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -123713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -123714.156250 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -123714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -123714.156250 Penalty: 3477.562012
	Iteration 14F: 3 clusters Score -123714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17039.671875 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17039.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17142.744141 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17142.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17190.199219 Penalty: 2615.407959
	Iteration 2F: 3 clusters Score -17190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17221.027344 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17221.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17237.126953 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17237.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17245.005859 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -17245.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17254.826172 Penalty: 2615.407959
	Iteration 6Q: 3 clusters Score -17254.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17278.054688 Penalty: 2615.407959
	Iteration 7Q: 3 clusters Score -17278.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17315.457031 Penalty: 2615.407959
	Iteration 8Q: 3 clusters Score -17315.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17324.302734 Penalty: 2615.407959
	Iteration 9Q: 3 clusters Score -17324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17324.302734 Penalty: 2615.407959
	Iteration 10F: 3 clusters Score -17324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Entering Unmasked Estep 
Score: -19721236.000000 Penalty: 2966.369873
	Iteration 0F: 2 clusters Score -1.972124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -19618884.000000 Penalty: 5932.739746
	Iteration 0F: 3 clusters Score -1.961888e+07 nChanged 75077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -19662584.000000 Penalty: 5932.739746
	Iteration 1F: 3 clusters Score -1.966258e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -19663342.000000 Penalty: 5932.739746
	Iteration 2Q: 3 clusters Score -1.966334e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -19664212.000000 Penalty: 5932.739746
	Iteration 3Q: 3 clusters Score -1.966421e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -19665294.000000 Penalty: 5932.739746
	Iteration 4Q: 3 clusters Score -1.966529e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -19666906.000000 Penalty: 5932.739746
	Iteration 5Q: 3 clusters Score -1.966691e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -19669324.000000 Penalty: 5932.739746
	Iteration 6Q: 3 clusters Score -1.966932e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -19673636.000000 Penalty: 5932.739746
	Iteration 7Q: 3 clusters Score -1.967364e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -19680346.000000 Penalty: 5932.739746
	Iteration 8F: 3 clusters Score -1.968035e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -19689476.000000 Penalty: 5932.739746
	Iteration 9F: 3 clusters Score -1.968948e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -19698676.000000 Penalty: 5932.739746
	Iteration 10F: 3 clusters Score -1.969868e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -19705728.000000 Penalty: 5932.739746
	Iteration 11Q: 3 clusters Score -1.970573e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 141426 members 
Entering Unmasked Estep 
Score: -19710088.000000 Penalty: 5932.739746
	Iteration 12Q: 3 clusters Score -1.971009e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 145146 members 
Entering Unmasked Estep 
Score: -19713238.000000 Penalty: 5932.739746
	Iteration 13Q: 3 clusters Score -1.971324e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -19715108.000000 Penalty: 5932.739746
	Iteration 14Q: 3 clusters Score -1.971511e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 150727 members 
Entering Unmasked Estep 
Score: -19716632.000000 Penalty: 5932.739746
	Iteration 15Q: 3 clusters Score -1.971663e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -19717604.000000 Penalty: 5932.739746
	Iteration 16Q: 3 clusters Score -1.97176e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -19718188.000000 Penalty: 5932.739746
	Iteration 17Q: 3 clusters Score -1.971819e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -19718438.000000 Penalty: 5932.739746
	Iteration 18Q: 3 clusters Score -1.971844e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -19718620.000000 Penalty: 5932.739746
	Iteration 19Q: 3 clusters Score -1.971862e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -19718784.000000 Penalty: 5932.739746
	Iteration 20F: 3 clusters Score -1.971878e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 155672 members 
Entering Unmasked Estep 
Score: -19718882.000000 Penalty: 5932.739746
	Iteration 21Q: 3 clusters Score -1.971888e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 155779 members 
Entering Unmasked Estep 
Score: -19718934.000000 Penalty: 5932.739746
	Iteration 22Q: 3 clusters Score -1.971893e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -19718922.000000 Penalty: 5932.739746
	Iteration 23Q: 3 clusters Score -1.971892e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -19718952.000000 Penalty: 5932.739746
	Iteration 24Q: 3 clusters Score -1.971895e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -19718986.000000 Penalty: 5932.739746
	Iteration 25Q: 3 clusters Score -1.971899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -19719010.000000 Penalty: 5932.739746
	Iteration 26Q: 3 clusters Score -1.971901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -19719022.000000 Penalty: 5932.739746
	Iteration 27Q: 3 clusters Score -1.971902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -19719048.000000 Penalty: 5932.739746
	Iteration 28Q: 3 clusters Score -1.971905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -19719078.000000 Penalty: 5932.739746
	Iteration 29Q: 3 clusters Score -1.971908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -19719072.000000 Penalty: 5932.739746
	Iteration 30Q: 3 clusters Score -1.971907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 156014 members 
Entering Unmasked Estep 
Score: -19719078.000000 Penalty: 5932.739746
	Iteration 31Q: 3 clusters Score -1.971908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -19719088.000000 Penalty: 5932.739746
	Iteration 32Q: 3 clusters Score -1.971909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156019 members 
Entering Unmasked Estep 
Score: -19719094.000000 Penalty: 5932.739746
	Iteration 33Q: 3 clusters Score -1.971909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 156025 members 
Entering Unmasked Estep 
Score: -19719084.000000 Penalty: 5932.739746
	Iteration 34Q: 3 clusters Score -1.971908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 156026 members 
Entering Unmasked Estep 
Score: -19719082.000000 Penalty: 5932.739746
	Iteration 35Q: 3 clusters Score -1.971908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 156029 members 
Entering Unmasked Estep 
Score: -19719078.000000 Penalty: 5932.739746
	Iteration 36Q: 3 clusters Score -1.971908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 156031 members 
Entering Unmasked Estep 
Score: -19719096.000000 Penalty: 5932.739746
	Iteration 37Q: 3 clusters Score -1.97191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -19719098.000000 Penalty: 5932.739746
	Iteration 38Q: 3 clusters Score -1.97191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -19719096.000000 Penalty: 5932.739746
	Iteration 39Q: 3 clusters Score -1.97191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -19719096.000000 Penalty: 5932.739746
	Iteration 40F: 3 clusters Score -1.97191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -84391.460938 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -84391.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82666.953125 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -82666.95 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83114.750000 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -83114.75 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83359.929688 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -83359.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83598.867188 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -83598.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83905.507812 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -83905.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84037.203125 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -84037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84095.070312 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -84095.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84146.539062 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -84146.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84203.656250 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -84203.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84247.937500 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -84247.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84269.296875 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -84269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84282.859375 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -84282.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84290.343750 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -84290.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84295.835938 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -84295.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84302.843750 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -84302.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84320.867188 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -84320.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84327.148438 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -84327.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84330.531250 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -84330.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84336.445312 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -84336.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84356.898438 Penalty: 3333.827148
	Iteration 19Q: 3 clusters Score -84356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84380.257812 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -84380.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84400.070312 Penalty: 3333.827148
	Iteration 21Q: 3 clusters Score -84400.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84407.890625 Penalty: 3333.827148
	Iteration 22Q: 3 clusters Score -84407.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84411.343750 Penalty: 3333.827148
	Iteration 23Q: 3 clusters Score -84411.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84417.117188 Penalty: 3333.827148
	Iteration 24Q: 3 clusters Score -84417.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84419.554688 Penalty: 3333.827148
	Iteration 25Q: 3 clusters Score -84419.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84425.976562 Penalty: 3333.827148
	Iteration 26Q: 3 clusters Score -84425.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84426.789062 Penalty: 3333.827148
	Iteration 27Q: 3 clusters Score -84426.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84426.789062 Penalty: 3333.827148
	Iteration 28F: 3 clusters Score -84426.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175880 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 71786 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156556 members 
Mstep: Class 9 contains 349 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18126 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195756 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 42513 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 157011 members 
Entering Unmasked Estep 
Score: -105748520.000000 Penalty: 74535.210938
Splitting cluster 9 changes total score from -105750240.000000 to -105748520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65616.921875 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65616.92 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65792.781250 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65792.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65880.703125 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -65880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65934.382812 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65934.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65973.398438 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66007.531250 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -66007.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66017.460938 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -66017.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66020.039062 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -66020.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66020.039062 Penalty: 3127.006592
	Iteration 8F: 3 clusters Score -66020.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Entering Unmasked Estep 
Score: -2308524.250000 Penalty: 2431.665283
	Iteration 0F: 2 clusters Score -2308524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2295732.500000 Penalty: 4863.330566
	Iteration 0F: 3 clusters Score -2295732 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2299900.500000 Penalty: 4863.330566
	Iteration 1F: 3 clusters Score -2299900 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2300385.750000 Penalty: 4863.330566
	Iteration 2F: 3 clusters Score -2300386 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2300900.750000 Penalty: 4863.330566
	Iteration 3F: 3 clusters Score -2300901 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2301480.000000 Penalty: 4863.330566
	Iteration 4F: 3 clusters Score -2301480 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2302173.750000 Penalty: 4863.330566
	Iteration 5F: 3 clusters Score -2302174 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2303036.250000 Penalty: 4863.330566
	Iteration 6F: 3 clusters Score -2303036 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2304014.000000 Penalty: 4863.330566
	Iteration 7F: 3 clusters Score -2304014 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2304985.000000 Penalty: 4863.330566
	Iteration 8F: 3 clusters Score -2304985 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2305840.500000 Penalty: 4863.330566
	Iteration 9F: 3 clusters Score -2305840 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2306359.000000 Penalty: 4863.330566
	Iteration 10Q: 3 clusters Score -2306359 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2306657.000000 Penalty: 4863.330566
	Iteration 11Q: 3 clusters Score -2306657 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2306839.250000 Penalty: 4863.330566
	Iteration 12Q: 3 clusters Score -2306839 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2306945.250000 Penalty: 4863.330566
	Iteration 13Q: 3 clusters Score -2306945 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2307009.750000 Penalty: 4863.330566
	Iteration 14Q: 3 clusters Score -2307010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2307051.000000 Penalty: 4863.330566
	Iteration 15Q: 3 clusters Score -2307051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2307071.750000 Penalty: 4863.330566
	Iteration 16Q: 3 clusters Score -2307072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2307092.000000 Penalty: 4863.330566
	Iteration 17Q: 3 clusters Score -2307092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2307115.750000 Penalty: 4863.330566
	Iteration 18Q: 3 clusters Score -2307116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2307139.750000 Penalty: 4863.330566
	Iteration 19Q: 3 clusters Score -2307140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2307148.000000 Penalty: 4863.330566
	Iteration 20F: 3 clusters Score -2307148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2307170.750000 Penalty: 4863.330566
	Iteration 21Q: 3 clusters Score -2307171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2307176.750000 Penalty: 4863.330566
	Iteration 22Q: 3 clusters Score -2307177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2307191.750000 Penalty: 4863.330566
	Iteration 23Q: 3 clusters Score -2307192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2307204.250000 Penalty: 4863.330566
	Iteration 24Q: 3 clusters Score -2307204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2307211.000000 Penalty: 4863.330566
	Iteration 25Q: 3 clusters Score -2307211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2307217.250000 Penalty: 4863.330566
	Iteration 26Q: 3 clusters Score -2307217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2307219.500000 Penalty: 4863.330566
	Iteration 27Q: 3 clusters Score -2307220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2307223.000000 Penalty: 4863.330566
	Iteration 28Q: 3 clusters Score -2307223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2307224.250000 Penalty: 4863.330566
	Iteration 29Q: 3 clusters Score -2307224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2307224.000000 Penalty: 4863.330566
	Iteration 30Q: 3 clusters Score -2307224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2307229.000000 Penalty: 4863.330566
	Iteration 31Q: 3 clusters Score -2307229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2307236.000000 Penalty: 4863.330566
	Iteration 32Q: 3 clusters Score -2307236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2307240.500000 Penalty: 4863.330566
	Iteration 33Q: 3 clusters Score -2307240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2307244.250000 Penalty: 4863.330566
	Iteration 34Q: 3 clusters Score -2307244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2307245.500000 Penalty: 4863.330566
	Iteration 35Q: 3 clusters Score -2307246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2307249.750000 Penalty: 4863.330566
	Iteration 36Q: 3 clusters Score -2307250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2307252.250000 Penalty: 4863.330566
	Iteration 37Q: 3 clusters Score -2307252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2307254.250000 Penalty: 4863.330566
	Iteration 38Q: 3 clusters Score -2307254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2307256.250000 Penalty: 4863.330566
	Iteration 39Q: 3 clusters Score -2307256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2307256.500000 Penalty: 4863.330566
	Iteration 40F: 3 clusters Score -2307256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2307260.500000 Penalty: 4863.330566
	Iteration 41Q: 3 clusters Score -2307260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2307256.000000 Penalty: 4863.330566
	Iteration 42Q: 3 clusters Score -2307256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2307261.250000 Penalty: 4863.330566
	Iteration 43Q: 3 clusters Score -2307261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2307260.750000 Penalty: 4863.330566
	Iteration 44Q: 3 clusters Score -2307261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2307260.750000 Penalty: 4863.330566
	Iteration 45F: 3 clusters Score -2307261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 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 295 members 
Entering Unmasked Estep 
Score: -71514.906250 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71514.91 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71698.085938 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71698.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71749.125000 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -71749.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71767.609375 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71767.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71774.492188 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71774.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71778.023438 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71778.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71778.023438 Penalty: 3177.812500
	Iteration 6F: 3 clusters Score -71778.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 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 305 members 
Entering Unmasked Estep 
Score: -66309.343750 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66309.34 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66650.062500 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66650.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66849.351562 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66849.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66958.734375 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66958.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67001.609375 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -67001.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67010.804688 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -67010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67029.125000 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -67029.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67035.234375 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -67035.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67035.234375 Penalty: 3181.075684
	Iteration 8F: 3 clusters Score -67035.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 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 350 members 
Entering Unmasked Estep 
Score: -77748.117188 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77748.12 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78129.718750 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -78129.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78382.000000 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78519.757812 Penalty: 3258.462646
	Iteration 3F: 3 clusters Score -78519.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78570.312500 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78570.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78587.023438 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78587.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78592.765625 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78592.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78599.476562 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78599.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78607.062500 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78607.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78612.250000 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78612.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78612.250000 Penalty: 3258.462646
	Iteration 10F: 3 clusters Score -78612.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195756 members 
Entering Unmasked Estep 
Score: -24576634.000000 Penalty: 3021.786865
	Iteration 0F: 2 clusters Score -2.457663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -24455996.000000 Penalty: 6043.573730
	Iteration 0F: 3 clusters Score -2.4456e+07 nChanged 94021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -24510758.000000 Penalty: 6043.573730
	Iteration 1F: 3 clusters Score -2.451076e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -24511602.000000 Penalty: 6043.573730
	Iteration 2Q: 3 clusters Score -2.45116e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -24512756.000000 Penalty: 6043.573730
	Iteration 3Q: 3 clusters Score -2.451276e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -24514632.000000 Penalty: 6043.573730
	Iteration 4Q: 3 clusters Score -2.451463e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 121925 members 
Entering Unmasked Estep 
Score: -24518306.000000 Penalty: 6043.573730
	Iteration 5Q: 3 clusters Score -2.451831e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -24525470.000000 Penalty: 6043.573730
	Iteration 6F: 3 clusters Score -2.452547e+07 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -24538238.000000 Penalty: 6043.573730
	Iteration 7F: 3 clusters Score -2.453824e+07 nChanged 18654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 169322 members 
Entering Unmasked Estep 
Score: -24553590.000000 Penalty: 6043.573730
	Iteration 8F: 3 clusters Score -2.455359e+07 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 184328 members 
Entering Unmasked Estep 
Score: -24565016.000000 Penalty: 6043.573730
	Iteration 9F: 3 clusters Score -2.456502e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 192075 members 
Entering Unmasked Estep 
Score: -24570476.000000 Penalty: 6043.573730
	Iteration 10Q: 3 clusters Score -2.457048e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -24572802.000000 Penalty: 6043.573730
	Iteration 11Q: 3 clusters Score -2.45728e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 195328 members 
Entering Unmasked Estep 
Score: -24573448.000000 Penalty: 6043.573730
	Iteration 12Q: 3 clusters Score -2.457345e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 195474 members 
Entering Unmasked Estep 
Score: -24573668.000000 Penalty: 6043.573730
	Iteration 13Q: 3 clusters Score -2.457367e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -24573766.000000 Penalty: 6043.573730
	Iteration 14Q: 3 clusters Score -2.457377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195547 members 
Entering Unmasked Estep 
Score: -24573816.000000 Penalty: 6043.573730
	Iteration 15Q: 3 clusters Score -2.457382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 195558 members 
Entering Unmasked Estep 
Score: -24573878.000000 Penalty: 6043.573730
	Iteration 16Q: 3 clusters Score -2.457388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195564 members 
Entering Unmasked Estep 
Score: -24573880.000000 Penalty: 6043.573730
	Iteration 17Q: 3 clusters Score -2.457388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -24573886.000000 Penalty: 6043.573730
	Iteration 18Q: 3 clusters Score -2.457389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -24573886.000000 Penalty: 6043.573730
	Iteration 19F: 3 clusters Score -2.457389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -191053.906250 Penalty: 1821.650513
	Iteration 0F: 2 clusters Score -191053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188730.093750 Penalty: 3643.301025
	Iteration 0F: 3 clusters Score -188730.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189104.703125 Penalty: 3643.301025
	Iteration 1F: 3 clusters Score -189104.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -189190.718750 Penalty: 3643.301025
	Iteration 2F: 3 clusters Score -189190.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189237.859375 Penalty: 3643.301025
	Iteration 3Q: 3 clusters Score -189237.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -189261.812500 Penalty: 3643.301025
	Iteration 4Q: 3 clusters Score -189261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -189271.859375 Penalty: 3643.301025
	Iteration 5Q: 3 clusters Score -189271.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -189282.578125 Penalty: 3643.301025
	Iteration 6Q: 3 clusters Score -189282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189287.296875 Penalty: 3643.301025
	Iteration 7Q: 3 clusters Score -189287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189290.265625 Penalty: 3643.301025
	Iteration 8Q: 3 clusters Score -189290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189292.906250 Penalty: 3643.301025
	Iteration 9Q: 3 clusters Score -189292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189297.875000 Penalty: 3643.301025
	Iteration 10Q: 3 clusters Score -189297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189300.625000 Penalty: 3643.301025
	Iteration 11Q: 3 clusters Score -189300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189302.609375 Penalty: 3643.301025
	Iteration 12Q: 3 clusters Score -189302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189304.640625 Penalty: 3643.301025
	Iteration 13Q: 3 clusters Score -189304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189305.250000 Penalty: 3643.301025
	Iteration 14Q: 3 clusters Score -189305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189305.250000 Penalty: 3643.301025
	Iteration 15F: 3 clusters Score -189305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Entering Unmasked Estep 
Score: -5331727.000000 Penalty: 2643.076172
	Iteration 0F: 2 clusters Score -5331727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5302977.500000 Penalty: 5286.152344
	Iteration 0F: 3 clusters Score -5302978 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5313621.500000 Penalty: 5286.152344
	Iteration 1F: 3 clusters Score -5313622 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5314025.000000 Penalty: 5286.152344
	Iteration 2Q: 3 clusters Score -5314025 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5314405.500000 Penalty: 5286.152344
	Iteration 3Q: 3 clusters Score -5314406 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5314770.000000 Penalty: 5286.152344
	Iteration 4Q: 3 clusters Score -5314770 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -5315147.000000 Penalty: 5286.152344
	Iteration 5Q: 3 clusters Score -5315147 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -5315722.500000 Penalty: 5286.152344
	Iteration 6Q: 3 clusters Score -5315722 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -5316417.000000 Penalty: 5286.152344
	Iteration 7Q: 3 clusters Score -5316417 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5317494.500000 Penalty: 5286.152344
	Iteration 8Q: 3 clusters Score -5317494 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5319117.000000 Penalty: 5286.152344
	Iteration 9F: 3 clusters Score -5319117 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -5321267.000000 Penalty: 5286.152344
	Iteration 10F: 3 clusters Score -5321267 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5323492.000000 Penalty: 5286.152344
	Iteration 11F: 3 clusters Score -5323492 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5325196.500000 Penalty: 5286.152344
	Iteration 12Q: 3 clusters Score -5325196 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5326335.000000 Penalty: 5286.152344
	Iteration 13Q: 3 clusters Score -5326335 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5327073.000000 Penalty: 5286.152344
	Iteration 14Q: 3 clusters Score -5327073 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5327563.500000 Penalty: 5286.152344
	Iteration 15Q: 3 clusters Score -5327564 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5327957.000000 Penalty: 5286.152344
	Iteration 16Q: 3 clusters Score -5327957 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5328234.000000 Penalty: 5286.152344
	Iteration 17Q: 3 clusters Score -5328234 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5328466.000000 Penalty: 5286.152344
	Iteration 18Q: 3 clusters Score -5328466 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5328626.500000 Penalty: 5286.152344
	Iteration 19Q: 3 clusters Score -5328626 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5328736.500000 Penalty: 5286.152344
	Iteration 20F: 3 clusters Score -5328736 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5328851.500000 Penalty: 5286.152344
	Iteration 21Q: 3 clusters Score -5328852 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5328963.000000 Penalty: 5286.152344
	Iteration 22Q: 3 clusters Score -5328963 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5329040.500000 Penalty: 5286.152344
	Iteration 23Q: 3 clusters Score -5329040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5329099.500000 Penalty: 5286.152344
	Iteration 24Q: 3 clusters Score -5329100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5329129.500000 Penalty: 5286.152344
	Iteration 25Q: 3 clusters Score -5329130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5329165.000000 Penalty: 5286.152344
	Iteration 26Q: 3 clusters Score -5329165 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5329202.500000 Penalty: 5286.152344
	Iteration 27Q: 3 clusters Score -5329202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5329237.000000 Penalty: 5286.152344
	Iteration 28Q: 3 clusters Score -5329237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5329274.000000 Penalty: 5286.152344
	Iteration 29Q: 3 clusters Score -5329274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5329299.000000 Penalty: 5286.152344
	Iteration 30Q: 3 clusters Score -5329299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5329309.500000 Penalty: 5286.152344
	Iteration 31Q: 3 clusters Score -5329310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5329346.000000 Penalty: 5286.152344
	Iteration 32Q: 3 clusters Score -5329346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -5329349.500000 Penalty: 5286.152344
	Iteration 33Q: 3 clusters Score -5329350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5329366.000000 Penalty: 5286.152344
	Iteration 34Q: 3 clusters Score -5329366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5329380.000000 Penalty: 5286.152344
	Iteration 35Q: 3 clusters Score -5329380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5329378.500000 Penalty: 5286.152344
	Iteration 36Q: 3 clusters Score -5329378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5329392.500000 Penalty: 5286.152344
	Iteration 37Q: 3 clusters Score -5329392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5329400.500000 Penalty: 5286.152344
	Iteration 38Q: 3 clusters Score -5329400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -5329394.500000 Penalty: 5286.152344
	Iteration 39Q: 3 clusters Score -5329394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5329396.500000 Penalty: 5286.152344
	Iteration 40F: 3 clusters Score -5329396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5329397.000000 Penalty: 5286.152344
	Iteration 41Q: 3 clusters Score -5329397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5329402.000000 Penalty: 5286.152344
	Iteration 42Q: 3 clusters Score -5329402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5329404.000000 Penalty: 5286.152344
	Iteration 43Q: 3 clusters Score -5329404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5329406.500000 Penalty: 5286.152344
	Iteration 44Q: 3 clusters Score -5329406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5329408.500000 Penalty: 5286.152344
	Iteration 45Q: 3 clusters Score -5329408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5329413.000000 Penalty: 5286.152344
	Iteration 46Q: 3 clusters Score -5329413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5329415.000000 Penalty: 5286.152344
	Iteration 47Q: 3 clusters Score -5329415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5329419.500000 Penalty: 5286.152344
	Iteration 48Q: 3 clusters Score -5329420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5329419.000000 Penalty: 5286.152344
	Iteration 49Q: 3 clusters Score -5329419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5329425.500000 Penalty: 5286.152344
	Iteration 50Q: 3 clusters Score -5329426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -5329424.000000 Penalty: 5286.152344
	Iteration 51Q: 3 clusters Score -5329424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5329423.500000 Penalty: 5286.152344
	Iteration 52Q: 3 clusters Score -5329424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5329423.500000 Penalty: 5286.152344
	Iteration 53Q: 3 clusters Score -5329424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5329420.000000 Penalty: 5286.152344
	Iteration 54Q: 3 clusters Score -5329420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5329422.000000 Penalty: 5286.152344
	Iteration 55Q: 3 clusters Score -5329422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5329422.000000 Penalty: 5286.152344
	Iteration 56F: 3 clusters Score -5329422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -100896.812500 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -100896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99080.023438 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -99080.02 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99321.187500 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -99321.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99389.164062 Penalty: 3337.992676
	Iteration 2Q: 3 clusters Score -99389.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99428.945312 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -99428.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99441.234375 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -99441.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99448.351562 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -99448.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99456.171875 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -99456.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99462.570312 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -99462.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99466.539062 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -99466.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99466.539062 Penalty: 3337.992676
	Iteration 9F: 3 clusters Score -99466.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -40348.890625 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -40348.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39063.691406 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -39063.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39191.914062 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -39191.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39252.210938 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -39252.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39269.816406 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -39269.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39279.933594 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -39279.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39284.789062 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -39284.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39284.789062 Penalty: 2915.356934
	Iteration 6F: 3 clusters Score -39284.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32428.712891 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32428.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31228.751953 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31228.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31353.470703 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31353.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31409.033203 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -31409.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31426.000000 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31438.078125 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31438.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31455.025391 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31455.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31482.937500 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31482.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31525.304688 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -31525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31545.847656 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -31545.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31559.593750 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -31559.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31567.685547 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -31567.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31569.253906 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -31569.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31569.253906 Penalty: 2848.529785
	Iteration 12F: 3 clusters Score -31569.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157011 members 
Entering Unmasked Estep 
Score: -19847516.000000 Penalty: 2967.089600
	Iteration 0F: 2 clusters Score -1.984752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -19746060.000000 Penalty: 5934.179199
	Iteration 0F: 3 clusters Score -1.974606e+07 nChanged 74892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -19789344.000000 Penalty: 5934.179199
	Iteration 1F: 3 clusters Score -1.978934e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -19790288.000000 Penalty: 5934.179199
	Iteration 2Q: 3 clusters Score -1.979029e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -19791520.000000 Penalty: 5934.179199
	Iteration 3Q: 3 clusters Score -1.979152e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -19793726.000000 Penalty: 5934.179199
	Iteration 4Q: 3 clusters Score -1.979373e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -19797338.000000 Penalty: 5934.179199
	Iteration 5Q: 3 clusters Score -1.979734e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -19803674.000000 Penalty: 5934.179199
	Iteration 6F: 3 clusters Score -1.980367e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -19813464.000000 Penalty: 5934.179199
	Iteration 7F: 3 clusters Score -1.981346e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -19824856.000000 Penalty: 5934.179199
	Iteration 8F: 3 clusters Score -1.982486e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -19833980.000000 Penalty: 5934.179199
	Iteration 9F: 3 clusters Score -1.983398e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -19839544.000000 Penalty: 5934.179199
	Iteration 10Q: 3 clusters Score -1.983954e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141534 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -19842046.000000 Penalty: 5934.179199
	Iteration 11Q: 3 clusters Score -1.984205e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143437 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -19843346.000000 Penalty: 5934.179199
	Iteration 12Q: 3 clusters Score -1.984335e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -19844112.000000 Penalty: 5934.179199
	Iteration 13Q: 3 clusters Score -1.984411e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -19844704.000000 Penalty: 5934.179199
	Iteration 14Q: 3 clusters Score -1.98447e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -19845020.000000 Penalty: 5934.179199
	Iteration 15Q: 3 clusters Score -1.984502e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -19845346.000000 Penalty: 5934.179199
	Iteration 16Q: 3 clusters Score -1.984535e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -19845576.000000 Penalty: 5934.179199
	Iteration 17Q: 3 clusters Score -1.984558e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -19845764.000000 Penalty: 5934.179199
	Iteration 18Q: 3 clusters Score -1.984576e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -19845902.000000 Penalty: 5934.179199
	Iteration 19Q: 3 clusters Score -1.98459e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -19845956.000000 Penalty: 5934.179199
	Iteration 20F: 3 clusters Score -1.984596e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -19846058.000000 Penalty: 5934.179199
	Iteration 21Q: 3 clusters Score -1.984606e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -19846096.000000 Penalty: 5934.179199
	Iteration 22Q: 3 clusters Score -1.98461e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -19846126.000000 Penalty: 5934.179199
	Iteration 23Q: 3 clusters Score -1.984613e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -19846078.000000 Penalty: 5934.179199
	Iteration 24Q: 3 clusters Score -1.984608e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153338 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -19846078.000000 Penalty: 5934.179199
	Iteration 25Q: 3 clusters Score -1.984608e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153541 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -19846112.000000 Penalty: 5934.179199
	Iteration 26Q: 3 clusters Score -1.984611e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153718 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19846070.000000 Penalty: 5934.179199
	Iteration 27Q: 3 clusters Score -1.984607e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -19846070.000000 Penalty: 5934.179199
	Iteration 28Q: 3 clusters Score -1.984607e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154060 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19846074.000000 Penalty: 5934.179199
	Iteration 29Q: 3 clusters Score -1.984607e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -19846058.000000 Penalty: 5934.179199
	Iteration 30Q: 3 clusters Score -1.984606e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -19846064.000000 Penalty: 5934.179199
	Iteration 31Q: 3 clusters Score -1.984606e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -19846042.000000 Penalty: 5934.179199
	Iteration 32Q: 3 clusters Score -1.984604e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -19845980.000000 Penalty: 5934.179199
	Iteration 33Q: 3 clusters Score -1.984598e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -19845934.000000 Penalty: 5934.179199
	Iteration 34Q: 3 clusters Score -1.984593e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19845940.000000 Penalty: 5934.179199
	Iteration 35Q: 3 clusters Score -1.984594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -19845918.000000 Penalty: 5934.179199
	Iteration 36Q: 3 clusters Score -1.984592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -19845878.000000 Penalty: 5934.179199
	Iteration 37Q: 3 clusters Score -1.984588e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19845878.000000 Penalty: 5934.179199
	Iteration 38Q: 3 clusters Score -1.984588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -19845864.000000 Penalty: 5934.179199
	Iteration 39Q: 3 clusters Score -1.984586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154877 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19845848.000000 Penalty: 5934.179199
	Iteration 40F: 3 clusters Score -1.984585e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19845878.000000 Penalty: 5934.179199
	Iteration 41Q: 3 clusters Score -1.984588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19845864.000000 Penalty: 5934.179199
	Iteration 42Q: 3 clusters Score -1.984586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19845860.000000 Penalty: 5934.179199
	Iteration 43Q: 3 clusters Score -1.984586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -19845862.000000 Penalty: 5934.179199
	Iteration 44Q: 3 clusters Score -1.984586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155052 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -19845856.000000 Penalty: 5934.179199
	Iteration 45Q: 3 clusters Score -1.984586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19845874.000000 Penalty: 5934.179199
	Iteration 46Q: 3 clusters Score -1.984587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19845862.000000 Penalty: 5934.179199
	Iteration 47Q: 3 clusters Score -1.984586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19845852.000000 Penalty: 5934.179199
	Iteration 48Q: 3 clusters Score -1.984585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -19845860.000000 Penalty: 5934.179199
	Iteration 49Q: 3 clusters Score -1.984586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19845842.000000 Penalty: 5934.179199
	Iteration 50Q: 3 clusters Score -1.984584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -19845870.000000 Penalty: 5934.179199
	Iteration 51Q: 3 clusters Score -1.984587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19845868.000000 Penalty: 5934.179199
	Iteration 52Q: 3 clusters Score -1.984587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -19845860.000000 Penalty: 5934.179199
	Iteration 53Q: 3 clusters Score -1.984586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19845872.000000 Penalty: 5934.179199
	Iteration 54Q: 3 clusters Score -1.984587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19845860.000000 Penalty: 5934.179199
	Iteration 55Q: 3 clusters Score -1.984586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -19845856.000000 Penalty: 5934.179199
	Iteration 56Q: 3 clusters Score -1.984586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -19845856.000000 Penalty: 5934.179199
	Iteration 57F: 3 clusters Score -1.984586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175880 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 71786 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156556 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18126 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195756 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 42513 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750248.000000 Penalty: 71147.250000
Iteration 319Q: 22 clusters Score -1.057502e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 71758 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156560 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18126 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195699 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 42648 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750224.000000 Penalty: 71147.250000
Iteration 320F: 22 clusters Score -1.057502e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 6969 members 
Mstep: Class 3 contains 21020 members 
Mstep: Class 4 contains 71719 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156559 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18127 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195648 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 42787 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750152.000000 Penalty: 71147.250000
Iteration 321Q: 22 clusters Score -1.057502e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175780 members 
Mstep: Class 2 contains 6952 members 
Mstep: Class 3 contains 21011 members 
Mstep: Class 4 contains 71675 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156553 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18125 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195595 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 42947 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750232.000000 Penalty: 71147.250000
Iteration 322Q: 22 clusters Score -1.057502e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175746 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 21005 members 
Mstep: Class 4 contains 71623 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156534 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195586 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43088 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750176.000000 Penalty: 71147.250000
Iteration 323Q: 22 clusters Score -1.057502e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 6928 members 
Mstep: Class 3 contains 21006 members 
Mstep: Class 4 contains 71589 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156532 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195590 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43203 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750144.000000 Penalty: 71147.250000
Iteration 324Q: 22 clusters Score -1.057501e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 21005 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156526 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18107 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195580 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43303 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750288.000000 Penalty: 71147.250000
Iteration 325Q: 22 clusters Score -1.057503e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 21001 members 
Mstep: Class 4 contains 71547 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156514 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18099 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195570 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43402 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750192.000000 Penalty: 71147.250000
Iteration 326Q: 22 clusters Score -1.057502e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 20999 members 
Mstep: Class 4 contains 71528 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156503 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18094 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195542 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43504 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750304.000000 Penalty: 71147.250000
Iteration 327Q: 22 clusters Score -1.057503e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 6886 members 
Mstep: Class 3 contains 20997 members 
Mstep: Class 4 contains 71518 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156487 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18079 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195512 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43608 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750344.000000 Penalty: 71147.250000
Iteration 328Q: 22 clusters Score -1.057503e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 20993 members 
Mstep: Class 4 contains 71502 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156475 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18068 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195479 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43706 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750368.000000 Penalty: 71147.250000
Iteration 329Q: 22 clusters Score -1.057504e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175536 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 20991 members 
Mstep: Class 4 contains 71495 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156470 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18056 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195473 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43789 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750168.000000 Penalty: 71147.250000
Iteration 330Q: 22 clusters Score -1.057502e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 71480 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156467 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18046 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195449 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750272.000000 Penalty: 71147.250000
Iteration 331Q: 22 clusters Score -1.057503e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 20976 members 
Mstep: Class 4 contains 71460 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156454 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18035 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195444 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750448.000000 Penalty: 71147.250000
Iteration 332Q: 22 clusters Score -1.057504e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 20969 members 
Mstep: Class 4 contains 71446 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156443 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18031 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195465 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44052 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750464.000000 Penalty: 71147.250000
Iteration 333Q: 22 clusters Score -1.057505e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 6843 members 
Mstep: Class 3 contains 20962 members 
Mstep: Class 4 contains 71432 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156432 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195480 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44126 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750504.000000 Penalty: 71147.250000
Iteration 334Q: 22 clusters Score -1.057505e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 20956 members 
Mstep: Class 4 contains 71419 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156408 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18015 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195502 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44208 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750448.000000 Penalty: 71147.250000
Iteration 335Q: 22 clusters Score -1.057504e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175273 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 20948 members 
Mstep: Class 4 contains 71397 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156412 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195504 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44304 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 157003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750528.000000 Penalty: 71147.250000
Iteration 336Q: 22 clusters Score -1.057505e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175210 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 20943 members 
Mstep: Class 4 contains 71375 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156420 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195500 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44401 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750376.000000 Penalty: 71147.250000
Iteration 337Q: 22 clusters Score -1.057504e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175154 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 71346 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156436 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18002 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195479 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44509 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750408.000000 Penalty: 71147.250000
Iteration 338Q: 22 clusters Score -1.057504e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 71318 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156436 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18000 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195464 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44618 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750448.000000 Penalty: 71147.250000
Iteration 339Q: 22 clusters Score -1.057504e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 71291 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156445 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18002 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195438 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44728 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750528.000000 Penalty: 71147.250000
Iteration 340F: 22 clusters Score -1.057505e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174992 members 
Mstep: Class 2 contains 6800 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 71261 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156436 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18006 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195415 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750536.000000 Penalty: 71147.250000
Iteration 341Q: 22 clusters Score -1.057505e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174970 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 20919 members 
Mstep: Class 4 contains 71232 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156440 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18009 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195373 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44965 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750520.000000 Penalty: 71147.250000
Iteration 342Q: 22 clusters Score -1.057505e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174941 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 20912 members 
Mstep: Class 4 contains 71219 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156454 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 18006 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195334 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45080 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750576.000000 Penalty: 71147.250000
Iteration 343Q: 22 clusters Score -1.057506e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174918 members 
Mstep: Class 2 contains 6768 members 
Mstep: Class 3 contains 20903 members 
Mstep: Class 4 contains 71189 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156455 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17998 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195313 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750672.000000 Penalty: 71147.250000
Iteration 344Q: 22 clusters Score -1.057507e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174889 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 71156 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156444 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17998 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195306 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45298 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750768.000000 Penalty: 71147.250000
Iteration 345Q: 22 clusters Score -1.057508e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174857 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 71128 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156434 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17993 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195288 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45411 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750840.000000 Penalty: 71147.250000
Iteration 346Q: 22 clusters Score -1.057508e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 71110 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156426 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17982 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195257 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45522 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750912.000000 Penalty: 71147.250000
Iteration 347Q: 22 clusters Score -1.057509e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174850 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 20884 members 
Mstep: Class 4 contains 71077 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156402 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17974 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195248 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45632 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750800.000000 Penalty: 71147.250000
Iteration 348Q: 22 clusters Score -1.057508e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174843 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 20883 members 
Mstep: Class 4 contains 71051 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156389 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17968 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195242 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45720 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750704.000000 Penalty: 71147.250000
Iteration 349Q: 22 clusters Score -1.057507e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 20880 members 
Mstep: Class 4 contains 71050 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156370 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17962 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195218 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45805 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750784.000000 Penalty: 71147.250000
Iteration 350Q: 22 clusters Score -1.057508e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174802 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 71050 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156349 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195210 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45883 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750848.000000 Penalty: 71147.250000
Iteration 351Q: 22 clusters Score -1.057508e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 20879 members 
Mstep: Class 4 contains 71037 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156328 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17967 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195220 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45942 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750864.000000 Penalty: 71147.250000
Iteration 352Q: 22 clusters Score -1.057509e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174760 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 20865 members 
Mstep: Class 4 contains 71027 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156317 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17963 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195243 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45999 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750816.000000 Penalty: 71147.250000
Iteration 353Q: 22 clusters Score -1.057508e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174737 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 71019 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156305 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17958 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195267 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46045 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750800.000000 Penalty: 71147.250000
Iteration 354Q: 22 clusters Score -1.057508e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 71016 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156290 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17954 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195289 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750616.000000 Penalty: 71147.250000
Iteration 355Q: 22 clusters Score -1.057506e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174688 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 20857 members 
Mstep: Class 4 contains 71011 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156279 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17951 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195294 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46134 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750848.000000 Penalty: 71147.250000
Iteration 356Q: 22 clusters Score -1.057508e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174656 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20847 members 
Mstep: Class 4 contains 71001 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156273 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17948 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195313 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46179 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750912.000000 Penalty: 71147.250000
Iteration 357Q: 22 clusters Score -1.057509e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174640 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20837 members 
Mstep: Class 4 contains 70987 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156258 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17946 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195321 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46228 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750888.000000 Penalty: 71147.250000
Iteration 358Q: 22 clusters Score -1.057509e+08 nChanged 166
Entering ConstructFrom: 
Score: -105750888.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (174635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174635 members 
Entering Unmasked Estep 
Score: -21884988.000000 Penalty: 2993.472412
	Iteration 0F: 2 clusters Score -2.188499e+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 87349 members 
Entering Unmasked Estep 
Score: -21771230.000000 Penalty: 5986.944824
	Iteration 0F: 3 clusters Score -2.177123e+07 nChanged 83836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 87673 members 
Entering Unmasked Estep 
Score: -21820818.000000 Penalty: 5986.944824
	Iteration 1F: 3 clusters Score -2.182082e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -21823266.000000 Penalty: 5986.944824
	Iteration 2Q: 3 clusters Score -2.182327e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -21826630.000000 Penalty: 5986.944824
	Iteration 3Q: 3 clusters Score -2.182663e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -21831272.000000 Penalty: 5986.944824
	Iteration 4F: 3 clusters Score -2.183127e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -21838158.000000 Penalty: 5986.944824
	Iteration 5F: 3 clusters Score -2.183816e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -21847178.000000 Penalty: 5986.944824
	Iteration 6F: 3 clusters Score -2.184718e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -21856638.000000 Penalty: 5986.944824
	Iteration 7F: 3 clusters Score -2.185664e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
Score: -21863028.000000 Penalty: 5986.944824
	Iteration 8F: 3 clusters Score -2.186303e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -21865586.000000 Penalty: 5986.944824
	Iteration 9Q: 3 clusters Score -2.186559e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -21866962.000000 Penalty: 5986.944824
	Iteration 10Q: 3 clusters Score -2.186696e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111641 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -21868024.000000 Penalty: 5986.944824
	Iteration 11Q: 3 clusters Score -2.186802e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -21869176.000000 Penalty: 5986.944824
	Iteration 12Q: 3 clusters Score -2.186918e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -21870344.000000 Penalty: 5986.944824
	Iteration 13Q: 3 clusters Score -2.187034e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -21871604.000000 Penalty: 5986.944824
	Iteration 14Q: 3 clusters Score -2.18716e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -21872830.000000 Penalty: 5986.944824
	Iteration 15Q: 3 clusters Score -2.187283e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -21874056.000000 Penalty: 5986.944824
	Iteration 16Q: 3 clusters Score -2.187406e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -21875062.000000 Penalty: 5986.944824
	Iteration 17Q: 3 clusters Score -2.187506e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -21876132.000000 Penalty: 5986.944824
	Iteration 18Q: 3 clusters Score -2.187613e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134414 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -21877086.000000 Penalty: 5986.944824
	Iteration 19Q: 3 clusters Score -2.187709e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -21877784.000000 Penalty: 5986.944824
	Iteration 20F: 3 clusters Score -2.187778e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -21878484.000000 Penalty: 5986.944824
	Iteration 21Q: 3 clusters Score -2.187848e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141332 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -21879192.000000 Penalty: 5986.944824
	Iteration 22Q: 3 clusters Score -2.187919e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143514 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -21879750.000000 Penalty: 5986.944824
	Iteration 23Q: 3 clusters Score -2.187975e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -21880418.000000 Penalty: 5986.944824
	Iteration 24Q: 3 clusters Score -2.188042e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -21880852.000000 Penalty: 5986.944824
	Iteration 25Q: 3 clusters Score -2.188085e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -21881246.000000 Penalty: 5986.944824
	Iteration 26Q: 3 clusters Score -2.188125e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -21881768.000000 Penalty: 5986.944824
	Iteration 27Q: 3 clusters Score -2.188177e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -21882082.000000 Penalty: 5986.944824
	Iteration 28Q: 3 clusters Score -2.188208e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153958 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -21882500.000000 Penalty: 5986.944824
	Iteration 29Q: 3 clusters Score -2.18825e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -21882622.000000 Penalty: 5986.944824
	Iteration 30Q: 3 clusters Score -2.188262e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -21882804.000000 Penalty: 5986.944824
	Iteration 31Q: 3 clusters Score -2.18828e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -21882884.000000 Penalty: 5986.944824
	Iteration 32Q: 3 clusters Score -2.188288e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -21883040.000000 Penalty: 5986.944824
	Iteration 33Q: 3 clusters Score -2.188304e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -21883216.000000 Penalty: 5986.944824
	Iteration 34Q: 3 clusters Score -2.188322e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -21883456.000000 Penalty: 5986.944824
	Iteration 35Q: 3 clusters Score -2.188346e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -21883600.000000 Penalty: 5986.944824
	Iteration 36Q: 3 clusters Score -2.18836e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162084 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -21883776.000000 Penalty: 5986.944824
	Iteration 37Q: 3 clusters Score -2.188378e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -21884038.000000 Penalty: 5986.944824
	Iteration 38Q: 3 clusters Score -2.188404e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163462 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -21884034.000000 Penalty: 5986.944824
	Iteration 39Q: 3 clusters Score -2.188403e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -21884104.000000 Penalty: 5986.944824
	Iteration 40F: 3 clusters Score -2.18841e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -21884078.000000 Penalty: 5986.944824
	Iteration 41Q: 3 clusters Score -2.188408e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165069 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -21884108.000000 Penalty: 5986.944824
	Iteration 42Q: 3 clusters Score -2.188411e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -21884194.000000 Penalty: 5986.944824
	Iteration 43Q: 3 clusters Score -2.188419e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165928 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -21884224.000000 Penalty: 5986.944824
	Iteration 44Q: 3 clusters Score -2.188422e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -21884290.000000 Penalty: 5986.944824
	Iteration 45Q: 3 clusters Score -2.188429e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -21884322.000000 Penalty: 5986.944824
	Iteration 46Q: 3 clusters Score -2.188432e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -21884352.000000 Penalty: 5986.944824
	Iteration 47Q: 3 clusters Score -2.188435e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -21884362.000000 Penalty: 5986.944824
	Iteration 48Q: 3 clusters Score -2.188436e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -21884402.000000 Penalty: 5986.944824
	Iteration 49Q: 3 clusters Score -2.18844e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167732 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -21884392.000000 Penalty: 5986.944824
	Iteration 50Q: 3 clusters Score -2.188439e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -21884312.000000 Penalty: 5986.944824
	Iteration 51Q: 3 clusters Score -2.188431e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -21884346.000000 Penalty: 5986.944824
	Iteration 52Q: 3 clusters Score -2.188435e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -21884332.000000 Penalty: 5986.944824
	Iteration 53Q: 3 clusters Score -2.188433e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -21884334.000000 Penalty: 5986.944824
	Iteration 54Q: 3 clusters Score -2.188433e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -21884304.000000 Penalty: 5986.944824
	Iteration 55Q: 3 clusters Score -2.18843e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -21884310.000000 Penalty: 5986.944824
	Iteration 56Q: 3 clusters Score -2.188431e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -21884294.000000 Penalty: 5986.944824
	Iteration 57Q: 3 clusters Score -2.188429e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -21884296.000000 Penalty: 5986.944824
	Iteration 58Q: 3 clusters Score -2.18843e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -21884284.000000 Penalty: 5986.944824
	Iteration 59Q: 3 clusters Score -2.188428e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -21884288.000000 Penalty: 5986.944824
	Iteration 60F: 3 clusters Score -2.188429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -21884296.000000 Penalty: 5986.944824
	Iteration 61Q: 3 clusters Score -2.18843e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169316 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -21884254.000000 Penalty: 5986.944824
	Iteration 62Q: 3 clusters Score -2.188425e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -21884260.000000 Penalty: 5986.944824
	Iteration 63Q: 3 clusters Score -2.188426e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -21884192.000000 Penalty: 5986.944824
	Iteration 64Q: 3 clusters Score -2.188419e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169534 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -21884218.000000 Penalty: 5986.944824
	Iteration 65Q: 3 clusters Score -2.188422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -21884206.000000 Penalty: 5986.944824
	Iteration 66Q: 3 clusters Score -2.188421e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169635 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -21884210.000000 Penalty: 5986.944824
	Iteration 67Q: 3 clusters Score -2.188421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169679 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -21884226.000000 Penalty: 5986.944824
	Iteration 68Q: 3 clusters Score -2.188423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -21884200.000000 Penalty: 5986.944824
	Iteration 69Q: 3 clusters Score -2.18842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -21884198.000000 Penalty: 5986.944824
	Iteration 70Q: 3 clusters Score -2.18842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -21884188.000000 Penalty: 5986.944824
	Iteration 71Q: 3 clusters Score -2.188419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169825 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -21884180.000000 Penalty: 5986.944824
	Iteration 72Q: 3 clusters Score -2.188418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -21884188.000000 Penalty: 5986.944824
	Iteration 73Q: 3 clusters Score -2.188419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169880 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -21884162.000000 Penalty: 5986.944824
	Iteration 74Q: 3 clusters Score -2.188416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -21884146.000000 Penalty: 5986.944824
	Iteration 75Q: 3 clusters Score -2.188415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21884150.000000 Penalty: 5986.944824
	Iteration 76Q: 3 clusters Score -2.188415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169933 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -21884140.000000 Penalty: 5986.944824
	Iteration 77Q: 3 clusters Score -2.188414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -21884138.000000 Penalty: 5986.944824
	Iteration 78Q: 3 clusters Score -2.188414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -21884144.000000 Penalty: 5986.944824
	Iteration 79Q: 3 clusters Score -2.188414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170004 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -21884140.000000 Penalty: 5986.944824
	Iteration 80F: 3 clusters Score -2.188414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -21884146.000000 Penalty: 5986.944824
	Iteration 81Q: 3 clusters Score -2.188415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -21884134.000000 Penalty: 5986.944824
	Iteration 82Q: 3 clusters Score -2.188413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -21884118.000000 Penalty: 5986.944824
	Iteration 83Q: 3 clusters Score -2.188412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -21884132.000000 Penalty: 5986.944824
	Iteration 84Q: 3 clusters Score -2.188413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170106 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -21884138.000000 Penalty: 5986.944824
	Iteration 85Q: 3 clusters Score -2.188414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -21884136.000000 Penalty: 5986.944824
	Iteration 86Q: 3 clusters Score -2.188414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -21884126.000000 Penalty: 5986.944824
	Iteration 87Q: 3 clusters Score -2.188413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170143 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -21884136.000000 Penalty: 5986.944824
	Iteration 88Q: 3 clusters Score -2.188414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -21884144.000000 Penalty: 5986.944824
	Iteration 89Q: 3 clusters Score -2.188414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -21884118.000000 Penalty: 5986.944824
	Iteration 90Q: 3 clusters Score -2.188412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -21884120.000000 Penalty: 5986.944824
	Iteration 91Q: 3 clusters Score -2.188412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170181 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -21884112.000000 Penalty: 5986.944824
	Iteration 92Q: 3 clusters Score -2.188411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170190 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -21884104.000000 Penalty: 5986.944824
	Iteration 93Q: 3 clusters Score -2.18841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -21884116.000000 Penalty: 5986.944824
	Iteration 94Q: 3 clusters Score -2.188412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -21884124.000000 Penalty: 5986.944824
	Iteration 95Q: 3 clusters Score -2.188412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -21884114.000000 Penalty: 5986.944824
	Iteration 96Q: 3 clusters Score -2.188411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -21884142.000000 Penalty: 5986.944824
	Iteration 97Q: 3 clusters Score -2.188414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -21884148.000000 Penalty: 5986.944824
	Iteration 98Q: 3 clusters Score -2.188415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -21884154.000000 Penalty: 5986.944824
	Iteration 99Q: 3 clusters Score -2.188415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -21884164.000000 Penalty: 5986.944824
	Iteration 100F: 3 clusters Score -2.188416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -21884142.000000 Penalty: 5986.944824
	Iteration 101Q: 3 clusters Score -2.188414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170270 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -21884134.000000 Penalty: 5986.944824
	Iteration 102Q: 3 clusters Score -2.188413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -21884138.000000 Penalty: 5986.944824
	Iteration 103Q: 3 clusters Score -2.188414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -21884142.000000 Penalty: 5986.944824
	Iteration 104Q: 3 clusters Score -2.188414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170288 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -21884148.000000 Penalty: 5986.944824
	Iteration 105Q: 3 clusters Score -2.188415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -21884136.000000 Penalty: 5986.944824
	Iteration 106Q: 3 clusters Score -2.188414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170304 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -21884124.000000 Penalty: 5986.944824
	Iteration 107Q: 3 clusters Score -2.188412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -21884126.000000 Penalty: 5986.944824
	Iteration 108Q: 3 clusters Score -2.188413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170317 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -21884138.000000 Penalty: 5986.944824
	Iteration 109Q: 3 clusters Score -2.188414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -21884134.000000 Penalty: 5986.944824
	Iteration 110Q: 3 clusters Score -2.188413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -21884142.000000 Penalty: 5986.944824
	Iteration 111Q: 3 clusters Score -2.188414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170332 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -21884136.000000 Penalty: 5986.944824
	Iteration 112Q: 3 clusters Score -2.188414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -21884128.000000 Penalty: 5986.944824
	Iteration 113Q: 3 clusters Score -2.188413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -21884138.000000 Penalty: 5986.944824
	Iteration 114Q: 3 clusters Score -2.188414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170351 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -21884148.000000 Penalty: 5986.944824
	Iteration 115Q: 3 clusters Score -2.188415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -21884150.000000 Penalty: 5986.944824
	Iteration 116Q: 3 clusters Score -2.188415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170363 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -21884154.000000 Penalty: 5986.944824
	Iteration 117Q: 3 clusters Score -2.188415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -21884162.000000 Penalty: 5986.944824
	Iteration 118Q: 3 clusters Score -2.188416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170375 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -21884148.000000 Penalty: 5986.944824
	Iteration 119Q: 3 clusters Score -2.188415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170384 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -21884136.000000 Penalty: 5986.944824
	Iteration 120F: 3 clusters Score -2.188414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170390 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -21884120.000000 Penalty: 5986.944824
	Iteration 121Q: 3 clusters Score -2.188412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -21884112.000000 Penalty: 5986.944824
	Iteration 122Q: 3 clusters Score -2.188411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170405 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -21884114.000000 Penalty: 5986.944824
	Iteration 123Q: 3 clusters Score -2.188411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -21884110.000000 Penalty: 5986.944824
	Iteration 124Q: 3 clusters Score -2.188411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -21884098.000000 Penalty: 5986.944824
	Iteration 125Q: 3 clusters Score -2.18841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -21884108.000000 Penalty: 5986.944824
	Iteration 126Q: 3 clusters Score -2.188411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -21884116.000000 Penalty: 5986.944824
	Iteration 127Q: 3 clusters Score -2.188412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -21884104.000000 Penalty: 5986.944824
	Iteration 128Q: 3 clusters Score -2.18841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -21884102.000000 Penalty: 5986.944824
	Iteration 129Q: 3 clusters Score -2.18841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170502 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -21884100.000000 Penalty: 5986.944824
	Iteration 130Q: 3 clusters Score -2.18841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -21884088.000000 Penalty: 5986.944824
	Iteration 131Q: 3 clusters Score -2.188409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -21884066.000000 Penalty: 5986.944824
	Iteration 132Q: 3 clusters Score -2.188407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -21884072.000000 Penalty: 5986.944824
	Iteration 133Q: 3 clusters Score -2.188407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -21884066.000000 Penalty: 5986.944824
	Iteration 134Q: 3 clusters Score -2.188407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -21884026.000000 Penalty: 5986.944824
	Iteration 135Q: 3 clusters Score -2.188403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170642 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -21884024.000000 Penalty: 5986.944824
	Iteration 136Q: 3 clusters Score -2.188402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -21884010.000000 Penalty: 5986.944824
	Iteration 137Q: 3 clusters Score -2.188401e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -21884016.000000 Penalty: 5986.944824
	Iteration 138Q: 3 clusters Score -2.188402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170709 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -21884020.000000 Penalty: 5986.944824
	Iteration 139Q: 3 clusters Score -2.188402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -21884028.000000 Penalty: 5986.944824
	Iteration 140F: 3 clusters Score -2.188403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21884038.000000 Penalty: 5986.944824
	Iteration 141Q: 3 clusters Score -2.188404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21884050.000000 Penalty: 5986.944824
	Iteration 142Q: 3 clusters Score -2.188405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21884036.000000 Penalty: 5986.944824
	Iteration 143Q: 3 clusters Score -2.188404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -21884058.000000 Penalty: 5986.944824
	Iteration 144Q: 3 clusters Score -2.188406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -21884040.000000 Penalty: 5986.944824
	Iteration 145Q: 3 clusters Score -2.188404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -21884052.000000 Penalty: 5986.944824
	Iteration 146Q: 3 clusters Score -2.188405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170853 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -21884046.000000 Penalty: 5986.944824
	Iteration 147Q: 3 clusters Score -2.188405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -21884038.000000 Penalty: 5986.944824
	Iteration 148Q: 3 clusters Score -2.188404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21884038.000000 Penalty: 5986.944824
	Iteration 149Q: 3 clusters Score -2.188404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170892 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21884048.000000 Penalty: 5986.944824
	Iteration 150Q: 3 clusters Score -2.188405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170900 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21884038.000000 Penalty: 5986.944824
	Iteration 151Q: 3 clusters Score -2.188404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170906 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -21884036.000000 Penalty: 5986.944824
	Iteration 152Q: 3 clusters Score -2.188404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -21884030.000000 Penalty: 5986.944824
	Iteration 153Q: 3 clusters Score -2.188403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -21884030.000000 Penalty: 5986.944824
	Iteration 154Q: 3 clusters Score -2.188403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21884024.000000 Penalty: 5986.944824
	Iteration 155Q: 3 clusters Score -2.188402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -21884024.000000 Penalty: 5986.944824
	Iteration 156Q: 3 clusters Score -2.188402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -21884026.000000 Penalty: 5986.944824
	Iteration 157Q: 3 clusters Score -2.188403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170941 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -21884028.000000 Penalty: 5986.944824
	Iteration 158Q: 3 clusters Score -2.188403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21884036.000000 Penalty: 5986.944824
	Iteration 159Q: 3 clusters Score -2.188404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -21884042.000000 Penalty: 5986.944824
	Iteration 160F: 3 clusters Score -2.188404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170952 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21884038.000000 Penalty: 5986.944824
	Iteration 161Q: 3 clusters Score -2.188404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -21884034.000000 Penalty: 5986.944824
	Iteration 162Q: 3 clusters Score -2.188403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -21884044.000000 Penalty: 5986.944824
	Iteration 163Q: 3 clusters Score -2.188404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21884048.000000 Penalty: 5986.944824
	Iteration 164Q: 3 clusters Score -2.188405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -21884062.000000 Penalty: 5986.944824
	Iteration 165Q: 3 clusters Score -2.188406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21884058.000000 Penalty: 5986.944824
	Iteration 166Q: 3 clusters Score -2.188406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -21884028.000000 Penalty: 5986.944824
	Iteration 167Q: 3 clusters Score -2.188403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21884036.000000 Penalty: 5986.944824
	Iteration 168Q: 3 clusters Score -2.188404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171012 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -21884044.000000 Penalty: 5986.944824
	Iteration 169Q: 3 clusters Score -2.188404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -21884044.000000 Penalty: 5986.944824
	Iteration 170Q: 3 clusters Score -2.188404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -21884044.000000 Penalty: 5986.944824
	Iteration 171Q: 3 clusters Score -2.188404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21884052.000000 Penalty: 5986.944824
	Iteration 172Q: 3 clusters Score -2.188405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -21884060.000000 Penalty: 5986.944824
	Iteration 173Q: 3 clusters Score -2.188406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -21884060.000000 Penalty: 5986.944824
	Iteration 174Q: 3 clusters Score -2.188406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -21884056.000000 Penalty: 5986.944824
	Iteration 175Q: 3 clusters Score -2.188406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -21884056.000000 Penalty: 5986.944824
	Iteration 176F: 3 clusters Score -2.188406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -796596.937500 Penalty: 2184.549805
	Iteration 0F: 2 clusters Score -796596.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -791021.125000 Penalty: 4369.099609
	Iteration 0F: 3 clusters Score -791021.1 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -792461.125000 Penalty: 4369.099609
	Iteration 1F: 3 clusters Score -792461.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -792839.500000 Penalty: 4369.099609
	Iteration 2F: 3 clusters Score -792839.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -793185.312500 Penalty: 4369.099609
	Iteration 3F: 3 clusters Score -793185.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -793510.375000 Penalty: 4369.099609
	Iteration 4F: 3 clusters Score -793510.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -793852.500000 Penalty: 4369.099609
	Iteration 5F: 3 clusters Score -793852.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -794189.687500 Penalty: 4369.099609
	Iteration 6F: 3 clusters Score -794189.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -794482.875000 Penalty: 4369.099609
	Iteration 7F: 3 clusters Score -794482.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -794728.687500 Penalty: 4369.099609
	Iteration 8Q: 3 clusters Score -794728.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -794922.687500 Penalty: 4369.099609
	Iteration 9Q: 3 clusters Score -794922.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -795065.187500 Penalty: 4369.099609
	Iteration 10Q: 3 clusters Score -795065.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -795177.562500 Penalty: 4369.099609
	Iteration 11Q: 3 clusters Score -795177.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -795256.812500 Penalty: 4369.099609
	Iteration 12Q: 3 clusters Score -795256.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -795313.937500 Penalty: 4369.099609
	Iteration 13Q: 3 clusters Score -795313.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -795365.937500 Penalty: 4369.099609
	Iteration 14Q: 3 clusters Score -795365.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -795397.812500 Penalty: 4369.099609
	Iteration 15Q: 3 clusters Score -795397.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -795431.937500 Penalty: 4369.099609
	Iteration 16Q: 3 clusters Score -795431.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -795462.437500 Penalty: 4369.099609
	Iteration 17Q: 3 clusters Score -795462.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -795477.562500 Penalty: 4369.099609
	Iteration 18Q: 3 clusters Score -795477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -795489.937500 Penalty: 4369.099609
	Iteration 19Q: 3 clusters Score -795489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -795498.062500 Penalty: 4369.099609
	Iteration 20F: 3 clusters Score -795498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -795503.750000 Penalty: 4369.099609
	Iteration 21Q: 3 clusters Score -795503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -795504.187500 Penalty: 4369.099609
	Iteration 22Q: 3 clusters Score -795504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -795505.562500 Penalty: 4369.099609
	Iteration 23Q: 3 clusters Score -795505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -795504.687500 Penalty: 4369.099609
	Iteration 24Q: 3 clusters Score -795504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -795504.625000 Penalty: 4369.099609
	Iteration 25Q: 3 clusters Score -795504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -795504.625000 Penalty: 4369.099609
	Iteration 26F: 3 clusters Score -795504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Entering Unmasked Estep 
Score: -2653871.750000 Penalty: 2466.220703
	Iteration 0F: 2 clusters Score -2653872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2639185.000000 Penalty: 4932.441406
	Iteration 0F: 3 clusters Score -2639185 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2644276.750000 Penalty: 4932.441406
	Iteration 1F: 3 clusters Score -2644277 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2644845.750000 Penalty: 4932.441406
	Iteration 2F: 3 clusters Score -2644846 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2645414.000000 Penalty: 4932.441406
	Iteration 3F: 3 clusters Score -2645414 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2645962.750000 Penalty: 4932.441406
	Iteration 4Q: 3 clusters Score -2645963 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2646529.000000 Penalty: 4932.441406
	Iteration 5Q: 3 clusters Score -2646529 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2647079.250000 Penalty: 4932.441406
	Iteration 6Q: 3 clusters Score -2647079 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2647714.250000 Penalty: 4932.441406
	Iteration 7Q: 3 clusters Score -2647714 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2648333.000000 Penalty: 4932.441406
	Iteration 8Q: 3 clusters Score -2648333 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2648898.250000 Penalty: 4932.441406
	Iteration 9Q: 3 clusters Score -2648898 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2649405.750000 Penalty: 4932.441406
	Iteration 10Q: 3 clusters Score -2649406 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2649824.750000 Penalty: 4932.441406
	Iteration 11Q: 3 clusters Score -2649825 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2650168.000000 Penalty: 4932.441406
	Iteration 12Q: 3 clusters Score -2650168 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2650455.500000 Penalty: 4932.441406
	Iteration 13Q: 3 clusters Score -2650456 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2650641.750000 Penalty: 4932.441406
	Iteration 14Q: 3 clusters Score -2650642 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2650782.750000 Penalty: 4932.441406
	Iteration 15Q: 3 clusters Score -2650783 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2650894.500000 Penalty: 4932.441406
	Iteration 16Q: 3 clusters Score -2650894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2651006.500000 Penalty: 4932.441406
	Iteration 17Q: 3 clusters Score -2651006 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2651100.750000 Penalty: 4932.441406
	Iteration 18Q: 3 clusters Score -2651101 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2651194.500000 Penalty: 4932.441406
	Iteration 19Q: 3 clusters Score -2651194 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2651273.250000 Penalty: 4932.441406
	Iteration 20F: 3 clusters Score -2651273 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2651325.250000 Penalty: 4932.441406
	Iteration 21Q: 3 clusters Score -2651325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2651369.000000 Penalty: 4932.441406
	Iteration 22Q: 3 clusters Score -2651369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2651413.000000 Penalty: 4932.441406
	Iteration 23Q: 3 clusters Score -2651413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2651454.750000 Penalty: 4932.441406
	Iteration 24Q: 3 clusters Score -2651455 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2651489.250000 Penalty: 4932.441406
	Iteration 25Q: 3 clusters Score -2651489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2651522.250000 Penalty: 4932.441406
	Iteration 26Q: 3 clusters Score -2651522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2651545.500000 Penalty: 4932.441406
	Iteration 27Q: 3 clusters Score -2651546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2651572.500000 Penalty: 4932.441406
	Iteration 28Q: 3 clusters Score -2651572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2651591.750000 Penalty: 4932.441406
	Iteration 29Q: 3 clusters Score -2651592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2651602.500000 Penalty: 4932.441406
	Iteration 30Q: 3 clusters Score -2651602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2651614.000000 Penalty: 4932.441406
	Iteration 31Q: 3 clusters Score -2651614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2651629.750000 Penalty: 4932.441406
	Iteration 32Q: 3 clusters Score -2651630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2651634.250000 Penalty: 4932.441406
	Iteration 33Q: 3 clusters Score -2651634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2651637.500000 Penalty: 4932.441406
	Iteration 34Q: 3 clusters Score -2651638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2651638.250000 Penalty: 4932.441406
	Iteration 35Q: 3 clusters Score -2651638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2651640.500000 Penalty: 4932.441406
	Iteration 36Q: 3 clusters Score -2651640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2651646.250000 Penalty: 4932.441406
	Iteration 37Q: 3 clusters Score -2651646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2651650.750000 Penalty: 4932.441406
	Iteration 38Q: 3 clusters Score -2651651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2651656.000000 Penalty: 4932.441406
	Iteration 39Q: 3 clusters Score -2651656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2651658.750000 Penalty: 4932.441406
	Iteration 40F: 3 clusters Score -2651659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2651663.250000 Penalty: 4932.441406
	Iteration 41Q: 3 clusters Score -2651663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2651661.750000 Penalty: 4932.441406
	Iteration 42Q: 3 clusters Score -2651662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2651666.000000 Penalty: 4932.441406
	Iteration 43Q: 3 clusters Score -2651666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2651667.500000 Penalty: 4932.441406
	Iteration 44Q: 3 clusters Score -2651668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2651663.500000 Penalty: 4932.441406
	Iteration 45Q: 3 clusters Score -2651664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2651665.750000 Penalty: 4932.441406
	Iteration 46Q: 3 clusters Score -2651666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2651669.000000 Penalty: 4932.441406
	Iteration 47Q: 3 clusters Score -2651669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2651670.250000 Penalty: 4932.441406
	Iteration 48Q: 3 clusters Score -2651670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2651676.750000 Penalty: 4932.441406
	Iteration 49Q: 3 clusters Score -2651677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2651674.500000 Penalty: 4932.441406
	Iteration 50Q: 3 clusters Score -2651674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2651675.750000 Penalty: 4932.441406
	Iteration 51Q: 3 clusters Score -2651676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2651675.750000 Penalty: 4932.441406
	Iteration 52F: 3 clusters Score -2651676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Entering Unmasked Estep 
Score: -8653824.000000 Penalty: 2770.205078
	Iteration 0F: 2 clusters Score -8653824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -8606485.000000 Penalty: 5540.410156
	Iteration 0F: 3 clusters Score -8606485 nChanged 33139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -8624712.000000 Penalty: 5540.410156
	Iteration 1F: 3 clusters Score -8624712 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -8625325.000000 Penalty: 5540.410156
	Iteration 2Q: 3 clusters Score -8625325 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -8625927.000000 Penalty: 5540.410156
	Iteration 3Q: 3 clusters Score -8625927 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8626831.000000 Penalty: 5540.410156
	Iteration 4Q: 3 clusters Score -8626831 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8628061.000000 Penalty: 5540.410156
	Iteration 5Q: 3 clusters Score -8628061 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8630117.000000 Penalty: 5540.410156
	Iteration 6F: 3 clusters Score -8630117 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -8633485.000000 Penalty: 5540.410156
	Iteration 7F: 3 clusters Score -8633485 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -8638622.000000 Penalty: 5540.410156
	Iteration 8F: 3 clusters Score -8638622 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -8644306.000000 Penalty: 5540.410156
	Iteration 9F: 3 clusters Score -8644306 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -8648544.000000 Penalty: 5540.410156
	Iteration 10F: 3 clusters Score -8648544 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -8650491.000000 Penalty: 5540.410156
	Iteration 11Q: 3 clusters Score -8650491 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -8651072.000000 Penalty: 5540.410156
	Iteration 12Q: 3 clusters Score -8651072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -8651220.000000 Penalty: 5540.410156
	Iteration 13Q: 3 clusters Score -8651220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -8651294.000000 Penalty: 5540.410156
	Iteration 14Q: 3 clusters Score -8651294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -8651320.000000 Penalty: 5540.410156
	Iteration 15Q: 3 clusters Score -8651320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -8651330.000000 Penalty: 5540.410156
	Iteration 16Q: 3 clusters Score -8651330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -8651342.000000 Penalty: 5540.410156
	Iteration 17Q: 3 clusters Score -8651342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -8651351.000000 Penalty: 5540.410156
	Iteration 18Q: 3 clusters Score -8651351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -8651367.000000 Penalty: 5540.410156
	Iteration 19Q: 3 clusters Score -8651367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -8651363.000000 Penalty: 5540.410156
	Iteration 20F: 3 clusters Score -8651363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -8651371.000000 Penalty: 5540.410156
	Iteration 21Q: 3 clusters Score -8651371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -8651371.000000 Penalty: 5540.410156
	Iteration 22F: 3 clusters Score -8651371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -448794.468750 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -448794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -445154.343750 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -445154.3 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445987.437500 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -445987.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -446138.875000 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -446138.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -446225.968750 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -446226 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -446282.906250 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -446282.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -446324.312500 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -446324.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -446356.750000 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -446356.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -446382.781250 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -446382.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -446401.500000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -446401.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -446416.562500 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -446416.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -446428.750000 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -446428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -446440.125000 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -446440.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -446449.906250 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -446449.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -446459.406250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -446459.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -446466.031250 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -446466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -446472.093750 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -446472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -446477.031250 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -446477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -446478.843750 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -446478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -446480.000000 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -446480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -446482.406250 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -446482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -446484.718750 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -446484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -446485.625000 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -446485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -446487.781250 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -446487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -446491.468750 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -446491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -446494.093750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -446494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -446496.718750 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -446496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -446497.781250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -446497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -446499.281250 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -446499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -446499.656250 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -446499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -446500.718750 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -446500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -446500.937500 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -446500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -446501.281250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -446501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -446501.281250 Penalty: 4063.652344
	Iteration 32F: 3 clusters Score -446501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -124539.945312 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -124539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122618.148438 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -122618.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122987.960938 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -122988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123153.562500 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -123153.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123266.078125 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -123266.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123360.007812 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -123360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123447.414062 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -123447.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -123537.281250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -123537.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123607.554688 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -123607.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123661.328125 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -123661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123679.132812 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -123679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123689.125000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -123689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -123696.046875 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -123696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -123705.390625 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -123705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123717.750000 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -123717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123724.968750 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -123725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123726.609375 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -123726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123726.609375 Penalty: 3478.009277
	Iteration 16F: 3 clusters Score -123726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17050.222656 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17050.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17216.705078 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17216.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17270.019531 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -17270.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17270.019531 Penalty: 2615.407959
	Iteration 3F: 3 clusters Score -17270.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156241 members 
Entering Unmasked Estep 
Score: -19682368.000000 Penalty: 2965.870361
	Iteration 0F: 2 clusters Score -1.968237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -19579944.000000 Penalty: 5931.740723
	Iteration 0F: 3 clusters Score -1.957994e+07 nChanged 75006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -19624052.000000 Penalty: 5931.740723
	Iteration 1F: 3 clusters Score -1.962405e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -19625950.000000 Penalty: 5931.740723
	Iteration 2Q: 3 clusters Score -1.962595e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -19628720.000000 Penalty: 5931.740723
	Iteration 3Q: 3 clusters Score -1.962872e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -19633202.000000 Penalty: 5931.740723
	Iteration 4F: 3 clusters Score -1.96332e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 112190 members 
Entering Unmasked Estep 
Score: -19640998.000000 Penalty: 5931.740723
	Iteration 5F: 3 clusters Score -1.9641e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 125017 members 
Entering Unmasked Estep 
Score: -19652076.000000 Penalty: 5931.740723
	Iteration 6F: 3 clusters Score -1.965208e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 137870 members 
Entering Unmasked Estep 
Score: -19664540.000000 Penalty: 5931.740723
	Iteration 7F: 3 clusters Score -1.966454e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -19673606.000000 Penalty: 5931.740723
	Iteration 8F: 3 clusters Score -1.967361e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 152679 members 
Entering Unmasked Estep 
Score: -19677642.000000 Penalty: 5931.740723
	Iteration 9Q: 3 clusters Score -1.967764e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -19679066.000000 Penalty: 5931.740723
	Iteration 10Q: 3 clusters Score -1.967907e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -19679550.000000 Penalty: 5931.740723
	Iteration 11Q: 3 clusters Score -1.967955e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -19679710.000000 Penalty: 5931.740723
	Iteration 12Q: 3 clusters Score -1.967971e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -19679746.000000 Penalty: 5931.740723
	Iteration 13Q: 3 clusters Score -1.967975e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 155848 members 
Entering Unmasked Estep 
Score: -19679806.000000 Penalty: 5931.740723
	Iteration 14Q: 3 clusters Score -1.967981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -19679824.000000 Penalty: 5931.740723
	Iteration 15Q: 3 clusters Score -1.967982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -19679842.000000 Penalty: 5931.740723
	Iteration 16Q: 3 clusters Score -1.967984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -19679866.000000 Penalty: 5931.740723
	Iteration 17Q: 3 clusters Score -1.967987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155905 members 
Entering Unmasked Estep 
Score: -19679902.000000 Penalty: 5931.740723
	Iteration 18Q: 3 clusters Score -1.96799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -19679896.000000 Penalty: 5931.740723
	Iteration 19Q: 3 clusters Score -1.96799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -19679904.000000 Penalty: 5931.740723
	Iteration 20F: 3 clusters Score -1.96799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 155910 members 
Entering Unmasked Estep 
Score: -19679890.000000 Penalty: 5931.740723
	Iteration 21Q: 3 clusters Score -1.967989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -19679910.000000 Penalty: 5931.740723
	Iteration 22Q: 3 clusters Score -1.967991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -19679918.000000 Penalty: 5931.740723
	Iteration 23Q: 3 clusters Score -1.967992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -19679924.000000 Penalty: 5931.740723
	Iteration 24Q: 3 clusters Score -1.967992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -19679920.000000 Penalty: 5931.740723
	Iteration 25Q: 3 clusters Score -1.967992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -19679918.000000 Penalty: 5931.740723
	Iteration 26Q: 3 clusters Score -1.967992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -19679934.000000 Penalty: 5931.740723
	Iteration 27Q: 3 clusters Score -1.967993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -19679938.000000 Penalty: 5931.740723
	Iteration 28Q: 3 clusters Score -1.967994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -19679930.000000 Penalty: 5931.740723
	Iteration 29Q: 3 clusters Score -1.967993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -19679930.000000 Penalty: 5931.740723
	Iteration 30F: 3 clusters Score -1.967993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -84391.460938 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -84391.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82737.382812 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -82737.38 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83370.328125 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -83370.33 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83981.328125 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -83981.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84347.757812 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -84347.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84558.945312 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -84558.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84698.359375 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -84698.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84731.632812 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -84731.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84794.429688 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -84794.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84881.851562 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -84881.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84943.148438 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -84943.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84991.687500 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -84991.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85019.945312 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -85019.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85058.984375 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -85058.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85074.164062 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -85074.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85076.617188 Penalty: 3333.827148
	Iteration 14F: 3 clusters Score -85076.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85204.656250 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -85204.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85472.718750 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -85472.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85535.289062 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -85535.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85535.289062 Penalty: 3333.827148
	Iteration 18F: 3 clusters Score -85535.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 70982 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156241 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17942 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195309 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46275 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 349 members 
Mstep: Class 22 contains 156752 members 
Entering Unmasked Estep 
Score: -105750328.000000 Penalty: 74535.210938
Splitting cluster 9 changes total score from -105750888.000000 to -105750328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 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 264 members 
Entering Unmasked Estep 
Score: -65590.507812 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65590.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65759.843750 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65759.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65831.195312 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -65831.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65860.773438 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65860.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65876.007812 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65876.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65877.976562 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65877.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65883.828125 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65883.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65883.828125 Penalty: 3127.006592
	Iteration 7F: 3 clusters Score -65883.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Entering Unmasked Estep 
Score: -2285358.000000 Penalty: 2429.135254
	Iteration 0F: 2 clusters Score -2285358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2272711.750000 Penalty: 4858.270508
	Iteration 0F: 3 clusters Score -2272712 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2276877.250000 Penalty: 4858.270508
	Iteration 1F: 3 clusters Score -2276877 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2277276.250000 Penalty: 4858.270508
	Iteration 2F: 3 clusters Score -2277276 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2277618.500000 Penalty: 4858.270508
	Iteration 3Q: 3 clusters Score -2277618 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2277977.000000 Penalty: 4858.270508
	Iteration 4Q: 3 clusters Score -2277977 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2278441.500000 Penalty: 4858.270508
	Iteration 5Q: 3 clusters Score -2278442 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2278992.250000 Penalty: 4858.270508
	Iteration 6Q: 3 clusters Score -2278992 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2279644.750000 Penalty: 4858.270508
	Iteration 7F: 3 clusters Score -2279645 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2280323.000000 Penalty: 4858.270508
	Iteration 8F: 3 clusters Score -2280323 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2281025.500000 Penalty: 4858.270508
	Iteration 9F: 3 clusters Score -2281026 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2281698.250000 Penalty: 4858.270508
	Iteration 10F: 3 clusters Score -2281698 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2282252.000000 Penalty: 4858.270508
	Iteration 11Q: 3 clusters Score -2282252 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2282680.250000 Penalty: 4858.270508
	Iteration 12Q: 3 clusters Score -2282680 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2283018.250000 Penalty: 4858.270508
	Iteration 13Q: 3 clusters Score -2283018 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2283262.750000 Penalty: 4858.270508
	Iteration 14Q: 3 clusters Score -2283263 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2283437.250000 Penalty: 4858.270508
	Iteration 15Q: 3 clusters Score -2283437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2283562.250000 Penalty: 4858.270508
	Iteration 16Q: 3 clusters Score -2283562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2283651.000000 Penalty: 4858.270508
	Iteration 17Q: 3 clusters Score -2283651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2283699.500000 Penalty: 4858.270508
	Iteration 18Q: 3 clusters Score -2283700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2283744.500000 Penalty: 4858.270508
	Iteration 19Q: 3 clusters Score -2283744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2283789.250000 Penalty: 4858.270508
	Iteration 20F: 3 clusters Score -2283789 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2283825.750000 Penalty: 4858.270508
	Iteration 21Q: 3 clusters Score -2283826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2283859.750000 Penalty: 4858.270508
	Iteration 22Q: 3 clusters Score -2283860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2283885.000000 Penalty: 4858.270508
	Iteration 23Q: 3 clusters Score -2283885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2283904.250000 Penalty: 4858.270508
	Iteration 24Q: 3 clusters Score -2283904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2283924.250000 Penalty: 4858.270508
	Iteration 25Q: 3 clusters Score -2283924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2283940.000000 Penalty: 4858.270508
	Iteration 26Q: 3 clusters Score -2283940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2283953.500000 Penalty: 4858.270508
	Iteration 27Q: 3 clusters Score -2283954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2283960.250000 Penalty: 4858.270508
	Iteration 28Q: 3 clusters Score -2283960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2283976.500000 Penalty: 4858.270508
	Iteration 29Q: 3 clusters Score -2283976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2283987.250000 Penalty: 4858.270508
	Iteration 30Q: 3 clusters Score -2283987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2283997.000000 Penalty: 4858.270508
	Iteration 31Q: 3 clusters Score -2283997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2284016.250000 Penalty: 4858.270508
	Iteration 32Q: 3 clusters Score -2284016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2284024.750000 Penalty: 4858.270508
	Iteration 33Q: 3 clusters Score -2284025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2284034.250000 Penalty: 4858.270508
	Iteration 34Q: 3 clusters Score -2284034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2284044.000000 Penalty: 4858.270508
	Iteration 35Q: 3 clusters Score -2284044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2284050.000000 Penalty: 4858.270508
	Iteration 36Q: 3 clusters Score -2284050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2284060.000000 Penalty: 4858.270508
	Iteration 37Q: 3 clusters Score -2284060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2284064.000000 Penalty: 4858.270508
	Iteration 38Q: 3 clusters Score -2284064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2284067.750000 Penalty: 4858.270508
	Iteration 39Q: 3 clusters Score -2284068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2284071.250000 Penalty: 4858.270508
	Iteration 40F: 3 clusters Score -2284071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2284075.000000 Penalty: 4858.270508
	Iteration 41Q: 3 clusters Score -2284075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2284080.250000 Penalty: 4858.270508
	Iteration 42Q: 3 clusters Score -2284080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2284082.250000 Penalty: 4858.270508
	Iteration 43Q: 3 clusters Score -2284082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2284087.500000 Penalty: 4858.270508
	Iteration 44Q: 3 clusters Score -2284088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2284094.000000 Penalty: 4858.270508
	Iteration 45Q: 3 clusters Score -2284094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2284095.500000 Penalty: 4858.270508
	Iteration 46Q: 3 clusters Score -2284096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2284105.000000 Penalty: 4858.270508
	Iteration 47Q: 3 clusters Score -2284105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2284108.500000 Penalty: 4858.270508
	Iteration 48Q: 3 clusters Score -2284108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2284109.500000 Penalty: 4858.270508
	Iteration 49Q: 3 clusters Score -2284110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2284112.500000 Penalty: 4858.270508
	Iteration 50Q: 3 clusters Score -2284112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2284110.500000 Penalty: 4858.270508
	Iteration 51Q: 3 clusters Score -2284110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2284112.500000 Penalty: 4858.270508
	Iteration 52Q: 3 clusters Score -2284112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2284112.750000 Penalty: 4858.270508
	Iteration 53Q: 3 clusters Score -2284113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2284112.750000 Penalty: 4858.270508
	Iteration 54F: 3 clusters Score -2284113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71514.390625 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71514.39 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71732.046875 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71732.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71801.367188 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -71801.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71828.265625 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71828.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71846.046875 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71846.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71857.796875 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71863.437500 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71863.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71885.796875 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -71885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71896.484375 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -71896.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71901.429688 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -71901.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71903.875000 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -71903.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71907.656250 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -71907.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71907.656250 Penalty: 3177.812500
	Iteration 12F: 3 clusters Score -71907.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66307.429688 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66307.43 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66548.828125 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66548.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66647.257812 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66647.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66697.820312 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66697.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66776.164062 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -66776.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66865.492188 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -66865.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66925.921875 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -66925.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66969.828125 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -66969.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67020.281250 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -67020.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67072.343750 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -67072.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67148.554688 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -67148.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67227.320312 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -67227.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67298.421875 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -67298.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67344.007812 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -67344.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67403.265625 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -67403.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67464.710938 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -67464.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67489.421875 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -67489.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67554.585938 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -67554.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67592.914062 Penalty: 3181.075684
	Iteration 18Q: 3 clusters Score -67592.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67595.132812 Penalty: 3181.075684
	Iteration 19Q: 3 clusters Score -67595.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67595.132812 Penalty: 3181.075684
	Iteration 20F: 3 clusters Score -67595.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 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 381 members 
Entering Unmasked Estep 
Score: -77741.937500 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77741.94 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78040.460938 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -78040.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78244.750000 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78244.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78391.765625 Penalty: 3258.462646
	Iteration 3F: 3 clusters Score -78391.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78549.398438 Penalty: 3258.462646
	Iteration 4F: 3 clusters Score -78549.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78706.523438 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78706.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78873.203125 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79108.070312 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -79108.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79212.656250 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -79212.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79266.593750 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -79266.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79357.726562 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -79357.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79429.140625 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -79429.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79464.109375 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -79464.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79506.242188 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -79506.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79513.671875 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -79513.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79516.023438 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -79516.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79521.671875 Penalty: 3258.462646
	Iteration 16Q: 3 clusters Score -79521.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79527.429688 Penalty: 3258.462646
	Iteration 17Q: 3 clusters Score -79527.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79540.695312 Penalty: 3258.462646
	Iteration 18Q: 3 clusters Score -79540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79543.585938 Penalty: 3258.462646
	Iteration 19Q: 3 clusters Score -79543.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79543.585938 Penalty: 3258.462646
	Iteration 20F: 3 clusters Score -79543.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 70982 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156241 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17942 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 195309 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46275 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 156752 members 
Entering Unmasked Estep 
Score: -105749352.000000 Penalty: 74535.210938
Splitting cluster 14 changes total score from -105750888.000000 to -105749352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (195309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195309 members 
Entering Unmasked Estep 
Score: -24523692.000000 Penalty: 3021.219727
	Iteration 0F: 2 clusters Score -2.452369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -24403344.000000 Penalty: 6042.439453
	Iteration 0F: 3 clusters Score -2.440334e+07 nChanged 93897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -24457844.000000 Penalty: 6042.439453
	Iteration 1F: 3 clusters Score -2.445784e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -24458698.000000 Penalty: 6042.439453
	Iteration 2Q: 3 clusters Score -2.44587e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 112231 members 
Entering Unmasked Estep 
Score: -24460388.000000 Penalty: 6042.439453
	Iteration 3Q: 3 clusters Score -2.446039e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -24463576.000000 Penalty: 6042.439453
	Iteration 4Q: 3 clusters Score -2.446358e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 131769 members 
Entering Unmasked Estep 
Score: -24469996.000000 Penalty: 6042.439453
	Iteration 5F: 3 clusters Score -2.447e+07 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 148093 members 
Entering Unmasked Estep 
Score: -24482524.000000 Penalty: 6042.439453
	Iteration 6F: 3 clusters Score -2.448252e+07 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 167423 members 
Entering Unmasked Estep 
Score: -24499174.000000 Penalty: 6042.439453
	Iteration 7F: 3 clusters Score -2.449917e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 183921 members 
Entering Unmasked Estep 
Score: -24512482.000000 Penalty: 6042.439453
	Iteration 8F: 3 clusters Score -2.451248e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 192100 members 
Entering Unmasked Estep 
Score: -24518540.000000 Penalty: 6042.439453
	Iteration 9Q: 3 clusters Score -2.451854e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 194543 members 
Entering Unmasked Estep 
Score: -24520296.000000 Penalty: 6042.439453
	Iteration 10Q: 3 clusters Score -2.45203e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -24520722.000000 Penalty: 6042.439453
	Iteration 11Q: 3 clusters Score -2.452072e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195108 members 
Entering Unmasked Estep 
Score: -24520868.000000 Penalty: 6042.439453
	Iteration 12Q: 3 clusters Score -2.452087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195132 members 
Entering Unmasked Estep 
Score: -24520958.000000 Penalty: 6042.439453
	Iteration 13Q: 3 clusters Score -2.452096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195139 members 
Entering Unmasked Estep 
Score: -24520972.000000 Penalty: 6042.439453
	Iteration 14Q: 3 clusters Score -2.452097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 195140 members 
Entering Unmasked Estep 
Score: -24520982.000000 Penalty: 6042.439453
	Iteration 15Q: 3 clusters Score -2.452098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195142 members 
Entering Unmasked Estep 
Score: -24521002.000000 Penalty: 6042.439453
	Iteration 16Q: 3 clusters Score -2.4521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195142 members 
Entering Unmasked Estep 
Score: -24521018.000000 Penalty: 6042.439453
	Iteration 17Q: 3 clusters Score -2.452102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195147 members 
Entering Unmasked Estep 
Score: -24521026.000000 Penalty: 6042.439453
	Iteration 18Q: 3 clusters Score -2.452103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195150 members 
Entering Unmasked Estep 
Score: -24521038.000000 Penalty: 6042.439453
	Iteration 19Q: 3 clusters Score -2.452104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 195151 members 
Entering Unmasked Estep 
Score: -24521044.000000 Penalty: 6042.439453
	Iteration 20F: 3 clusters Score -2.452104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195150 members 
Entering Unmasked Estep 
Score: -24521044.000000 Penalty: 6042.439453
	Iteration 21Q: 3 clusters Score -2.452104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195150 members 
Entering Unmasked Estep 
Score: -24521044.000000 Penalty: 6042.439453
	Iteration 22F: 3 clusters Score -2.452104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -191179.500000 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -191179.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -188848.234375 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -188848.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189184.312500 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -189184.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189267.343750 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -189267.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -189300.281250 Penalty: 3643.621094
	Iteration 3Q: 3 clusters Score -189300.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189334.562500 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -189334.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -189362.093750 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -189362.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -189386.250000 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -189386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -189409.656250 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -189409.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189418.156250 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -189418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189426.750000 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -189426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -189435.625000 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -189435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -189444.109375 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -189444.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189450.812500 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -189450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189457.750000 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -189457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189464.109375 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -189464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189465.156250 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -189465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189466.687500 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -189466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189467.312500 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -189467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189467.312500 Penalty: 3643.621094
	Iteration 18F: 3 clusters Score -189467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Entering Unmasked Estep 
Score: -5801469.500000 Penalty: 2664.104492
	Iteration 0F: 2 clusters Score -5801470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -5770158.500000 Penalty: 5328.208984
	Iteration 0F: 3 clusters Score -5770158 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -5781891.000000 Penalty: 5328.208984
	Iteration 1F: 3 clusters Score -5781891 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5782428.000000 Penalty: 5328.208984
	Iteration 2Q: 3 clusters Score -5782428 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5782959.500000 Penalty: 5328.208984
	Iteration 3Q: 3 clusters Score -5782960 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5783689.500000 Penalty: 5328.208984
	Iteration 4Q: 3 clusters Score -5783690 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5784880.500000 Penalty: 5328.208984
	Iteration 5F: 3 clusters Score -5784880 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5786776.500000 Penalty: 5328.208984
	Iteration 6F: 3 clusters Score -5786776 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -5789648.000000 Penalty: 5328.208984
	Iteration 7F: 3 clusters Score -5789648 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5793123.000000 Penalty: 5328.208984
	Iteration 8F: 3 clusters Score -5793123 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5796032.000000 Penalty: 5328.208984
	Iteration 9F: 3 clusters Score -5796032 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5797800.000000 Penalty: 5328.208984
	Iteration 10Q: 3 clusters Score -5797800 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5798513.500000 Penalty: 5328.208984
	Iteration 11Q: 3 clusters Score -5798514 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5798790.000000 Penalty: 5328.208984
	Iteration 12Q: 3 clusters Score -5798790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5798899.500000 Penalty: 5328.208984
	Iteration 13Q: 3 clusters Score -5798900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5798966.500000 Penalty: 5328.208984
	Iteration 14Q: 3 clusters Score -5798966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5799012.000000 Penalty: 5328.208984
	Iteration 15Q: 3 clusters Score -5799012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5799036.000000 Penalty: 5328.208984
	Iteration 16Q: 3 clusters Score -5799036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5799045.000000 Penalty: 5328.208984
	Iteration 17Q: 3 clusters Score -5799045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5799062.500000 Penalty: 5328.208984
	Iteration 18Q: 3 clusters Score -5799062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5799067.000000 Penalty: 5328.208984
	Iteration 19Q: 3 clusters Score -5799067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5799069.500000 Penalty: 5328.208984
	Iteration 20F: 3 clusters Score -5799070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5799080.500000 Penalty: 5328.208984
	Iteration 21Q: 3 clusters Score -5799080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5799086.000000 Penalty: 5328.208984
	Iteration 22Q: 3 clusters Score -5799086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5799090.000000 Penalty: 5328.208984
	Iteration 23Q: 3 clusters Score -5799090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5799093.500000 Penalty: 5328.208984
	Iteration 24Q: 3 clusters Score -5799094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5799109.000000 Penalty: 5328.208984
	Iteration 25Q: 3 clusters Score -5799109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5799122.500000 Penalty: 5328.208984
	Iteration 26Q: 3 clusters Score -5799122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5799121.500000 Penalty: 5328.208984
	Iteration 27Q: 3 clusters Score -5799122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5799131.500000 Penalty: 5328.208984
	Iteration 28Q: 3 clusters Score -5799132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5799142.000000 Penalty: 5328.208984
	Iteration 29Q: 3 clusters Score -5799142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5799142.500000 Penalty: 5328.208984
	Iteration 30Q: 3 clusters Score -5799142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5799147.000000 Penalty: 5328.208984
	Iteration 31Q: 3 clusters Score -5799147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5799147.000000 Penalty: 5328.208984
	Iteration 32F: 3 clusters Score -5799147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -100650.453125 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -100650.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98829.507812 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -98829.51 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99080.609375 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -99080.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99142.578125 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -99142.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99185.968750 Penalty: 3336.806152
	Iteration 3Q: 3 clusters Score -99185.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99212.335938 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -99212.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99227.945312 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -99227.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99245.492188 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -99245.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99254.179688 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -99254.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99262.671875 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -99262.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99269.156250 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -99269.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99273.546875 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -99273.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99278.312500 Penalty: 3336.806152
	Iteration 11Q: 3 clusters Score -99278.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99281.453125 Penalty: 3336.806152
	Iteration 12Q: 3 clusters Score -99281.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99281.453125 Penalty: 3336.806152
	Iteration 13F: 3 clusters Score -99281.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -40348.890625 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -40348.89 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 183 members 
Entering Unmasked Estep 
Score: -39053.171875 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -39053.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39147.675781 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -39147.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39182.996094 Penalty: 2915.356934
	Iteration 2Q: 3 clusters Score -39183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39191.414062 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -39191.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39197.292969 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -39197.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39203.289062 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -39203.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39203.289062 Penalty: 2915.356934
	Iteration 6F: 3 clusters Score -39203.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32428.712891 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32428.71 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 154 members 
Entering Unmasked Estep 
Score: -31206.751953 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31206.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31323.568359 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31323.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31376.605469 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -31376.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31410.111328 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31410.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31426.314453 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31426.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31436.035156 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31436.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31438.181641 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31438.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31438.181641 Penalty: 2848.529785
	Iteration 7F: 3 clusters Score -31438.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Entering Unmasked Estep 
Score: -19815790.000000 Penalty: 2966.680176
	Iteration 0F: 2 clusters Score -1.981579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -19713966.000000 Penalty: 5933.360352
	Iteration 0F: 3 clusters Score -1.971397e+07 nChanged 75229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -19758400.000000 Penalty: 5933.360352
	Iteration 1F: 3 clusters Score -1.97584e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -19760868.000000 Penalty: 5933.360352
	Iteration 2Q: 3 clusters Score -1.976087e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -19765182.000000 Penalty: 5933.360352
	Iteration 3F: 3 clusters Score -1.976518e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -19772860.000000 Penalty: 5933.360352
	Iteration 4F: 3 clusters Score -1.977286e+07 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122511 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -19784398.000000 Penalty: 5933.360352
	Iteration 5F: 3 clusters Score -1.97844e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135016 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -19797138.000000 Penalty: 5933.360352
	Iteration 6F: 3 clusters Score -1.979714e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -19806148.000000 Penalty: 5933.360352
	Iteration 7F: 3 clusters Score -1.980615e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149013 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -19810666.000000 Penalty: 5933.360352
	Iteration 8Q: 3 clusters Score -1.981067e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -19812476.000000 Penalty: 5933.360352
	Iteration 9Q: 3 clusters Score -1.981248e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -19813264.000000 Penalty: 5933.360352
	Iteration 10Q: 3 clusters Score -1.981326e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153696 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -19813600.000000 Penalty: 5933.360352
	Iteration 11Q: 3 clusters Score -1.98136e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19813758.000000 Penalty: 5933.360352
	Iteration 12Q: 3 clusters Score -1.981376e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19813846.000000 Penalty: 5933.360352
	Iteration 13Q: 3 clusters Score -1.981385e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154643 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19813910.000000 Penalty: 5933.360352
	Iteration 14Q: 3 clusters Score -1.981391e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -19813982.000000 Penalty: 5933.360352
	Iteration 15Q: 3 clusters Score -1.981398e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19814018.000000 Penalty: 5933.360352
	Iteration 16Q: 3 clusters Score -1.981402e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19814024.000000 Penalty: 5933.360352
	Iteration 17Q: 3 clusters Score -1.981402e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19814016.000000 Penalty: 5933.360352
	Iteration 18Q: 3 clusters Score -1.981402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -19813974.000000 Penalty: 5933.360352
	Iteration 19Q: 3 clusters Score -1.981397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19813946.000000 Penalty: 5933.360352
	Iteration 20F: 3 clusters Score -1.981395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155265 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -19813958.000000 Penalty: 5933.360352
	Iteration 21Q: 3 clusters Score -1.981396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19813966.000000 Penalty: 5933.360352
	Iteration 22Q: 3 clusters Score -1.981397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19813964.000000 Penalty: 5933.360352
	Iteration 23Q: 3 clusters Score -1.981396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19813968.000000 Penalty: 5933.360352
	Iteration 24Q: 3 clusters Score -1.981397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -19813950.000000 Penalty: 5933.360352
	Iteration 25Q: 3 clusters Score -1.981395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19813942.000000 Penalty: 5933.360352
	Iteration 26Q: 3 clusters Score -1.981394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19813974.000000 Penalty: 5933.360352
	Iteration 27Q: 3 clusters Score -1.981397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19813970.000000 Penalty: 5933.360352
	Iteration 28Q: 3 clusters Score -1.981397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19813962.000000 Penalty: 5933.360352
	Iteration 29Q: 3 clusters Score -1.981396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19813970.000000 Penalty: 5933.360352
	Iteration 30Q: 3 clusters Score -1.981397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19813954.000000 Penalty: 5933.360352
	Iteration 31Q: 3 clusters Score -1.981395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155332 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19813962.000000 Penalty: 5933.360352
	Iteration 32Q: 3 clusters Score -1.981396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19813970.000000 Penalty: 5933.360352
	Iteration 33Q: 3 clusters Score -1.981397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19813966.000000 Penalty: 5933.360352
	Iteration 34Q: 3 clusters Score -1.981397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19813976.000000 Penalty: 5933.360352
	Iteration 35Q: 3 clusters Score -1.981398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19813968.000000 Penalty: 5933.360352
	Iteration 36Q: 3 clusters Score -1.981397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19813968.000000 Penalty: 5933.360352
	Iteration 37F: 3 clusters Score -1.981397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 70982 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156241 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17942 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195309 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46275 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750920.000000 Penalty: 71147.250000
Iteration 359Q: 22 clusters Score -1.057509e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174630 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20830 members 
Mstep: Class 4 contains 70974 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156225 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17936 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195315 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46319 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750984.000000 Penalty: 71147.250000
Iteration 360F: 22 clusters Score -1.05751e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174638 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20821 members 
Mstep: Class 4 contains 70966 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156200 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17933 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195323 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46355 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750856.000000 Penalty: 71147.250000
Iteration 361Q: 22 clusters Score -1.057509e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174633 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 70952 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156179 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17926 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195344 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46388 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750824.000000 Penalty: 71147.250000
Iteration 362Q: 22 clusters Score -1.057508e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174632 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 70946 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156171 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17923 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195346 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46424 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750832.000000 Penalty: 71147.250000
Iteration 363Q: 22 clusters Score -1.057508e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174634 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 70941 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156153 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17919 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195341 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46464 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750744.000000 Penalty: 71147.250000
Iteration 364Q: 22 clusters Score -1.057507e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20788 members 
Mstep: Class 4 contains 70933 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156153 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17912 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195331 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46510 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750816.000000 Penalty: 71147.250000
Iteration 365Q: 22 clusters Score -1.057508e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 20786 members 
Mstep: Class 4 contains 70925 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156141 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17907 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195325 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46555 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750704.000000 Penalty: 71147.250000
Iteration 366Q: 22 clusters Score -1.057507e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 6683 members 
Mstep: Class 3 contains 20785 members 
Mstep: Class 4 contains 70929 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156130 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17904 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195329 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46583 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750728.000000 Penalty: 71147.250000
Iteration 367Q: 22 clusters Score -1.057507e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 20783 members 
Mstep: Class 4 contains 70924 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156116 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17899 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195339 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46611 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750656.000000 Penalty: 71147.250000
Iteration 368Q: 22 clusters Score -1.057507e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174600 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 20782 members 
Mstep: Class 4 contains 70920 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156107 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17896 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195350 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46639 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750632.000000 Penalty: 71147.250000
Iteration 369Q: 22 clusters Score -1.057506e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174578 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 20780 members 
Mstep: Class 4 contains 70916 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156103 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195357 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46675 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750688.000000 Penalty: 71147.250000
Iteration 370Q: 22 clusters Score -1.057507e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174553 members 
Mstep: Class 2 contains 6663 members 
Mstep: Class 3 contains 20777 members 
Mstep: Class 4 contains 70913 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156102 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195367 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46704 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750616.000000 Penalty: 71147.250000
Iteration 371Q: 22 clusters Score -1.057506e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174527 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 20776 members 
Mstep: Class 4 contains 70903 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156096 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17884 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195380 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46734 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750648.000000 Penalty: 71147.250000
Iteration 372Q: 22 clusters Score -1.057506e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 20774 members 
Mstep: Class 4 contains 70890 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156094 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17881 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195378 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46768 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750656.000000 Penalty: 71147.250000
Iteration 373Q: 22 clusters Score -1.057507e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174498 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 20769 members 
Mstep: Class 4 contains 70883 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156094 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17881 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195366 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46803 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750592.000000 Penalty: 71147.250000
Iteration 374Q: 22 clusters Score -1.057506e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 6653 members 
Mstep: Class 3 contains 20761 members 
Mstep: Class 4 contains 70875 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156082 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17878 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195375 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46837 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750696.000000 Penalty: 71147.250000
Iteration 375Q: 22 clusters Score -1.057507e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174462 members 
Mstep: Class 2 contains 6651 members 
Mstep: Class 3 contains 20756 members 
Mstep: Class 4 contains 70864 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156076 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195375 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46873 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750704.000000 Penalty: 71147.250000
Iteration 376Q: 22 clusters Score -1.057507e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174452 members 
Mstep: Class 2 contains 6650 members 
Mstep: Class 3 contains 20751 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156079 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17874 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195369 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46911 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750776.000000 Penalty: 71147.250000
Iteration 377Q: 22 clusters Score -1.057508e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174449 members 
Mstep: Class 2 contains 6649 members 
Mstep: Class 3 contains 20747 members 
Mstep: Class 4 contains 70836 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156076 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17871 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195378 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750832.000000 Penalty: 71147.250000
Iteration 378Q: 22 clusters Score -1.057508e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174446 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 20745 members 
Mstep: Class 4 contains 70822 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156067 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17865 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195377 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46973 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750896.000000 Penalty: 71147.250000
Iteration 379Q: 22 clusters Score -1.057509e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174439 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 20742 members 
Mstep: Class 4 contains 70819 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156064 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17862 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195352 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47017 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750912.000000 Penalty: 71147.250000
Iteration 380F: 22 clusters Score -1.057509e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174433 members 
Mstep: Class 2 contains 6640 members 
Mstep: Class 3 contains 20740 members 
Mstep: Class 4 contains 70811 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156048 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195346 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47063 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750904.000000 Penalty: 71147.250000
Iteration 381Q: 22 clusters Score -1.057509e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174411 members 
Mstep: Class 2 contains 6637 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 70803 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156043 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195344 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47104 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751024.000000 Penalty: 71147.250000
Iteration 382Q: 22 clusters Score -1.05751e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174389 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 20736 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156037 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195348 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47135 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750984.000000 Penalty: 71147.250000
Iteration 383Q: 22 clusters Score -1.05751e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174362 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 20734 members 
Mstep: Class 4 contains 70799 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156032 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195347 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47164 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751032.000000 Penalty: 71147.250000
Iteration 384Q: 22 clusters Score -1.05751e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174339 members 
Mstep: Class 2 contains 6631 members 
Mstep: Class 3 contains 20733 members 
Mstep: Class 4 contains 70793 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156028 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195339 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47198 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751080.000000 Penalty: 71147.250000
Iteration 385Q: 22 clusters Score -1.057511e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 6630 members 
Mstep: Class 3 contains 20730 members 
Mstep: Class 4 contains 70785 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156019 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195318 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47243 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751032.000000 Penalty: 71147.250000
Iteration 386Q: 22 clusters Score -1.05751e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 70774 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156006 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195302 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47289 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751096.000000 Penalty: 71147.250000
Iteration 387Q: 22 clusters Score -1.057511e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 70768 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155996 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195299 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47315 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751016.000000 Penalty: 71147.250000
Iteration 388Q: 22 clusters Score -1.05751e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174310 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20718 members 
Mstep: Class 4 contains 70765 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155993 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195300 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47336 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751008.000000 Penalty: 71147.250000
Iteration 389Q: 22 clusters Score -1.05751e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 70761 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155996 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17857 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195288 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47368 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750968.000000 Penalty: 71147.250000
Iteration 390Q: 22 clusters Score -1.05751e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174286 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 70759 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156001 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17855 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195263 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47396 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750936.000000 Penalty: 71147.250000
Iteration 391Q: 22 clusters Score -1.057509e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174271 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 70761 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156001 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195240 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47425 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750944.000000 Penalty: 71147.250000
Iteration 392Q: 22 clusters Score -1.057509e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 70758 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155999 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195219 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47453 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750944.000000 Penalty: 71147.250000
Iteration 393Q: 22 clusters Score -1.057509e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174253 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 70753 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156002 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195217 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47479 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750912.000000 Penalty: 71147.250000
Iteration 394Q: 22 clusters Score -1.057509e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 70755 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155999 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195214 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47493 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750976.000000 Penalty: 71147.250000
Iteration 395Q: 22 clusters Score -1.05751e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174235 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 70750 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155993 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195213 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47510 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750912.000000 Penalty: 71147.250000
Iteration 396Q: 22 clusters Score -1.057509e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174225 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 70750 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155999 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195210 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47525 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750920.000000 Penalty: 71147.250000
Iteration 397Q: 22 clusters Score -1.057509e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174228 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20699 members 
Mstep: Class 4 contains 70751 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155998 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195208 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47538 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750944.000000 Penalty: 71147.250000
Iteration 398Q: 22 clusters Score -1.057509e+08 nChanged 65
Entering ConstructFrom: 
Score: -105750944.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (174231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174231 members 
Entering Unmasked Estep 
Score: -21833794.000000 Penalty: 2992.897949
	Iteration 0F: 2 clusters Score -2.183379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -21720308.000000 Penalty: 5985.795898
	Iteration 0F: 3 clusters Score -2.172031e+07 nChanged 83650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -21768942.000000 Penalty: 5985.795898
	Iteration 1F: 3 clusters Score -2.176894e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -21769820.000000 Penalty: 5985.795898
	Iteration 2Q: 3 clusters Score -2.176982e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -21771046.000000 Penalty: 5985.795898
	Iteration 3Q: 3 clusters Score -2.177105e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -21772958.000000 Penalty: 5985.795898
	Iteration 4Q: 3 clusters Score -2.177296e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -21776178.000000 Penalty: 5985.795898
	Iteration 5Q: 3 clusters Score -2.177618e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 112044 members 
Entering Unmasked Estep 
Score: -21781606.000000 Penalty: 5985.795898
	Iteration 6F: 3 clusters Score -2.178161e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 123631 members 
Entering Unmasked Estep 
Score: -21790404.000000 Penalty: 5985.795898
	Iteration 7F: 3 clusters Score -2.17904e+07 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -21802650.000000 Penalty: 5985.795898
	Iteration 8F: 3 clusters Score -2.180265e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -21815002.000000 Penalty: 5985.795898
	Iteration 9F: 3 clusters Score -2.1815e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 158340 members 
Entering Unmasked Estep 
Score: -21823390.000000 Penalty: 5985.795898
	Iteration 10F: 3 clusters Score -2.182339e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -21828020.000000 Penalty: 5985.795898
	Iteration 11Q: 3 clusters Score -2.182802e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -21830026.000000 Penalty: 5985.795898
	Iteration 12Q: 3 clusters Score -2.183003e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 166952 members 
Entering Unmasked Estep 
Score: -21830924.000000 Penalty: 5985.795898
	Iteration 13Q: 3 clusters Score -2.183092e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -21831468.000000 Penalty: 5985.795898
	Iteration 14Q: 3 clusters Score -2.183147e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -21831762.000000 Penalty: 5985.795898
	Iteration 15Q: 3 clusters Score -2.183176e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -21831960.000000 Penalty: 5985.795898
	Iteration 16Q: 3 clusters Score -2.183196e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -21832072.000000 Penalty: 5985.795898
	Iteration 17Q: 3 clusters Score -2.183207e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -21832248.000000 Penalty: 5985.795898
	Iteration 18Q: 3 clusters Score -2.183225e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -21832372.000000 Penalty: 5985.795898
	Iteration 19Q: 3 clusters Score -2.183237e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -21832480.000000 Penalty: 5985.795898
	Iteration 20F: 3 clusters Score -2.183248e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -21832582.000000 Penalty: 5985.795898
	Iteration 21Q: 3 clusters Score -2.183258e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -21832620.000000 Penalty: 5985.795898
	Iteration 22Q: 3 clusters Score -2.183262e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 170227 members 
Entering Unmasked Estep 
Score: -21832634.000000 Penalty: 5985.795898
	Iteration 23Q: 3 clusters Score -2.183263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -21832648.000000 Penalty: 5985.795898
	Iteration 24Q: 3 clusters Score -2.183265e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -21832654.000000 Penalty: 5985.795898
	Iteration 25Q: 3 clusters Score -2.183265e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 170467 members 
Entering Unmasked Estep 
Score: -21832698.000000 Penalty: 5985.795898
	Iteration 26Q: 3 clusters Score -2.18327e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -21832698.000000 Penalty: 5985.795898
	Iteration 27Q: 3 clusters Score -2.18327e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -21832724.000000 Penalty: 5985.795898
	Iteration 28Q: 3 clusters Score -2.183272e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -21832696.000000 Penalty: 5985.795898
	Iteration 29Q: 3 clusters Score -2.18327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 170714 members 
Entering Unmasked Estep 
Score: -21832708.000000 Penalty: 5985.795898
	Iteration 30Q: 3 clusters Score -2.183271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 170755 members 
Entering Unmasked Estep 
Score: -21832722.000000 Penalty: 5985.795898
	Iteration 31Q: 3 clusters Score -2.183272e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -21832704.000000 Penalty: 5985.795898
	Iteration 32Q: 3 clusters Score -2.18327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 170814 members 
Entering Unmasked Estep 
Score: -21832698.000000 Penalty: 5985.795898
	Iteration 33Q: 3 clusters Score -2.18327e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -21832726.000000 Penalty: 5985.795898
	Iteration 34Q: 3 clusters Score -2.183273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -21832722.000000 Penalty: 5985.795898
	Iteration 35Q: 3 clusters Score -2.183272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 170893 members 
Entering Unmasked Estep 
Score: -21832692.000000 Penalty: 5985.795898
	Iteration 36Q: 3 clusters Score -2.183269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -21832698.000000 Penalty: 5985.795898
	Iteration 37Q: 3 clusters Score -2.18327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -21832722.000000 Penalty: 5985.795898
	Iteration 38Q: 3 clusters Score -2.183272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 170937 members 
Entering Unmasked Estep 
Score: -21832738.000000 Penalty: 5985.795898
	Iteration 39Q: 3 clusters Score -2.183274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -21832738.000000 Penalty: 5985.795898
	Iteration 40F: 3 clusters Score -2.183274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -21832726.000000 Penalty: 5985.795898
	Iteration 41Q: 3 clusters Score -2.183273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -21832726.000000 Penalty: 5985.795898
	Iteration 42Q: 3 clusters Score -2.183273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -21832726.000000 Penalty: 5985.795898
	Iteration 43Q: 3 clusters Score -2.183273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -21832730.000000 Penalty: 5985.795898
	Iteration 44Q: 3 clusters Score -2.183273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -21832732.000000 Penalty: 5985.795898
	Iteration 45Q: 3 clusters Score -2.183273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -21832742.000000 Penalty: 5985.795898
	Iteration 46Q: 3 clusters Score -2.183274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -21832738.000000 Penalty: 5985.795898
	Iteration 47Q: 3 clusters Score -2.183274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -21832748.000000 Penalty: 5985.795898
	Iteration 48Q: 3 clusters Score -2.183275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -21832784.000000 Penalty: 5985.795898
	Iteration 49Q: 3 clusters Score -2.183278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -21832774.000000 Penalty: 5985.795898
	Iteration 50Q: 3 clusters Score -2.183277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -21832770.000000 Penalty: 5985.795898
	Iteration 51Q: 3 clusters Score -2.183277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -21832764.000000 Penalty: 5985.795898
	Iteration 52Q: 3 clusters Score -2.183276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -21832764.000000 Penalty: 5985.795898
	Iteration 53Q: 3 clusters Score -2.183276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -21832750.000000 Penalty: 5985.795898
	Iteration 54Q: 3 clusters Score -2.183275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -21832744.000000 Penalty: 5985.795898
	Iteration 55Q: 3 clusters Score -2.183274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -21832768.000000 Penalty: 5985.795898
	Iteration 56Q: 3 clusters Score -2.183277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 171021 members 
Entering Unmasked Estep 
Score: -21832758.000000 Penalty: 5985.795898
	Iteration 57Q: 3 clusters Score -2.183276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 171025 members 
Entering Unmasked Estep 
Score: -21832760.000000 Penalty: 5985.795898
	Iteration 58Q: 3 clusters Score -2.183276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -21832750.000000 Penalty: 5985.795898
	Iteration 59Q: 3 clusters Score -2.183275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 171030 members 
Entering Unmasked Estep 
Score: -21832752.000000 Penalty: 5985.795898
	Iteration 60F: 3 clusters Score -2.183275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -21832770.000000 Penalty: 5985.795898
	Iteration 61Q: 3 clusters Score -2.183277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -21832770.000000 Penalty: 5985.795898
	Iteration 62F: 3 clusters Score -2.183277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -788870.187500 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -788870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -783343.625000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -783343.6 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -784839.812500 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -784839.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -785175.500000 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -785175.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -785552.625000 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -785552.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -785895.875000 Penalty: 4364.332520
	Iteration 4F: 3 clusters Score -785895.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -786189.500000 Penalty: 4364.332520
	Iteration 5F: 3 clusters Score -786189.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -786469.562500 Penalty: 4364.332520
	Iteration 6F: 3 clusters Score -786469.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -786715.812500 Penalty: 4364.332520
	Iteration 7F: 3 clusters Score -786715.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -786933.250000 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -786933.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -787084.812500 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -787084.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -787221.500000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -787221.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -787331.875000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -787331.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -787419.187500 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -787419.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -787486.625000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -787486.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -787533.437500 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -787533.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -787563.875000 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -787563.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -787594.062500 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -787594.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -787617.875000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -787617.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -787639.000000 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -787639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -787656.125000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -787656.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -787669.625000 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -787669.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -787683.187500 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -787683.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -787695.750000 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -787695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -787706.062500 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -787706.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -787715.375000 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -787715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -787722.062500 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -787722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -787727.750000 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -787727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -787730.875000 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -787730.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -787733.312500 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -787733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -787740.500000 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -787740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -787742.312500 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -787742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -787744.187500 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -787744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -787745.625000 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -787745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -787747.125000 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -787747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -787748.000000 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -787748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -787749.625000 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -787749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -787751.000000 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -787751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -787752.562500 Penalty: 4364.332520
	Iteration 37Q: 3 clusters Score -787752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -787753.250000 Penalty: 4364.332520
	Iteration 38Q: 3 clusters Score -787753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -787753.437500 Penalty: 4364.332520
	Iteration 39Q: 3 clusters Score -787753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -787753.437500 Penalty: 4364.332520
	Iteration 40F: 3 clusters Score -787753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Entering Unmasked Estep 
Score: -2636676.750000 Penalty: 2464.596436
	Iteration 0F: 2 clusters Score -2636677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2621996.000000 Penalty: 4929.192871
	Iteration 0F: 3 clusters Score -2621996 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2627102.000000 Penalty: 4929.192871
	Iteration 1F: 3 clusters Score -2627102 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2627574.750000 Penalty: 4929.192871
	Iteration 2F: 3 clusters Score -2627575 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2627998.000000 Penalty: 4929.192871
	Iteration 3Q: 3 clusters Score -2627998 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2628439.000000 Penalty: 4929.192871
	Iteration 4Q: 3 clusters Score -2628439 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2628840.500000 Penalty: 4929.192871
	Iteration 5Q: 3 clusters Score -2628840 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2629243.000000 Penalty: 4929.192871
	Iteration 6Q: 3 clusters Score -2629243 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2629633.500000 Penalty: 4929.192871
	Iteration 7Q: 3 clusters Score -2629634 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2629965.750000 Penalty: 4929.192871
	Iteration 8Q: 3 clusters Score -2629966 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2630296.000000 Penalty: 4929.192871
	Iteration 9Q: 3 clusters Score -2630296 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2630632.500000 Penalty: 4929.192871
	Iteration 10Q: 3 clusters Score -2630632 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2631004.250000 Penalty: 4929.192871
	Iteration 11Q: 3 clusters Score -2631004 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2631365.250000 Penalty: 4929.192871
	Iteration 12Q: 3 clusters Score -2631365 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2631694.000000 Penalty: 4929.192871
	Iteration 13Q: 3 clusters Score -2631694 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2631999.250000 Penalty: 4929.192871
	Iteration 14Q: 3 clusters Score -2631999 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2632273.500000 Penalty: 4929.192871
	Iteration 15Q: 3 clusters Score -2632274 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2632507.500000 Penalty: 4929.192871
	Iteration 16Q: 3 clusters Score -2632508 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2632664.750000 Penalty: 4929.192871
	Iteration 17Q: 3 clusters Score -2632665 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2632793.500000 Penalty: 4929.192871
	Iteration 18Q: 3 clusters Score -2632794 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2632892.250000 Penalty: 4929.192871
	Iteration 19Q: 3 clusters Score -2632892 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2632972.750000 Penalty: 4929.192871
	Iteration 20F: 3 clusters Score -2632973 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2633041.000000 Penalty: 4929.192871
	Iteration 21Q: 3 clusters Score -2633041 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2633090.000000 Penalty: 4929.192871
	Iteration 22Q: 3 clusters Score -2633090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2633145.500000 Penalty: 4929.192871
	Iteration 23Q: 3 clusters Score -2633146 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2633183.750000 Penalty: 4929.192871
	Iteration 24Q: 3 clusters Score -2633184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2633231.000000 Penalty: 4929.192871
	Iteration 25Q: 3 clusters Score -2633231 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2633261.750000 Penalty: 4929.192871
	Iteration 26Q: 3 clusters Score -2633262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2633287.000000 Penalty: 4929.192871
	Iteration 27Q: 3 clusters Score -2633287 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2633313.750000 Penalty: 4929.192871
	Iteration 28Q: 3 clusters Score -2633314 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2633343.000000 Penalty: 4929.192871
	Iteration 29Q: 3 clusters Score -2633343 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2633368.000000 Penalty: 4929.192871
	Iteration 30Q: 3 clusters Score -2633368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2633402.000000 Penalty: 4929.192871
	Iteration 31Q: 3 clusters Score -2633402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2633433.250000 Penalty: 4929.192871
	Iteration 32Q: 3 clusters Score -2633433 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2633463.750000 Penalty: 4929.192871
	Iteration 33Q: 3 clusters Score -2633464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2633485.750000 Penalty: 4929.192871
	Iteration 34Q: 3 clusters Score -2633486 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2633505.750000 Penalty: 4929.192871
	Iteration 35Q: 3 clusters Score -2633506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2633541.500000 Penalty: 4929.192871
	Iteration 36Q: 3 clusters Score -2633542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2633559.750000 Penalty: 4929.192871
	Iteration 37Q: 3 clusters Score -2633560 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2633581.500000 Penalty: 4929.192871
	Iteration 38Q: 3 clusters Score -2633582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2633604.250000 Penalty: 4929.192871
	Iteration 39Q: 3 clusters Score -2633604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2633628.500000 Penalty: 4929.192871
	Iteration 40F: 3 clusters Score -2633628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2633662.500000 Penalty: 4929.192871
	Iteration 41Q: 3 clusters Score -2633662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2633681.000000 Penalty: 4929.192871
	Iteration 42Q: 3 clusters Score -2633681 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2633708.500000 Penalty: 4929.192871
	Iteration 43Q: 3 clusters Score -2633708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2633741.750000 Penalty: 4929.192871
	Iteration 44Q: 3 clusters Score -2633742 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2633762.000000 Penalty: 4929.192871
	Iteration 45Q: 3 clusters Score -2633762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2633775.000000 Penalty: 4929.192871
	Iteration 46Q: 3 clusters Score -2633775 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2633803.750000 Penalty: 4929.192871
	Iteration 47Q: 3 clusters Score -2633804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2633831.750000 Penalty: 4929.192871
	Iteration 48Q: 3 clusters Score -2633832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2633858.250000 Penalty: 4929.192871
	Iteration 49Q: 3 clusters Score -2633858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2633873.250000 Penalty: 4929.192871
	Iteration 50Q: 3 clusters Score -2633873 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2633912.000000 Penalty: 4929.192871
	Iteration 51Q: 3 clusters Score -2633912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2633933.750000 Penalty: 4929.192871
	Iteration 52Q: 3 clusters Score -2633934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2633962.250000 Penalty: 4929.192871
	Iteration 53Q: 3 clusters Score -2633962 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2633989.000000 Penalty: 4929.192871
	Iteration 54Q: 3 clusters Score -2633989 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2634028.250000 Penalty: 4929.192871
	Iteration 55Q: 3 clusters Score -2634028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2634055.000000 Penalty: 4929.192871
	Iteration 56Q: 3 clusters Score -2634055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2634082.500000 Penalty: 4929.192871
	Iteration 57Q: 3 clusters Score -2634082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2634105.250000 Penalty: 4929.192871
	Iteration 58Q: 3 clusters Score -2634105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2634135.500000 Penalty: 4929.192871
	Iteration 59Q: 3 clusters Score -2634136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2634165.250000 Penalty: 4929.192871
	Iteration 60F: 3 clusters Score -2634165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2634202.250000 Penalty: 4929.192871
	Iteration 61Q: 3 clusters Score -2634202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2634231.500000 Penalty: 4929.192871
	Iteration 62Q: 3 clusters Score -2634232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2634251.500000 Penalty: 4929.192871
	Iteration 63Q: 3 clusters Score -2634252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2634273.500000 Penalty: 4929.192871
	Iteration 64Q: 3 clusters Score -2634274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2634299.000000 Penalty: 4929.192871
	Iteration 65Q: 3 clusters Score -2634299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2634322.750000 Penalty: 4929.192871
	Iteration 66Q: 3 clusters Score -2634323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2634342.000000 Penalty: 4929.192871
	Iteration 67Q: 3 clusters Score -2634342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2634353.250000 Penalty: 4929.192871
	Iteration 68Q: 3 clusters Score -2634353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2634368.500000 Penalty: 4929.192871
	Iteration 69Q: 3 clusters Score -2634368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2634381.500000 Penalty: 4929.192871
	Iteration 70Q: 3 clusters Score -2634382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2634395.750000 Penalty: 4929.192871
	Iteration 71Q: 3 clusters Score -2634396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2634409.000000 Penalty: 4929.192871
	Iteration 72Q: 3 clusters Score -2634409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2634420.000000 Penalty: 4929.192871
	Iteration 73Q: 3 clusters Score -2634420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2634429.000000 Penalty: 4929.192871
	Iteration 74Q: 3 clusters Score -2634429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2634433.250000 Penalty: 4929.192871
	Iteration 75Q: 3 clusters Score -2634433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2634448.250000 Penalty: 4929.192871
	Iteration 76Q: 3 clusters Score -2634448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2634454.000000 Penalty: 4929.192871
	Iteration 77Q: 3 clusters Score -2634454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2634457.500000 Penalty: 4929.192871
	Iteration 78Q: 3 clusters Score -2634458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2634471.500000 Penalty: 4929.192871
	Iteration 79Q: 3 clusters Score -2634472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2634478.000000 Penalty: 4929.192871
	Iteration 80F: 3 clusters Score -2634478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2634481.000000 Penalty: 4929.192871
	Iteration 81Q: 3 clusters Score -2634481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2634486.750000 Penalty: 4929.192871
	Iteration 82Q: 3 clusters Score -2634487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2634486.000000 Penalty: 4929.192871
	Iteration 83Q: 3 clusters Score -2634486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2634490.750000 Penalty: 4929.192871
	Iteration 84Q: 3 clusters Score -2634491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2634492.750000 Penalty: 4929.192871
	Iteration 85Q: 3 clusters Score -2634493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2634496.750000 Penalty: 4929.192871
	Iteration 86Q: 3 clusters Score -2634497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2634495.250000 Penalty: 4929.192871
	Iteration 87Q: 3 clusters Score -2634495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2634496.250000 Penalty: 4929.192871
	Iteration 88Q: 3 clusters Score -2634496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2634502.000000 Penalty: 4929.192871
	Iteration 89Q: 3 clusters Score -2634502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2634507.750000 Penalty: 4929.192871
	Iteration 90Q: 3 clusters Score -2634508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2634507.750000 Penalty: 4929.192871
	Iteration 91Q: 3 clusters Score -2634508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2634507.250000 Penalty: 4929.192871
	Iteration 92Q: 3 clusters Score -2634507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2634504.500000 Penalty: 4929.192871
	Iteration 93Q: 3 clusters Score -2634504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2634506.750000 Penalty: 4929.192871
	Iteration 94Q: 3 clusters Score -2634507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2634506.500000 Penalty: 4929.192871
	Iteration 95Q: 3 clusters Score -2634506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2634515.250000 Penalty: 4929.192871
	Iteration 96Q: 3 clusters Score -2634515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2634514.000000 Penalty: 4929.192871
	Iteration 97Q: 3 clusters Score -2634514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2634515.000000 Penalty: 4929.192871
	Iteration 98Q: 3 clusters Score -2634515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2634523.250000 Penalty: 4929.192871
	Iteration 99Q: 3 clusters Score -2634523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2634534.250000 Penalty: 4929.192871
	Iteration 100F: 3 clusters Score -2634534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2634538.250000 Penalty: 4929.192871
	Iteration 101Q: 3 clusters Score -2634538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2634540.250000 Penalty: 4929.192871
	Iteration 102Q: 3 clusters Score -2634540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2634542.750000 Penalty: 4929.192871
	Iteration 103Q: 3 clusters Score -2634543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2634545.250000 Penalty: 4929.192871
	Iteration 104Q: 3 clusters Score -2634545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2634549.250000 Penalty: 4929.192871
	Iteration 105Q: 3 clusters Score -2634549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2634550.750000 Penalty: 4929.192871
	Iteration 106Q: 3 clusters Score -2634551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2634552.500000 Penalty: 4929.192871
	Iteration 107Q: 3 clusters Score -2634552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2634552.250000 Penalty: 4929.192871
	Iteration 108Q: 3 clusters Score -2634552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2634553.000000 Penalty: 4929.192871
	Iteration 109Q: 3 clusters Score -2634553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2634552.750000 Penalty: 4929.192871
	Iteration 110Q: 3 clusters Score -2634553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2634551.750000 Penalty: 4929.192871
	Iteration 111Q: 3 clusters Score -2634552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2634554.750000 Penalty: 4929.192871
	Iteration 112Q: 3 clusters Score -2634555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2634557.750000 Penalty: 4929.192871
	Iteration 113Q: 3 clusters Score -2634558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2634555.500000 Penalty: 4929.192871
	Iteration 114Q: 3 clusters Score -2634556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2634559.750000 Penalty: 4929.192871
	Iteration 115Q: 3 clusters Score -2634560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2634558.500000 Penalty: 4929.192871
	Iteration 116Q: 3 clusters Score -2634558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2634561.000000 Penalty: 4929.192871
	Iteration 117Q: 3 clusters Score -2634561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2634560.250000 Penalty: 4929.192871
	Iteration 118Q: 3 clusters Score -2634560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2634558.250000 Penalty: 4929.192871
	Iteration 119Q: 3 clusters Score -2634558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2634558.250000 Penalty: 4929.192871
	Iteration 120F: 3 clusters Score -2634558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Entering Unmasked Estep 
Score: -8625154.000000 Penalty: 2769.396484
	Iteration 0F: 2 clusters Score -8625154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -8577939.000000 Penalty: 5538.792969
	Iteration 0F: 3 clusters Score -8577939 nChanged 33013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -8596383.000000 Penalty: 5538.792969
	Iteration 1F: 3 clusters Score -8596383 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -8596968.000000 Penalty: 5538.792969
	Iteration 2Q: 3 clusters Score -8596968 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8597448.000000 Penalty: 5538.792969
	Iteration 3Q: 3 clusters Score -8597448 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -8598218.000000 Penalty: 5538.792969
	Iteration 4Q: 3 clusters Score -8598218 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -8599423.000000 Penalty: 5538.792969
	Iteration 5Q: 3 clusters Score -8599423 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -8601576.000000 Penalty: 5538.792969
	Iteration 6F: 3 clusters Score -8601576 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -8605179.000000 Penalty: 5538.792969
	Iteration 7F: 3 clusters Score -8605179 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -8610547.000000 Penalty: 5538.792969
	Iteration 8F: 3 clusters Score -8610547 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8616276.000000 Penalty: 5538.792969
	Iteration 9F: 3 clusters Score -8616276 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8620185.000000 Penalty: 5538.792969
	Iteration 10F: 3 clusters Score -8620185 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8621850.000000 Penalty: 5538.792969
	Iteration 11Q: 3 clusters Score -8621850 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8622383.000000 Penalty: 5538.792969
	Iteration 12Q: 3 clusters Score -8622383 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8622556.000000 Penalty: 5538.792969
	Iteration 13Q: 3 clusters Score -8622556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8622622.000000 Penalty: 5538.792969
	Iteration 14Q: 3 clusters Score -8622622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8622656.000000 Penalty: 5538.792969
	Iteration 15Q: 3 clusters Score -8622656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8622677.000000 Penalty: 5538.792969
	Iteration 16Q: 3 clusters Score -8622677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8622680.000000 Penalty: 5538.792969
	Iteration 17Q: 3 clusters Score -8622680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8622691.000000 Penalty: 5538.792969
	Iteration 18Q: 3 clusters Score -8622691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8622714.000000 Penalty: 5538.792969
	Iteration 19Q: 3 clusters Score -8622714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8622724.000000 Penalty: 5538.792969
	Iteration 20F: 3 clusters Score -8622724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8622728.000000 Penalty: 5538.792969
	Iteration 21Q: 3 clusters Score -8622728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8622727.000000 Penalty: 5538.792969
	Iteration 22Q: 3 clusters Score -8622727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8622727.000000 Penalty: 5538.792969
	Iteration 23F: 3 clusters Score -8622727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -448283.031250 Penalty: 2031.551514
	Iteration 0F: 2 clusters Score -448283 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 1770 members 
Entering Unmasked Estep 
Score: -444629.281250 Penalty: 4063.103027
	Iteration 0F: 3 clusters Score -444629.3 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -445388.125000 Penalty: 4063.103027
	Iteration 1F: 3 clusters Score -445388.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -445578.218750 Penalty: 4063.103027
	Iteration 2F: 3 clusters Score -445578.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -445724.593750 Penalty: 4063.103027
	Iteration 3F: 3 clusters Score -445724.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -445830.750000 Penalty: 4063.103027
	Iteration 4Q: 3 clusters Score -445830.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -445909.031250 Penalty: 4063.103027
	Iteration 5Q: 3 clusters Score -445909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -445974.656250 Penalty: 4063.103027
	Iteration 6Q: 3 clusters Score -445974.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -446026.312500 Penalty: 4063.103027
	Iteration 7Q: 3 clusters Score -446026.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -446066.281250 Penalty: 4063.103027
	Iteration 8Q: 3 clusters Score -446066.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -446093.843750 Penalty: 4063.103027
	Iteration 9Q: 3 clusters Score -446093.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -446123.281250 Penalty: 4063.103027
	Iteration 10Q: 3 clusters Score -446123.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -446146.843750 Penalty: 4063.103027
	Iteration 11Q: 3 clusters Score -446146.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -446162.531250 Penalty: 4063.103027
	Iteration 12Q: 3 clusters Score -446162.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -446176.156250 Penalty: 4063.103027
	Iteration 13Q: 3 clusters Score -446176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -446193.968750 Penalty: 4063.103027
	Iteration 14Q: 3 clusters Score -446194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -446213.218750 Penalty: 4063.103027
	Iteration 15Q: 3 clusters Score -446213.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -446231.718750 Penalty: 4063.103027
	Iteration 16Q: 3 clusters Score -446231.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -446251.875000 Penalty: 4063.103027
	Iteration 17Q: 3 clusters Score -446251.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -446270.625000 Penalty: 4063.103027
	Iteration 18Q: 3 clusters Score -446270.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -446287.218750 Penalty: 4063.103027
	Iteration 19Q: 3 clusters Score -446287.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -446304.312500 Penalty: 4063.103027
	Iteration 20F: 3 clusters Score -446304.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -446324.406250 Penalty: 4063.103027
	Iteration 21Q: 3 clusters Score -446324.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -446343.843750 Penalty: 4063.103027
	Iteration 22Q: 3 clusters Score -446343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -446359.593750 Penalty: 4063.103027
	Iteration 23Q: 3 clusters Score -446359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -446380.062500 Penalty: 4063.103027
	Iteration 24Q: 3 clusters Score -446380.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -446398.812500 Penalty: 4063.103027
	Iteration 25Q: 3 clusters Score -446398.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -446413.250000 Penalty: 4063.103027
	Iteration 26Q: 3 clusters Score -446413.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -446430.437500 Penalty: 4063.103027
	Iteration 27Q: 3 clusters Score -446430.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -446448.500000 Penalty: 4063.103027
	Iteration 28Q: 3 clusters Score -446448.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -446464.781250 Penalty: 4063.103027
	Iteration 29Q: 3 clusters Score -446464.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -446477.812500 Penalty: 4063.103027
	Iteration 30Q: 3 clusters Score -446477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -446484.593750 Penalty: 4063.103027
	Iteration 31Q: 3 clusters Score -446484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -446489.968750 Penalty: 4063.103027
	Iteration 32Q: 3 clusters Score -446490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -446493.937500 Penalty: 4063.103027
	Iteration 33Q: 3 clusters Score -446493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -446496.687500 Penalty: 4063.103027
	Iteration 34Q: 3 clusters Score -446496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -446500.312500 Penalty: 4063.103027
	Iteration 35Q: 3 clusters Score -446500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -446503.687500 Penalty: 4063.103027
	Iteration 36Q: 3 clusters Score -446503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -446506.187500 Penalty: 4063.103027
	Iteration 37Q: 3 clusters Score -446506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -446509.875000 Penalty: 4063.103027
	Iteration 38Q: 3 clusters Score -446509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -446514.875000 Penalty: 4063.103027
	Iteration 39Q: 3 clusters Score -446514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -446519.156250 Penalty: 4063.103027
	Iteration 40F: 3 clusters Score -446519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -446521.093750 Penalty: 4063.103027
	Iteration 41Q: 3 clusters Score -446521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -446524.875000 Penalty: 4063.103027
	Iteration 42Q: 3 clusters Score -446524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -446527.093750 Penalty: 4063.103027
	Iteration 43Q: 3 clusters Score -446527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -446528.781250 Penalty: 4063.103027
	Iteration 44Q: 3 clusters Score -446528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -446530.843750 Penalty: 4063.103027
	Iteration 45Q: 3 clusters Score -446530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -446531.000000 Penalty: 4063.103027
	Iteration 46Q: 3 clusters Score -446531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -446532.062500 Penalty: 4063.103027
	Iteration 47Q: 3 clusters Score -446532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -446532.468750 Penalty: 4063.103027
	Iteration 48Q: 3 clusters Score -446532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -446532.468750 Penalty: 4063.103027
	Iteration 49F: 3 clusters Score -446532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -124426.320312 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -124426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122511.343750 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -122511.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122974.304688 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -122974.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123153.515625 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -123153.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -123238.781250 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -123238.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123314.695312 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -123314.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -123424.515625 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -123424.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -123476.625000 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -123476.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123533.968750 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -123534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -123574.000000 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -123574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123637.250000 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -123637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -123700.390625 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -123700.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123740.148438 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -123740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123755.812500 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -123755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123793.640625 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -123793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123807.898438 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -123807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -123816.335938 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -123816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -123824.593750 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -123824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123840.437500 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -123840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123851.148438 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -123851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123863.007812 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -123863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123869.257812 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -123869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123872.429688 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -123872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123874.921875 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -123874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -123875.187500 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -123875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -123875.187500 Penalty: 3477.562012
	Iteration 24F: 3 clusters Score -123875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 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 98 members 
Entering Unmasked Estep 
Score: -17060.800781 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17060.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17198.791016 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17198.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17272.181641 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -17272.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17331.632812 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17331.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17340.802734 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17340.802734 Penalty: 2615.407959
	Iteration 5F: 3 clusters Score -17340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (155988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Entering Unmasked Estep 
Score: -19650830.000000 Penalty: 2965.468750
	Iteration 0F: 2 clusters Score -1.965083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -19548534.000000 Penalty: 5930.937500
	Iteration 0F: 3 clusters Score -1.954853e+07 nChanged 74898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -19592198.000000 Penalty: 5930.937500
	Iteration 1F: 3 clusters Score -1.95922e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -19593256.000000 Penalty: 5930.937500
	Iteration 2Q: 3 clusters Score -1.959326e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -19594208.000000 Penalty: 5930.937500
	Iteration 3Q: 3 clusters Score -1.959421e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -19595322.000000 Penalty: 5930.937500
	Iteration 4Q: 3 clusters Score -1.959532e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -19596728.000000 Penalty: 5930.937500
	Iteration 5Q: 3 clusters Score -1.959673e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -19598456.000000 Penalty: 5930.937500
	Iteration 6Q: 3 clusters Score -1.959846e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -19601320.000000 Penalty: 5930.937500
	Iteration 7Q: 3 clusters Score -1.960132e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -19605652.000000 Penalty: 5930.937500
	Iteration 8F: 3 clusters Score -1.960565e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -19612186.000000 Penalty: 5930.937500
	Iteration 9F: 3 clusters Score -1.961219e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -19620120.000000 Penalty: 5930.937500
	Iteration 10F: 3 clusters Score -1.962012e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 112304 members 
Entering Unmasked Estep 
Score: -19627044.000000 Penalty: 5930.937500
	Iteration 11F: 3 clusters Score -1.962704e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 116793 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5930.937500
	Iteration 12Q: 3 clusters Score -1.963144e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -19633726.000000 Penalty: 5930.937500
	Iteration 13Q: 3 clusters Score -1.963373e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -19635640.000000 Penalty: 5930.937500
	Iteration 14Q: 3 clusters Score -1.963564e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -19637518.000000 Penalty: 5930.937500
	Iteration 15Q: 3 clusters Score -1.963752e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -19639420.000000 Penalty: 5930.937500
	Iteration 16Q: 3 clusters Score -1.963942e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 134006 members 
Entering Unmasked Estep 
Score: -19641240.000000 Penalty: 5930.937500
	Iteration 17Q: 3 clusters Score -1.964124e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -19642656.000000 Penalty: 5930.937500
	Iteration 18Q: 3 clusters Score -1.964266e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -19644068.000000 Penalty: 5930.937500
	Iteration 19Q: 3 clusters Score -1.964407e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 141001 members 
Entering Unmasked Estep 
Score: -19645198.000000 Penalty: 5930.937500
	Iteration 20F: 3 clusters Score -1.96452e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 142670 members 
Entering Unmasked Estep 
Score: -19645992.000000 Penalty: 5930.937500
	Iteration 21Q: 3 clusters Score -1.964599e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 144077 members 
Entering Unmasked Estep 
Score: -19646830.000000 Penalty: 5930.937500
	Iteration 22Q: 3 clusters Score -1.964683e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -19647190.000000 Penalty: 5930.937500
	Iteration 23Q: 3 clusters Score -1.964719e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -19647648.000000 Penalty: 5930.937500
	Iteration 24Q: 3 clusters Score -1.964765e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 147348 members 
Entering Unmasked Estep 
Score: -19647860.000000 Penalty: 5930.937500
	Iteration 25Q: 3 clusters Score -1.964786e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -19648046.000000 Penalty: 5930.937500
	Iteration 26Q: 3 clusters Score -1.964805e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -19648232.000000 Penalty: 5930.937500
	Iteration 27Q: 3 clusters Score -1.964823e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 149353 members 
Entering Unmasked Estep 
Score: -19648304.000000 Penalty: 5930.937500
	Iteration 28Q: 3 clusters Score -1.96483e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 149860 members 
Entering Unmasked Estep 
Score: -19648338.000000 Penalty: 5930.937500
	Iteration 29Q: 3 clusters Score -1.964834e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -19648412.000000 Penalty: 5930.937500
	Iteration 30Q: 3 clusters Score -1.964841e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 150705 members 
Entering Unmasked Estep 
Score: -19648440.000000 Penalty: 5930.937500
	Iteration 31Q: 3 clusters Score -1.964844e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -19648466.000000 Penalty: 5930.937500
	Iteration 32Q: 3 clusters Score -1.964847e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 151445 members 
Entering Unmasked Estep 
Score: -19648562.000000 Penalty: 5930.937500
	Iteration 33Q: 3 clusters Score -1.964856e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -19648594.000000 Penalty: 5930.937500
	Iteration 34Q: 3 clusters Score -1.964859e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -19648652.000000 Penalty: 5930.937500
	Iteration 35Q: 3 clusters Score -1.964865e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -19648642.000000 Penalty: 5930.937500
	Iteration 36Q: 3 clusters Score -1.964864e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -19648664.000000 Penalty: 5930.937500
	Iteration 37Q: 3 clusters Score -1.964866e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -19648710.000000 Penalty: 5930.937500
	Iteration 38Q: 3 clusters Score -1.964871e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -19648702.000000 Penalty: 5930.937500
	Iteration 39Q: 3 clusters Score -1.96487e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 153088 members 
Entering Unmasked Estep 
Score: -19648724.000000 Penalty: 5930.937500
	Iteration 40F: 3 clusters Score -1.964872e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 153246 members 
Entering Unmasked Estep 
Score: -19648724.000000 Penalty: 5930.937500
	Iteration 41Q: 3 clusters Score -1.964872e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -19648758.000000 Penalty: 5930.937500
	Iteration 42Q: 3 clusters Score -1.964876e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -19648782.000000 Penalty: 5930.937500
	Iteration 43Q: 3 clusters Score -1.964878e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 153586 members 
Entering Unmasked Estep 
Score: -19648778.000000 Penalty: 5930.937500
	Iteration 44Q: 3 clusters Score -1.964878e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -19648794.000000 Penalty: 5930.937500
	Iteration 45Q: 3 clusters Score -1.964879e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 153734 members 
Entering Unmasked Estep 
Score: -19648780.000000 Penalty: 5930.937500
	Iteration 46Q: 3 clusters Score -1.964878e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -19648804.000000 Penalty: 5930.937500
	Iteration 47Q: 3 clusters Score -1.96488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -19648790.000000 Penalty: 5930.937500
	Iteration 48Q: 3 clusters Score -1.964879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 153913 members 
Entering Unmasked Estep 
Score: -19648782.000000 Penalty: 5930.937500
	Iteration 49Q: 3 clusters Score -1.964878e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 153963 members 
Entering Unmasked Estep 
Score: -19648808.000000 Penalty: 5930.937500
	Iteration 50Q: 3 clusters Score -1.964881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -19648816.000000 Penalty: 5930.937500
	Iteration 51Q: 3 clusters Score -1.964882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -19648810.000000 Penalty: 5930.937500
	Iteration 52Q: 3 clusters Score -1.964881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 154086 members 
Entering Unmasked Estep 
Score: -19648776.000000 Penalty: 5930.937500
	Iteration 53Q: 3 clusters Score -1.964878e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -19648796.000000 Penalty: 5930.937500
	Iteration 54Q: 3 clusters Score -1.96488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -19648800.000000 Penalty: 5930.937500
	Iteration 55Q: 3 clusters Score -1.96488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -19648794.000000 Penalty: 5930.937500
	Iteration 56Q: 3 clusters Score -1.964879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 154212 members 
Entering Unmasked Estep 
Score: -19648794.000000 Penalty: 5930.937500
	Iteration 57Q: 3 clusters Score -1.964879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 154234 members 
Entering Unmasked Estep 
Score: -19648792.000000 Penalty: 5930.937500
	Iteration 58Q: 3 clusters Score -1.964879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -19648832.000000 Penalty: 5930.937500
	Iteration 59Q: 3 clusters Score -1.964883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -19648808.000000 Penalty: 5930.937500
	Iteration 60F: 3 clusters Score -1.964881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -19648802.000000 Penalty: 5930.937500
	Iteration 61Q: 3 clusters Score -1.96488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -19648804.000000 Penalty: 5930.937500
	Iteration 62Q: 3 clusters Score -1.96488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -19648798.000000 Penalty: 5930.937500
	Iteration 63Q: 3 clusters Score -1.96488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -19648800.000000 Penalty: 5930.937500
	Iteration 64Q: 3 clusters Score -1.96488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -19648816.000000 Penalty: 5930.937500
	Iteration 65Q: 3 clusters Score -1.964882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 154322 members 
Entering Unmasked Estep 
Score: -19648794.000000 Penalty: 5930.937500
	Iteration 66Q: 3 clusters Score -1.964879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -19648794.000000 Penalty: 5930.937500
	Iteration 67Q: 3 clusters Score -1.964879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -19648798.000000 Penalty: 5930.937500
	Iteration 68Q: 3 clusters Score -1.96488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -19648802.000000 Penalty: 5930.937500
	Iteration 69Q: 3 clusters Score -1.96488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -19648806.000000 Penalty: 5930.937500
	Iteration 70Q: 3 clusters Score -1.964881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -19648804.000000 Penalty: 5930.937500
	Iteration 71Q: 3 clusters Score -1.96488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -19648802.000000 Penalty: 5930.937500
	Iteration 72Q: 3 clusters Score -1.96488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -19648802.000000 Penalty: 5930.937500
	Iteration 73Q: 3 clusters Score -1.96488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -19648796.000000 Penalty: 5930.937500
	Iteration 74Q: 3 clusters Score -1.96488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -19648812.000000 Penalty: 5930.937500
	Iteration 75Q: 3 clusters Score -1.964881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -19648810.000000 Penalty: 5930.937500
	Iteration 76Q: 3 clusters Score -1.964881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -19648812.000000 Penalty: 5930.937500
	Iteration 77Q: 3 clusters Score -1.964881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -19648814.000000 Penalty: 5930.937500
	Iteration 78Q: 3 clusters Score -1.964881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -19648808.000000 Penalty: 5930.937500
	Iteration 79Q: 3 clusters Score -1.964881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -19648822.000000 Penalty: 5930.937500
	Iteration 80F: 3 clusters Score -1.964882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -19648808.000000 Penalty: 5930.937500
	Iteration 81Q: 3 clusters Score -1.964881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -19648818.000000 Penalty: 5930.937500
	Iteration 82Q: 3 clusters Score -1.964882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -19648814.000000 Penalty: 5930.937500
	Iteration 83Q: 3 clusters Score -1.964881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 154385 members 
Entering Unmasked Estep 
Score: -19648820.000000 Penalty: 5930.937500
	Iteration 84Q: 3 clusters Score -1.964882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -19648816.000000 Penalty: 5930.937500
	Iteration 85Q: 3 clusters Score -1.964882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -19648820.000000 Penalty: 5930.937500
	Iteration 86Q: 3 clusters Score -1.964882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 154403 members 
Entering Unmasked Estep 
Score: -19648812.000000 Penalty: 5930.937500
	Iteration 87Q: 3 clusters Score -1.964881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -19648802.000000 Penalty: 5930.937500
	Iteration 88Q: 3 clusters Score -1.96488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 154413 members 
Entering Unmasked Estep 
Score: -19648808.000000 Penalty: 5930.937500
	Iteration 89Q: 3 clusters Score -1.964881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -19648806.000000 Penalty: 5930.937500
	Iteration 90Q: 3 clusters Score -1.964881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 154416 members 
Entering Unmasked Estep 
Score: -19648804.000000 Penalty: 5930.937500
	Iteration 91Q: 3 clusters Score -1.96488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 154416 members 
Entering Unmasked Estep 
Score: -19648804.000000 Penalty: 5930.937500
	Iteration 92F: 3 clusters Score -1.96488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -84391.460938 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -84391.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82743.265625 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -82743.27 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83297.257812 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -83297.26 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83784.304688 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -83784.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84259.828125 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -84259.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -84841.687500 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -84841.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85273.859375 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -85273.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85529.437500 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -85529.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85573.609375 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -85573.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85573.609375 Penalty: 3333.827148
	Iteration 8F: 3 clusters Score -85573.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 70751 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155988 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 195210 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47547 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 156765 members 
Entering Unmasked Estep 
Score: -105750368.000000 Penalty: 74535.210938
Splitting cluster 9 changes total score from -105750944.000000 to -105750368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65568.117188 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65568.12 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65777.570312 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65777.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65828.617188 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -65828.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65853.531250 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65853.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65868.562500 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65868.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65879.132812 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65879.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65891.460938 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65891.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65905.742188 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -65905.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65913.492188 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -65913.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65917.492188 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -65917.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65925.039062 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -65925.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65926.859375 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -65926.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65926.859375 Penalty: 3127.006592
	Iteration 12F: 3 clusters Score -65926.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Entering Unmasked Estep 
Score: -2273683.250000 Penalty: 2427.860107
	Iteration 0F: 2 clusters Score -2273683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2261031.250000 Penalty: 4855.720215
	Iteration 0F: 3 clusters Score -2261031 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2265533.750000 Penalty: 4855.720215
	Iteration 1F: 3 clusters Score -2265534 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2266291.750000 Penalty: 4855.720215
	Iteration 2F: 3 clusters Score -2266292 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2267116.750000 Penalty: 4855.720215
	Iteration 3F: 3 clusters Score -2267117 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2268003.500000 Penalty: 4855.720215
	Iteration 4F: 3 clusters Score -2268004 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2268836.250000 Penalty: 4855.720215
	Iteration 5F: 3 clusters Score -2268836 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2269588.750000 Penalty: 4855.720215
	Iteration 6F: 3 clusters Score -2269589 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2270165.750000 Penalty: 4855.720215
	Iteration 7Q: 3 clusters Score -2270166 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2270585.250000 Penalty: 4855.720215
	Iteration 8Q: 3 clusters Score -2270585 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2270889.000000 Penalty: 4855.720215
	Iteration 9Q: 3 clusters Score -2270889 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2271091.750000 Penalty: 4855.720215
	Iteration 10Q: 3 clusters Score -2271092 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2271245.750000 Penalty: 4855.720215
	Iteration 11Q: 3 clusters Score -2271246 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2271358.500000 Penalty: 4855.720215
	Iteration 12Q: 3 clusters Score -2271358 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2271437.250000 Penalty: 4855.720215
	Iteration 13Q: 3 clusters Score -2271437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2271507.250000 Penalty: 4855.720215
	Iteration 14Q: 3 clusters Score -2271507 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2271572.250000 Penalty: 4855.720215
	Iteration 15Q: 3 clusters Score -2271572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2271633.250000 Penalty: 4855.720215
	Iteration 16Q: 3 clusters Score -2271633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2271684.000000 Penalty: 4855.720215
	Iteration 17Q: 3 clusters Score -2271684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2271736.500000 Penalty: 4855.720215
	Iteration 18Q: 3 clusters Score -2271736 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2271795.750000 Penalty: 4855.720215
	Iteration 19Q: 3 clusters Score -2271796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2271849.750000 Penalty: 4855.720215
	Iteration 20F: 3 clusters Score -2271850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2271902.500000 Penalty: 4855.720215
	Iteration 21Q: 3 clusters Score -2271902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2271951.250000 Penalty: 4855.720215
	Iteration 22Q: 3 clusters Score -2271951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2272002.500000 Penalty: 4855.720215
	Iteration 23Q: 3 clusters Score -2272002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2272051.250000 Penalty: 4855.720215
	Iteration 24Q: 3 clusters Score -2272051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2272113.500000 Penalty: 4855.720215
	Iteration 25Q: 3 clusters Score -2272114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2272157.750000 Penalty: 4855.720215
	Iteration 26Q: 3 clusters Score -2272158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2272188.250000 Penalty: 4855.720215
	Iteration 27Q: 3 clusters Score -2272188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2272218.750000 Penalty: 4855.720215
	Iteration 28Q: 3 clusters Score -2272219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2272245.500000 Penalty: 4855.720215
	Iteration 29Q: 3 clusters Score -2272246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2272259.750000 Penalty: 4855.720215
	Iteration 30Q: 3 clusters Score -2272260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2272273.250000 Penalty: 4855.720215
	Iteration 31Q: 3 clusters Score -2272273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2272280.000000 Penalty: 4855.720215
	Iteration 32Q: 3 clusters Score -2272280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2272287.000000 Penalty: 4855.720215
	Iteration 33Q: 3 clusters Score -2272287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2272295.250000 Penalty: 4855.720215
	Iteration 34Q: 3 clusters Score -2272295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2272307.000000 Penalty: 4855.720215
	Iteration 35Q: 3 clusters Score -2272307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2272322.750000 Penalty: 4855.720215
	Iteration 36Q: 3 clusters Score -2272323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2272328.250000 Penalty: 4855.720215
	Iteration 37Q: 3 clusters Score -2272328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2272341.750000 Penalty: 4855.720215
	Iteration 38Q: 3 clusters Score -2272342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2272344.750000 Penalty: 4855.720215
	Iteration 39Q: 3 clusters Score -2272345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2272353.250000 Penalty: 4855.720215
	Iteration 40F: 3 clusters Score -2272353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2272361.000000 Penalty: 4855.720215
	Iteration 41Q: 3 clusters Score -2272361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2272368.750000 Penalty: 4855.720215
	Iteration 42Q: 3 clusters Score -2272369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2272375.000000 Penalty: 4855.720215
	Iteration 43Q: 3 clusters Score -2272375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2272383.250000 Penalty: 4855.720215
	Iteration 44Q: 3 clusters Score -2272383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2272385.500000 Penalty: 4855.720215
	Iteration 45Q: 3 clusters Score -2272386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2272390.500000 Penalty: 4855.720215
	Iteration 46Q: 3 clusters Score -2272390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2272394.250000 Penalty: 4855.720215
	Iteration 47Q: 3 clusters Score -2272394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2272396.250000 Penalty: 4855.720215
	Iteration 48Q: 3 clusters Score -2272396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2272394.000000 Penalty: 4855.720215
	Iteration 49Q: 3 clusters Score -2272394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2272392.250000 Penalty: 4855.720215
	Iteration 50Q: 3 clusters Score -2272392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2272395.000000 Penalty: 4855.720215
	Iteration 51Q: 3 clusters Score -2272395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2272397.500000 Penalty: 4855.720215
	Iteration 52Q: 3 clusters Score -2272398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2272400.250000 Penalty: 4855.720215
	Iteration 53Q: 3 clusters Score -2272400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2272401.750000 Penalty: 4855.720215
	Iteration 54Q: 3 clusters Score -2272402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2272401.750000 Penalty: 4855.720215
	Iteration 55F: 3 clusters Score -2272402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 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 311 members 
Entering Unmasked Estep 
Score: -71545.046875 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71545.05 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71768.601562 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71768.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71857.015625 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -71857.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71907.320312 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71907.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71951.351562 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71951.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71994.085938 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71994.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72020.273438 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -72020.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72029.929688 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -72029.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72032.000000 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -72032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72034.406250 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -72034.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72034.406250 Penalty: 3177.812500
	Iteration 10F: 3 clusters Score -72034.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66320.171875 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66320.17 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66639.421875 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66639.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66720.234375 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66720.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66761.203125 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66783.500000 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -66783.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66815.039062 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -66815.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66848.171875 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -66848.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66912.773438 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -66912.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66943.906250 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -66943.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66984.609375 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -66984.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67018.468750 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -67018.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67038.585938 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -67038.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67047.578125 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -67047.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67061.968750 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -67061.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67068.359375 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -67068.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67068.875000 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -67068.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67068.875000 Penalty: 3181.075684
	Iteration 16F: 3 clusters Score -67068.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77723.804688 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77723.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78123.953125 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -78123.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78243.843750 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78243.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78383.140625 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -78383.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78433.250000 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78433.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78455.203125 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78465.703125 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78474.750000 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78474.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78484.750000 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78484.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78490.257812 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78490.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78500.320312 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78500.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78514.601562 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78535.890625 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -78535.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78554.851562 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -78554.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78562.570312 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -78562.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78563.523438 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -78563.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78565.921875 Penalty: 3258.462646
	Iteration 16Q: 3 clusters Score -78565.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78565.921875 Penalty: 3258.462646
	Iteration 17F: 3 clusters Score -78565.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195210 members 
Entering Unmasked Estep 
Score: -24512396.000000 Penalty: 3021.094238
	Iteration 0F: 2 clusters Score -2.45124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -24391874.000000 Penalty: 6042.188477
	Iteration 0F: 3 clusters Score -2.439187e+07 nChanged 93980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 98697 members 
Entering Unmasked Estep 
Score: -24446548.000000 Penalty: 6042.188477
	Iteration 1F: 3 clusters Score -2.444655e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -24447550.000000 Penalty: 6042.188477
	Iteration 2Q: 3 clusters Score -2.444755e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -24448878.000000 Penalty: 6042.188477
	Iteration 3Q: 3 clusters Score -2.444888e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -24450562.000000 Penalty: 6042.188477
	Iteration 4Q: 3 clusters Score -2.445056e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -24453562.000000 Penalty: 6042.188477
	Iteration 5Q: 3 clusters Score -2.445356e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -24458542.000000 Penalty: 6042.188477
	Iteration 6Q: 3 clusters Score -2.445854e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 113146 members 
Entering Unmasked Estep 
Score: -24466856.000000 Penalty: 6042.188477
	Iteration 7F: 3 clusters Score -2.446686e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -24478382.000000 Penalty: 6042.188477
	Iteration 8F: 3 clusters Score -2.447838e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -24487484.000000 Penalty: 6042.188477
	Iteration 9F: 3 clusters Score -2.448748e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 124271 members 
Entering Unmasked Estep 
Score: -24491928.000000 Penalty: 6042.188477
	Iteration 10Q: 3 clusters Score -2.449193e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 126612 members 
Entering Unmasked Estep 
Score: -24494166.000000 Penalty: 6042.188477
	Iteration 11Q: 3 clusters Score -2.449417e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 128895 members 
Entering Unmasked Estep 
Score: -24495844.000000 Penalty: 6042.188477
	Iteration 12Q: 3 clusters Score -2.449584e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 131154 members 
Entering Unmasked Estep 
Score: -24497928.000000 Penalty: 6042.188477
	Iteration 13Q: 3 clusters Score -2.449793e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
Score: -24500172.000000 Penalty: 6042.188477
	Iteration 14Q: 3 clusters Score -2.450017e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 135528 members 
Entering Unmasked Estep 
Score: -24502412.000000 Penalty: 6042.188477
	Iteration 15Q: 3 clusters Score -2.450241e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 137444 members 
Entering Unmasked Estep 
Score: -24505058.000000 Penalty: 6042.188477
	Iteration 16Q: 3 clusters Score -2.450506e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 139076 members 
Entering Unmasked Estep 
Score: -24507336.000000 Penalty: 6042.188477
	Iteration 17Q: 3 clusters Score -2.450734e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -24509276.000000 Penalty: 6042.188477
	Iteration 18Q: 3 clusters Score -2.450928e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -24511006.000000 Penalty: 6042.188477
	Iteration 19Q: 3 clusters Score -2.451101e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -24512300.000000 Penalty: 6042.188477
	Iteration 20F: 3 clusters Score -2.45123e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -24513370.000000 Penalty: 6042.188477
	Iteration 21Q: 3 clusters Score -2.451337e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -24514176.000000 Penalty: 6042.188477
	Iteration 22Q: 3 clusters Score -2.451418e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -24514672.000000 Penalty: 6042.188477
	Iteration 23Q: 3 clusters Score -2.451467e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 146071 members 
Entering Unmasked Estep 
Score: -24515048.000000 Penalty: 6042.188477
	Iteration 24Q: 3 clusters Score -2.451505e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -24515218.000000 Penalty: 6042.188477
	Iteration 25Q: 3 clusters Score -2.451522e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -24515396.000000 Penalty: 6042.188477
	Iteration 26Q: 3 clusters Score -2.45154e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -24515478.000000 Penalty: 6042.188477
	Iteration 27Q: 3 clusters Score -2.451548e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -24515604.000000 Penalty: 6042.188477
	Iteration 28Q: 3 clusters Score -2.45156e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -24515754.000000 Penalty: 6042.188477
	Iteration 29Q: 3 clusters Score -2.451575e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 150673 members 
Entering Unmasked Estep 
Score: -24515866.000000 Penalty: 6042.188477
	Iteration 30Q: 3 clusters Score -2.451587e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -24515900.000000 Penalty: 6042.188477
	Iteration 31Q: 3 clusters Score -2.45159e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -24515948.000000 Penalty: 6042.188477
	Iteration 32Q: 3 clusters Score -2.451595e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -24516020.000000 Penalty: 6042.188477
	Iteration 33Q: 3 clusters Score -2.451602e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -24515904.000000 Penalty: 6042.188477
	Iteration 34Q: 3 clusters Score -2.45159e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 154003 members 
Entering Unmasked Estep 
Score: -24515930.000000 Penalty: 6042.188477
	Iteration 35Q: 3 clusters Score -2.451593e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -24515934.000000 Penalty: 6042.188477
	Iteration 36Q: 3 clusters Score -2.451593e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -24515858.000000 Penalty: 6042.188477
	Iteration 37Q: 3 clusters Score -2.451586e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 155569 members 
Entering Unmasked Estep 
Score: -24515824.000000 Penalty: 6042.188477
	Iteration 38Q: 3 clusters Score -2.451582e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -24515802.000000 Penalty: 6042.188477
	Iteration 39Q: 3 clusters Score -2.45158e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -24515794.000000 Penalty: 6042.188477
	Iteration 40F: 3 clusters Score -2.451579e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -24515784.000000 Penalty: 6042.188477
	Iteration 41Q: 3 clusters Score -2.451578e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -24515762.000000 Penalty: 6042.188477
	Iteration 42Q: 3 clusters Score -2.451576e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -24515810.000000 Penalty: 6042.188477
	Iteration 43Q: 3 clusters Score -2.451581e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -24515828.000000 Penalty: 6042.188477
	Iteration 44Q: 3 clusters Score -2.451583e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -24515842.000000 Penalty: 6042.188477
	Iteration 45Q: 3 clusters Score -2.451584e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 159084 members 
Entering Unmasked Estep 
Score: -24515772.000000 Penalty: 6042.188477
	Iteration 46Q: 3 clusters Score -2.451577e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -24515808.000000 Penalty: 6042.188477
	Iteration 47Q: 3 clusters Score -2.451581e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -24515820.000000 Penalty: 6042.188477
	Iteration 48Q: 3 clusters Score -2.451582e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -24515824.000000 Penalty: 6042.188477
	Iteration 49Q: 3 clusters Score -2.451582e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -24515800.000000 Penalty: 6042.188477
	Iteration 50Q: 3 clusters Score -2.45158e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -24515810.000000 Penalty: 6042.188477
	Iteration 51Q: 3 clusters Score -2.451581e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -24515782.000000 Penalty: 6042.188477
	Iteration 52Q: 3 clusters Score -2.451578e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -24515808.000000 Penalty: 6042.188477
	Iteration 53Q: 3 clusters Score -2.451581e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 162241 members 
Entering Unmasked Estep 
Score: -24515868.000000 Penalty: 6042.188477
	Iteration 54Q: 3 clusters Score -2.451587e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -24515848.000000 Penalty: 6042.188477
	Iteration 55Q: 3 clusters Score -2.451585e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -24515814.000000 Penalty: 6042.188477
	Iteration 56Q: 3 clusters Score -2.451581e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -24515840.000000 Penalty: 6042.188477
	Iteration 57Q: 3 clusters Score -2.451584e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -24515814.000000 Penalty: 6042.188477
	Iteration 58Q: 3 clusters Score -2.451581e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 163993 members 
Entering Unmasked Estep 
Score: -24515722.000000 Penalty: 6042.188477
	Iteration 59Q: 3 clusters Score -2.451572e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -24515758.000000 Penalty: 6042.188477
	Iteration 60F: 3 clusters Score -2.451576e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -24515710.000000 Penalty: 6042.188477
	Iteration 61Q: 3 clusters Score -2.451571e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -24515642.000000 Penalty: 6042.188477
	Iteration 62Q: 3 clusters Score -2.451564e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -24515628.000000 Penalty: 6042.188477
	Iteration 63Q: 3 clusters Score -2.451563e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -24515672.000000 Penalty: 6042.188477
	Iteration 64Q: 3 clusters Score -2.451567e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 165920 members 
Entering Unmasked Estep 
Score: -24515680.000000 Penalty: 6042.188477
	Iteration 65Q: 3 clusters Score -2.451568e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -24515620.000000 Penalty: 6042.188477
	Iteration 66Q: 3 clusters Score -2.451562e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 166551 members 
Entering Unmasked Estep 
Score: -24515570.000000 Penalty: 6042.188477
	Iteration 67Q: 3 clusters Score -2.451557e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 166836 members 
Entering Unmasked Estep 
Score: -24515580.000000 Penalty: 6042.188477
	Iteration 68Q: 3 clusters Score -2.451558e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -24515514.000000 Penalty: 6042.188477
	Iteration 69Q: 3 clusters Score -2.451551e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 167384 members 
Entering Unmasked Estep 
Score: -24515472.000000 Penalty: 6042.188477
	Iteration 70Q: 3 clusters Score -2.451547e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -24515512.000000 Penalty: 6042.188477
	Iteration 71Q: 3 clusters Score -2.451551e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -24515472.000000 Penalty: 6042.188477
	Iteration 72Q: 3 clusters Score -2.451547e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 168035 members 
Entering Unmasked Estep 
Score: -24515428.000000 Penalty: 6042.188477
	Iteration 73Q: 3 clusters Score -2.451543e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 168219 members 
Entering Unmasked Estep 
Score: -24515432.000000 Penalty: 6042.188477
	Iteration 74Q: 3 clusters Score -2.451543e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -24515376.000000 Penalty: 6042.188477
	Iteration 75Q: 3 clusters Score -2.451538e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 168566 members 
Entering Unmasked Estep 
Score: -24515368.000000 Penalty: 6042.188477
	Iteration 76Q: 3 clusters Score -2.451537e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -24515366.000000 Penalty: 6042.188477
	Iteration 77Q: 3 clusters Score -2.451537e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -24515340.000000 Penalty: 6042.188477
	Iteration 78Q: 3 clusters Score -2.451534e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -24515300.000000 Penalty: 6042.188477
	Iteration 79Q: 3 clusters Score -2.45153e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -24515300.000000 Penalty: 6042.188477
	Iteration 80F: 3 clusters Score -2.45153e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -24515308.000000 Penalty: 6042.188477
	Iteration 81Q: 3 clusters Score -2.451531e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 169377 members 
Entering Unmasked Estep 
Score: -24515252.000000 Penalty: 6042.188477
	Iteration 82Q: 3 clusters Score -2.451525e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -24515252.000000 Penalty: 6042.188477
	Iteration 83Q: 3 clusters Score -2.451525e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 169670 members 
Entering Unmasked Estep 
Score: -24515240.000000 Penalty: 6042.188477
	Iteration 84Q: 3 clusters Score -2.451524e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -24515214.000000 Penalty: 6042.188477
	Iteration 85Q: 3 clusters Score -2.451521e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 169957 members 
Entering Unmasked Estep 
Score: -24515184.000000 Penalty: 6042.188477
	Iteration 86Q: 3 clusters Score -2.451518e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -24515116.000000 Penalty: 6042.188477
	Iteration 87Q: 3 clusters Score -2.451512e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -24515110.000000 Penalty: 6042.188477
	Iteration 88Q: 3 clusters Score -2.451511e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 170488 members 
Entering Unmasked Estep 
Score: -24515058.000000 Penalty: 6042.188477
	Iteration 89Q: 3 clusters Score -2.451506e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -24515026.000000 Penalty: 6042.188477
	Iteration 90Q: 3 clusters Score -2.451503e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -24515046.000000 Penalty: 6042.188477
	Iteration 91Q: 3 clusters Score -2.451505e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -24514972.000000 Penalty: 6042.188477
	Iteration 92Q: 3 clusters Score -2.451497e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -24515006.000000 Penalty: 6042.188477
	Iteration 93Q: 3 clusters Score -2.451501e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -24514988.000000 Penalty: 6042.188477
	Iteration 94Q: 3 clusters Score -2.451499e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -24514980.000000 Penalty: 6042.188477
	Iteration 95Q: 3 clusters Score -2.451498e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -24514956.000000 Penalty: 6042.188477
	Iteration 96Q: 3 clusters Score -2.451496e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 171759 members 
Entering Unmasked Estep 
Score: -24514952.000000 Penalty: 6042.188477
	Iteration 97Q: 3 clusters Score -2.451495e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -24514996.000000 Penalty: 6042.188477
	Iteration 98Q: 3 clusters Score -2.4515e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -24514956.000000 Penalty: 6042.188477
	Iteration 99Q: 3 clusters Score -2.451496e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -24514916.000000 Penalty: 6042.188477
	Iteration 100F: 3 clusters Score -2.451492e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 172449 members 
Entering Unmasked Estep 
Score: -24514854.000000 Penalty: 6042.188477
	Iteration 101Q: 3 clusters Score -2.451485e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 172595 members 
Entering Unmasked Estep 
Score: -24514840.000000 Penalty: 6042.188477
	Iteration 102Q: 3 clusters Score -2.451484e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 172708 members 
Entering Unmasked Estep 
Score: -24514840.000000 Penalty: 6042.188477
	Iteration 103Q: 3 clusters Score -2.451484e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -24514800.000000 Penalty: 6042.188477
	Iteration 104Q: 3 clusters Score -2.45148e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -24514826.000000 Penalty: 6042.188477
	Iteration 105Q: 3 clusters Score -2.451483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -24514794.000000 Penalty: 6042.188477
	Iteration 106Q: 3 clusters Score -2.451479e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -24514796.000000 Penalty: 6042.188477
	Iteration 107Q: 3 clusters Score -2.45148e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -24514828.000000 Penalty: 6042.188477
	Iteration 108Q: 3 clusters Score -2.451483e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 173192 members 
Entering Unmasked Estep 
Score: -24514814.000000 Penalty: 6042.188477
	Iteration 109Q: 3 clusters Score -2.451481e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 173269 members 
Entering Unmasked Estep 
Score: -24514780.000000 Penalty: 6042.188477
	Iteration 110Q: 3 clusters Score -2.451478e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 173346 members 
Entering Unmasked Estep 
Score: -24514802.000000 Penalty: 6042.188477
	Iteration 111Q: 3 clusters Score -2.45148e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 173420 members 
Entering Unmasked Estep 
Score: -24514802.000000 Penalty: 6042.188477
	Iteration 112Q: 3 clusters Score -2.45148e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 173484 members 
Entering Unmasked Estep 
Score: -24514804.000000 Penalty: 6042.188477
	Iteration 113Q: 3 clusters Score -2.45148e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -24514810.000000 Penalty: 6042.188477
	Iteration 114Q: 3 clusters Score -2.451481e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 173640 members 
Entering Unmasked Estep 
Score: -24514768.000000 Penalty: 6042.188477
	Iteration 115Q: 3 clusters Score -2.451477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 173719 members 
Entering Unmasked Estep 
Score: -24514746.000000 Penalty: 6042.188477
	Iteration 116Q: 3 clusters Score -2.451475e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 173804 members 
Entering Unmasked Estep 
Score: -24514720.000000 Penalty: 6042.188477
	Iteration 117Q: 3 clusters Score -2.451472e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 173918 members 
Entering Unmasked Estep 
Score: -24514734.000000 Penalty: 6042.188477
	Iteration 118Q: 3 clusters Score -2.451473e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -24514718.000000 Penalty: 6042.188477
	Iteration 119Q: 3 clusters Score -2.451472e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -24514688.000000 Penalty: 6042.188477
	Iteration 120F: 3 clusters Score -2.451469e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 174294 members 
Entering Unmasked Estep 
Score: -24514688.000000 Penalty: 6042.188477
	Iteration 121Q: 3 clusters Score -2.451469e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -24514700.000000 Penalty: 6042.188477
	Iteration 122Q: 3 clusters Score -2.45147e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -24514674.000000 Penalty: 6042.188477
	Iteration 123Q: 3 clusters Score -2.451467e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 174617 members 
Entering Unmasked Estep 
Score: -24514710.000000 Penalty: 6042.188477
	Iteration 124Q: 3 clusters Score -2.451471e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 174709 members 
Entering Unmasked Estep 
Score: -24514662.000000 Penalty: 6042.188477
	Iteration 125Q: 3 clusters Score -2.451466e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -24514658.000000 Penalty: 6042.188477
	Iteration 126Q: 3 clusters Score -2.451466e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -24514644.000000 Penalty: 6042.188477
	Iteration 127Q: 3 clusters Score -2.451464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 174917 members 
Entering Unmasked Estep 
Score: -24514634.000000 Penalty: 6042.188477
	Iteration 128Q: 3 clusters Score -2.451463e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -24514610.000000 Penalty: 6042.188477
	Iteration 129Q: 3 clusters Score -2.451461e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -24514588.000000 Penalty: 6042.188477
	Iteration 130Q: 3 clusters Score -2.451459e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -24514590.000000 Penalty: 6042.188477
	Iteration 131Q: 3 clusters Score -2.451459e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -24514576.000000 Penalty: 6042.188477
	Iteration 132Q: 3 clusters Score -2.451458e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 175321 members 
Entering Unmasked Estep 
Score: -24514588.000000 Penalty: 6042.188477
	Iteration 133Q: 3 clusters Score -2.451459e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 175408 members 
Entering Unmasked Estep 
Score: -24514564.000000 Penalty: 6042.188477
	Iteration 134Q: 3 clusters Score -2.451456e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 175485 members 
Entering Unmasked Estep 
Score: -24514536.000000 Penalty: 6042.188477
	Iteration 135Q: 3 clusters Score -2.451454e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 175564 members 
Entering Unmasked Estep 
Score: -24514520.000000 Penalty: 6042.188477
	Iteration 136Q: 3 clusters Score -2.451452e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -24514546.000000 Penalty: 6042.188477
	Iteration 137Q: 3 clusters Score -2.451455e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -24514534.000000 Penalty: 6042.188477
	Iteration 138Q: 3 clusters Score -2.451453e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -24514530.000000 Penalty: 6042.188477
	Iteration 139Q: 3 clusters Score -2.451453e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -24514464.000000 Penalty: 6042.188477
	Iteration 140F: 3 clusters Score -2.451446e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -24514476.000000 Penalty: 6042.188477
	Iteration 141Q: 3 clusters Score -2.451448e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -24514442.000000 Penalty: 6042.188477
	Iteration 142Q: 3 clusters Score -2.451444e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 176030 members 
Entering Unmasked Estep 
Score: -24514438.000000 Penalty: 6042.188477
	Iteration 143Q: 3 clusters Score -2.451444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -24514450.000000 Penalty: 6042.188477
	Iteration 144Q: 3 clusters Score -2.451445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -24514456.000000 Penalty: 6042.188477
	Iteration 145Q: 3 clusters Score -2.451446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 176190 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6042.188477
	Iteration 146Q: 3 clusters Score -2.451442e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -24514402.000000 Penalty: 6042.188477
	Iteration 147Q: 3 clusters Score -2.45144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 176298 members 
Entering Unmasked Estep 
Score: -24514400.000000 Penalty: 6042.188477
	Iteration 148Q: 3 clusters Score -2.45144e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -24514412.000000 Penalty: 6042.188477
	Iteration 149Q: 3 clusters Score -2.451441e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 176416 members 
Entering Unmasked Estep 
Score: -24514360.000000 Penalty: 6042.188477
	Iteration 150Q: 3 clusters Score -2.451436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -24514324.000000 Penalty: 6042.188477
	Iteration 151Q: 3 clusters Score -2.451432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -24514316.000000 Penalty: 6042.188477
	Iteration 152Q: 3 clusters Score -2.451432e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -24514348.000000 Penalty: 6042.188477
	Iteration 153Q: 3 clusters Score -2.451435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -24514362.000000 Penalty: 6042.188477
	Iteration 154Q: 3 clusters Score -2.451436e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 176731 members 
Entering Unmasked Estep 
Score: -24514300.000000 Penalty: 6042.188477
	Iteration 155Q: 3 clusters Score -2.45143e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 176804 members 
Entering Unmasked Estep 
Score: -24514290.000000 Penalty: 6042.188477
	Iteration 156Q: 3 clusters Score -2.451429e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 176882 members 
Entering Unmasked Estep 
Score: -24514312.000000 Penalty: 6042.188477
	Iteration 157Q: 3 clusters Score -2.451431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -24514298.000000 Penalty: 6042.188477
	Iteration 158Q: 3 clusters Score -2.45143e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -24514236.000000 Penalty: 6042.188477
	Iteration 159Q: 3 clusters Score -2.451424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -24514218.000000 Penalty: 6042.188477
	Iteration 160F: 3 clusters Score -2.451422e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 177208 members 
Entering Unmasked Estep 
Score: -24514214.000000 Penalty: 6042.188477
	Iteration 161Q: 3 clusters Score -2.451421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 177288 members 
Entering Unmasked Estep 
Score: -24514196.000000 Penalty: 6042.188477
	Iteration 162Q: 3 clusters Score -2.45142e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -24514156.000000 Penalty: 6042.188477
	Iteration 163Q: 3 clusters Score -2.451416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 177402 members 
Entering Unmasked Estep 
Score: -24514164.000000 Penalty: 6042.188477
	Iteration 164Q: 3 clusters Score -2.451416e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 177447 members 
Entering Unmasked Estep 
Score: -24514164.000000 Penalty: 6042.188477
	Iteration 165Q: 3 clusters Score -2.451416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 177487 members 
Entering Unmasked Estep 
Score: -24514170.000000 Penalty: 6042.188477
	Iteration 166Q: 3 clusters Score -2.451417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -24514142.000000 Penalty: 6042.188477
	Iteration 167Q: 3 clusters Score -2.451414e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -24514132.000000 Penalty: 6042.188477
	Iteration 168Q: 3 clusters Score -2.451413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -24514146.000000 Penalty: 6042.188477
	Iteration 169Q: 3 clusters Score -2.451415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -24514120.000000 Penalty: 6042.188477
	Iteration 170Q: 3 clusters Score -2.451412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -24514084.000000 Penalty: 6042.188477
	Iteration 171Q: 3 clusters Score -2.451408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -24514106.000000 Penalty: 6042.188477
	Iteration 172Q: 3 clusters Score -2.451411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -24514110.000000 Penalty: 6042.188477
	Iteration 173Q: 3 clusters Score -2.451411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -24514094.000000 Penalty: 6042.188477
	Iteration 174Q: 3 clusters Score -2.451409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 177736 members 
Entering Unmasked Estep 
Score: -24514078.000000 Penalty: 6042.188477
	Iteration 175Q: 3 clusters Score -2.451408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 177746 members 
Entering Unmasked Estep 
Score: -24514088.000000 Penalty: 6042.188477
	Iteration 176Q: 3 clusters Score -2.451409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 177752 members 
Entering Unmasked Estep 
Score: -24514078.000000 Penalty: 6042.188477
	Iteration 177Q: 3 clusters Score -2.451408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 177756 members 
Entering Unmasked Estep 
Score: -24514080.000000 Penalty: 6042.188477
	Iteration 178Q: 3 clusters Score -2.451408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 177758 members 
Entering Unmasked Estep 
Score: -24514068.000000 Penalty: 6042.188477
	Iteration 179Q: 3 clusters Score -2.451407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 177763 members 
Entering Unmasked Estep 
Score: -24514074.000000 Penalty: 6042.188477
	Iteration 180F: 3 clusters Score -2.451407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 177767 members 
Entering Unmasked Estep 
Score: -24514064.000000 Penalty: 6042.188477
	Iteration 181Q: 3 clusters Score -2.451406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -24514066.000000 Penalty: 6042.188477
	Iteration 182Q: 3 clusters Score -2.451407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 177773 members 
Entering Unmasked Estep 
Score: -24514058.000000 Penalty: 6042.188477
	Iteration 183Q: 3 clusters Score -2.451406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 177776 members 
Entering Unmasked Estep 
Score: -24514066.000000 Penalty: 6042.188477
	Iteration 184Q: 3 clusters Score -2.451407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -24514072.000000 Penalty: 6042.188477
	Iteration 185Q: 3 clusters Score -2.451407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 177782 members 
Entering Unmasked Estep 
Score: -24514076.000000 Penalty: 6042.188477
	Iteration 186Q: 3 clusters Score -2.451408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -24514084.000000 Penalty: 6042.188477
	Iteration 187Q: 3 clusters Score -2.451408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -24514090.000000 Penalty: 6042.188477
	Iteration 188Q: 3 clusters Score -2.451409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 177790 members 
Entering Unmasked Estep 
Score: -24514082.000000 Penalty: 6042.188477
	Iteration 189Q: 3 clusters Score -2.451408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -24514080.000000 Penalty: 6042.188477
	Iteration 190Q: 3 clusters Score -2.451408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -24514080.000000 Penalty: 6042.188477
	Iteration 191F: 3 clusters Score -2.451408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 70751 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155988 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 17419 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47547 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 177791 members 
Mstep: Class 22 contains 156765 members 
Entering Unmasked Estep 
Score: -105750960.000000 Penalty: 74535.210938
Splitting cluster 15 changes total score from -105750944.000000 to -105750960.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -191054.421875 Penalty: 1821.650513
	Iteration 0F: 2 clusters Score -191054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188724.187500 Penalty: 3643.301025
	Iteration 0F: 3 clusters Score -188724.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189090.718750 Penalty: 3643.301025
	Iteration 1F: 3 clusters Score -189090.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189181.609375 Penalty: 3643.301025
	Iteration 2F: 3 clusters Score -189181.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189229.687500 Penalty: 3643.301025
	Iteration 3Q: 3 clusters Score -189229.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -189259.421875 Penalty: 3643.301025
	Iteration 4Q: 3 clusters Score -189259.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -189283.359375 Penalty: 3643.301025
	Iteration 5Q: 3 clusters Score -189283.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -189305.281250 Penalty: 3643.301025
	Iteration 6Q: 3 clusters Score -189305.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -189320.218750 Penalty: 3643.301025
	Iteration 7Q: 3 clusters Score -189320.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189332.750000 Penalty: 3643.301025
	Iteration 8Q: 3 clusters Score -189332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189341.718750 Penalty: 3643.301025
	Iteration 9Q: 3 clusters Score -189341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189346.921875 Penalty: 3643.301025
	Iteration 10Q: 3 clusters Score -189346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189349.718750 Penalty: 3643.301025
	Iteration 11Q: 3 clusters Score -189349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189352.906250 Penalty: 3643.301025
	Iteration 12Q: 3 clusters Score -189352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189354.796875 Penalty: 3643.301025
	Iteration 13Q: 3 clusters Score -189354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189355.734375 Penalty: 3643.301025
	Iteration 14Q: 3 clusters Score -189355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -189356.234375 Penalty: 3643.301025
	Iteration 15Q: 3 clusters Score -189356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189358.062500 Penalty: 3643.301025
	Iteration 16Q: 3 clusters Score -189358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189360.593750 Penalty: 3643.301025
	Iteration 17Q: 3 clusters Score -189360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -189367.937500 Penalty: 3643.301025
	Iteration 18Q: 3 clusters Score -189367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -189369.453125 Penalty: 3643.301025
	Iteration 19Q: 3 clusters Score -189369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -189370.875000 Penalty: 3643.301025
	Iteration 20F: 3 clusters Score -189370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189373.375000 Penalty: 3643.301025
	Iteration 21Q: 3 clusters Score -189373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189373.375000 Penalty: 3643.301025
	Iteration 22F: 3 clusters Score -189373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Entering Unmasked Estep 
Score: -5960587.500000 Penalty: 2670.829590
	Iteration 0F: 2 clusters Score -5960588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5928718.000000 Penalty: 5341.659180
	Iteration 0F: 3 clusters Score -5928718 nChanged 21897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -5940610.000000 Penalty: 5341.659180
	Iteration 1F: 3 clusters Score -5940610 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -5941057.000000 Penalty: 5341.659180
	Iteration 2Q: 3 clusters Score -5941057 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5941550.500000 Penalty: 5341.659180
	Iteration 3Q: 3 clusters Score -5941550 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -5942074.500000 Penalty: 5341.659180
	Iteration 4Q: 3 clusters Score -5942074 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -5942715.500000 Penalty: 5341.659180
	Iteration 5Q: 3 clusters Score -5942716 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -5943708.000000 Penalty: 5341.659180
	Iteration 6Q: 3 clusters Score -5943708 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5945231.000000 Penalty: 5341.659180
	Iteration 7F: 3 clusters Score -5945231 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5947609.500000 Penalty: 5341.659180
	Iteration 8F: 3 clusters Score -5947610 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5951034.500000 Penalty: 5341.659180
	Iteration 9F: 3 clusters Score -5951034 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5954850.000000 Penalty: 5341.659180
	Iteration 10F: 3 clusters Score -5954850 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -5957176.000000 Penalty: 5341.659180
	Iteration 11F: 3 clusters Score -5957176 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5958049.500000 Penalty: 5341.659180
	Iteration 12Q: 3 clusters Score -5958050 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5958443.500000 Penalty: 5341.659180
	Iteration 13Q: 3 clusters Score -5958444 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -5958668.500000 Penalty: 5341.659180
	Iteration 14Q: 3 clusters Score -5958668 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -5958769.500000 Penalty: 5341.659180
	Iteration 15Q: 3 clusters Score -5958770 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -5958809.500000 Penalty: 5341.659180
	Iteration 16Q: 3 clusters Score -5958810 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -5958866.500000 Penalty: 5341.659180
	Iteration 17Q: 3 clusters Score -5958866 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -5958871.500000 Penalty: 5341.659180
	Iteration 18Q: 3 clusters Score -5958872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -5958879.500000 Penalty: 5341.659180
	Iteration 19Q: 3 clusters Score -5958880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -5958874.500000 Penalty: 5341.659180
	Iteration 20F: 3 clusters Score -5958874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5958887.000000 Penalty: 5341.659180
	Iteration 21Q: 3 clusters Score -5958887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -5958910.000000 Penalty: 5341.659180
	Iteration 22Q: 3 clusters Score -5958910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5958917.000000 Penalty: 5341.659180
	Iteration 23Q: 3 clusters Score -5958917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -5958927.000000 Penalty: 5341.659180
	Iteration 24Q: 3 clusters Score -5958927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -5958924.500000 Penalty: 5341.659180
	Iteration 25Q: 3 clusters Score -5958924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -5958927.000000 Penalty: 5341.659180
	Iteration 26Q: 3 clusters Score -5958927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5958929.000000 Penalty: 5341.659180
	Iteration 27Q: 3 clusters Score -5958929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5958927.500000 Penalty: 5341.659180
	Iteration 28Q: 3 clusters Score -5958928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -5958924.000000 Penalty: 5341.659180
	Iteration 29Q: 3 clusters Score -5958924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5958933.500000 Penalty: 5341.659180
	Iteration 30Q: 3 clusters Score -5958934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -5958930.500000 Penalty: 5341.659180
	Iteration 31Q: 3 clusters Score -5958930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5958927.500000 Penalty: 5341.659180
	Iteration 32Q: 3 clusters Score -5958928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5958931.500000 Penalty: 5341.659180
	Iteration 33Q: 3 clusters Score -5958932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5958929.500000 Penalty: 5341.659180
	Iteration 34Q: 3 clusters Score -5958930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5958931.500000 Penalty: 5341.659180
	Iteration 35Q: 3 clusters Score -5958932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5958927.000000 Penalty: 5341.659180
	Iteration 36Q: 3 clusters Score -5958927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5958926.500000 Penalty: 5341.659180
	Iteration 37Q: 3 clusters Score -5958926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5958928.000000 Penalty: 5341.659180
	Iteration 38Q: 3 clusters Score -5958928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5958928.000000 Penalty: 5341.659180
	Iteration 39Q: 3 clusters Score -5958928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -5958928.500000 Penalty: 5341.659180
	Iteration 40F: 3 clusters Score -5958928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -100650.453125 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -100650.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98822.882812 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -98822.88 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99091.539062 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -99091.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99170.390625 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -99170.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99217.921875 Penalty: 3336.806152
	Iteration 3Q: 3 clusters Score -99217.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99240.273438 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -99240.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99248.718750 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -99248.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99256.585938 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -99256.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99267.820312 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -99267.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99272.460938 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -99272.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99280.710938 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -99280.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99292.960938 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -99292.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99307.039062 Penalty: 3336.806152
	Iteration 11Q: 3 clusters Score -99307.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99314.335938 Penalty: 3336.806152
	Iteration 12Q: 3 clusters Score -99314.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99316.937500 Penalty: 3336.806152
	Iteration 13Q: 3 clusters Score -99316.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99321.117188 Penalty: 3336.806152
	Iteration 14Q: 3 clusters Score -99321.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99321.992188 Penalty: 3336.806152
	Iteration 15Q: 3 clusters Score -99321.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99322.828125 Penalty: 3336.806152
	Iteration 16Q: 3 clusters Score -99322.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99324.953125 Penalty: 3336.806152
	Iteration 17Q: 3 clusters Score -99324.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99327.742188 Penalty: 3336.806152
	Iteration 18Q: 3 clusters Score -99327.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99327.742188 Penalty: 3336.806152
	Iteration 19F: 3 clusters Score -99327.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -40348.890625 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -40348.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39047.914062 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -39047.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39205.523438 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -39205.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39310.292969 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -39310.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39404.894531 Penalty: 2915.356934
	Iteration 3F: 3 clusters Score -39404.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39481.968750 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -39481.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39572.914062 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -39572.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39638.667969 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -39638.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39683.000000 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -39683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39765.777344 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -39765.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40134.800781 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -40134.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40198.472656 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -40198.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40225.167969 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -40225.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40275.867188 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -40275.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40281.210938 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -40281.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40287.632812 Penalty: 2915.356934
	Iteration 14Q: 3 clusters Score -40287.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40291.632812 Penalty: 2915.356934
	Iteration 15Q: 3 clusters Score -40291.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40291.632812 Penalty: 2915.356934
	Iteration 16F: 3 clusters Score -40291.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32428.712891 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32428.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31228.246094 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -31228.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31332.000000 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31366.013672 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -31366.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31393.304688 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31401.328125 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31401.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31408.119141 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31408.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31415.083984 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31415.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31427.187500 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -31427.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31451.910156 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -31451.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31456.818359 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -31456.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31458.761719 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -31458.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31458.761719 Penalty: 2848.529785
	Iteration 11F: 3 clusters Score -31458.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Entering Unmasked Estep 
Score: -19817674.000000 Penalty: 2966.700928
	Iteration 0F: 2 clusters Score -1.981767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -19715970.000000 Penalty: 5933.401855
	Iteration 0F: 3 clusters Score -1.971597e+07 nChanged 74986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -19759864.000000 Penalty: 5933.401855
	Iteration 1F: 3 clusters Score -1.975986e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -19761020.000000 Penalty: 5933.401855
	Iteration 2Q: 3 clusters Score -1.976102e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -19762606.000000 Penalty: 5933.401855
	Iteration 3Q: 3 clusters Score -1.976261e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -19765158.000000 Penalty: 5933.401855
	Iteration 4Q: 3 clusters Score -1.976516e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -19769602.000000 Penalty: 5933.401855
	Iteration 5F: 3 clusters Score -1.97696e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -19777276.000000 Penalty: 5933.401855
	Iteration 6F: 3 clusters Score -1.977728e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -19788086.000000 Penalty: 5933.401855
	Iteration 7F: 3 clusters Score -1.978809e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -19800118.000000 Penalty: 5933.401855
	Iteration 8F: 3 clusters Score -1.980012e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -19808916.000000 Penalty: 5933.401855
	Iteration 9F: 3 clusters Score -1.980892e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -19812830.000000 Penalty: 5933.401855
	Iteration 10Q: 3 clusters Score -1.981283e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19814228.000000 Penalty: 5933.401855
	Iteration 11Q: 3 clusters Score -1.981423e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19814700.000000 Penalty: 5933.401855
	Iteration 12Q: 3 clusters Score -1.98147e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19814896.000000 Penalty: 5933.401855
	Iteration 13Q: 3 clusters Score -1.98149e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19814988.000000 Penalty: 5933.401855
	Iteration 14Q: 3 clusters Score -1.981499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19815036.000000 Penalty: 5933.401855
	Iteration 15Q: 3 clusters Score -1.981504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19815056.000000 Penalty: 5933.401855
	Iteration 16Q: 3 clusters Score -1.981506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156489 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19815056.000000 Penalty: 5933.401855
	Iteration 17Q: 3 clusters Score -1.981506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19815072.000000 Penalty: 5933.401855
	Iteration 18Q: 3 clusters Score -1.981507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19815082.000000 Penalty: 5933.401855
	Iteration 19Q: 3 clusters Score -1.981508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19815080.000000 Penalty: 5933.401855
	Iteration 20F: 3 clusters Score -1.981508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19815096.000000 Penalty: 5933.401855
	Iteration 21Q: 3 clusters Score -1.98151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19815098.000000 Penalty: 5933.401855
	Iteration 22Q: 3 clusters Score -1.98151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19815102.000000 Penalty: 5933.401855
	Iteration 23Q: 3 clusters Score -1.98151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19815104.000000 Penalty: 5933.401855
	Iteration 24Q: 3 clusters Score -1.98151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19815096.000000 Penalty: 5933.401855
	Iteration 25Q: 3 clusters Score -1.98151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19815110.000000 Penalty: 5933.401855
	Iteration 26Q: 3 clusters Score -1.981511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19815096.000000 Penalty: 5933.401855
	Iteration 27Q: 3 clusters Score -1.98151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19815098.000000 Penalty: 5933.401855
	Iteration 28Q: 3 clusters Score -1.98151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19815106.000000 Penalty: 5933.401855
	Iteration 29Q: 3 clusters Score -1.981511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19815114.000000 Penalty: 5933.401855
	Iteration 30Q: 3 clusters Score -1.981511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19815114.000000 Penalty: 5933.401855
	Iteration 31Q: 3 clusters Score -1.981511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19815112.000000 Penalty: 5933.401855
	Iteration 32Q: 3 clusters Score -1.981511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19815112.000000 Penalty: 5933.401855
	Iteration 33F: 3 clusters Score -1.981511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 70751 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155988 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 17419 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47547 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 22 contains 156765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751640.000000 Penalty: 74535.210938
Iteration 399Q: 23 clusters Score -1.057516e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 70945 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 156264 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 17973 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 47120 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 176419 members 
Mstep: Class 22 contains 157122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105752952.000000 Penalty: 74535.210938
Iteration 400F: 23 clusters Score -1.05753e+08 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174144 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 70814 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 155563 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17714 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 18262 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 178624 members 
Mstep: Class 22 contains 156478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753256.000000 Penalty: 74535.210938
Iteration 401Q: 23 clusters Score -1.057533e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 6621 members 
Mstep: Class 3 contains 20471 members 
Mstep: Class 4 contains 70775 members 
Mstep: Class 5 contains 3601 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 154947 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17608 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 18498 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 180527 members 
Mstep: Class 22 contains 155896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753712.000000 Penalty: 74535.210938
Iteration 402Q: 23 clusters Score -1.057537e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 6610 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 70796 members 
Mstep: Class 5 contains 3601 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 154340 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17530 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 18695 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 46548 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 182328 members 
Mstep: Class 22 contains 155412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753744.000000 Penalty: 74535.210938
Iteration 403Q: 23 clusters Score -1.057537e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 20227 members 
Mstep: Class 4 contains 70818 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 153793 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17462 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46446 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 183917 members 
Mstep: Class 22 contains 155043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753720.000000 Penalty: 74535.210938
Iteration 404Q: 23 clusters Score -1.057537e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171942 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 20124 members 
Mstep: Class 4 contains 70849 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 153311 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17402 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 46354 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 185359 members 
Mstep: Class 22 contains 154717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753576.000000 Penalty: 74535.210938
Iteration 405Q: 23 clusters Score -1.057536e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 20029 members 
Mstep: Class 4 contains 70881 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152847 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17349 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19171 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 46284 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 186626 members 
Mstep: Class 22 contains 154510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753592.000000 Penalty: 74535.210938
Iteration 406Q: 23 clusters Score -1.057536e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 19921 members 
Mstep: Class 4 contains 70902 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152515 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17298 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19325 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 46222 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 187722 members 
Mstep: Class 22 contains 154343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753552.000000 Penalty: 74535.210938
Iteration 407Q: 23 clusters Score -1.057536e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 19828 members 
Mstep: Class 4 contains 70928 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152259 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17268 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19466 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 46159 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 188629 members 
Mstep: Class 22 contains 154265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753472.000000 Penalty: 74535.210938
Iteration 408Q: 23 clusters Score -1.057535e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169807 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 19755 members 
Mstep: Class 4 contains 70945 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152064 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17234 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19618 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 46085 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189380 members 
Mstep: Class 22 contains 154245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753408.000000 Penalty: 74535.210938
Iteration 409Q: 23 clusters Score -1.057534e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 6542 members 
Mstep: Class 3 contains 19685 members 
Mstep: Class 4 contains 70953 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151925 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17229 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189957 members 
Mstep: Class 22 contains 154258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753248.000000 Penalty: 74535.210938
Iteration 410Q: 23 clusters Score -1.057532e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 19631 members 
Mstep: Class 4 contains 70960 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151781 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17204 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 45974 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190426 members 
Mstep: Class 22 contains 154269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753152.000000 Penalty: 74535.210938
Iteration 411Q: 23 clusters Score -1.057532e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 19583 members 
Mstep: Class 4 contains 70976 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151671 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 19957 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 45932 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190746 members 
Mstep: Class 22 contains 154295 members 
Entering Unmasked Estep 
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Score: -105753152.000000 Penalty: 74535.210938
Iteration 412Q: 23 clusters Score -1.057532e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 70993 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151621 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20040 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 45883 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190976 members 
Mstep: Class 22 contains 154353 members 
Entering Unmasked Estep 
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Score: -105753120.000000 Penalty: 74535.210938
Iteration 413Q: 23 clusters Score -1.057531e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 19502 members 
Mstep: Class 4 contains 71015 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151621 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17138 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20130 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 45833 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191099 members 
Mstep: Class 22 contains 154395 members 
Entering Unmasked Estep 
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Score: -105753208.000000 Penalty: 74535.210938
Iteration 414Q: 23 clusters Score -1.057532e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168294 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 19480 members 
Mstep: Class 4 contains 71046 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151665 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17126 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45780 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191148 members 
Mstep: Class 22 contains 154448 members 
Entering Unmasked Estep 
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Score: -105753056.000000 Penalty: 74535.210938
Iteration 415Q: 23 clusters Score -1.057531e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 19461 members 
Mstep: Class 4 contains 71068 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151733 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17117 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20283 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191190 members 
Mstep: Class 22 contains 154469 members 
Entering Unmasked Estep 
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Score: -105752864.000000 Penalty: 74535.210938
Iteration 416Q: 23 clusters Score -1.057529e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168065 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 19444 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151801 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45683 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191194 members 
Mstep: Class 22 contains 154495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105752952.000000 Penalty: 74535.210938
Iteration 417Q: 23 clusters Score -1.05753e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167988 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 19422 members 
Mstep: Class 4 contains 71091 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151879 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20403 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 45643 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191167 members 
Mstep: Class 22 contains 154531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753032.000000 Penalty: 74535.210938
Iteration 418Q: 23 clusters Score -1.05753e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 19405 members 
Mstep: Class 4 contains 71109 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 151942 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20480 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45598 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191109 members 
Mstep: Class 22 contains 154538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753216.000000 Penalty: 74535.210938
Iteration 419Q: 23 clusters Score -1.057532e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 19388 members 
Mstep: Class 4 contains 71114 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152024 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17072 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20564 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 45551 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 191057 members 
Mstep: Class 22 contains 154505 members 
Entering Unmasked Estep 
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Score: -105753080.000000 Penalty: 74535.210938
Iteration 420F: 23 clusters Score -1.057531e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167922 members 
Mstep: Class 2 contains 6475 members 
Mstep: Class 3 contains 19373 members 
Mstep: Class 4 contains 71124 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152115 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17060 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20641 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 45508 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190984 members 
Mstep: Class 22 contains 154491 members 
Entering Unmasked Estep 
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Score: -105753264.000000 Penalty: 74535.210938
Iteration 421Q: 23 clusters Score -1.057533e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 19351 members 
Mstep: Class 4 contains 71131 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152199 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17051 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20721 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45462 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190914 members 
Mstep: Class 22 contains 154450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753336.000000 Penalty: 74535.210938
Iteration 422Q: 23 clusters Score -1.057533e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 19337 members 
Mstep: Class 4 contains 71131 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152270 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17042 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20799 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45413 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190858 members 
Mstep: Class 22 contains 154403 members 
Entering Unmasked Estep 
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Score: -105753424.000000 Penalty: 74535.210938
Iteration 423Q: 23 clusters Score -1.057534e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 71129 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152330 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17034 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20861 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 45379 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190804 members 
Mstep: Class 22 contains 154335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753232.000000 Penalty: 74535.210938
Iteration 424Q: 23 clusters Score -1.057532e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 19307 members 
Mstep: Class 4 contains 71125 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152375 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17021 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20926 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 45350 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190753 members 
Mstep: Class 22 contains 154285 members 
Entering Unmasked Estep 
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Score: -105753120.000000 Penalty: 74535.210938
Iteration 425Q: 23 clusters Score -1.057531e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168113 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 19293 members 
Mstep: Class 4 contains 71126 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152408 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 17006 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 20988 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 45319 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190710 members 
Mstep: Class 22 contains 154255 members 
Entering Unmasked Estep 
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Iteration 426Q: 23 clusters Score -1.057533e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168156 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 19275 members 
Mstep: Class 4 contains 71121 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152441 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16997 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21061 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 45292 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190642 members 
Mstep: Class 22 contains 154230 members 
Entering Unmasked Estep 
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Score: -105753208.000000 Penalty: 74535.210938
Iteration 427Q: 23 clusters Score -1.057532e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 71114 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152487 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16991 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21136 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 45266 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190593 members 
Mstep: Class 22 contains 154171 members 
Entering Unmasked Estep 
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Iteration 428Q: 23 clusters Score -1.057532e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 19246 members 
Mstep: Class 4 contains 71107 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152509 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16987 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21205 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 45245 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190554 members 
Mstep: Class 22 contains 154129 members 
Entering Unmasked Estep 
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Iteration 429Q: 23 clusters Score -1.057533e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168283 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 19227 members 
Mstep: Class 4 contains 71107 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152524 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16986 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21278 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 45220 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190505 members 
Mstep: Class 22 contains 154085 members 
Entering Unmasked Estep 
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Iteration 430Q: 23 clusters Score -1.057533e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168327 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 19214 members 
Mstep: Class 4 contains 71100 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152542 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16981 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21342 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 45201 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190470 members 
Mstep: Class 22 contains 154037 members 
Entering Unmasked Estep 
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Iteration 431Q: 23 clusters Score -1.057535e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 71097 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152547 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16976 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21412 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190434 members 
Mstep: Class 22 contains 154007 members 
Entering Unmasked Estep 
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Iteration 432Q: 23 clusters Score -1.057535e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 19191 members 
Mstep: Class 4 contains 71091 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152535 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16972 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21473 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 45165 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190410 members 
Mstep: Class 22 contains 153980 members 
Entering Unmasked Estep 
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Iteration 433Q: 23 clusters Score -1.057534e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168422 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 71091 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152528 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16972 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21540 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 45146 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190384 members 
Mstep: Class 22 contains 153942 members 
Entering Unmasked Estep 
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Iteration 434Q: 23 clusters Score -1.057534e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 71087 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152513 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16973 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21592 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190352 members 
Mstep: Class 22 contains 153925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753480.000000 Penalty: 74535.210938
Iteration 435Q: 23 clusters Score -1.057535e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19173 members 
Mstep: Class 4 contains 71085 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152488 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16975 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21656 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45108 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190329 members 
Mstep: Class 22 contains 153918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753576.000000 Penalty: 74535.210938
Iteration 436Q: 23 clusters Score -1.057536e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19173 members 
Mstep: Class 4 contains 71076 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152470 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16978 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21714 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45087 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190314 members 
Mstep: Class 22 contains 153910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753608.000000 Penalty: 74535.210938
Iteration 437Q: 23 clusters Score -1.057536e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168502 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19166 members 
Mstep: Class 4 contains 71079 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152463 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16975 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21762 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45064 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190297 members 
Mstep: Class 22 contains 153889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753624.000000 Penalty: 74535.210938
Iteration 438Q: 23 clusters Score -1.057536e+08 nChanged 219
Entering ConstructFrom: 
Score: -105753624.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (168526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Entering Unmasked Estep 
Score: -21118038.000000 Penalty: 2984.641602
	Iteration 0F: 2 clusters Score -2.111804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -21007544.000000 Penalty: 5969.283203
	Iteration 0F: 3 clusters Score -2.100754e+07 nChanged 80755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -21056010.000000 Penalty: 5969.283203
	Iteration 1F: 3 clusters Score -2.105601e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -21059570.000000 Penalty: 5969.283203
	Iteration 2Q: 3 clusters Score -2.105957e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -21066250.000000 Penalty: 5969.283203
	Iteration 3F: 3 clusters Score -2.106625e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -21078142.000000 Penalty: 5969.283203
	Iteration 4F: 3 clusters Score -2.107814e+07 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145940 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -21094988.000000 Penalty: 5969.283203
	Iteration 5F: 3 clusters Score -2.109499e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -21108152.000000 Penalty: 5969.283203
	Iteration 6F: 3 clusters Score -2.110815e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -21113334.000000 Penalty: 5969.283203
	Iteration 7Q: 3 clusters Score -2.111333e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21114914.000000 Penalty: 5969.283203
	Iteration 8Q: 3 clusters Score -2.111491e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21115420.000000 Penalty: 5969.283203
	Iteration 9Q: 3 clusters Score -2.111542e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21115616.000000 Penalty: 5969.283203
	Iteration 10Q: 3 clusters Score -2.111562e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21115794.000000 Penalty: 5969.283203
	Iteration 11Q: 3 clusters Score -2.111579e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21115884.000000 Penalty: 5969.283203
	Iteration 12Q: 3 clusters Score -2.111588e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21115926.000000 Penalty: 5969.283203
	Iteration 13Q: 3 clusters Score -2.111593e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21116014.000000 Penalty: 5969.283203
	Iteration 14Q: 3 clusters Score -2.111601e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21116062.000000 Penalty: 5969.283203
	Iteration 15Q: 3 clusters Score -2.111606e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21116136.000000 Penalty: 5969.283203
	Iteration 16Q: 3 clusters Score -2.111614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21116210.000000 Penalty: 5969.283203
	Iteration 17Q: 3 clusters Score -2.111621e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21116216.000000 Penalty: 5969.283203
	Iteration 18Q: 3 clusters Score -2.111622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167546 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21116266.000000 Penalty: 5969.283203
	Iteration 19Q: 3 clusters Score -2.111627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -21116284.000000 Penalty: 5969.283203
	Iteration 20F: 3 clusters Score -2.111628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21116318.000000 Penalty: 5969.283203
	Iteration 21Q: 3 clusters Score -2.111632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21116390.000000 Penalty: 5969.283203
	Iteration 22Q: 3 clusters Score -2.111639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21116422.000000 Penalty: 5969.283203
	Iteration 23Q: 3 clusters Score -2.111642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21116458.000000 Penalty: 5969.283203
	Iteration 24Q: 3 clusters Score -2.111646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167358 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21116484.000000 Penalty: 5969.283203
	Iteration 25Q: 3 clusters Score -2.111648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21116456.000000 Penalty: 5969.283203
	Iteration 26Q: 3 clusters Score -2.111646e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21116486.000000 Penalty: 5969.283203
	Iteration 27Q: 3 clusters Score -2.111649e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167236 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21116528.000000 Penalty: 5969.283203
	Iteration 28Q: 3 clusters Score -2.111653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21116526.000000 Penalty: 5969.283203
	Iteration 29Q: 3 clusters Score -2.111653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21116534.000000 Penalty: 5969.283203
	Iteration 30Q: 3 clusters Score -2.111653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21116560.000000 Penalty: 5969.283203
	Iteration 31Q: 3 clusters Score -2.111656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167163 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21116548.000000 Penalty: 5969.283203
	Iteration 32Q: 3 clusters Score -2.111655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21116540.000000 Penalty: 5969.283203
	Iteration 33Q: 3 clusters Score -2.111654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -21116570.000000 Penalty: 5969.283203
	Iteration 34Q: 3 clusters Score -2.111657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -21116540.000000 Penalty: 5969.283203
	Iteration 35Q: 3 clusters Score -2.111654e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21116572.000000 Penalty: 5969.283203
	Iteration 36Q: 3 clusters Score -2.111657e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167026 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -21116600.000000 Penalty: 5969.283203
	Iteration 37Q: 3 clusters Score -2.11166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21116648.000000 Penalty: 5969.283203
	Iteration 38Q: 3 clusters Score -2.111665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21116660.000000 Penalty: 5969.283203
	Iteration 39Q: 3 clusters Score -2.111666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21116664.000000 Penalty: 5969.283203
	Iteration 40F: 3 clusters Score -2.111666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -21116692.000000 Penalty: 5969.283203
	Iteration 41Q: 3 clusters Score -2.111669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -21116728.000000 Penalty: 5969.283203
	Iteration 42Q: 3 clusters Score -2.111673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21116720.000000 Penalty: 5969.283203
	Iteration 43Q: 3 clusters Score -2.111672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21116754.000000 Penalty: 5969.283203
	Iteration 44Q: 3 clusters Score -2.111675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21116758.000000 Penalty: 5969.283203
	Iteration 45Q: 3 clusters Score -2.111676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21116776.000000 Penalty: 5969.283203
	Iteration 46Q: 3 clusters Score -2.111678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166786 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -21116792.000000 Penalty: 5969.283203
	Iteration 47Q: 3 clusters Score -2.111679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21116802.000000 Penalty: 5969.283203
	Iteration 48Q: 3 clusters Score -2.11168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166745 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21116812.000000 Penalty: 5969.283203
	Iteration 49Q: 3 clusters Score -2.111681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21116812.000000 Penalty: 5969.283203
	Iteration 50Q: 3 clusters Score -2.111681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21116834.000000 Penalty: 5969.283203
	Iteration 51Q: 3 clusters Score -2.111683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21116870.000000 Penalty: 5969.283203
	Iteration 52Q: 3 clusters Score -2.111687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21116878.000000 Penalty: 5969.283203
	Iteration 53Q: 3 clusters Score -2.111688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21116890.000000 Penalty: 5969.283203
	Iteration 54Q: 3 clusters Score -2.111689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21116878.000000 Penalty: 5969.283203
	Iteration 55Q: 3 clusters Score -2.111688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166598 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -21116870.000000 Penalty: 5969.283203
	Iteration 56Q: 3 clusters Score -2.111687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21116888.000000 Penalty: 5969.283203
	Iteration 57Q: 3 clusters Score -2.111689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166573 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21116882.000000 Penalty: 5969.283203
	Iteration 58Q: 3 clusters Score -2.111688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21116888.000000 Penalty: 5969.283203
	Iteration 59Q: 3 clusters Score -2.111689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21116892.000000 Penalty: 5969.283203
	Iteration 60F: 3 clusters Score -2.111689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21116892.000000 Penalty: 5969.283203
	Iteration 61Q: 3 clusters Score -2.111689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21116902.000000 Penalty: 5969.283203
	Iteration 62Q: 3 clusters Score -2.11169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166525 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21116902.000000 Penalty: 5969.283203
	Iteration 63Q: 3 clusters Score -2.11169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -21116906.000000 Penalty: 5969.283203
	Iteration 64Q: 3 clusters Score -2.111691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -21116906.000000 Penalty: 5969.283203
	Iteration 65Q: 3 clusters Score -2.111691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166514 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21116904.000000 Penalty: 5969.283203
	Iteration 66Q: 3 clusters Score -2.11169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21116928.000000 Penalty: 5969.283203
	Iteration 67Q: 3 clusters Score -2.111693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21116912.000000 Penalty: 5969.283203
	Iteration 68Q: 3 clusters Score -2.111691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21116926.000000 Penalty: 5969.283203
	Iteration 69Q: 3 clusters Score -2.111693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21116926.000000 Penalty: 5969.283203
	Iteration 70Q: 3 clusters Score -2.111693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21116926.000000 Penalty: 5969.283203
	Iteration 71F: 3 clusters Score -2.111693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -769287.437500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -769287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -763857.437500 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -763857.4 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -765314.562500 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -765314.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -765725.437500 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -765725.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -766098.687500 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -766098.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -766501.562500 Penalty: 4351.982422
	Iteration 4F: 3 clusters Score -766501.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -766925.062500 Penalty: 4351.982422
	Iteration 5F: 3 clusters Score -766925.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -767233.562500 Penalty: 4351.982422
	Iteration 6F: 3 clusters Score -767233.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -767483.687500 Penalty: 4351.982422
	Iteration 7F: 3 clusters Score -767483.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -767642.562500 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -767642.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -767761.312500 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -767761.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -767845.250000 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -767845.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -767922.187500 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -767922.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -767986.937500 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -767986.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -768030.437500 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -768030.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -768063.187500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -768063.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -768092.187500 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -768092.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -768105.875000 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -768105.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -768114.875000 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -768114.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -768130.250000 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -768130.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -768140.312500 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -768140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -768149.875000 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -768149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -768157.312500 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -768157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -768162.562500 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -768162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -768169.500000 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -768169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -768175.000000 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -768175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -768179.500000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -768179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -768179.375000 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -768179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -768181.500000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -768181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -768181.500000 Penalty: 4351.982422
	Iteration 28F: 3 clusters Score -768181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Entering Unmasked Estep 
Score: -2441884.500000 Penalty: 2445.488525
	Iteration 0F: 2 clusters Score -2441884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2428382.500000 Penalty: 4890.977051
	Iteration 0F: 3 clusters Score -2428382 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2432707.750000 Penalty: 4890.977051
	Iteration 1F: 3 clusters Score -2432708 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2433207.500000 Penalty: 4890.977051
	Iteration 2F: 3 clusters Score -2433208 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2433647.250000 Penalty: 4890.977051
	Iteration 3Q: 3 clusters Score -2433647 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2434041.750000 Penalty: 4890.977051
	Iteration 4Q: 3 clusters Score -2434042 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2434426.250000 Penalty: 4890.977051
	Iteration 5Q: 3 clusters Score -2434426 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2434785.000000 Penalty: 4890.977051
	Iteration 6Q: 3 clusters Score -2434785 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2435242.250000 Penalty: 4890.977051
	Iteration 7Q: 3 clusters Score -2435242 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2435697.750000 Penalty: 4890.977051
	Iteration 8Q: 3 clusters Score -2435698 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2436157.750000 Penalty: 4890.977051
	Iteration 9Q: 3 clusters Score -2436158 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2436567.250000 Penalty: 4890.977051
	Iteration 10Q: 3 clusters Score -2436567 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2437008.750000 Penalty: 4890.977051
	Iteration 11Q: 3 clusters Score -2437009 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2437456.750000 Penalty: 4890.977051
	Iteration 12Q: 3 clusters Score -2437457 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2437849.250000 Penalty: 4890.977051
	Iteration 13Q: 3 clusters Score -2437849 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2438232.750000 Penalty: 4890.977051
	Iteration 14Q: 3 clusters Score -2438233 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2438542.250000 Penalty: 4890.977051
	Iteration 15Q: 3 clusters Score -2438542 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2438802.000000 Penalty: 4890.977051
	Iteration 16Q: 3 clusters Score -2438802 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2439012.750000 Penalty: 4890.977051
	Iteration 17Q: 3 clusters Score -2439013 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2439164.750000 Penalty: 4890.977051
	Iteration 18Q: 3 clusters Score -2439165 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2439268.500000 Penalty: 4890.977051
	Iteration 19Q: 3 clusters Score -2439268 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2439367.250000 Penalty: 4890.977051
	Iteration 20F: 3 clusters Score -2439367 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2439465.000000 Penalty: 4890.977051
	Iteration 21Q: 3 clusters Score -2439465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2439549.500000 Penalty: 4890.977051
	Iteration 22Q: 3 clusters Score -2439550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2439609.500000 Penalty: 4890.977051
	Iteration 23Q: 3 clusters Score -2439610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2439663.750000 Penalty: 4890.977051
	Iteration 24Q: 3 clusters Score -2439664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2439701.250000 Penalty: 4890.977051
	Iteration 25Q: 3 clusters Score -2439701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2439723.500000 Penalty: 4890.977051
	Iteration 26Q: 3 clusters Score -2439724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2439750.750000 Penalty: 4890.977051
	Iteration 27Q: 3 clusters Score -2439751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2439772.250000 Penalty: 4890.977051
	Iteration 28Q: 3 clusters Score -2439772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2439780.250000 Penalty: 4890.977051
	Iteration 29Q: 3 clusters Score -2439780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2439790.000000 Penalty: 4890.977051
	Iteration 30Q: 3 clusters Score -2439790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2439799.500000 Penalty: 4890.977051
	Iteration 31Q: 3 clusters Score -2439800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2439818.750000 Penalty: 4890.977051
	Iteration 32Q: 3 clusters Score -2439819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2439827.500000 Penalty: 4890.977051
	Iteration 33Q: 3 clusters Score -2439828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2439831.500000 Penalty: 4890.977051
	Iteration 34Q: 3 clusters Score -2439832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2439837.250000 Penalty: 4890.977051
	Iteration 35Q: 3 clusters Score -2439837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2439848.000000 Penalty: 4890.977051
	Iteration 36Q: 3 clusters Score -2439848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2439856.000000 Penalty: 4890.977051
	Iteration 37Q: 3 clusters Score -2439856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2439861.750000 Penalty: 4890.977051
	Iteration 38Q: 3 clusters Score -2439862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2439868.000000 Penalty: 4890.977051
	Iteration 39Q: 3 clusters Score -2439868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2439871.500000 Penalty: 4890.977051
	Iteration 40F: 3 clusters Score -2439872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2439878.750000 Penalty: 4890.977051
	Iteration 41Q: 3 clusters Score -2439879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2439882.750000 Penalty: 4890.977051
	Iteration 42Q: 3 clusters Score -2439883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2439884.500000 Penalty: 4890.977051
	Iteration 43Q: 3 clusters Score -2439884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2439890.000000 Penalty: 4890.977051
	Iteration 44Q: 3 clusters Score -2439890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2439892.000000 Penalty: 4890.977051
	Iteration 45Q: 3 clusters Score -2439892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2439894.250000 Penalty: 4890.977051
	Iteration 46Q: 3 clusters Score -2439894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2439893.500000 Penalty: 4890.977051
	Iteration 47Q: 3 clusters Score -2439894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2439893.500000 Penalty: 4890.977051
	Iteration 48F: 3 clusters Score -2439894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Entering Unmasked Estep 
Score: -8665151.000000 Penalty: 2770.554199
	Iteration 0F: 2 clusters Score -8665151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -8617677.000000 Penalty: 5541.108398
	Iteration 0F: 3 clusters Score -8617677 nChanged 33293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -8636259.000000 Penalty: 5541.108398
	Iteration 1F: 3 clusters Score -8636259 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8636961.000000 Penalty: 5541.108398
	Iteration 2Q: 3 clusters Score -8636961 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -8637883.000000 Penalty: 5541.108398
	Iteration 3Q: 3 clusters Score -8637883 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -8639563.000000 Penalty: 5541.108398
	Iteration 4Q: 3 clusters Score -8639563 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8642513.000000 Penalty: 5541.108398
	Iteration 5F: 3 clusters Score -8642513 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -8647410.000000 Penalty: 5541.108398
	Iteration 6F: 3 clusters Score -8647410 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -8653707.000000 Penalty: 5541.108398
	Iteration 7F: 3 clusters Score -8653707 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8659023.000000 Penalty: 5541.108398
	Iteration 8F: 3 clusters Score -8659023 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8661487.000000 Penalty: 5541.108398
	Iteration 9Q: 3 clusters Score -8661487 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8662260.000000 Penalty: 5541.108398
	Iteration 10Q: 3 clusters Score -8662260 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8662501.000000 Penalty: 5541.108398
	Iteration 11Q: 3 clusters Score -8662501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8662593.000000 Penalty: 5541.108398
	Iteration 12Q: 3 clusters Score -8662593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8662634.000000 Penalty: 5541.108398
	Iteration 13Q: 3 clusters Score -8662634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8662657.000000 Penalty: 5541.108398
	Iteration 14Q: 3 clusters Score -8662657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8662661.000000 Penalty: 5541.108398
	Iteration 15Q: 3 clusters Score -8662661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8662669.000000 Penalty: 5541.108398
	Iteration 16Q: 3 clusters Score -8662669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8662670.000000 Penalty: 5541.108398
	Iteration 17Q: 3 clusters Score -8662670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8662675.000000 Penalty: 5541.108398
	Iteration 18Q: 3 clusters Score -8662675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8662683.000000 Penalty: 5541.108398
	Iteration 19Q: 3 clusters Score -8662683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8662700.000000 Penalty: 5541.108398
	Iteration 20F: 3 clusters Score -8662700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8662709.000000 Penalty: 5541.108398
	Iteration 21Q: 3 clusters Score -8662709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8662710.000000 Penalty: 5541.108398
	Iteration 22Q: 3 clusters Score -8662710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8662720.000000 Penalty: 5541.108398
	Iteration 23Q: 3 clusters Score -8662720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8662721.000000 Penalty: 5541.108398
	Iteration 24Q: 3 clusters Score -8662721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8662725.000000 Penalty: 5541.108398
	Iteration 25Q: 3 clusters Score -8662725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8662729.000000 Penalty: 5541.108398
	Iteration 26Q: 3 clusters Score -8662729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8662735.000000 Penalty: 5541.108398
	Iteration 27Q: 3 clusters Score -8662735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8662735.000000 Penalty: 5541.108398
	Iteration 28F: 3 clusters Score -8662735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Entering Unmasked Estep 
Score: -449865.125000 Penalty: 2032.374390
	Iteration 0F: 2 clusters Score -449865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -446195.687500 Penalty: 4064.748779
	Iteration 0F: 3 clusters Score -446195.7 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -446960.625000 Penalty: 4064.748779
	Iteration 1F: 3 clusters Score -446960.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -447111.562500 Penalty: 4064.748779
	Iteration 2F: 3 clusters Score -447111.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -447190.625000 Penalty: 4064.748779
	Iteration 3Q: 3 clusters Score -447190.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -447249.968750 Penalty: 4064.748779
	Iteration 4Q: 3 clusters Score -447250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -447290.156250 Penalty: 4064.748779
	Iteration 5Q: 3 clusters Score -447290.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -447329.875000 Penalty: 4064.748779
	Iteration 6Q: 3 clusters Score -447329.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -447361.093750 Penalty: 4064.748779
	Iteration 7Q: 3 clusters Score -447361.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -447384.531250 Penalty: 4064.748779
	Iteration 8Q: 3 clusters Score -447384.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -447400.156250 Penalty: 4064.748779
	Iteration 9Q: 3 clusters Score -447400.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -447415.875000 Penalty: 4064.748779
	Iteration 10Q: 3 clusters Score -447415.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -447427.468750 Penalty: 4064.748779
	Iteration 11Q: 3 clusters Score -447427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -447436.062500 Penalty: 4064.748779
	Iteration 12Q: 3 clusters Score -447436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -447443.312500 Penalty: 4064.748779
	Iteration 13Q: 3 clusters Score -447443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -447446.218750 Penalty: 4064.748779
	Iteration 14Q: 3 clusters Score -447446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -447450.687500 Penalty: 4064.748779
	Iteration 15Q: 3 clusters Score -447450.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -447452.781250 Penalty: 4064.748779
	Iteration 16Q: 3 clusters Score -447452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -447457.843750 Penalty: 4064.748779
	Iteration 17Q: 3 clusters Score -447457.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -447465.750000 Penalty: 4064.748779
	Iteration 18Q: 3 clusters Score -447465.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -447474.343750 Penalty: 4064.748779
	Iteration 19Q: 3 clusters Score -447474.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -447478.437500 Penalty: 4064.748779
	Iteration 20F: 3 clusters Score -447478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -447480.500000 Penalty: 4064.748779
	Iteration 21Q: 3 clusters Score -447480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -447483.218750 Penalty: 4064.748779
	Iteration 22Q: 3 clusters Score -447483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -447485.562500 Penalty: 4064.748779
	Iteration 23Q: 3 clusters Score -447485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -447486.281250 Penalty: 4064.748779
	Iteration 24Q: 3 clusters Score -447486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -447486.781250 Penalty: 4064.748779
	Iteration 25Q: 3 clusters Score -447486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -447487.343750 Penalty: 4064.748779
	Iteration 26Q: 3 clusters Score -447487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -447487.343750 Penalty: 4064.748779
	Iteration 27F: 3 clusters Score -447487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -123853.898438 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -123853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121895.843750 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -121895.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122307.226562 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -122307.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122544.359375 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -122544.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122799.195312 Penalty: 3475.320801
	Iteration 3F: 3 clusters Score -122799.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122993.304688 Penalty: 3475.320801
	Iteration 4F: 3 clusters Score -122993.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123133.570312 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -123133.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -123180.031250 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -123180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123200.953125 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -123201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123207.515625 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -123207.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123213.210938 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -123213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123213.210938 Penalty: 3475.320801
	Iteration 10F: 3 clusters Score -123213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 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 97 members 
Entering Unmasked Estep 
Score: -17049.998047 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17206.527344 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17206.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17263.250000 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -17263.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17310.642578 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17310.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17333.876953 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -17333.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17349.140625 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -17349.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17349.140625 Penalty: 2615.407959
	Iteration 6F: 3 clusters Score -17349.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Entering Unmasked Estep 
Score: -19211868.000000 Penalty: 2959.804932
	Iteration 0F: 2 clusters Score -1.921187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -19111032.000000 Penalty: 5919.609863
	Iteration 0F: 3 clusters Score -1.911103e+07 nChanged 72838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -19153608.000000 Penalty: 5919.609863
	Iteration 1F: 3 clusters Score -1.915361e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -19154398.000000 Penalty: 5919.609863
	Iteration 2Q: 3 clusters Score -1.91544e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -19155298.000000 Penalty: 5919.609863
	Iteration 3Q: 3 clusters Score -1.91553e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -19156208.000000 Penalty: 5919.609863
	Iteration 4Q: 3 clusters Score -1.915621e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -19157676.000000 Penalty: 5919.609863
	Iteration 5Q: 3 clusters Score -1.915768e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -19159768.000000 Penalty: 5919.609863
	Iteration 6Q: 3 clusters Score -1.915977e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -19163254.000000 Penalty: 5919.609863
	Iteration 7Q: 3 clusters Score -1.916325e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -19168602.000000 Penalty: 5919.609863
	Iteration 8F: 3 clusters Score -1.91686e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -19176782.000000 Penalty: 5919.609863
	Iteration 9F: 3 clusters Score -1.917678e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -19185890.000000 Penalty: 5919.609863
	Iteration 10F: 3 clusters Score -1.918589e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -19191892.000000 Penalty: 5919.609863
	Iteration 11F: 3 clusters Score -1.919189e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -19194556.000000 Penalty: 5919.609863
	Iteration 12Q: 3 clusters Score -1.919456e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107333 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -19196032.000000 Penalty: 5919.609863
	Iteration 13Q: 3 clusters Score -1.919603e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -19197126.000000 Penalty: 5919.609863
	Iteration 14Q: 3 clusters Score -1.919713e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -19198024.000000 Penalty: 5919.609863
	Iteration 15Q: 3 clusters Score -1.919802e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113012 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -19198894.000000 Penalty: 5919.609863
	Iteration 16Q: 3 clusters Score -1.919889e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114808 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -19199662.000000 Penalty: 5919.609863
	Iteration 17Q: 3 clusters Score -1.919966e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -19200478.000000 Penalty: 5919.609863
	Iteration 18Q: 3 clusters Score -1.920048e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -19201048.000000 Penalty: 5919.609863
	Iteration 19Q: 3 clusters Score -1.920105e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119951 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -19201672.000000 Penalty: 5919.609863
	Iteration 20F: 3 clusters Score -1.920167e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121590 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -19202300.000000 Penalty: 5919.609863
	Iteration 21Q: 3 clusters Score -1.92023e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -19202828.000000 Penalty: 5919.609863
	Iteration 22Q: 3 clusters Score -1.920283e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -19203380.000000 Penalty: 5919.609863
	Iteration 23Q: 3 clusters Score -1.920338e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126262 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -19203866.000000 Penalty: 5919.609863
	Iteration 24Q: 3 clusters Score -1.920387e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -19204264.000000 Penalty: 5919.609863
	Iteration 25Q: 3 clusters Score -1.920426e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129126 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -19204640.000000 Penalty: 5919.609863
	Iteration 26Q: 3 clusters Score -1.920464e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -19204904.000000 Penalty: 5919.609863
	Iteration 27Q: 3 clusters Score -1.92049e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131690 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -19205240.000000 Penalty: 5919.609863
	Iteration 28Q: 3 clusters Score -1.920524e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132882 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -19205582.000000 Penalty: 5919.609863
	Iteration 29Q: 3 clusters Score -1.920558e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -19205862.000000 Penalty: 5919.609863
	Iteration 30Q: 3 clusters Score -1.920586e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135005 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -19206086.000000 Penalty: 5919.609863
	Iteration 31Q: 3 clusters Score -1.920609e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -19206430.000000 Penalty: 5919.609863
	Iteration 32Q: 3 clusters Score -1.920643e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -19206752.000000 Penalty: 5919.609863
	Iteration 33Q: 3 clusters Score -1.920675e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -19207000.000000 Penalty: 5919.609863
	Iteration 34Q: 3 clusters Score -1.9207e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -19207230.000000 Penalty: 5919.609863
	Iteration 35Q: 3 clusters Score -1.920723e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139468 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -19207484.000000 Penalty: 5919.609863
	Iteration 36Q: 3 clusters Score -1.920748e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -19207708.000000 Penalty: 5919.609863
	Iteration 37Q: 3 clusters Score -1.920771e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -19207956.000000 Penalty: 5919.609863
	Iteration 38Q: 3 clusters Score -1.920796e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -19208130.000000 Penalty: 5919.609863
	Iteration 39Q: 3 clusters Score -1.920813e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -19208270.000000 Penalty: 5919.609863
	Iteration 40F: 3 clusters Score -1.920827e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142570 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -19208330.000000 Penalty: 5919.609863
	Iteration 41Q: 3 clusters Score -1.920833e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143048 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -19208422.000000 Penalty: 5919.609863
	Iteration 42Q: 3 clusters Score -1.920842e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -19208524.000000 Penalty: 5919.609863
	Iteration 43Q: 3 clusters Score -1.920852e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -19208576.000000 Penalty: 5919.609863
	Iteration 44Q: 3 clusters Score -1.920858e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -19208660.000000 Penalty: 5919.609863
	Iteration 45Q: 3 clusters Score -1.920866e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -19208688.000000 Penalty: 5919.609863
	Iteration 46Q: 3 clusters Score -1.920869e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144857 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -19208738.000000 Penalty: 5919.609863
	Iteration 47Q: 3 clusters Score -1.920874e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -19208814.000000 Penalty: 5919.609863
	Iteration 48Q: 3 clusters Score -1.920881e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -19208866.000000 Penalty: 5919.609863
	Iteration 49Q: 3 clusters Score -1.920887e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -19208870.000000 Penalty: 5919.609863
	Iteration 50Q: 3 clusters Score -1.920887e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -19208920.000000 Penalty: 5919.609863
	Iteration 51Q: 3 clusters Score -1.920892e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -19208944.000000 Penalty: 5919.609863
	Iteration 52Q: 3 clusters Score -1.920894e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146386 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -19208968.000000 Penalty: 5919.609863
	Iteration 53Q: 3 clusters Score -1.920897e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -19208948.000000 Penalty: 5919.609863
	Iteration 54Q: 3 clusters Score -1.920895e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -19208956.000000 Penalty: 5919.609863
	Iteration 55Q: 3 clusters Score -1.920896e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147005 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -19209024.000000 Penalty: 5919.609863
	Iteration 56Q: 3 clusters Score -1.920902e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147187 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -19209034.000000 Penalty: 5919.609863
	Iteration 57Q: 3 clusters Score -1.920903e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -19209048.000000 Penalty: 5919.609863
	Iteration 58Q: 3 clusters Score -1.920905e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147516 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -19209120.000000 Penalty: 5919.609863
	Iteration 59Q: 3 clusters Score -1.920912e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -19209176.000000 Penalty: 5919.609863
	Iteration 60F: 3 clusters Score -1.920918e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147831 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -19209194.000000 Penalty: 5919.609863
	Iteration 61Q: 3 clusters Score -1.920919e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -19209192.000000 Penalty: 5919.609863
	Iteration 62Q: 3 clusters Score -1.920919e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148107 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -19209218.000000 Penalty: 5919.609863
	Iteration 63Q: 3 clusters Score -1.920922e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -19209280.000000 Penalty: 5919.609863
	Iteration 64Q: 3 clusters Score -1.920928e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -19209300.000000 Penalty: 5919.609863
	Iteration 65Q: 3 clusters Score -1.92093e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -19209286.000000 Penalty: 5919.609863
	Iteration 66Q: 3 clusters Score -1.920929e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -19209318.000000 Penalty: 5919.609863
	Iteration 67Q: 3 clusters Score -1.920932e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148584 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -19209338.000000 Penalty: 5919.609863
	Iteration 68Q: 3 clusters Score -1.920934e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -19209322.000000 Penalty: 5919.609863
	Iteration 69Q: 3 clusters Score -1.920932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -19209302.000000 Penalty: 5919.609863
	Iteration 70Q: 3 clusters Score -1.92093e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -19209316.000000 Penalty: 5919.609863
	Iteration 71Q: 3 clusters Score -1.920932e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -19209316.000000 Penalty: 5919.609863
	Iteration 72Q: 3 clusters Score -1.920932e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148994 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -19209326.000000 Penalty: 5919.609863
	Iteration 73Q: 3 clusters Score -1.920933e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149048 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -19209272.000000 Penalty: 5919.609863
	Iteration 74Q: 3 clusters Score -1.920927e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -19209274.000000 Penalty: 5919.609863
	Iteration 75Q: 3 clusters Score -1.920927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -19209290.000000 Penalty: 5919.609863
	Iteration 76Q: 3 clusters Score -1.920929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -19209286.000000 Penalty: 5919.609863
	Iteration 77Q: 3 clusters Score -1.920929e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -19209290.000000 Penalty: 5919.609863
	Iteration 78Q: 3 clusters Score -1.920929e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149286 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -19209300.000000 Penalty: 5919.609863
	Iteration 79Q: 3 clusters Score -1.92093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -19209294.000000 Penalty: 5919.609863
	Iteration 80F: 3 clusters Score -1.920929e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -19209324.000000 Penalty: 5919.609863
	Iteration 81Q: 3 clusters Score -1.920932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -19209334.000000 Penalty: 5919.609863
	Iteration 82Q: 3 clusters Score -1.920933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -19209334.000000 Penalty: 5919.609863
	Iteration 83Q: 3 clusters Score -1.920933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -19209350.000000 Penalty: 5919.609863
	Iteration 84Q: 3 clusters Score -1.920935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -19209330.000000 Penalty: 5919.609863
	Iteration 85Q: 3 clusters Score -1.920933e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149644 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -19209364.000000 Penalty: 5919.609863
	Iteration 86Q: 3 clusters Score -1.920936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -19209386.000000 Penalty: 5919.609863
	Iteration 87Q: 3 clusters Score -1.920939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19209374.000000 Penalty: 5919.609863
	Iteration 88Q: 3 clusters Score -1.920937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19209384.000000 Penalty: 5919.609863
	Iteration 89Q: 3 clusters Score -1.920938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19209414.000000 Penalty: 5919.609863
	Iteration 90Q: 3 clusters Score -1.920941e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19209416.000000 Penalty: 5919.609863
	Iteration 91Q: 3 clusters Score -1.920942e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -19209400.000000 Penalty: 5919.609863
	Iteration 92Q: 3 clusters Score -1.92094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19209388.000000 Penalty: 5919.609863
	Iteration 93Q: 3 clusters Score -1.920939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149978 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -19209424.000000 Penalty: 5919.609863
	Iteration 94Q: 3 clusters Score -1.920942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -19209430.000000 Penalty: 5919.609863
	Iteration 95Q: 3 clusters Score -1.920943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -19209432.000000 Penalty: 5919.609863
	Iteration 96Q: 3 clusters Score -1.920943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -19209424.000000 Penalty: 5919.609863
	Iteration 97Q: 3 clusters Score -1.920942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150108 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19209452.000000 Penalty: 5919.609863
	Iteration 98Q: 3 clusters Score -1.920945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150143 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -19209446.000000 Penalty: 5919.609863
	Iteration 99Q: 3 clusters Score -1.920945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19209446.000000 Penalty: 5919.609863
	Iteration 100F: 3 clusters Score -1.920945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150207 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -19209446.000000 Penalty: 5919.609863
	Iteration 101Q: 3 clusters Score -1.920945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150227 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -19209432.000000 Penalty: 5919.609863
	Iteration 102Q: 3 clusters Score -1.920943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19209426.000000 Penalty: 5919.609863
	Iteration 103Q: 3 clusters Score -1.920943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -19209436.000000 Penalty: 5919.609863
	Iteration 104Q: 3 clusters Score -1.920944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19209440.000000 Penalty: 5919.609863
	Iteration 105Q: 3 clusters Score -1.920944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -19209418.000000 Penalty: 5919.609863
	Iteration 106Q: 3 clusters Score -1.920942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150361 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19209442.000000 Penalty: 5919.609863
	Iteration 107Q: 3 clusters Score -1.920944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -19209418.000000 Penalty: 5919.609863
	Iteration 108Q: 3 clusters Score -1.920942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -19209432.000000 Penalty: 5919.609863
	Iteration 109Q: 3 clusters Score -1.920943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19209446.000000 Penalty: 5919.609863
	Iteration 110Q: 3 clusters Score -1.920945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -19209454.000000 Penalty: 5919.609863
	Iteration 111Q: 3 clusters Score -1.920945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19209466.000000 Penalty: 5919.609863
	Iteration 112Q: 3 clusters Score -1.920947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19209508.000000 Penalty: 5919.609863
	Iteration 113Q: 3 clusters Score -1.920951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150488 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19209482.000000 Penalty: 5919.609863
	Iteration 114Q: 3 clusters Score -1.920948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19209476.000000 Penalty: 5919.609863
	Iteration 115Q: 3 clusters Score -1.920948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150516 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19209486.000000 Penalty: 5919.609863
	Iteration 116Q: 3 clusters Score -1.920949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150527 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19209478.000000 Penalty: 5919.609863
	Iteration 117Q: 3 clusters Score -1.920948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150541 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -19209480.000000 Penalty: 5919.609863
	Iteration 118Q: 3 clusters Score -1.920948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150556 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -19209504.000000 Penalty: 5919.609863
	Iteration 119Q: 3 clusters Score -1.92095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19209512.000000 Penalty: 5919.609863
	Iteration 120F: 3 clusters Score -1.920951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19209506.000000 Penalty: 5919.609863
	Iteration 121Q: 3 clusters Score -1.920951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -19209496.000000 Penalty: 5919.609863
	Iteration 122Q: 3 clusters Score -1.92095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -19209508.000000 Penalty: 5919.609863
	Iteration 123Q: 3 clusters Score -1.920951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19209514.000000 Penalty: 5919.609863
	Iteration 124Q: 3 clusters Score -1.920951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19209498.000000 Penalty: 5919.609863
	Iteration 125Q: 3 clusters Score -1.92095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19209504.000000 Penalty: 5919.609863
	Iteration 126Q: 3 clusters Score -1.92095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150667 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19209500.000000 Penalty: 5919.609863
	Iteration 127Q: 3 clusters Score -1.92095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -19209510.000000 Penalty: 5919.609863
	Iteration 128Q: 3 clusters Score -1.920951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19209504.000000 Penalty: 5919.609863
	Iteration 129Q: 3 clusters Score -1.92095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19209504.000000 Penalty: 5919.609863
	Iteration 130Q: 3 clusters Score -1.92095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19209506.000000 Penalty: 5919.609863
	Iteration 131Q: 3 clusters Score -1.920951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19209490.000000 Penalty: 5919.609863
	Iteration 132Q: 3 clusters Score -1.920949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19209496.000000 Penalty: 5919.609863
	Iteration 133Q: 3 clusters Score -1.92095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19209494.000000 Penalty: 5919.609863
	Iteration 134Q: 3 clusters Score -1.920949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150698 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19209482.000000 Penalty: 5919.609863
	Iteration 135Q: 3 clusters Score -1.920948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19209494.000000 Penalty: 5919.609863
	Iteration 136Q: 3 clusters Score -1.920949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19209500.000000 Penalty: 5919.609863
	Iteration 137Q: 3 clusters Score -1.92095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19209496.000000 Penalty: 5919.609863
	Iteration 138Q: 3 clusters Score -1.92095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19209504.000000 Penalty: 5919.609863
	Iteration 139Q: 3 clusters Score -1.92095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19209504.000000 Penalty: 5919.609863
	Iteration 140F: 3 clusters Score -1.92095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -84293.554688 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -84293.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82712.757812 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -82712.76 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83319.289062 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -83319.29 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83612.218750 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -83612.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83808.328125 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -83808.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84088.093750 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -84088.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84348.218750 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -84348.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84510.468750 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -84510.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84553.257812 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -84553.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84662.367188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -84662.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84868.851562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -84868.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84915.664062 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -84915.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84925.757812 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -84925.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84925.757812 Penalty: 3333.229248
	Iteration 12F: 3 clusters Score -84925.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19165 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152466 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16973 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21818 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45044 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190268 members 
Mstep: Class 22 contains 153855 members 
Mstep: Class 23 contains 346 members 
Entering Unmasked Estep 
Score: -105752448.000000 Penalty: 77923.179688
Splitting cluster 9 changes total score from -105753624.000000 to -105752448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65609.796875 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65609.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65781.242188 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65781.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65832.914062 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65832.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65861.898438 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65917.539062 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65917.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65949.812500 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65949.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65981.390625 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65981.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65999.164062 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -65999.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66015.546875 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -66015.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66021.218750 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -66021.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66022.554688 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -66022.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66022.554688 Penalty: 3127.006592
	Iteration 11F: 3 clusters Score -66022.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Entering Unmasked Estep 
Score: -2162667.500000 Penalty: 2415.365967
	Iteration 0F: 2 clusters Score -2162668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2150515.250000 Penalty: 4830.731934
	Iteration 0F: 3 clusters Score -2150515 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2154405.250000 Penalty: 4830.731934
	Iteration 1F: 3 clusters Score -2154405 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2154802.500000 Penalty: 4830.731934
	Iteration 2F: 3 clusters Score -2154802 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2155123.500000 Penalty: 4830.731934
	Iteration 3Q: 3 clusters Score -2155124 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2155387.500000 Penalty: 4830.731934
	Iteration 4Q: 3 clusters Score -2155388 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2155606.750000 Penalty: 4830.731934
	Iteration 5Q: 3 clusters Score -2155607 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2155835.500000 Penalty: 4830.731934
	Iteration 6Q: 3 clusters Score -2155836 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2156066.500000 Penalty: 4830.731934
	Iteration 7Q: 3 clusters Score -2156066 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2156304.750000 Penalty: 4830.731934
	Iteration 8Q: 3 clusters Score -2156305 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2156530.000000 Penalty: 4830.731934
	Iteration 9Q: 3 clusters Score -2156530 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2156767.000000 Penalty: 4830.731934
	Iteration 10Q: 3 clusters Score -2156767 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2156995.250000 Penalty: 4830.731934
	Iteration 11Q: 3 clusters Score -2156995 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2157205.500000 Penalty: 4830.731934
	Iteration 12Q: 3 clusters Score -2157206 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2157408.500000 Penalty: 4830.731934
	Iteration 13Q: 3 clusters Score -2157408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2157617.000000 Penalty: 4830.731934
	Iteration 14Q: 3 clusters Score -2157617 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2157837.250000 Penalty: 4830.731934
	Iteration 15Q: 3 clusters Score -2157837 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2158062.500000 Penalty: 4830.731934
	Iteration 16Q: 3 clusters Score -2158062 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2158314.750000 Penalty: 4830.731934
	Iteration 17Q: 3 clusters Score -2158315 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2158552.500000 Penalty: 4830.731934
	Iteration 18Q: 3 clusters Score -2158552 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2158750.250000 Penalty: 4830.731934
	Iteration 19Q: 3 clusters Score -2158750 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2158919.250000 Penalty: 4830.731934
	Iteration 20F: 3 clusters Score -2158919 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2159052.250000 Penalty: 4830.731934
	Iteration 21Q: 3 clusters Score -2159052 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2159171.250000 Penalty: 4830.731934
	Iteration 22Q: 3 clusters Score -2159171 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2159236.500000 Penalty: 4830.731934
	Iteration 23Q: 3 clusters Score -2159236 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2159286.750000 Penalty: 4830.731934
	Iteration 24Q: 3 clusters Score -2159287 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2159329.000000 Penalty: 4830.731934
	Iteration 25Q: 3 clusters Score -2159329 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2159364.750000 Penalty: 4830.731934
	Iteration 26Q: 3 clusters Score -2159365 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2159389.750000 Penalty: 4830.731934
	Iteration 27Q: 3 clusters Score -2159390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2159419.000000 Penalty: 4830.731934
	Iteration 28Q: 3 clusters Score -2159419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2159430.750000 Penalty: 4830.731934
	Iteration 29Q: 3 clusters Score -2159431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2159439.750000 Penalty: 4830.731934
	Iteration 30Q: 3 clusters Score -2159440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2159458.500000 Penalty: 4830.731934
	Iteration 31Q: 3 clusters Score -2159458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2159474.250000 Penalty: 4830.731934
	Iteration 32Q: 3 clusters Score -2159474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2159485.500000 Penalty: 4830.731934
	Iteration 33Q: 3 clusters Score -2159486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2159498.500000 Penalty: 4830.731934
	Iteration 34Q: 3 clusters Score -2159498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2159503.000000 Penalty: 4830.731934
	Iteration 35Q: 3 clusters Score -2159503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2159520.250000 Penalty: 4830.731934
	Iteration 36Q: 3 clusters Score -2159520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2159531.250000 Penalty: 4830.731934
	Iteration 37Q: 3 clusters Score -2159531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2159538.500000 Penalty: 4830.731934
	Iteration 38Q: 3 clusters Score -2159538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2159562.500000 Penalty: 4830.731934
	Iteration 39Q: 3 clusters Score -2159562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2159581.250000 Penalty: 4830.731934
	Iteration 40F: 3 clusters Score -2159581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2159598.000000 Penalty: 4830.731934
	Iteration 41Q: 3 clusters Score -2159598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2159605.500000 Penalty: 4830.731934
	Iteration 42Q: 3 clusters Score -2159606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2159631.500000 Penalty: 4830.731934
	Iteration 43Q: 3 clusters Score -2159632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2159664.000000 Penalty: 4830.731934
	Iteration 44Q: 3 clusters Score -2159664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2159683.750000 Penalty: 4830.731934
	Iteration 45Q: 3 clusters Score -2159684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2159714.500000 Penalty: 4830.731934
	Iteration 46Q: 3 clusters Score -2159714 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2159757.000000 Penalty: 4830.731934
	Iteration 47Q: 3 clusters Score -2159757 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2159788.000000 Penalty: 4830.731934
	Iteration 48Q: 3 clusters Score -2159788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2159853.250000 Penalty: 4830.731934
	Iteration 49Q: 3 clusters Score -2159853 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2159898.000000 Penalty: 4830.731934
	Iteration 50Q: 3 clusters Score -2159898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2159955.500000 Penalty: 4830.731934
	Iteration 51Q: 3 clusters Score -2159956 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2159996.000000 Penalty: 4830.731934
	Iteration 52Q: 3 clusters Score -2159996 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2160032.500000 Penalty: 4830.731934
	Iteration 53Q: 3 clusters Score -2160032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2160085.000000 Penalty: 4830.731934
	Iteration 54Q: 3 clusters Score -2160085 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2160150.500000 Penalty: 4830.731934
	Iteration 55Q: 3 clusters Score -2160150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2160207.500000 Penalty: 4830.731934
	Iteration 56Q: 3 clusters Score -2160208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2160265.500000 Penalty: 4830.731934
	Iteration 57Q: 3 clusters Score -2160266 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2160321.750000 Penalty: 4830.731934
	Iteration 58Q: 3 clusters Score -2160322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2160377.500000 Penalty: 4830.731934
	Iteration 59Q: 3 clusters Score -2160378 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2160429.250000 Penalty: 4830.731934
	Iteration 60F: 3 clusters Score -2160429 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2160480.750000 Penalty: 4830.731934
	Iteration 61Q: 3 clusters Score -2160481 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2160545.250000 Penalty: 4830.731934
	Iteration 62Q: 3 clusters Score -2160545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2160601.500000 Penalty: 4830.731934
	Iteration 63Q: 3 clusters Score -2160602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2160658.500000 Penalty: 4830.731934
	Iteration 64Q: 3 clusters Score -2160658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2160696.250000 Penalty: 4830.731934
	Iteration 65Q: 3 clusters Score -2160696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2160748.250000 Penalty: 4830.731934
	Iteration 66Q: 3 clusters Score -2160748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2160799.500000 Penalty: 4830.731934
	Iteration 67Q: 3 clusters Score -2160800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2160874.500000 Penalty: 4830.731934
	Iteration 68Q: 3 clusters Score -2160874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2160923.750000 Penalty: 4830.731934
	Iteration 69Q: 3 clusters Score -2160924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2160985.500000 Penalty: 4830.731934
	Iteration 70Q: 3 clusters Score -2160986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2161032.000000 Penalty: 4830.731934
	Iteration 71Q: 3 clusters Score -2161032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2161090.750000 Penalty: 4830.731934
	Iteration 72Q: 3 clusters Score -2161091 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2161117.500000 Penalty: 4830.731934
	Iteration 73Q: 3 clusters Score -2161118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2161160.000000 Penalty: 4830.731934
	Iteration 74Q: 3 clusters Score -2161160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2161185.500000 Penalty: 4830.731934
	Iteration 75Q: 3 clusters Score -2161186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2161202.750000 Penalty: 4830.731934
	Iteration 76Q: 3 clusters Score -2161203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2161214.500000 Penalty: 4830.731934
	Iteration 77Q: 3 clusters Score -2161214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2161233.000000 Penalty: 4830.731934
	Iteration 78Q: 3 clusters Score -2161233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2161245.750000 Penalty: 4830.731934
	Iteration 79Q: 3 clusters Score -2161246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2161252.750000 Penalty: 4830.731934
	Iteration 80F: 3 clusters Score -2161253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2161259.000000 Penalty: 4830.731934
	Iteration 81Q: 3 clusters Score -2161259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2161268.750000 Penalty: 4830.731934
	Iteration 82Q: 3 clusters Score -2161269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2161279.250000 Penalty: 4830.731934
	Iteration 83Q: 3 clusters Score -2161279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2161284.750000 Penalty: 4830.731934
	Iteration 84Q: 3 clusters Score -2161285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2161295.000000 Penalty: 4830.731934
	Iteration 85Q: 3 clusters Score -2161295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2161306.250000 Penalty: 4830.731934
	Iteration 86Q: 3 clusters Score -2161306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2161313.250000 Penalty: 4830.731934
	Iteration 87Q: 3 clusters Score -2161313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2161323.500000 Penalty: 4830.731934
	Iteration 88Q: 3 clusters Score -2161324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2161331.500000 Penalty: 4830.731934
	Iteration 89Q: 3 clusters Score -2161332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2161335.500000 Penalty: 4830.731934
	Iteration 90Q: 3 clusters Score -2161336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2161347.750000 Penalty: 4830.731934
	Iteration 91Q: 3 clusters Score -2161348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2161343.750000 Penalty: 4830.731934
	Iteration 92Q: 3 clusters Score -2161344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2161351.750000 Penalty: 4830.731934
	Iteration 93Q: 3 clusters Score -2161352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2161356.250000 Penalty: 4830.731934
	Iteration 94Q: 3 clusters Score -2161356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2161358.000000 Penalty: 4830.731934
	Iteration 95Q: 3 clusters Score -2161358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2161363.500000 Penalty: 4830.731934
	Iteration 96Q: 3 clusters Score -2161364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2161368.000000 Penalty: 4830.731934
	Iteration 97Q: 3 clusters Score -2161368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2161370.750000 Penalty: 4830.731934
	Iteration 98Q: 3 clusters Score -2161371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2161374.250000 Penalty: 4830.731934
	Iteration 99Q: 3 clusters Score -2161374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2161375.500000 Penalty: 4830.731934
	Iteration 100F: 3 clusters Score -2161376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71485.437500 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71485.44 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71677.234375 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71677.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71772.562500 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -71772.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71801.937500 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71801.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71812.335938 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71812.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71815.125000 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71815.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71816.546875 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71816.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71819.742188 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -71819.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71836.765625 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -71836.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71853.265625 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -71853.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71869.164062 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -71869.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71877.234375 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -71877.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71883.585938 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -71883.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71883.585938 Penalty: 3177.812500
	Iteration 13F: 3 clusters Score -71883.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 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 312 members 
Entering Unmasked Estep 
Score: -66277.039062 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66277.04 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66574.382812 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66574.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66693.062500 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66693.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66781.992188 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66781.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66907.343750 Penalty: 3181.075684
	Iteration 4F: 3 clusters Score -66907.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67043.054688 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -67043.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67101.484375 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -67101.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67129.546875 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -67129.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67159.390625 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -67159.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67164.460938 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -67164.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67164.460938 Penalty: 3181.075684
	Iteration 10F: 3 clusters Score -67164.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77730.007812 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77730.01 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77960.945312 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -77960.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78087.281250 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -78087.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78156.031250 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -78156.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78230.976562 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78230.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78291.062500 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78291.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78365.562500 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78365.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78425.984375 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78425.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78469.859375 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78469.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78515.929688 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78515.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78566.781250 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78566.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78611.898438 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78641.414062 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -78641.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78650.593750 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -78650.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78659.195312 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -78659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78664.820312 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -78664.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78664.820312 Penalty: 3258.462646
	Iteration 16F: 3 clusters Score -78664.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Entering Unmasked Estep 
Score: -2768143.250000 Penalty: 2477.641846
	Iteration 0F: 2 clusters Score -2768143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2752934.500000 Penalty: 4955.283691
	Iteration 0F: 3 clusters Score -2752934 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2757985.500000 Penalty: 4955.283691
	Iteration 1F: 3 clusters Score -2757986 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2758285.250000 Penalty: 4955.283691
	Iteration 2Q: 3 clusters Score -2758285 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2758499.250000 Penalty: 4955.283691
	Iteration 3Q: 3 clusters Score -2758499 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2758718.500000 Penalty: 4955.283691
	Iteration 4Q: 3 clusters Score -2758718 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2758930.250000 Penalty: 4955.283691
	Iteration 5Q: 3 clusters Score -2758930 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2759163.750000 Penalty: 4955.283691
	Iteration 6Q: 3 clusters Score -2759164 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2759474.500000 Penalty: 4955.283691
	Iteration 7Q: 3 clusters Score -2759474 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2759915.000000 Penalty: 4955.283691
	Iteration 8Q: 3 clusters Score -2759915 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2760572.000000 Penalty: 4955.283691
	Iteration 9F: 3 clusters Score -2760572 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2761526.750000 Penalty: 4955.283691
	Iteration 10F: 3 clusters Score -2761527 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2762800.000000 Penalty: 4955.283691
	Iteration 11F: 3 clusters Score -2762800 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2764077.250000 Penalty: 4955.283691
	Iteration 12F: 3 clusters Score -2764077 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2764985.500000 Penalty: 4955.283691
	Iteration 13Q: 3 clusters Score -2764986 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2765477.500000 Penalty: 4955.283691
	Iteration 14Q: 3 clusters Score -2765478 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2765716.750000 Penalty: 4955.283691
	Iteration 15Q: 3 clusters Score -2765717 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2765835.750000 Penalty: 4955.283691
	Iteration 16Q: 3 clusters Score -2765836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2765894.750000 Penalty: 4955.283691
	Iteration 17Q: 3 clusters Score -2765895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2765941.500000 Penalty: 4955.283691
	Iteration 18Q: 3 clusters Score -2765942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2765958.750000 Penalty: 4955.283691
	Iteration 19Q: 3 clusters Score -2765959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2765966.750000 Penalty: 4955.283691
	Iteration 20F: 3 clusters Score -2765967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2765973.750000 Penalty: 4955.283691
	Iteration 21Q: 3 clusters Score -2765974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2765979.500000 Penalty: 4955.283691
	Iteration 22Q: 3 clusters Score -2765980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2765983.000000 Penalty: 4955.283691
	Iteration 23Q: 3 clusters Score -2765983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2765989.000000 Penalty: 4955.283691
	Iteration 24Q: 3 clusters Score -2765989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2765992.250000 Penalty: 4955.283691
	Iteration 25Q: 3 clusters Score -2765992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2765992.000000 Penalty: 4955.283691
	Iteration 26Q: 3 clusters Score -2765992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2765993.750000 Penalty: 4955.283691
	Iteration 27Q: 3 clusters Score -2765994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2765993.750000 Penalty: 4955.283691
	Iteration 28F: 3 clusters Score -2765994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -191172.218750 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -191172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188833.156250 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -188833.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189191.187500 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -189191.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189292.328125 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -189292.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189349.250000 Penalty: 3643.621094
	Iteration 3Q: 3 clusters Score -189349.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -189379.218750 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -189379.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189399.359375 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -189399.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -189414.687500 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -189414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -189425.046875 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -189425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -189430.796875 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -189430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -189431.968750 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -189432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189432.515625 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -189432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189432.515625 Penalty: 3643.621094
	Iteration 11F: 3 clusters Score -189432.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Entering Unmasked Estep 
Score: -5648679.500000 Penalty: 2657.417969
	Iteration 0F: 2 clusters Score -5648680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -5618354.000000 Penalty: 5314.835938
	Iteration 0F: 3 clusters Score -5618354 nChanged 20683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5629640.000000 Penalty: 5314.835938
	Iteration 1F: 3 clusters Score -5629640 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5630089.500000 Penalty: 5314.835938
	Iteration 2Q: 3 clusters Score -5630090 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5630494.500000 Penalty: 5314.835938
	Iteration 3Q: 3 clusters Score -5630494 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5630885.500000 Penalty: 5314.835938
	Iteration 4Q: 3 clusters Score -5630886 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5631418.000000 Penalty: 5314.835938
	Iteration 5Q: 3 clusters Score -5631418 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5632201.500000 Penalty: 5314.835938
	Iteration 6Q: 3 clusters Score -5632202 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5633516.000000 Penalty: 5314.835938
	Iteration 7F: 3 clusters Score -5633516 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -5635781.000000 Penalty: 5314.835938
	Iteration 8F: 3 clusters Score -5635781 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -5639007.500000 Penalty: 5314.835938
	Iteration 9F: 3 clusters Score -5639008 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5642479.000000 Penalty: 5314.835938
	Iteration 10F: 3 clusters Score -5642479 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5644809.000000 Penalty: 5314.835938
	Iteration 11F: 3 clusters Score -5644809 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5645779.500000 Penalty: 5314.835938
	Iteration 12Q: 3 clusters Score -5645780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5646076.000000 Penalty: 5314.835938
	Iteration 13Q: 3 clusters Score -5646076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5646202.000000 Penalty: 5314.835938
	Iteration 14Q: 3 clusters Score -5646202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5646247.500000 Penalty: 5314.835938
	Iteration 15Q: 3 clusters Score -5646248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5646281.000000 Penalty: 5314.835938
	Iteration 16Q: 3 clusters Score -5646281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5646299.000000 Penalty: 5314.835938
	Iteration 17Q: 3 clusters Score -5646299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5646302.500000 Penalty: 5314.835938
	Iteration 18Q: 3 clusters Score -5646302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5646303.000000 Penalty: 5314.835938
	Iteration 19Q: 3 clusters Score -5646303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5646305.000000 Penalty: 5314.835938
	Iteration 20F: 3 clusters Score -5646305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -100624.070312 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -100624.1 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 441 members 
Entering Unmasked Estep 
Score: -98836.195312 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -98836.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99065.468750 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -99065.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99134.718750 Penalty: 3336.806152
	Iteration 2Q: 3 clusters Score -99134.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99162.593750 Penalty: 3336.806152
	Iteration 3Q: 3 clusters Score -99162.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99176.414062 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -99176.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99189.156250 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -99189.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99195.031250 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -99195.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99200.281250 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -99200.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99202.484375 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -99202.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99203.843750 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -99203.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99205.195312 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -99205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99205.765625 Penalty: 3336.806152
	Iteration 11Q: 3 clusters Score -99205.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99205.765625 Penalty: 3336.806152
	Iteration 12F: 3 clusters Score -99205.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -40348.890625 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -40348.89 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 180 members 
Entering Unmasked Estep 
Score: -39025.187500 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -39025.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39179.363281 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -39179.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39233.414062 Penalty: 2915.356934
	Iteration 2Q: 3 clusters Score -39233.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39253.035156 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -39253.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39265.136719 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -39265.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39270.101562 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -39270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39275.824219 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -39275.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39284.851562 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -39284.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39303.164062 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -39303.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39315.968750 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -39315.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39327.167969 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -39327.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39335.179688 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -39335.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39350.148438 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -39350.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39363.812500 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -39363.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39377.027344 Penalty: 2915.356934
	Iteration 14Q: 3 clusters Score -39377.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39387.070312 Penalty: 2915.356934
	Iteration 15Q: 3 clusters Score -39387.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39387.070312 Penalty: 2915.356934
	Iteration 16F: 3 clusters Score -39387.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -32540.025391 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32540.03 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: -31287.966797 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31287.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31433.324219 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31433.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31465.244141 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31465.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31488.197266 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31495.970703 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31495.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31510.978516 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31510.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31512.937500 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31512.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31512.937500 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -31512.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (190268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190268 members 
Entering Unmasked Estep 
Score: -23918248.000000 Penalty: 3014.734863
	Iteration 0F: 2 clusters Score -2.391825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -23799948.000000 Penalty: 6029.469727
	Iteration 0F: 3 clusters Score -2.379995e+07 nChanged 91359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -23853022.000000 Penalty: 6029.469727
	Iteration 1F: 3 clusters Score -2.385302e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -23853782.000000 Penalty: 6029.469727
	Iteration 2Q: 3 clusters Score -2.385378e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -23854616.000000 Penalty: 6029.469727
	Iteration 3Q: 3 clusters Score -2.385462e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -23855430.000000 Penalty: 6029.469727
	Iteration 4Q: 3 clusters Score -2.385543e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -23856722.000000 Penalty: 6029.469727
	Iteration 5Q: 3 clusters Score -2.385672e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -23858730.000000 Penalty: 6029.469727
	Iteration 6Q: 3 clusters Score -2.385873e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -23862000.000000 Penalty: 6029.469727
	Iteration 7Q: 3 clusters Score -2.3862e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124344 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -23867802.000000 Penalty: 6029.469727
	Iteration 8F: 3 clusters Score -2.38678e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -23877214.000000 Penalty: 6029.469727
	Iteration 9F: 3 clusters Score -2.387721e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -23889488.000000 Penalty: 6029.469727
	Iteration 10F: 3 clusters Score -2.388949e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165003 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -23899820.000000 Penalty: 6029.469727
	Iteration 11F: 3 clusters Score -2.389982e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -23906572.000000 Penalty: 6029.469727
	Iteration 12F: 3 clusters Score -2.390657e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -23910260.000000 Penalty: 6029.469727
	Iteration 13Q: 3 clusters Score -2.391026e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184855 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -23912584.000000 Penalty: 6029.469727
	Iteration 14Q: 3 clusters Score -2.391258e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186990 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -23913826.000000 Penalty: 6029.469727
	Iteration 15Q: 3 clusters Score -2.391383e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188176 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23914528.000000 Penalty: 6029.469727
	Iteration 16Q: 3 clusters Score -2.391453e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23914882.000000 Penalty: 6029.469727
	Iteration 17Q: 3 clusters Score -2.391488e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23915068.000000 Penalty: 6029.469727
	Iteration 18Q: 3 clusters Score -2.391507e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189381 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -23915214.000000 Penalty: 6029.469727
	Iteration 19Q: 3 clusters Score -2.391521e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189506 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23915296.000000 Penalty: 6029.469727
	Iteration 20F: 3 clusters Score -2.39153e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23915372.000000 Penalty: 6029.469727
	Iteration 21Q: 3 clusters Score -2.391537e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -23915426.000000 Penalty: 6029.469727
	Iteration 22Q: 3 clusters Score -2.391543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189677 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23915468.000000 Penalty: 6029.469727
	Iteration 23Q: 3 clusters Score -2.391547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189699 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -23915484.000000 Penalty: 6029.469727
	Iteration 24Q: 3 clusters Score -2.391548e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189735 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -23915536.000000 Penalty: 6029.469727
	Iteration 25Q: 3 clusters Score -2.391554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189754 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -23915548.000000 Penalty: 6029.469727
	Iteration 26Q: 3 clusters Score -2.391555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189771 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -23915568.000000 Penalty: 6029.469727
	Iteration 27Q: 3 clusters Score -2.391557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189777 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -23915566.000000 Penalty: 6029.469727
	Iteration 28Q: 3 clusters Score -2.391557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189779 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23915584.000000 Penalty: 6029.469727
	Iteration 29Q: 3 clusters Score -2.391558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189786 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -23915590.000000 Penalty: 6029.469727
	Iteration 30Q: 3 clusters Score -2.391559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189792 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -23915606.000000 Penalty: 6029.469727
	Iteration 31Q: 3 clusters Score -2.391561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189796 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23915594.000000 Penalty: 6029.469727
	Iteration 32Q: 3 clusters Score -2.391559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189798 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -23915600.000000 Penalty: 6029.469727
	Iteration 33Q: 3 clusters Score -2.39156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189798 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -23915608.000000 Penalty: 6029.469727
	Iteration 34Q: 3 clusters Score -2.391561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189800 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23915612.000000 Penalty: 6029.469727
	Iteration 35Q: 3 clusters Score -2.391561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189801 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23915618.000000 Penalty: 6029.469727
	Iteration 36Q: 3 clusters Score -2.391562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189801 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23915620.000000 Penalty: 6029.469727
	Iteration 37Q: 3 clusters Score -2.391562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189801 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23915622.000000 Penalty: 6029.469727
	Iteration 38Q: 3 clusters Score -2.391562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189802 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -23915612.000000 Penalty: 6029.469727
	Iteration 39Q: 3 clusters Score -2.391561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -23915628.000000 Penalty: 6029.469727
	Iteration 40F: 3 clusters Score -2.391563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189807 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -23915628.000000 Penalty: 6029.469727
	Iteration 41Q: 3 clusters Score -2.391563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189808 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -23915636.000000 Penalty: 6029.469727
	Iteration 42Q: 3 clusters Score -2.391564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189808 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -23915636.000000 Penalty: 6029.469727
	Iteration 43F: 3 clusters Score -2.391564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Entering Unmasked Estep 
Score: -19455534.000000 Penalty: 2962.053955
	Iteration 0F: 2 clusters Score -1.945553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -19355146.000000 Penalty: 5924.107910
	Iteration 0F: 3 clusters Score -1.935515e+07 nChanged 73447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -19397118.000000 Penalty: 5924.107910
	Iteration 1F: 3 clusters Score -1.939712e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -19398126.000000 Penalty: 5924.107910
	Iteration 2Q: 3 clusters Score -1.939813e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -19399020.000000 Penalty: 5924.107910
	Iteration 3Q: 3 clusters Score -1.939902e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -19400174.000000 Penalty: 5924.107910
	Iteration 4Q: 3 clusters Score -1.940017e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -19401616.000000 Penalty: 5924.107910
	Iteration 5Q: 3 clusters Score -1.940162e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -19403682.000000 Penalty: 5924.107910
	Iteration 6Q: 3 clusters Score -1.940368e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -19407122.000000 Penalty: 5924.107910
	Iteration 7Q: 3 clusters Score -1.940712e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -19412474.000000 Penalty: 5924.107910
	Iteration 8F: 3 clusters Score -1.941247e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -19420354.000000 Penalty: 5924.107910
	Iteration 9F: 3 clusters Score -1.942035e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -19428998.000000 Penalty: 5924.107910
	Iteration 10F: 3 clusters Score -1.9429e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -19437312.000000 Penalty: 5924.107910
	Iteration 11F: 3 clusters Score -1.943731e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -19443070.000000 Penalty: 5924.107910
	Iteration 12Q: 3 clusters Score -1.944307e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -19446278.000000 Penalty: 5924.107910
	Iteration 13Q: 3 clusters Score -1.944628e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -19448068.000000 Penalty: 5924.107910
	Iteration 14Q: 3 clusters Score -1.944807e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139218 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -19449192.000000 Penalty: 5924.107910
	Iteration 15Q: 3 clusters Score -1.944919e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -19450046.000000 Penalty: 5924.107910
	Iteration 16Q: 3 clusters Score -1.945005e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -19450810.000000 Penalty: 5924.107910
	Iteration 17Q: 3 clusters Score -1.945081e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -19451522.000000 Penalty: 5924.107910
	Iteration 18Q: 3 clusters Score -1.945152e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -19452062.000000 Penalty: 5924.107910
	Iteration 19Q: 3 clusters Score -1.945206e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -19452448.000000 Penalty: 5924.107910
	Iteration 20F: 3 clusters Score -1.945245e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -19452634.000000 Penalty: 5924.107910
	Iteration 21Q: 3 clusters Score -1.945263e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -19452828.000000 Penalty: 5924.107910
	Iteration 22Q: 3 clusters Score -1.945283e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -19453100.000000 Penalty: 5924.107910
	Iteration 23Q: 3 clusters Score -1.94531e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148624 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -19453242.000000 Penalty: 5924.107910
	Iteration 24Q: 3 clusters Score -1.945324e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -19453376.000000 Penalty: 5924.107910
	Iteration 25Q: 3 clusters Score -1.945338e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149587 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19453458.000000 Penalty: 5924.107910
	Iteration 26Q: 3 clusters Score -1.945346e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149956 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -19453530.000000 Penalty: 5924.107910
	Iteration 27Q: 3 clusters Score -1.945353e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -19453560.000000 Penalty: 5924.107910
	Iteration 28Q: 3 clusters Score -1.945356e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150545 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19453578.000000 Penalty: 5924.107910
	Iteration 29Q: 3 clusters Score -1.945358e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -19453594.000000 Penalty: 5924.107910
	Iteration 30Q: 3 clusters Score -1.945359e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19453616.000000 Penalty: 5924.107910
	Iteration 31Q: 3 clusters Score -1.945362e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -19453626.000000 Penalty: 5924.107910
	Iteration 32Q: 3 clusters Score -1.945363e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -19453640.000000 Penalty: 5924.107910
	Iteration 33Q: 3 clusters Score -1.945364e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19453672.000000 Penalty: 5924.107910
	Iteration 34Q: 3 clusters Score -1.945367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151640 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19453676.000000 Penalty: 5924.107910
	Iteration 35Q: 3 clusters Score -1.945368e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151731 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19453674.000000 Penalty: 5924.107910
	Iteration 36Q: 3 clusters Score -1.945367e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151805 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -19453682.000000 Penalty: 5924.107910
	Iteration 37Q: 3 clusters Score -1.945368e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19453668.000000 Penalty: 5924.107910
	Iteration 38Q: 3 clusters Score -1.945367e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19453664.000000 Penalty: 5924.107910
	Iteration 39Q: 3 clusters Score -1.945366e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19453654.000000 Penalty: 5924.107910
	Iteration 40F: 3 clusters Score -1.945365e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152027 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -19453660.000000 Penalty: 5924.107910
	Iteration 41Q: 3 clusters Score -1.945366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -19453664.000000 Penalty: 5924.107910
	Iteration 42Q: 3 clusters Score -1.945366e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19453656.000000 Penalty: 5924.107910
	Iteration 43Q: 3 clusters Score -1.945366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -19453650.000000 Penalty: 5924.107910
	Iteration 44Q: 3 clusters Score -1.945365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19453668.000000 Penalty: 5924.107910
	Iteration 45Q: 3 clusters Score -1.945367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152182 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19453658.000000 Penalty: 5924.107910
	Iteration 46Q: 3 clusters Score -1.945366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152201 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19453638.000000 Penalty: 5924.107910
	Iteration 47Q: 3 clusters Score -1.945364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19453642.000000 Penalty: 5924.107910
	Iteration 48Q: 3 clusters Score -1.945364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19453666.000000 Penalty: 5924.107910
	Iteration 49Q: 3 clusters Score -1.945367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19453668.000000 Penalty: 5924.107910
	Iteration 50Q: 3 clusters Score -1.945367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19453666.000000 Penalty: 5924.107910
	Iteration 51Q: 3 clusters Score -1.945367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152258 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19453660.000000 Penalty: 5924.107910
	Iteration 52Q: 3 clusters Score -1.945366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19453662.000000 Penalty: 5924.107910
	Iteration 53Q: 3 clusters Score -1.945366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19453654.000000 Penalty: 5924.107910
	Iteration 54Q: 3 clusters Score -1.945365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19453640.000000 Penalty: 5924.107910
	Iteration 55Q: 3 clusters Score -1.945364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19453652.000000 Penalty: 5924.107910
	Iteration 56Q: 3 clusters Score -1.945365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -19453654.000000 Penalty: 5924.107910
	Iteration 57Q: 3 clusters Score -1.945365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -19453662.000000 Penalty: 5924.107910
	Iteration 58Q: 3 clusters Score -1.945366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19453660.000000 Penalty: 5924.107910
	Iteration 59Q: 3 clusters Score -1.945366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -19453666.000000 Penalty: 5924.107910
	Iteration 60F: 3 clusters Score -1.945367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19453662.000000 Penalty: 5924.107910
	Iteration 61Q: 3 clusters Score -1.945366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19453646.000000 Penalty: 5924.107910
	Iteration 62Q: 3 clusters Score -1.945365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19453644.000000 Penalty: 5924.107910
	Iteration 63Q: 3 clusters Score -1.945364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19453636.000000 Penalty: 5924.107910
	Iteration 64Q: 3 clusters Score -1.945364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19453624.000000 Penalty: 5924.107910
	Iteration 65Q: 3 clusters Score -1.945362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152322 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19453618.000000 Penalty: 5924.107910
	Iteration 66Q: 3 clusters Score -1.945362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19453626.000000 Penalty: 5924.107910
	Iteration 67Q: 3 clusters Score -1.945363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19453622.000000 Penalty: 5924.107910
	Iteration 68Q: 3 clusters Score -1.945362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19453628.000000 Penalty: 5924.107910
	Iteration 69Q: 3 clusters Score -1.945363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19453632.000000 Penalty: 5924.107910
	Iteration 70Q: 3 clusters Score -1.945363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19453632.000000 Penalty: 5924.107910
	Iteration 71F: 3 clusters Score -1.945363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19165 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152466 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16973 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21818 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45044 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190268 members 
Mstep: Class 22 contains 153855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753576.000000 Penalty: 74535.210938
Iteration 439Q: 23 clusters Score -1.057536e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168546 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152466 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16968 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21879 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45020 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190238 members 
Mstep: Class 22 contains 153835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753640.000000 Penalty: 74535.210938
Iteration 440F: 23 clusters Score -1.057536e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168576 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19159 members 
Mstep: Class 4 contains 71085 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152460 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16967 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21921 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45002 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190228 members 
Mstep: Class 22 contains 153799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753560.000000 Penalty: 74535.210938
Iteration 441Q: 23 clusters Score -1.057536e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168595 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19155 members 
Mstep: Class 4 contains 71092 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152461 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16967 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 21972 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44985 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190195 members 
Mstep: Class 22 contains 153776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753440.000000 Penalty: 74535.210938
Iteration 442Q: 23 clusters Score -1.057534e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 71094 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152447 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22043 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44956 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190175 members 
Mstep: Class 22 contains 153748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753432.000000 Penalty: 74535.210938
Iteration 443Q: 23 clusters Score -1.057534e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168647 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19144 members 
Mstep: Class 4 contains 71095 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152431 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16962 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22110 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44932 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190154 members 
Mstep: Class 22 contains 153723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753432.000000 Penalty: 74535.210938
Iteration 444Q: 23 clusters Score -1.057534e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19139 members 
Mstep: Class 4 contains 71100 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152415 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16955 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22183 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44906 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190126 members 
Mstep: Class 22 contains 153697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753448.000000 Penalty: 74535.210938
Iteration 445Q: 23 clusters Score -1.057534e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19130 members 
Mstep: Class 4 contains 71098 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152409 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16946 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44881 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190097 members 
Mstep: Class 22 contains 153672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753424.000000 Penalty: 74535.210938
Iteration 446Q: 23 clusters Score -1.057534e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19119 members 
Mstep: Class 4 contains 71094 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152398 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16947 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44858 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190059 members 
Mstep: Class 22 contains 153656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753216.000000 Penalty: 74535.210938
Iteration 447Q: 23 clusters Score -1.057532e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19109 members 
Mstep: Class 4 contains 71086 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152404 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16947 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22406 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44839 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190068 members 
Mstep: Class 22 contains 153625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753200.000000 Penalty: 74535.210938
Iteration 448Q: 23 clusters Score -1.057532e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19099 members 
Mstep: Class 4 contains 71085 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152413 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16945 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22473 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44809 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190057 members 
Mstep: Class 22 contains 153603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753272.000000 Penalty: 74535.210938
Iteration 449Q: 23 clusters Score -1.057533e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168725 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19091 members 
Mstep: Class 4 contains 71085 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152416 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16942 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22542 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44772 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190042 members 
Mstep: Class 22 contains 153584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753264.000000 Penalty: 74535.210938
Iteration 450Q: 23 clusters Score -1.057533e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19083 members 
Mstep: Class 4 contains 71080 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152414 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16942 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22603 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44753 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190040 members 
Mstep: Class 22 contains 153561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753376.000000 Penalty: 74535.210938
Iteration 451Q: 23 clusters Score -1.057534e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19067 members 
Mstep: Class 4 contains 71079 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152403 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16941 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22670 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 44732 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190027 members 
Mstep: Class 22 contains 153548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753392.000000 Penalty: 74535.210938
Iteration 452Q: 23 clusters Score -1.057534e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152393 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22726 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44707 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190023 members 
Mstep: Class 22 contains 153531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753400.000000 Penalty: 74535.210938
Iteration 453Q: 23 clusters Score -1.057534e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 71085 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152378 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16937 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22784 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44675 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190028 members 
Mstep: Class 22 contains 153521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753480.000000 Penalty: 74535.210938
Iteration 454Q: 23 clusters Score -1.057535e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168753 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19034 members 
Mstep: Class 4 contains 71087 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152378 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22844 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44650 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190020 members 
Mstep: Class 22 contains 153497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753312.000000 Penalty: 74535.210938
Iteration 455Q: 23 clusters Score -1.057533e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19021 members 
Mstep: Class 4 contains 71085 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152382 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22914 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44621 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 190001 members 
Mstep: Class 22 contains 153480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753400.000000 Penalty: 74535.210938
Iteration 456Q: 23 clusters Score -1.057534e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 19008 members 
Mstep: Class 4 contains 71081 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152363 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 22974 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44595 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189995 members 
Mstep: Class 22 contains 153466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753320.000000 Penalty: 74535.210938
Iteration 457Q: 23 clusters Score -1.057533e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18998 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152350 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23029 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44566 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189993 members 
Mstep: Class 22 contains 153456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753432.000000 Penalty: 74535.210938
Iteration 458Q: 23 clusters Score -1.057534e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18988 members 
Mstep: Class 4 contains 71083 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152337 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16927 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23079 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44558 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189979 members 
Mstep: Class 22 contains 153444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753360.000000 Penalty: 74535.210938
Iteration 459Q: 23 clusters Score -1.057534e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18975 members 
Mstep: Class 4 contains 71083 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152332 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23125 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44548 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189970 members 
Mstep: Class 22 contains 153439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753384.000000 Penalty: 74535.210938
Iteration 460F: 23 clusters Score -1.057534e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18966 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152321 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16917 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23177 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44534 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189961 members 
Mstep: Class 22 contains 153432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753480.000000 Penalty: 74535.210938
Iteration 461Q: 23 clusters Score -1.057535e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18960 members 
Mstep: Class 4 contains 71088 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152307 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16912 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23220 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44518 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189958 members 
Mstep: Class 22 contains 153427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753488.000000 Penalty: 74535.210938
Iteration 462Q: 23 clusters Score -1.057535e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 71088 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152307 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16910 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23271 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44502 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189934 members 
Mstep: Class 22 contains 153427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753536.000000 Penalty: 74535.210938
Iteration 463Q: 23 clusters Score -1.057535e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18950 members 
Mstep: Class 4 contains 71089 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152306 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16907 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23319 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44480 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189918 members 
Mstep: Class 22 contains 153411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753568.000000 Penalty: 74535.210938
Iteration 464Q: 23 clusters Score -1.057536e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18945 members 
Mstep: Class 4 contains 71094 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152308 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23365 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44464 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189897 members 
Mstep: Class 22 contains 153402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753544.000000 Penalty: 74535.210938
Iteration 465Q: 23 clusters Score -1.057535e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18938 members 
Mstep: Class 4 contains 71095 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152310 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16901 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23408 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44453 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189874 members 
Mstep: Class 22 contains 153395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753560.000000 Penalty: 74535.210938
Iteration 466Q: 23 clusters Score -1.057536e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18932 members 
Mstep: Class 4 contains 71099 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152300 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23447 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189859 members 
Mstep: Class 22 contains 153399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753544.000000 Penalty: 74535.210938
Iteration 467Q: 23 clusters Score -1.057535e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 18922 members 
Mstep: Class 4 contains 71100 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152295 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23486 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44414 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189849 members 
Mstep: Class 22 contains 153405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753608.000000 Penalty: 74535.210938
Iteration 468Q: 23 clusters Score -1.057536e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168824 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 18915 members 
Mstep: Class 4 contains 71103 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152288 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23514 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44398 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189843 members 
Mstep: Class 22 contains 153413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753544.000000 Penalty: 74535.210938
Iteration 469Q: 23 clusters Score -1.057535e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 18913 members 
Mstep: Class 4 contains 71107 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152289 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23544 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44383 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189827 members 
Mstep: Class 22 contains 153412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753528.000000 Penalty: 74535.210938
Iteration 470Q: 23 clusters Score -1.057535e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168812 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 18911 members 
Mstep: Class 4 contains 71109 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152287 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16901 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23574 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44370 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189818 members 
Mstep: Class 22 contains 153418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753608.000000 Penalty: 74535.210938
Iteration 471Q: 23 clusters Score -1.057536e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 71112 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152291 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16901 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23601 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44353 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189817 members 
Mstep: Class 22 contains 153416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753624.000000 Penalty: 74535.210938
Iteration 472Q: 23 clusters Score -1.057536e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168789 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 71119 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152296 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16900 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23620 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44341 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189816 members 
Mstep: Class 22 contains 153418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753504.000000 Penalty: 74535.210938
Iteration 473Q: 23 clusters Score -1.057535e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168779 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 18905 members 
Mstep: Class 4 contains 71123 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152301 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23639 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44329 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189820 members 
Mstep: Class 22 contains 153416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753600.000000 Penalty: 74535.210938
Iteration 474Q: 23 clusters Score -1.057536e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 6452 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 71126 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152306 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23661 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44315 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189822 members 
Mstep: Class 22 contains 153416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753552.000000 Penalty: 74535.210938
Iteration 475Q: 23 clusters Score -1.057536e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 6451 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 71125 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152318 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16898 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23674 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189824 members 
Mstep: Class 22 contains 153415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753544.000000 Penalty: 74535.210938
Iteration 476Q: 23 clusters Score -1.057535e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 71122 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152323 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16898 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23688 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44303 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189831 members 
Mstep: Class 22 contains 153410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753544.000000 Penalty: 74535.210938
Iteration 477Q: 23 clusters Score -1.057535e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168732 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 71122 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152324 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23698 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44298 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189828 members 
Mstep: Class 22 contains 153414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753448.000000 Penalty: 74535.210938
Iteration 478Q: 23 clusters Score -1.057534e+08 nChanged 44
Entering ConstructFrom: 
Score: -105753448.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -21142582.000000 Penalty: 2984.937256
	Iteration 0F: 2 clusters Score -2.114258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -21032058.000000 Penalty: 5969.874512
	Iteration 0F: 3 clusters Score -2.103206e+07 nChanged 80671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -21079346.000000 Penalty: 5969.874512
	Iteration 1F: 3 clusters Score -2.107935e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -21081322.000000 Penalty: 5969.874512
	Iteration 2Q: 3 clusters Score -2.108132e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -21084294.000000 Penalty: 5969.874512
	Iteration 3Q: 3 clusters Score -2.108429e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -21088962.000000 Penalty: 5969.874512
	Iteration 4F: 3 clusters Score -2.108896e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -21096230.000000 Penalty: 5969.874512
	Iteration 5F: 3 clusters Score -2.109623e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -21105654.000000 Penalty: 5969.874512
	Iteration 6F: 3 clusters Score -2.110565e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -21115810.000000 Penalty: 5969.874512
	Iteration 7F: 3 clusters Score -2.111581e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -21123636.000000 Penalty: 5969.874512
	Iteration 8F: 3 clusters Score -2.112364e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -21128544.000000 Penalty: 5969.874512
	Iteration 9Q: 3 clusters Score -2.112854e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -21131288.000000 Penalty: 5969.874512
	Iteration 10Q: 3 clusters Score -2.113129e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -21133368.000000 Penalty: 5969.874512
	Iteration 11Q: 3 clusters Score -2.113337e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -21134934.000000 Penalty: 5969.874512
	Iteration 12Q: 3 clusters Score -2.113493e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -21136150.000000 Penalty: 5969.874512
	Iteration 13Q: 3 clusters Score -2.113615e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -21137020.000000 Penalty: 5969.874512
	Iteration 14Q: 3 clusters Score -2.113702e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161712 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -21137818.000000 Penalty: 5969.874512
	Iteration 15Q: 3 clusters Score -2.113782e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -21138426.000000 Penalty: 5969.874512
	Iteration 16Q: 3 clusters Score -2.113843e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -21138848.000000 Penalty: 5969.874512
	Iteration 17Q: 3 clusters Score -2.113885e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -21139212.000000 Penalty: 5969.874512
	Iteration 18Q: 3 clusters Score -2.113921e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21139494.000000 Penalty: 5969.874512
	Iteration 19Q: 3 clusters Score -2.113949e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165971 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -21139628.000000 Penalty: 5969.874512
	Iteration 20F: 3 clusters Score -2.113963e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -21139688.000000 Penalty: 5969.874512
	Iteration 21Q: 3 clusters Score -2.113969e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21139772.000000 Penalty: 5969.874512
	Iteration 22Q: 3 clusters Score -2.113977e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21139850.000000 Penalty: 5969.874512
	Iteration 23Q: 3 clusters Score -2.113985e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21139888.000000 Penalty: 5969.874512
	Iteration 24Q: 3 clusters Score -2.113989e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21139926.000000 Penalty: 5969.874512
	Iteration 25Q: 3 clusters Score -2.113993e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21140000.000000 Penalty: 5969.874512
	Iteration 26Q: 3 clusters Score -2.114e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167271 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21140046.000000 Penalty: 5969.874512
	Iteration 27Q: 3 clusters Score -2.114005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167331 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21140110.000000 Penalty: 5969.874512
	Iteration 28Q: 3 clusters Score -2.114011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21140102.000000 Penalty: 5969.874512
	Iteration 29Q: 3 clusters Score -2.11401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21140134.000000 Penalty: 5969.874512
	Iteration 30Q: 3 clusters Score -2.114013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167482 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21140150.000000 Penalty: 5969.874512
	Iteration 31Q: 3 clusters Score -2.114015e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21140150.000000 Penalty: 5969.874512
	Iteration 32Q: 3 clusters Score -2.114015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21140152.000000 Penalty: 5969.874512
	Iteration 33Q: 3 clusters Score -2.114015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21140176.000000 Penalty: 5969.874512
	Iteration 34Q: 3 clusters Score -2.114018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21140174.000000 Penalty: 5969.874512
	Iteration 35Q: 3 clusters Score -2.114017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167569 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21140188.000000 Penalty: 5969.874512
	Iteration 36Q: 3 clusters Score -2.114019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21140192.000000 Penalty: 5969.874512
	Iteration 37Q: 3 clusters Score -2.114019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21140206.000000 Penalty: 5969.874512
	Iteration 38Q: 3 clusters Score -2.114021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167595 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21140188.000000 Penalty: 5969.874512
	Iteration 39Q: 3 clusters Score -2.114019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21140206.000000 Penalty: 5969.874512
	Iteration 40F: 3 clusters Score -2.114021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21140200.000000 Penalty: 5969.874512
	Iteration 41Q: 3 clusters Score -2.11402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21140212.000000 Penalty: 5969.874512
	Iteration 42Q: 3 clusters Score -2.114021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21140222.000000 Penalty: 5969.874512
	Iteration 43Q: 3 clusters Score -2.114022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21140228.000000 Penalty: 5969.874512
	Iteration 44Q: 3 clusters Score -2.114023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21140218.000000 Penalty: 5969.874512
	Iteration 45Q: 3 clusters Score -2.114022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21140230.000000 Penalty: 5969.874512
	Iteration 46Q: 3 clusters Score -2.114023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21140212.000000 Penalty: 5969.874512
	Iteration 47Q: 3 clusters Score -2.114021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21140210.000000 Penalty: 5969.874512
	Iteration 48Q: 3 clusters Score -2.114021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21140224.000000 Penalty: 5969.874512
	Iteration 49Q: 3 clusters Score -2.114022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21140230.000000 Penalty: 5969.874512
	Iteration 50Q: 3 clusters Score -2.114023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21140230.000000 Penalty: 5969.874512
	Iteration 51F: 3 clusters Score -2.114023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -767258.312500 Penalty: 2175.338379
	Iteration 0F: 2 clusters Score -767258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -761803.687500 Penalty: 4350.676758
	Iteration 0F: 3 clusters Score -761803.7 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -763220.562500 Penalty: 4350.676758
	Iteration 1F: 3 clusters Score -763220.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -763527.062500 Penalty: 4350.676758
	Iteration 2F: 3 clusters Score -763527.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -763823.687500 Penalty: 4350.676758
	Iteration 3F: 3 clusters Score -763823.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -764130.562500 Penalty: 4350.676758
	Iteration 4F: 3 clusters Score -764130.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -764434.125000 Penalty: 4350.676758
	Iteration 5F: 3 clusters Score -764434.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -764710.937500 Penalty: 4350.676758
	Iteration 6F: 3 clusters Score -764710.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -764955.500000 Penalty: 4350.676758
	Iteration 7F: 3 clusters Score -764955.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -765147.687500 Penalty: 4350.676758
	Iteration 8Q: 3 clusters Score -765147.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -765324.625000 Penalty: 4350.676758
	Iteration 9Q: 3 clusters Score -765324.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -765491.437500 Penalty: 4350.676758
	Iteration 10Q: 3 clusters Score -765491.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -765625.562500 Penalty: 4350.676758
	Iteration 11Q: 3 clusters Score -765625.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -765729.812500 Penalty: 4350.676758
	Iteration 12Q: 3 clusters Score -765729.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -765824.187500 Penalty: 4350.676758
	Iteration 13Q: 3 clusters Score -765824.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -765890.000000 Penalty: 4350.676758
	Iteration 14Q: 3 clusters Score -765890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -765935.125000 Penalty: 4350.676758
	Iteration 15Q: 3 clusters Score -765935.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -765966.687500 Penalty: 4350.676758
	Iteration 16Q: 3 clusters Score -765966.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -765987.312500 Penalty: 4350.676758
	Iteration 17Q: 3 clusters Score -765987.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -766000.437500 Penalty: 4350.676758
	Iteration 18Q: 3 clusters Score -766000.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -766010.187500 Penalty: 4350.676758
	Iteration 19Q: 3 clusters Score -766010.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -766018.625000 Penalty: 4350.676758
	Iteration 20F: 3 clusters Score -766018.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -766031.125000 Penalty: 4350.676758
	Iteration 21Q: 3 clusters Score -766031.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -766042.312500 Penalty: 4350.676758
	Iteration 22Q: 3 clusters Score -766042.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -766049.187500 Penalty: 4350.676758
	Iteration 23Q: 3 clusters Score -766049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -766055.875000 Penalty: 4350.676758
	Iteration 24Q: 3 clusters Score -766055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -766060.625000 Penalty: 4350.676758
	Iteration 25Q: 3 clusters Score -766060.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -766069.375000 Penalty: 4350.676758
	Iteration 26Q: 3 clusters Score -766069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -766070.625000 Penalty: 4350.676758
	Iteration 27Q: 3 clusters Score -766070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -766075.250000 Penalty: 4350.676758
	Iteration 28Q: 3 clusters Score -766075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -766078.687500 Penalty: 4350.676758
	Iteration 29Q: 3 clusters Score -766078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -766080.062500 Penalty: 4350.676758
	Iteration 30Q: 3 clusters Score -766080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -766083.375000 Penalty: 4350.676758
	Iteration 31Q: 3 clusters Score -766083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -766083.312500 Penalty: 4350.676758
	Iteration 32Q: 3 clusters Score -766083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -766084.250000 Penalty: 4350.676758
	Iteration 33Q: 3 clusters Score -766084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -766086.375000 Penalty: 4350.676758
	Iteration 34Q: 3 clusters Score -766086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -766089.125000 Penalty: 4350.676758
	Iteration 35Q: 3 clusters Score -766089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -766089.500000 Penalty: 4350.676758
	Iteration 36Q: 3 clusters Score -766089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -766090.562500 Penalty: 4350.676758
	Iteration 37Q: 3 clusters Score -766090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -766095.312500 Penalty: 4350.676758
	Iteration 38Q: 3 clusters Score -766095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -766098.375000 Penalty: 4350.676758
	Iteration 39Q: 3 clusters Score -766098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -766104.500000 Penalty: 4350.676758
	Iteration 40F: 3 clusters Score -766104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -766108.937500 Penalty: 4350.676758
	Iteration 41Q: 3 clusters Score -766108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -766118.125000 Penalty: 4350.676758
	Iteration 42Q: 3 clusters Score -766118.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -766125.812500 Penalty: 4350.676758
	Iteration 43Q: 3 clusters Score -766125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -766135.625000 Penalty: 4350.676758
	Iteration 44Q: 3 clusters Score -766135.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -766141.937500 Penalty: 4350.676758
	Iteration 45Q: 3 clusters Score -766141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -766146.312500 Penalty: 4350.676758
	Iteration 46Q: 3 clusters Score -766146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -766147.437500 Penalty: 4350.676758
	Iteration 47Q: 3 clusters Score -766147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -766148.375000 Penalty: 4350.676758
	Iteration 48Q: 3 clusters Score -766148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -766148.750000 Penalty: 4350.676758
	Iteration 49Q: 3 clusters Score -766148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -766149.750000 Penalty: 4350.676758
	Iteration 50Q: 3 clusters Score -766149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -766149.062500 Penalty: 4350.676758
	Iteration 51Q: 3 clusters Score -766149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -766149.625000 Penalty: 4350.676758
	Iteration 52Q: 3 clusters Score -766149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -766149.625000 Penalty: 4350.676758
	Iteration 53F: 3 clusters Score -766149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Entering Unmasked Estep 
Score: -2408297.500000 Penalty: 2442.048584
	Iteration 0F: 2 clusters Score -2408298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2394958.500000 Penalty: 4884.097168
	Iteration 0F: 3 clusters Score -2394958 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2399322.750000 Penalty: 4884.097168
	Iteration 1F: 3 clusters Score -2399323 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2399765.250000 Penalty: 4884.097168
	Iteration 2F: 3 clusters Score -2399765 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2400193.250000 Penalty: 4884.097168
	Iteration 3Q: 3 clusters Score -2400193 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2400599.750000 Penalty: 4884.097168
	Iteration 4Q: 3 clusters Score -2400600 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2401063.500000 Penalty: 4884.097168
	Iteration 5Q: 3 clusters Score -2401064 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2401528.000000 Penalty: 4884.097168
	Iteration 6Q: 3 clusters Score -2401528 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2402000.750000 Penalty: 4884.097168
	Iteration 7Q: 3 clusters Score -2402001 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2402473.750000 Penalty: 4884.097168
	Iteration 8Q: 3 clusters Score -2402474 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2402960.750000 Penalty: 4884.097168
	Iteration 9Q: 3 clusters Score -2402961 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2403432.750000 Penalty: 4884.097168
	Iteration 10Q: 3 clusters Score -2403433 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2403858.000000 Penalty: 4884.097168
	Iteration 11Q: 3 clusters Score -2403858 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2404214.750000 Penalty: 4884.097168
	Iteration 12Q: 3 clusters Score -2404215 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2404512.250000 Penalty: 4884.097168
	Iteration 13Q: 3 clusters Score -2404512 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2404754.750000 Penalty: 4884.097168
	Iteration 14Q: 3 clusters Score -2404755 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2404981.250000 Penalty: 4884.097168
	Iteration 15Q: 3 clusters Score -2404981 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2405174.250000 Penalty: 4884.097168
	Iteration 16Q: 3 clusters Score -2405174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2405330.500000 Penalty: 4884.097168
	Iteration 17Q: 3 clusters Score -2405330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2405460.500000 Penalty: 4884.097168
	Iteration 18Q: 3 clusters Score -2405460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2405574.750000 Penalty: 4884.097168
	Iteration 19Q: 3 clusters Score -2405575 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2405660.500000 Penalty: 4884.097168
	Iteration 20F: 3 clusters Score -2405660 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2405740.750000 Penalty: 4884.097168
	Iteration 21Q: 3 clusters Score -2405741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2405809.000000 Penalty: 4884.097168
	Iteration 22Q: 3 clusters Score -2405809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2405882.000000 Penalty: 4884.097168
	Iteration 23Q: 3 clusters Score -2405882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2405941.250000 Penalty: 4884.097168
	Iteration 24Q: 3 clusters Score -2405941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2405988.500000 Penalty: 4884.097168
	Iteration 25Q: 3 clusters Score -2405988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2406028.500000 Penalty: 4884.097168
	Iteration 26Q: 3 clusters Score -2406028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2406050.250000 Penalty: 4884.097168
	Iteration 27Q: 3 clusters Score -2406050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2406076.750000 Penalty: 4884.097168
	Iteration 28Q: 3 clusters Score -2406077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2406093.500000 Penalty: 4884.097168
	Iteration 29Q: 3 clusters Score -2406094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2406104.750000 Penalty: 4884.097168
	Iteration 30Q: 3 clusters Score -2406105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2406112.500000 Penalty: 4884.097168
	Iteration 31Q: 3 clusters Score -2406112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2406121.750000 Penalty: 4884.097168
	Iteration 32Q: 3 clusters Score -2406122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2406135.750000 Penalty: 4884.097168
	Iteration 33Q: 3 clusters Score -2406136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2406138.000000 Penalty: 4884.097168
	Iteration 34Q: 3 clusters Score -2406138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2406149.000000 Penalty: 4884.097168
	Iteration 35Q: 3 clusters Score -2406149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2406153.750000 Penalty: 4884.097168
	Iteration 36Q: 3 clusters Score -2406154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2406157.250000 Penalty: 4884.097168
	Iteration 37Q: 3 clusters Score -2406157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2406160.750000 Penalty: 4884.097168
	Iteration 38Q: 3 clusters Score -2406161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2406160.250000 Penalty: 4884.097168
	Iteration 39Q: 3 clusters Score -2406160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2406169.000000 Penalty: 4884.097168
	Iteration 40F: 3 clusters Score -2406169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2406173.750000 Penalty: 4884.097168
	Iteration 41Q: 3 clusters Score -2406174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2406173.000000 Penalty: 4884.097168
	Iteration 42Q: 3 clusters Score -2406173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2406181.500000 Penalty: 4884.097168
	Iteration 43Q: 3 clusters Score -2406182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2406180.500000 Penalty: 4884.097168
	Iteration 44Q: 3 clusters Score -2406180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2406184.500000 Penalty: 4884.097168
	Iteration 45Q: 3 clusters Score -2406184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2406186.000000 Penalty: 4884.097168
	Iteration 46Q: 3 clusters Score -2406186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2406186.250000 Penalty: 4884.097168
	Iteration 47Q: 3 clusters Score -2406186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2406186.750000 Penalty: 4884.097168
	Iteration 48Q: 3 clusters Score -2406187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2406189.500000 Penalty: 4884.097168
	Iteration 49Q: 3 clusters Score -2406190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2406189.500000 Penalty: 4884.097168
	Iteration 50F: 3 clusters Score -2406190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Entering Unmasked Estep 
Score: -8670006.000000 Penalty: 2770.693604
	Iteration 0F: 2 clusters Score -8670006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -8622480.000000 Penalty: 5541.387207
	Iteration 0F: 3 clusters Score -8622480 nChanged 33271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -8641032.000000 Penalty: 5541.387207
	Iteration 1F: 3 clusters Score -8641032 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -8641679.000000 Penalty: 5541.387207
	Iteration 2Q: 3 clusters Score -8641679 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -8642355.000000 Penalty: 5541.387207
	Iteration 3Q: 3 clusters Score -8642355 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -8643293.000000 Penalty: 5541.387207
	Iteration 4Q: 3 clusters Score -8643293 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -8644838.000000 Penalty: 5541.387207
	Iteration 5Q: 3 clusters Score -8644838 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8647265.000000 Penalty: 5541.387207
	Iteration 6F: 3 clusters Score -8647265 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -8651188.000000 Penalty: 5541.387207
	Iteration 7F: 3 clusters Score -8651188 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -8656767.000000 Penalty: 5541.387207
	Iteration 8F: 3 clusters Score -8656767 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -8662118.000000 Penalty: 5541.387207
	Iteration 9F: 3 clusters Score -8662118 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8665524.000000 Penalty: 5541.387207
	Iteration 10Q: 3 clusters Score -8665524 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8666953.000000 Penalty: 5541.387207
	Iteration 11Q: 3 clusters Score -8666953 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8667350.000000 Penalty: 5541.387207
	Iteration 12Q: 3 clusters Score -8667350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8667467.000000 Penalty: 5541.387207
	Iteration 13Q: 3 clusters Score -8667467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8667532.000000 Penalty: 5541.387207
	Iteration 14Q: 3 clusters Score -8667532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8667553.000000 Penalty: 5541.387207
	Iteration 15Q: 3 clusters Score -8667553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8667558.000000 Penalty: 5541.387207
	Iteration 16Q: 3 clusters Score -8667558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8667560.000000 Penalty: 5541.387207
	Iteration 17Q: 3 clusters Score -8667560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8667560.000000 Penalty: 5541.387207
	Iteration 18Q: 3 clusters Score -8667560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8667560.000000 Penalty: 5541.387207
	Iteration 19F: 3 clusters Score -8667560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Entering Unmasked Estep 
Score: -449900.437500 Penalty: 2032.374390
	Iteration 0F: 2 clusters Score -449900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -446252.375000 Penalty: 4064.748779
	Iteration 0F: 3 clusters Score -446252.4 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -447086.531250 Penalty: 4064.748779
	Iteration 1F: 3 clusters Score -447086.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -447249.687500 Penalty: 4064.748779
	Iteration 2F: 3 clusters Score -447249.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -447333.156250 Penalty: 4064.748779
	Iteration 3Q: 3 clusters Score -447333.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -447389.250000 Penalty: 4064.748779
	Iteration 4Q: 3 clusters Score -447389.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447429.843750 Penalty: 4064.748779
	Iteration 5Q: 3 clusters Score -447429.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -447451.000000 Penalty: 4064.748779
	Iteration 6Q: 3 clusters Score -447451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -447468.093750 Penalty: 4064.748779
	Iteration 7Q: 3 clusters Score -447468.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -447483.218750 Penalty: 4064.748779
	Iteration 8Q: 3 clusters Score -447483.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -447495.125000 Penalty: 4064.748779
	Iteration 9Q: 3 clusters Score -447495.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -447506.062500 Penalty: 4064.748779
	Iteration 10Q: 3 clusters Score -447506.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -447513.093750 Penalty: 4064.748779
	Iteration 11Q: 3 clusters Score -447513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -447519.843750 Penalty: 4064.748779
	Iteration 12Q: 3 clusters Score -447519.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -447527.406250 Penalty: 4064.748779
	Iteration 13Q: 3 clusters Score -447527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447533.562500 Penalty: 4064.748779
	Iteration 14Q: 3 clusters Score -447533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -447539.750000 Penalty: 4064.748779
	Iteration 15Q: 3 clusters Score -447539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -447543.093750 Penalty: 4064.748779
	Iteration 16Q: 3 clusters Score -447543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447545.250000 Penalty: 4064.748779
	Iteration 17Q: 3 clusters Score -447545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447546.750000 Penalty: 4064.748779
	Iteration 18Q: 3 clusters Score -447546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -447548.156250 Penalty: 4064.748779
	Iteration 19Q: 3 clusters Score -447548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -447550.968750 Penalty: 4064.748779
	Iteration 20F: 3 clusters Score -447551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -447551.656250 Penalty: 4064.748779
	Iteration 21Q: 3 clusters Score -447551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -447552.406250 Penalty: 4064.748779
	Iteration 22Q: 3 clusters Score -447552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -447555.968750 Penalty: 4064.748779
	Iteration 23Q: 3 clusters Score -447556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -447558.062500 Penalty: 4064.748779
	Iteration 24Q: 3 clusters Score -447558.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -447559.406250 Penalty: 4064.748779
	Iteration 25Q: 3 clusters Score -447559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -447560.000000 Penalty: 4064.748779
	Iteration 26Q: 3 clusters Score -447560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -447559.843750 Penalty: 4064.748779
	Iteration 27Q: 3 clusters Score -447559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -447561.718750 Penalty: 4064.748779
	Iteration 28Q: 3 clusters Score -447561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447562.625000 Penalty: 4064.748779
	Iteration 29Q: 3 clusters Score -447562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447564.656250 Penalty: 4064.748779
	Iteration 30Q: 3 clusters Score -447564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -447566.593750 Penalty: 4064.748779
	Iteration 31Q: 3 clusters Score -447566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -447566.656250 Penalty: 4064.748779
	Iteration 32Q: 3 clusters Score -447566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -447567.468750 Penalty: 4064.748779
	Iteration 33Q: 3 clusters Score -447567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -447569.062500 Penalty: 4064.748779
	Iteration 34Q: 3 clusters Score -447569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -447569.718750 Penalty: 4064.748779
	Iteration 35Q: 3 clusters Score -447569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -447571.000000 Penalty: 4064.748779
	Iteration 36Q: 3 clusters Score -447571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447570.843750 Penalty: 4064.748779
	Iteration 37Q: 3 clusters Score -447570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -447572.000000 Penalty: 4064.748779
	Iteration 38Q: 3 clusters Score -447572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447571.500000 Penalty: 4064.748779
	Iteration 39Q: 3 clusters Score -447571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447571.500000 Penalty: 4064.748779
	Iteration 40F: 3 clusters Score -447571.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -123613.343750 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -123613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121714.914062 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -121714.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122342.148438 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -122342.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122685.375000 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -122685.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122907.765625 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -122907.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123035.039062 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -123035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123133.648438 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -123133.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -123196.125000 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -123196.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123245.031250 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -123245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123284.351562 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -123284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123302.015625 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -123302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123310.539062 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -123310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123316.539062 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -123316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -123323.554688 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -123323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123327.742188 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -123327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123333.937500 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -123333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123337.406250 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -123337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123339.601562 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -123339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123340.773438 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -123340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123340.773438 Penalty: 3474.421387
	Iteration 18F: 3 clusters Score -123340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -18054.527344 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -18054.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17006.320312 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -17006.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17103.990234 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -17103.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17147.097656 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -17147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17148.802734 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -17148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17148.802734 Penalty: 2615.407959
	Iteration 4F: 3 clusters Score -17148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Entering Unmasked Estep 
Score: -19194204.000000 Penalty: 2959.578613
	Iteration 0F: 2 clusters Score -1.91942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -19093372.000000 Penalty: 5919.157227
	Iteration 0F: 3 clusters Score -1.909337e+07 nChanged 73014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -19136042.000000 Penalty: 5919.157227
	Iteration 1F: 3 clusters Score -1.913604e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -19137130.000000 Penalty: 5919.157227
	Iteration 2Q: 3 clusters Score -1.913713e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -19138516.000000 Penalty: 5919.157227
	Iteration 3Q: 3 clusters Score -1.913852e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -19140412.000000 Penalty: 5919.157227
	Iteration 4Q: 3 clusters Score -1.914041e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -19143442.000000 Penalty: 5919.157227
	Iteration 5Q: 3 clusters Score -1.914344e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -19147890.000000 Penalty: 5919.157227
	Iteration 6F: 3 clusters Score -1.914789e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -19154308.000000 Penalty: 5919.157227
	Iteration 7F: 3 clusters Score -1.915431e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -19161940.000000 Penalty: 5919.157227
	Iteration 8F: 3 clusters Score -1.916194e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121419 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -19170272.000000 Penalty: 5919.157227
	Iteration 9F: 3 clusters Score -1.917027e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -19177328.000000 Penalty: 5919.157227
	Iteration 10F: 3 clusters Score -1.917733e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132626 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -19181618.000000 Penalty: 5919.157227
	Iteration 11Q: 3 clusters Score -1.918162e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -19184356.000000 Penalty: 5919.157227
	Iteration 12Q: 3 clusters Score -1.918436e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -19186094.000000 Penalty: 5919.157227
	Iteration 13Q: 3 clusters Score -1.918609e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140131 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -19187458.000000 Penalty: 5919.157227
	Iteration 14Q: 3 clusters Score -1.918746e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -19188496.000000 Penalty: 5919.157227
	Iteration 15Q: 3 clusters Score -1.91885e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -19189260.000000 Penalty: 5919.157227
	Iteration 16Q: 3 clusters Score -1.918926e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -19189866.000000 Penalty: 5919.157227
	Iteration 17Q: 3 clusters Score -1.918987e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145007 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -19190392.000000 Penalty: 5919.157227
	Iteration 18Q: 3 clusters Score -1.919039e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145663 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -19190662.000000 Penalty: 5919.157227
	Iteration 19Q: 3 clusters Score -1.919066e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146218 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -19190926.000000 Penalty: 5919.157227
	Iteration 20F: 3 clusters Score -1.919093e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -19191098.000000 Penalty: 5919.157227
	Iteration 21Q: 3 clusters Score -1.91911e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147136 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -19191250.000000 Penalty: 5919.157227
	Iteration 22Q: 3 clusters Score -1.919125e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -19191280.000000 Penalty: 5919.157227
	Iteration 23Q: 3 clusters Score -1.919128e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147808 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -19191468.000000 Penalty: 5919.157227
	Iteration 24Q: 3 clusters Score -1.919147e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -19191530.000000 Penalty: 5919.157227
	Iteration 25Q: 3 clusters Score -1.919153e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -19191504.000000 Penalty: 5919.157227
	Iteration 26Q: 3 clusters Score -1.91915e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -19191546.000000 Penalty: 5919.157227
	Iteration 27Q: 3 clusters Score -1.919155e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148747 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -19191598.000000 Penalty: 5919.157227
	Iteration 28Q: 3 clusters Score -1.91916e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -19191608.000000 Penalty: 5919.157227
	Iteration 29Q: 3 clusters Score -1.919161e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -19191692.000000 Penalty: 5919.157227
	Iteration 30Q: 3 clusters Score -1.919169e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -19191718.000000 Penalty: 5919.157227
	Iteration 31Q: 3 clusters Score -1.919172e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -19191734.000000 Penalty: 5919.157227
	Iteration 32Q: 3 clusters Score -1.919173e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -19191782.000000 Penalty: 5919.157227
	Iteration 33Q: 3 clusters Score -1.919178e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -19191770.000000 Penalty: 5919.157227
	Iteration 34Q: 3 clusters Score -1.919177e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -19191792.000000 Penalty: 5919.157227
	Iteration 35Q: 3 clusters Score -1.919179e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149585 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -19191804.000000 Penalty: 5919.157227
	Iteration 36Q: 3 clusters Score -1.91918e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19191820.000000 Penalty: 5919.157227
	Iteration 37Q: 3 clusters Score -1.919182e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149714 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -19191794.000000 Penalty: 5919.157227
	Iteration 38Q: 3 clusters Score -1.919179e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -19191798.000000 Penalty: 5919.157227
	Iteration 39Q: 3 clusters Score -1.91918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -19191790.000000 Penalty: 5919.157227
	Iteration 40F: 3 clusters Score -1.919179e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -19191818.000000 Penalty: 5919.157227
	Iteration 41Q: 3 clusters Score -1.919182e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19191816.000000 Penalty: 5919.157227
	Iteration 42Q: 3 clusters Score -1.919182e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150036 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19191844.000000 Penalty: 5919.157227
	Iteration 43Q: 3 clusters Score -1.919184e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -19191856.000000 Penalty: 5919.157227
	Iteration 44Q: 3 clusters Score -1.919186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150134 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19191856.000000 Penalty: 5919.157227
	Iteration 45Q: 3 clusters Score -1.919186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150170 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19191860.000000 Penalty: 5919.157227
	Iteration 46Q: 3 clusters Score -1.919186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19191844.000000 Penalty: 5919.157227
	Iteration 47Q: 3 clusters Score -1.919184e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -19191844.000000 Penalty: 5919.157227
	Iteration 48Q: 3 clusters Score -1.919184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150281 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19191838.000000 Penalty: 5919.157227
	Iteration 49Q: 3 clusters Score -1.919184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19191832.000000 Penalty: 5919.157227
	Iteration 50Q: 3 clusters Score -1.919183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19191846.000000 Penalty: 5919.157227
	Iteration 51Q: 3 clusters Score -1.919185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19191838.000000 Penalty: 5919.157227
	Iteration 52Q: 3 clusters Score -1.919184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150415 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19191828.000000 Penalty: 5919.157227
	Iteration 53Q: 3 clusters Score -1.919183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19191838.000000 Penalty: 5919.157227
	Iteration 54Q: 3 clusters Score -1.919184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150467 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -19191836.000000 Penalty: 5919.157227
	Iteration 55Q: 3 clusters Score -1.919184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150494 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19191834.000000 Penalty: 5919.157227
	Iteration 56Q: 3 clusters Score -1.919183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19191838.000000 Penalty: 5919.157227
	Iteration 57Q: 3 clusters Score -1.919184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150541 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -19191840.000000 Penalty: 5919.157227
	Iteration 58Q: 3 clusters Score -1.919184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19191856.000000 Penalty: 5919.157227
	Iteration 59Q: 3 clusters Score -1.919186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19191852.000000 Penalty: 5919.157227
	Iteration 60F: 3 clusters Score -1.919185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150587 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19191856.000000 Penalty: 5919.157227
	Iteration 61Q: 3 clusters Score -1.919186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150600 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19191868.000000 Penalty: 5919.157227
	Iteration 62Q: 3 clusters Score -1.919187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150613 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19191858.000000 Penalty: 5919.157227
	Iteration 63Q: 3 clusters Score -1.919186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150623 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19191872.000000 Penalty: 5919.157227
	Iteration 64Q: 3 clusters Score -1.919187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19191874.000000 Penalty: 5919.157227
	Iteration 65Q: 3 clusters Score -1.919187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19191874.000000 Penalty: 5919.157227
	Iteration 66Q: 3 clusters Score -1.919187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19191902.000000 Penalty: 5919.157227
	Iteration 67Q: 3 clusters Score -1.91919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19191912.000000 Penalty: 5919.157227
	Iteration 68Q: 3 clusters Score -1.919191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19191910.000000 Penalty: 5919.157227
	Iteration 69Q: 3 clusters Score -1.919191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19191906.000000 Penalty: 5919.157227
	Iteration 70Q: 3 clusters Score -1.919191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19191908.000000 Penalty: 5919.157227
	Iteration 71Q: 3 clusters Score -1.919191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19191916.000000 Penalty: 5919.157227
	Iteration 72Q: 3 clusters Score -1.919192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150767 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19191898.000000 Penalty: 5919.157227
	Iteration 73Q: 3 clusters Score -1.91919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150787 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19191894.000000 Penalty: 5919.157227
	Iteration 74Q: 3 clusters Score -1.919189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19191910.000000 Penalty: 5919.157227
	Iteration 75Q: 3 clusters Score -1.919191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150825 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -19191918.000000 Penalty: 5919.157227
	Iteration 76Q: 3 clusters Score -1.919192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19191936.000000 Penalty: 5919.157227
	Iteration 77Q: 3 clusters Score -1.919194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150871 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19191934.000000 Penalty: 5919.157227
	Iteration 78Q: 3 clusters Score -1.919193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19191954.000000 Penalty: 5919.157227
	Iteration 79Q: 3 clusters Score -1.919195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150913 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19191978.000000 Penalty: 5919.157227
	Iteration 80F: 3 clusters Score -1.919198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -19191980.000000 Penalty: 5919.157227
	Iteration 81Q: 3 clusters Score -1.919198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19191982.000000 Penalty: 5919.157227
	Iteration 82Q: 3 clusters Score -1.919198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19191970.000000 Penalty: 5919.157227
	Iteration 83Q: 3 clusters Score -1.919197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -19191966.000000 Penalty: 5919.157227
	Iteration 84Q: 3 clusters Score -1.919197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -19191962.000000 Penalty: 5919.157227
	Iteration 85Q: 3 clusters Score -1.919196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19191960.000000 Penalty: 5919.157227
	Iteration 86Q: 3 clusters Score -1.919196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150992 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19191966.000000 Penalty: 5919.157227
	Iteration 87Q: 3 clusters Score -1.919197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19191972.000000 Penalty: 5919.157227
	Iteration 88Q: 3 clusters Score -1.919197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19191962.000000 Penalty: 5919.157227
	Iteration 89Q: 3 clusters Score -1.919196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 90Q: 3 clusters Score -1.919196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 5919.157227
	Iteration 91Q: 3 clusters Score -1.919196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151022 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -19191960.000000 Penalty: 5919.157227
	Iteration 92Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151025 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19191968.000000 Penalty: 5919.157227
	Iteration 93Q: 3 clusters Score -1.919197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -19191968.000000 Penalty: 5919.157227
	Iteration 94Q: 3 clusters Score -1.919197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19191962.000000 Penalty: 5919.157227
	Iteration 95Q: 3 clusters Score -1.919196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 5919.157227
	Iteration 96Q: 3 clusters Score -1.919196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19191960.000000 Penalty: 5919.157227
	Iteration 97Q: 3 clusters Score -1.919196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151035 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 98Q: 3 clusters Score -1.919196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 5919.157227
	Iteration 99Q: 3 clusters Score -1.919196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19191966.000000 Penalty: 5919.157227
	Iteration 100F: 3 clusters Score -1.919197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151042 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19191962.000000 Penalty: 5919.157227
	Iteration 101Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 102Q: 3 clusters Score -1.919196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19191962.000000 Penalty: 5919.157227
	Iteration 103Q: 3 clusters Score -1.919196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19191968.000000 Penalty: 5919.157227
	Iteration 104Q: 3 clusters Score -1.919197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -19191954.000000 Penalty: 5919.157227
	Iteration 105Q: 3 clusters Score -1.919195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19191962.000000 Penalty: 5919.157227
	Iteration 106Q: 3 clusters Score -1.919196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19191950.000000 Penalty: 5919.157227
	Iteration 107Q: 3 clusters Score -1.919195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 108Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19191952.000000 Penalty: 5919.157227
	Iteration 109Q: 3 clusters Score -1.919195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19191952.000000 Penalty: 5919.157227
	Iteration 110Q: 3 clusters Score -1.919195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151086 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19191952.000000 Penalty: 5919.157227
	Iteration 111Q: 3 clusters Score -1.919195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 112Q: 3 clusters Score -1.919196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19191960.000000 Penalty: 5919.157227
	Iteration 113Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 114Q: 3 clusters Score -1.919196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 115Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 116Q: 3 clusters Score -1.919196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.157227
	Iteration 117F: 3 clusters Score -1.919196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -84293.554688 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -84293.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82585.421875 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -82585.42 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83117.953125 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -83117.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83401.007812 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -83401.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83556.695312 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -83556.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83707.359375 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -83707.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83778.164062 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -83778.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83827.093750 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -83827.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83848.867188 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -83848.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83870.625000 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -83870.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83883.015625 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -83883.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83893.460938 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -83893.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83907.242188 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -83907.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83923.960938 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -83923.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83958.367188 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -83958.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83995.789062 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -83995.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84025.335938 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -84025.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84072.539062 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -84072.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -84113.726562 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -84113.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -84146.382812 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -84146.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84161.945312 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -84161.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84225.406250 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -84225.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84314.484375 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -84314.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84470.828125 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -84470.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84593.179688 Penalty: 3333.229248
	Iteration 23Q: 3 clusters Score -84593.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84721.781250 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -84721.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84852.164062 Penalty: 3333.229248
	Iteration 25Q: 3 clusters Score -84852.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84912.101562 Penalty: 3333.229248
	Iteration 26Q: 3 clusters Score -84912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -84966.398438 Penalty: 3333.229248
	Iteration 27Q: 3 clusters Score -84966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -84990.085938 Penalty: 3333.229248
	Iteration 28Q: 3 clusters Score -84990.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85005.343750 Penalty: 3333.229248
	Iteration 29Q: 3 clusters Score -85005.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -85018.445312 Penalty: 3333.229248
	Iteration 30Q: 3 clusters Score -85018.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85052.531250 Penalty: 3333.229248
	Iteration 31Q: 3 clusters Score -85052.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85126.601562 Penalty: 3333.229248
	Iteration 32Q: 3 clusters Score -85126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85189.132812 Penalty: 3333.229248
	Iteration 33Q: 3 clusters Score -85189.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85206.898438 Penalty: 3333.229248
	Iteration 34Q: 3 clusters Score -85206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85212.445312 Penalty: 3333.229248
	Iteration 35F: 3 clusters Score -85212.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -85248.125000 Penalty: 3333.229248
	Iteration 36Q: 3 clusters Score -85248.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -85248.125000 Penalty: 3333.229248
	Iteration 37F: 3 clusters Score -85248.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 71122 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152327 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44295 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189828 members 
Mstep: Class 22 contains 153411 members 
Mstep: Class 23 contains 201 members 
Entering Unmasked Estep 
Score: -105752672.000000 Penalty: 77923.179688
Splitting cluster 9 changes total score from -105753448.000000 to -105752672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -67161.742188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -67161.74 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 293 members 
Entering Unmasked Estep 
Score: -65567.914062 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -65567.91 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65732.015625 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -65732.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65783.726562 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -65783.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65805.312500 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -65805.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65822.210938 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -65822.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65829.953125 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -65829.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65840.234375 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -65840.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65846.882812 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -65846.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65851.023438 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -65851.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65860.820312 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -65860.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65860.820312 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -65860.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Entering Unmasked Estep 
Score: -2153066.250000 Penalty: 2414.252930
	Iteration 0F: 2 clusters Score -2153066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2140924.500000 Penalty: 4828.505859
	Iteration 0F: 3 clusters Score -2140924 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2145014.500000 Penalty: 4828.505859
	Iteration 1F: 3 clusters Score -2145014 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2145453.500000 Penalty: 4828.505859
	Iteration 2F: 3 clusters Score -2145454 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2145837.250000 Penalty: 4828.505859
	Iteration 3F: 3 clusters Score -2145837 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2146282.500000 Penalty: 4828.505859
	Iteration 4F: 3 clusters Score -2146282 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2146837.500000 Penalty: 4828.505859
	Iteration 5F: 3 clusters Score -2146838 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2147634.250000 Penalty: 4828.505859
	Iteration 6F: 3 clusters Score -2147634 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2148670.000000 Penalty: 4828.505859
	Iteration 7F: 3 clusters Score -2148670 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2149690.500000 Penalty: 4828.505859
	Iteration 8F: 3 clusters Score -2149690 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2150500.500000 Penalty: 4828.505859
	Iteration 9F: 3 clusters Score -2150500 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2151021.000000 Penalty: 4828.505859
	Iteration 10Q: 3 clusters Score -2151021 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2151341.250000 Penalty: 4828.505859
	Iteration 11Q: 3 clusters Score -2151341 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2151513.750000 Penalty: 4828.505859
	Iteration 12Q: 3 clusters Score -2151514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2151613.750000 Penalty: 4828.505859
	Iteration 13Q: 3 clusters Score -2151614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2151672.250000 Penalty: 4828.505859
	Iteration 14Q: 3 clusters Score -2151672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2151721.750000 Penalty: 4828.505859
	Iteration 15Q: 3 clusters Score -2151722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2151751.250000 Penalty: 4828.505859
	Iteration 16Q: 3 clusters Score -2151751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2151774.000000 Penalty: 4828.505859
	Iteration 17Q: 3 clusters Score -2151774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2151784.750000 Penalty: 4828.505859
	Iteration 18Q: 3 clusters Score -2151785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2151797.250000 Penalty: 4828.505859
	Iteration 19Q: 3 clusters Score -2151797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2151806.500000 Penalty: 4828.505859
	Iteration 20F: 3 clusters Score -2151806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2151807.500000 Penalty: 4828.505859
	Iteration 21Q: 3 clusters Score -2151808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2151805.000000 Penalty: 4828.505859
	Iteration 22Q: 3 clusters Score -2151805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2151807.000000 Penalty: 4828.505859
	Iteration 23Q: 3 clusters Score -2151807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2151810.500000 Penalty: 4828.505859
	Iteration 24Q: 3 clusters Score -2151810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2151809.750000 Penalty: 4828.505859
	Iteration 25Q: 3 clusters Score -2151810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2151811.000000 Penalty: 4828.505859
	Iteration 26Q: 3 clusters Score -2151811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2151812.250000 Penalty: 4828.505859
	Iteration 27Q: 3 clusters Score -2151812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2151809.500000 Penalty: 4828.505859
	Iteration 28Q: 3 clusters Score -2151810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2151813.250000 Penalty: 4828.505859
	Iteration 29Q: 3 clusters Score -2151813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2151813.250000 Penalty: 4828.505859
	Iteration 30Q: 3 clusters Score -2151813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2151814.500000 Penalty: 4828.505859
	Iteration 31Q: 3 clusters Score -2151814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2151814.500000 Penalty: 4828.505859
	Iteration 32F: 3 clusters Score -2151814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73150.44 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 295 members 
Entering Unmasked Estep 
Score: -71548.984375 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -71548.98 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71770.203125 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -71770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71827.632812 Penalty: 3177.812500
	Iteration 2Q: 3 clusters Score -71827.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71842.578125 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -71842.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71859.148438 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -71859.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71861.679688 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -71861.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71862.296875 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -71862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71866.203125 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -71866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71874.125000 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -71874.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71879.257812 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -71879.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71880.500000 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -71880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71880.500000 Penalty: 3177.812500
	Iteration 11F: 3 clusters Score -71880.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -67897.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -67897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66263.828125 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -66263.83 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66621.351562 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -66621.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66856.343750 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -66856.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66999.531250 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -66999.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67060.101562 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -67060.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67097.632812 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -67097.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67149.476562 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -67149.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67188.601562 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -67188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67211.023438 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -67211.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67276.914062 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -67276.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67350.468750 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -67350.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67386.351562 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -67386.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67407.460938 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -67407.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67410.281250 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -67410.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67413.164062 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -67413.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67413.164062 Penalty: 3181.075684
	Iteration 15F: 3 clusters Score -67413.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -79396.343750 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -79396.34 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 342 members 
Entering Unmasked Estep 
Score: -77675.898438 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -77675.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77897.351562 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -77897.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77986.085938 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -77986.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78034.257812 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -78034.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78102.343750 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -78102.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78162.273438 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -78162.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78201.023438 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -78201.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78241.843750 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -78241.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78279.460938 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -78279.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78323.328125 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -78323.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78367.187500 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -78367.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78388.445312 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -78388.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78410.320312 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -78410.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78419.382812 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -78419.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78438.390625 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -78438.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78448.664062 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -78448.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78458.148438 Penalty: 3258.462646
	Iteration 16Q: 3 clusters Score -78458.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78471.304688 Penalty: 3258.462646
	Iteration 17Q: 3 clusters Score -78471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78476.039062 Penalty: 3258.462646
	Iteration 18Q: 3 clusters Score -78476.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78476.039062 Penalty: 3258.462646
	Iteration 19F: 3 clusters Score -78476.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -3006603.750000 Penalty: 2498.234375
	Iteration 0F: 2 clusters Score -3006604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2990175.500000 Penalty: 4996.468750
	Iteration 0F: 3 clusters Score -2990176 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2995836.250000 Penalty: 4996.468750
	Iteration 1F: 3 clusters Score -2995836 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2996237.000000 Penalty: 4996.468750
	Iteration 2Q: 3 clusters Score -2996237 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2996594.750000 Penalty: 4996.468750
	Iteration 3Q: 3 clusters Score -2996595 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2996968.250000 Penalty: 4996.468750
	Iteration 4Q: 3 clusters Score -2996968 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2997393.000000 Penalty: 4996.468750
	Iteration 5Q: 3 clusters Score -2997393 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2997936.250000 Penalty: 4996.468750
	Iteration 6Q: 3 clusters Score -2997936 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2998721.250000 Penalty: 4996.468750
	Iteration 7F: 3 clusters Score -2998721 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2999844.250000 Penalty: 4996.468750
	Iteration 8F: 3 clusters Score -2999844 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3001285.000000 Penalty: 4996.468750
	Iteration 9F: 3 clusters Score -3001285 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3002646.000000 Penalty: 4996.468750
	Iteration 10F: 3 clusters Score -3002646 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3003547.250000 Penalty: 4996.468750
	Iteration 11Q: 3 clusters Score -3003547 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3003999.500000 Penalty: 4996.468750
	Iteration 12Q: 3 clusters Score -3004000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3004171.250000 Penalty: 4996.468750
	Iteration 13Q: 3 clusters Score -3004171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3004250.750000 Penalty: 4996.468750
	Iteration 14Q: 3 clusters Score -3004251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3004301.250000 Penalty: 4996.468750
	Iteration 15Q: 3 clusters Score -3004301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3004329.250000 Penalty: 4996.468750
	Iteration 16Q: 3 clusters Score -3004329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3004345.750000 Penalty: 4996.468750
	Iteration 17Q: 3 clusters Score -3004346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3004361.500000 Penalty: 4996.468750
	Iteration 18Q: 3 clusters Score -3004362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3004376.750000 Penalty: 4996.468750
	Iteration 19Q: 3 clusters Score -3004377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3004388.750000 Penalty: 4996.468750
	Iteration 20F: 3 clusters Score -3004389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3004389.750000 Penalty: 4996.468750
	Iteration 21Q: 3 clusters Score -3004390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3004395.250000 Penalty: 4996.468750
	Iteration 22Q: 3 clusters Score -3004395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3004397.000000 Penalty: 4996.468750
	Iteration 23Q: 3 clusters Score -3004397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3004397.000000 Penalty: 4996.468750
	Iteration 24F: 3 clusters Score -3004397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -191296.343750 Penalty: 1821.970581
	Iteration 0F: 2 clusters Score -191296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188937.328125 Penalty: 3643.941162
	Iteration 0F: 3 clusters Score -188937.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189317.484375 Penalty: 3643.941162
	Iteration 1F: 3 clusters Score -189317.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -189419.687500 Penalty: 3643.941162
	Iteration 2F: 3 clusters Score -189419.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189457.078125 Penalty: 3643.941162
	Iteration 3Q: 3 clusters Score -189457.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189477.812500 Penalty: 3643.941162
	Iteration 4Q: 3 clusters Score -189477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -189496.296875 Penalty: 3643.941162
	Iteration 5Q: 3 clusters Score -189496.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189508.093750 Penalty: 3643.941162
	Iteration 6Q: 3 clusters Score -189508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189517.625000 Penalty: 3643.941162
	Iteration 7Q: 3 clusters Score -189517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -189525.531250 Penalty: 3643.941162
	Iteration 8Q: 3 clusters Score -189525.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189532.015625 Penalty: 3643.941162
	Iteration 9Q: 3 clusters Score -189532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -189534.906250 Penalty: 3643.941162
	Iteration 10Q: 3 clusters Score -189534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189536.156250 Penalty: 3643.941162
	Iteration 11Q: 3 clusters Score -189536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -189538.734375 Penalty: 3643.941162
	Iteration 12Q: 3 clusters Score -189538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189545.375000 Penalty: 3643.941162
	Iteration 13Q: 3 clusters Score -189545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189549.359375 Penalty: 3643.941162
	Iteration 14Q: 3 clusters Score -189549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189549.921875 Penalty: 3643.941162
	Iteration 15Q: 3 clusters Score -189549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189549.921875 Penalty: 3643.941162
	Iteration 16F: 3 clusters Score -189549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Entering Unmasked Estep 
Score: -5554936.500000 Penalty: 2653.259521
	Iteration 0F: 2 clusters Score -5554936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -5525097.500000 Penalty: 5306.519043
	Iteration 0F: 3 clusters Score -5525098 nChanged 20232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5536244.500000 Penalty: 5306.519043
	Iteration 1F: 3 clusters Score -5536244 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5536856.000000 Penalty: 5306.519043
	Iteration 2Q: 3 clusters Score -5536856 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5537707.500000 Penalty: 5306.519043
	Iteration 3Q: 3 clusters Score -5537708 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5539087.000000 Penalty: 5306.519043
	Iteration 4F: 3 clusters Score -5539087 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -5541342.500000 Penalty: 5306.519043
	Iteration 5F: 3 clusters Score -5541342 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -5544507.000000 Penalty: 5306.519043
	Iteration 6F: 3 clusters Score -5544507 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5548179.500000 Penalty: 5306.519043
	Iteration 7F: 3 clusters Score -5548180 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5550796.500000 Penalty: 5306.519043
	Iteration 8F: 3 clusters Score -5550796 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5551960.000000 Penalty: 5306.519043
	Iteration 9Q: 3 clusters Score -5551960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5552317.000000 Penalty: 5306.519043
	Iteration 10Q: 3 clusters Score -5552317 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5552460.500000 Penalty: 5306.519043
	Iteration 11Q: 3 clusters Score -5552460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5552511.500000 Penalty: 5306.519043
	Iteration 12Q: 3 clusters Score -5552512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5552534.500000 Penalty: 5306.519043
	Iteration 13Q: 3 clusters Score -5552534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5552539.000000 Penalty: 5306.519043
	Iteration 14Q: 3 clusters Score -5552539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5552550.000000 Penalty: 5306.519043
	Iteration 15Q: 3 clusters Score -5552550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5552550.000000 Penalty: 5306.519043
	Iteration 16F: 3 clusters Score -5552550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -100624.070312 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -100624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98798.328125 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -98798.33 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99046.195312 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -99046.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99104.835938 Penalty: 3336.806152
	Iteration 2Q: 3 clusters Score -99104.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99131.000000 Penalty: 3336.806152
	Iteration 3Q: 3 clusters Score -99131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99149.000000 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -99149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99157.648438 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -99157.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99160.984375 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -99160.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99162.765625 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -99162.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99162.765625 Penalty: 3336.806152
	Iteration 8F: 3 clusters Score -99162.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -40348.890625 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -40348.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39019.289062 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -39019.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39148.968750 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -39148.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39209.371094 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -39209.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39219.566406 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -39219.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39233.597656 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -39233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39233.597656 Penalty: 2915.356934
	Iteration 5F: 3 clusters Score -39233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -32540.025391 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32540.03 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 142 members 
Entering Unmasked Estep 
Score: -31337.384766 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31337.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31468.732422 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31468.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31501.507812 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31501.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31530.789062 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31530.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31553.902344 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31557.394531 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31557.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31564.503906 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31568.986328 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -31568.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31570.558594 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -31570.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31570.558594 Penalty: 2850.116943
	Iteration 9F: 3 clusters Score -31570.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (189828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189828 members 
Entering Unmasked Estep 
Score: -23864028.000000 Penalty: 3014.160645
	Iteration 0F: 2 clusters Score -2.386403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -23745436.000000 Penalty: 6028.321289
	Iteration 0F: 3 clusters Score -2.374544e+07 nChanged 91169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -23798328.000000 Penalty: 6028.321289
	Iteration 1F: 3 clusters Score -2.379833e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -23799050.000000 Penalty: 6028.321289
	Iteration 2Q: 3 clusters Score -2.379905e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -23799632.000000 Penalty: 6028.321289
	Iteration 3Q: 3 clusters Score -2.379963e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -23800380.000000 Penalty: 6028.321289
	Iteration 4Q: 3 clusters Score -2.380038e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -23801334.000000 Penalty: 6028.321289
	Iteration 5Q: 3 clusters Score -2.380133e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -23802444.000000 Penalty: 6028.321289
	Iteration 6Q: 3 clusters Score -2.380244e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -23804190.000000 Penalty: 6028.321289
	Iteration 7Q: 3 clusters Score -2.380419e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -23807546.000000 Penalty: 6028.321289
	Iteration 8Q: 3 clusters Score -2.380755e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126611 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -23813702.000000 Penalty: 6028.321289
	Iteration 9F: 3 clusters Score -2.38137e+07 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -23823932.000000 Penalty: 6028.321289
	Iteration 10F: 3 clusters Score -2.382393e+07 nChanged 16015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -23838124.000000 Penalty: 6028.321289
	Iteration 11F: 3 clusters Score -2.383812e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171527 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -23850564.000000 Penalty: 6028.321289
	Iteration 12F: 3 clusters Score -2.385056e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -23857594.000000 Penalty: 6028.321289
	Iteration 13F: 3 clusters Score -2.385759e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187048 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -23860048.000000 Penalty: 6028.321289
	Iteration 14Q: 3 clusters Score -2.386005e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188750 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23860870.000000 Penalty: 6028.321289
	Iteration 15Q: 3 clusters Score -2.386087e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189271 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -23861114.000000 Penalty: 6028.321289
	Iteration 16Q: 3 clusters Score -2.386111e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189418 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23861244.000000 Penalty: 6028.321289
	Iteration 17Q: 3 clusters Score -2.386124e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23861330.000000 Penalty: 6028.321289
	Iteration 18Q: 3 clusters Score -2.386133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189493 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23861352.000000 Penalty: 6028.321289
	Iteration 19Q: 3 clusters Score -2.386135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23861392.000000 Penalty: 6028.321289
	Iteration 20F: 3 clusters Score -2.386139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189517 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23861408.000000 Penalty: 6028.321289
	Iteration 21Q: 3 clusters Score -2.386141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189521 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23861418.000000 Penalty: 6028.321289
	Iteration 22Q: 3 clusters Score -2.386142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23861432.000000 Penalty: 6028.321289
	Iteration 23Q: 3 clusters Score -2.386143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189528 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23861438.000000 Penalty: 6028.321289
	Iteration 24Q: 3 clusters Score -2.386144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23861442.000000 Penalty: 6028.321289
	Iteration 25Q: 3 clusters Score -2.386144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23861436.000000 Penalty: 6028.321289
	Iteration 26Q: 3 clusters Score -2.386144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189529 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23861448.000000 Penalty: 6028.321289
	Iteration 27Q: 3 clusters Score -2.386145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23861446.000000 Penalty: 6028.321289
	Iteration 28Q: 3 clusters Score -2.386145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23861436.000000 Penalty: 6028.321289
	Iteration 29Q: 3 clusters Score -2.386144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23861436.000000 Penalty: 6028.321289
	Iteration 30Q: 3 clusters Score -2.386144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189533 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23861456.000000 Penalty: 6028.321289
	Iteration 31Q: 3 clusters Score -2.386146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23861456.000000 Penalty: 6028.321289
	Iteration 32Q: 3 clusters Score -2.386146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23861456.000000 Penalty: 6028.321289
	Iteration 33F: 3 clusters Score -2.386146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Entering Unmasked Estep 
Score: -19401170.000000 Penalty: 2961.337158
	Iteration 0F: 2 clusters Score -1.940117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -19300330.000000 Penalty: 5922.674316
	Iteration 0F: 3 clusters Score -1.930033e+07 nChanged 73600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -19343594.000000 Penalty: 5922.674316
	Iteration 1F: 3 clusters Score -1.934359e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -19345236.000000 Penalty: 5922.674316
	Iteration 2Q: 3 clusters Score -1.934524e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -19347850.000000 Penalty: 5922.674316
	Iteration 3Q: 3 clusters Score -1.934785e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -19352396.000000 Penalty: 5922.674316
	Iteration 4F: 3 clusters Score -1.93524e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 111704 members 
Entering Unmasked Estep 
Score: -19360708.000000 Penalty: 5922.674316
	Iteration 5F: 3 clusters Score -1.936071e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -19372920.000000 Penalty: 5922.674316
	Iteration 6F: 3 clusters Score -1.937292e+07 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -19385902.000000 Penalty: 5922.674316
	Iteration 7F: 3 clusters Score -1.93859e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -19394216.000000 Penalty: 5922.674316
	Iteration 8F: 3 clusters Score -1.939422e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -19397292.000000 Penalty: 5922.674316
	Iteration 9Q: 3 clusters Score -1.939729e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -19398272.000000 Penalty: 5922.674316
	Iteration 10Q: 3 clusters Score -1.939827e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 152839 members 
Entering Unmasked Estep 
Score: -19398472.000000 Penalty: 5922.674316
	Iteration 11Q: 3 clusters Score -1.939847e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -19398552.000000 Penalty: 5922.674316
	Iteration 12Q: 3 clusters Score -1.939855e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -19398620.000000 Penalty: 5922.674316
	Iteration 13Q: 3 clusters Score -1.939862e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -19398666.000000 Penalty: 5922.674316
	Iteration 14Q: 3 clusters Score -1.939867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -19398698.000000 Penalty: 5922.674316
	Iteration 15Q: 3 clusters Score -1.93987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -19398704.000000 Penalty: 5922.674316
	Iteration 16Q: 3 clusters Score -1.93987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -19398722.000000 Penalty: 5922.674316
	Iteration 17Q: 3 clusters Score -1.939872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 153053 members 
Entering Unmasked Estep 
Score: -19398720.000000 Penalty: 5922.674316
	Iteration 18Q: 3 clusters Score -1.939872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -19398718.000000 Penalty: 5922.674316
	Iteration 19Q: 3 clusters Score -1.939872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 153058 members 
Entering Unmasked Estep 
Score: -19398726.000000 Penalty: 5922.674316
	Iteration 20F: 3 clusters Score -1.939873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19398724.000000 Penalty: 5922.674316
	Iteration 21Q: 3 clusters Score -1.939872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19398726.000000 Penalty: 5922.674316
	Iteration 22Q: 3 clusters Score -1.939873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 153058 members 
Entering Unmasked Estep 
Score: -19398722.000000 Penalty: 5922.674316
	Iteration 23Q: 3 clusters Score -1.939872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19398732.000000 Penalty: 5922.674316
	Iteration 24Q: 3 clusters Score -1.939873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 153060 members 
Entering Unmasked Estep 
Score: -19398730.000000 Penalty: 5922.674316
	Iteration 25Q: 3 clusters Score -1.939873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19398728.000000 Penalty: 5922.674316
	Iteration 26Q: 3 clusters Score -1.939873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19398728.000000 Penalty: 5922.674316
	Iteration 27F: 3 clusters Score -1.939873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 71122 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152327 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44295 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189828 members 
Mstep: Class 22 contains 153411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753480.000000 Penalty: 74535.210938
Iteration 479Q: 23 clusters Score -1.057535e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 71123 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152335 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16894 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23717 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44290 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189822 members 
Mstep: Class 22 contains 153413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753520.000000 Penalty: 74535.210938
Iteration 480F: 23 clusters Score -1.057535e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168719 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 71126 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152343 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16892 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23724 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44289 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189814 members 
Mstep: Class 22 contains 153410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753464.000000 Penalty: 74535.210938
Iteration 481Q: 23 clusters Score -1.057535e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168709 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 71133 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152354 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16889 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23729 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44286 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189804 members 
Mstep: Class 22 contains 153413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753552.000000 Penalty: 74535.210938
Iteration 482Q: 23 clusters Score -1.057536e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18896 members 
Mstep: Class 4 contains 71136 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152360 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16888 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23738 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44280 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189807 members 
Mstep: Class 22 contains 153413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753512.000000 Penalty: 74535.210938
Iteration 483Q: 23 clusters Score -1.057535e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18894 members 
Mstep: Class 4 contains 71135 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152363 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16887 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23748 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44278 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189800 members 
Mstep: Class 22 contains 153417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753552.000000 Penalty: 74535.210938
Iteration 484Q: 23 clusters Score -1.057536e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168688 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 71136 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152365 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23753 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44278 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189797 members 
Mstep: Class 22 contains 153418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753552.000000 Penalty: 74535.210938
Iteration 485Q: 23 clusters Score -1.057536e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 71135 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152369 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16891 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23760 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44275 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189799 members 
Mstep: Class 22 contains 153422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753416.000000 Penalty: 74535.210938
Iteration 486Q: 23 clusters Score -1.057534e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 4 contains 71135 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152373 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16891 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23768 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189795 members 
Mstep: Class 22 contains 153422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753368.000000 Penalty: 74535.210938
Iteration 487Q: 23 clusters Score -1.057534e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 4 contains 71136 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152379 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16891 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23773 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44265 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189798 members 
Mstep: Class 22 contains 153423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753392.000000 Penalty: 74535.210938
Iteration 488Q: 23 clusters Score -1.057534e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 71133 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152385 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16891 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23778 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44266 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189801 members 
Mstep: Class 22 contains 153418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753344.000000 Penalty: 74535.210938
Iteration 489Q: 23 clusters Score -1.057533e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 18863 members 
Mstep: Class 4 contains 71134 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152394 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23782 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189804 members 
Mstep: Class 22 contains 153422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753296.000000 Penalty: 74535.210938
Iteration 490Q: 23 clusters Score -1.057533e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 6443 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 71135 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152399 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16889 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23795 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189797 members 
Mstep: Class 22 contains 153420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753376.000000 Penalty: 74535.210938
Iteration 491Q: 23 clusters Score -1.057534e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 18851 members 
Mstep: Class 4 contains 71139 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152399 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16888 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23809 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189790 members 
Mstep: Class 22 contains 153422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753416.000000 Penalty: 74535.210938
Iteration 492Q: 23 clusters Score -1.057534e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 18846 members 
Mstep: Class 4 contains 71143 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152404 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16886 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23818 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189791 members 
Mstep: Class 22 contains 153414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753424.000000 Penalty: 74535.210938
Iteration 493Q: 23 clusters Score -1.057534e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 6437 members 
Mstep: Class 3 contains 18838 members 
Mstep: Class 4 contains 71143 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152407 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23831 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44221 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189791 members 
Mstep: Class 22 contains 153413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753464.000000 Penalty: 74535.210938
Iteration 494Q: 23 clusters Score -1.057535e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 18835 members 
Mstep: Class 4 contains 71142 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152404 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23851 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44206 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189792 members 
Mstep: Class 22 contains 153410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753440.000000 Penalty: 74535.210938
Iteration 495Q: 23 clusters Score -1.057534e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 71144 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152402 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23874 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44185 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189792 members 
Mstep: Class 22 contains 153410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753400.000000 Penalty: 74535.210938
Iteration 496Q: 23 clusters Score -1.057534e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 18831 members 
Mstep: Class 4 contains 71140 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152400 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23901 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44170 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189788 members 
Mstep: Class 22 contains 153408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753472.000000 Penalty: 74535.210938
Iteration 497Q: 23 clusters Score -1.057535e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 18831 members 
Mstep: Class 4 contains 71134 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152404 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23923 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44165 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189776 members 
Mstep: Class 22 contains 153405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753480.000000 Penalty: 74535.210938
Iteration 498Q: 23 clusters Score -1.057535e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168704 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 71131 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152415 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23938 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44161 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189763 members 
Mstep: Class 22 contains 153403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753440.000000 Penalty: 74535.210938
Iteration 499Q: 23 clusters Score -1.057534e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 71132 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 152420 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 16884 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 23952 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 44150 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 189755 members 
Mstep: Class 22 contains 153408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753368.000000 Penalty: 74535.210938
Iteration 500F: 23 clusters Score -1.057534e+08 nChanged 48
Maximum iterations exceeded
--- Evaluating fit on full set of 2570882 points ---
Entering Unmasked Estep 
Score: -320241664.000000 Penalty: 80529.250000
23->23 Clusters: Score -320241664.000000, best is -320435712.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 856960 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 36984 members 
Mstep: Class 3 contains 37340 members 
Mstep: Class 4 contains 37722 members 
Mstep: Class 5 contains 36941 members 
Mstep: Class 6 contains 37161 members 
Mstep: Class 7 contains 36873 members 
Mstep: Class 8 contains 37082 members 
Mstep: Class 9 contains 37248 members 
Mstep: Class 10 contains 37009 members 
Mstep: Class 11 contains 37217 members 
Mstep: Class 12 contains 37040 members 
Mstep: Class 13 contains 37617 members 
Mstep: Class 14 contains 37247 members 
Mstep: Class 15 contains 37266 members 
Mstep: Class 16 contains 37290 members 
Mstep: Class 17 contains 37477 members 
Mstep: Class 18 contains 37492 members 
Mstep: Class 19 contains 37261 members 
Mstep: Class 20 contains 37567 members 
Mstep: Class 21 contains 37455 members 
Mstep: Class 22 contains 37068 members 
Mstep: Class 23 contains 37305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 344.366089 but Gain 3387.968750
Score: -101902584.000000 Penalty: 74535.210938
Iteration 0F: 23 clusters Score -1.019026e+08 nChanged 816550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2254 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 99654 members 
Mstep: Class 3 contains 10641 members 
Mstep: Class 4 contains 33273 members 
Mstep: Class 5 contains 33880 members 
Mstep: Class 6 contains 81489 members 
Mstep: Class 7 contains 51808 members 
Mstep: Class 8 contains 51514 members 
Mstep: Class 9 contains 12475 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 10883 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 88612 members 
Mstep: Class 16 contains 34170 members 
Mstep: Class 17 contains 40856 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 78508 members 
Mstep: Class 21 contains 63986 members 
Mstep: Class 22 contains 26114 members 
Mstep: Class 23 contains 50507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104536488.000000 Penalty: 74535.210938
Iteration 1F: 23 clusters Score -1.045365e+08 nChanged 265803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1883 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 144948 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 25697 members 
Mstep: Class 5 contains 36951 members 
Mstep: Class 6 contains 87628 members 
Mstep: Class 7 contains 39272 members 
Mstep: Class 8 contains 62709 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 10552 members 
Mstep: Class 14 contains 6636 members 
Mstep: Class 15 contains 111874 members 
Mstep: Class 16 contains 37709 members 
Mstep: Class 17 contains 30919 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 74188 members 
Mstep: Class 21 contains 62086 members 
Mstep: Class 22 contains 26783 members 
Mstep: Class 23 contains 45629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2327.883789 but Gain 3387.960938
Score: -104915376.000000 Penalty: 71147.250000
Iteration 2F: 22 clusters Score -1.049154e+08 nChanged 171926
Entering Unmasked Mstep 
Mstep: Class 0 contains 1047 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 186000 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 36141 members 
Mstep: Class 6 contains 86722 members 
Mstep: Class 7 contains 27013 members 
Mstep: Class 8 contains 82065 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 128601 members 
Mstep: Class 16 contains 35543 members 
Mstep: Class 17 contains 24352 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 68881 members 
Mstep: Class 21 contains 58937 members 
Mstep: Class 22 contains 24124 members 
Mstep: Class 23 contains 38428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1833.320068 but Gain 3387.968750
Score: -105103136.000000 Penalty: 67759.281250
Iteration 3F: 21 clusters Score -1.051031e+08 nChanged 147854
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 222512 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 33565 members 
Mstep: Class 6 contains 82361 members 
Mstep: Class 7 contains 16052 members 
Mstep: Class 8 contains 97528 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 3510 members 
Mstep: Class 15 contains 144805 members 
Mstep: Class 16 contains 31872 members 
Mstep: Class 17 contains 18956 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 62934 members 
Mstep: Class 21 contains 54000 members 
Mstep: Class 22 contains 20214 members 
Mstep: Class 23 contains 31510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1983.160156 but Gain 3387.960938
Score: -105210296.000000 Penalty: 64371.320312
Iteration 4F: 20 clusters Score -1.052103e+08 nChanged 122421
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 228203 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 32240 members 
Mstep: Class 6 contains 79917 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 108662 members 
Mstep: Class 9 contains 2120 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 4695 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 15 contains 172364 members 
Mstep: Class 16 contains 29291 members 
Mstep: Class 17 contains 15297 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 58871 members 
Mstep: Class 21 contains 49639 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 26257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1804.885010 but Gain 3387.964844
Score: -105278368.000000 Penalty: 60983.355469
Iteration 5F: 19 clusters Score -1.052784e+08 nChanged 104546
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 213231 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 32234 members 
Mstep: Class 6 contains 77936 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 115134 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 15 contains 210605 members 
Mstep: Class 16 contains 28038 members 
Mstep: Class 17 contains 12921 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 54673 members 
Mstep: Class 21 contains 45045 members 
Mstep: Class 22 contains 15590 members 
Mstep: Class 23 contains 21475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1578.643066 but Gain 3387.964844
Score: -105332256.000000 Penalty: 57595.390625
Iteration 6F: 18 clusters Score -1.053323e+08 nChanged 104675
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 186662 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 34106 members 
Mstep: Class 6 contains 78086 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 119468 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 15 contains 248927 members 
Mstep: Class 16 contains 28267 members 
Mstep: Class 17 contains 11560 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 51084 members 
Mstep: Class 21 contains 40575 members 
Mstep: Class 22 contains 14953 members 
Mstep: Class 23 contains 17718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105376768.000000 Penalty: 57595.390625
Iteration 7F: 18 clusters Score -1.053768e+08 nChanged 91787
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 2 contains 166820 members 
Mstep: Class 4 contains 6824 members 
Mstep: Class 5 contains 37538 members 
Mstep: Class 6 contains 80947 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 122276 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 3921 members 
Mstep: Class 12 contains 8224 members 
Mstep: Class 15 contains 269970 members 
Mstep: Class 16 contains 29298 members 
Mstep: Class 17 contains 10600 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 49113 members 
Mstep: Class 21 contains 36103 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 14841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105417672.000000 Penalty: 57595.390625
Iteration 8F: 18 clusters Score -1.054177e+08 nChanged 79233
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 159028 members 
Mstep: Class 4 contains 5976 members 
Mstep: Class 5 contains 41612 members 
Mstep: Class 6 contains 85387 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 124625 members 
Mstep: Class 10 contains 1027 members 
Mstep: Class 11 contains 3455 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 15 contains 275693 members 
Mstep: Class 16 contains 30160 members 
Mstep: Class 17 contains 9635 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 47785 members 
Mstep: Class 21 contains 31646 members 
Mstep: Class 22 contains 14749 members 
Mstep: Class 23 contains 12519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105455672.000000 Penalty: 57595.390625
Iteration 9F: 18 clusters Score -1.054557e+08 nChanged 70881
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 157551 members 
Mstep: Class 4 contains 5164 members 
Mstep: Class 5 contains 45834 members 
Mstep: Class 6 contains 91942 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 126359 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10297 members 
Mstep: Class 15 contains 273533 members 
Mstep: Class 16 contains 30598 members 
Mstep: Class 17 contains 8542 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 46598 members 
Mstep: Class 21 contains 27221 members 
Mstep: Class 22 contains 14626 members 
Mstep: Class 23 contains 10477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105489696.000000 Penalty: 57595.390625
Iteration 10F: 18 clusters Score -1.054897e+08 nChanged 63687
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 2 contains 158610 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 50054 members 
Mstep: Class 6 contains 101531 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 127607 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 11257 members 
Mstep: Class 15 contains 265919 members 
Mstep: Class 16 contains 30919 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 45240 members 
Mstep: Class 21 contains 22994 members 
Mstep: Class 22 contains 14488 members 
Mstep: Class 23 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105515800.000000 Penalty: 57595.390625
Iteration 11F: 18 clusters Score -1.055158e+08 nChanged 56372
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 160474 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 54238 members 
Mstep: Class 6 contains 114456 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 128651 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 12167 members 
Mstep: Class 15 contains 254282 members 
Mstep: Class 16 contains 31121 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 43598 members 
Mstep: Class 21 contains 18960 members 
Mstep: Class 22 contains 14492 members 
Mstep: Class 23 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3161.516846 but Gain 3387.960938
Score: -105537792.000000 Penalty: 54207.429688
Iteration 12F: 17 clusters Score -1.055378e+08 nChanged 52064
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 161954 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 58961 members 
Mstep: Class 6 contains 131282 members 
Mstep: Class 7 contains 1543 members 
Mstep: Class 8 contains 129464 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 15 contains 240268 members 
Mstep: Class 16 contains 31209 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 41226 members 
Mstep: Class 21 contains 15197 members 
Mstep: Class 22 contains 14753 members 
Mstep: Class 23 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105560320.000000 Penalty: 54207.429688
Iteration 13F: 17 clusters Score -1.055603e+08 nChanged 48204
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 161738 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 63581 members 
Mstep: Class 6 contains 151858 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 129786 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 15 contains 224181 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 38027 members 
Mstep: Class 21 contains 11682 members 
Mstep: Class 22 contains 14962 members 
Mstep: Class 23 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105583752.000000 Penalty: 54207.429688
Iteration 14F: 17 clusters Score -1.055838e+08 nChanged 51255
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 157718 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 67724 members 
Mstep: Class 6 contains 179598 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 129137 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 12 contains 14208 members 
Mstep: Class 15 contains 206020 members 
Mstep: Class 16 contains 30364 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 34103 members 
Mstep: Class 21 contains 8826 members 
Mstep: Class 22 contains 15154 members 
Mstep: Class 23 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105603136.000000 Penalty: 54207.429688
Iteration 15F: 17 clusters Score -1.056031e+08 nChanged 68879
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 143297 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 71233 members 
Mstep: Class 6 contains 221719 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 128250 members 
Mstep: Class 10 contains 932 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 15 contains 181254 members 
Mstep: Class 16 contains 30552 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 31002 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105597352.000000 Penalty: 54207.429688
Iteration 16F: 17 clusters Score -1.055974e+08 nChanged 74141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 125944 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 74864 members 
Mstep: Class 6 contains 259966 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 129037 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 15 contains 157210 members 
Mstep: Class 16 contains 31155 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 30276 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 16077 members 
Mstep: Class 23 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105588624.000000 Penalty: 54207.429688
Iteration 17F: 17 clusters Score -1.055886e+08 nChanged 63127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 113525 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 78905 members 
Mstep: Class 6 contains 280111 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 131106 members 
Mstep: Class 10 contains 914 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 15 contains 142875 members 
Mstep: Class 16 contains 31697 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 30500 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 16713 members 
Mstep: Class 23 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105585816.000000 Penalty: 54207.429688
Iteration 18F: 17 clusters Score -1.055858e+08 nChanged 50121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 107697 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 82991 members 
Mstep: Class 6 contains 283694 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 132868 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 12 contains 16193 members 
Mstep: Class 15 contains 138578 members 
Mstep: Class 16 contains 31945 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30893 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 17254 members 
Mstep: Class 23 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105588328.000000 Penalty: 54207.429688
Iteration 19F: 17 clusters Score -1.055883e+08 nChanged 39382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 105922 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 87380 members 
Mstep: Class 6 contains 278052 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 134018 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 15 contains 139820 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 309 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 31171 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 17716 members 
Mstep: Class 23 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105596264.000000 Penalty: 54207.429688
Iteration 20F: 17 clusters Score -1.055963e+08 nChanged 32189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 106133 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 92128 members 
Mstep: Class 6 contains 267900 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 134649 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 12 contains 17182 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 31940 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 31287 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 18024 members 
Mstep: Class 23 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105603336.000000 Penalty: 54207.429688
Iteration 21Q: 17 clusters Score -1.056033e+08 nChanged 28366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 107696 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 97269 members 
Mstep: Class 6 contains 255041 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 134842 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 12 contains 17586 members 
Mstep: Class 15 contains 149877 members 
Mstep: Class 16 contains 31707 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105611248.000000 Penalty: 54207.429688
Iteration 22Q: 17 clusters Score -1.056112e+08 nChanged 26867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 109986 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 102953 members 
Mstep: Class 6 contains 240958 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 134802 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 15 contains 155929 members 
Mstep: Class 16 contains 31353 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 31593 members 
Mstep: Class 21 contains 2888 members 
Mstep: Class 22 contains 18446 members 
Mstep: Class 23 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105620440.000000 Penalty: 54207.429688
Iteration 23Q: 17 clusters Score -1.056204e+08 nChanged 26208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 112996 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 109090 members 
Mstep: Class 6 contains 226741 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 134483 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 12 contains 18102 members 
Mstep: Class 15 contains 161306 members 
Mstep: Class 16 contains 30875 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 31855 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 18587 members 
Mstep: Class 23 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105629144.000000 Penalty: 54207.429688
Iteration 24Q: 17 clusters Score -1.056291e+08 nChanged 26027
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 116415 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 115728 members 
Mstep: Class 6 contains 212985 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 133853 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 15 contains 165656 members 
Mstep: Class 16 contains 30276 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 32275 members 
Mstep: Class 21 contains 2755 members 
Mstep: Class 22 contains 18673 members 
Mstep: Class 23 contains 3229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105638088.000000 Penalty: 54207.429688
Iteration 25Q: 17 clusters Score -1.056381e+08 nChanged 25304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 119997 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 122763 members 
Mstep: Class 6 contains 200277 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 133029 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 15 contains 168639 members 
Mstep: Class 16 contains 29618 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 32784 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 18735 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105646712.000000 Penalty: 54207.429688
Iteration 26Q: 17 clusters Score -1.056467e+08 nChanged 24033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 123786 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 129937 members 
Mstep: Class 6 contains 189354 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 132002 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 12 contains 18388 members 
Mstep: Class 15 contains 170003 members 
Mstep: Class 16 contains 28748 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 33357 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 18685 members 
Mstep: Class 23 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105655680.000000 Penalty: 54207.429688
Iteration 27Q: 17 clusters Score -1.056557e+08 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 127525 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 136969 members 
Mstep: Class 6 contains 180455 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 130614 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 12 contains 18387 members 
Mstep: Class 15 contains 170060 members 
Mstep: Class 16 contains 27747 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 33928 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 18625 members 
Mstep: Class 23 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105662744.000000 Penalty: 54207.429688
Iteration 28Q: 17 clusters Score -1.056627e+08 nChanged 20929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 131063 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 143933 members 
Mstep: Class 6 contains 173533 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 128963 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 12 contains 18365 members 
Mstep: Class 15 contains 168855 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2398 members 
Mstep: Class 20 contains 34424 members 
Mstep: Class 21 contains 2529 members 
Mstep: Class 22 contains 18552 members 
Mstep: Class 23 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105669096.000000 Penalty: 54207.429688
Iteration 29Q: 17 clusters Score -1.056691e+08 nChanged 20100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 133963 members 
Mstep: Class 4 contains 1698 members 
Mstep: Class 5 contains 151239 members 
Mstep: Class 6 contains 168139 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 127108 members 
Mstep: Class 10 contains 932 members 
Mstep: Class 12 contains 18315 members 
Mstep: Class 15 contains 166675 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2398 members 
Mstep: Class 20 contains 34898 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 18494 members 
Mstep: Class 23 contains 3160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105673424.000000 Penalty: 54207.429688
Iteration 30Q: 17 clusters Score -1.056734e+08 nChanged 21336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 135365 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 160457 members 
Mstep: Class 6 contains 163586 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 125242 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 12 contains 18221 members 
Mstep: Class 15 contains 163329 members 
Mstep: Class 16 contains 24520 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 35235 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 18512 members 
Mstep: Class 23 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105676056.000000 Penalty: 54207.429688
Iteration 31Q: 17 clusters Score -1.056761e+08 nChanged 24207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 135002 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 171773 members 
Mstep: Class 6 contains 159626 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 123289 members 
Mstep: Class 10 contains 932 members 
Mstep: Class 12 contains 18079 members 
Mstep: Class 15 contains 158968 members 
Mstep: Class 16 contains 23530 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 35532 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 3136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105674992.000000 Penalty: 54207.429688
Iteration 32Q: 17 clusters Score -1.05675e+08 nChanged 27365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 133598 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 183519 members 
Mstep: Class 6 contains 156300 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 121291 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 12 contains 17891 members 
Mstep: Class 15 contains 154366 members 
Mstep: Class 16 contains 22654 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 35861 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105670816.000000 Penalty: 54207.429688
Iteration 33Q: 17 clusters Score -1.056708e+08 nChanged 27586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 132959 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 191271 members 
Mstep: Class 6 contains 154445 members 
Mstep: Class 7 contains 1542 members 
Mstep: Class 8 contains 119280 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 12 contains 17661 members 
Mstep: Class 15 contains 151245 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 36145 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 19463 members 
Mstep: Class 23 contains 3111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105667368.000000 Penalty: 54207.429688
Iteration 34Q: 17 clusters Score -1.056674e+08 nChanged 24225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 134281 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 192713 members 
Mstep: Class 6 contains 154419 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 117309 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 15 contains 150366 members 
Mstep: Class 16 contains 21568 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 36350 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 20116 members 
Mstep: Class 23 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105667328.000000 Penalty: 54207.429688
Iteration 35Q: 17 clusters Score -1.056673e+08 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 136912 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 190015 members 
Mstep: Class 6 contains 155534 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 115290 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 15 contains 151231 members 
Mstep: Class 16 contains 21242 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 36444 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 20802 members 
Mstep: Class 23 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105669504.000000 Penalty: 54207.429688
Iteration 36Q: 17 clusters Score -1.056695e+08 nChanged 16814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 140360 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 185689 members 
Mstep: Class 6 contains 156874 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 113414 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 15 contains 152664 members 
Mstep: Class 16 contains 20977 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 36500 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 21376 members 
Mstep: Class 23 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105673208.000000 Penalty: 54207.429688
Iteration 37Q: 17 clusters Score -1.056732e+08 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 144352 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 180734 members 
Mstep: Class 6 contains 158096 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 111626 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 12 contains 16445 members 
Mstep: Class 15 contains 154316 members 
Mstep: Class 16 contains 20757 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 36499 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 21856 members 
Mstep: Class 23 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105677080.000000 Penalty: 54207.429688
Iteration 38Q: 17 clusters Score -1.056771e+08 nChanged 13421
Entering ConstructFrom: 
Score: -105677080.000000 Penalty: 54207.429688
Entering ConstructFrom: 
Trying to split cluster 2 (148947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148947 members 
Entering Unmasked Estep 
Score: -18781478.000000 Penalty: 2954.013672
	Iteration 0F: 2 clusters Score -1.878148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -18682246.000000 Penalty: 5908.027344
	Iteration 0F: 3 clusters Score -1.868225e+07 nChanged 70976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -18722684.000000 Penalty: 5908.027344
	Iteration 1F: 3 clusters Score -1.872268e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -18723714.000000 Penalty: 5908.027344
	Iteration 2Q: 3 clusters Score -1.872371e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -18724894.000000 Penalty: 5908.027344
	Iteration 3Q: 3 clusters Score -1.872489e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -18726854.000000 Penalty: 5908.027344
	Iteration 4Q: 3 clusters Score -1.872685e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -18730514.000000 Penalty: 5908.027344
	Iteration 5Q: 3 clusters Score -1.873051e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -18736838.000000 Penalty: 5908.027344
	Iteration 6F: 3 clusters Score -1.873684e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -18746324.000000 Penalty: 5908.027344
	Iteration 7F: 3 clusters Score -1.874632e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -18757810.000000 Penalty: 5908.027344
	Iteration 8F: 3 clusters Score -1.875781e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 130883 members 
Entering Unmasked Estep 
Score: -18767336.000000 Penalty: 5908.027344
	Iteration 9F: 3 clusters Score -1.876734e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -18773060.000000 Penalty: 5908.027344
	Iteration 10Q: 3 clusters Score -1.877306e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 140505 members 
Entering Unmasked Estep 
Score: -18776142.000000 Penalty: 5908.027344
	Iteration 11Q: 3 clusters Score -1.877614e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -18777832.000000 Penalty: 5908.027344
	Iteration 12Q: 3 clusters Score -1.877783e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -18778672.000000 Penalty: 5908.027344
	Iteration 13Q: 3 clusters Score -1.877867e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 144758 members 
Entering Unmasked Estep 
Score: -18779282.000000 Penalty: 5908.027344
	Iteration 14Q: 3 clusters Score -1.877928e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 145338 members 
Entering Unmasked Estep 
Score: -18779576.000000 Penalty: 5908.027344
	Iteration 15Q: 3 clusters Score -1.877958e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 145756 members 
Entering Unmasked Estep 
Score: -18779812.000000 Penalty: 5908.027344
	Iteration 16Q: 3 clusters Score -1.877981e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -18779922.000000 Penalty: 5908.027344
	Iteration 17Q: 3 clusters Score -1.877992e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -18779992.000000 Penalty: 5908.027344
	Iteration 18Q: 3 clusters Score -1.877999e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 146470 members 
Entering Unmasked Estep 
Score: -18780030.000000 Penalty: 5908.027344
	Iteration 19Q: 3 clusters Score -1.878003e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -18780044.000000 Penalty: 5908.027344
	Iteration 20F: 3 clusters Score -1.878004e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -18780086.000000 Penalty: 5908.027344
	Iteration 21Q: 3 clusters Score -1.878009e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 146727 members 
Entering Unmasked Estep 
Score: -18780138.000000 Penalty: 5908.027344
	Iteration 22Q: 3 clusters Score -1.878014e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -18780146.000000 Penalty: 5908.027344
	Iteration 23Q: 3 clusters Score -1.878015e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -18780170.000000 Penalty: 5908.027344
	Iteration 24Q: 3 clusters Score -1.878017e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 146864 members 
Entering Unmasked Estep 
Score: -18780190.000000 Penalty: 5908.027344
	Iteration 25Q: 3 clusters Score -1.878019e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 146904 members 
Entering Unmasked Estep 
Score: -18780212.000000 Penalty: 5908.027344
	Iteration 26Q: 3 clusters Score -1.878021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -18780216.000000 Penalty: 5908.027344
	Iteration 27Q: 3 clusters Score -1.878022e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 146965 members 
Entering Unmasked Estep 
Score: -18780232.000000 Penalty: 5908.027344
	Iteration 28Q: 3 clusters Score -1.878023e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -18780264.000000 Penalty: 5908.027344
	Iteration 29Q: 3 clusters Score -1.878026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 147010 members 
Entering Unmasked Estep 
Score: -18780232.000000 Penalty: 5908.027344
	Iteration 30Q: 3 clusters Score -1.878023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -18780244.000000 Penalty: 5908.027344
	Iteration 31Q: 3 clusters Score -1.878024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -18780246.000000 Penalty: 5908.027344
	Iteration 32Q: 3 clusters Score -1.878025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -18780258.000000 Penalty: 5908.027344
	Iteration 33Q: 3 clusters Score -1.878026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -18780288.000000 Penalty: 5908.027344
	Iteration 34Q: 3 clusters Score -1.878029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 147052 members 
Entering Unmasked Estep 
Score: -18780296.000000 Penalty: 5908.027344
	Iteration 35Q: 3 clusters Score -1.87803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -18780296.000000 Penalty: 5908.027344
	Iteration 36Q: 3 clusters Score -1.87803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -18780318.000000 Penalty: 5908.027344
	Iteration 37Q: 3 clusters Score -1.878032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -18780296.000000 Penalty: 5908.027344
	Iteration 38Q: 3 clusters Score -1.87803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -18780312.000000 Penalty: 5908.027344
	Iteration 39Q: 3 clusters Score -1.878031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -18780320.000000 Penalty: 5908.027344
	Iteration 40F: 3 clusters Score -1.878032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -18780322.000000 Penalty: 5908.027344
	Iteration 41Q: 3 clusters Score -1.878032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -18780332.000000 Penalty: 5908.027344
	Iteration 42Q: 3 clusters Score -1.878033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -18780332.000000 Penalty: 5908.027344
	Iteration 43Q: 3 clusters Score -1.878033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -18780318.000000 Penalty: 5908.027344
	Iteration 44Q: 3 clusters Score -1.878032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -18780312.000000 Penalty: 5908.027344
	Iteration 45Q: 3 clusters Score -1.878031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -18780314.000000 Penalty: 5908.027344
	Iteration 46Q: 3 clusters Score -1.878031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 147102 members 
Entering Unmasked Estep 
Score: -18780306.000000 Penalty: 5908.027344
	Iteration 47Q: 3 clusters Score -1.878031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -18780322.000000 Penalty: 5908.027344
	Iteration 48Q: 3 clusters Score -1.878032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -18780326.000000 Penalty: 5908.027344
	Iteration 49Q: 3 clusters Score -1.878033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -18780326.000000 Penalty: 5908.027344
	Iteration 50F: 3 clusters Score -1.878033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -217365.515625 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -217365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -214863.406250 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -214863.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215269.359375 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -215269.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -215376.218750 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -215376.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -215425.968750 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -215426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -215455.281250 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -215455.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -215466.468750 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -215466.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -215476.875000 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -215476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -215481.906250 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -215481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215486.484375 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -215486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215491.312500 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -215491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215497.906250 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -215497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215502.296875 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -215502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215506.859375 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -215506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215509.500000 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -215509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215512.171875 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -215512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215514.203125 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -215514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215514.203125 Penalty: 3704.948486
	Iteration 16F: 3 clusters Score -215514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Entering Unmasked Estep 
Score: -22115216.000000 Penalty: 2995.183350
	Iteration 0F: 2 clusters Score -2.211522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -22011330.000000 Penalty: 5990.366699
	Iteration 0F: 3 clusters Score -2.201133e+07 nChanged 84161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -22060244.000000 Penalty: 5990.366699
	Iteration 1F: 3 clusters Score -2.206024e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -22061678.000000 Penalty: 5990.366699
	Iteration 2Q: 3 clusters Score -2.206168e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -22064094.000000 Penalty: 5990.366699
	Iteration 3Q: 3 clusters Score -2.206409e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110743 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -22068448.000000 Penalty: 5990.366699
	Iteration 4F: 3 clusters Score -2.206845e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122335 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -22076650.000000 Penalty: 5990.366699
	Iteration 5F: 3 clusters Score -2.207665e+07 nChanged 14965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136706 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -22089500.000000 Penalty: 5990.366699
	Iteration 6F: 3 clusters Score -2.20895e+07 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -22103432.000000 Penalty: 5990.366699
	Iteration 7F: 3 clusters Score -2.210343e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162268 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -22110834.000000 Penalty: 5990.366699
	Iteration 8F: 3 clusters Score -2.211083e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -22112936.000000 Penalty: 5990.366699
	Iteration 9Q: 3 clusters Score -2.211294e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -22113640.000000 Penalty: 5990.366699
	Iteration 10Q: 3 clusters Score -2.211364e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -22114208.000000 Penalty: 5990.366699
	Iteration 11Q: 3 clusters Score -2.211421e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -22114456.000000 Penalty: 5990.366699
	Iteration 12Q: 3 clusters Score -2.211446e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -22114678.000000 Penalty: 5990.366699
	Iteration 13Q: 3 clusters Score -2.211468e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -22114852.000000 Penalty: 5990.366699
	Iteration 14Q: 3 clusters Score -2.211485e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22114952.000000 Penalty: 5990.366699
	Iteration 15Q: 3 clusters Score -2.211495e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173204 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -22115062.000000 Penalty: 5990.366699
	Iteration 16Q: 3 clusters Score -2.211506e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173261 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22115104.000000 Penalty: 5990.366699
	Iteration 17Q: 3 clusters Score -2.21151e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173288 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -22115182.000000 Penalty: 5990.366699
	Iteration 18Q: 3 clusters Score -2.211518e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22115174.000000 Penalty: 5990.366699
	Iteration 19Q: 3 clusters Score -2.211517e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173326 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22115236.000000 Penalty: 5990.366699
	Iteration 20F: 3 clusters Score -2.211524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -22115280.000000 Penalty: 5990.366699
	Iteration 21Q: 3 clusters Score -2.211528e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -22115280.000000 Penalty: 5990.366699
	Iteration 22Q: 3 clusters Score -2.211528e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173392 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22115302.000000 Penalty: 5990.366699
	Iteration 23Q: 3 clusters Score -2.21153e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22115348.000000 Penalty: 5990.366699
	Iteration 24Q: 3 clusters Score -2.211535e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173402 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -22115360.000000 Penalty: 5990.366699
	Iteration 25Q: 3 clusters Score -2.211536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -22115370.000000 Penalty: 5990.366699
	Iteration 26Q: 3 clusters Score -2.211537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22115382.000000 Penalty: 5990.366699
	Iteration 27Q: 3 clusters Score -2.211538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173420 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -22115364.000000 Penalty: 5990.366699
	Iteration 28Q: 3 clusters Score -2.211536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173423 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22115378.000000 Penalty: 5990.366699
	Iteration 29Q: 3 clusters Score -2.211538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173431 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -22115368.000000 Penalty: 5990.366699
	Iteration 30Q: 3 clusters Score -2.211537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173438 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -22115368.000000 Penalty: 5990.366699
	Iteration 31Q: 3 clusters Score -2.211537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22115370.000000 Penalty: 5990.366699
	Iteration 32Q: 3 clusters Score -2.211537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22115354.000000 Penalty: 5990.366699
	Iteration 33Q: 3 clusters Score -2.211535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173450 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -22115352.000000 Penalty: 5990.366699
	Iteration 34Q: 3 clusters Score -2.211535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173453 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -22115358.000000 Penalty: 5990.366699
	Iteration 35Q: 3 clusters Score -2.211536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -22115376.000000 Penalty: 5990.366699
	Iteration 36Q: 3 clusters Score -2.211538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -22115368.000000 Penalty: 5990.366699
	Iteration 37Q: 3 clusters Score -2.211537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22115364.000000 Penalty: 5990.366699
	Iteration 38Q: 3 clusters Score -2.211536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22115390.000000 Penalty: 5990.366699
	Iteration 39Q: 3 clusters Score -2.211539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173468 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -22115374.000000 Penalty: 5990.366699
	Iteration 40F: 3 clusters Score -2.211537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22115390.000000 Penalty: 5990.366699
	Iteration 41Q: 3 clusters Score -2.211539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22115384.000000 Penalty: 5990.366699
	Iteration 42Q: 3 clusters Score -2.211538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22115394.000000 Penalty: 5990.366699
	Iteration 43Q: 3 clusters Score -2.211539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22115388.000000 Penalty: 5990.366699
	Iteration 44Q: 3 clusters Score -2.211539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22115388.000000 Penalty: 5990.366699
	Iteration 45F: 3 clusters Score -2.211539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 148947 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 173471 members 
Mstep: Class 6 contains 158821 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 109931 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 12 contains 16152 members 
Mstep: Class 15 contains 155717 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 36505 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 22281 members 
Mstep: Class 23 contains 2908 members 
Entering Unmasked Estep 
Score: -105679168.000000 Penalty: 57595.390625
Splitting cluster 5 changes total score from -105677080.000000 to -105679168.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (158821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Entering Unmasked Estep 
Score: -19962560.000000 Penalty: 2969.932373
	Iteration 0F: 2 clusters Score -1.996256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -19858432.000000 Penalty: 5939.864746
	Iteration 0F: 3 clusters Score -1.985843e+07 nChanged 75883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -19902792.000000 Penalty: 5939.864746
	Iteration 1F: 3 clusters Score -1.990279e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -19903850.000000 Penalty: 5939.864746
	Iteration 2Q: 3 clusters Score -1.990385e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -19905622.000000 Penalty: 5939.864746
	Iteration 3Q: 3 clusters Score -1.990562e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -19908474.000000 Penalty: 5939.864746
	Iteration 4Q: 3 clusters Score -1.990847e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -19913130.000000 Penalty: 5939.864746
	Iteration 5Q: 3 clusters Score -1.991313e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -19919712.000000 Penalty: 5939.864746
	Iteration 6F: 3 clusters Score -1.991971e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -19927944.000000 Penalty: 5939.864746
	Iteration 7F: 3 clusters Score -1.992794e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -19935678.000000 Penalty: 5939.864746
	Iteration 8F: 3 clusters Score -1.993568e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -19940192.000000 Penalty: 5939.864746
	Iteration 9F: 3 clusters Score -1.994019e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -19941886.000000 Penalty: 5939.864746
	Iteration 10Q: 3 clusters Score -1.994189e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -19942500.000000 Penalty: 5939.864746
	Iteration 11Q: 3 clusters Score -1.99425e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -19942958.000000 Penalty: 5939.864746
	Iteration 12Q: 3 clusters Score -1.994296e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -19943210.000000 Penalty: 5939.864746
	Iteration 13Q: 3 clusters Score -1.994321e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -19943534.000000 Penalty: 5939.864746
	Iteration 14Q: 3 clusters Score -1.994353e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -19943740.000000 Penalty: 5939.864746
	Iteration 15Q: 3 clusters Score -1.994374e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -19944000.000000 Penalty: 5939.864746
	Iteration 16Q: 3 clusters Score -1.9944e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -19944260.000000 Penalty: 5939.864746
	Iteration 17Q: 3 clusters Score -1.994426e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -19944454.000000 Penalty: 5939.864746
	Iteration 18Q: 3 clusters Score -1.994445e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -19944790.000000 Penalty: 5939.864746
	Iteration 19Q: 3 clusters Score -1.994479e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -19945062.000000 Penalty: 5939.864746
	Iteration 20F: 3 clusters Score -1.994506e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -19945310.000000 Penalty: 5939.864746
	Iteration 21Q: 3 clusters Score -1.994531e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -19945524.000000 Penalty: 5939.864746
	Iteration 22Q: 3 clusters Score -1.994552e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -19945852.000000 Penalty: 5939.864746
	Iteration 23Q: 3 clusters Score -1.994585e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -19946088.000000 Penalty: 5939.864746
	Iteration 24Q: 3 clusters Score -1.994609e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -19946404.000000 Penalty: 5939.864746
	Iteration 25Q: 3 clusters Score -1.99464e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -19946596.000000 Penalty: 5939.864746
	Iteration 26Q: 3 clusters Score -1.99466e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -19946712.000000 Penalty: 5939.864746
	Iteration 27Q: 3 clusters Score -1.994671e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -19946906.000000 Penalty: 5939.864746
	Iteration 28Q: 3 clusters Score -1.994691e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -19947020.000000 Penalty: 5939.864746
	Iteration 29Q: 3 clusters Score -1.994702e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -19947160.000000 Penalty: 5939.864746
	Iteration 30Q: 3 clusters Score -1.994716e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -19947282.000000 Penalty: 5939.864746
	Iteration 31Q: 3 clusters Score -1.994728e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -19947366.000000 Penalty: 5939.864746
	Iteration 32Q: 3 clusters Score -1.994737e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -19947424.000000 Penalty: 5939.864746
	Iteration 33Q: 3 clusters Score -1.994742e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -19947464.000000 Penalty: 5939.864746
	Iteration 34Q: 3 clusters Score -1.994746e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -19947590.000000 Penalty: 5939.864746
	Iteration 35Q: 3 clusters Score -1.994759e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -19947634.000000 Penalty: 5939.864746
	Iteration 36Q: 3 clusters Score -1.994763e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -19947616.000000 Penalty: 5939.864746
	Iteration 37Q: 3 clusters Score -1.994762e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -19947712.000000 Penalty: 5939.864746
	Iteration 38Q: 3 clusters Score -1.994771e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -19947750.000000 Penalty: 5939.864746
	Iteration 39Q: 3 clusters Score -1.994775e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -19947742.000000 Penalty: 5939.864746
	Iteration 40F: 3 clusters Score -1.994774e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -19947830.000000 Penalty: 5939.864746
	Iteration 41Q: 3 clusters Score -1.994783e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -19947834.000000 Penalty: 5939.864746
	Iteration 42Q: 3 clusters Score -1.994783e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -19947908.000000 Penalty: 5939.864746
	Iteration 43Q: 3 clusters Score -1.994791e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -19947986.000000 Penalty: 5939.864746
	Iteration 44Q: 3 clusters Score -1.994799e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -19948032.000000 Penalty: 5939.864746
	Iteration 45Q: 3 clusters Score -1.994803e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -19948068.000000 Penalty: 5939.864746
	Iteration 46Q: 3 clusters Score -1.994807e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -19948154.000000 Penalty: 5939.864746
	Iteration 47Q: 3 clusters Score -1.994815e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -19948180.000000 Penalty: 5939.864746
	Iteration 48Q: 3 clusters Score -1.994818e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -19948252.000000 Penalty: 5939.864746
	Iteration 49Q: 3 clusters Score -1.994825e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -19948324.000000 Penalty: 5939.864746
	Iteration 50Q: 3 clusters Score -1.994832e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -19948410.000000 Penalty: 5939.864746
	Iteration 51Q: 3 clusters Score -1.994841e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -19948524.000000 Penalty: 5939.864746
	Iteration 52Q: 3 clusters Score -1.994852e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -19948620.000000 Penalty: 5939.864746
	Iteration 53Q: 3 clusters Score -1.994862e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -19948696.000000 Penalty: 5939.864746
	Iteration 54Q: 3 clusters Score -1.99487e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -19948774.000000 Penalty: 5939.864746
	Iteration 55Q: 3 clusters Score -1.994877e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -19948810.000000 Penalty: 5939.864746
	Iteration 56Q: 3 clusters Score -1.994881e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -19948934.000000 Penalty: 5939.864746
	Iteration 57Q: 3 clusters Score -1.994893e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -19949028.000000 Penalty: 5939.864746
	Iteration 58Q: 3 clusters Score -1.994903e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -19949146.000000 Penalty: 5939.864746
	Iteration 59Q: 3 clusters Score -1.994915e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -19949274.000000 Penalty: 5939.864746
	Iteration 60F: 3 clusters Score -1.994927e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -19949352.000000 Penalty: 5939.864746
	Iteration 61Q: 3 clusters Score -1.994935e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -19949470.000000 Penalty: 5939.864746
	Iteration 62Q: 3 clusters Score -1.994947e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -19949568.000000 Penalty: 5939.864746
	Iteration 63Q: 3 clusters Score -1.994957e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -19949796.000000 Penalty: 5939.864746
	Iteration 64Q: 3 clusters Score -1.99498e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -19949856.000000 Penalty: 5939.864746
	Iteration 65Q: 3 clusters Score -1.994986e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -19950014.000000 Penalty: 5939.864746
	Iteration 66Q: 3 clusters Score -1.995001e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -19950238.000000 Penalty: 5939.864746
	Iteration 67Q: 3 clusters Score -1.995024e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -19950354.000000 Penalty: 5939.864746
	Iteration 68Q: 3 clusters Score -1.995035e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -19950554.000000 Penalty: 5939.864746
	Iteration 69Q: 3 clusters Score -1.995055e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -19950688.000000 Penalty: 5939.864746
	Iteration 70Q: 3 clusters Score -1.995069e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -19950918.000000 Penalty: 5939.864746
	Iteration 71Q: 3 clusters Score -1.995092e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -19951126.000000 Penalty: 5939.864746
	Iteration 72Q: 3 clusters Score -1.995113e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -19951202.000000 Penalty: 5939.864746
	Iteration 73Q: 3 clusters Score -1.99512e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 103127 members 
Entering Unmasked Estep 
Score: -19951386.000000 Penalty: 5939.864746
	Iteration 74Q: 3 clusters Score -1.995139e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.995168e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.995183e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -19952208.000000 Penalty: 5939.864746
	Iteration 77Q: 3 clusters Score -1.995221e+07 nChanged 1400
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.995252e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -19952792.000000 Penalty: 5939.864746
	Iteration 79Q: 3 clusters Score -1.995279e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -19953078.000000 Penalty: 5939.864746
	Iteration 80F: 3 clusters Score -1.995308e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 112880 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.995335e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.995347e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 115746 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.995377e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.995403e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.995421e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.995456e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 121495 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.99549e+07 nChanged 1459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.995527e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.995554e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.995599e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.995627e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.99567e+07 nChanged 1523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 130553 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.995693e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.995735e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.995771e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.995808e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 136359 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.995839e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.99587e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.995898e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.995926e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.995955e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.995989e+07 nChanged 1115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 143406 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.996021e+07 nChanged 1121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 144527 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.996042e+07 nChanged 984
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 145511 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.99607e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 146412 members 
Entering Unmasked Estep 
Score: -19960952.000000 Penalty: 5939.864746
	Iteration 106Q: 3 clusters Score -1.996095e+07 nChanged 852
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.996107e+07 nChanged 832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.996117e+07 nChanged 785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.99613e+07 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.996137e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -19961430.000000 Penalty: 5939.864746
	Iteration 111Q: 3 clusters Score -1.996143e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -19961408.000000 Penalty: 5939.864746
	Iteration 112Q: 3 clusters Score -1.996141e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.996149e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 152043 members 
Entering Unmasked Estep 
Score: -19961470.000000 Penalty: 5939.864746
	Iteration 114Q: 3 clusters Score -1.996147e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 152560 members 
Entering Unmasked Estep 
Score: -19961500.000000 Penalty: 5939.864746
	Iteration 115Q: 3 clusters Score -1.99615e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.99615e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -19961490.000000 Penalty: 5939.864746
	Iteration 117Q: 3 clusters Score -1.996149e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -19961524.000000 Penalty: 5939.864746
	Iteration 118Q: 3 clusters Score -1.996152e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -19961522.000000 Penalty: 5939.864746
	Iteration 119Q: 3 clusters Score -1.996152e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -19961466.000000 Penalty: 5939.864746
	Iteration 120F: 3 clusters Score -1.996147e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.996142e+07 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -19961416.000000 Penalty: 5939.864746
	Iteration 122Q: 3 clusters Score -1.996142e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.996141e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -19961420.000000 Penalty: 5939.864746
	Iteration 124Q: 3 clusters Score -1.996142e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.996139e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 155441 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.996135e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.99613e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 155699 members 
Entering Unmasked Estep 
Score: -19961318.000000 Penalty: 5939.864746
	Iteration 128Q: 3 clusters Score -1.996132e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.996129e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 155905 members 
Entering Unmasked Estep 
Score: -19961202.000000 Penalty: 5939.864746
	Iteration 130Q: 3 clusters Score -1.99612e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 155990 members 
Entering Unmasked Estep 
Score: -19961222.000000 Penalty: 5939.864746
	Iteration 131Q: 3 clusters Score -1.996122e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 156069 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.996121e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 156135 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.996121e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.996123e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 156248 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.996121e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 156301 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.996121e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.99612e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.996119e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -19961206.000000 Penalty: 5939.864746
	Iteration 139Q: 3 clusters Score -1.996121e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -19961194.000000 Penalty: 5939.864746
	Iteration 140F: 3 clusters Score -1.996119e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.996121e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.996122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.996121e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.996121e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.996119e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 156670 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.996116e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.996118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.996116e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.996117e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 156746 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.996116e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 156754 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.996115e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 156761 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.996115e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.996115e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.996115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 156780 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.996115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -19961170.000000 Penalty: 5939.864746
	Iteration 156Q: 3 clusters Score -1.996117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 156795 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.996117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 156800 members 
Entering Unmasked Estep 
Score: -19961162.000000 Penalty: 5939.864746
	Iteration 158Q: 3 clusters Score -1.996116e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -19961146.000000 Penalty: 5939.864746
	Iteration 159Q: 3 clusters Score -1.996115e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -19961158.000000 Penalty: 5939.864746
	Iteration 160F: 3 clusters Score -1.996116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -19961156.000000 Penalty: 5939.864746
	Iteration 161Q: 3 clusters Score -1.996116e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -19961144.000000 Penalty: 5939.864746
	Iteration 162Q: 3 clusters Score -1.996114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -19961142.000000 Penalty: 5939.864746
	Iteration 163Q: 3 clusters Score -1.996114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 156818 members 
Entering Unmasked Estep 
Score: -19961142.000000 Penalty: 5939.864746
	Iteration 164Q: 3 clusters Score -1.996114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 156824 members 
Entering Unmasked Estep 
Score: -19961126.000000 Penalty: 5939.864746
	Iteration 165Q: 3 clusters Score -1.996113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -19961132.000000 Penalty: 5939.864746
	Iteration 166Q: 3 clusters Score -1.996113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -19961148.000000 Penalty: 5939.864746
	Iteration 167Q: 3 clusters Score -1.996115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -19961122.000000 Penalty: 5939.864746
	Iteration 168Q: 3 clusters Score -1.996112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -19961124.000000 Penalty: 5939.864746
	Iteration 169Q: 3 clusters Score -1.996112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -19961146.000000 Penalty: 5939.864746
	Iteration 170Q: 3 clusters Score -1.996115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -19961124.000000 Penalty: 5939.864746
	Iteration 171Q: 3 clusters Score -1.996112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -19961134.000000 Penalty: 5939.864746
	Iteration 172Q: 3 clusters Score -1.996113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 156913 members 
Entering Unmasked Estep 
Score: -19961126.000000 Penalty: 5939.864746
	Iteration 173Q: 3 clusters Score -1.996113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -19961124.000000 Penalty: 5939.864746
	Iteration 174Q: 3 clusters Score -1.996112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 156934 members 
Entering Unmasked Estep 
Score: -19961154.000000 Penalty: 5939.864746
	Iteration 175Q: 3 clusters Score -1.996115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -19961122.000000 Penalty: 5939.864746
	Iteration 176Q: 3 clusters Score -1.996112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -19961132.000000 Penalty: 5939.864746
	Iteration 177Q: 3 clusters Score -1.996113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -19961118.000000 Penalty: 5939.864746
	Iteration 178Q: 3 clusters Score -1.996112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -19961118.000000 Penalty: 5939.864746
	Iteration 179F: 3 clusters Score -1.996112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -180417.750000 Penalty: 1820.366455
	Iteration 0F: 2 clusters Score -180417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178140.500000 Penalty: 3640.732910
	Iteration 0F: 3 clusters Score -178140.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178654.796875 Penalty: 3640.732910
	Iteration 1F: 3 clusters Score -178654.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178906.546875 Penalty: 3640.732910
	Iteration 2F: 3 clusters Score -178906.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -179136.968750 Penalty: 3640.732910
	Iteration 3F: 3 clusters Score -179137 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -179397.828125 Penalty: 3640.732910
	Iteration 4F: 3 clusters Score -179397.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -179640.312500 Penalty: 3640.732910
	Iteration 5F: 3 clusters Score -179640.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -179786.250000 Penalty: 3640.732910
	Iteration 6F: 3 clusters Score -179786.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -179843.140625 Penalty: 3640.732910
	Iteration 7Q: 3 clusters Score -179843.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -179872.468750 Penalty: 3640.732910
	Iteration 8Q: 3 clusters Score -179872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -179896.203125 Penalty: 3640.732910
	Iteration 9Q: 3 clusters Score -179896.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -179921.140625 Penalty: 3640.732910
	Iteration 10Q: 3 clusters Score -179921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -179933.062500 Penalty: 3640.732910
	Iteration 11Q: 3 clusters Score -179933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -179948.000000 Penalty: 3640.732910
	Iteration 12Q: 3 clusters Score -179948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -179954.109375 Penalty: 3640.732910
	Iteration 13Q: 3 clusters Score -179954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179958.046875 Penalty: 3640.732910
	Iteration 14Q: 3 clusters Score -179958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179958.046875 Penalty: 3640.732910
	Iteration 15F: 3 clusters Score -179958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Entering Unmasked Estep 
Score: -13484076.000000 Penalty: 2878.686768
	Iteration 0F: 2 clusters Score -1.348408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -13410826.000000 Penalty: 5757.373535
	Iteration 0F: 3 clusters Score -1.341083e+07 nChanged 51930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -13440663.000000 Penalty: 5757.373535
	Iteration 1F: 3 clusters Score -1.344066e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -13441323.000000 Penalty: 5757.373535
	Iteration 2Q: 3 clusters Score -1.344132e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -13442127.000000 Penalty: 5757.373535
	Iteration 3Q: 3 clusters Score -1.344213e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -13443244.000000 Penalty: 5757.373535
	Iteration 4Q: 3 clusters Score -1.344324e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -13445214.000000 Penalty: 5757.373535
	Iteration 5Q: 3 clusters Score -1.344521e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -13448683.000000 Penalty: 5757.373535
	Iteration 6F: 3 clusters Score -1.344868e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -13454674.000000 Penalty: 5757.373535
	Iteration 7F: 3 clusters Score -1.345467e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -13463416.000000 Penalty: 5757.373535
	Iteration 8F: 3 clusters Score -1.346342e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -13472482.000000 Penalty: 5757.373535
	Iteration 9F: 3 clusters Score -1.347248e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
Score: -13478172.000000 Penalty: 5757.373535
	Iteration 10F: 3 clusters Score -1.347817e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -13480392.000000 Penalty: 5757.373535
	Iteration 11Q: 3 clusters Score -1.348039e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -13481140.000000 Penalty: 5757.373535
	Iteration 12Q: 3 clusters Score -1.348114e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -13481346.000000 Penalty: 5757.373535
	Iteration 13Q: 3 clusters Score -1.348135e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -13481432.000000 Penalty: 5757.373535
	Iteration 14Q: 3 clusters Score -1.348143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -13481463.000000 Penalty: 5757.373535
	Iteration 15Q: 3 clusters Score -1.348146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -13481479.000000 Penalty: 5757.373535
	Iteration 16Q: 3 clusters Score -1.348148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
Score: -13481505.000000 Penalty: 5757.373535
	Iteration 17Q: 3 clusters Score -1.34815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -13481504.000000 Penalty: 5757.373535
	Iteration 18Q: 3 clusters Score -1.34815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109710 members 
Entering Unmasked Estep 
Score: -13481512.000000 Penalty: 5757.373535
	Iteration 19Q: 3 clusters Score -1.348151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -13481518.000000 Penalty: 5757.373535
	Iteration 20F: 3 clusters Score -1.348152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -13481523.000000 Penalty: 5757.373535
	Iteration 21Q: 3 clusters Score -1.348152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -13481518.000000 Penalty: 5757.373535
	Iteration 22Q: 3 clusters Score -1.348152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -13481524.000000 Penalty: 5757.373535
	Iteration 23Q: 3 clusters Score -1.348152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -13481524.000000 Penalty: 5757.373535
	Iteration 24F: 3 clusters Score -1.348152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -107026.515625 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -107026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105203.882812 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -105203.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105717.882812 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -105717.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106345.281250 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -106345.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107083.726562 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -107083.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107714.468750 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -107714.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107808.718750 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -107808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -107832.164062 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -107832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107864.054688 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -107864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -107915.585938 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -107915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107957.031250 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -107957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -107976.656250 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -107976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -107997.507812 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -107997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -108016.203125 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -108016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108032.000000 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -108032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -108041.953125 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -108042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -108042.765625 Penalty: 3390.784668
	Iteration 15F: 3 clusters Score -108042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -108046.281250 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -108046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -108046.281250 Penalty: 3390.784668
	Iteration 17F: 3 clusters Score -108046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 148947 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 173471 members 
Mstep: Class 6 contains 158821 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 109931 members 
Mstep: Class 10 contains 159 members 
Mstep: Class 12 contains 16152 members 
Mstep: Class 15 contains 155717 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 36505 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 22281 members 
Mstep: Class 23 contains 2908 members 
Entering Unmasked Estep 
Score: -105678672.000000 Penalty: 60983.355469
Splitting cluster 10 changes total score from -105677080.000000 to -105678672.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 12 (16152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Entering Unmasked Estep 
Score: -1936429.375000 Penalty: 2403.070312
	Iteration 0F: 2 clusters Score -1936429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1924828.750000 Penalty: 4806.140625
	Iteration 0F: 3 clusters Score -1924829 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1928519.500000 Penalty: 4806.140625
	Iteration 1F: 3 clusters Score -1928520 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1928972.250000 Penalty: 4806.140625
	Iteration 2F: 3 clusters Score -1928972 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1929662.000000 Penalty: 4806.140625
	Iteration 3F: 3 clusters Score -1929662 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1930475.000000 Penalty: 4806.140625
	Iteration 4F: 3 clusters Score -1930475 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1931295.500000 Penalty: 4806.140625
	Iteration 5F: 3 clusters Score -1931296 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1932138.125000 Penalty: 4806.140625
	Iteration 6F: 3 clusters Score -1932138 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1932834.875000 Penalty: 4806.140625
	Iteration 7F: 3 clusters Score -1932835 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1933441.000000 Penalty: 4806.140625
	Iteration 8F: 3 clusters Score -1933441 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1933908.375000 Penalty: 4806.140625
	Iteration 9F: 3 clusters Score -1933908 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1934235.000000 Penalty: 4806.140625
	Iteration 10Q: 3 clusters Score -1934235 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1934435.125000 Penalty: 4806.140625
	Iteration 11Q: 3 clusters Score -1934435 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1934562.875000 Penalty: 4806.140625
	Iteration 12Q: 3 clusters Score -1934563 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1934658.375000 Penalty: 4806.140625
	Iteration 13Q: 3 clusters Score -1934658 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1934753.500000 Penalty: 4806.140625
	Iteration 14Q: 3 clusters Score -1934754 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1934828.875000 Penalty: 4806.140625
	Iteration 15Q: 3 clusters Score -1934829 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1934903.125000 Penalty: 4806.140625
	Iteration 16Q: 3 clusters Score -1934903 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1934977.375000 Penalty: 4806.140625
	Iteration 17Q: 3 clusters Score -1934977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1935048.375000 Penalty: 4806.140625
	Iteration 18Q: 3 clusters Score -1935048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1935157.500000 Penalty: 4806.140625
	Iteration 19Q: 3 clusters Score -1935158 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1935264.125000 Penalty: 4806.140625
	Iteration 20F: 3 clusters Score -1935264 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1935356.375000 Penalty: 4806.140625
	Iteration 21Q: 3 clusters Score -1935356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1935455.250000 Penalty: 4806.140625
	Iteration 22Q: 3 clusters Score -1935455 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1935523.375000 Penalty: 4806.140625
	Iteration 23Q: 3 clusters Score -1935523 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1935602.750000 Penalty: 4806.140625
	Iteration 24Q: 3 clusters Score -1935603 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1935661.125000 Penalty: 4806.140625
	Iteration 25Q: 3 clusters Score -1935661 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1935729.750000 Penalty: 4806.140625
	Iteration 26Q: 3 clusters Score -1935730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1935795.875000 Penalty: 4806.140625
	Iteration 27Q: 3 clusters Score -1935796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1935857.000000 Penalty: 4806.140625
	Iteration 28Q: 3 clusters Score -1935857 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1935903.250000 Penalty: 4806.140625
	Iteration 29Q: 3 clusters Score -1935903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1935955.500000 Penalty: 4806.140625
	Iteration 30Q: 3 clusters Score -1935956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1936003.500000 Penalty: 4806.140625
	Iteration 31Q: 3 clusters Score -1936004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1936036.625000 Penalty: 4806.140625
	Iteration 32Q: 3 clusters Score -1936037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1936065.500000 Penalty: 4806.140625
	Iteration 33Q: 3 clusters Score -1936066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1936093.000000 Penalty: 4806.140625
	Iteration 34Q: 3 clusters Score -1936093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1936122.625000 Penalty: 4806.140625
	Iteration 35Q: 3 clusters Score -1936123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1936141.000000 Penalty: 4806.140625
	Iteration 36Q: 3 clusters Score -1936141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1936156.500000 Penalty: 4806.140625
	Iteration 37Q: 3 clusters Score -1936156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1936159.875000 Penalty: 4806.140625
	Iteration 38Q: 3 clusters Score -1936160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1936158.750000 Penalty: 4806.140625
	Iteration 39Q: 3 clusters Score -1936159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1936162.250000 Penalty: 4806.140625
	Iteration 40F: 3 clusters Score -1936162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1936163.000000 Penalty: 4806.140625
	Iteration 41Q: 3 clusters Score -1936163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1936167.375000 Penalty: 4806.140625
	Iteration 42Q: 3 clusters Score -1936167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1936165.000000 Penalty: 4806.140625
	Iteration 43Q: 3 clusters Score -1936165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1936164.875000 Penalty: 4806.140625
	Iteration 44Q: 3 clusters Score -1936165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1936167.125000 Penalty: 4806.140625
	Iteration 45Q: 3 clusters Score -1936167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1936167.375000 Penalty: 4806.140625
	Iteration 46Q: 3 clusters Score -1936167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1936166.625000 Penalty: 4806.140625
	Iteration 47Q: 3 clusters Score -1936167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1936168.000000 Penalty: 4806.140625
	Iteration 48Q: 3 clusters Score -1936168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1936173.750000 Penalty: 4806.140625
	Iteration 49Q: 3 clusters Score -1936174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1936173.250000 Penalty: 4806.140625
	Iteration 50Q: 3 clusters Score -1936173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1936173.250000 Penalty: 4806.140625
	Iteration 51Q: 3 clusters Score -1936173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1936174.125000 Penalty: 4806.140625
	Iteration 52Q: 3 clusters Score -1936174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1936177.375000 Penalty: 4806.140625
	Iteration 53Q: 3 clusters Score -1936177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1936183.750000 Penalty: 4806.140625
	Iteration 54Q: 3 clusters Score -1936184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1936184.500000 Penalty: 4806.140625
	Iteration 55Q: 3 clusters Score -1936184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1936185.875000 Penalty: 4806.140625
	Iteration 56Q: 3 clusters Score -1936186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1936183.750000 Penalty: 4806.140625
	Iteration 57Q: 3 clusters Score -1936184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1936188.500000 Penalty: 4806.140625
	Iteration 58Q: 3 clusters Score -1936188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1936188.500000 Penalty: 4806.140625
	Iteration 59F: 3 clusters Score -1936188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Entering Unmasked Estep 
Score: -19598842.000000 Penalty: 2965.037109
	Iteration 0F: 2 clusters Score -1.959884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -19495336.000000 Penalty: 5930.074219
	Iteration 0F: 3 clusters Score -1.949534e+07 nChanged 74418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -19539166.000000 Penalty: 5930.074219
	Iteration 1F: 3 clusters Score -1.953917e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -19541098.000000 Penalty: 5930.074219
	Iteration 2Q: 3 clusters Score -1.95411e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -19543904.000000 Penalty: 5930.074219
	Iteration 3Q: 3 clusters Score -1.95439e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -19548788.000000 Penalty: 5930.074219
	Iteration 4F: 3 clusters Score -1.954879e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -19556744.000000 Penalty: 5930.074219
	Iteration 5F: 3 clusters Score -1.955674e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -19568200.000000 Penalty: 5930.074219
	Iteration 6F: 3 clusters Score -1.95682e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117488 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -19580026.000000 Penalty: 5930.074219
	Iteration 7F: 3 clusters Score -1.958003e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121932 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -19586322.000000 Penalty: 5930.074219
	Iteration 8F: 3 clusters Score -1.958632e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -19588520.000000 Penalty: 5930.074219
	Iteration 9Q: 3 clusters Score -1.958852e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -19589500.000000 Penalty: 5930.074219
	Iteration 10Q: 3 clusters Score -1.95895e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -19590232.000000 Penalty: 5930.074219
	Iteration 11Q: 3 clusters Score -1.959023e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130012 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -19590842.000000 Penalty: 5930.074219
	Iteration 12Q: 3 clusters Score -1.959084e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -19591430.000000 Penalty: 5930.074219
	Iteration 13Q: 3 clusters Score -1.959143e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -19591990.000000 Penalty: 5930.074219
	Iteration 14Q: 3 clusters Score -1.959199e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134731 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -19592378.000000 Penalty: 5930.074219
	Iteration 15Q: 3 clusters Score -1.959238e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -19592856.000000 Penalty: 5930.074219
	Iteration 16Q: 3 clusters Score -1.959286e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137408 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -19593168.000000 Penalty: 5930.074219
	Iteration 17Q: 3 clusters Score -1.959317e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138662 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -19593552.000000 Penalty: 5930.074219
	Iteration 18Q: 3 clusters Score -1.959355e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -19593948.000000 Penalty: 5930.074219
	Iteration 19Q: 3 clusters Score -1.959395e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -19594216.000000 Penalty: 5930.074219
	Iteration 20F: 3 clusters Score -1.959422e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141889 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -19594610.000000 Penalty: 5930.074219
	Iteration 21Q: 3 clusters Score -1.959461e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142864 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -19594900.000000 Penalty: 5930.074219
	Iteration 22Q: 3 clusters Score -1.95949e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -19595122.000000 Penalty: 5930.074219
	Iteration 23Q: 3 clusters Score -1.959512e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -19595436.000000 Penalty: 5930.074219
	Iteration 24Q: 3 clusters Score -1.959544e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -19595606.000000 Penalty: 5930.074219
	Iteration 25Q: 3 clusters Score -1.959561e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146479 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -19595728.000000 Penalty: 5930.074219
	Iteration 26Q: 3 clusters Score -1.959573e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147247 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -19595954.000000 Penalty: 5930.074219
	Iteration 27Q: 3 clusters Score -1.959595e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -19596084.000000 Penalty: 5930.074219
	Iteration 28Q: 3 clusters Score -1.959608e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -19596196.000000 Penalty: 5930.074219
	Iteration 29Q: 3 clusters Score -1.95962e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -19596326.000000 Penalty: 5930.074219
	Iteration 30Q: 3 clusters Score -1.959633e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -19596414.000000 Penalty: 5930.074219
	Iteration 31Q: 3 clusters Score -1.959641e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -19596522.000000 Penalty: 5930.074219
	Iteration 32Q: 3 clusters Score -1.959652e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -19596580.000000 Penalty: 5930.074219
	Iteration 33Q: 3 clusters Score -1.959658e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151042 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -19596668.000000 Penalty: 5930.074219
	Iteration 34Q: 3 clusters Score -1.959667e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -19596700.000000 Penalty: 5930.074219
	Iteration 35Q: 3 clusters Score -1.95967e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151695 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -19596738.000000 Penalty: 5930.074219
	Iteration 36Q: 3 clusters Score -1.959674e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -19596750.000000 Penalty: 5930.074219
	Iteration 37Q: 3 clusters Score -1.959675e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -19596822.000000 Penalty: 5930.074219
	Iteration 38Q: 3 clusters Score -1.959682e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19596874.000000 Penalty: 5930.074219
	Iteration 39Q: 3 clusters Score -1.959687e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -19596896.000000 Penalty: 5930.074219
	Iteration 40F: 3 clusters Score -1.95969e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -19596928.000000 Penalty: 5930.074219
	Iteration 41Q: 3 clusters Score -1.959693e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -19596890.000000 Penalty: 5930.074219
	Iteration 42Q: 3 clusters Score -1.959689e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19596898.000000 Penalty: 5930.074219
	Iteration 43Q: 3 clusters Score -1.95969e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -19596916.000000 Penalty: 5930.074219
	Iteration 44Q: 3 clusters Score -1.959692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19596916.000000 Penalty: 5930.074219
	Iteration 45Q: 3 clusters Score -1.959692e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19596918.000000 Penalty: 5930.074219
	Iteration 46Q: 3 clusters Score -1.959692e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -19596890.000000 Penalty: 5930.074219
	Iteration 47Q: 3 clusters Score -1.959689e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -19596880.000000 Penalty: 5930.074219
	Iteration 48Q: 3 clusters Score -1.959688e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19596886.000000 Penalty: 5930.074219
	Iteration 49Q: 3 clusters Score -1.959689e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19596888.000000 Penalty: 5930.074219
	Iteration 50Q: 3 clusters Score -1.959689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -19596932.000000 Penalty: 5930.074219
	Iteration 51Q: 3 clusters Score -1.959693e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19596872.000000 Penalty: 5930.074219
	Iteration 52Q: 3 clusters Score -1.959687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -19596908.000000 Penalty: 5930.074219
	Iteration 53Q: 3 clusters Score -1.959691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19596906.000000 Penalty: 5930.074219
	Iteration 54Q: 3 clusters Score -1.959691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19596918.000000 Penalty: 5930.074219
	Iteration 55Q: 3 clusters Score -1.959692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19596942.000000 Penalty: 5930.074219
	Iteration 56Q: 3 clusters Score -1.959694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153883 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19596906.000000 Penalty: 5930.074219
	Iteration 57Q: 3 clusters Score -1.959691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19596900.000000 Penalty: 5930.074219
	Iteration 58Q: 3 clusters Score -1.95969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153932 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19596888.000000 Penalty: 5930.074219
	Iteration 59Q: 3 clusters Score -1.959689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153949 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19596884.000000 Penalty: 5930.074219
	Iteration 60F: 3 clusters Score -1.959688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153968 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19596876.000000 Penalty: 5930.074219
	Iteration 61Q: 3 clusters Score -1.959688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19596888.000000 Penalty: 5930.074219
	Iteration 62Q: 3 clusters Score -1.959689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19596894.000000 Penalty: 5930.074219
	Iteration 63Q: 3 clusters Score -1.959689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -19596904.000000 Penalty: 5930.074219
	Iteration 64Q: 3 clusters Score -1.95969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19596908.000000 Penalty: 5930.074219
	Iteration 65Q: 3 clusters Score -1.959691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19596886.000000 Penalty: 5930.074219
	Iteration 66Q: 3 clusters Score -1.959689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19596904.000000 Penalty: 5930.074219
	Iteration 67Q: 3 clusters Score -1.95969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154051 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19596894.000000 Penalty: 5930.074219
	Iteration 68Q: 3 clusters Score -1.959689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19596878.000000 Penalty: 5930.074219
	Iteration 69Q: 3 clusters Score -1.959688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19596880.000000 Penalty: 5930.074219
	Iteration 70Q: 3 clusters Score -1.959688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -19596882.000000 Penalty: 5930.074219
	Iteration 71Q: 3 clusters Score -1.959688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19596886.000000 Penalty: 5930.074219
	Iteration 72Q: 3 clusters Score -1.959689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19596892.000000 Penalty: 5930.074219
	Iteration 73Q: 3 clusters Score -1.959689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19596882.000000 Penalty: 5930.074219
	Iteration 74Q: 3 clusters Score -1.959688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19596902.000000 Penalty: 5930.074219
	Iteration 75Q: 3 clusters Score -1.95969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -19596896.000000 Penalty: 5930.074219
	Iteration 76Q: 3 clusters Score -1.95969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19596892.000000 Penalty: 5930.074219
	Iteration 77Q: 3 clusters Score -1.959689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19596892.000000 Penalty: 5930.074219
	Iteration 78F: 3 clusters Score -1.959689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Entering Unmasked Estep 
Score: -2607094.500000 Penalty: 2462.563477
	Iteration 0F: 2 clusters Score -2607094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2592782.000000 Penalty: 4925.126953
	Iteration 0F: 3 clusters Score -2592782 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2597588.000000 Penalty: 4925.126953
	Iteration 1F: 3 clusters Score -2597588 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2597981.500000 Penalty: 4925.126953
	Iteration 2F: 3 clusters Score -2597982 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2598303.250000 Penalty: 4925.126953
	Iteration 3Q: 3 clusters Score -2598303 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2598579.500000 Penalty: 4925.126953
	Iteration 4Q: 3 clusters Score -2598580 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2598920.500000 Penalty: 4925.126953
	Iteration 5Q: 3 clusters Score -2598920 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2599412.500000 Penalty: 4925.126953
	Iteration 6Q: 3 clusters Score -2599412 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2600016.000000 Penalty: 4925.126953
	Iteration 7Q: 3 clusters Score -2600016 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2600689.500000 Penalty: 4925.126953
	Iteration 8Q: 3 clusters Score -2600690 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2601352.750000 Penalty: 4925.126953
	Iteration 9Q: 3 clusters Score -2601353 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2601976.250000 Penalty: 4925.126953
	Iteration 10Q: 3 clusters Score -2601976 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2602514.750000 Penalty: 4925.126953
	Iteration 11Q: 3 clusters Score -2602515 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2602968.250000 Penalty: 4925.126953
	Iteration 12Q: 3 clusters Score -2602968 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2603331.750000 Penalty: 4925.126953
	Iteration 13Q: 3 clusters Score -2603332 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2603585.750000 Penalty: 4925.126953
	Iteration 14Q: 3 clusters Score -2603586 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2603741.250000 Penalty: 4925.126953
	Iteration 15Q: 3 clusters Score -2603741 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2603833.000000 Penalty: 4925.126953
	Iteration 16Q: 3 clusters Score -2603833 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2603909.000000 Penalty: 4925.126953
	Iteration 17Q: 3 clusters Score -2603909 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2603965.750000 Penalty: 4925.126953
	Iteration 18Q: 3 clusters Score -2603966 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2604002.000000 Penalty: 4925.126953
	Iteration 19Q: 3 clusters Score -2604002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2604049.750000 Penalty: 4925.126953
	Iteration 20F: 3 clusters Score -2604050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2604084.250000 Penalty: 4925.126953
	Iteration 21Q: 3 clusters Score -2604084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2604101.250000 Penalty: 4925.126953
	Iteration 22Q: 3 clusters Score -2604101 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2604117.500000 Penalty: 4925.126953
	Iteration 23Q: 3 clusters Score -2604118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2604131.500000 Penalty: 4925.126953
	Iteration 24Q: 3 clusters Score -2604132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2604131.750000 Penalty: 4925.126953
	Iteration 25Q: 3 clusters Score -2604132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2604149.500000 Penalty: 4925.126953
	Iteration 26Q: 3 clusters Score -2604150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2604155.000000 Penalty: 4925.126953
	Iteration 27Q: 3 clusters Score -2604155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2604160.500000 Penalty: 4925.126953
	Iteration 28Q: 3 clusters Score -2604160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2604155.000000 Penalty: 4925.126953
	Iteration 29Q: 3 clusters Score -2604155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2604155.750000 Penalty: 4925.126953
	Iteration 30Q: 3 clusters Score -2604156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2604160.500000 Penalty: 4925.126953
	Iteration 31Q: 3 clusters Score -2604160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2604158.750000 Penalty: 4925.126953
	Iteration 32Q: 3 clusters Score -2604159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2604166.750000 Penalty: 4925.126953
	Iteration 33Q: 3 clusters Score -2604167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2604171.250000 Penalty: 4925.126953
	Iteration 34Q: 3 clusters Score -2604171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2604170.750000 Penalty: 4925.126953
	Iteration 35Q: 3 clusters Score -2604171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2604169.750000 Penalty: 4925.126953
	Iteration 36Q: 3 clusters Score -2604170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2604167.500000 Penalty: 4925.126953
	Iteration 37Q: 3 clusters Score -2604168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2604169.750000 Penalty: 4925.126953
	Iteration 38Q: 3 clusters Score -2604170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2604170.250000 Penalty: 4925.126953
	Iteration 39Q: 3 clusters Score -2604170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2604167.000000 Penalty: 4925.126953
	Iteration 40F: 3 clusters Score -2604167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2604170.500000 Penalty: 4925.126953
	Iteration 41Q: 3 clusters Score -2604170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2604170.500000 Penalty: 4925.126953
	Iteration 42Q: 3 clusters Score -2604170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2604169.000000 Penalty: 4925.126953
	Iteration 43Q: 3 clusters Score -2604169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2604171.000000 Penalty: 4925.126953
	Iteration 44Q: 3 clusters Score -2604171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2604171.000000 Penalty: 4925.126953
	Iteration 45F: 3 clusters Score -2604171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -32271.095703 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -32271.1 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 166 members 
Entering Unmasked Estep 
Score: -31047.574219 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31047.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31162.763672 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -31162.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31231.892578 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -31231.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31257.628906 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -31257.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31267.300781 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -31267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31279.757812 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -31279.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31286.933594 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -31286.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31292.392578 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -31292.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31296.945312 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -31296.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31299.724609 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -31299.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31302.218750 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -31302.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31306.972656 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -31306.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31316.021484 Penalty: 2846.937256
	Iteration 12Q: 3 clusters Score -31316.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31318.832031 Penalty: 2846.937256
	Iteration 13Q: 3 clusters Score -31318.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31318.832031 Penalty: 2846.937256
	Iteration 14F: 3 clusters Score -31318.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -234580.687500 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -234580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232158.031250 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -232158 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -234725.500000 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -234725.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -236115.156250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -236115.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -236878.828125 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -236878.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -237513.718750 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -237513.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -237794.296875 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -237794.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -237995.328125 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -237995.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -238078.171875 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -238078.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -238215.921875 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -238215.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238460.593750 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -238460.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -238710.718750 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -238710.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238849.828125 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -238849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -238927.921875 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -238927.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -239001.421875 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -239001.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239041.859375 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -239041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239073.390625 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -239073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -239136.671875 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -239136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239269.890625 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -239269.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -239450.609375 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -239450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239777.921875 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -239777.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240009.750000 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -240009.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -240276.593750 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -240276.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -240884.031250 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -240884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242045.765625 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -242045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -242125.656250 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -242125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242126.593750 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -242126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242126.593750 Penalty: 3859.858887
	Iteration 26F: 3 clusters Score -242126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 148947 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 173471 members 
Mstep: Class 6 contains 158821 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 109931 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 159 members 
Mstep: Class 12 contains 16152 members 
Mstep: Class 15 contains 155717 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 36505 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 22281 members 
Mstep: Class 23 contains 2908 members 
Entering Unmasked Estep 
Score: -105684712.000000 Penalty: 64371.320312
Splitting cluster 19 changes total score from -105677080.000000 to -105684712.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 20 (36505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Entering Unmasked Estep 
Score: -4651136.500000 Penalty: 2605.290527
	Iteration 0F: 2 clusters Score -4651136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4626276.500000 Penalty: 5210.581055
	Iteration 0F: 3 clusters Score -4626276 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4635520.500000 Penalty: 5210.581055
	Iteration 1F: 3 clusters Score -4635520 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4636086.500000 Penalty: 5210.581055
	Iteration 2Q: 3 clusters Score -4636086 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4636616.000000 Penalty: 5210.581055
	Iteration 3Q: 3 clusters Score -4636616 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4637067.000000 Penalty: 5210.581055
	Iteration 4Q: 3 clusters Score -4637067 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4637644.500000 Penalty: 5210.581055
	Iteration 5Q: 3 clusters Score -4637644 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4638368.500000 Penalty: 5210.581055
	Iteration 6Q: 3 clusters Score -4638368 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4639428.000000 Penalty: 5210.581055
	Iteration 7Q: 3 clusters Score -4639428 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4641110.500000 Penalty: 5210.581055
	Iteration 8F: 3 clusters Score -4641110 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4643294.000000 Penalty: 5210.581055
	Iteration 9F: 3 clusters Score -4643294 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4644934.000000 Penalty: 5210.581055
	Iteration 10F: 3 clusters Score -4644934 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4645623.000000 Penalty: 5210.581055
	Iteration 11Q: 3 clusters Score -4645623 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4645904.000000 Penalty: 5210.581055
	Iteration 12Q: 3 clusters Score -4645904 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4646030.000000 Penalty: 5210.581055
	Iteration 13Q: 3 clusters Score -4646030 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4646136.000000 Penalty: 5210.581055
	Iteration 14Q: 3 clusters Score -4646136 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4646226.500000 Penalty: 5210.581055
	Iteration 15Q: 3 clusters Score -4646226 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4646289.000000 Penalty: 5210.581055
	Iteration 16Q: 3 clusters Score -4646289 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -4646359.000000 Penalty: 5210.581055
	Iteration 17Q: 3 clusters Score -4646359 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4646435.500000 Penalty: 5210.581055
	Iteration 18Q: 3 clusters Score -4646436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4646504.000000 Penalty: 5210.581055
	Iteration 19Q: 3 clusters Score -4646504 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -4646572.000000 Penalty: 5210.581055
	Iteration 20F: 3 clusters Score -4646572 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4646620.500000 Penalty: 5210.581055
	Iteration 21Q: 3 clusters Score -4646620 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -4646659.500000 Penalty: 5210.581055
	Iteration 22Q: 3 clusters Score -4646660 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4646688.500000 Penalty: 5210.581055
	Iteration 23Q: 3 clusters Score -4646688 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4646727.500000 Penalty: 5210.581055
	Iteration 24Q: 3 clusters Score -4646728 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4646773.500000 Penalty: 5210.581055
	Iteration 25Q: 3 clusters Score -4646774 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4646816.500000 Penalty: 5210.581055
	Iteration 26Q: 3 clusters Score -4646816 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4646843.000000 Penalty: 5210.581055
	Iteration 27Q: 3 clusters Score -4646843 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4646883.000000 Penalty: 5210.581055
	Iteration 28Q: 3 clusters Score -4646883 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4646954.500000 Penalty: 5210.581055
	Iteration 29Q: 3 clusters Score -4646954 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4646987.000000 Penalty: 5210.581055
	Iteration 30Q: 3 clusters Score -4646987 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4647049.000000 Penalty: 5210.581055
	Iteration 31Q: 3 clusters Score -4647049 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4647090.500000 Penalty: 5210.581055
	Iteration 32Q: 3 clusters Score -4647090 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -4647154.500000 Penalty: 5210.581055
	Iteration 33Q: 3 clusters Score -4647154 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4647235.000000 Penalty: 5210.581055
	Iteration 34Q: 3 clusters Score -4647235 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4647276.500000 Penalty: 5210.581055
	Iteration 35Q: 3 clusters Score -4647276 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4647351.000000 Penalty: 5210.581055
	Iteration 36Q: 3 clusters Score -4647351 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4647390.500000 Penalty: 5210.581055
	Iteration 37Q: 3 clusters Score -4647390 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4647473.000000 Penalty: 5210.581055
	Iteration 38Q: 3 clusters Score -4647473 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4647546.500000 Penalty: 5210.581055
	Iteration 39Q: 3 clusters Score -4647546 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4647591.500000 Penalty: 5210.581055
	Iteration 40F: 3 clusters Score -4647592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4647647.500000 Penalty: 5210.581055
	Iteration 41Q: 3 clusters Score -4647648 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4647712.000000 Penalty: 5210.581055
	Iteration 42Q: 3 clusters Score -4647712 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4647775.500000 Penalty: 5210.581055
	Iteration 43Q: 3 clusters Score -4647776 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4647819 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4647876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4647917 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4647957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4648018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4648048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4648086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4648098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4648130.500000 Penalty: 5210.581055
	Iteration 52Q: 3 clusters Score -4648130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4648148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4648170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -4648184.500000 Penalty: 5210.581055
	Iteration 55Q: 3 clusters Score -4648184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4648205.000000 Penalty: 5210.581055
	Iteration 56Q: 3 clusters Score -4648205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4648226.500000 Penalty: 5210.581055
	Iteration 57Q: 3 clusters Score -4648226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4648249.500000 Penalty: 5210.581055
	Iteration 58Q: 3 clusters Score -4648250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4648275.000000 Penalty: 5210.581055
	Iteration 59Q: 3 clusters Score -4648275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4648293.500000 Penalty: 5210.581055
	Iteration 60F: 3 clusters Score -4648294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4648315.000000 Penalty: 5210.581055
	Iteration 61Q: 3 clusters Score -4648315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4648354.500000 Penalty: 5210.581055
	Iteration 62Q: 3 clusters Score -4648354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4648370.000000 Penalty: 5210.581055
	Iteration 63Q: 3 clusters Score -4648370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4648383.500000 Penalty: 5210.581055
	Iteration 64Q: 3 clusters Score -4648384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4648399.000000 Penalty: 5210.581055
	Iteration 65Q: 3 clusters Score -4648399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4648411.500000 Penalty: 5210.581055
	Iteration 66Q: 3 clusters Score -4648412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4648438.500000 Penalty: 5210.581055
	Iteration 67Q: 3 clusters Score -4648438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4648447.500000 Penalty: 5210.581055
	Iteration 68Q: 3 clusters Score -4648448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4648470.000000 Penalty: 5210.581055
	Iteration 69Q: 3 clusters Score -4648470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4648474.500000 Penalty: 5210.581055
	Iteration 70Q: 3 clusters Score -4648474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4648479.500000 Penalty: 5210.581055
	Iteration 71Q: 3 clusters Score -4648480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4648495.000000 Penalty: 5210.581055
	Iteration 72Q: 3 clusters Score -4648495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4648511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4648521.500000 Penalty: 5210.581055
	Iteration 74Q: 3 clusters Score -4648522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4648535.000000 Penalty: 5210.581055
	Iteration 75Q: 3 clusters Score -4648535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4648537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4648551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4648553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4648570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4648570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4648576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4648585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4648588.500000 Penalty: 5210.581055
	Iteration 83Q: 3 clusters Score -4648588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4648595.000000 Penalty: 5210.581055
	Iteration 84Q: 3 clusters Score -4648595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4648604.000000 Penalty: 5210.581055
	Iteration 85Q: 3 clusters Score -4648604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4648606.500000 Penalty: 5210.581055
	Iteration 86Q: 3 clusters Score -4648606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4648616.000000 Penalty: 5210.581055
	Iteration 87Q: 3 clusters Score -4648616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4648617.500000 Penalty: 5210.581055
	Iteration 88Q: 3 clusters Score -4648618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4648633.000000 Penalty: 5210.581055
	Iteration 89Q: 3 clusters Score -4648633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4648635.000000 Penalty: 5210.581055
	Iteration 90Q: 3 clusters Score -4648635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4648642.500000 Penalty: 5210.581055
	Iteration 91Q: 3 clusters Score -4648642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4648644.000000 Penalty: 5210.581055
	Iteration 92Q: 3 clusters Score -4648644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4648647.500000 Penalty: 5210.581055
	Iteration 93Q: 3 clusters Score -4648648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4648647.500000 Penalty: 5210.581055
	Iteration 94Q: 3 clusters Score -4648648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4648646.500000 Penalty: 5210.581055
	Iteration 95Q: 3 clusters Score -4648646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4648651.500000 Penalty: 5210.581055
	Iteration 96Q: 3 clusters Score -4648652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4648652.000000 Penalty: 5210.581055
	Iteration 97Q: 3 clusters Score -4648652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4648650.000000 Penalty: 5210.581055
	Iteration 98Q: 3 clusters Score -4648650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -4648650.000000 Penalty: 5210.581055
	Iteration 99Q: 3 clusters Score -4648650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4648654.000000 Penalty: 5210.581055
	Iteration 100F: 3 clusters Score -4648654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4648657.500000 Penalty: 5210.581055
	Iteration 101Q: 3 clusters Score -4648658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4648651.500000 Penalty: 5210.581055
	Iteration 102Q: 3 clusters Score -4648652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4648646.500000 Penalty: 5210.581055
	Iteration 103Q: 3 clusters Score -4648646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4648656.000000 Penalty: 5210.581055
	Iteration 104Q: 3 clusters Score -4648656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4648657.000000 Penalty: 5210.581055
	Iteration 105Q: 3 clusters Score -4648657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4648668.000000 Penalty: 5210.581055
	Iteration 106Q: 3 clusters Score -4648668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4648667.500000 Penalty: 5210.581055
	Iteration 107Q: 3 clusters Score -4648668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4648666.000000 Penalty: 5210.581055
	Iteration 108Q: 3 clusters Score -4648666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4648668.500000 Penalty: 5210.581055
	Iteration 109Q: 3 clusters Score -4648668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4648675.500000 Penalty: 5210.581055
	Iteration 110Q: 3 clusters Score -4648676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4648678.000000 Penalty: 5210.581055
	Iteration 111Q: 3 clusters Score -4648678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4648683.500000 Penalty: 5210.581055
	Iteration 112Q: 3 clusters Score -4648684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4648685.500000 Penalty: 5210.581055
	Iteration 113Q: 3 clusters Score -4648686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4648687.500000 Penalty: 5210.581055
	Iteration 114Q: 3 clusters Score -4648688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4648691.500000 Penalty: 5210.581055
	Iteration 115Q: 3 clusters Score -4648692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4648689.500000 Penalty: 5210.581055
	Iteration 116Q: 3 clusters Score -4648690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4648691.500000 Penalty: 5210.581055
	Iteration 117Q: 3 clusters Score -4648692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4648706.000000 Penalty: 5210.581055
	Iteration 118Q: 3 clusters Score -4648706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4648701.000000 Penalty: 5210.581055
	Iteration 119Q: 3 clusters Score -4648701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4648707.000000 Penalty: 5210.581055
	Iteration 120F: 3 clusters Score -4648707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4648707.000000 Penalty: 5210.581055
	Iteration 121Q: 3 clusters Score -4648707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4648701.500000 Penalty: 5210.581055
	Iteration 122Q: 3 clusters Score -4648702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4648701.000000 Penalty: 5210.581055
	Iteration 123Q: 3 clusters Score -4648701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4648697.500000 Penalty: 5210.581055
	Iteration 124Q: 3 clusters Score -4648698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4648697.000000 Penalty: 5210.581055
	Iteration 125Q: 3 clusters Score -4648697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4648704.000000 Penalty: 5210.581055
	Iteration 126Q: 3 clusters Score -4648704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -4648707.000000 Penalty: 5210.581055
	Iteration 127Q: 3 clusters Score -4648707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4648707.500000 Penalty: 5210.581055
	Iteration 128Q: 3 clusters Score -4648708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4648710.500000 Penalty: 5210.581055
	Iteration 129Q: 3 clusters Score -4648710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4648708.500000 Penalty: 5210.581055
	Iteration 130Q: 3 clusters Score -4648708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4648715.000000 Penalty: 5210.581055
	Iteration 131Q: 3 clusters Score -4648715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4648715.000000 Penalty: 5210.581055
	Iteration 132F: 3 clusters Score -4648715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -279055.656250 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -279055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -276175.843750 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -276175.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276716.281250 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -276716.3 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -276882.406250 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -276882.4 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -276981.218750 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -276981.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -277037.437500 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -277037.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -277078.906250 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -277078.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -277101.343750 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -277101.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -277116.593750 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -277116.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -277132.593750 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -277132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -277144.062500 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -277144.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -277157.843750 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -277157.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -277168.343750 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -277168.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -277179.593750 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -277179.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -277193.062500 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -277193.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -277207.468750 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -277207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -277216.156250 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -277216.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -277223.593750 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -277223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -277226.843750 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -277226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -277227.968750 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -277228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -277227.968750 Penalty: 3855.494141
	Iteration 19F: 3 clusters Score -277228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Entering Unmasked Estep 
Score: -2833073.750000 Penalty: 2482.849609
	Iteration 0F: 2 clusters Score -2833074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2817490.500000 Penalty: 4965.699219
	Iteration 0F: 3 clusters Score -2817490 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2822784.000000 Penalty: 4965.699219
	Iteration 1F: 3 clusters Score -2822784 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2823195.000000 Penalty: 4965.699219
	Iteration 2F: 3 clusters Score -2823195 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2823536.000000 Penalty: 4965.699219
	Iteration 3Q: 3 clusters Score -2823536 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2823891.250000 Penalty: 4965.699219
	Iteration 4Q: 3 clusters Score -2823891 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2824280.250000 Penalty: 4965.699219
	Iteration 5Q: 3 clusters Score -2824280 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2824821.500000 Penalty: 4965.699219
	Iteration 6Q: 3 clusters Score -2824822 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2825544.000000 Penalty: 4965.699219
	Iteration 7F: 3 clusters Score -2825544 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2826467.750000 Penalty: 4965.699219
	Iteration 8F: 3 clusters Score -2826468 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2827436.500000 Penalty: 4965.699219
	Iteration 9F: 3 clusters Score -2827436 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2828280.750000 Penalty: 4965.699219
	Iteration 10Q: 3 clusters Score -2828281 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2829007.000000 Penalty: 4965.699219
	Iteration 11Q: 3 clusters Score -2829007 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2829564.250000 Penalty: 4965.699219
	Iteration 12Q: 3 clusters Score -2829564 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2829966.000000 Penalty: 4965.699219
	Iteration 13Q: 3 clusters Score -2829966 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2830202.500000 Penalty: 4965.699219
	Iteration 14Q: 3 clusters Score -2830202 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2830382.000000 Penalty: 4965.699219
	Iteration 15Q: 3 clusters Score -2830382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2830528.000000 Penalty: 4965.699219
	Iteration 16Q: 3 clusters Score -2830528 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2830624.500000 Penalty: 4965.699219
	Iteration 17Q: 3 clusters Score -2830624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2830702.500000 Penalty: 4965.699219
	Iteration 18Q: 3 clusters Score -2830702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2830776.750000 Penalty: 4965.699219
	Iteration 19Q: 3 clusters Score -2830777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2830822.500000 Penalty: 4965.699219
	Iteration 20F: 3 clusters Score -2830822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2830862.750000 Penalty: 4965.699219
	Iteration 21Q: 3 clusters Score -2830863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2830906.250000 Penalty: 4965.699219
	Iteration 22Q: 3 clusters Score -2830906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2830921.000000 Penalty: 4965.699219
	Iteration 23Q: 3 clusters Score -2830921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2830937.000000 Penalty: 4965.699219
	Iteration 24Q: 3 clusters Score -2830937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2830949.000000 Penalty: 4965.699219
	Iteration 25Q: 3 clusters Score -2830949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2830959.000000 Penalty: 4965.699219
	Iteration 26Q: 3 clusters Score -2830959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2830969.750000 Penalty: 4965.699219
	Iteration 27Q: 3 clusters Score -2830970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2830980.000000 Penalty: 4965.699219
	Iteration 28Q: 3 clusters Score -2830980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2830980.750000 Penalty: 4965.699219
	Iteration 29Q: 3 clusters Score -2830981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2830984.500000 Penalty: 4965.699219
	Iteration 30Q: 3 clusters Score -2830984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2830987.750000 Penalty: 4965.699219
	Iteration 31Q: 3 clusters Score -2830988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2830993.250000 Penalty: 4965.699219
	Iteration 32Q: 3 clusters Score -2830993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2830995.750000 Penalty: 4965.699219
	Iteration 33Q: 3 clusters Score -2830996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2831002.250000 Penalty: 4965.699219
	Iteration 34Q: 3 clusters Score -2831002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2831008.000000 Penalty: 4965.699219
	Iteration 35Q: 3 clusters Score -2831008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2831010.250000 Penalty: 4965.699219
	Iteration 36Q: 3 clusters Score -2831010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2831012.500000 Penalty: 4965.699219
	Iteration 37Q: 3 clusters Score -2831012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2831016.000000 Penalty: 4965.699219
	Iteration 38Q: 3 clusters Score -2831016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2831018.250000 Penalty: 4965.699219
	Iteration 39Q: 3 clusters Score -2831018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2831023.750000 Penalty: 4965.699219
	Iteration 40F: 3 clusters Score -2831024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2831024.750000 Penalty: 4965.699219
	Iteration 41Q: 3 clusters Score -2831025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2831024.250000 Penalty: 4965.699219
	Iteration 42Q: 3 clusters Score -2831024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2831024.250000 Penalty: 4965.699219
	Iteration 43F: 3 clusters Score -2831024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -371076.125000 Penalty: 1977.854736
	Iteration 0F: 2 clusters Score -371076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -367814.625000 Penalty: 3955.709473
	Iteration 0F: 3 clusters Score -367814.6 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -368435.406250 Penalty: 3955.709473
	Iteration 1F: 3 clusters Score -368435.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -368569.343750 Penalty: 3955.709473
	Iteration 2F: 3 clusters Score -368569.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368654.500000 Penalty: 3955.709473
	Iteration 3Q: 3 clusters Score -368654.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -368707.312500 Penalty: 3955.709473
	Iteration 4Q: 3 clusters Score -368707.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -368750.031250 Penalty: 3955.709473
	Iteration 5Q: 3 clusters Score -368750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -368791.250000 Penalty: 3955.709473
	Iteration 6Q: 3 clusters Score -368791.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -368827.656250 Penalty: 3955.709473
	Iteration 7Q: 3 clusters Score -368827.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -368855.187500 Penalty: 3955.709473
	Iteration 8Q: 3 clusters Score -368855.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -368873.281250 Penalty: 3955.709473
	Iteration 9Q: 3 clusters Score -368873.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -368886.062500 Penalty: 3955.709473
	Iteration 10Q: 3 clusters Score -368886.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -368896.125000 Penalty: 3955.709473
	Iteration 11Q: 3 clusters Score -368896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -368905.875000 Penalty: 3955.709473
	Iteration 12Q: 3 clusters Score -368905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -368915.843750 Penalty: 3955.709473
	Iteration 13Q: 3 clusters Score -368915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -368925.562500 Penalty: 3955.709473
	Iteration 14Q: 3 clusters Score -368925.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -368935.437500 Penalty: 3955.709473
	Iteration 15Q: 3 clusters Score -368935.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -368943.437500 Penalty: 3955.709473
	Iteration 16Q: 3 clusters Score -368943.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -368949.468750 Penalty: 3955.709473
	Iteration 17Q: 3 clusters Score -368949.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -368955.593750 Penalty: 3955.709473
	Iteration 18Q: 3 clusters Score -368955.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -368963.437500 Penalty: 3955.709473
	Iteration 19Q: 3 clusters Score -368963.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -368968.687500 Penalty: 3955.709473
	Iteration 20F: 3 clusters Score -368968.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -368972.531250 Penalty: 3955.709473
	Iteration 21Q: 3 clusters Score -368972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -368974.968750 Penalty: 3955.709473
	Iteration 22Q: 3 clusters Score -368975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -368978.125000 Penalty: 3955.709473
	Iteration 23Q: 3 clusters Score -368978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -368980.687500 Penalty: 3955.709473
	Iteration 24Q: 3 clusters Score -368980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -368984.687500 Penalty: 3955.709473
	Iteration 25Q: 3 clusters Score -368984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -368987.562500 Penalty: 3955.709473
	Iteration 26Q: 3 clusters Score -368987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368990.093750 Penalty: 3955.709473
	Iteration 27Q: 3 clusters Score -368990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368992.156250 Penalty: 3955.709473
	Iteration 28Q: 3 clusters Score -368992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368993.593750 Penalty: 3955.709473
	Iteration 29Q: 3 clusters Score -368993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368993.593750 Penalty: 3955.709473
	Iteration 30F: 3 clusters Score -368993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 148947 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 173471 members 
Mstep: Class 6 contains 158821 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 109931 members 
Mstep: Class 10 contains 159 members 
Mstep: Class 12 contains 16152 members 
Mstep: Class 15 contains 155717 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 36505 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 22281 members 
Mstep: Class 23 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3198.856689 but Gain 3387.964844
Score: -105686192.000000 Penalty: 60983.355469
Iteration 39Q: 19 clusters Score -1.056862e+08 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 153683 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 169865 members 
Mstep: Class 6 contains 158945 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 108376 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 12 contains 15850 members 
Mstep: Class 15 contains 156455 members 
Mstep: Class 16 contains 20246 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 36406 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 22566 members 
Mstep: Class 23 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105692888.000000 Penalty: 60983.355469
Iteration 40F: 19 clusters Score -1.056929e+08 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 158832 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 168391 members 
Mstep: Class 6 contains 157738 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 8 contains 106654 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 15591 members 
Mstep: Class 15 contains 155938 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 36527 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 22830 members 
Mstep: Class 23 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105694624.000000 Penalty: 60983.355469
Iteration 41Q: 19 clusters Score -1.056946e+08 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 164509 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 166007 members 
Mstep: Class 6 contains 156832 members 
Mstep: Class 7 contains 1551 members 
Mstep: Class 8 contains 105032 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 15341 members 
Mstep: Class 15 contains 155511 members 
Mstep: Class 16 contains 19593 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 36548 members 
Mstep: Class 21 contains 2267 members 
Mstep: Class 22 contains 23115 members 
Mstep: Class 23 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105695688.000000 Penalty: 60983.355469
Iteration 42Q: 19 clusters Score -1.056957e+08 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 169647 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 1683 members 
Mstep: Class 5 contains 163590 members 
Mstep: Class 6 contains 156175 members 
Mstep: Class 7 contains 1554 members 
Mstep: Class 8 contains 103573 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 15083 members 
Mstep: Class 15 contains 155226 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 36476 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 23444 members 
Mstep: Class 23 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105696504.000000 Penalty: 60983.355469
Iteration 43Q: 19 clusters Score -1.056965e+08 nChanged 16129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 173392 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 161772 members 
Mstep: Class 6 contains 155826 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 102087 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 14846 members 
Mstep: Class 15 contains 155451 members 
Mstep: Class 16 contains 19049 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 36360 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 23736 members 
Mstep: Class 23 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105696888.000000 Penalty: 60983.355469
Iteration 44Q: 19 clusters Score -1.056969e+08 nChanged 15727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 174986 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 160829 members 
Mstep: Class 6 contains 156006 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 100691 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 14590 members 
Mstep: Class 15 contains 156281 members 
Mstep: Class 16 contains 18847 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 36185 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 24073 members 
Mstep: Class 23 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105697496.000000 Penalty: 60983.355469
Iteration 45Q: 19 clusters Score -1.056975e+08 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 174631 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 160750 members 
Mstep: Class 6 contains 156611 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 99447 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 14349 members 
Mstep: Class 15 contains 157558 members 
Mstep: Class 16 contains 18695 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 36001 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 24387 members 
Mstep: Class 23 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105698064.000000 Penalty: 60983.355469
Iteration 46Q: 19 clusters Score -1.056981e+08 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 173017 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 161230 members 
Mstep: Class 6 contains 157490 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 98324 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 15 contains 159160 members 
Mstep: Class 16 contains 18595 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 35734 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 24689 members 
Mstep: Class 23 contains 3082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105698368.000000 Penalty: 60983.355469
Iteration 47Q: 19 clusters Score -1.056984e+08 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 170496 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 162044 members 
Mstep: Class 6 contains 158623 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 97276 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 13851 members 
Mstep: Class 15 contains 161033 members 
Mstep: Class 16 contains 18529 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 35396 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 24942 members 
Mstep: Class 23 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105699312.000000 Penalty: 60983.355469
Iteration 48Q: 19 clusters Score -1.056993e+08 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 167525 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 163010 members 
Mstep: Class 6 contains 159789 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 96312 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 15 contains 163121 members 
Mstep: Class 16 contains 18460 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 35021 members 
Mstep: Class 21 contains 1990 members 
Mstep: Class 22 contains 25179 members 
Mstep: Class 23 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105700936.000000 Penalty: 60983.355469
Iteration 49Q: 19 clusters Score -1.057009e+08 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 164611 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 163886 members 
Mstep: Class 6 contains 160900 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 95489 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 13417 members 
Mstep: Class 15 contains 165077 members 
Mstep: Class 16 contains 18401 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 34698 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 25388 members 
Mstep: Class 23 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702096.000000 Penalty: 60983.355469
Iteration 50Q: 19 clusters Score -1.057021e+08 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 162022 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 164626 members 
Mstep: Class 6 contains 161792 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 94739 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 13219 members 
Mstep: Class 15 contains 167038 members 
Mstep: Class 16 contains 18330 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 34393 members 
Mstep: Class 21 contains 1963 members 
Mstep: Class 22 contains 25574 members 
Mstep: Class 23 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105702808.000000 Penalty: 60983.355469
Iteration 51Q: 19 clusters Score -1.057028e+08 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 159726 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 165192 members 
Mstep: Class 6 contains 162613 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 94046 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 15 contains 168832 members 
Mstep: Class 16 contains 18245 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 34190 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 25738 members 
Mstep: Class 23 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105703440.000000 Penalty: 60983.355469
Iteration 52Q: 19 clusters Score -1.057034e+08 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 158007 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 165453 members 
Mstep: Class 6 contains 163349 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 93322 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 12864 members 
Mstep: Class 15 contains 170459 members 
Mstep: Class 16 contains 18158 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 34054 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 25861 members 
Mstep: Class 23 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105704720.000000 Penalty: 60983.355469
Iteration 53Q: 19 clusters Score -1.057047e+08 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 156765 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 165459 members 
Mstep: Class 6 contains 164003 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 92713 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 15 contains 171774 members 
Mstep: Class 16 contains 18050 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 34038 members 
Mstep: Class 21 contains 1942 members 
Mstep: Class 22 contains 25983 members 
Mstep: Class 23 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105705056.000000 Penalty: 60983.355469
Iteration 54Q: 19 clusters Score -1.057051e+08 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 155910 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 165261 members 
Mstep: Class 6 contains 164506 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 92108 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 12533 members 
Mstep: Class 15 contains 172928 members 
Mstep: Class 16 contains 17948 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 34109 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 26123 members 
Mstep: Class 23 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105705568.000000 Penalty: 60983.355469
Iteration 55Q: 19 clusters Score -1.057056e+08 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 155417 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 164862 members 
Mstep: Class 6 contains 164979 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 91478 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 15 contains 173972 members 
Mstep: Class 16 contains 17835 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 34206 members 
Mstep: Class 21 contains 1946 members 
Mstep: Class 22 contains 26270 members 
Mstep: Class 23 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105705944.000000 Penalty: 60983.355469
Iteration 56Q: 19 clusters Score -1.057059e+08 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 155258 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 164249 members 
Mstep: Class 6 contains 165414 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 90910 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 15 contains 174770 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 34348 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 26443 members 
Mstep: Class 23 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105706048.000000 Penalty: 60983.355469
Iteration 57Q: 19 clusters Score -1.05706e+08 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 155323 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 165696 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 90452 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 12108 members 
Mstep: Class 15 contains 175331 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 34601 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 26588 members 
Mstep: Class 23 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105706088.000000 Penalty: 60983.355469
Iteration 58Q: 19 clusters Score -1.057061e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 155461 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 162965 members 
Mstep: Class 6 contains 165889 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 90058 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11953 members 
Mstep: Class 15 contains 175743 members 
Mstep: Class 16 contains 17633 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 34947 members 
Mstep: Class 21 contains 1948 members 
Mstep: Class 22 contains 26700 members 
Mstep: Class 23 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105706584.000000 Penalty: 60983.355469
Iteration 59Q: 19 clusters Score -1.057066e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 155668 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 162375 members 
Mstep: Class 6 contains 166062 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 89652 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 15 contains 176020 members 
Mstep: Class 16 contains 17558 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 35330 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 26844 members 
Mstep: Class 23 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105706968.000000 Penalty: 60983.355469
Iteration 60F: 19 clusters Score -1.05707e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 155884 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 161857 members 
Mstep: Class 6 contains 166180 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 89263 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 15 contains 176149 members 
Mstep: Class 16 contains 17504 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 35770 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 26990 members 
Mstep: Class 23 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707272.000000 Penalty: 60983.355469
Iteration 61Q: 19 clusters Score -1.057073e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 156090 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 161424 members 
Mstep: Class 6 contains 166289 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 88886 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 15 contains 176202 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 36274 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 27135 members 
Mstep: Class 23 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707456.000000 Penalty: 60983.355469
Iteration 62Q: 19 clusters Score -1.057075e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 161089 members 
Mstep: Class 6 contains 166312 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 88543 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11403 members 
Mstep: Class 15 contains 176078 members 
Mstep: Class 16 contains 17305 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 36915 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 22 contains 27308 members 
Mstep: Class 23 contains 3854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105707832.000000 Penalty: 60983.355469
Iteration 63Q: 19 clusters Score -1.057078e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 156447 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 160784 members 
Mstep: Class 6 contains 166368 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 88193 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11260 members 
Mstep: Class 15 contains 175942 members 
Mstep: Class 16 contains 17181 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 37629 members 
Mstep: Class 21 contains 1904 members 
Mstep: Class 22 contains 27452 members 
Mstep: Class 23 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105708192.000000 Penalty: 60983.355469
Iteration 64Q: 19 clusters Score -1.057082e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 156544 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 160557 members 
Mstep: Class 6 contains 166381 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 87823 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11139 members 
Mstep: Class 15 contains 175804 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 38331 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105708896.000000 Penalty: 60983.355469
Iteration 65Q: 19 clusters Score -1.057089e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 156570 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 160419 members 
Mstep: Class 6 contains 166333 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 87457 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 15 contains 175676 members 
Mstep: Class 16 contains 16893 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 39113 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 27737 members 
Mstep: Class 23 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105709352.000000 Penalty: 60983.355469
Iteration 66Q: 19 clusters Score -1.057094e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 156586 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 160330 members 
Mstep: Class 6 contains 166233 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87130 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 15 contains 175522 members 
Mstep: Class 16 contains 16740 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 39920 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 22 contains 27837 members 
Mstep: Class 23 contains 3926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105709944.000000 Penalty: 60983.355469
Iteration 67Q: 19 clusters Score -1.057099e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 156600 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 160271 members 
Mstep: Class 6 contains 166055 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 86821 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10778 members 
Mstep: Class 15 contains 175316 members 
Mstep: Class 16 contains 16583 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 40792 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 27949 members 
Mstep: Class 23 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105710296.000000 Penalty: 60983.355469
Iteration 68Q: 19 clusters Score -1.057103e+08 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 156553 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 160202 members 
Mstep: Class 6 contains 165832 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 86554 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 15 contains 175132 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 41709 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 28063 members 
Mstep: Class 23 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105710976.000000 Penalty: 60983.355469
Iteration 69Q: 19 clusters Score -1.05711e+08 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 156467 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 160179 members 
Mstep: Class 6 contains 165535 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 86343 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10560 members 
Mstep: Class 15 contains 174832 members 
Mstep: Class 16 contains 16285 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 42724 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 28201 members 
Mstep: Class 23 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105711672.000000 Penalty: 60983.355469
Iteration 70Q: 19 clusters Score -1.057117e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 156324 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 160150 members 
Mstep: Class 6 contains 165208 members 
Mstep: Class 7 contains 1554 members 
Mstep: Class 8 contains 86159 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 15 contains 174519 members 
Mstep: Class 16 contains 16153 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 43810 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 28339 members 
Mstep: Class 23 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105712424.000000 Penalty: 60983.355469
Iteration 71Q: 19 clusters Score -1.057124e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 156239 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 160133 members 
Mstep: Class 6 contains 164860 members 
Mstep: Class 7 contains 1553 members 
Mstep: Class 8 contains 86021 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10354 members 
Mstep: Class 15 contains 174144 members 
Mstep: Class 16 contains 16021 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 44861 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 28469 members 
Mstep: Class 23 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713224.000000 Penalty: 60983.355469
Iteration 72Q: 19 clusters Score -1.057132e+08 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 156068 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 160210 members 
Mstep: Class 6 contains 164472 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 85882 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10262 members 
Mstep: Class 15 contains 173806 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 45934 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 28580 members 
Mstep: Class 23 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105713632.000000 Penalty: 60983.355469
Iteration 73Q: 19 clusters Score -1.057136e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 155864 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 160266 members 
Mstep: Class 6 contains 164084 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 85765 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 15 contains 173429 members 
Mstep: Class 16 contains 15769 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 47048 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 28683 members 
Mstep: Class 23 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714304.000000 Penalty: 60983.355469
Iteration 74Q: 19 clusters Score -1.057143e+08 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 155651 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 160290 members 
Mstep: Class 6 contains 163665 members 
Mstep: Class 7 contains 1551 members 
Mstep: Class 8 contains 85629 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10096 members 
Mstep: Class 15 contains 173084 members 
Mstep: Class 16 contains 15645 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 48236 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 28775 members 
Mstep: Class 23 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105714808.000000 Penalty: 60983.355469
Iteration 75Q: 19 clusters Score -1.057148e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 155387 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 160281 members 
Mstep: Class 6 contains 163239 members 
Mstep: Class 7 contains 1549 members 
Mstep: Class 8 contains 85491 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 10022 members 
Mstep: Class 15 contains 172737 members 
Mstep: Class 16 contains 15547 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 49493 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 28868 members 
Mstep: Class 23 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105715632.000000 Penalty: 60983.355469
Iteration 76Q: 19 clusters Score -1.057156e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 155117 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 160205 members 
Mstep: Class 6 contains 162859 members 
Mstep: Class 7 contains 1548 members 
Mstep: Class 8 contains 85362 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 15 contains 172343 members 
Mstep: Class 16 contains 15470 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 50788 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 28967 members 
Mstep: Class 23 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105716328.000000 Penalty: 60983.355469
Iteration 77Q: 19 clusters Score -1.057163e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 154879 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 160071 members 
Mstep: Class 6 contains 162477 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 85233 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 12 contains 9892 members 
Mstep: Class 15 contains 171912 members 
Mstep: Class 16 contains 15424 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 52114 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 29075 members 
Mstep: Class 23 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105716712.000000 Penalty: 60983.355469
Iteration 78Q: 19 clusters Score -1.057167e+08 nChanged 3743
Entering ConstructFrom: 
Score: -105716712.000000 Penalty: 60983.355469
Entering ConstructFrom: 
Trying to split cluster 1 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -418264.875000 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -418264.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -414785.312500 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -414785.3 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -415492.937500 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -415492.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -415631.312500 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -415631.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -415717.968750 Penalty: 4022.920654
	Iteration 3Q: 3 clusters Score -415718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -415771.250000 Penalty: 4022.920654
	Iteration 4Q: 3 clusters Score -415771.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -415807.906250 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -415807.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -415828.437500 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -415828.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -415849.125000 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -415849.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -415869.750000 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -415869.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415884.906250 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -415884.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -415900.187500 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -415900.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -415911.281250 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -415911.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415919.687500 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -415919.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -415933.125000 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -415933.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -415948.718750 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -415948.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -415967.093750 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -415967.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -415984.312500 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -415984.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -416000.156250 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -416000.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -416019.468750 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -416019.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -416038.218750 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -416038.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -416061.062500 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -416061.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -416082.281250 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -416082.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -416096.968750 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -416097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -416110.531250 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -416110.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -416129.468750 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -416129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -416142.468750 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -416142.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -416154.500000 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -416154.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -416163.875000 Penalty: 4022.920654
	Iteration 27Q: 3 clusters Score -416163.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -416173.468750 Penalty: 4022.920654
	Iteration 28Q: 3 clusters Score -416173.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -416183.687500 Penalty: 4022.920654
	Iteration 29Q: 3 clusters Score -416183.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -416195.125000 Penalty: 4022.920654
	Iteration 30Q: 3 clusters Score -416195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -416205.750000 Penalty: 4022.920654
	Iteration 31Q: 3 clusters Score -416205.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -416217.968750 Penalty: 4022.920654
	Iteration 32Q: 3 clusters Score -416218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -416223.750000 Penalty: 4022.920654
	Iteration 33Q: 3 clusters Score -416223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -416226.906250 Penalty: 4022.920654
	Iteration 34Q: 3 clusters Score -416226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -416232.968750 Penalty: 4022.920654
	Iteration 35Q: 3 clusters Score -416233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -416241.468750 Penalty: 4022.920654
	Iteration 36Q: 3 clusters Score -416241.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -416251.437500 Penalty: 4022.920654
	Iteration 37Q: 3 clusters Score -416251.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -416260.500000 Penalty: 4022.920654
	Iteration 38Q: 3 clusters Score -416260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -416270.093750 Penalty: 4022.920654
	Iteration 39Q: 3 clusters Score -416270.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -416277.906250 Penalty: 4022.920654
	Iteration 40F: 3 clusters Score -416277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -416285.343750 Penalty: 4022.920654
	Iteration 41Q: 3 clusters Score -416285.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -416294.437500 Penalty: 4022.920654
	Iteration 42Q: 3 clusters Score -416294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -416298.562500 Penalty: 4022.920654
	Iteration 43Q: 3 clusters Score -416298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -416304.125000 Penalty: 4022.920654
	Iteration 44Q: 3 clusters Score -416304.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -416311.687500 Penalty: 4022.920654
	Iteration 45Q: 3 clusters Score -416311.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -416321.562500 Penalty: 4022.920654
	Iteration 46Q: 3 clusters Score -416321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -416330.218750 Penalty: 4022.920654
	Iteration 47Q: 3 clusters Score -416330.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -416339.656250 Penalty: 4022.920654
	Iteration 48Q: 3 clusters Score -416339.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -416351.468750 Penalty: 4022.920654
	Iteration 49Q: 3 clusters Score -416351.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -416360.593750 Penalty: 4022.920654
	Iteration 50Q: 3 clusters Score -416360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -416368.281250 Penalty: 4022.920654
	Iteration 51Q: 3 clusters Score -416368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -416377.437500 Penalty: 4022.920654
	Iteration 52Q: 3 clusters Score -416377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -416383.281250 Penalty: 4022.920654
	Iteration 53Q: 3 clusters Score -416383.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -416393.531250 Penalty: 4022.920654
	Iteration 54Q: 3 clusters Score -416393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -416399.968750 Penalty: 4022.920654
	Iteration 55Q: 3 clusters Score -416400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -416406.812500 Penalty: 4022.920654
	Iteration 56Q: 3 clusters Score -416406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -416412.062500 Penalty: 4022.920654
	Iteration 57Q: 3 clusters Score -416412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -416415.281250 Penalty: 4022.920654
	Iteration 58Q: 3 clusters Score -416415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -416417.468750 Penalty: 4022.920654
	Iteration 59Q: 3 clusters Score -416417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -416420.718750 Penalty: 4022.920654
	Iteration 60F: 3 clusters Score -416420.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -416422.281250 Penalty: 4022.920654
	Iteration 61Q: 3 clusters Score -416422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -416425.062500 Penalty: 4022.920654
	Iteration 62Q: 3 clusters Score -416425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -416426.062500 Penalty: 4022.920654
	Iteration 63Q: 3 clusters Score -416426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -416426.812500 Penalty: 4022.920654
	Iteration 64Q: 3 clusters Score -416426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -416429.718750 Penalty: 4022.920654
	Iteration 65Q: 3 clusters Score -416429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -416431.187500 Penalty: 4022.920654
	Iteration 66Q: 3 clusters Score -416431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -416432.937500 Penalty: 4022.920654
	Iteration 67Q: 3 clusters Score -416432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -416432.937500 Penalty: 4022.920654
	Iteration 68F: 3 clusters Score -416432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (154614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154614 members 
Entering Unmasked Estep 
Score: -19487990.000000 Penalty: 2963.274170
	Iteration 0F: 2 clusters Score -1.948799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -19385572.000000 Penalty: 5926.548340
	Iteration 0F: 3 clusters Score -1.938557e+07 nChanged 74169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -19429016.000000 Penalty: 5926.548340
	Iteration 1F: 3 clusters Score -1.942902e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -19430262.000000 Penalty: 5926.548340
	Iteration 2Q: 3 clusters Score -1.943026e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -19432040.000000 Penalty: 5926.548340
	Iteration 3Q: 3 clusters Score -1.943204e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -19434194.000000 Penalty: 5926.548340
	Iteration 4Q: 3 clusters Score -1.943419e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -19437056.000000 Penalty: 5926.548340
	Iteration 5Q: 3 clusters Score -1.943706e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -19441106.000000 Penalty: 5926.548340
	Iteration 6F: 3 clusters Score -1.944111e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -19447218.000000 Penalty: 5926.548340
	Iteration 7F: 3 clusters Score -1.944722e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -19454754.000000 Penalty: 5926.548340
	Iteration 8F: 3 clusters Score -1.945475e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -19461874.000000 Penalty: 5926.548340
	Iteration 9F: 3 clusters Score -1.946187e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -19466230.000000 Penalty: 5926.548340
	Iteration 10F: 3 clusters Score -1.946623e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -19468070.000000 Penalty: 5926.548340
	Iteration 11Q: 3 clusters Score -1.946807e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -19468882.000000 Penalty: 5926.548340
	Iteration 12Q: 3 clusters Score -1.946888e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -19469410.000000 Penalty: 5926.548340
	Iteration 13Q: 3 clusters Score -1.946941e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -19469884.000000 Penalty: 5926.548340
	Iteration 14Q: 3 clusters Score -1.946988e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -19470472.000000 Penalty: 5926.548340
	Iteration 15Q: 3 clusters Score -1.947047e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -19471122.000000 Penalty: 5926.548340
	Iteration 16Q: 3 clusters Score -1.947112e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -19471676.000000 Penalty: 5926.548340
	Iteration 17Q: 3 clusters Score -1.947168e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -19472302.000000 Penalty: 5926.548340
	Iteration 18Q: 3 clusters Score -1.94723e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -19472940.000000 Penalty: 5926.548340
	Iteration 19Q: 3 clusters Score -1.947294e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116985 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -19473700.000000 Penalty: 5926.548340
	Iteration 20F: 3 clusters Score -1.94737e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -19474470.000000 Penalty: 5926.548340
	Iteration 21Q: 3 clusters Score -1.947447e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -19475400.000000 Penalty: 5926.548340
	Iteration 22Q: 3 clusters Score -1.94754e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -19476226.000000 Penalty: 5926.548340
	Iteration 23Q: 3 clusters Score -1.947623e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -19477164.000000 Penalty: 5926.548340
	Iteration 24Q: 3 clusters Score -1.947716e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -19478108.000000 Penalty: 5926.548340
	Iteration 25Q: 3 clusters Score -1.947811e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -19479172.000000 Penalty: 5926.548340
	Iteration 26Q: 3 clusters Score -1.947917e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -19480200.000000 Penalty: 5926.548340
	Iteration 27Q: 3 clusters Score -1.94802e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -19481132.000000 Penalty: 5926.548340
	Iteration 28Q: 3 clusters Score -1.948113e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -19481908.000000 Penalty: 5926.548340
	Iteration 29Q: 3 clusters Score -1.948191e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138975 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -19482788.000000 Penalty: 5926.548340
	Iteration 30Q: 3 clusters Score -1.948279e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140640 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -19483544.000000 Penalty: 5926.548340
	Iteration 31Q: 3 clusters Score -1.948354e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -19484182.000000 Penalty: 5926.548340
	Iteration 32Q: 3 clusters Score -1.948418e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -19484686.000000 Penalty: 5926.548340
	Iteration 33Q: 3 clusters Score -1.948469e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144605 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -19485162.000000 Penalty: 5926.548340
	Iteration 34Q: 3 clusters Score -1.948516e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145715 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -19485568.000000 Penalty: 5926.548340
	Iteration 35Q: 3 clusters Score -1.948557e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -19485906.000000 Penalty: 5926.548340
	Iteration 36Q: 3 clusters Score -1.948591e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -19486116.000000 Penalty: 5926.548340
	Iteration 37Q: 3 clusters Score -1.948612e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148274 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -19486344.000000 Penalty: 5926.548340
	Iteration 38Q: 3 clusters Score -1.948634e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -19486472.000000 Penalty: 5926.548340
	Iteration 39Q: 3 clusters Score -1.948647e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149494 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -19486640.000000 Penalty: 5926.548340
	Iteration 40F: 3 clusters Score -1.948664e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149928 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -19486812.000000 Penalty: 5926.548340
	Iteration 41Q: 3 clusters Score -1.948681e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -19486854.000000 Penalty: 5926.548340
	Iteration 42Q: 3 clusters Score -1.948685e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -19486876.000000 Penalty: 5926.548340
	Iteration 43Q: 3 clusters Score -1.948688e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150872 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -19486856.000000 Penalty: 5926.548340
	Iteration 44Q: 3 clusters Score -1.948686e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -19486836.000000 Penalty: 5926.548340
	Iteration 45Q: 3 clusters Score -1.948684e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -19486876.000000 Penalty: 5926.548340
	Iteration 46Q: 3 clusters Score -1.948688e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151452 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -19486868.000000 Penalty: 5926.548340
	Iteration 47Q: 3 clusters Score -1.948687e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -19486862.000000 Penalty: 5926.548340
	Iteration 48Q: 3 clusters Score -1.948686e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -19486880.000000 Penalty: 5926.548340
	Iteration 49Q: 3 clusters Score -1.948688e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151826 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19486824.000000 Penalty: 5926.548340
	Iteration 50Q: 3 clusters Score -1.948682e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19486844.000000 Penalty: 5926.548340
	Iteration 51Q: 3 clusters Score -1.948684e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151982 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19486852.000000 Penalty: 5926.548340
	Iteration 52Q: 3 clusters Score -1.948685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152035 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -19486844.000000 Penalty: 5926.548340
	Iteration 53Q: 3 clusters Score -1.948684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19486868.000000 Penalty: 5926.548340
	Iteration 54Q: 3 clusters Score -1.948687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19486876.000000 Penalty: 5926.548340
	Iteration 55Q: 3 clusters Score -1.948688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152174 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19486902.000000 Penalty: 5926.548340
	Iteration 56Q: 3 clusters Score -1.94869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152225 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19486850.000000 Penalty: 5926.548340
	Iteration 57Q: 3 clusters Score -1.948685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152264 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -19486834.000000 Penalty: 5926.548340
	Iteration 58Q: 3 clusters Score -1.948683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -19486852.000000 Penalty: 5926.548340
	Iteration 59Q: 3 clusters Score -1.948685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152360 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -19486862.000000 Penalty: 5926.548340
	Iteration 60F: 3 clusters Score -1.948686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152400 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19486874.000000 Penalty: 5926.548340
	Iteration 61Q: 3 clusters Score -1.948687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19486896.000000 Penalty: 5926.548340
	Iteration 62Q: 3 clusters Score -1.94869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -19486892.000000 Penalty: 5926.548340
	Iteration 63Q: 3 clusters Score -1.948689e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19486908.000000 Penalty: 5926.548340
	Iteration 64Q: 3 clusters Score -1.948691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19486906.000000 Penalty: 5926.548340
	Iteration 65Q: 3 clusters Score -1.948691e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19486898.000000 Penalty: 5926.548340
	Iteration 66Q: 3 clusters Score -1.94869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -19486936.000000 Penalty: 5926.548340
	Iteration 67Q: 3 clusters Score -1.948694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19486924.000000 Penalty: 5926.548340
	Iteration 68Q: 3 clusters Score -1.948692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152597 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19486924.000000 Penalty: 5926.548340
	Iteration 69Q: 3 clusters Score -1.948692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19486950.000000 Penalty: 5926.548340
	Iteration 70Q: 3 clusters Score -1.948695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19486944.000000 Penalty: 5926.548340
	Iteration 71Q: 3 clusters Score -1.948694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -19486952.000000 Penalty: 5926.548340
	Iteration 72Q: 3 clusters Score -1.948695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19486950.000000 Penalty: 5926.548340
	Iteration 73Q: 3 clusters Score -1.948695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -19486946.000000 Penalty: 5926.548340
	Iteration 74Q: 3 clusters Score -1.948695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19486960.000000 Penalty: 5926.548340
	Iteration 75Q: 3 clusters Score -1.948696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19486984.000000 Penalty: 5926.548340
	Iteration 76Q: 3 clusters Score -1.948698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19486994.000000 Penalty: 5926.548340
	Iteration 77Q: 3 clusters Score -1.948699e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -19487010.000000 Penalty: 5926.548340
	Iteration 78Q: 3 clusters Score -1.948701e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19486988.000000 Penalty: 5926.548340
	Iteration 79Q: 3 clusters Score -1.948699e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -19487014.000000 Penalty: 5926.548340
	Iteration 80F: 3 clusters Score -1.948701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152795 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -19487040.000000 Penalty: 5926.548340
	Iteration 81Q: 3 clusters Score -1.948704e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -19487022.000000 Penalty: 5926.548340
	Iteration 82Q: 3 clusters Score -1.948702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19487040.000000 Penalty: 5926.548340
	Iteration 83Q: 3 clusters Score -1.948704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19487020.000000 Penalty: 5926.548340
	Iteration 84Q: 3 clusters Score -1.948702e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19487028.000000 Penalty: 5926.548340
	Iteration 85Q: 3 clusters Score -1.948703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152896 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19487036.000000 Penalty: 5926.548340
	Iteration 86Q: 3 clusters Score -1.948704e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19487062.000000 Penalty: 5926.548340
	Iteration 87Q: 3 clusters Score -1.948706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19487060.000000 Penalty: 5926.548340
	Iteration 88Q: 3 clusters Score -1.948706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19487072.000000 Penalty: 5926.548340
	Iteration 89Q: 3 clusters Score -1.948707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19487090.000000 Penalty: 5926.548340
	Iteration 90Q: 3 clusters Score -1.948709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152940 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19487084.000000 Penalty: 5926.548340
	Iteration 91Q: 3 clusters Score -1.948708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19487096.000000 Penalty: 5926.548340
	Iteration 92Q: 3 clusters Score -1.94871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19487102.000000 Penalty: 5926.548340
	Iteration 93Q: 3 clusters Score -1.94871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19487090.000000 Penalty: 5926.548340
	Iteration 94Q: 3 clusters Score -1.948709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152973 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19487084.000000 Penalty: 5926.548340
	Iteration 95Q: 3 clusters Score -1.948708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -19487084.000000 Penalty: 5926.548340
	Iteration 96Q: 3 clusters Score -1.948708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19487080.000000 Penalty: 5926.548340
	Iteration 97Q: 3 clusters Score -1.948708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19487074.000000 Penalty: 5926.548340
	Iteration 98Q: 3 clusters Score -1.948707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19487072.000000 Penalty: 5926.548340
	Iteration 99Q: 3 clusters Score -1.948707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19487066.000000 Penalty: 5926.548340
	Iteration 100F: 3 clusters Score -1.948707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19487080.000000 Penalty: 5926.548340
	Iteration 101Q: 3 clusters Score -1.948708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -19487068.000000 Penalty: 5926.548340
	Iteration 102Q: 3 clusters Score -1.948707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -19487076.000000 Penalty: 5926.548340
	Iteration 103Q: 3 clusters Score -1.948708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19487074.000000 Penalty: 5926.548340
	Iteration 104Q: 3 clusters Score -1.948707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19487072.000000 Penalty: 5926.548340
	Iteration 105Q: 3 clusters Score -1.948707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19487072.000000 Penalty: 5926.548340
	Iteration 106Q: 3 clusters Score -1.948707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19487072.000000 Penalty: 5926.548340
	Iteration 107F: 3 clusters Score -1.948707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -96909.914062 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -96909.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95190.859375 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -95190.86 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95689.507812 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -95689.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95934.656250 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -95934.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -96055.765625 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -96055.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96105.796875 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -96105.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96154.210938 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -96154.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96255.523438 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -96255.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96345.515625 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -96345.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96376.218750 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -96376.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96399.515625 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -96399.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96417.007812 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -96417.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96425.148438 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -96425.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96435.000000 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -96435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96436.304688 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -96436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96437.554688 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -96437.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96437.554688 Penalty: 3324.781250
	Iteration 15F: 3 clusters Score -96437.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -198753.640625 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -198753.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196382.343750 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -196382.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -196755.015625 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -196755 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196858.343750 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -196858.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -196906.828125 Penalty: 3660.916016
	Iteration 3Q: 3 clusters Score -196906.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196937.484375 Penalty: 3660.916016
	Iteration 4Q: 3 clusters Score -196937.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196954.812500 Penalty: 3660.916016
	Iteration 5Q: 3 clusters Score -196954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196965.296875 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -196965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -196970.640625 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -196970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -196972.687500 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -196972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -196974.453125 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -196974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -196976.890625 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -196976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -196981.671875 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -196981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -196987.609375 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -196987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -196989.406250 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -196989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -196992.343750 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -196992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196993.984375 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -196994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196993.984375 Penalty: 3660.916016
	Iteration 16F: 3 clusters Score -196994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Entering Unmasked Estep 
Score: -20118026.000000 Penalty: 2971.535400
	Iteration 0F: 2 clusters Score -2.011803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -20014746.000000 Penalty: 5943.070801
	Iteration 0F: 3 clusters Score -2.001475e+07 nChanged 76631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -20059454.000000 Penalty: 5943.070801
	Iteration 1F: 3 clusters Score -2.005945e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -20060368.000000 Penalty: 5943.070801
	Iteration 2Q: 3 clusters Score -2.006037e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -20061364.000000 Penalty: 5943.070801
	Iteration 3Q: 3 clusters Score -2.006136e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -20062448.000000 Penalty: 5943.070801
	Iteration 4Q: 3 clusters Score -2.006245e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -20063738.000000 Penalty: 5943.070801
	Iteration 5Q: 3 clusters Score -2.006374e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -20065376.000000 Penalty: 5943.070801
	Iteration 6Q: 3 clusters Score -2.006538e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -20067994.000000 Penalty: 5943.070801
	Iteration 7Q: 3 clusters Score -2.006799e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -20071692.000000 Penalty: 5943.070801
	Iteration 8Q: 3 clusters Score -2.007169e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -20077072.000000 Penalty: 5943.070801
	Iteration 9F: 3 clusters Score -2.007707e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -20084204.000000 Penalty: 5943.070801
	Iteration 10F: 3 clusters Score -2.00842e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -20091676.000000 Penalty: 5943.070801
	Iteration 11F: 3 clusters Score -2.009168e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -20096824.000000 Penalty: 5943.070801
	Iteration 12F: 3 clusters Score -2.009682e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -20099028.000000 Penalty: 5943.070801
	Iteration 13Q: 3 clusters Score -2.009903e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -20100316.000000 Penalty: 5943.070801
	Iteration 14Q: 3 clusters Score -2.010032e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -20100980.000000 Penalty: 5943.070801
	Iteration 15Q: 3 clusters Score -2.010098e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -20101584.000000 Penalty: 5943.070801
	Iteration 16Q: 3 clusters Score -2.010158e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -20102124.000000 Penalty: 5943.070801
	Iteration 17Q: 3 clusters Score -2.010212e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 114933 members 
Entering Unmasked Estep 
Score: -20102760.000000 Penalty: 5943.070801
	Iteration 18Q: 3 clusters Score -2.010276e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -20103594.000000 Penalty: 5943.070801
	Iteration 19Q: 3 clusters Score -2.010359e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 119166 members 
Entering Unmasked Estep 
Score: -20104570.000000 Penalty: 5943.070801
	Iteration 20F: 3 clusters Score -2.010457e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -20105900.000000 Penalty: 5943.070801
	Iteration 21Q: 3 clusters Score -2.01059e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -20107568.000000 Penalty: 5943.070801
	Iteration 22Q: 3 clusters Score -2.010757e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -20109420.000000 Penalty: 5943.070801
	Iteration 23Q: 3 clusters Score -2.010942e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -20110890.000000 Penalty: 5943.070801
	Iteration 24Q: 3 clusters Score -2.011089e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 129780 members 
Entering Unmasked Estep 
Score: -20112098.000000 Penalty: 5943.070801
	Iteration 25Q: 3 clusters Score -2.01121e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -20113072.000000 Penalty: 5943.070801
	Iteration 26Q: 3 clusters Score -2.011307e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 132638 members 
Entering Unmasked Estep 
Score: -20113762.000000 Penalty: 5943.070801
	Iteration 27Q: 3 clusters Score -2.011376e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -20114308.000000 Penalty: 5943.070801
	Iteration 28Q: 3 clusters Score -2.011431e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -20114792.000000 Penalty: 5943.070801
	Iteration 29Q: 3 clusters Score -2.011479e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -20115134.000000 Penalty: 5943.070801
	Iteration 30Q: 3 clusters Score -2.011513e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -20115396.000000 Penalty: 5943.070801
	Iteration 31Q: 3 clusters Score -2.01154e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 137964 members 
Entering Unmasked Estep 
Score: -20115754.000000 Penalty: 5943.070801
	Iteration 32Q: 3 clusters Score -2.011575e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 138798 members 
Entering Unmasked Estep 
Score: -20115858.000000 Penalty: 5943.070801
	Iteration 33Q: 3 clusters Score -2.011586e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -20116122.000000 Penalty: 5943.070801
	Iteration 34Q: 3 clusters Score -2.011612e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -20116202.000000 Penalty: 5943.070801
	Iteration 35Q: 3 clusters Score -2.01162e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -20116376.000000 Penalty: 5943.070801
	Iteration 36Q: 3 clusters Score -2.011638e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -20116560.000000 Penalty: 5943.070801
	Iteration 37Q: 3 clusters Score -2.011656e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -20116678.000000 Penalty: 5943.070801
	Iteration 38Q: 3 clusters Score -2.011668e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -20116746.000000 Penalty: 5943.070801
	Iteration 39Q: 3 clusters Score -2.011675e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 143722 members 
Entering Unmasked Estep 
Score: -20116906.000000 Penalty: 5943.070801
	Iteration 40F: 3 clusters Score -2.011691e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 144329 members 
Entering Unmasked Estep 
Score: -20116964.000000 Penalty: 5943.070801
	Iteration 41Q: 3 clusters Score -2.011696e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -20117062.000000 Penalty: 5943.070801
	Iteration 42Q: 3 clusters Score -2.011706e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 145392 members 
Entering Unmasked Estep 
Score: -20117110.000000 Penalty: 5943.070801
	Iteration 43Q: 3 clusters Score -2.011711e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 145910 members 
Entering Unmasked Estep 
Score: -20117162.000000 Penalty: 5943.070801
	Iteration 44Q: 3 clusters Score -2.011716e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -20117202.000000 Penalty: 5943.070801
	Iteration 45Q: 3 clusters Score -2.01172e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 146814 members 
Entering Unmasked Estep 
Score: -20117332.000000 Penalty: 5943.070801
	Iteration 46Q: 3 clusters Score -2.011733e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 147226 members 
Entering Unmasked Estep 
Score: -20117330.000000 Penalty: 5943.070801
	Iteration 47Q: 3 clusters Score -2.011733e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -20117296.000000 Penalty: 5943.070801
	Iteration 48Q: 3 clusters Score -2.01173e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -20117332.000000 Penalty: 5943.070801
	Iteration 49Q: 3 clusters Score -2.011733e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -20117294.000000 Penalty: 5943.070801
	Iteration 50Q: 3 clusters Score -2.011729e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 148772 members 
Entering Unmasked Estep 
Score: -20117330.000000 Penalty: 5943.070801
	Iteration 51Q: 3 clusters Score -2.011733e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -20117354.000000 Penalty: 5943.070801
	Iteration 52Q: 3 clusters Score -2.011735e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 149408 members 
Entering Unmasked Estep 
Score: -20117380.000000 Penalty: 5943.070801
	Iteration 53Q: 3 clusters Score -2.011738e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -20117344.000000 Penalty: 5943.070801
	Iteration 54Q: 3 clusters Score -2.011734e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -20117338.000000 Penalty: 5943.070801
	Iteration 55Q: 3 clusters Score -2.011734e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 150271 members 
Entering Unmasked Estep 
Score: -20117288.000000 Penalty: 5943.070801
	Iteration 56Q: 3 clusters Score -2.011729e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -20117296.000000 Penalty: 5943.070801
	Iteration 57Q: 3 clusters Score -2.01173e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 150789 members 
Entering Unmasked Estep 
Score: -20117294.000000 Penalty: 5943.070801
	Iteration 58Q: 3 clusters Score -2.011729e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -20117326.000000 Penalty: 5943.070801
	Iteration 59Q: 3 clusters Score -2.011733e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -20117296.000000 Penalty: 5943.070801
	Iteration 60F: 3 clusters Score -2.01173e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 151394 members 
Entering Unmasked Estep 
Score: -20117240.000000 Penalty: 5943.070801
	Iteration 61Q: 3 clusters Score -2.011724e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 151558 members 
Entering Unmasked Estep 
Score: -20117224.000000 Penalty: 5943.070801
	Iteration 62Q: 3 clusters Score -2.011722e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -20117208.000000 Penalty: 5943.070801
	Iteration 63Q: 3 clusters Score -2.011721e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -20117178.000000 Penalty: 5943.070801
	Iteration 64Q: 3 clusters Score -2.011718e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -20117162.000000 Penalty: 5943.070801
	Iteration 65Q: 3 clusters Score -2.011716e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -20117150.000000 Penalty: 5943.070801
	Iteration 66Q: 3 clusters Score -2.011715e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -20117144.000000 Penalty: 5943.070801
	Iteration 67Q: 3 clusters Score -2.011714e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -20117168.000000 Penalty: 5943.070801
	Iteration 68Q: 3 clusters Score -2.011717e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
Score: -20117100.000000 Penalty: 5943.070801
	Iteration 69Q: 3 clusters Score -2.01171e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -20117046.000000 Penalty: 5943.070801
	Iteration 70Q: 3 clusters Score -2.011705e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -20117022.000000 Penalty: 5943.070801
	Iteration 71Q: 3 clusters Score -2.011702e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -20117026.000000 Penalty: 5943.070801
	Iteration 72Q: 3 clusters Score -2.011703e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -20117000.000000 Penalty: 5943.070801
	Iteration 73Q: 3 clusters Score -2.0117e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 153259 members 
Entering Unmasked Estep 
Score: -20116972.000000 Penalty: 5943.070801
	Iteration 74Q: 3 clusters Score -2.011697e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -20116964.000000 Penalty: 5943.070801
	Iteration 75Q: 3 clusters Score -2.011696e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -20116916.000000 Penalty: 5943.070801
	Iteration 76Q: 3 clusters Score -2.011692e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -20116914.000000 Penalty: 5943.070801
	Iteration 77Q: 3 clusters Score -2.011691e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 153725 members 
Entering Unmasked Estep 
Score: -20116938.000000 Penalty: 5943.070801
	Iteration 78Q: 3 clusters Score -2.011694e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -20116964.000000 Penalty: 5943.070801
	Iteration 79Q: 3 clusters Score -2.011696e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -20116954.000000 Penalty: 5943.070801
	Iteration 80F: 3 clusters Score -2.011695e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -20116928.000000 Penalty: 5943.070801
	Iteration 81Q: 3 clusters Score -2.011693e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -20116906.000000 Penalty: 5943.070801
	Iteration 82Q: 3 clusters Score -2.011691e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -20116872.000000 Penalty: 5943.070801
	Iteration 83Q: 3 clusters Score -2.011687e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -20116826.000000 Penalty: 5943.070801
	Iteration 84Q: 3 clusters Score -2.011683e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -20116796.000000 Penalty: 5943.070801
	Iteration 85Q: 3 clusters Score -2.01168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -20116818.000000 Penalty: 5943.070801
	Iteration 86Q: 3 clusters Score -2.011682e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 154484 members 
Entering Unmasked Estep 
Score: -20116850.000000 Penalty: 5943.070801
	Iteration 87Q: 3 clusters Score -2.011685e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -20116846.000000 Penalty: 5943.070801
	Iteration 88Q: 3 clusters Score -2.011685e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -20116820.000000 Penalty: 5943.070801
	Iteration 89Q: 3 clusters Score -2.011682e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -20116786.000000 Penalty: 5943.070801
	Iteration 90Q: 3 clusters Score -2.011679e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -20116790.000000 Penalty: 5943.070801
	Iteration 91Q: 3 clusters Score -2.011679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -20116732.000000 Penalty: 5943.070801
	Iteration 92Q: 3 clusters Score -2.011673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -20116728.000000 Penalty: 5943.070801
	Iteration 93Q: 3 clusters Score -2.011673e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -20116726.000000 Penalty: 5943.070801
	Iteration 94Q: 3 clusters Score -2.011673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 154937 members 
Entering Unmasked Estep 
Score: -20116700.000000 Penalty: 5943.070801
	Iteration 95Q: 3 clusters Score -2.01167e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 154984 members 
Entering Unmasked Estep 
Score: -20116732.000000 Penalty: 5943.070801
	Iteration 96Q: 3 clusters Score -2.011673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -20116734.000000 Penalty: 5943.070801
	Iteration 97Q: 3 clusters Score -2.011673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -20116748.000000 Penalty: 5943.070801
	Iteration 98Q: 3 clusters Score -2.011675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -20116738.000000 Penalty: 5943.070801
	Iteration 99Q: 3 clusters Score -2.011674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -20116746.000000 Penalty: 5943.070801
	Iteration 100F: 3 clusters Score -2.011675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -20116690.000000 Penalty: 5943.070801
	Iteration 101Q: 3 clusters Score -2.011669e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -20116660.000000 Penalty: 5943.070801
	Iteration 102Q: 3 clusters Score -2.011666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -20116656.000000 Penalty: 5943.070801
	Iteration 103Q: 3 clusters Score -2.011666e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 155249 members 
Entering Unmasked Estep 
Score: -20116646.000000 Penalty: 5943.070801
	Iteration 104Q: 3 clusters Score -2.011665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -20116664.000000 Penalty: 5943.070801
	Iteration 105Q: 3 clusters Score -2.011666e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -20116688.000000 Penalty: 5943.070801
	Iteration 106Q: 3 clusters Score -2.011669e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -20116678.000000 Penalty: 5943.070801
	Iteration 107Q: 3 clusters Score -2.011668e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 155434 members 
Entering Unmasked Estep 
Score: -20116686.000000 Penalty: 5943.070801
	Iteration 108Q: 3 clusters Score -2.011669e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -20116688.000000 Penalty: 5943.070801
	Iteration 109Q: 3 clusters Score -2.011669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 155511 members 
Entering Unmasked Estep 
Score: -20116712.000000 Penalty: 5943.070801
	Iteration 110Q: 3 clusters Score -2.011671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 155543 members 
Entering Unmasked Estep 
Score: -20116690.000000 Penalty: 5943.070801
	Iteration 111Q: 3 clusters Score -2.011669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -20116690.000000 Penalty: 5943.070801
	Iteration 112Q: 3 clusters Score -2.011669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -20116716.000000 Penalty: 5943.070801
	Iteration 113Q: 3 clusters Score -2.011672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -20116694.000000 Penalty: 5943.070801
	Iteration 114Q: 3 clusters Score -2.011669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 155662 members 
Entering Unmasked Estep 
Score: -20116700.000000 Penalty: 5943.070801
	Iteration 115Q: 3 clusters Score -2.01167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -20116698.000000 Penalty: 5943.070801
	Iteration 116Q: 3 clusters Score -2.01167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -20116668.000000 Penalty: 5943.070801
	Iteration 117Q: 3 clusters Score -2.011667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -20116652.000000 Penalty: 5943.070801
	Iteration 118Q: 3 clusters Score -2.011665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -20116648.000000 Penalty: 5943.070801
	Iteration 119Q: 3 clusters Score -2.011665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -20116656.000000 Penalty: 5943.070801
	Iteration 120F: 3 clusters Score -2.011666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -20116654.000000 Penalty: 5943.070801
	Iteration 121Q: 3 clusters Score -2.011665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -20116646.000000 Penalty: 5943.070801
	Iteration 122Q: 3 clusters Score -2.011665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -20116652.000000 Penalty: 5943.070801
	Iteration 123Q: 3 clusters Score -2.011665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -20116642.000000 Penalty: 5943.070801
	Iteration 124Q: 3 clusters Score -2.011664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 155767 members 
Entering Unmasked Estep 
Score: -20116640.000000 Penalty: 5943.070801
	Iteration 125Q: 3 clusters Score -2.011664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 155776 members 
Entering Unmasked Estep 
Score: -20116626.000000 Penalty: 5943.070801
	Iteration 126Q: 3 clusters Score -2.011663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -20116628.000000 Penalty: 5943.070801
	Iteration 127Q: 3 clusters Score -2.011663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -20116634.000000 Penalty: 5943.070801
	Iteration 128Q: 3 clusters Score -2.011663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -20116626.000000 Penalty: 5943.070801
	Iteration 129Q: 3 clusters Score -2.011663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -20116636.000000 Penalty: 5943.070801
	Iteration 130Q: 3 clusters Score -2.011664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -20116624.000000 Penalty: 5943.070801
	Iteration 131Q: 3 clusters Score -2.011662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 155800 members 
Entering Unmasked Estep 
Score: -20116642.000000 Penalty: 5943.070801
	Iteration 132Q: 3 clusters Score -2.011664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -20116640.000000 Penalty: 5943.070801
	Iteration 133Q: 3 clusters Score -2.011664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -20116628.000000 Penalty: 5943.070801
	Iteration 134Q: 3 clusters Score -2.011663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -20116642.000000 Penalty: 5943.070801
	Iteration 135Q: 3 clusters Score -2.011664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -20116624.000000 Penalty: 5943.070801
	Iteration 136Q: 3 clusters Score -2.011662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -20116622.000000 Penalty: 5943.070801
	Iteration 137Q: 3 clusters Score -2.011662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -20116618.000000 Penalty: 5943.070801
	Iteration 138Q: 3 clusters Score -2.011662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -20116612.000000 Penalty: 5943.070801
	Iteration 139Q: 3 clusters Score -2.011661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -20116612.000000 Penalty: 5943.070801
	Iteration 140F: 3 clusters Score -2.011661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (162154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Entering Unmasked Estep 
Score: -20333074.000000 Penalty: 2975.082764
	Iteration 0F: 2 clusters Score -2.033307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -20225932.000000 Penalty: 5950.165527
	Iteration 0F: 3 clusters Score -2.022593e+07 nChanged 77598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -20271000.000000 Penalty: 5950.165527
	Iteration 1F: 3 clusters Score -2.0271e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -20272058.000000 Penalty: 5950.165527
	Iteration 2Q: 3 clusters Score -2.027206e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -20273652.000000 Penalty: 5950.165527
	Iteration 3Q: 3 clusters Score -2.027365e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -20276440.000000 Penalty: 5950.165527
	Iteration 4Q: 3 clusters Score -2.027644e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -20281832.000000 Penalty: 5950.165527
	Iteration 5F: 3 clusters Score -2.028183e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -20290962.000000 Penalty: 5950.165527
	Iteration 6F: 3 clusters Score -2.029096e+07 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -20304640.000000 Penalty: 5950.165527
	Iteration 7F: 3 clusters Score -2.030464e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133564 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -20318610.000000 Penalty: 5950.165527
	Iteration 8F: 3 clusters Score -2.031861e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -20326892.000000 Penalty: 5950.165527
	Iteration 9Q: 3 clusters Score -2.032689e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -20329360.000000 Penalty: 5950.165527
	Iteration 10Q: 3 clusters Score -2.032936e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140955 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -20330176.000000 Penalty: 5950.165527
	Iteration 11Q: 3 clusters Score -2.033018e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -20330824.000000 Penalty: 5950.165527
	Iteration 12Q: 3 clusters Score -2.033082e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -20331204.000000 Penalty: 5950.165527
	Iteration 13Q: 3 clusters Score -2.03312e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -20331490.000000 Penalty: 5950.165527
	Iteration 14Q: 3 clusters Score -2.033149e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -20331630.000000 Penalty: 5950.165527
	Iteration 15Q: 3 clusters Score -2.033163e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -20331766.000000 Penalty: 5950.165527
	Iteration 16Q: 3 clusters Score -2.033177e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -20331888.000000 Penalty: 5950.165527
	Iteration 17Q: 3 clusters Score -2.033189e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -20331988.000000 Penalty: 5950.165527
	Iteration 18Q: 3 clusters Score -2.033199e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -20331984.000000 Penalty: 5950.165527
	Iteration 19Q: 3 clusters Score -2.033198e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -20332170.000000 Penalty: 5950.165527
	Iteration 20F: 3 clusters Score -2.033217e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -20332222.000000 Penalty: 5950.165527
	Iteration 21Q: 3 clusters Score -2.033222e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -20332276.000000 Penalty: 5950.165527
	Iteration 22Q: 3 clusters Score -2.033228e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148579 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -20332356.000000 Penalty: 5950.165527
	Iteration 23Q: 3 clusters Score -2.033236e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -20332362.000000 Penalty: 5950.165527
	Iteration 24Q: 3 clusters Score -2.033236e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -20332370.000000 Penalty: 5950.165527
	Iteration 25Q: 3 clusters Score -2.033237e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -20332436.000000 Penalty: 5950.165527
	Iteration 26Q: 3 clusters Score -2.033244e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149888 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -20332520.000000 Penalty: 5950.165527
	Iteration 27Q: 3 clusters Score -2.033252e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150166 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -20332524.000000 Penalty: 5950.165527
	Iteration 28Q: 3 clusters Score -2.033252e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -20332522.000000 Penalty: 5950.165527
	Iteration 29Q: 3 clusters Score -2.033252e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -20332548.000000 Penalty: 5950.165527
	Iteration 30Q: 3 clusters Score -2.033255e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -20332556.000000 Penalty: 5950.165527
	Iteration 31Q: 3 clusters Score -2.033256e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -20332502.000000 Penalty: 5950.165527
	Iteration 32Q: 3 clusters Score -2.03325e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -20332446.000000 Penalty: 5950.165527
	Iteration 33Q: 3 clusters Score -2.033245e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -20332450.000000 Penalty: 5950.165527
	Iteration 34Q: 3 clusters Score -2.033245e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -20332506.000000 Penalty: 5950.165527
	Iteration 35Q: 3 clusters Score -2.033251e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -20332454.000000 Penalty: 5950.165527
	Iteration 36Q: 3 clusters Score -2.033245e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -20332466.000000 Penalty: 5950.165527
	Iteration 37Q: 3 clusters Score -2.033247e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -20332440.000000 Penalty: 5950.165527
	Iteration 38Q: 3 clusters Score -2.033244e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -20332414.000000 Penalty: 5950.165527
	Iteration 39Q: 3 clusters Score -2.033241e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -20332424.000000 Penalty: 5950.165527
	Iteration 40F: 3 clusters Score -2.033242e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -20332476.000000 Penalty: 5950.165527
	Iteration 41Q: 3 clusters Score -2.033248e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -20332472.000000 Penalty: 5950.165527
	Iteration 42Q: 3 clusters Score -2.033247e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -20332458.000000 Penalty: 5950.165527
	Iteration 43Q: 3 clusters Score -2.033246e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -20332450.000000 Penalty: 5950.165527
	Iteration 44Q: 3 clusters Score -2.033245e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -20332450.000000 Penalty: 5950.165527
	Iteration 45Q: 3 clusters Score -2.033245e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -20332452.000000 Penalty: 5950.165527
	Iteration 46Q: 3 clusters Score -2.033245e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153798 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -20332418.000000 Penalty: 5950.165527
	Iteration 47Q: 3 clusters Score -2.033242e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153926 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -20332460.000000 Penalty: 5950.165527
	Iteration 48Q: 3 clusters Score -2.033246e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154034 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -20332440.000000 Penalty: 5950.165527
	Iteration 49Q: 3 clusters Score -2.033244e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -20332382.000000 Penalty: 5950.165527
	Iteration 50Q: 3 clusters Score -2.033238e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154218 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -20332364.000000 Penalty: 5950.165527
	Iteration 51Q: 3 clusters Score -2.033236e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -20332334.000000 Penalty: 5950.165527
	Iteration 52Q: 3 clusters Score -2.033233e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154399 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -20332338.000000 Penalty: 5950.165527
	Iteration 53Q: 3 clusters Score -2.033234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -20332340.000000 Penalty: 5950.165527
	Iteration 54Q: 3 clusters Score -2.033234e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -20332306.000000 Penalty: 5950.165527
	Iteration 55Q: 3 clusters Score -2.033231e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -20332314.000000 Penalty: 5950.165527
	Iteration 56Q: 3 clusters Score -2.033231e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154795 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -20332312.000000 Penalty: 5950.165527
	Iteration 57Q: 3 clusters Score -2.033231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -20332288.000000 Penalty: 5950.165527
	Iteration 58Q: 3 clusters Score -2.033229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154926 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -20332250.000000 Penalty: 5950.165527
	Iteration 59Q: 3 clusters Score -2.033225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -20332260.000000 Penalty: 5950.165527
	Iteration 60F: 3 clusters Score -2.033226e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -20332242.000000 Penalty: 5950.165527
	Iteration 61Q: 3 clusters Score -2.033224e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -20332252.000000 Penalty: 5950.165527
	Iteration 62Q: 3 clusters Score -2.033225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -20332290.000000 Penalty: 5950.165527
	Iteration 63Q: 3 clusters Score -2.033229e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -20332292.000000 Penalty: 5950.165527
	Iteration 64Q: 3 clusters Score -2.033229e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -20332296.000000 Penalty: 5950.165527
	Iteration 65Q: 3 clusters Score -2.03323e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -20332322.000000 Penalty: 5950.165527
	Iteration 66Q: 3 clusters Score -2.033232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155370 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -20332324.000000 Penalty: 5950.165527
	Iteration 67Q: 3 clusters Score -2.033232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -20332308.000000 Penalty: 5950.165527
	Iteration 68Q: 3 clusters Score -2.033231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155472 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -20332288.000000 Penalty: 5950.165527
	Iteration 69Q: 3 clusters Score -2.033229e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -20332276.000000 Penalty: 5950.165527
	Iteration 70Q: 3 clusters Score -2.033228e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -20332284.000000 Penalty: 5950.165527
	Iteration 71Q: 3 clusters Score -2.033228e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155660 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -20332256.000000 Penalty: 5950.165527
	Iteration 72Q: 3 clusters Score -2.033226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -20332238.000000 Penalty: 5950.165527
	Iteration 73Q: 3 clusters Score -2.033224e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155819 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -20332266.000000 Penalty: 5950.165527
	Iteration 74Q: 3 clusters Score -2.033227e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155895 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -20332214.000000 Penalty: 5950.165527
	Iteration 75Q: 3 clusters Score -2.033221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -20332222.000000 Penalty: 5950.165527
	Iteration 76Q: 3 clusters Score -2.033222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -20332222.000000 Penalty: 5950.165527
	Iteration 77Q: 3 clusters Score -2.033222e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156086 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -20332196.000000 Penalty: 5950.165527
	Iteration 78Q: 3 clusters Score -2.03322e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156131 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -20332196.000000 Penalty: 5950.165527
	Iteration 79Q: 3 clusters Score -2.03322e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156178 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -20332174.000000 Penalty: 5950.165527
	Iteration 80F: 3 clusters Score -2.033217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -20332194.000000 Penalty: 5950.165527
	Iteration 81Q: 3 clusters Score -2.033219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -20332178.000000 Penalty: 5950.165527
	Iteration 82Q: 3 clusters Score -2.033218e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -20332162.000000 Penalty: 5950.165527
	Iteration 83Q: 3 clusters Score -2.033216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -20332172.000000 Penalty: 5950.165527
	Iteration 84Q: 3 clusters Score -2.033217e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -20332178.000000 Penalty: 5950.165527
	Iteration 85Q: 3 clusters Score -2.033218e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -20332204.000000 Penalty: 5950.165527
	Iteration 86Q: 3 clusters Score -2.03322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -20332214.000000 Penalty: 5950.165527
	Iteration 87Q: 3 clusters Score -2.033221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -20332268.000000 Penalty: 5950.165527
	Iteration 88Q: 3 clusters Score -2.033227e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156662 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -20332226.000000 Penalty: 5950.165527
	Iteration 89Q: 3 clusters Score -2.033223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -20332210.000000 Penalty: 5950.165527
	Iteration 90Q: 3 clusters Score -2.033221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156749 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -20332236.000000 Penalty: 5950.165527
	Iteration 91Q: 3 clusters Score -2.033224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -20332186.000000 Penalty: 5950.165527
	Iteration 92Q: 3 clusters Score -2.033219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156833 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -20332180.000000 Penalty: 5950.165527
	Iteration 93Q: 3 clusters Score -2.033218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -20332138.000000 Penalty: 5950.165527
	Iteration 94Q: 3 clusters Score -2.033214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -20332184.000000 Penalty: 5950.165527
	Iteration 95Q: 3 clusters Score -2.033218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -20332178.000000 Penalty: 5950.165527
	Iteration 96Q: 3 clusters Score -2.033218e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -20332180.000000 Penalty: 5950.165527
	Iteration 97Q: 3 clusters Score -2.033218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -20332200.000000 Penalty: 5950.165527
	Iteration 98Q: 3 clusters Score -2.03322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -20332190.000000 Penalty: 5950.165527
	Iteration 99Q: 3 clusters Score -2.033219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -20332186.000000 Penalty: 5950.165527
	Iteration 100F: 3 clusters Score -2.033219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -20332168.000000 Penalty: 5950.165527
	Iteration 101Q: 3 clusters Score -2.033217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -20332162.000000 Penalty: 5950.165527
	Iteration 102Q: 3 clusters Score -2.033216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20332164.000000 Penalty: 5950.165527
	Iteration 103Q: 3 clusters Score -2.033216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -20332148.000000 Penalty: 5950.165527
	Iteration 104Q: 3 clusters Score -2.033215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -20332134.000000 Penalty: 5950.165527
	Iteration 105Q: 3 clusters Score -2.033213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -20332130.000000 Penalty: 5950.165527
	Iteration 106Q: 3 clusters Score -2.033213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -20332130.000000 Penalty: 5950.165527
	Iteration 107Q: 3 clusters Score -2.033213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -20332132.000000 Penalty: 5950.165527
	Iteration 108Q: 3 clusters Score -2.033213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -20332122.000000 Penalty: 5950.165527
	Iteration 109Q: 3 clusters Score -2.033212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -20332116.000000 Penalty: 5950.165527
	Iteration 110Q: 3 clusters Score -2.033212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -20332138.000000 Penalty: 5950.165527
	Iteration 111Q: 3 clusters Score -2.033214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -20332106.000000 Penalty: 5950.165527
	Iteration 112Q: 3 clusters Score -2.033211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -20332094.000000 Penalty: 5950.165527
	Iteration 113Q: 3 clusters Score -2.033209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -20332102.000000 Penalty: 5950.165527
	Iteration 114Q: 3 clusters Score -2.03321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -20332102.000000 Penalty: 5950.165527
	Iteration 115Q: 3 clusters Score -2.03321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157582 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -20332090.000000 Penalty: 5950.165527
	Iteration 116Q: 3 clusters Score -2.033209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -20332106.000000 Penalty: 5950.165527
	Iteration 117Q: 3 clusters Score -2.033211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157619 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -20332102.000000 Penalty: 5950.165527
	Iteration 118Q: 3 clusters Score -2.03321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -20332092.000000 Penalty: 5950.165527
	Iteration 119Q: 3 clusters Score -2.033209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20332100.000000 Penalty: 5950.165527
	Iteration 120F: 3 clusters Score -2.03321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157683 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -20332090.000000 Penalty: 5950.165527
	Iteration 121Q: 3 clusters Score -2.033209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -20332082.000000 Penalty: 5950.165527
	Iteration 122Q: 3 clusters Score -2.033208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157715 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -20332088.000000 Penalty: 5950.165527
	Iteration 123Q: 3 clusters Score -2.033209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -20332074.000000 Penalty: 5950.165527
	Iteration 124Q: 3 clusters Score -2.033207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -20332082.000000 Penalty: 5950.165527
	Iteration 125Q: 3 clusters Score -2.033208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -20332068.000000 Penalty: 5950.165527
	Iteration 126Q: 3 clusters Score -2.033207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -20332072.000000 Penalty: 5950.165527
	Iteration 127Q: 3 clusters Score -2.033207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157803 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -20332096.000000 Penalty: 5950.165527
	Iteration 128Q: 3 clusters Score -2.03321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -20332088.000000 Penalty: 5950.165527
	Iteration 129Q: 3 clusters Score -2.033209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -20332080.000000 Penalty: 5950.165527
	Iteration 130Q: 3 clusters Score -2.033208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157847 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -20332090.000000 Penalty: 5950.165527
	Iteration 131Q: 3 clusters Score -2.033209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -20332080.000000 Penalty: 5950.165527
	Iteration 132Q: 3 clusters Score -2.033208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -20332084.000000 Penalty: 5950.165527
	Iteration 133Q: 3 clusters Score -2.033208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -20332086.000000 Penalty: 5950.165527
	Iteration 134Q: 3 clusters Score -2.033209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -20332098.000000 Penalty: 5950.165527
	Iteration 135Q: 3 clusters Score -2.03321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157870 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -20332110.000000 Penalty: 5950.165527
	Iteration 136Q: 3 clusters Score -2.033211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157876 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -20332108.000000 Penalty: 5950.165527
	Iteration 137Q: 3 clusters Score -2.033211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -20332100.000000 Penalty: 5950.165527
	Iteration 138Q: 3 clusters Score -2.03321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157883 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -20332102.000000 Penalty: 5950.165527
	Iteration 139Q: 3 clusters Score -2.03321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157888 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -20332088.000000 Penalty: 5950.165527
	Iteration 140F: 3 clusters Score -2.033209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20332096.000000 Penalty: 5950.165527
	Iteration 141Q: 3 clusters Score -2.03321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -20332104.000000 Penalty: 5950.165527
	Iteration 142Q: 3 clusters Score -2.03321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -20332098.000000 Penalty: 5950.165527
	Iteration 143Q: 3 clusters Score -2.03321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -20332098.000000 Penalty: 5950.165527
	Iteration 144F: 3 clusters Score -2.03321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -180378.640625 Penalty: 1820.527222
	Iteration 0F: 2 clusters Score -180378.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -178080.890625 Penalty: 3641.054443
	Iteration 0F: 3 clusters Score -178080.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178564.656250 Penalty: 3641.054443
	Iteration 1F: 3 clusters Score -178564.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178879.953125 Penalty: 3641.054443
	Iteration 2F: 3 clusters Score -178880 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -179184.906250 Penalty: 3641.054443
	Iteration 3F: 3 clusters Score -179184.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -179514.203125 Penalty: 3641.054443
	Iteration 4F: 3 clusters Score -179514.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -179929.109375 Penalty: 3641.054443
	Iteration 5F: 3 clusters Score -179929.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -180124.796875 Penalty: 3641.054443
	Iteration 6F: 3 clusters Score -180124.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -180225.296875 Penalty: 3641.054443
	Iteration 7Q: 3 clusters Score -180225.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -180329.500000 Penalty: 3641.054443
	Iteration 8Q: 3 clusters Score -180329.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -180435.359375 Penalty: 3641.054443
	Iteration 9Q: 3 clusters Score -180435.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -180537.984375 Penalty: 3641.054443
	Iteration 10Q: 3 clusters Score -180538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -180614.296875 Penalty: 3641.054443
	Iteration 11Q: 3 clusters Score -180614.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180653.015625 Penalty: 3641.054443
	Iteration 12Q: 3 clusters Score -180653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180687.906250 Penalty: 3641.054443
	Iteration 13Q: 3 clusters Score -180687.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -180708.875000 Penalty: 3641.054443
	Iteration 14Q: 3 clusters Score -180708.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180743.437500 Penalty: 3641.054443
	Iteration 15Q: 3 clusters Score -180743.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180781.937500 Penalty: 3641.054443
	Iteration 16Q: 3 clusters Score -180781.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180821.562500 Penalty: 3641.054443
	Iteration 17Q: 3 clusters Score -180821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180852.906250 Penalty: 3641.054443
	Iteration 18Q: 3 clusters Score -180852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180859.750000 Penalty: 3641.054443
	Iteration 19Q: 3 clusters Score -180859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180870.578125 Penalty: 3641.054443
	Iteration 20F: 3 clusters Score -180870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180879.734375 Penalty: 3641.054443
	Iteration 21Q: 3 clusters Score -180879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180884.437500 Penalty: 3641.054443
	Iteration 22Q: 3 clusters Score -180884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -180889.500000 Penalty: 3641.054443
	Iteration 23Q: 3 clusters Score -180889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -180893.203125 Penalty: 3641.054443
	Iteration 24Q: 3 clusters Score -180893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -180898.187500 Penalty: 3641.054443
	Iteration 25Q: 3 clusters Score -180898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -180906.015625 Penalty: 3641.054443
	Iteration 26Q: 3 clusters Score -180906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -180912.812500 Penalty: 3641.054443
	Iteration 27Q: 3 clusters Score -180912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -180921.312500 Penalty: 3641.054443
	Iteration 28Q: 3 clusters Score -180921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180930.218750 Penalty: 3641.054443
	Iteration 29Q: 3 clusters Score -180930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180940.250000 Penalty: 3641.054443
	Iteration 30Q: 3 clusters Score -180940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180944.906250 Penalty: 3641.054443
	Iteration 31Q: 3 clusters Score -180944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -180951.968750 Penalty: 3641.054443
	Iteration 32Q: 3 clusters Score -180952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -180965.406250 Penalty: 3641.054443
	Iteration 33Q: 3 clusters Score -180965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181001.953125 Penalty: 3641.054443
	Iteration 34Q: 3 clusters Score -181002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -181105.828125 Penalty: 3641.054443
	Iteration 35Q: 3 clusters Score -181105.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -181396.468750 Penalty: 3641.054443
	Iteration 36Q: 3 clusters Score -181396.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -181490.140625 Penalty: 3641.054443
	Iteration 37Q: 3 clusters Score -181490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -181508.953125 Penalty: 3641.054443
	Iteration 38Q: 3 clusters Score -181509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -181508.953125 Penalty: 3641.054443
	Iteration 39F: 3 clusters Score -181509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 154614 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 159851 members 
Mstep: Class 6 contains 162154 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 15 contains 171483 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 53433 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 29176 members 
Mstep: Class 23 contains 3968 members 
Entering Unmasked Estep 
Score: -105716920.000000 Penalty: 64371.320312
Splitting cluster 7 changes total score from -105716712.000000 to -105716920.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 8 (85156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Entering Unmasked Estep 
Score: -10407171.000000 Penalty: 2815.355713
	Iteration 0F: 2 clusters Score -1.040717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -10350142.000000 Penalty: 5630.711426
	Iteration 0F: 3 clusters Score -1.035014e+07 nChanged 39966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -10372833.000000 Penalty: 5630.711426
	Iteration 1F: 3 clusters Score -1.037283e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -10373336.000000 Penalty: 5630.711426
	Iteration 2Q: 3 clusters Score -1.037334e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -10373776.000000 Penalty: 5630.711426
	Iteration 3Q: 3 clusters Score -1.037378e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -10374358.000000 Penalty: 5630.711426
	Iteration 4Q: 3 clusters Score -1.037436e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -10375097.000000 Penalty: 5630.711426
	Iteration 5Q: 3 clusters Score -1.03751e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -10376170.000000 Penalty: 5630.711426
	Iteration 6Q: 3 clusters Score -1.037617e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -10378269.000000 Penalty: 5630.711426
	Iteration 7Q: 3 clusters Score -1.037827e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -10382034.000000 Penalty: 5630.711426
	Iteration 8F: 3 clusters Score -1.038203e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -10388270.000000 Penalty: 5630.711426
	Iteration 9F: 3 clusters Score -1.038827e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -10395574.000000 Penalty: 5630.711426
	Iteration 10F: 3 clusters Score -1.039557e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -10400968.000000 Penalty: 5630.711426
	Iteration 11F: 3 clusters Score -1.040097e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10403432.000000 Penalty: 5630.711426
	Iteration 12Q: 3 clusters Score -1.040343e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10404186.000000 Penalty: 5630.711426
	Iteration 13Q: 3 clusters Score -1.040419e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10404408.000000 Penalty: 5630.711426
	Iteration 14Q: 3 clusters Score -1.040441e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10404490.000000 Penalty: 5630.711426
	Iteration 15Q: 3 clusters Score -1.040449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10404533.000000 Penalty: 5630.711426
	Iteration 16Q: 3 clusters Score -1.040453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10404565.000000 Penalty: 5630.711426
	Iteration 17Q: 3 clusters Score -1.040456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10404586.000000 Penalty: 5630.711426
	Iteration 18Q: 3 clusters Score -1.040459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10404584.000000 Penalty: 5630.711426
	Iteration 19Q: 3 clusters Score -1.040458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10404596.000000 Penalty: 5630.711426
	Iteration 20F: 3 clusters Score -1.04046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -101410.992188 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -101411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99587.195312 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -99587.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100233.742188 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -100233.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101094.421875 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -101094.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -102315.929688 Penalty: 3408.575439
	Iteration 3F: 3 clusters Score -102315.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -102779.718750 Penalty: 3408.575439
	Iteration 4F: 3 clusters Score -102779.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -103074.335938 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -103074.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -103183.140625 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -103183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103244.500000 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -103244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103288.828125 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -103288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -103357.125000 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -103357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -103486.625000 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -103486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -103730.085938 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -103730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103902.898438 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -103902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103919.125000 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -103919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103919.125000 Penalty: 3408.575439
	Iteration 14F: 3 clusters Score -103919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 154614 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 159851 members 
Mstep: Class 6 contains 162154 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 15 contains 171483 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 53433 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 29176 members 
Mstep: Class 23 contains 3968 members 
Entering Unmasked Estep 
Score: -105717640.000000 Penalty: 67759.281250
Splitting cluster 9 changes total score from -105716712.000000 to -105717640.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (9822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Entering Unmasked Estep 
Score: -1173146.875000 Penalty: 2279.710205
	Iteration 0F: 2 clusters Score -1173147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1165548.625000 Penalty: 4559.420410
	Iteration 0F: 3 clusters Score -1165549 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1167759.625000 Penalty: 4559.420410
	Iteration 1F: 3 clusters Score -1167760 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1168089.000000 Penalty: 4559.420410
	Iteration 2F: 3 clusters Score -1168089 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1168382.875000 Penalty: 4559.420410
	Iteration 3Q: 3 clusters Score -1168383 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1168736.500000 Penalty: 4559.420410
	Iteration 4Q: 3 clusters Score -1168736 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1169141.000000 Penalty: 4559.420410
	Iteration 5Q: 3 clusters Score -1169141 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1169492.125000 Penalty: 4559.420410
	Iteration 6Q: 3 clusters Score -1169492 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1169788.000000 Penalty: 4559.420410
	Iteration 7Q: 3 clusters Score -1169788 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1170027.250000 Penalty: 4559.420410
	Iteration 8Q: 3 clusters Score -1170027 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1170206.750000 Penalty: 4559.420410
	Iteration 9Q: 3 clusters Score -1170207 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1170351.625000 Penalty: 4559.420410
	Iteration 10Q: 3 clusters Score -1170352 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1170471.875000 Penalty: 4559.420410
	Iteration 11Q: 3 clusters Score -1170472 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1170588.875000 Penalty: 4559.420410
	Iteration 12Q: 3 clusters Score -1170589 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1170702.000000 Penalty: 4559.420410
	Iteration 13Q: 3 clusters Score -1170702 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1170803.375000 Penalty: 4559.420410
	Iteration 14Q: 3 clusters Score -1170803 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1170898.125000 Penalty: 4559.420410
	Iteration 15Q: 3 clusters Score -1170898 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1170972.125000 Penalty: 4559.420410
	Iteration 16Q: 3 clusters Score -1170972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1171037.125000 Penalty: 4559.420410
	Iteration 17Q: 3 clusters Score -1171037 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1171102.250000 Penalty: 4559.420410
	Iteration 18Q: 3 clusters Score -1171102 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1171162.875000 Penalty: 4559.420410
	Iteration 19Q: 3 clusters Score -1171163 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1171202.750000 Penalty: 4559.420410
	Iteration 20F: 3 clusters Score -1171203 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1171251.625000 Penalty: 4559.420410
	Iteration 21Q: 3 clusters Score -1171252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1171291.750000 Penalty: 4559.420410
	Iteration 22Q: 3 clusters Score -1171292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1171331.125000 Penalty: 4559.420410
	Iteration 23Q: 3 clusters Score -1171331 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1171370.375000 Penalty: 4559.420410
	Iteration 24Q: 3 clusters Score -1171370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1171408.500000 Penalty: 4559.420410
	Iteration 25Q: 3 clusters Score -1171408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1171436.375000 Penalty: 4559.420410
	Iteration 26Q: 3 clusters Score -1171436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1171464.875000 Penalty: 4559.420410
	Iteration 27Q: 3 clusters Score -1171465 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1171492.250000 Penalty: 4559.420410
	Iteration 28Q: 3 clusters Score -1171492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1171528.125000 Penalty: 4559.420410
	Iteration 29Q: 3 clusters Score -1171528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1171562.250000 Penalty: 4559.420410
	Iteration 30Q: 3 clusters Score -1171562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1171593.500000 Penalty: 4559.420410
	Iteration 31Q: 3 clusters Score -1171594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1171618.875000 Penalty: 4559.420410
	Iteration 32Q: 3 clusters Score -1171619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1171644.750000 Penalty: 4559.420410
	Iteration 33Q: 3 clusters Score -1171645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1171671.250000 Penalty: 4559.420410
	Iteration 34Q: 3 clusters Score -1171671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1171700.000000 Penalty: 4559.420410
	Iteration 35Q: 3 clusters Score -1171700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1171730.750000 Penalty: 4559.420410
	Iteration 36Q: 3 clusters Score -1171731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1171766.375000 Penalty: 4559.420410
	Iteration 37Q: 3 clusters Score -1171766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1171790.250000 Penalty: 4559.420410
	Iteration 38Q: 3 clusters Score -1171790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1171813.500000 Penalty: 4559.420410
	Iteration 39Q: 3 clusters Score -1171814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1171836.000000 Penalty: 4559.420410
	Iteration 40F: 3 clusters Score -1171836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1171861.500000 Penalty: 4559.420410
	Iteration 41Q: 3 clusters Score -1171862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1171887.625000 Penalty: 4559.420410
	Iteration 42Q: 3 clusters Score -1171888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1171916.750000 Penalty: 4559.420410
	Iteration 43Q: 3 clusters Score -1171917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1171947.500000 Penalty: 4559.420410
	Iteration 44Q: 3 clusters Score -1171948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1171974.750000 Penalty: 4559.420410
	Iteration 45Q: 3 clusters Score -1171975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1172001.250000 Penalty: 4559.420410
	Iteration 46Q: 3 clusters Score -1172001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1172025.625000 Penalty: 4559.420410
	Iteration 47Q: 3 clusters Score -1172026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1172055.750000 Penalty: 4559.420410
	Iteration 48Q: 3 clusters Score -1172056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1172101.625000 Penalty: 4559.420410
	Iteration 49Q: 3 clusters Score -1172102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1172144.250000 Penalty: 4559.420410
	Iteration 50Q: 3 clusters Score -1172144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1172179.875000 Penalty: 4559.420410
	Iteration 51Q: 3 clusters Score -1172180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1172194.375000 Penalty: 4559.420410
	Iteration 52Q: 3 clusters Score -1172194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1172204.625000 Penalty: 4559.420410
	Iteration 53Q: 3 clusters Score -1172205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1172216.125000 Penalty: 4559.420410
	Iteration 54Q: 3 clusters Score -1172216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1172219.250000 Penalty: 4559.420410
	Iteration 55Q: 3 clusters Score -1172219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1172225.500000 Penalty: 4559.420410
	Iteration 56Q: 3 clusters Score -1172226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1172226.500000 Penalty: 4559.420410
	Iteration 57Q: 3 clusters Score -1172226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1172231.250000 Penalty: 4559.420410
	Iteration 58Q: 3 clusters Score -1172231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1172242.000000 Penalty: 4559.420410
	Iteration 59Q: 3 clusters Score -1172242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1172246.625000 Penalty: 4559.420410
	Iteration 60F: 3 clusters Score -1172247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1172253.250000 Penalty: 4559.420410
	Iteration 61Q: 3 clusters Score -1172253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1172253.750000 Penalty: 4559.420410
	Iteration 62Q: 3 clusters Score -1172254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1172255.375000 Penalty: 4559.420410
	Iteration 63Q: 3 clusters Score -1172255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1172253.875000 Penalty: 4559.420410
	Iteration 64Q: 3 clusters Score -1172254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1172256.250000 Penalty: 4559.420410
	Iteration 65Q: 3 clusters Score -1172256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1172257.375000 Penalty: 4559.420410
	Iteration 66Q: 3 clusters Score -1172257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1172258.500000 Penalty: 4559.420410
	Iteration 67Q: 3 clusters Score -1172258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1172259.625000 Penalty: 4559.420410
	Iteration 68Q: 3 clusters Score -1172260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1172258.625000 Penalty: 4559.420410
	Iteration 69Q: 3 clusters Score -1172259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1172260.750000 Penalty: 4559.420410
	Iteration 70Q: 3 clusters Score -1172261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1172261.000000 Penalty: 4559.420410
	Iteration 71Q: 3 clusters Score -1172261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1172262.500000 Penalty: 4559.420410
	Iteration 72Q: 3 clusters Score -1172262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1172262.500000 Penalty: 4559.420410
	Iteration 73F: 3 clusters Score -1172262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171483 members 
Entering Unmasked Estep 
Score: -21548754.000000 Penalty: 2988.955322
	Iteration 0F: 2 clusters Score -2.154875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -21436716.000000 Penalty: 5977.910645
	Iteration 0F: 3 clusters Score -2.143672e+07 nChanged 81895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -21484682.000000 Penalty: 5977.910645
	Iteration 1F: 3 clusters Score -2.148468e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -21486268.000000 Penalty: 5977.910645
	Iteration 2Q: 3 clusters Score -2.148627e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -21488654.000000 Penalty: 5977.910645
	Iteration 3Q: 3 clusters Score -2.148865e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -21492838.000000 Penalty: 5977.910645
	Iteration 4Q: 3 clusters Score -2.149284e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 111288 members 
Entering Unmasked Estep 
Score: -21498840.000000 Penalty: 5977.910645
	Iteration 5F: 3 clusters Score -2.149884e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 120991 members 
Entering Unmasked Estep 
Score: -21507212.000000 Penalty: 5977.910645
	Iteration 6F: 3 clusters Score -2.150721e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -21517034.000000 Penalty: 5977.910645
	Iteration 7F: 3 clusters Score -2.151703e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 141421 members 
Entering Unmasked Estep 
Score: -21526198.000000 Penalty: 5977.910645
	Iteration 8F: 3 clusters Score -2.15262e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -21532970.000000 Penalty: 5977.910645
	Iteration 9F: 3 clusters Score -2.153297e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -21537772.000000 Penalty: 5977.910645
	Iteration 10Q: 3 clusters Score -2.153777e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 160389 members 
Entering Unmasked Estep 
Score: -21540828.000000 Penalty: 5977.910645
	Iteration 11Q: 3 clusters Score -2.154083e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -21542832.000000 Penalty: 5977.910645
	Iteration 12Q: 3 clusters Score -2.154283e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 165884 members 
Entering Unmasked Estep 
Score: -21544094.000000 Penalty: 5977.910645
	Iteration 13Q: 3 clusters Score -2.154409e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 167415 members 
Entering Unmasked Estep 
Score: -21544860.000000 Penalty: 5977.910645
	Iteration 14Q: 3 clusters Score -2.154486e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 168472 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5977.910645
	Iteration 15Q: 3 clusters Score -2.154525e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -21545566.000000 Penalty: 5977.910645
	Iteration 16Q: 3 clusters Score -2.154557e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 169622 members 
Entering Unmasked Estep 
Score: -21545718.000000 Penalty: 5977.910645
	Iteration 17Q: 3 clusters Score -2.154572e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -21545878.000000 Penalty: 5977.910645
	Iteration 18Q: 3 clusters Score -2.154588e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -21545964.000000 Penalty: 5977.910645
	Iteration 19Q: 3 clusters Score -2.154596e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -21546026.000000 Penalty: 5977.910645
	Iteration 20F: 3 clusters Score -2.154603e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -21546088.000000 Penalty: 5977.910645
	Iteration 21Q: 3 clusters Score -2.154609e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -21546132.000000 Penalty: 5977.910645
	Iteration 22Q: 3 clusters Score -2.154613e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 170513 members 
Entering Unmasked Estep 
Score: -21546202.000000 Penalty: 5977.910645
	Iteration 23Q: 3 clusters Score -2.15462e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -21546226.000000 Penalty: 5977.910645
	Iteration 24Q: 3 clusters Score -2.154623e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 170616 members 
Entering Unmasked Estep 
Score: -21546278.000000 Penalty: 5977.910645
	Iteration 25Q: 3 clusters Score -2.154628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 170652 members 
Entering Unmasked Estep 
Score: -21546298.000000 Penalty: 5977.910645
	Iteration 26Q: 3 clusters Score -2.15463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -21546314.000000 Penalty: 5977.910645
	Iteration 27Q: 3 clusters Score -2.154631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -21546334.000000 Penalty: 5977.910645
	Iteration 28Q: 3 clusters Score -2.154633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -21546340.000000 Penalty: 5977.910645
	Iteration 29Q: 3 clusters Score -2.154634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 170710 members 
Entering Unmasked Estep 
Score: -21546354.000000 Penalty: 5977.910645
	Iteration 30Q: 3 clusters Score -2.154635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 170726 members 
Entering Unmasked Estep 
Score: -21546360.000000 Penalty: 5977.910645
	Iteration 31Q: 3 clusters Score -2.154636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 170735 members 
Entering Unmasked Estep 
Score: -21546358.000000 Penalty: 5977.910645
	Iteration 32Q: 3 clusters Score -2.154636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -21546366.000000 Penalty: 5977.910645
	Iteration 33Q: 3 clusters Score -2.154637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -21546358.000000 Penalty: 5977.910645
	Iteration 34Q: 3 clusters Score -2.154636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -21546372.000000 Penalty: 5977.910645
	Iteration 35Q: 3 clusters Score -2.154637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -21546382.000000 Penalty: 5977.910645
	Iteration 36Q: 3 clusters Score -2.154638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -21546386.000000 Penalty: 5977.910645
	Iteration 37Q: 3 clusters Score -2.154639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -21546382.000000 Penalty: 5977.910645
	Iteration 38Q: 3 clusters Score -2.154638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 170756 members 
Entering Unmasked Estep 
Score: -21546380.000000 Penalty: 5977.910645
	Iteration 39Q: 3 clusters Score -2.154638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 170757 members 
Entering Unmasked Estep 
Score: -21546364.000000 Penalty: 5977.910645
	Iteration 40F: 3 clusters Score -2.154636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 170756 members 
Entering Unmasked Estep 
Score: -21546378.000000 Penalty: 5977.910645
	Iteration 41Q: 3 clusters Score -2.154638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 170755 members 
Entering Unmasked Estep 
Score: -21546376.000000 Penalty: 5977.910645
	Iteration 42Q: 3 clusters Score -2.154638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -21546380.000000 Penalty: 5977.910645
	Iteration 43Q: 3 clusters Score -2.154638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -21546380.000000 Penalty: 5977.910645
	Iteration 44F: 3 clusters Score -2.154638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -1961631.125000 Penalty: 2390.988770
	Iteration 0F: 2 clusters Score -1961631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1950489.125000 Penalty: 4781.977539
	Iteration 0F: 3 clusters Score -1950489 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1954107.375000 Penalty: 4781.977539
	Iteration 1F: 3 clusters Score -1954107 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1954637.375000 Penalty: 4781.977539
	Iteration 2F: 3 clusters Score -1954637 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1955178.125000 Penalty: 4781.977539
	Iteration 3F: 3 clusters Score -1955178 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1955686.875000 Penalty: 4781.977539
	Iteration 4F: 3 clusters Score -1955687 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1956173.250000 Penalty: 4781.977539
	Iteration 5F: 3 clusters Score -1956173 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1956712.250000 Penalty: 4781.977539
	Iteration 6F: 3 clusters Score -1956712 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1957287.375000 Penalty: 4781.977539
	Iteration 7F: 3 clusters Score -1957287 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1957840.500000 Penalty: 4781.977539
	Iteration 8F: 3 clusters Score -1957840 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1958371.875000 Penalty: 4781.977539
	Iteration 9Q: 3 clusters Score -1958372 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1958825.250000 Penalty: 4781.977539
	Iteration 10Q: 3 clusters Score -1958825 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1959183.500000 Penalty: 4781.977539
	Iteration 11Q: 3 clusters Score -1959184 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1959463.250000 Penalty: 4781.977539
	Iteration 12Q: 3 clusters Score -1959463 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1959690.000000 Penalty: 4781.977539
	Iteration 13Q: 3 clusters Score -1959690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1959832.625000 Penalty: 4781.977539
	Iteration 14Q: 3 clusters Score -1959833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1959926.125000 Penalty: 4781.977539
	Iteration 15Q: 3 clusters Score -1959926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1959993.625000 Penalty: 4781.977539
	Iteration 16Q: 3 clusters Score -1959994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1960038.125000 Penalty: 4781.977539
	Iteration 17Q: 3 clusters Score -1960038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1960079.750000 Penalty: 4781.977539
	Iteration 18Q: 3 clusters Score -1960080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1960096.500000 Penalty: 4781.977539
	Iteration 19Q: 3 clusters Score -1960096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1960117.875000 Penalty: 4781.977539
	Iteration 20F: 3 clusters Score -1960118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1960138.250000 Penalty: 4781.977539
	Iteration 21Q: 3 clusters Score -1960138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1960167.875000 Penalty: 4781.977539
	Iteration 22Q: 3 clusters Score -1960168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1960187.375000 Penalty: 4781.977539
	Iteration 23Q: 3 clusters Score -1960187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1960209.625000 Penalty: 4781.977539
	Iteration 24Q: 3 clusters Score -1960210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1960221.250000 Penalty: 4781.977539
	Iteration 25Q: 3 clusters Score -1960221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1960230.500000 Penalty: 4781.977539
	Iteration 26Q: 3 clusters Score -1960230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1960251.000000 Penalty: 4781.977539
	Iteration 27Q: 3 clusters Score -1960251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1960269.500000 Penalty: 4781.977539
	Iteration 28Q: 3 clusters Score -1960270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1960287.000000 Penalty: 4781.977539
	Iteration 29Q: 3 clusters Score -1960287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1960305.125000 Penalty: 4781.977539
	Iteration 30Q: 3 clusters Score -1960305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1960314.125000 Penalty: 4781.977539
	Iteration 31Q: 3 clusters Score -1960314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1960323.375000 Penalty: 4781.977539
	Iteration 32Q: 3 clusters Score -1960323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1960335.500000 Penalty: 4781.977539
	Iteration 33Q: 3 clusters Score -1960336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1960346.000000 Penalty: 4781.977539
	Iteration 34Q: 3 clusters Score -1960346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1960352.500000 Penalty: 4781.977539
	Iteration 35Q: 3 clusters Score -1960352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1960357.625000 Penalty: 4781.977539
	Iteration 36Q: 3 clusters Score -1960358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1960361.375000 Penalty: 4781.977539
	Iteration 37Q: 3 clusters Score -1960361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1960364.750000 Penalty: 4781.977539
	Iteration 38Q: 3 clusters Score -1960365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1960368.750000 Penalty: 4781.977539
	Iteration 39Q: 3 clusters Score -1960369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1960370.125000 Penalty: 4781.977539
	Iteration 40F: 3 clusters Score -1960370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1960371.250000 Penalty: 4781.977539
	Iteration 41Q: 3 clusters Score -1960371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1960372.250000 Penalty: 4781.977539
	Iteration 42Q: 3 clusters Score -1960372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1960374.125000 Penalty: 4781.977539
	Iteration 43Q: 3 clusters Score -1960374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1960375.750000 Penalty: 4781.977539
	Iteration 44Q: 3 clusters Score -1960376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1960380.250000 Penalty: 4781.977539
	Iteration 45Q: 3 clusters Score -1960380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1960384.375000 Penalty: 4781.977539
	Iteration 46Q: 3 clusters Score -1960384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1960386.625000 Penalty: 4781.977539
	Iteration 47Q: 3 clusters Score -1960387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1960383.750000 Penalty: 4781.977539
	Iteration 48Q: 3 clusters Score -1960384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1960383.750000 Penalty: 4781.977539
	Iteration 49F: 3 clusters Score -1960384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -32212.355469 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -32212.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30976.849609 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -30976.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31081.001953 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -31081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31133.740234 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -31133.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31151.703125 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -31151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31180.083984 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -31180.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31194.792969 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -31194.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31201.115234 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -31201.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31201.115234 Penalty: 2848.529785
	Iteration 7F: 3 clusters Score -31201.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -149551.453125 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -149551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147671.468750 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -147671.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -149929.390625 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -149929.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -151215.234375 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -151215.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151552.718750 Penalty: 3626.364258
	Iteration 3F: 3 clusters Score -151552.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -151733.562500 Penalty: 3626.364258
	Iteration 4Q: 3 clusters Score -151733.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -151838.578125 Penalty: 3626.364258
	Iteration 5Q: 3 clusters Score -151838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -151876.500000 Penalty: 3626.364258
	Iteration 6Q: 3 clusters Score -151876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -151882.484375 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -151882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -151884.171875 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -151884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -151887.937500 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -151887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -151889.000000 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -151889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -151889.000000 Penalty: 3626.364258
	Iteration 11F: 3 clusters Score -151889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 154614 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 159851 members 
Mstep: Class 6 contains 162154 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 15 contains 171483 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 53433 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 29176 members 
Mstep: Class 23 contains 3968 members 
Entering Unmasked Estep 
Score: -105718448.000000 Penalty: 71147.250000
Splitting cluster 19 changes total score from -105716712.000000 to -105718448.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 20 (53433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Entering Unmasked Estep 
Score: -6813446.000000 Penalty: 2699.773682
	Iteration 0F: 2 clusters Score -6813446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -6777588.000000 Penalty: 5399.547363
	Iteration 0F: 3 clusters Score -6777588 nChanged 24559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -6791178.000000 Penalty: 5399.547363
	Iteration 1F: 3 clusters Score -6791178 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -6791732.000000 Penalty: 5399.547363
	Iteration 2Q: 3 clusters Score -6791732 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -6792266.000000 Penalty: 5399.547363
	Iteration 3Q: 3 clusters Score -6792266 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -6792978.000000 Penalty: 5399.547363
	Iteration 4Q: 3 clusters Score -6792978 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6793977.500000 Penalty: 5399.547363
	Iteration 5Q: 3 clusters Score -6793978 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -6795547.500000 Penalty: 5399.547363
	Iteration 6F: 3 clusters Score -6795548 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6798138.500000 Penalty: 5399.547363
	Iteration 7F: 3 clusters Score -6798138 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -6801962.000000 Penalty: 5399.547363
	Iteration 8F: 3 clusters Score -6801962 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6805958.000000 Penalty: 5399.547363
	Iteration 9F: 3 clusters Score -6805958 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6808824.500000 Penalty: 5399.547363
	Iteration 10F: 3 clusters Score -6808824 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -6810146.000000 Penalty: 5399.547363
	Iteration 11Q: 3 clusters Score -6810146 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6810665.000000 Penalty: 5399.547363
	Iteration 12Q: 3 clusters Score -6810665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -6810829.000000 Penalty: 5399.547363
	Iteration 13Q: 3 clusters Score -6810829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -6810926.000000 Penalty: 5399.547363
	Iteration 14Q: 3 clusters Score -6810926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -6810954.000000 Penalty: 5399.547363
	Iteration 15Q: 3 clusters Score -6810954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -6810983.000000 Penalty: 5399.547363
	Iteration 16Q: 3 clusters Score -6810983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -6811001.000000 Penalty: 5399.547363
	Iteration 17Q: 3 clusters Score -6811001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -6811015.000000 Penalty: 5399.547363
	Iteration 18Q: 3 clusters Score -6811015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -6811026.500000 Penalty: 5399.547363
	Iteration 19Q: 3 clusters Score -6811026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -6811033.500000 Penalty: 5399.547363
	Iteration 20F: 3 clusters Score -6811034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -6811031.500000 Penalty: 5399.547363
	Iteration 21Q: 3 clusters Score -6811032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -6811040.000000 Penalty: 5399.547363
	Iteration 22Q: 3 clusters Score -6811040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -6811040.000000 Penalty: 5399.547363
	Iteration 23F: 3 clusters Score -6811040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -212890.703125 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -212890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -210504.875000 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -210504.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -211147.156250 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -211147.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -211430.109375 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -211430.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -211566.031250 Penalty: 3728.959717
	Iteration 3F: 3 clusters Score -211566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -211643.781250 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -211643.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -211707.203125 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -211707.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -211764.125000 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -211764.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -211849.875000 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -211849.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -211946.171875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -211946.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -212036.703125 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -212036.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -212104.343750 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -212104.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -212157.062500 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -212157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -212193.875000 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -212193.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212228.656250 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -212228.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -212246.718750 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -212246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -212260.937500 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -212260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -212277.968750 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -212278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -212297.015625 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -212297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -212315.375000 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -212315.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212363.046875 Penalty: 3728.959717
	Iteration 19Q: 3 clusters Score -212363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -212388.859375 Penalty: 3728.959717
	Iteration 20F: 3 clusters Score -212388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -212403.125000 Penalty: 3728.959717
	Iteration 21Q: 3 clusters Score -212403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -212415.500000 Penalty: 3728.959717
	Iteration 22Q: 3 clusters Score -212415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -212419.796875 Penalty: 3728.959717
	Iteration 23Q: 3 clusters Score -212419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -212419.796875 Penalty: 3728.959717
	Iteration 24F: 3 clusters Score -212419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Entering Unmasked Estep 
Score: -3705678.250000 Penalty: 2549.713379
	Iteration 0F: 2 clusters Score -3705678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3685714.500000 Penalty: 5099.426758
	Iteration 0F: 3 clusters Score -3685714 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3692689.500000 Penalty: 5099.426758
	Iteration 1F: 3 clusters Score -3692690 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3693196.250000 Penalty: 5099.426758
	Iteration 2Q: 3 clusters Score -3693196 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3693717.250000 Penalty: 5099.426758
	Iteration 3Q: 3 clusters Score -3693717 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3694352.750000 Penalty: 5099.426758
	Iteration 4Q: 3 clusters Score -3694353 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3695180.000000 Penalty: 5099.426758
	Iteration 5F: 3 clusters Score -3695180 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3696220.250000 Penalty: 5099.426758
	Iteration 6F: 3 clusters Score -3696220 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3697537.500000 Penalty: 5099.426758
	Iteration 7F: 3 clusters Score -3697538 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3698986.500000 Penalty: 5099.426758
	Iteration 8F: 3 clusters Score -3698986 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3700107.500000 Penalty: 5099.426758
	Iteration 9F: 3 clusters Score -3700108 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3700759.750000 Penalty: 5099.426758
	Iteration 10Q: 3 clusters Score -3700760 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3701149.500000 Penalty: 5099.426758
	Iteration 11Q: 3 clusters Score -3701150 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3701403.250000 Penalty: 5099.426758
	Iteration 12Q: 3 clusters Score -3701403 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3701609.000000 Penalty: 5099.426758
	Iteration 13Q: 3 clusters Score -3701609 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3701833.500000 Penalty: 5099.426758
	Iteration 14Q: 3 clusters Score -3701834 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3702010.000000 Penalty: 5099.426758
	Iteration 15Q: 3 clusters Score -3702010 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3702140.250000 Penalty: 5099.426758
	Iteration 16Q: 3 clusters Score -3702140 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3702302.750000 Penalty: 5099.426758
	Iteration 17Q: 3 clusters Score -3702303 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3702423.500000 Penalty: 5099.426758
	Iteration 18Q: 3 clusters Score -3702424 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3702552.500000 Penalty: 5099.426758
	Iteration 19Q: 3 clusters Score -3702552 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3702656.250000 Penalty: 5099.426758
	Iteration 20F: 3 clusters Score -3702656 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3702716.750000 Penalty: 5099.426758
	Iteration 21Q: 3 clusters Score -3702717 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3702800.000000 Penalty: 5099.426758
	Iteration 22Q: 3 clusters Score -3702800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3702856.000000 Penalty: 5099.426758
	Iteration 23Q: 3 clusters Score -3702856 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3702931.250000 Penalty: 5099.426758
	Iteration 24Q: 3 clusters Score -3702931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3702995.500000 Penalty: 5099.426758
	Iteration 25Q: 3 clusters Score -3702996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3703070.500000 Penalty: 5099.426758
	Iteration 26Q: 3 clusters Score -3703070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3703125.250000 Penalty: 5099.426758
	Iteration 27Q: 3 clusters Score -3703125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3703178.500000 Penalty: 5099.426758
	Iteration 28Q: 3 clusters Score -3703178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3703222.250000 Penalty: 5099.426758
	Iteration 29Q: 3 clusters Score -3703222 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3703269.750000 Penalty: 5099.426758
	Iteration 30Q: 3 clusters Score -3703270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3703293.000000 Penalty: 5099.426758
	Iteration 31Q: 3 clusters Score -3703293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3703317.750000 Penalty: 5099.426758
	Iteration 32Q: 3 clusters Score -3703318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3703342.250000 Penalty: 5099.426758
	Iteration 33Q: 3 clusters Score -3703342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3703368.500000 Penalty: 5099.426758
	Iteration 34Q: 3 clusters Score -3703368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3703384.750000 Penalty: 5099.426758
	Iteration 35Q: 3 clusters Score -3703385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3703427.750000 Penalty: 5099.426758
	Iteration 36Q: 3 clusters Score -3703428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3703447.500000 Penalty: 5099.426758
	Iteration 37Q: 3 clusters Score -3703448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3703473.250000 Penalty: 5099.426758
	Iteration 38Q: 3 clusters Score -3703473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3703485.750000 Penalty: 5099.426758
	Iteration 39Q: 3 clusters Score -3703486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3703500.750000 Penalty: 5099.426758
	Iteration 40F: 3 clusters Score -3703501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3703516.250000 Penalty: 5099.426758
	Iteration 41Q: 3 clusters Score -3703516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3703533.500000 Penalty: 5099.426758
	Iteration 42Q: 3 clusters Score -3703534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3703537.500000 Penalty: 5099.426758
	Iteration 43Q: 3 clusters Score -3703538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3703547.750000 Penalty: 5099.426758
	Iteration 44Q: 3 clusters Score -3703548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3703557.250000 Penalty: 5099.426758
	Iteration 45Q: 3 clusters Score -3703557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3703567.250000 Penalty: 5099.426758
	Iteration 46Q: 3 clusters Score -3703567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3703567.750000 Penalty: 5099.426758
	Iteration 47Q: 3 clusters Score -3703568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3703565.750000 Penalty: 5099.426758
	Iteration 48Q: 3 clusters Score -3703566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3703574.500000 Penalty: 5099.426758
	Iteration 49Q: 3 clusters Score -3703574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3703581.250000 Penalty: 5099.426758
	Iteration 50Q: 3 clusters Score -3703581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3703582.750000 Penalty: 5099.426758
	Iteration 51Q: 3 clusters Score -3703583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3703590.000000 Penalty: 5099.426758
	Iteration 52Q: 3 clusters Score -3703590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3703584.000000 Penalty: 5099.426758
	Iteration 53Q: 3 clusters Score -3703584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3703596.500000 Penalty: 5099.426758
	Iteration 54Q: 3 clusters Score -3703596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3703591.000000 Penalty: 5099.426758
	Iteration 55Q: 3 clusters Score -3703591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3703595.750000 Penalty: 5099.426758
	Iteration 56Q: 3 clusters Score -3703596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3703594.750000 Penalty: 5099.426758
	Iteration 57Q: 3 clusters Score -3703595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3703596.000000 Penalty: 5099.426758
	Iteration 58Q: 3 clusters Score -3703596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3703598.250000 Penalty: 5099.426758
	Iteration 59Q: 3 clusters Score -3703598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3703598.750000 Penalty: 5099.426758
	Iteration 60F: 3 clusters Score -3703599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3703597.750000 Penalty: 5099.426758
	Iteration 61Q: 3 clusters Score -3703598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3703594.750000 Penalty: 5099.426758
	Iteration 62Q: 3 clusters Score -3703595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3703594.750000 Penalty: 5099.426758
	Iteration 63F: 3 clusters Score -3703595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -507971.437500 Penalty: 2054.932373
	Iteration 0F: 2 clusters Score -507971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -504045.218750 Penalty: 4109.864746
	Iteration 0F: 3 clusters Score -504045.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -504869.281250 Penalty: 4109.864746
	Iteration 1F: 3 clusters Score -504869.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -505053.468750 Penalty: 4109.864746
	Iteration 2F: 3 clusters Score -505053.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -505164.343750 Penalty: 4109.864746
	Iteration 3Q: 3 clusters Score -505164.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -505250.843750 Penalty: 4109.864746
	Iteration 4Q: 3 clusters Score -505250.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -505307.343750 Penalty: 4109.864746
	Iteration 5Q: 3 clusters Score -505307.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -505346.062500 Penalty: 4109.864746
	Iteration 6Q: 3 clusters Score -505346.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -505378.843750 Penalty: 4109.864746
	Iteration 7Q: 3 clusters Score -505378.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -505410.437500 Penalty: 4109.864746
	Iteration 8Q: 3 clusters Score -505410.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -505436.812500 Penalty: 4109.864746
	Iteration 9Q: 3 clusters Score -505436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -505456.656250 Penalty: 4109.864746
	Iteration 10Q: 3 clusters Score -505456.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -505483.468750 Penalty: 4109.864746
	Iteration 11Q: 3 clusters Score -505483.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -505500.500000 Penalty: 4109.864746
	Iteration 12Q: 3 clusters Score -505500.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -505515.968750 Penalty: 4109.864746
	Iteration 13Q: 3 clusters Score -505516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -505529.531250 Penalty: 4109.864746
	Iteration 14Q: 3 clusters Score -505529.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -505544.812500 Penalty: 4109.864746
	Iteration 15Q: 3 clusters Score -505544.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -505558.250000 Penalty: 4109.864746
	Iteration 16Q: 3 clusters Score -505558.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -505574.375000 Penalty: 4109.864746
	Iteration 17Q: 3 clusters Score -505574.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -505590.500000 Penalty: 4109.864746
	Iteration 18Q: 3 clusters Score -505590.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -505604.937500 Penalty: 4109.864746
	Iteration 19Q: 3 clusters Score -505604.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -505616.906250 Penalty: 4109.864746
	Iteration 20F: 3 clusters Score -505616.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -505630.875000 Penalty: 4109.864746
	Iteration 21Q: 3 clusters Score -505630.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -505645.125000 Penalty: 4109.864746
	Iteration 22Q: 3 clusters Score -505645.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -505656.125000 Penalty: 4109.864746
	Iteration 23Q: 3 clusters Score -505656.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -505662.375000 Penalty: 4109.864746
	Iteration 24Q: 3 clusters Score -505662.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -505672.500000 Penalty: 4109.864746
	Iteration 25Q: 3 clusters Score -505672.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -505680.062500 Penalty: 4109.864746
	Iteration 26Q: 3 clusters Score -505680.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -505689.812500 Penalty: 4109.864746
	Iteration 27Q: 3 clusters Score -505689.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -505698.656250 Penalty: 4109.864746
	Iteration 28Q: 3 clusters Score -505698.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -505706.031250 Penalty: 4109.864746
	Iteration 29Q: 3 clusters Score -505706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -505711.093750 Penalty: 4109.864746
	Iteration 30Q: 3 clusters Score -505711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -505714.656250 Penalty: 4109.864746
	Iteration 31Q: 3 clusters Score -505714.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -505721.343750 Penalty: 4109.864746
	Iteration 32Q: 3 clusters Score -505721.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -505732.468750 Penalty: 4109.864746
	Iteration 33Q: 3 clusters Score -505732.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -505745.562500 Penalty: 4109.864746
	Iteration 34Q: 3 clusters Score -505745.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -505764.750000 Penalty: 4109.864746
	Iteration 35Q: 3 clusters Score -505764.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -505779.687500 Penalty: 4109.864746
	Iteration 36Q: 3 clusters Score -505779.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -505793.187500 Penalty: 4109.864746
	Iteration 37Q: 3 clusters Score -505793.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -505804.937500 Penalty: 4109.864746
	Iteration 38Q: 3 clusters Score -505804.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -505822.781250 Penalty: 4109.864746
	Iteration 39Q: 3 clusters Score -505822.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -505838.656250 Penalty: 4109.864746
	Iteration 40F: 3 clusters Score -505838.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -505851.312500 Penalty: 4109.864746
	Iteration 41Q: 3 clusters Score -505851.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -505864.218750 Penalty: 4109.864746
	Iteration 42Q: 3 clusters Score -505864.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -505876.187500 Penalty: 4109.864746
	Iteration 43Q: 3 clusters Score -505876.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -505892.312500 Penalty: 4109.864746
	Iteration 44Q: 3 clusters Score -505892.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -505907.718750 Penalty: 4109.864746
	Iteration 45Q: 3 clusters Score -505907.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -505920.875000 Penalty: 4109.864746
	Iteration 46Q: 3 clusters Score -505920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -505934.718750 Penalty: 4109.864746
	Iteration 47Q: 3 clusters Score -505934.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -505948.687500 Penalty: 4109.864746
	Iteration 48Q: 3 clusters Score -505948.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -505960.468750 Penalty: 4109.864746
	Iteration 49Q: 3 clusters Score -505960.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -505968.625000 Penalty: 4109.864746
	Iteration 50Q: 3 clusters Score -505968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -505975.593750 Penalty: 4109.864746
	Iteration 51Q: 3 clusters Score -505975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -505985.437500 Penalty: 4109.864746
	Iteration 52Q: 3 clusters Score -505985.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -505993.875000 Penalty: 4109.864746
	Iteration 53Q: 3 clusters Score -505993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -506001.031250 Penalty: 4109.864746
	Iteration 54Q: 3 clusters Score -506001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -506007.375000 Penalty: 4109.864746
	Iteration 55Q: 3 clusters Score -506007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -506014.906250 Penalty: 4109.864746
	Iteration 56Q: 3 clusters Score -506014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -506018.343750 Penalty: 4109.864746
	Iteration 57Q: 3 clusters Score -506018.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -506023.187500 Penalty: 4109.864746
	Iteration 58Q: 3 clusters Score -506023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -506026.750000 Penalty: 4109.864746
	Iteration 59Q: 3 clusters Score -506026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -506028.750000 Penalty: 4109.864746
	Iteration 60F: 3 clusters Score -506028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -506029.218750 Penalty: 4109.864746
	Iteration 61Q: 3 clusters Score -506029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -506029.968750 Penalty: 4109.864746
	Iteration 62Q: 3 clusters Score -506030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -506036.375000 Penalty: 4109.864746
	Iteration 63Q: 3 clusters Score -506036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -506039.375000 Penalty: 4109.864746
	Iteration 64Q: 3 clusters Score -506039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -506042.750000 Penalty: 4109.864746
	Iteration 65Q: 3 clusters Score -506042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -506046.000000 Penalty: 4109.864746
	Iteration 66Q: 3 clusters Score -506046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -506050.156250 Penalty: 4109.864746
	Iteration 67Q: 3 clusters Score -506050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -506052.093750 Penalty: 4109.864746
	Iteration 68Q: 3 clusters Score -506052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -506051.843750 Penalty: 4109.864746
	Iteration 69Q: 3 clusters Score -506051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -506051.843750 Penalty: 4109.864746
	Iteration 70F: 3 clusters Score -506051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 154614 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 159851 members 
Mstep: Class 6 contains 162154 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 15 contains 171483 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 53433 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 29176 members 
Mstep: Class 23 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105718704.000000 Penalty: 71147.250000
Iteration 79Q: 22 clusters Score -1.057187e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 154383 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 159630 members 
Mstep: Class 6 contains 161802 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85097 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 9764 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 15 contains 171028 members 
Mstep: Class 16 contains 15339 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 54800 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 29254 members 
Mstep: Class 23 contains 3953 members 
Entering Unmasked Estep 
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Iteration 80F: 22 clusters Score -1.057195e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 154099 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 159328 members 
Mstep: Class 6 contains 161395 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85011 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1012 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9698 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 15 contains 170518 members 
Mstep: Class 16 contains 15293 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 56290 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 29353 members 
Mstep: Class 23 contains 3953 members 
Entering Unmasked Estep 
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Iteration 81Q: 22 clusters Score -1.057204e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 153875 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 158970 members 
Mstep: Class 6 contains 161012 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84949 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 15 contains 170038 members 
Mstep: Class 16 contains 15264 members 
Mstep: Class 17 contains 318 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 57751 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 29443 members 
Mstep: Class 23 contains 3966 members 
Entering Unmasked Estep 
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Iteration 82Q: 22 clusters Score -1.057212e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 153691 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 158586 members 
Mstep: Class 6 contains 160690 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84912 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1046 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9589 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 15 contains 169545 members 
Mstep: Class 16 contains 15225 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 59149 members 
Mstep: Class 21 contains 1837 members 
Mstep: Class 22 contains 29547 members 
Mstep: Class 23 contains 3964 members 
Entering Unmasked Estep 
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Iteration 83Q: 22 clusters Score -1.057219e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 153593 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 158179 members 
Mstep: Class 6 contains 160428 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84860 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9544 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 15 contains 169019 members 
Mstep: Class 16 contains 15182 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 60512 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 29639 members 
Mstep: Class 23 contains 3957 members 
Entering Unmasked Estep 
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Iteration 84Q: 22 clusters Score -1.057226e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 153542 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 157757 members 
Mstep: Class 6 contains 160165 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84815 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 15 contains 168538 members 
Mstep: Class 16 contains 15152 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 61786 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 29707 members 
Mstep: Class 23 contains 3959 members 
Entering Unmasked Estep 
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Iteration 85Q: 22 clusters Score -1.057231e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 153446 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 157407 members 
Mstep: Class 6 contains 159903 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84768 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 15 contains 168091 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 63040 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 29762 members 
Mstep: Class 23 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 22 clusters Score -1.057236e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 153363 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 157066 members 
Mstep: Class 6 contains 159693 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84704 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9416 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 15 contains 167660 members 
Mstep: Class 16 contains 15052 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 64218 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 29812 members 
Mstep: Class 23 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724448.000000 Penalty: 71147.250000
Iteration 87Q: 22 clusters Score -1.057244e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 153284 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 156793 members 
Mstep: Class 6 contains 159568 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84669 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 15 contains 167179 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 65278 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 29835 members 
Mstep: Class 23 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724888.000000 Penalty: 71147.250000
Iteration 88Q: 22 clusters Score -1.057249e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 153209 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 156537 members 
Mstep: Class 6 contains 159428 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84654 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 15 contains 166756 members 
Mstep: Class 16 contains 14979 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 66246 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 29861 members 
Mstep: Class 23 contains 3918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725432.000000 Penalty: 71147.250000
Iteration 89Q: 22 clusters Score -1.057254e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 153081 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 156314 members 
Mstep: Class 6 contains 159289 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84630 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9323 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 15 contains 166356 members 
Mstep: Class 16 contains 14936 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 67202 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 29900 members 
Mstep: Class 23 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725880.000000 Penalty: 71147.250000
Iteration 90Q: 22 clusters Score -1.057259e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 152976 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 156104 members 
Mstep: Class 6 contains 159206 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84579 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 15 contains 165978 members 
Mstep: Class 16 contains 14885 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 68099 members 
Mstep: Class 21 contains 1791 members 
Mstep: Class 22 contains 29906 members 
Mstep: Class 23 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725920.000000 Penalty: 71147.250000
Iteration 91Q: 22 clusters Score -1.057259e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 152831 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 155924 members 
Mstep: Class 6 contains 159089 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84548 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9291 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 15 contains 165677 members 
Mstep: Class 16 contains 14830 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 68941 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 29894 members 
Mstep: Class 23 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726328.000000 Penalty: 71147.250000
Iteration 92Q: 22 clusters Score -1.057263e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 152673 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 155715 members 
Mstep: Class 6 contains 159065 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84543 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1055 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 165311 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 69746 members 
Mstep: Class 21 contains 1791 members 
Mstep: Class 22 contains 29888 members 
Mstep: Class 23 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726672.000000 Penalty: 71147.250000
Iteration 93Q: 22 clusters Score -1.057267e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 152510 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 155558 members 
Mstep: Class 6 contains 159089 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84530 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 777 members 
Mstep: Class 12 contains 9271 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 164968 members 
Mstep: Class 16 contains 14737 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 70469 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 22 clusters Score -1.057265e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 152408 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 155421 members 
Mstep: Class 6 contains 159085 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84522 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 9265 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 164621 members 
Mstep: Class 16 contains 14668 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 71150 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 29830 members 
Mstep: Class 23 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 22 clusters Score -1.05727e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 152295 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 155340 members 
Mstep: Class 6 contains 159087 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84517 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 9259 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 164258 members 
Mstep: Class 16 contains 14607 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 71779 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 29800 members 
Mstep: Class 23 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 22 clusters Score -1.057271e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 152179 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 155244 members 
Mstep: Class 6 contains 159105 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84510 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 9254 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 163879 members 
Mstep: Class 16 contains 14545 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 72431 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 29780 members 
Mstep: Class 23 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 22 clusters Score -1.057273e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 152075 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 155132 members 
Mstep: Class 6 contains 159114 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84507 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1063 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 9248 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 163525 members 
Mstep: Class 16 contains 14472 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 73051 members 
Mstep: Class 21 contains 1793 members 
Mstep: Class 22 contains 29761 members 
Mstep: Class 23 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 22 clusters Score -1.057274e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 151923 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 155024 members 
Mstep: Class 6 contains 159135 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84502 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1063 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 163221 members 
Mstep: Class 16 contains 14422 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 73631 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 29745 members 
Mstep: Class 23 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 22 clusters Score -1.057275e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 151756 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 154980 members 
Mstep: Class 6 contains 159185 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84489 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1067 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 15 contains 162907 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 74165 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 29728 members 
Mstep: Class 23 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727744.000000 Penalty: 71147.250000
Iteration 100F: 22 clusters Score -1.057277e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 151642 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 154931 members 
Mstep: Class 6 contains 159254 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1069 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 162566 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 74679 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 29710 members 
Mstep: Class 23 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728040.000000 Penalty: 71147.250000
Iteration 101Q: 22 clusters Score -1.05728e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 151497 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 154867 members 
Mstep: Class 6 contains 159299 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84481 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1071 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9231 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 162224 members 
Mstep: Class 16 contains 14270 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 75239 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 29688 members 
Mstep: Class 23 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728232.000000 Penalty: 71147.250000
Iteration 102Q: 22 clusters Score -1.057282e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 151313 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 154780 members 
Mstep: Class 6 contains 159346 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84467 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1075 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9228 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 161926 members 
Mstep: Class 16 contains 14230 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 75811 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 29667 members 
Mstep: Class 23 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728440.000000 Penalty: 71147.250000
Iteration 103Q: 22 clusters Score -1.057284e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 151129 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 154735 members 
Mstep: Class 6 contains 159365 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84445 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1077 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9224 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 161675 members 
Mstep: Class 16 contains 14194 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 76358 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 29630 members 
Mstep: Class 23 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728392.000000 Penalty: 71147.250000
Iteration 104Q: 22 clusters Score -1.057284e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 150961 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 154647 members 
Mstep: Class 6 contains 159389 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84433 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 161469 members 
Mstep: Class 16 contains 14170 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 76848 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 29597 members 
Mstep: Class 23 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728624.000000 Penalty: 71147.250000
Iteration 105Q: 22 clusters Score -1.057286e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 150897 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 154491 members 
Mstep: Class 6 contains 159389 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84429 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1077 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9219 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 161263 members 
Mstep: Class 16 contains 14140 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 77349 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 29548 members 
Mstep: Class 23 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728592.000000 Penalty: 71147.250000
Iteration 106Q: 22 clusters Score -1.057286e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 150866 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 154332 members 
Mstep: Class 6 contains 159400 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84424 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1078 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 160960 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 77910 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 29498 members 
Mstep: Class 23 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728616.000000 Penalty: 71147.250000
Iteration 107Q: 22 clusters Score -1.057286e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 150775 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 154184 members 
Mstep: Class 6 contains 159485 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84415 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1078 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 15 contains 160627 members 
Mstep: Class 16 contains 14060 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 78471 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 29458 members 
Mstep: Class 23 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728744.000000 Penalty: 71147.250000
Iteration 108Q: 22 clusters Score -1.057287e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 150751 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 154026 members 
Mstep: Class 6 contains 159574 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84412 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 160300 members 
Mstep: Class 16 contains 14030 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 78972 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 29404 members 
Mstep: Class 23 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728840.000000 Penalty: 71147.250000
Iteration 109Q: 22 clusters Score -1.057288e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 150701 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 153897 members 
Mstep: Class 6 contains 159689 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84396 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 159951 members 
Mstep: Class 16 contains 14018 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 79446 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 29352 members 
Mstep: Class 23 contains 3995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728744.000000 Penalty: 71147.250000
Iteration 110Q: 22 clusters Score -1.057287e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 150583 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 153817 members 
Mstep: Class 6 contains 159784 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84390 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 159662 members 
Mstep: Class 16 contains 14000 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 79922 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 29277 members 
Mstep: Class 23 contains 3995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729088.000000 Penalty: 71147.250000
Iteration 111Q: 22 clusters Score -1.057291e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 150489 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 153722 members 
Mstep: Class 6 contains 159854 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84406 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9206 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 159331 members 
Mstep: Class 16 contains 13967 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 80441 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 29187 members 
Mstep: Class 23 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729352.000000 Penalty: 71147.250000
Iteration 112Q: 22 clusters Score -1.057294e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 150395 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 153623 members 
Mstep: Class 6 contains 159935 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84429 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9206 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 159001 members 
Mstep: Class 16 contains 13941 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 80964 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 29095 members 
Mstep: Class 23 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729328.000000 Penalty: 71147.250000
Iteration 113Q: 22 clusters Score -1.057293e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 150315 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 153521 members 
Mstep: Class 6 contains 160033 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84445 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9206 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 158701 members 
Mstep: Class 16 contains 13912 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 81425 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 29003 members 
Mstep: Class 23 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729288.000000 Penalty: 71147.250000
Iteration 114Q: 22 clusters Score -1.057293e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 150191 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 153444 members 
Mstep: Class 6 contains 160091 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84462 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 158392 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 81904 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 28949 members 
Mstep: Class 23 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729720.000000 Penalty: 71147.250000
Iteration 115Q: 22 clusters Score -1.057297e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 150045 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 153390 members 
Mstep: Class 6 contains 160168 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 158074 members 
Mstep: Class 16 contains 13869 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 82361 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 28898 members 
Mstep: Class 23 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729864.000000 Penalty: 71147.250000
Iteration 116Q: 22 clusters Score -1.057299e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 149924 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 153284 members 
Mstep: Class 6 contains 160206 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 157781 members 
Mstep: Class 16 contains 13844 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 82856 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 28846 members 
Mstep: Class 23 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730104.000000 Penalty: 71147.250000
Iteration 117Q: 22 clusters Score -1.057301e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 149805 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 153147 members 
Mstep: Class 6 contains 160176 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84514 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 157538 members 
Mstep: Class 16 contains 13816 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 83375 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 28803 members 
Mstep: Class 23 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730336.000000 Penalty: 71147.250000
Iteration 118Q: 22 clusters Score -1.057303e+08 nChanged 1983
Entering ConstructFrom: 
Score: -105730336.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -479544.718750 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -479544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -475777.562500 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -475777.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -476640.343750 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -476640.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -476841.437500 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -476841.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -476972.250000 Penalty: 4090.231445
	Iteration 3Q: 3 clusters Score -476972.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -477090.375000 Penalty: 4090.231445
	Iteration 4Q: 3 clusters Score -477090.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -477205.406250 Penalty: 4090.231445
	Iteration 5Q: 3 clusters Score -477205.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -477310.906250 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -477310.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -477425.718750 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -477425.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -477546.937500 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -477546.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -477646.031250 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -477646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -477730.125000 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -477730.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -477790.562500 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -477790.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -477828.937500 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -477828.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -477860.343750 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -477860.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -477881.312500 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -477881.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -477898.812500 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -477898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -477908.218750 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -477908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -477914.906250 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -477914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -477924.843750 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -477924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -477933.218750 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -477933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -477937.000000 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -477937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -477939.468750 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -477939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -477940.125000 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -477940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -477942.312500 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -477942.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -477945.343750 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -477945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -477949.125000 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -477949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -477954.937500 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -477954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -477960.000000 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -477960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -477961.750000 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -477961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -477963.250000 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -477963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -477965.562500 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -477965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -477966.875000 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -477966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -477969.250000 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -477969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -477973.875000 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -477973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -477974.718750 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -477974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -477976.343750 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -477976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -477976.593750 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -477976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -477977.031250 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -477977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -477977.031250 Penalty: 4090.231445
	Iteration 38F: 3 clusters Score -477977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (149726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149726 members 
Entering Unmasked Estep 
Score: -18889830.000000 Penalty: 2955.307373
	Iteration 0F: 2 clusters Score -1.888983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -18790086.000000 Penalty: 5910.614746
	Iteration 0F: 3 clusters Score -1.879009e+07 nChanged 71460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -18831422.000000 Penalty: 5910.614746
	Iteration 1F: 3 clusters Score -1.883142e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -18832520.000000 Penalty: 5910.614746
	Iteration 2Q: 3 clusters Score -1.883252e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -18833912.000000 Penalty: 5910.614746
	Iteration 3Q: 3 clusters Score -1.883391e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -18835548.000000 Penalty: 5910.614746
	Iteration 4Q: 3 clusters Score -1.883555e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -18837618.000000 Penalty: 5910.614746
	Iteration 5Q: 3 clusters Score -1.883762e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -18840700.000000 Penalty: 5910.614746
	Iteration 6Q: 3 clusters Score -1.88407e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -18844856.000000 Penalty: 5910.614746
	Iteration 7F: 3 clusters Score -1.884486e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -18850198.000000 Penalty: 5910.614746
	Iteration 8F: 3 clusters Score -1.88502e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -18856800.000000 Penalty: 5910.614746
	Iteration 9F: 3 clusters Score -1.88568e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -18863764.000000 Penalty: 5910.614746
	Iteration 10F: 3 clusters Score -1.886376e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -18868920.000000 Penalty: 5910.614746
	Iteration 11F: 3 clusters Score -1.886892e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -18871180.000000 Penalty: 5910.614746
	Iteration 12Q: 3 clusters Score -1.887118e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -18872466.000000 Penalty: 5910.614746
	Iteration 13Q: 3 clusters Score -1.887247e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -18873272.000000 Penalty: 5910.614746
	Iteration 14Q: 3 clusters Score -1.887327e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -18874086.000000 Penalty: 5910.614746
	Iteration 15Q: 3 clusters Score -1.887409e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -18874778.000000 Penalty: 5910.614746
	Iteration 16Q: 3 clusters Score -1.887478e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -18875506.000000 Penalty: 5910.614746
	Iteration 17Q: 3 clusters Score -1.887551e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -18876036.000000 Penalty: 5910.614746
	Iteration 18Q: 3 clusters Score -1.887604e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -18876496.000000 Penalty: 5910.614746
	Iteration 19Q: 3 clusters Score -1.88765e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -18876932.000000 Penalty: 5910.614746
	Iteration 20F: 3 clusters Score -1.887693e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -18877456.000000 Penalty: 5910.614746
	Iteration 21Q: 3 clusters Score -1.887746e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -18877840.000000 Penalty: 5910.614746
	Iteration 22Q: 3 clusters Score -1.887784e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -18878154.000000 Penalty: 5910.614746
	Iteration 23Q: 3 clusters Score -1.887815e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -18878464.000000 Penalty: 5910.614746
	Iteration 24Q: 3 clusters Score -1.887846e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -18878718.000000 Penalty: 5910.614746
	Iteration 25Q: 3 clusters Score -1.887872e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -18878996.000000 Penalty: 5910.614746
	Iteration 26Q: 3 clusters Score -1.8879e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
Score: -18879230.000000 Penalty: 5910.614746
	Iteration 27Q: 3 clusters Score -1.887923e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -18879440.000000 Penalty: 5910.614746
	Iteration 28Q: 3 clusters Score -1.887944e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 110262 members 
Entering Unmasked Estep 
Score: -18879628.000000 Penalty: 5910.614746
	Iteration 29Q: 3 clusters Score -1.887963e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -18879908.000000 Penalty: 5910.614746
	Iteration 30Q: 3 clusters Score -1.887991e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -18880140.000000 Penalty: 5910.614746
	Iteration 31Q: 3 clusters Score -1.888014e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 113624 members 
Entering Unmasked Estep 
Score: -18880348.000000 Penalty: 5910.614746
	Iteration 32Q: 3 clusters Score -1.888035e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -18880518.000000 Penalty: 5910.614746
	Iteration 33Q: 3 clusters Score -1.888052e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -18880834.000000 Penalty: 5910.614746
	Iteration 34Q: 3 clusters Score -1.888083e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -18881002.000000 Penalty: 5910.614746
	Iteration 35Q: 3 clusters Score -1.8881e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -18881050.000000 Penalty: 5910.614746
	Iteration 36Q: 3 clusters Score -1.888105e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -18881418.000000 Penalty: 5910.614746
	Iteration 37Q: 3 clusters Score -1.888142e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 120469 members 
Entering Unmasked Estep 
Score: -18881624.000000 Penalty: 5910.614746
	Iteration 38Q: 3 clusters Score -1.888162e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -18881944.000000 Penalty: 5910.614746
	Iteration 39Q: 3 clusters Score -1.888194e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -18882146.000000 Penalty: 5910.614746
	Iteration 40F: 3 clusters Score -1.888215e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -18882332.000000 Penalty: 5910.614746
	Iteration 41Q: 3 clusters Score -1.888233e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -18882646.000000 Penalty: 5910.614746
	Iteration 42Q: 3 clusters Score -1.888265e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 126134 members 
Entering Unmasked Estep 
Score: -18882910.000000 Penalty: 5910.614746
	Iteration 43Q: 3 clusters Score -1.888291e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -18883204.000000 Penalty: 5910.614746
	Iteration 44Q: 3 clusters Score -1.88832e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 128307 members 
Entering Unmasked Estep 
Score: -18883442.000000 Penalty: 5910.614746
	Iteration 45Q: 3 clusters Score -1.888344e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -18883568.000000 Penalty: 5910.614746
	Iteration 46Q: 3 clusters Score -1.888357e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 130356 members 
Entering Unmasked Estep 
Score: -18883796.000000 Penalty: 5910.614746
	Iteration 47Q: 3 clusters Score -1.88838e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 131354 members 
Entering Unmasked Estep 
Score: -18883986.000000 Penalty: 5910.614746
	Iteration 48Q: 3 clusters Score -1.888399e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -18884182.000000 Penalty: 5910.614746
	Iteration 49Q: 3 clusters Score -1.888418e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -18884388.000000 Penalty: 5910.614746
	Iteration 50Q: 3 clusters Score -1.888439e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -18884630.000000 Penalty: 5910.614746
	Iteration 51Q: 3 clusters Score -1.888463e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -18884930.000000 Penalty: 5910.614746
	Iteration 52Q: 3 clusters Score -1.888493e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -18885138.000000 Penalty: 5910.614746
	Iteration 53Q: 3 clusters Score -1.888514e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 136331 members 
Entering Unmasked Estep 
Score: -18885376.000000 Penalty: 5910.614746
	Iteration 54Q: 3 clusters Score -1.888538e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -18885594.000000 Penalty: 5910.614746
	Iteration 55Q: 3 clusters Score -1.888559e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 137759 members 
Entering Unmasked Estep 
Score: -18885750.000000 Penalty: 5910.614746
	Iteration 56Q: 3 clusters Score -1.888575e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 138416 members 
Entering Unmasked Estep 
Score: -18885898.000000 Penalty: 5910.614746
	Iteration 57Q: 3 clusters Score -1.88859e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -18886018.000000 Penalty: 5910.614746
	Iteration 58Q: 3 clusters Score -1.888602e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 139575 members 
Entering Unmasked Estep 
Score: -18886116.000000 Penalty: 5910.614746
	Iteration 59Q: 3 clusters Score -1.888612e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -18886288.000000 Penalty: 5910.614746
	Iteration 60F: 3 clusters Score -1.888629e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 140675 members 
Entering Unmasked Estep 
Score: -18886460.000000 Penalty: 5910.614746
	Iteration 61Q: 3 clusters Score -1.888646e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 141203 members 
Entering Unmasked Estep 
Score: -18886570.000000 Penalty: 5910.614746
	Iteration 62Q: 3 clusters Score -1.888657e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -18886702.000000 Penalty: 5910.614746
	Iteration 63Q: 3 clusters Score -1.88867e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 142155 members 
Entering Unmasked Estep 
Score: -18886816.000000 Penalty: 5910.614746
	Iteration 64Q: 3 clusters Score -1.888682e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 142562 members 
Entering Unmasked Estep 
Score: -18886914.000000 Penalty: 5910.614746
	Iteration 65Q: 3 clusters Score -1.888691e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -18886990.000000 Penalty: 5910.614746
	Iteration 66Q: 3 clusters Score -1.888699e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 143342 members 
Entering Unmasked Estep 
Score: -18887050.000000 Penalty: 5910.614746
	Iteration 67Q: 3 clusters Score -1.888705e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -18887124.000000 Penalty: 5910.614746
	Iteration 68Q: 3 clusters Score -1.888712e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -18887222.000000 Penalty: 5910.614746
	Iteration 69Q: 3 clusters Score -1.888722e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 144335 members 
Entering Unmasked Estep 
Score: -18887324.000000 Penalty: 5910.614746
	Iteration 70Q: 3 clusters Score -1.888732e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -18887284.000000 Penalty: 5910.614746
	Iteration 71Q: 3 clusters Score -1.888728e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -18887362.000000 Penalty: 5910.614746
	Iteration 72Q: 3 clusters Score -1.888736e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -18887394.000000 Penalty: 5910.614746
	Iteration 73Q: 3 clusters Score -1.888739e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 145085 members 
Entering Unmasked Estep 
Score: -18887434.000000 Penalty: 5910.614746
	Iteration 74Q: 3 clusters Score -1.888743e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -18887488.000000 Penalty: 5910.614746
	Iteration 75Q: 3 clusters Score -1.888749e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 145365 members 
Entering Unmasked Estep 
Score: -18887482.000000 Penalty: 5910.614746
	Iteration 76Q: 3 clusters Score -1.888748e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -18887486.000000 Penalty: 5910.614746
	Iteration 77Q: 3 clusters Score -1.888749e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 145559 members 
Entering Unmasked Estep 
Score: -18887518.000000 Penalty: 5910.614746
	Iteration 78Q: 3 clusters Score -1.888752e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 145632 members 
Entering Unmasked Estep 
Score: -18887530.000000 Penalty: 5910.614746
	Iteration 79Q: 3 clusters Score -1.888753e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -18887538.000000 Penalty: 5910.614746
	Iteration 80F: 3 clusters Score -1.888754e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 145780 members 
Entering Unmasked Estep 
Score: -18887556.000000 Penalty: 5910.614746
	Iteration 81Q: 3 clusters Score -1.888756e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -18887600.000000 Penalty: 5910.614746
	Iteration 82Q: 3 clusters Score -1.88876e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 145950 members 
Entering Unmasked Estep 
Score: -18887634.000000 Penalty: 5910.614746
	Iteration 83Q: 3 clusters Score -1.888763e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 146020 members 
Entering Unmasked Estep 
Score: -18887612.000000 Penalty: 5910.614746
	Iteration 84Q: 3 clusters Score -1.888761e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 146077 members 
Entering Unmasked Estep 
Score: -18887612.000000 Penalty: 5910.614746
	Iteration 85Q: 3 clusters Score -1.888761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -18887626.000000 Penalty: 5910.614746
	Iteration 86Q: 3 clusters Score -1.888763e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 146189 members 
Entering Unmasked Estep 
Score: -18887650.000000 Penalty: 5910.614746
	Iteration 87Q: 3 clusters Score -1.888765e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 146257 members 
Entering Unmasked Estep 
Score: -18887644.000000 Penalty: 5910.614746
	Iteration 88Q: 3 clusters Score -1.888764e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 146314 members 
Entering Unmasked Estep 
Score: -18887654.000000 Penalty: 5910.614746
	Iteration 89Q: 3 clusters Score -1.888765e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 146355 members 
Entering Unmasked Estep 
Score: -18887664.000000 Penalty: 5910.614746
	Iteration 90Q: 3 clusters Score -1.888766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -18887666.000000 Penalty: 5910.614746
	Iteration 91Q: 3 clusters Score -1.888767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -18887660.000000 Penalty: 5910.614746
	Iteration 92Q: 3 clusters Score -1.888766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 146442 members 
Entering Unmasked Estep 
Score: -18887660.000000 Penalty: 5910.614746
	Iteration 93Q: 3 clusters Score -1.888766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -18887644.000000 Penalty: 5910.614746
	Iteration 94Q: 3 clusters Score -1.888764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -18887658.000000 Penalty: 5910.614746
	Iteration 95Q: 3 clusters Score -1.888766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -18887678.000000 Penalty: 5910.614746
	Iteration 96Q: 3 clusters Score -1.888768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -18887712.000000 Penalty: 5910.614746
	Iteration 97Q: 3 clusters Score -1.888771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 146619 members 
Entering Unmasked Estep 
Score: -18887700.000000 Penalty: 5910.614746
	Iteration 98Q: 3 clusters Score -1.88877e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 146655 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 99Q: 3 clusters Score -1.888772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -18887728.000000 Penalty: 5910.614746
	Iteration 100F: 3 clusters Score -1.888773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 146722 members 
Entering Unmasked Estep 
Score: -18887738.000000 Penalty: 5910.614746
	Iteration 101Q: 3 clusters Score -1.888774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -18887748.000000 Penalty: 5910.614746
	Iteration 102Q: 3 clusters Score -1.888775e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -18887750.000000 Penalty: 5910.614746
	Iteration 103Q: 3 clusters Score -1.888775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 146836 members 
Entering Unmasked Estep 
Score: -18887740.000000 Penalty: 5910.614746
	Iteration 104Q: 3 clusters Score -1.888774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 146861 members 
Entering Unmasked Estep 
Score: -18887766.000000 Penalty: 5910.614746
	Iteration 105Q: 3 clusters Score -1.888777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 146887 members 
Entering Unmasked Estep 
Score: -18887760.000000 Penalty: 5910.614746
	Iteration 106Q: 3 clusters Score -1.888776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -18887772.000000 Penalty: 5910.614746
	Iteration 107Q: 3 clusters Score -1.888777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -18887746.000000 Penalty: 5910.614746
	Iteration 108Q: 3 clusters Score -1.888775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 146948 members 
Entering Unmasked Estep 
Score: -18887744.000000 Penalty: 5910.614746
	Iteration 109Q: 3 clusters Score -1.888774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -18887734.000000 Penalty: 5910.614746
	Iteration 110Q: 3 clusters Score -1.888773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 146986 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 111Q: 3 clusters Score -1.888771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 147000 members 
Entering Unmasked Estep 
Score: -18887728.000000 Penalty: 5910.614746
	Iteration 112Q: 3 clusters Score -1.888773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 113Q: 3 clusters Score -1.888771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 147017 members 
Entering Unmasked Estep 
Score: -18887716.000000 Penalty: 5910.614746
	Iteration 114Q: 3 clusters Score -1.888772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 147022 members 
Entering Unmasked Estep 
Score: -18887722.000000 Penalty: 5910.614746
	Iteration 115Q: 3 clusters Score -1.888772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 147031 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 116Q: 3 clusters Score -1.888772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 147045 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 117Q: 3 clusters Score -1.888772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 118Q: 3 clusters Score -1.888772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -18887738.000000 Penalty: 5910.614746
	Iteration 119Q: 3 clusters Score -1.888774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -18887732.000000 Penalty: 5910.614746
	Iteration 120F: 3 clusters Score -1.888773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 121Q: 3 clusters Score -1.888771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -18887710.000000 Penalty: 5910.614746
	Iteration 122Q: 3 clusters Score -1.888771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 147111 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 123Q: 3 clusters Score -1.888772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -18887726.000000 Penalty: 5910.614746
	Iteration 124Q: 3 clusters Score -1.888773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -18887718.000000 Penalty: 5910.614746
	Iteration 125Q: 3 clusters Score -1.888772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 126Q: 3 clusters Score -1.888771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 127Q: 3 clusters Score -1.888771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 147169 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 128Q: 3 clusters Score -1.888772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -18887716.000000 Penalty: 5910.614746
	Iteration 129Q: 3 clusters Score -1.888772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 147195 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 130Q: 3 clusters Score -1.888771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -18887712.000000 Penalty: 5910.614746
	Iteration 131Q: 3 clusters Score -1.888771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -18887720.000000 Penalty: 5910.614746
	Iteration 132Q: 3 clusters Score -1.888772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -18887712.000000 Penalty: 5910.614746
	Iteration 133Q: 3 clusters Score -1.888771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -18887710.000000 Penalty: 5910.614746
	Iteration 134Q: 3 clusters Score -1.888771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147215 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 135Q: 3 clusters Score -1.888771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147215 members 
Entering Unmasked Estep 
Score: -18887704.000000 Penalty: 5910.614746
	Iteration 136Q: 3 clusters Score -1.88877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -18887702.000000 Penalty: 5910.614746
	Iteration 137Q: 3 clusters Score -1.88877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -18887702.000000 Penalty: 5910.614746
	Iteration 138Q: 3 clusters Score -1.88877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 147218 members 
Entering Unmasked Estep 
Score: -18887710.000000 Penalty: 5910.614746
	Iteration 139Q: 3 clusters Score -1.888771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -18887706.000000 Penalty: 5910.614746
	Iteration 140F: 3 clusters Score -1.888771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -18887704.000000 Penalty: 5910.614746
	Iteration 141Q: 3 clusters Score -1.88877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 147231 members 
Entering Unmasked Estep 
Score: -18887714.000000 Penalty: 5910.614746
	Iteration 142Q: 3 clusters Score -1.888771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -18887728.000000 Penalty: 5910.614746
	Iteration 143Q: 3 clusters Score -1.888773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 147234 members 
Entering Unmasked Estep 
Score: -18887728.000000 Penalty: 5910.614746
	Iteration 144Q: 3 clusters Score -1.888773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -18887716.000000 Penalty: 5910.614746
	Iteration 145Q: 3 clusters Score -1.888772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -18887724.000000 Penalty: 5910.614746
	Iteration 146Q: 3 clusters Score -1.888772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -18887726.000000 Penalty: 5910.614746
	Iteration 147Q: 3 clusters Score -1.888773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -18887726.000000 Penalty: 5910.614746
	Iteration 148Q: 3 clusters Score -1.888773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -18887726.000000 Penalty: 5910.614746
	Iteration 149F: 3 clusters Score -1.888773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -96799.890625 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -96799.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95048.585938 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -95048.59 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95413.609375 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -95413.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95642.937500 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -95642.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95844.156250 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -95844.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95964.195312 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -95964.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96028.554688 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -96028.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96065.406250 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -96065.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -96090.328125 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -96090.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96101.796875 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -96101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96107.406250 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -96107.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96110.921875 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -96110.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -96113.734375 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -96113.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -96115.492188 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -96115.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96117.226562 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -96117.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -96124.937500 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -96124.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96130.218750 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -96130.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96130.218750 Penalty: 3324.172363
	Iteration 16F: 3 clusters Score -96130.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -195425.609375 Penalty: 1826.250610
	Iteration 0F: 2 clusters Score -195425.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193083.218750 Penalty: 3652.501221
	Iteration 0F: 3 clusters Score -193083.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193435.750000 Penalty: 3652.501221
	Iteration 1F: 3 clusters Score -193435.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -193538.218750 Penalty: 3652.501221
	Iteration 2F: 3 clusters Score -193538.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -193586.031250 Penalty: 3652.501221
	Iteration 3Q: 3 clusters Score -193586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -193612.281250 Penalty: 3652.501221
	Iteration 4Q: 3 clusters Score -193612.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -193629.484375 Penalty: 3652.501221
	Iteration 5Q: 3 clusters Score -193629.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -193640.968750 Penalty: 3652.501221
	Iteration 6Q: 3 clusters Score -193641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -193652.656250 Penalty: 3652.501221
	Iteration 7Q: 3 clusters Score -193652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -193661.000000 Penalty: 3652.501221
	Iteration 8Q: 3 clusters Score -193661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -193664.703125 Penalty: 3652.501221
	Iteration 9Q: 3 clusters Score -193664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193670.312500 Penalty: 3652.501221
	Iteration 10Q: 3 clusters Score -193670.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -193677.593750 Penalty: 3652.501221
	Iteration 11Q: 3 clusters Score -193677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193678.328125 Penalty: 3652.501221
	Iteration 12Q: 3 clusters Score -193678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -193679.062500 Penalty: 3652.501221
	Iteration 13Q: 3 clusters Score -193679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193681.375000 Penalty: 3652.501221
	Iteration 14Q: 3 clusters Score -193681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193681.375000 Penalty: 3652.501221
	Iteration 15F: 3 clusters Score -193681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (152986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152986 members 
Entering Unmasked Estep 
Score: -19250890.000000 Penalty: 2960.649170
	Iteration 0F: 2 clusters Score -1.925089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -19149848.000000 Penalty: 5921.298340
	Iteration 0F: 3 clusters Score -1.914985e+07 nChanged 73139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -19192470.000000 Penalty: 5921.298340
	Iteration 1F: 3 clusters Score -1.919247e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -19194030.000000 Penalty: 5921.298340
	Iteration 2Q: 3 clusters Score -1.919403e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -19196400.000000 Penalty: 5921.298340
	Iteration 3Q: 3 clusters Score -1.91964e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -19199768.000000 Penalty: 5921.298340
	Iteration 4Q: 3 clusters Score -1.919977e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -19205168.000000 Penalty: 5921.298340
	Iteration 5F: 3 clusters Score -1.920517e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 105810 members 
Entering Unmasked Estep 
Score: -19212408.000000 Penalty: 5921.298340
	Iteration 6F: 3 clusters Score -1.921241e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -19221094.000000 Penalty: 5921.298340
	Iteration 7F: 3 clusters Score -1.922109e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -19229176.000000 Penalty: 5921.298340
	Iteration 8F: 3 clusters Score -1.922918e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 129310 members 
Entering Unmasked Estep 
Score: -19235148.000000 Penalty: 5921.298340
	Iteration 9Q: 3 clusters Score -1.923515e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 133424 members 
Entering Unmasked Estep 
Score: -19239092.000000 Penalty: 5921.298340
	Iteration 10Q: 3 clusters Score -1.923909e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -19241638.000000 Penalty: 5921.298340
	Iteration 11Q: 3 clusters Score -1.924164e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -19243560.000000 Penalty: 5921.298340
	Iteration 12Q: 3 clusters Score -1.924356e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 139919 members 
Entering Unmasked Estep 
Score: -19244952.000000 Penalty: 5921.298340
	Iteration 13Q: 3 clusters Score -1.924495e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -19246014.000000 Penalty: 5921.298340
	Iteration 14Q: 3 clusters Score -1.924601e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -19246752.000000 Penalty: 5921.298340
	Iteration 15Q: 3 clusters Score -1.924675e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -19247364.000000 Penalty: 5921.298340
	Iteration 16Q: 3 clusters Score -1.924736e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -19247884.000000 Penalty: 5921.298340
	Iteration 17Q: 3 clusters Score -1.924788e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -19248306.000000 Penalty: 5921.298340
	Iteration 18Q: 3 clusters Score -1.924831e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -19248484.000000 Penalty: 5921.298340
	Iteration 19Q: 3 clusters Score -1.924848e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -19248674.000000 Penalty: 5921.298340
	Iteration 20F: 3 clusters Score -1.924867e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 144572 members 
Entering Unmasked Estep 
Score: -19248812.000000 Penalty: 5921.298340
	Iteration 21Q: 3 clusters Score -1.924881e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 144717 members 
Entering Unmasked Estep 
Score: -19248966.000000 Penalty: 5921.298340
	Iteration 22Q: 3 clusters Score -1.924897e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 144860 members 
Entering Unmasked Estep 
Score: -19249010.000000 Penalty: 5921.298340
	Iteration 23Q: 3 clusters Score -1.924901e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -19249054.000000 Penalty: 5921.298340
	Iteration 24Q: 3 clusters Score -1.924905e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -19249062.000000 Penalty: 5921.298340
	Iteration 25Q: 3 clusters Score -1.924906e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -19249068.000000 Penalty: 5921.298340
	Iteration 26Q: 3 clusters Score -1.924907e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -19249104.000000 Penalty: 5921.298340
	Iteration 27Q: 3 clusters Score -1.92491e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 145402 members 
Entering Unmasked Estep 
Score: -19249128.000000 Penalty: 5921.298340
	Iteration 28Q: 3 clusters Score -1.924913e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -19249116.000000 Penalty: 5921.298340
	Iteration 29Q: 3 clusters Score -1.924912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 145545 members 
Entering Unmasked Estep 
Score: -19249100.000000 Penalty: 5921.298340
	Iteration 30Q: 3 clusters Score -1.92491e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -19249080.000000 Penalty: 5921.298340
	Iteration 31Q: 3 clusters Score -1.924908e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -19249110.000000 Penalty: 5921.298340
	Iteration 32Q: 3 clusters Score -1.924911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 145731 members 
Entering Unmasked Estep 
Score: -19249108.000000 Penalty: 5921.298340
	Iteration 33Q: 3 clusters Score -1.924911e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -19249120.000000 Penalty: 5921.298340
	Iteration 34Q: 3 clusters Score -1.924912e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -19249116.000000 Penalty: 5921.298340
	Iteration 35Q: 3 clusters Score -1.924912e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 145912 members 
Entering Unmasked Estep 
Score: -19249122.000000 Penalty: 5921.298340
	Iteration 36Q: 3 clusters Score -1.924912e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 145960 members 
Entering Unmasked Estep 
Score: -19249140.000000 Penalty: 5921.298340
	Iteration 37Q: 3 clusters Score -1.924914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 145987 members 
Entering Unmasked Estep 
Score: -19249126.000000 Penalty: 5921.298340
	Iteration 38Q: 3 clusters Score -1.924913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 146014 members 
Entering Unmasked Estep 
Score: -19249136.000000 Penalty: 5921.298340
	Iteration 39Q: 3 clusters Score -1.924914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -19249124.000000 Penalty: 5921.298340
	Iteration 40F: 3 clusters Score -1.924912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -19249146.000000 Penalty: 5921.298340
	Iteration 41Q: 3 clusters Score -1.924915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -19249138.000000 Penalty: 5921.298340
	Iteration 42Q: 3 clusters Score -1.924914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -19249150.000000 Penalty: 5921.298340
	Iteration 43Q: 3 clusters Score -1.924915e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -19249134.000000 Penalty: 5921.298340
	Iteration 44Q: 3 clusters Score -1.924913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 146245 members 
Entering Unmasked Estep 
Score: -19249132.000000 Penalty: 5921.298340
	Iteration 45Q: 3 clusters Score -1.924913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -19249140.000000 Penalty: 5921.298340
	Iteration 46Q: 3 clusters Score -1.924914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 146312 members 
Entering Unmasked Estep 
Score: -19249158.000000 Penalty: 5921.298340
	Iteration 47Q: 3 clusters Score -1.924916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 146340 members 
Entering Unmasked Estep 
Score: -19249156.000000 Penalty: 5921.298340
	Iteration 48Q: 3 clusters Score -1.924916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 146378 members 
Entering Unmasked Estep 
Score: -19249156.000000 Penalty: 5921.298340
	Iteration 49Q: 3 clusters Score -1.924916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -19249146.000000 Penalty: 5921.298340
	Iteration 50Q: 3 clusters Score -1.924915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 146443 members 
Entering Unmasked Estep 
Score: -19249142.000000 Penalty: 5921.298340
	Iteration 51Q: 3 clusters Score -1.924914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 146480 members 
Entering Unmasked Estep 
Score: -19249134.000000 Penalty: 5921.298340
	Iteration 52Q: 3 clusters Score -1.924913e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -19249088.000000 Penalty: 5921.298340
	Iteration 53Q: 3 clusters Score -1.924909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -19249080.000000 Penalty: 5921.298340
	Iteration 54Q: 3 clusters Score -1.924908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -19249084.000000 Penalty: 5921.298340
	Iteration 55Q: 3 clusters Score -1.924908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -19249086.000000 Penalty: 5921.298340
	Iteration 56Q: 3 clusters Score -1.924909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -19249066.000000 Penalty: 5921.298340
	Iteration 57Q: 3 clusters Score -1.924907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -19249078.000000 Penalty: 5921.298340
	Iteration 58Q: 3 clusters Score -1.924908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -19249070.000000 Penalty: 5921.298340
	Iteration 59Q: 3 clusters Score -1.924907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -19249054.000000 Penalty: 5921.298340
	Iteration 60F: 3 clusters Score -1.924905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -19249072.000000 Penalty: 5921.298340
	Iteration 61Q: 3 clusters Score -1.924907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -19249068.000000 Penalty: 5921.298340
	Iteration 62Q: 3 clusters Score -1.924907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 146707 members 
Entering Unmasked Estep 
Score: -19249074.000000 Penalty: 5921.298340
	Iteration 63Q: 3 clusters Score -1.924907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 146713 members 
Entering Unmasked Estep 
Score: -19249054.000000 Penalty: 5921.298340
	Iteration 64Q: 3 clusters Score -1.924905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 146724 members 
Entering Unmasked Estep 
Score: -19249064.000000 Penalty: 5921.298340
	Iteration 65Q: 3 clusters Score -1.924906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 146738 members 
Entering Unmasked Estep 
Score: -19249062.000000 Penalty: 5921.298340
	Iteration 66Q: 3 clusters Score -1.924906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -19249044.000000 Penalty: 5921.298340
	Iteration 67Q: 3 clusters Score -1.924904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -19249064.000000 Penalty: 5921.298340
	Iteration 68Q: 3 clusters Score -1.924906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -19249074.000000 Penalty: 5921.298340
	Iteration 69Q: 3 clusters Score -1.924907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -19249080.000000 Penalty: 5921.298340
	Iteration 70Q: 3 clusters Score -1.924908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 146807 members 
Entering Unmasked Estep 
Score: -19249066.000000 Penalty: 5921.298340
	Iteration 71Q: 3 clusters Score -1.924907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -19249072.000000 Penalty: 5921.298340
	Iteration 72Q: 3 clusters Score -1.924907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 146825 members 
Entering Unmasked Estep 
Score: -19249076.000000 Penalty: 5921.298340
	Iteration 73Q: 3 clusters Score -1.924908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -19249080.000000 Penalty: 5921.298340
	Iteration 74Q: 3 clusters Score -1.924908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 146836 members 
Entering Unmasked Estep 
Score: -19249096.000000 Penalty: 5921.298340
	Iteration 75Q: 3 clusters Score -1.92491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -19249102.000000 Penalty: 5921.298340
	Iteration 76Q: 3 clusters Score -1.92491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 146842 members 
Entering Unmasked Estep 
Score: -19249110.000000 Penalty: 5921.298340
	Iteration 77Q: 3 clusters Score -1.924911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 146843 members 
Entering Unmasked Estep 
Score: -19249110.000000 Penalty: 5921.298340
	Iteration 78Q: 3 clusters Score -1.924911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 146843 members 
Entering Unmasked Estep 
Score: -19249110.000000 Penalty: 5921.298340
	Iteration 79F: 3 clusters Score -1.924911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Entering Unmasked Estep 
Score: -20077210.000000 Penalty: 2971.947510
	Iteration 0F: 2 clusters Score -2.007721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -19970932.000000 Penalty: 5943.895020
	Iteration 0F: 3 clusters Score -1.997093e+07 nChanged 77080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -20015244.000000 Penalty: 5943.895020
	Iteration 1F: 3 clusters Score -2.001524e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -20015814.000000 Penalty: 5943.895020
	Iteration 2Q: 3 clusters Score -2.001581e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -20016448.000000 Penalty: 5943.895020
	Iteration 3Q: 3 clusters Score -2.001645e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -20017348.000000 Penalty: 5943.895020
	Iteration 4Q: 3 clusters Score -2.001735e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -20018886.000000 Penalty: 5943.895020
	Iteration 5Q: 3 clusters Score -2.001889e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -20021498.000000 Penalty: 5943.895020
	Iteration 6Q: 3 clusters Score -2.00215e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -20025636.000000 Penalty: 5943.895020
	Iteration 7Q: 3 clusters Score -2.002564e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -20031546.000000 Penalty: 5943.895020
	Iteration 8F: 3 clusters Score -2.003155e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -20038552.000000 Penalty: 5943.895020
	Iteration 9F: 3 clusters Score -2.003855e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -20045928.000000 Penalty: 5943.895020
	Iteration 10F: 3 clusters Score -2.004593e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -20052146.000000 Penalty: 5943.895020
	Iteration 11F: 3 clusters Score -2.005215e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123538 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -20056654.000000 Penalty: 5943.895020
	Iteration 12Q: 3 clusters Score -2.005665e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -20059852.000000 Penalty: 5943.895020
	Iteration 13Q: 3 clusters Score -2.005985e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -20062128.000000 Penalty: 5943.895020
	Iteration 14Q: 3 clusters Score -2.006213e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132312 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -20063544.000000 Penalty: 5943.895020
	Iteration 15Q: 3 clusters Score -2.006354e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134785 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -20064774.000000 Penalty: 5943.895020
	Iteration 16Q: 3 clusters Score -2.006477e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -20065958.000000 Penalty: 5943.895020
	Iteration 17Q: 3 clusters Score -2.006596e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139912 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -20066986.000000 Penalty: 5943.895020
	Iteration 18Q: 3 clusters Score -2.006699e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -20068036.000000 Penalty: 5943.895020
	Iteration 19Q: 3 clusters Score -2.006804e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -20068912.000000 Penalty: 5943.895020
	Iteration 20F: 3 clusters Score -2.006891e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146817 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -20069852.000000 Penalty: 5943.895020
	Iteration 21Q: 3 clusters Score -2.006985e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -20070690.000000 Penalty: 5943.895020
	Iteration 22Q: 3 clusters Score -2.007069e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150585 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -20071354.000000 Penalty: 5943.895020
	Iteration 23Q: 3 clusters Score -2.007135e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152169 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -20072080.000000 Penalty: 5943.895020
	Iteration 24Q: 3 clusters Score -2.007208e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -20072614.000000 Penalty: 5943.895020
	Iteration 25Q: 3 clusters Score -2.007261e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -20073032.000000 Penalty: 5943.895020
	Iteration 26Q: 3 clusters Score -2.007303e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -20073370.000000 Penalty: 5943.895020
	Iteration 27Q: 3 clusters Score -2.007337e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20073662.000000 Penalty: 5943.895020
	Iteration 28Q: 3 clusters Score -2.007366e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -20073884.000000 Penalty: 5943.895020
	Iteration 29Q: 3 clusters Score -2.007388e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -20074014.000000 Penalty: 5943.895020
	Iteration 30Q: 3 clusters Score -2.007401e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157937 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -20074136.000000 Penalty: 5943.895020
	Iteration 31Q: 3 clusters Score -2.007414e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20074266.000000 Penalty: 5943.895020
	Iteration 32Q: 3 clusters Score -2.007427e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20074368.000000 Penalty: 5943.895020
	Iteration 33Q: 3 clusters Score -2.007437e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20074436.000000 Penalty: 5943.895020
	Iteration 34Q: 3 clusters Score -2.007444e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20074504.000000 Penalty: 5943.895020
	Iteration 35Q: 3 clusters Score -2.00745e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20074576.000000 Penalty: 5943.895020
	Iteration 36Q: 3 clusters Score -2.007458e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158925 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20074598.000000 Penalty: 5943.895020
	Iteration 37Q: 3 clusters Score -2.00746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158990 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20074634.000000 Penalty: 5943.895020
	Iteration 38Q: 3 clusters Score -2.007463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20074644.000000 Penalty: 5943.895020
	Iteration 39Q: 3 clusters Score -2.007464e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20074666.000000 Penalty: 5943.895020
	Iteration 40F: 3 clusters Score -2.007467e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159131 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20074690.000000 Penalty: 5943.895020
	Iteration 41Q: 3 clusters Score -2.007469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159174 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20074696.000000 Penalty: 5943.895020
	Iteration 42Q: 3 clusters Score -2.00747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20074694.000000 Penalty: 5943.895020
	Iteration 43Q: 3 clusters Score -2.007469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20074702.000000 Penalty: 5943.895020
	Iteration 44Q: 3 clusters Score -2.00747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159243 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20074708.000000 Penalty: 5943.895020
	Iteration 45Q: 3 clusters Score -2.007471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159269 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20074720.000000 Penalty: 5943.895020
	Iteration 46Q: 3 clusters Score -2.007472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20074754.000000 Penalty: 5943.895020
	Iteration 47Q: 3 clusters Score -2.007475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20074772.000000 Penalty: 5943.895020
	Iteration 48Q: 3 clusters Score -2.007477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -20074790.000000 Penalty: 5943.895020
	Iteration 49Q: 3 clusters Score -2.007479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159325 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20074778.000000 Penalty: 5943.895020
	Iteration 50Q: 3 clusters Score -2.007478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159334 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -20074788.000000 Penalty: 5943.895020
	Iteration 51Q: 3 clusters Score -2.007479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159342 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -20074800.000000 Penalty: 5943.895020
	Iteration 52Q: 3 clusters Score -2.00748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20074808.000000 Penalty: 5943.895020
	Iteration 53Q: 3 clusters Score -2.007481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -20074816.000000 Penalty: 5943.895020
	Iteration 54Q: 3 clusters Score -2.007482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -20074816.000000 Penalty: 5943.895020
	Iteration 55Q: 3 clusters Score -2.007482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -20074804.000000 Penalty: 5943.895020
	Iteration 56Q: 3 clusters Score -2.00748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -20074802.000000 Penalty: 5943.895020
	Iteration 57Q: 3 clusters Score -2.00748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -20074808.000000 Penalty: 5943.895020
	Iteration 58Q: 3 clusters Score -2.007481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20074822.000000 Penalty: 5943.895020
	Iteration 59Q: 3 clusters Score -2.007482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20074818.000000 Penalty: 5943.895020
	Iteration 60F: 3 clusters Score -2.007482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20074818.000000 Penalty: 5943.895020
	Iteration 61Q: 3 clusters Score -2.007482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -20074804.000000 Penalty: 5943.895020
	Iteration 62Q: 3 clusters Score -2.00748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20074808.000000 Penalty: 5943.895020
	Iteration 63Q: 3 clusters Score -2.007481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20074804.000000 Penalty: 5943.895020
	Iteration 64Q: 3 clusters Score -2.00748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -20074818.000000 Penalty: 5943.895020
	Iteration 65Q: 3 clusters Score -2.007482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20074820.000000 Penalty: 5943.895020
	Iteration 66Q: 3 clusters Score -2.007482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20074834.000000 Penalty: 5943.895020
	Iteration 67Q: 3 clusters Score -2.007483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20074830.000000 Penalty: 5943.895020
	Iteration 68Q: 3 clusters Score -2.007483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20074830.000000 Penalty: 5943.895020
	Iteration 69Q: 3 clusters Score -2.007483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20074830.000000 Penalty: 5943.895020
	Iteration 70F: 3 clusters Score -2.007483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 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 286 members 
Entering Unmasked Estep 
Score: -72125.390625 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72125.39 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72270.859375 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72270.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72334.000000 Penalty: 3180.261963
	Iteration 2Q: 3 clusters Score -72334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72358.953125 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72358.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72370.101562 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72374.773438 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72374.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72379.320312 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72379.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72384.773438 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72384.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72394.218750 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72394.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72394.773438 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -72394.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72396.656250 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -72396.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72397.593750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -72397.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72397.593750 Penalty: 3180.261963
	Iteration 12F: 3 clusters Score -72397.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Entering Unmasked Estep 
Score: -10327517.000000 Penalty: 2813.537354
	Iteration 0F: 2 clusters Score -1.032752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -10271146.000000 Penalty: 5627.074707
	Iteration 0F: 3 clusters Score -1.027115e+07 nChanged 39778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -10293567.000000 Penalty: 5627.074707
	Iteration 1F: 3 clusters Score -1.029357e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -10294118.000000 Penalty: 5627.074707
	Iteration 2Q: 3 clusters Score -1.029412e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -10294740.000000 Penalty: 5627.074707
	Iteration 3Q: 3 clusters Score -1.029474e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -10295381.000000 Penalty: 5627.074707
	Iteration 4Q: 3 clusters Score -1.029538e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -10296181.000000 Penalty: 5627.074707
	Iteration 5Q: 3 clusters Score -1.029618e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -10297036.000000 Penalty: 5627.074707
	Iteration 6Q: 3 clusters Score -1.029704e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -10298192.000000 Penalty: 5627.074707
	Iteration 7Q: 3 clusters Score -1.029819e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -10299592.000000 Penalty: 5627.074707
	Iteration 8Q: 3 clusters Score -1.029959e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -10301311.000000 Penalty: 5627.074707
	Iteration 9Q: 3 clusters Score -1.030131e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -10303256.000000 Penalty: 5627.074707
	Iteration 10Q: 3 clusters Score -1.030326e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -10305096.000000 Penalty: 5627.074707
	Iteration 11Q: 3 clusters Score -1.03051e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -10306795.000000 Penalty: 5627.074707
	Iteration 12Q: 3 clusters Score -1.03068e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -10307946.000000 Penalty: 5627.074707
	Iteration 13Q: 3 clusters Score -1.030795e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -10308763.000000 Penalty: 5627.074707
	Iteration 14Q: 3 clusters Score -1.030876e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -10309313.000000 Penalty: 5627.074707
	Iteration 15Q: 3 clusters Score -1.030931e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -10309784.000000 Penalty: 5627.074707
	Iteration 16Q: 3 clusters Score -1.030978e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -10310293.000000 Penalty: 5627.074707
	Iteration 17Q: 3 clusters Score -1.031029e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -10310782.000000 Penalty: 5627.074707
	Iteration 18Q: 3 clusters Score -1.031078e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -10311179.000000 Penalty: 5627.074707
	Iteration 19Q: 3 clusters Score -1.031118e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -10311757.000000 Penalty: 5627.074707
	Iteration 20F: 3 clusters Score -1.031176e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -10312261.000000 Penalty: 5627.074707
	Iteration 21Q: 3 clusters Score -1.031226e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -10312838.000000 Penalty: 5627.074707
	Iteration 22Q: 3 clusters Score -1.031284e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -10313420.000000 Penalty: 5627.074707
	Iteration 23Q: 3 clusters Score -1.031342e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -10314056.000000 Penalty: 5627.074707
	Iteration 24Q: 3 clusters Score -1.031406e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -10314727.000000 Penalty: 5627.074707
	Iteration 25Q: 3 clusters Score -1.031473e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -10315374.000000 Penalty: 5627.074707
	Iteration 26Q: 3 clusters Score -1.031537e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -10316154.000000 Penalty: 5627.074707
	Iteration 27Q: 3 clusters Score -1.031615e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -10316986.000000 Penalty: 5627.074707
	Iteration 28Q: 3 clusters Score -1.031699e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -10317947.000000 Penalty: 5627.074707
	Iteration 29Q: 3 clusters Score -1.031795e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -10319019.000000 Penalty: 5627.074707
	Iteration 30Q: 3 clusters Score -1.031902e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -10320060.000000 Penalty: 5627.074707
	Iteration 31Q: 3 clusters Score -1.032006e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -10321060.000000 Penalty: 5627.074707
	Iteration 32Q: 3 clusters Score -1.032106e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -10322110.000000 Penalty: 5627.074707
	Iteration 33Q: 3 clusters Score -1.032211e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -10322925.000000 Penalty: 5627.074707
	Iteration 34Q: 3 clusters Score -1.032292e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -10323579.000000 Penalty: 5627.074707
	Iteration 35Q: 3 clusters Score -1.032358e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10324074.000000 Penalty: 5627.074707
	Iteration 36Q: 3 clusters Score -1.032407e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -10324445.000000 Penalty: 5627.074707
	Iteration 37Q: 3 clusters Score -1.032444e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10324686.000000 Penalty: 5627.074707
	Iteration 38Q: 3 clusters Score -1.032469e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -10324870.000000 Penalty: 5627.074707
	Iteration 39Q: 3 clusters Score -1.032487e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -10325001.000000 Penalty: 5627.074707
	Iteration 40F: 3 clusters Score -1.0325e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -10325168.000000 Penalty: 5627.074707
	Iteration 41Q: 3 clusters Score -1.032517e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10325217.000000 Penalty: 5627.074707
	Iteration 42Q: 3 clusters Score -1.032522e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10325301.000000 Penalty: 5627.074707
	Iteration 43Q: 3 clusters Score -1.03253e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10325366.000000 Penalty: 5627.074707
	Iteration 44Q: 3 clusters Score -1.032537e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10325424.000000 Penalty: 5627.074707
	Iteration 45Q: 3 clusters Score -1.032542e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -10325474.000000 Penalty: 5627.074707
	Iteration 46Q: 3 clusters Score -1.032547e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -10325492.000000 Penalty: 5627.074707
	Iteration 47Q: 3 clusters Score -1.032549e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10325512.000000 Penalty: 5627.074707
	Iteration 48Q: 3 clusters Score -1.032551e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -10325543.000000 Penalty: 5627.074707
	Iteration 49Q: 3 clusters Score -1.032554e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -10325597.000000 Penalty: 5627.074707
	Iteration 50Q: 3 clusters Score -1.03256e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -10325591.000000 Penalty: 5627.074707
	Iteration 51Q: 3 clusters Score -1.032559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -10325597.000000 Penalty: 5627.074707
	Iteration 52Q: 3 clusters Score -1.03256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -10325628.000000 Penalty: 5627.074707
	Iteration 53Q: 3 clusters Score -1.032563e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -10325620.000000 Penalty: 5627.074707
	Iteration 54Q: 3 clusters Score -1.032562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10325623.000000 Penalty: 5627.074707
	Iteration 55Q: 3 clusters Score -1.032562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -10325629.000000 Penalty: 5627.074707
	Iteration 56Q: 3 clusters Score -1.032563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10325646.000000 Penalty: 5627.074707
	Iteration 57Q: 3 clusters Score -1.032565e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -10325662.000000 Penalty: 5627.074707
	Iteration 58Q: 3 clusters Score -1.032566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10325675.000000 Penalty: 5627.074707
	Iteration 59Q: 3 clusters Score -1.032568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10325679.000000 Penalty: 5627.074707
	Iteration 60F: 3 clusters Score -1.032568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -10325678.000000 Penalty: 5627.074707
	Iteration 61Q: 3 clusters Score -1.032568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10325660.000000 Penalty: 5627.074707
	Iteration 62Q: 3 clusters Score -1.032566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10325669.000000 Penalty: 5627.074707
	Iteration 63Q: 3 clusters Score -1.032567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -10325674.000000 Penalty: 5627.074707
	Iteration 64Q: 3 clusters Score -1.032567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10325675.000000 Penalty: 5627.074707
	Iteration 65Q: 3 clusters Score -1.032568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -10325669.000000 Penalty: 5627.074707
	Iteration 66Q: 3 clusters Score -1.032567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10325676.000000 Penalty: 5627.074707
	Iteration 67Q: 3 clusters Score -1.032568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -10325683.000000 Penalty: 5627.074707
	Iteration 68Q: 3 clusters Score -1.032568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10325687.000000 Penalty: 5627.074707
	Iteration 69Q: 3 clusters Score -1.032569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10325685.000000 Penalty: 5627.074707
	Iteration 70Q: 3 clusters Score -1.032568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -10325678.000000 Penalty: 5627.074707
	Iteration 71Q: 3 clusters Score -1.032568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10325681.000000 Penalty: 5627.074707
	Iteration 72Q: 3 clusters Score -1.032568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10325676.000000 Penalty: 5627.074707
	Iteration 73Q: 3 clusters Score -1.032568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10325676.000000 Penalty: 5627.074707
	Iteration 74F: 3 clusters Score -1.032568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 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 101 members 
Entering Unmasked Estep 
Score: -17401.843750 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17401.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17442.898438 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -17442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17457.863281 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17457.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17462.562500 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17462.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17467.050781 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -17467.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17469.140625 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -17469.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17469.140625 Penalty: 2594.629883
	Iteration 6F: 3 clusters Score -17469.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -126819.687500 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -126819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124857.554688 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -124857.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125168.492188 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -125168.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125303.562500 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -125303.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125439.046875 Penalty: 3465.795166
	Iteration 3F: 3 clusters Score -125439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125604.085938 Penalty: 3465.795166
	Iteration 4F: 3 clusters Score -125604.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125745.359375 Penalty: 3465.795166
	Iteration 5F: 3 clusters Score -125745.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125871.789062 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -125871.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -126004.906250 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -126004.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -126107.359375 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -126107.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126168.031250 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -126168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -126214.460938 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -126214.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -126237.875000 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -126237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -126248.273438 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -126248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -126249.929688 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -126249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -126274.117188 Penalty: 3465.795166
	Iteration 14F: 3 clusters Score -126274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -126324.312500 Penalty: 3465.795166
	Iteration 15Q: 3 clusters Score -126324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -126350.640625 Penalty: 3465.795166
	Iteration 16Q: 3 clusters Score -126350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -126360.765625 Penalty: 3465.795166
	Iteration 17Q: 3 clusters Score -126360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -126361.531250 Penalty: 3465.795166
	Iteration 18F: 3 clusters Score -126361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -126369.257812 Penalty: 3465.795166
	Iteration 19Q: 3 clusters Score -126369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -126390.976562 Penalty: 3465.795166
	Iteration 20F: 3 clusters Score -126391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126421.414062 Penalty: 3465.795166
	Iteration 21Q: 3 clusters Score -126421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -126435.367188 Penalty: 3465.795166
	Iteration 22Q: 3 clusters Score -126435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -126444.515625 Penalty: 3465.795166
	Iteration 23Q: 3 clusters Score -126444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126450.976562 Penalty: 3465.795166
	Iteration 24Q: 3 clusters Score -126451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126458.117188 Penalty: 3465.795166
	Iteration 25Q: 3 clusters Score -126458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -126461.867188 Penalty: 3465.795166
	Iteration 26Q: 3 clusters Score -126461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126468.367188 Penalty: 3465.795166
	Iteration 27Q: 3 clusters Score -126468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126470.632812 Penalty: 3465.795166
	Iteration 28Q: 3 clusters Score -126470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126470.632812 Penalty: 3465.795166
	Iteration 29F: 3 clusters Score -126470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -86099.914062 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -86099.91 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 404 members 
Entering Unmasked Estep 
Score: -84338.226562 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -84338.23 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84561.890625 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -84561.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84657.445312 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -84657.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84776.601562 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -84776.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84920.945312 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -84920.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85091.820312 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -85091.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85320.156250 Penalty: 3299.820068
	Iteration 6F: 3 clusters Score -85320.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85634.445312 Penalty: 3299.820068
	Iteration 7F: 3 clusters Score -85634.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86023.359375 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -86023.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86160.500000 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -86160.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86232.843750 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -86232.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86294.710938 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -86294.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86322.070312 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -86322.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86333.437500 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -86333.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86342.460938 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -86342.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86354.687500 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -86354.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86357.070312 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -86357.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86358.812500 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -86358.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86358.812500 Penalty: 3299.820068
	Iteration 18F: 3 clusters Score -86358.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 149726 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152986 members 
Mstep: Class 6 contains 160117 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84534 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 371 members 
Mstep: Class 15 contains 157304 members 
Mstep: Class 16 contains 13781 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 83887 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 28776 members 
Mstep: Class 23 contains 4145 members 
Entering Unmasked Estep 
Score: -105728808.000000 Penalty: 74535.210938
Splitting cluster 11 changes total score from -105730336.000000 to -105728808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Entering Unmasked Estep 
Score: -1098385.125000 Penalty: 2263.512695
	Iteration 0F: 2 clusters Score -1098385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1091187.750000 Penalty: 4527.025391
	Iteration 0F: 3 clusters Score -1091188 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1093304.250000 Penalty: 4527.025391
	Iteration 1F: 3 clusters Score -1093304 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1093836.125000 Penalty: 4527.025391
	Iteration 2F: 3 clusters Score -1093836 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1094431.000000 Penalty: 4527.025391
	Iteration 3F: 3 clusters Score -1094431 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1095075.625000 Penalty: 4527.025391
	Iteration 4F: 3 clusters Score -1095076 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1095680.750000 Penalty: 4527.025391
	Iteration 5F: 3 clusters Score -1095681 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1096183.875000 Penalty: 4527.025391
	Iteration 6F: 3 clusters Score -1096184 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1096588.125000 Penalty: 4527.025391
	Iteration 7F: 3 clusters Score -1096588 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1096853.625000 Penalty: 4527.025391
	Iteration 8Q: 3 clusters Score -1096854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1096976.875000 Penalty: 4527.025391
	Iteration 9Q: 3 clusters Score -1096977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1097060.875000 Penalty: 4527.025391
	Iteration 10Q: 3 clusters Score -1097061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1097111.250000 Penalty: 4527.025391
	Iteration 11Q: 3 clusters Score -1097111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1097152.500000 Penalty: 4527.025391
	Iteration 12Q: 3 clusters Score -1097152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1097184.375000 Penalty: 4527.025391
	Iteration 13Q: 3 clusters Score -1097184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1097211.875000 Penalty: 4527.025391
	Iteration 14Q: 3 clusters Score -1097212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1097237.625000 Penalty: 4527.025391
	Iteration 15Q: 3 clusters Score -1097238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1097258.500000 Penalty: 4527.025391
	Iteration 16Q: 3 clusters Score -1097258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1097281.125000 Penalty: 4527.025391
	Iteration 17Q: 3 clusters Score -1097281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1097312.375000 Penalty: 4527.025391
	Iteration 18Q: 3 clusters Score -1097312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1097361.500000 Penalty: 4527.025391
	Iteration 19Q: 3 clusters Score -1097362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1097403.625000 Penalty: 4527.025391
	Iteration 20F: 3 clusters Score -1097404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1097414.875000 Penalty: 4527.025391
	Iteration 21Q: 3 clusters Score -1097415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1097423.875000 Penalty: 4527.025391
	Iteration 22Q: 3 clusters Score -1097424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1097431.750000 Penalty: 4527.025391
	Iteration 23Q: 3 clusters Score -1097432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1097441.250000 Penalty: 4527.025391
	Iteration 24Q: 3 clusters Score -1097441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1097442.500000 Penalty: 4527.025391
	Iteration 25Q: 3 clusters Score -1097442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1097442.750000 Penalty: 4527.025391
	Iteration 26Q: 3 clusters Score -1097443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1097442.500000 Penalty: 4527.025391
	Iteration 27Q: 3 clusters Score -1097442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1097442.875000 Penalty: 4527.025391
	Iteration 28Q: 3 clusters Score -1097443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1097443.375000 Penalty: 4527.025391
	Iteration 29Q: 3 clusters Score -1097443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1097445.125000 Penalty: 4527.025391
	Iteration 30Q: 3 clusters Score -1097445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1097443.875000 Penalty: 4527.025391
	Iteration 31Q: 3 clusters Score -1097444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1097447.375000 Penalty: 4527.025391
	Iteration 32Q: 3 clusters Score -1097447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1097446.500000 Penalty: 4527.025391
	Iteration 33Q: 3 clusters Score -1097446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1097446.500000 Penalty: 4527.025391
	Iteration 34F: 3 clusters Score -1097446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -121179.585938 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -121179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119203.648438 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -119203.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119792.531250 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -119792.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120299.656250 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -120299.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120926.945312 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -120926.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121327.210938 Penalty: 3503.696289
	Iteration 4F: 3 clusters Score -121327.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121517.312500 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -121517.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121667.890625 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -121667.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -121748.570312 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -121748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121785.796875 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -121785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121808.179688 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -121808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121817.171875 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -121817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121827.125000 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -121827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121830.101562 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -121830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121837.921875 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -121837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121876.835938 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -121876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121998.992188 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -121999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -122264.531250 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -122264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -122335.171875 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -122335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -122337.515625 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -122337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122338.351562 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -122338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122338.351562 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -122338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 149726 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152986 members 
Mstep: Class 6 contains 160117 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84534 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 680 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 157304 members 
Mstep: Class 16 contains 13781 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 83887 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 28776 members 
Mstep: Class 23 contains 4145 members 
Entering Unmasked Estep 
Score: -105729920.000000 Penalty: 74535.210938
Splitting cluster 13 changes total score from -105730336.000000 to -105729920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (157304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Entering Unmasked Estep 
Score: -19770264.000000 Penalty: 2967.552002
	Iteration 0F: 2 clusters Score -1.977026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -19665584.000000 Penalty: 5935.104004
	Iteration 0F: 3 clusters Score -1.966558e+07 nChanged 75277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -19709462.000000 Penalty: 5935.104004
	Iteration 1F: 3 clusters Score -1.970946e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -19711262.000000 Penalty: 5935.104004
	Iteration 2Q: 3 clusters Score -1.971126e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -19714170.000000 Penalty: 5935.104004
	Iteration 3Q: 3 clusters Score -1.971417e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -19719202.000000 Penalty: 5935.104004
	Iteration 4F: 3 clusters Score -1.97192e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -19727234.000000 Penalty: 5935.104004
	Iteration 5F: 3 clusters Score -1.972723e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -19738304.000000 Penalty: 5935.104004
	Iteration 6F: 3 clusters Score -1.97383e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -19750120.000000 Penalty: 5935.104004
	Iteration 7F: 3 clusters Score -1.975012e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -19757024.000000 Penalty: 5935.104004
	Iteration 8F: 3 clusters Score -1.975702e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -19759688.000000 Penalty: 5935.104004
	Iteration 9Q: 3 clusters Score -1.975969e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -19761080.000000 Penalty: 5935.104004
	Iteration 10Q: 3 clusters Score -1.976108e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -19762072.000000 Penalty: 5935.104004
	Iteration 11Q: 3 clusters Score -1.976207e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 120390 members 
Entering Unmasked Estep 
Score: -19762868.000000 Penalty: 5935.104004
	Iteration 12Q: 3 clusters Score -1.976287e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -19763436.000000 Penalty: 5935.104004
	Iteration 13Q: 3 clusters Score -1.976344e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -19763984.000000 Penalty: 5935.104004
	Iteration 14Q: 3 clusters Score -1.976398e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 124529 members 
Entering Unmasked Estep 
Score: -19764370.000000 Penalty: 5935.104004
	Iteration 15Q: 3 clusters Score -1.976437e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -19764694.000000 Penalty: 5935.104004
	Iteration 16Q: 3 clusters Score -1.976469e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -19764950.000000 Penalty: 5935.104004
	Iteration 17Q: 3 clusters Score -1.976495e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 127914 members 
Entering Unmasked Estep 
Score: -19765222.000000 Penalty: 5935.104004
	Iteration 18Q: 3 clusters Score -1.976522e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 128951 members 
Entering Unmasked Estep 
Score: -19765374.000000 Penalty: 5935.104004
	Iteration 19Q: 3 clusters Score -1.976537e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 129973 members 
Entering Unmasked Estep 
Score: -19765512.000000 Penalty: 5935.104004
	Iteration 20F: 3 clusters Score -1.976551e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -19765672.000000 Penalty: 5935.104004
	Iteration 21Q: 3 clusters Score -1.976567e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -19765716.000000 Penalty: 5935.104004
	Iteration 22Q: 3 clusters Score -1.976572e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -19765966.000000 Penalty: 5935.104004
	Iteration 23Q: 3 clusters Score -1.976597e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -19766174.000000 Penalty: 5935.104004
	Iteration 24Q: 3 clusters Score -1.976617e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -19766324.000000 Penalty: 5935.104004
	Iteration 25Q: 3 clusters Score -1.976632e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 135581 members 
Entering Unmasked Estep 
Score: -19766484.000000 Penalty: 5935.104004
	Iteration 26Q: 3 clusters Score -1.976648e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -19766668.000000 Penalty: 5935.104004
	Iteration 27Q: 3 clusters Score -1.976667e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 137318 members 
Entering Unmasked Estep 
Score: -19766866.000000 Penalty: 5935.104004
	Iteration 28Q: 3 clusters Score -1.976687e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 138118 members 
Entering Unmasked Estep 
Score: -19766966.000000 Penalty: 5935.104004
	Iteration 29Q: 3 clusters Score -1.976697e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -19767108.000000 Penalty: 5935.104004
	Iteration 30Q: 3 clusters Score -1.976711e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 139547 members 
Entering Unmasked Estep 
Score: -19767232.000000 Penalty: 5935.104004
	Iteration 31Q: 3 clusters Score -1.976723e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -19767286.000000 Penalty: 5935.104004
	Iteration 32Q: 3 clusters Score -1.976729e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 140808 members 
Entering Unmasked Estep 
Score: -19767400.000000 Penalty: 5935.104004
	Iteration 33Q: 3 clusters Score -1.97674e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 141390 members 
Entering Unmasked Estep 
Score: -19767492.000000 Penalty: 5935.104004
	Iteration 34Q: 3 clusters Score -1.976749e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -19767576.000000 Penalty: 5935.104004
	Iteration 35Q: 3 clusters Score -1.976758e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -19767580.000000 Penalty: 5935.104004
	Iteration 36Q: 3 clusters Score -1.976758e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -19767680.000000 Penalty: 5935.104004
	Iteration 37Q: 3 clusters Score -1.976768e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -19767688.000000 Penalty: 5935.104004
	Iteration 38Q: 3 clusters Score -1.976769e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -19767782.000000 Penalty: 5935.104004
	Iteration 39Q: 3 clusters Score -1.976778e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 144445 members 
Entering Unmasked Estep 
Score: -19767840.000000 Penalty: 5935.104004
	Iteration 40F: 3 clusters Score -1.976784e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 144900 members 
Entering Unmasked Estep 
Score: -19767916.000000 Penalty: 5935.104004
	Iteration 41Q: 3 clusters Score -1.976792e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 145317 members 
Entering Unmasked Estep 
Score: -19768004.000000 Penalty: 5935.104004
	Iteration 42Q: 3 clusters Score -1.9768e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -19768010.000000 Penalty: 5935.104004
	Iteration 43Q: 3 clusters Score -1.976801e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 146126 members 
Entering Unmasked Estep 
Score: -19768102.000000 Penalty: 5935.104004
	Iteration 44Q: 3 clusters Score -1.97681e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -19768156.000000 Penalty: 5935.104004
	Iteration 45Q: 3 clusters Score -1.976816e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -19768196.000000 Penalty: 5935.104004
	Iteration 46Q: 3 clusters Score -1.97682e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -19768266.000000 Penalty: 5935.104004
	Iteration 47Q: 3 clusters Score -1.976827e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -19768330.000000 Penalty: 5935.104004
	Iteration 48Q: 3 clusters Score -1.976833e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -19768392.000000 Penalty: 5935.104004
	Iteration 49Q: 3 clusters Score -1.976839e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 148334 members 
Entering Unmasked Estep 
Score: -19768416.000000 Penalty: 5935.104004
	Iteration 50Q: 3 clusters Score -1.976842e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -19768374.000000 Penalty: 5935.104004
	Iteration 51Q: 3 clusters Score -1.976837e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -19768430.000000 Penalty: 5935.104004
	Iteration 52Q: 3 clusters Score -1.976843e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 149347 members 
Entering Unmasked Estep 
Score: -19768434.000000 Penalty: 5935.104004
	Iteration 53Q: 3 clusters Score -1.976843e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -19768462.000000 Penalty: 5935.104004
	Iteration 54Q: 3 clusters Score -1.976846e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 149936 members 
Entering Unmasked Estep 
Score: -19768548.000000 Penalty: 5935.104004
	Iteration 55Q: 3 clusters Score -1.976855e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -19768654.000000 Penalty: 5935.104004
	Iteration 56Q: 3 clusters Score -1.976865e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 150487 members 
Entering Unmasked Estep 
Score: -19768600.000000 Penalty: 5935.104004
	Iteration 57Q: 3 clusters Score -1.97686e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -19768660.000000 Penalty: 5935.104004
	Iteration 58Q: 3 clusters Score -1.976866e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -19768654.000000 Penalty: 5935.104004
	Iteration 59Q: 3 clusters Score -1.976865e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 151072 members 
Entering Unmasked Estep 
Score: -19768636.000000 Penalty: 5935.104004
	Iteration 60F: 3 clusters Score -1.976864e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -19768638.000000 Penalty: 5935.104004
	Iteration 61Q: 3 clusters Score -1.976864e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 151385 members 
Entering Unmasked Estep 
Score: -19768596.000000 Penalty: 5935.104004
	Iteration 62Q: 3 clusters Score -1.97686e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -19768578.000000 Penalty: 5935.104004
	Iteration 63Q: 3 clusters Score -1.976858e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 151661 members 
Entering Unmasked Estep 
Score: -19768592.000000 Penalty: 5935.104004
	Iteration 64Q: 3 clusters Score -1.976859e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -19768598.000000 Penalty: 5935.104004
	Iteration 65Q: 3 clusters Score -1.97686e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -19768632.000000 Penalty: 5935.104004
	Iteration 66Q: 3 clusters Score -1.976863e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -19768602.000000 Penalty: 5935.104004
	Iteration 67Q: 3 clusters Score -1.97686e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -19768588.000000 Penalty: 5935.104004
	Iteration 68Q: 3 clusters Score -1.976859e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -19768576.000000 Penalty: 5935.104004
	Iteration 69Q: 3 clusters Score -1.976858e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 152424 members 
Entering Unmasked Estep 
Score: -19768564.000000 Penalty: 5935.104004
	Iteration 70Q: 3 clusters Score -1.976856e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -19768546.000000 Penalty: 5935.104004
	Iteration 71Q: 3 clusters Score -1.976855e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 152624 members 
Entering Unmasked Estep 
Score: -19768576.000000 Penalty: 5935.104004
	Iteration 72Q: 3 clusters Score -1.976858e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -19768558.000000 Penalty: 5935.104004
	Iteration 73Q: 3 clusters Score -1.976856e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 152817 members 
Entering Unmasked Estep 
Score: -19768552.000000 Penalty: 5935.104004
	Iteration 74Q: 3 clusters Score -1.976855e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -19768550.000000 Penalty: 5935.104004
	Iteration 75Q: 3 clusters Score -1.976855e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 152997 members 
Entering Unmasked Estep 
Score: -19768572.000000 Penalty: 5935.104004
	Iteration 76Q: 3 clusters Score -1.976857e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 153075 members 
Entering Unmasked Estep 
Score: -19768604.000000 Penalty: 5935.104004
	Iteration 77Q: 3 clusters Score -1.97686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 153129 members 
Entering Unmasked Estep 
Score: -19768590.000000 Penalty: 5935.104004
	Iteration 78Q: 3 clusters Score -1.976859e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 153176 members 
Entering Unmasked Estep 
Score: -19768582.000000 Penalty: 5935.104004
	Iteration 79Q: 3 clusters Score -1.976858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 153211 members 
Entering Unmasked Estep 
Score: -19768572.000000 Penalty: 5935.104004
	Iteration 80F: 3 clusters Score -1.976857e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -19768576.000000 Penalty: 5935.104004
	Iteration 81Q: 3 clusters Score -1.976858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 153327 members 
Entering Unmasked Estep 
Score: -19768562.000000 Penalty: 5935.104004
	Iteration 82Q: 3 clusters Score -1.976856e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -19768582.000000 Penalty: 5935.104004
	Iteration 83Q: 3 clusters Score -1.976858e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 153433 members 
Entering Unmasked Estep 
Score: -19768578.000000 Penalty: 5935.104004
	Iteration 84Q: 3 clusters Score -1.976858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 153477 members 
Entering Unmasked Estep 
Score: -19768548.000000 Penalty: 5935.104004
	Iteration 85Q: 3 clusters Score -1.976855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -19768524.000000 Penalty: 5935.104004
	Iteration 86Q: 3 clusters Score -1.976852e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -19768546.000000 Penalty: 5935.104004
	Iteration 87Q: 3 clusters Score -1.976855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -19768534.000000 Penalty: 5935.104004
	Iteration 88Q: 3 clusters Score -1.976853e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -19768530.000000 Penalty: 5935.104004
	Iteration 89Q: 3 clusters Score -1.976853e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -19768516.000000 Penalty: 5935.104004
	Iteration 90Q: 3 clusters Score -1.976852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -19768518.000000 Penalty: 5935.104004
	Iteration 91Q: 3 clusters Score -1.976852e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -19768500.000000 Penalty: 5935.104004
	Iteration 92Q: 3 clusters Score -1.97685e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -19768518.000000 Penalty: 5935.104004
	Iteration 93Q: 3 clusters Score -1.976852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -19768520.000000 Penalty: 5935.104004
	Iteration 94Q: 3 clusters Score -1.976852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -19768532.000000 Penalty: 5935.104004
	Iteration 95Q: 3 clusters Score -1.976853e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 154006 members 
Entering Unmasked Estep 
Score: -19768562.000000 Penalty: 5935.104004
	Iteration 96Q: 3 clusters Score -1.976856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -19768582.000000 Penalty: 5935.104004
	Iteration 97Q: 3 clusters Score -1.976858e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -19768580.000000 Penalty: 5935.104004
	Iteration 98Q: 3 clusters Score -1.976858e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 154169 members 
Entering Unmasked Estep 
Score: -19768560.000000 Penalty: 5935.104004
	Iteration 99Q: 3 clusters Score -1.976856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 154231 members 
Entering Unmasked Estep 
Score: -19768580.000000 Penalty: 5935.104004
	Iteration 100F: 3 clusters Score -1.976858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 154291 members 
Entering Unmasked Estep 
Score: -19768574.000000 Penalty: 5935.104004
	Iteration 101Q: 3 clusters Score -1.976857e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -19768594.000000 Penalty: 5935.104004
	Iteration 102Q: 3 clusters Score -1.976859e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 154418 members 
Entering Unmasked Estep 
Score: -19768596.000000 Penalty: 5935.104004
	Iteration 103Q: 3 clusters Score -1.97686e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -19768588.000000 Penalty: 5935.104004
	Iteration 104Q: 3 clusters Score -1.976859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -19768588.000000 Penalty: 5935.104004
	Iteration 105Q: 3 clusters Score -1.976859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -19768608.000000 Penalty: 5935.104004
	Iteration 106Q: 3 clusters Score -1.976861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 154609 members 
Entering Unmasked Estep 
Score: -19768638.000000 Penalty: 5935.104004
	Iteration 107Q: 3 clusters Score -1.976864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -19768624.000000 Penalty: 5935.104004
	Iteration 108Q: 3 clusters Score -1.976862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -19768586.000000 Penalty: 5935.104004
	Iteration 109Q: 3 clusters Score -1.976859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 154713 members 
Entering Unmasked Estep 
Score: -19768572.000000 Penalty: 5935.104004
	Iteration 110Q: 3 clusters Score -1.976857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 154740 members 
Entering Unmasked Estep 
Score: -19768572.000000 Penalty: 5935.104004
	Iteration 111Q: 3 clusters Score -1.976857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -19768574.000000 Penalty: 5935.104004
	Iteration 112Q: 3 clusters Score -1.976857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -19768588.000000 Penalty: 5935.104004
	Iteration 113Q: 3 clusters Score -1.976859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -19768588.000000 Penalty: 5935.104004
	Iteration 114Q: 3 clusters Score -1.976859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -19768584.000000 Penalty: 5935.104004
	Iteration 115Q: 3 clusters Score -1.976858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -19768584.000000 Penalty: 5935.104004
	Iteration 116Q: 3 clusters Score -1.976858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -19768584.000000 Penalty: 5935.104004
	Iteration 117Q: 3 clusters Score -1.976858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -19768578.000000 Penalty: 5935.104004
	Iteration 118Q: 3 clusters Score -1.976858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -19768582.000000 Penalty: 5935.104004
	Iteration 119Q: 3 clusters Score -1.976858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -19768600.000000 Penalty: 5935.104004
	Iteration 120F: 3 clusters Score -1.97686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -19768592.000000 Penalty: 5935.104004
	Iteration 121Q: 3 clusters Score -1.976859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -19768590.000000 Penalty: 5935.104004
	Iteration 122Q: 3 clusters Score -1.976859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -19768606.000000 Penalty: 5935.104004
	Iteration 123Q: 3 clusters Score -1.976861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 154907 members 
Entering Unmasked Estep 
Score: -19768596.000000 Penalty: 5935.104004
	Iteration 124Q: 3 clusters Score -1.97686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -19768574.000000 Penalty: 5935.104004
	Iteration 125Q: 3 clusters Score -1.976857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -19768594.000000 Penalty: 5935.104004
	Iteration 126Q: 3 clusters Score -1.976859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -19768586.000000 Penalty: 5935.104004
	Iteration 127Q: 3 clusters Score -1.976859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -19768600.000000 Penalty: 5935.104004
	Iteration 128Q: 3 clusters Score -1.97686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -19768604.000000 Penalty: 5935.104004
	Iteration 129Q: 3 clusters Score -1.97686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 154930 members 
Entering Unmasked Estep 
Score: -19768606.000000 Penalty: 5935.104004
	Iteration 130Q: 3 clusters Score -1.976861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -19768602.000000 Penalty: 5935.104004
	Iteration 131Q: 3 clusters Score -1.97686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 154940 members 
Entering Unmasked Estep 
Score: -19768592.000000 Penalty: 5935.104004
	Iteration 132Q: 3 clusters Score -1.976859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -19768592.000000 Penalty: 5935.104004
	Iteration 133Q: 3 clusters Score -1.976859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -19768580.000000 Penalty: 5935.104004
	Iteration 134Q: 3 clusters Score -1.976858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -19768592.000000 Penalty: 5935.104004
	Iteration 135Q: 3 clusters Score -1.976859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -19768582.000000 Penalty: 5935.104004
	Iteration 136Q: 3 clusters Score -1.976858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 154957 members 
Entering Unmasked Estep 
Score: -19768578.000000 Penalty: 5935.104004
	Iteration 137Q: 3 clusters Score -1.976858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -19768566.000000 Penalty: 5935.104004
	Iteration 138Q: 3 clusters Score -1.976857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 154965 members 
Entering Unmasked Estep 
Score: -19768570.000000 Penalty: 5935.104004
	Iteration 139Q: 3 clusters Score -1.976857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -19768582.000000 Penalty: 5935.104004
	Iteration 140F: 3 clusters Score -1.976858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -19768592.000000 Penalty: 5935.104004
	Iteration 141Q: 3 clusters Score -1.976859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -19768588.000000 Penalty: 5935.104004
	Iteration 142Q: 3 clusters Score -1.976859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -19768604.000000 Penalty: 5935.104004
	Iteration 143Q: 3 clusters Score -1.97686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -19768596.000000 Penalty: 5935.104004
	Iteration 144Q: 3 clusters Score -1.97686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -19768594.000000 Penalty: 5935.104004
	Iteration 145Q: 3 clusters Score -1.976859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 154999 members 
Entering Unmasked Estep 
Score: -19768610.000000 Penalty: 5935.104004
	Iteration 146Q: 3 clusters Score -1.976861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -19768596.000000 Penalty: 5935.104004
	Iteration 147Q: 3 clusters Score -1.97686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -19768602.000000 Penalty: 5935.104004
	Iteration 148Q: 3 clusters Score -1.97686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -19768598.000000 Penalty: 5935.104004
	Iteration 149Q: 3 clusters Score -1.97686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -19768602.000000 Penalty: 5935.104004
	Iteration 150Q: 3 clusters Score -1.97686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -19768602.000000 Penalty: 5935.104004
	Iteration 151F: 3 clusters Score -1.97686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1757976.750000 Penalty: 2363.699463
	Iteration 0F: 2 clusters Score -1757977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1747956.125000 Penalty: 4727.398926
	Iteration 0F: 3 clusters Score -1747956 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1751046.000000 Penalty: 4727.398926
	Iteration 1F: 3 clusters Score -1751046 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1751373.000000 Penalty: 4727.398926
	Iteration 2F: 3 clusters Score -1751373 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1751712.500000 Penalty: 4727.398926
	Iteration 3Q: 3 clusters Score -1751712 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1752124.250000 Penalty: 4727.398926
	Iteration 4Q: 3 clusters Score -1752124 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1752547.250000 Penalty: 4727.398926
	Iteration 5F: 3 clusters Score -1752547 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1752986.250000 Penalty: 4727.398926
	Iteration 6F: 3 clusters Score -1752986 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1753472.000000 Penalty: 4727.398926
	Iteration 7F: 3 clusters Score -1753472 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1753991.125000 Penalty: 4727.398926
	Iteration 8F: 3 clusters Score -1753991 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1754496.625000 Penalty: 4727.398926
	Iteration 9F: 3 clusters Score -1754497 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1754960.125000 Penalty: 4727.398926
	Iteration 10Q: 3 clusters Score -1754960 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1755360.125000 Penalty: 4727.398926
	Iteration 11Q: 3 clusters Score -1755360 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1755656.125000 Penalty: 4727.398926
	Iteration 12Q: 3 clusters Score -1755656 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1755862.375000 Penalty: 4727.398926
	Iteration 13Q: 3 clusters Score -1755862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1755991.375000 Penalty: 4727.398926
	Iteration 14Q: 3 clusters Score -1755991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1756079.125000 Penalty: 4727.398926
	Iteration 15Q: 3 clusters Score -1756079 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1756155.875000 Penalty: 4727.398926
	Iteration 16Q: 3 clusters Score -1756156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1756221.250000 Penalty: 4727.398926
	Iteration 17Q: 3 clusters Score -1756221 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1756269.750000 Penalty: 4727.398926
	Iteration 18Q: 3 clusters Score -1756270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1756311.875000 Penalty: 4727.398926
	Iteration 19Q: 3 clusters Score -1756312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1756347.375000 Penalty: 4727.398926
	Iteration 20F: 3 clusters Score -1756347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1756377.250000 Penalty: 4727.398926
	Iteration 21Q: 3 clusters Score -1756377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1756400.625000 Penalty: 4727.398926
	Iteration 22Q: 3 clusters Score -1756401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1756426.000000 Penalty: 4727.398926
	Iteration 23Q: 3 clusters Score -1756426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1756444.250000 Penalty: 4727.398926
	Iteration 24Q: 3 clusters Score -1756444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1756449.250000 Penalty: 4727.398926
	Iteration 25Q: 3 clusters Score -1756449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1756463.250000 Penalty: 4727.398926
	Iteration 26Q: 3 clusters Score -1756463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1756476.250000 Penalty: 4727.398926
	Iteration 27Q: 3 clusters Score -1756476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1756483.875000 Penalty: 4727.398926
	Iteration 28Q: 3 clusters Score -1756484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1756486.500000 Penalty: 4727.398926
	Iteration 29Q: 3 clusters Score -1756486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1756503.125000 Penalty: 4727.398926
	Iteration 30Q: 3 clusters Score -1756503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1756517.000000 Penalty: 4727.398926
	Iteration 31Q: 3 clusters Score -1756517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1756531.375000 Penalty: 4727.398926
	Iteration 32Q: 3 clusters Score -1756531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1756538.250000 Penalty: 4727.398926
	Iteration 33Q: 3 clusters Score -1756538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1756549.250000 Penalty: 4727.398926
	Iteration 34Q: 3 clusters Score -1756549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1756559.625000 Penalty: 4727.398926
	Iteration 35Q: 3 clusters Score -1756560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1756564.250000 Penalty: 4727.398926
	Iteration 36Q: 3 clusters Score -1756564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1756570.875000 Penalty: 4727.398926
	Iteration 37Q: 3 clusters Score -1756571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1756576.000000 Penalty: 4727.398926
	Iteration 38Q: 3 clusters Score -1756576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1756580.250000 Penalty: 4727.398926
	Iteration 39Q: 3 clusters Score -1756580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1756596.375000 Penalty: 4727.398926
	Iteration 40F: 3 clusters Score -1756596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1756605.000000 Penalty: 4727.398926
	Iteration 41Q: 3 clusters Score -1756605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1756611.750000 Penalty: 4727.398926
	Iteration 42Q: 3 clusters Score -1756612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1756616.125000 Penalty: 4727.398926
	Iteration 43Q: 3 clusters Score -1756616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1756620.875000 Penalty: 4727.398926
	Iteration 44Q: 3 clusters Score -1756621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1756627.625000 Penalty: 4727.398926
	Iteration 45Q: 3 clusters Score -1756628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1756629.375000 Penalty: 4727.398926
	Iteration 46Q: 3 clusters Score -1756629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1756636.000000 Penalty: 4727.398926
	Iteration 47Q: 3 clusters Score -1756636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1756648.000000 Penalty: 4727.398926
	Iteration 48Q: 3 clusters Score -1756648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1756652.375000 Penalty: 4727.398926
	Iteration 49Q: 3 clusters Score -1756652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1756651.250000 Penalty: 4727.398926
	Iteration 50Q: 3 clusters Score -1756651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1756656.750000 Penalty: 4727.398926
	Iteration 51Q: 3 clusters Score -1756657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1756656.375000 Penalty: 4727.398926
	Iteration 52Q: 3 clusters Score -1756656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1756657.250000 Penalty: 4727.398926
	Iteration 53Q: 3 clusters Score -1756657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1756657.500000 Penalty: 4727.398926
	Iteration 54Q: 3 clusters Score -1756658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1756658.250000 Penalty: 4727.398926
	Iteration 55Q: 3 clusters Score -1756658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1756658.375000 Penalty: 4727.398926
	Iteration 56Q: 3 clusters Score -1756658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1756658.750000 Penalty: 4727.398926
	Iteration 57Q: 3 clusters Score -1756659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1756657.750000 Penalty: 4727.398926
	Iteration 58Q: 3 clusters Score -1756658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1756661.000000 Penalty: 4727.398926
	Iteration 59Q: 3 clusters Score -1756661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1756659.375000 Penalty: 4727.398926
	Iteration 60F: 3 clusters Score -1756659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1756658.750000 Penalty: 4727.398926
	Iteration 61Q: 3 clusters Score -1756659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1756658.750000 Penalty: 4727.398926
	Iteration 62F: 3 clusters Score -1756659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -33280.179688 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -33280.18 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 167 members 
Entering Unmasked Estep 
Score: -32015.261719 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -32015.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32109.269531 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -32109.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32131.035156 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -32131.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32138.960938 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -32138.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32143.849609 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32143.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32156.220703 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32156.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32171.623047 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32171.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32175.353516 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -32175.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32179.001953 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -32179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32181.001953 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -32181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32183.933594 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -32183.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32186.710938 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -32186.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32186.710938 Penalty: 2864.177490
	Iteration 12F: 3 clusters Score -32186.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -31382.216797 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -31382.22 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 146 members 
Entering Unmasked Estep 
Score: -30136.755859 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -30136.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30264.419922 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -30264.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30301.386719 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -30301.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30328.988281 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -30328.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30382.773438 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -30382.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30441.000000 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -30441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30473.250000 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -30473.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30487.818359 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -30487.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30498.683594 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -30498.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30501.380859 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -30501.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30501.380859 Penalty: 2864.177490
	Iteration 10F: 3 clusters Score -30501.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Entering Unmasked Estep 
Score: -10663391.000000 Penalty: 2811.632080
	Iteration 0F: 2 clusters Score -1.066339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -10607293.000000 Penalty: 5623.264160
	Iteration 0F: 3 clusters Score -1.060729e+07 nChanged 39452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -10629532.000000 Penalty: 5623.264160
	Iteration 1F: 3 clusters Score -1.062953e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -10630077.000000 Penalty: 5623.264160
	Iteration 2Q: 3 clusters Score -1.063008e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -10630614.000000 Penalty: 5623.264160
	Iteration 3Q: 3 clusters Score -1.063061e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -10631190.000000 Penalty: 5623.264160
	Iteration 4Q: 3 clusters Score -1.063119e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -10631787.000000 Penalty: 5623.264160
	Iteration 5Q: 3 clusters Score -1.063179e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -10632589.000000 Penalty: 5623.264160
	Iteration 6Q: 3 clusters Score -1.063259e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -10633537.000000 Penalty: 5623.264160
	Iteration 7Q: 3 clusters Score -1.063354e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -10634958.000000 Penalty: 5623.264160
	Iteration 8Q: 3 clusters Score -1.063496e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -10637328.000000 Penalty: 5623.264160
	Iteration 9F: 3 clusters Score -1.063733e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -10641135.000000 Penalty: 5623.264160
	Iteration 10F: 3 clusters Score -1.064114e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -10645743.000000 Penalty: 5623.264160
	Iteration 11F: 3 clusters Score -1.064574e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -10650156.000000 Penalty: 5623.264160
	Iteration 12F: 3 clusters Score -1.065016e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -10653718.000000 Penalty: 5623.264160
	Iteration 13Q: 3 clusters Score -1.065372e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -10656406.000000 Penalty: 5623.264160
	Iteration 14Q: 3 clusters Score -1.065641e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -10658195.000000 Penalty: 5623.264160
	Iteration 15Q: 3 clusters Score -1.06582e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -10659337.000000 Penalty: 5623.264160
	Iteration 16Q: 3 clusters Score -1.065934e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -10660046.000000 Penalty: 5623.264160
	Iteration 17Q: 3 clusters Score -1.066005e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -10660435.000000 Penalty: 5623.264160
	Iteration 18Q: 3 clusters Score -1.066044e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -10660645.000000 Penalty: 5623.264160
	Iteration 19Q: 3 clusters Score -1.066064e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -10660771.000000 Penalty: 5623.264160
	Iteration 20F: 3 clusters Score -1.066077e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -10660870.000000 Penalty: 5623.264160
	Iteration 21Q: 3 clusters Score -1.066087e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -10660906.000000 Penalty: 5623.264160
	Iteration 22Q: 3 clusters Score -1.066091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -10660936.000000 Penalty: 5623.264160
	Iteration 23Q: 3 clusters Score -1.066094e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -10660961.000000 Penalty: 5623.264160
	Iteration 24Q: 3 clusters Score -1.066096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -10661003.000000 Penalty: 5623.264160
	Iteration 25Q: 3 clusters Score -1.0661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -10661025.000000 Penalty: 5623.264160
	Iteration 26Q: 3 clusters Score -1.066102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -10661049.000000 Penalty: 5623.264160
	Iteration 27Q: 3 clusters Score -1.066105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -10661061.000000 Penalty: 5623.264160
	Iteration 28Q: 3 clusters Score -1.066106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -10661061.000000 Penalty: 5623.264160
	Iteration 29Q: 3 clusters Score -1.066106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -10661061.000000 Penalty: 5623.264160
	Iteration 30Q: 3 clusters Score -1.066106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -10661055.000000 Penalty: 5623.264160
	Iteration 31Q: 3 clusters Score -1.066106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -10661064.000000 Penalty: 5623.264160
	Iteration 32Q: 3 clusters Score -1.066106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10661076.000000 Penalty: 5623.264160
	Iteration 33Q: 3 clusters Score -1.066108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10661074.000000 Penalty: 5623.264160
	Iteration 34Q: 3 clusters Score -1.066107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -10661076.000000 Penalty: 5623.264160
	Iteration 35Q: 3 clusters Score -1.066108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -10661077.000000 Penalty: 5623.264160
	Iteration 36Q: 3 clusters Score -1.066108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -10661080.000000 Penalty: 5623.264160
	Iteration 37Q: 3 clusters Score -1.066108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -10661080.000000 Penalty: 5623.264160
	Iteration 38F: 3 clusters Score -1.066108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -209195.984375 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -209196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206736.468750 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -206736.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -207497.359375 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -207497.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -207811.062500 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -207811.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208029.468750 Penalty: 3722.996826
	Iteration 3F: 3 clusters Score -208029.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208232.000000 Penalty: 3722.996826
	Iteration 4F: 3 clusters Score -208232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208456.375000 Penalty: 3722.996826
	Iteration 5F: 3 clusters Score -208456.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -208648.187500 Penalty: 3722.996826
	Iteration 6F: 3 clusters Score -208648.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -208758.625000 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -208758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -208811.890625 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -208811.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -208829.968750 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -208830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -208840.062500 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -208840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -208842.140625 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -208842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -208850.109375 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -208850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -208853.125000 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -208853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -208853.531250 Penalty: 3722.996826
	Iteration 14Q: 3 clusters Score -208853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -208854.859375 Penalty: 3722.996826
	Iteration 15Q: 3 clusters Score -208854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -208855.453125 Penalty: 3722.996826
	Iteration 16Q: 3 clusters Score -208855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -208856.437500 Penalty: 3722.996826
	Iteration 17Q: 3 clusters Score -208856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -208857.625000 Penalty: 3722.996826
	Iteration 18Q: 3 clusters Score -208857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -208858.984375 Penalty: 3722.996826
	Iteration 19Q: 3 clusters Score -208859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -208859.406250 Penalty: 3722.996826
	Iteration 20F: 3 clusters Score -208859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Entering Unmasked Estep 
Score: -3653137.250000 Penalty: 2546.289551
	Iteration 0F: 2 clusters Score -3653137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3633515.000000 Penalty: 5092.579102
	Iteration 0F: 3 clusters Score -3633515 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3640400.000000 Penalty: 5092.579102
	Iteration 1F: 3 clusters Score -3640400 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3640887.250000 Penalty: 5092.579102
	Iteration 2Q: 3 clusters Score -3640887 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3641293.750000 Penalty: 5092.579102
	Iteration 3Q: 3 clusters Score -3641294 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3641673.000000 Penalty: 5092.579102
	Iteration 4Q: 3 clusters Score -3641673 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3642109.750000 Penalty: 5092.579102
	Iteration 5Q: 3 clusters Score -3642110 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3642637.500000 Penalty: 5092.579102
	Iteration 6Q: 3 clusters Score -3642638 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3643307.000000 Penalty: 5092.579102
	Iteration 7Q: 3 clusters Score -3643307 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3644081.500000 Penalty: 5092.579102
	Iteration 8Q: 3 clusters Score -3644082 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3644997.250000 Penalty: 5092.579102
	Iteration 9Q: 3 clusters Score -3644997 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3646056.000000 Penalty: 5092.579102
	Iteration 10F: 3 clusters Score -3646056 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3646929.500000 Penalty: 5092.579102
	Iteration 11Q: 3 clusters Score -3646930 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3647561.500000 Penalty: 5092.579102
	Iteration 12Q: 3 clusters Score -3647562 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3647975.750000 Penalty: 5092.579102
	Iteration 13Q: 3 clusters Score -3647976 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3648238.500000 Penalty: 5092.579102
	Iteration 14Q: 3 clusters Score -3648238 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3648469.750000 Penalty: 5092.579102
	Iteration 15Q: 3 clusters Score -3648470 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3648698.500000 Penalty: 5092.579102
	Iteration 16Q: 3 clusters Score -3648698 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3648924.500000 Penalty: 5092.579102
	Iteration 17Q: 3 clusters Score -3648924 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3649207.500000 Penalty: 5092.579102
	Iteration 18Q: 3 clusters Score -3649208 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3649465.000000 Penalty: 5092.579102
	Iteration 19Q: 3 clusters Score -3649465 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3649688.000000 Penalty: 5092.579102
	Iteration 20F: 3 clusters Score -3649688 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3649921.500000 Penalty: 5092.579102
	Iteration 21Q: 3 clusters Score -3649922 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3650109.000000 Penalty: 5092.579102
	Iteration 22Q: 3 clusters Score -3650109 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3650234.250000 Penalty: 5092.579102
	Iteration 23Q: 3 clusters Score -3650234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3650316.250000 Penalty: 5092.579102
	Iteration 24Q: 3 clusters Score -3650316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3650357.750000 Penalty: 5092.579102
	Iteration 25Q: 3 clusters Score -3650358 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3650373.000000 Penalty: 5092.579102
	Iteration 26Q: 3 clusters Score -3650373 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3650390.250000 Penalty: 5092.579102
	Iteration 27Q: 3 clusters Score -3650390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3650386.000000 Penalty: 5092.579102
	Iteration 28Q: 3 clusters Score -3650386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3650402.000000 Penalty: 5092.579102
	Iteration 29Q: 3 clusters Score -3650402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3650402.250000 Penalty: 5092.579102
	Iteration 30Q: 3 clusters Score -3650402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3650404.000000 Penalty: 5092.579102
	Iteration 31Q: 3 clusters Score -3650404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3650414.750000 Penalty: 5092.579102
	Iteration 32Q: 3 clusters Score -3650415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3650417.000000 Penalty: 5092.579102
	Iteration 33Q: 3 clusters Score -3650417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3650413.000000 Penalty: 5092.579102
	Iteration 34Q: 3 clusters Score -3650413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3650407.750000 Penalty: 5092.579102
	Iteration 35Q: 3 clusters Score -3650408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3650418.250000 Penalty: 5092.579102
	Iteration 36Q: 3 clusters Score -3650418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3650416.250000 Penalty: 5092.579102
	Iteration 37Q: 3 clusters Score -3650416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3650415.000000 Penalty: 5092.579102
	Iteration 38Q: 3 clusters Score -3650415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3650414.750000 Penalty: 5092.579102
	Iteration 39Q: 3 clusters Score -3650415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3650417.000000 Penalty: 5092.579102
	Iteration 40F: 3 clusters Score -3650417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3650414.000000 Penalty: 5092.579102
	Iteration 41Q: 3 clusters Score -3650414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3650415.750000 Penalty: 5092.579102
	Iteration 42Q: 3 clusters Score -3650416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3650415.500000 Penalty: 5092.579102
	Iteration 43Q: 3 clusters Score -3650416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3650415.500000 Penalty: 5092.579102
	Iteration 44F: 3 clusters Score -3650416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -530783.500000 Penalty: 2065.755371
	Iteration 0F: 2 clusters Score -530783.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -526791.062500 Penalty: 4131.510742
	Iteration 0F: 3 clusters Score -526791.1 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -527652.937500 Penalty: 4131.510742
	Iteration 1F: 3 clusters Score -527652.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -527842.062500 Penalty: 4131.510742
	Iteration 2F: 3 clusters Score -527842.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -527960.562500 Penalty: 4131.510742
	Iteration 3Q: 3 clusters Score -527960.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -528037.812500 Penalty: 4131.510742
	Iteration 4Q: 3 clusters Score -528037.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -528086.937500 Penalty: 4131.510742
	Iteration 5Q: 3 clusters Score -528086.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -528124.437500 Penalty: 4131.510742
	Iteration 6Q: 3 clusters Score -528124.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -528149.000000 Penalty: 4131.510742
	Iteration 7Q: 3 clusters Score -528149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -528170.562500 Penalty: 4131.510742
	Iteration 8Q: 3 clusters Score -528170.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -528186.625000 Penalty: 4131.510742
	Iteration 9Q: 3 clusters Score -528186.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -528209.000000 Penalty: 4131.510742
	Iteration 10Q: 3 clusters Score -528209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -528225.812500 Penalty: 4131.510742
	Iteration 11Q: 3 clusters Score -528225.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -528242.625000 Penalty: 4131.510742
	Iteration 12Q: 3 clusters Score -528242.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -528260.187500 Penalty: 4131.510742
	Iteration 13Q: 3 clusters Score -528260.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -528281.437500 Penalty: 4131.510742
	Iteration 14Q: 3 clusters Score -528281.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -528294.250000 Penalty: 4131.510742
	Iteration 15Q: 3 clusters Score -528294.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -528308.062500 Penalty: 4131.510742
	Iteration 16Q: 3 clusters Score -528308.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -528323.937500 Penalty: 4131.510742
	Iteration 17Q: 3 clusters Score -528323.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -528337.062500 Penalty: 4131.510742
	Iteration 18Q: 3 clusters Score -528337.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -528355.250000 Penalty: 4131.510742
	Iteration 19Q: 3 clusters Score -528355.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -528374.312500 Penalty: 4131.510742
	Iteration 20F: 3 clusters Score -528374.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -528389.000000 Penalty: 4131.510742
	Iteration 21Q: 3 clusters Score -528389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -528404.062500 Penalty: 4131.510742
	Iteration 22Q: 3 clusters Score -528404.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -528420.625000 Penalty: 4131.510742
	Iteration 23Q: 3 clusters Score -528420.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -528441.750000 Penalty: 4131.510742
	Iteration 24Q: 3 clusters Score -528441.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -528460.625000 Penalty: 4131.510742
	Iteration 25Q: 3 clusters Score -528460.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -528485.125000 Penalty: 4131.510742
	Iteration 26Q: 3 clusters Score -528485.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -528514.687500 Penalty: 4131.510742
	Iteration 27Q: 3 clusters Score -528514.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -528545.625000 Penalty: 4131.510742
	Iteration 28Q: 3 clusters Score -528545.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -528570.875000 Penalty: 4131.510742
	Iteration 29Q: 3 clusters Score -528570.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -528594.062500 Penalty: 4131.510742
	Iteration 30Q: 3 clusters Score -528594.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -528613.375000 Penalty: 4131.510742
	Iteration 31Q: 3 clusters Score -528613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -528636.875000 Penalty: 4131.510742
	Iteration 32Q: 3 clusters Score -528636.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -528660.000000 Penalty: 4131.510742
	Iteration 33Q: 3 clusters Score -528660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -528683.937500 Penalty: 4131.510742
	Iteration 34Q: 3 clusters Score -528683.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -528704.125000 Penalty: 4131.510742
	Iteration 35Q: 3 clusters Score -528704.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -528733.187500 Penalty: 4131.510742
	Iteration 36Q: 3 clusters Score -528733.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -528758.562500 Penalty: 4131.510742
	Iteration 37Q: 3 clusters Score -528758.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -528776.812500 Penalty: 4131.510742
	Iteration 38Q: 3 clusters Score -528776.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -528794.937500 Penalty: 4131.510742
	Iteration 39Q: 3 clusters Score -528794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -528809.812500 Penalty: 4131.510742
	Iteration 40F: 3 clusters Score -528809.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -528826.437500 Penalty: 4131.510742
	Iteration 41Q: 3 clusters Score -528826.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -528844.937500 Penalty: 4131.510742
	Iteration 42Q: 3 clusters Score -528844.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -528861.312500 Penalty: 4131.510742
	Iteration 43Q: 3 clusters Score -528861.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -528877.500000 Penalty: 4131.510742
	Iteration 44Q: 3 clusters Score -528877.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -528888.375000 Penalty: 4131.510742
	Iteration 45Q: 3 clusters Score -528888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -528897.750000 Penalty: 4131.510742
	Iteration 46Q: 3 clusters Score -528897.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -528909.875000 Penalty: 4131.510742
	Iteration 47Q: 3 clusters Score -528909.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -528916.000000 Penalty: 4131.510742
	Iteration 48Q: 3 clusters Score -528916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -528920.500000 Penalty: 4131.510742
	Iteration 49Q: 3 clusters Score -528920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -528924.687500 Penalty: 4131.510742
	Iteration 50Q: 3 clusters Score -528924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -528929.125000 Penalty: 4131.510742
	Iteration 51Q: 3 clusters Score -528929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -528930.687500 Penalty: 4131.510742
	Iteration 52Q: 3 clusters Score -528930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -528930.812500 Penalty: 4131.510742
	Iteration 53Q: 3 clusters Score -528930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -528932.562500 Penalty: 4131.510742
	Iteration 54Q: 3 clusters Score -528932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -528933.750000 Penalty: 4131.510742
	Iteration 55Q: 3 clusters Score -528933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -528936.625000 Penalty: 4131.510742
	Iteration 56Q: 3 clusters Score -528936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -528939.375000 Penalty: 4131.510742
	Iteration 57Q: 3 clusters Score -528939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -528939.562500 Penalty: 4131.510742
	Iteration 58Q: 3 clusters Score -528939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -528940.750000 Penalty: 4131.510742
	Iteration 59Q: 3 clusters Score -528940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -528940.750000 Penalty: 4131.510742
	Iteration 60F: 3 clusters Score -528940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 149726 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152986 members 
Mstep: Class 6 contains 160117 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84534 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 157304 members 
Mstep: Class 16 contains 13781 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 83887 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 28776 members 
Mstep: Class 23 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730384.000000 Penalty: 71147.250000
Iteration 119Q: 22 clusters Score -1.057304e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 149642 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152861 members 
Mstep: Class 6 contains 160051 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84546 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 157084 members 
Mstep: Class 16 contains 13745 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 84385 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 28744 members 
Mstep: Class 23 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730592.000000 Penalty: 71147.250000
Iteration 120F: 22 clusters Score -1.057306e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 149586 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152724 members 
Mstep: Class 6 contains 159948 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84566 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9200 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156902 members 
Mstep: Class 16 contains 13709 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 84847 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 28707 members 
Mstep: Class 23 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730800.000000 Penalty: 71147.250000
Iteration 121Q: 22 clusters Score -1.057308e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 149507 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152642 members 
Mstep: Class 6 contains 159800 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84595 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156789 members 
Mstep: Class 16 contains 13664 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 85289 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 28663 members 
Mstep: Class 23 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730840.000000 Penalty: 71147.250000
Iteration 122Q: 22 clusters Score -1.057308e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 149418 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 152532 members 
Mstep: Class 6 contains 159725 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84610 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9196 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156670 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 85709 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 28595 members 
Mstep: Class 23 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731216.000000 Penalty: 71147.250000
Iteration 123Q: 22 clusters Score -1.057312e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 149357 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 152405 members 
Mstep: Class 6 contains 159630 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84637 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9194 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156566 members 
Mstep: Class 16 contains 13605 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 86142 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 28507 members 
Mstep: Class 23 contains 4266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731280.000000 Penalty: 71147.250000
Iteration 124Q: 22 clusters Score -1.057313e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 149263 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 152306 members 
Mstep: Class 6 contains 159544 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84663 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9192 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156492 members 
Mstep: Class 16 contains 13577 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 86526 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 28427 members 
Mstep: Class 23 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731528.000000 Penalty: 71147.250000
Iteration 125Q: 22 clusters Score -1.057315e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 149138 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 152206 members 
Mstep: Class 6 contains 159472 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84686 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9191 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156437 members 
Mstep: Class 16 contains 13553 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 86906 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 28355 members 
Mstep: Class 23 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731992.000000 Penalty: 71147.250000
Iteration 126Q: 22 clusters Score -1.05732e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 149010 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 152117 members 
Mstep: Class 6 contains 159414 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84718 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156342 members 
Mstep: Class 16 contains 13516 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 87298 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 28296 members 
Mstep: Class 23 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732072.000000 Penalty: 71147.250000
Iteration 127Q: 22 clusters Score -1.057321e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 148938 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 151987 members 
Mstep: Class 6 contains 159356 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84752 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9189 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156233 members 
Mstep: Class 16 contains 13493 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 87691 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 28222 members 
Mstep: Class 23 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732136.000000 Penalty: 71147.250000
Iteration 128Q: 22 clusters Score -1.057321e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 148899 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 151840 members 
Mstep: Class 6 contains 159254 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84790 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9189 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156137 members 
Mstep: Class 16 contains 13458 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 88099 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 28154 members 
Mstep: Class 23 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732240.000000 Penalty: 71147.250000
Iteration 129Q: 22 clusters Score -1.057322e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 148885 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 151694 members 
Mstep: Class 6 contains 159114 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84817 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9188 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 15 contains 156038 members 
Mstep: Class 16 contains 13423 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 88534 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 28073 members 
Mstep: Class 23 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732408.000000 Penalty: 71147.250000
Iteration 130Q: 22 clusters Score -1.057324e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 148856 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 151550 members 
Mstep: Class 6 contains 158984 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84844 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 155925 members 
Mstep: Class 16 contains 13396 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 88982 members 
Mstep: Class 21 contains 1837 members 
Mstep: Class 22 contains 27994 members 
Mstep: Class 23 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732448.000000 Penalty: 71147.250000
Iteration 131Q: 22 clusters Score -1.057324e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 148818 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 151381 members 
Mstep: Class 6 contains 158900 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84861 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 155779 members 
Mstep: Class 16 contains 13363 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 89437 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 27923 members 
Mstep: Class 23 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732552.000000 Penalty: 71147.250000
Iteration 132Q: 22 clusters Score -1.057326e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 148871 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 151176 members 
Mstep: Class 6 contains 158842 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84890 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 155582 members 
Mstep: Class 16 contains 13328 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 89896 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 27829 members 
Mstep: Class 23 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732600.000000 Penalty: 71147.250000
Iteration 133Q: 22 clusters Score -1.057326e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 148907 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 151019 members 
Mstep: Class 6 contains 158766 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84909 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9185 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 155409 members 
Mstep: Class 16 contains 13293 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 90322 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 27745 members 
Mstep: Class 23 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732808.000000 Penalty: 71147.250000
Iteration 134Q: 22 clusters Score -1.057328e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 148956 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 150838 members 
Mstep: Class 6 contains 158712 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84925 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 155210 members 
Mstep: Class 16 contains 13260 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 90751 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 27676 members 
Mstep: Class 23 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732760.000000 Penalty: 71147.250000
Iteration 135Q: 22 clusters Score -1.057328e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 149000 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 150661 members 
Mstep: Class 6 contains 158627 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84971 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 155023 members 
Mstep: Class 16 contains 13231 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 91166 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733304.000000 Penalty: 71147.250000
Iteration 136Q: 22 clusters Score -1.057333e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 149069 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 150486 members 
Mstep: Class 6 contains 158534 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85001 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154830 members 
Mstep: Class 16 contains 13195 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 91595 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 27533 members 
Mstep: Class 23 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733272.000000 Penalty: 71147.250000
Iteration 137Q: 22 clusters Score -1.057333e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 149115 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 150327 members 
Mstep: Class 6 contains 158443 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85032 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154686 members 
Mstep: Class 16 contains 13171 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 91976 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 27458 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733648.000000 Penalty: 71147.250000
Iteration 138Q: 22 clusters Score -1.057336e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 149128 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 150187 members 
Mstep: Class 6 contains 158380 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85065 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154594 members 
Mstep: Class 16 contains 13153 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 92283 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 27372 members 
Mstep: Class 23 contains 4554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733664.000000 Penalty: 71147.250000
Iteration 139Q: 22 clusters Score -1.057337e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 149128 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 150009 members 
Mstep: Class 6 contains 158304 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85106 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154533 members 
Mstep: Class 16 contains 13126 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 92593 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 27316 members 
Mstep: Class 23 contains 4567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733584.000000 Penalty: 71147.250000
Iteration 140F: 22 clusters Score -1.057336e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 149142 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 149810 members 
Mstep: Class 6 contains 158236 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85123 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9185 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154472 members 
Mstep: Class 16 contains 13095 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 92930 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 27257 members 
Mstep: Class 23 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734136.000000 Penalty: 71147.250000
Iteration 141Q: 22 clusters Score -1.057341e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 149124 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 149615 members 
Mstep: Class 6 contains 158159 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85152 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154440 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 93284 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 27172 members 
Mstep: Class 23 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734456.000000 Penalty: 71147.250000
Iteration 142Q: 22 clusters Score -1.057345e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 149120 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 149389 members 
Mstep: Class 6 contains 158116 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85181 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154422 members 
Mstep: Class 16 contains 13017 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 93611 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734832.000000 Penalty: 71147.250000
Iteration 143Q: 22 clusters Score -1.057348e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 149089 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 149176 members 
Mstep: Class 6 contains 158078 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85210 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154376 members 
Mstep: Class 16 contains 12980 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 93951 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 27037 members 
Mstep: Class 23 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734952.000000 Penalty: 71147.250000
Iteration 144Q: 22 clusters Score -1.05735e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 149014 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 149004 members 
Mstep: Class 6 contains 158031 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85246 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154320 members 
Mstep: Class 16 contains 12961 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 94283 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 26978 members 
Mstep: Class 23 contains 4709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735152.000000 Penalty: 71147.250000
Iteration 145Q: 22 clusters Score -1.057352e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 148982 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 148855 members 
Mstep: Class 6 contains 157981 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85277 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154229 members 
Mstep: Class 16 contains 12937 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 94635 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 26901 members 
Mstep: Class 23 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735104.000000 Penalty: 71147.250000
Iteration 146Q: 22 clusters Score -1.057351e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 148978 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 148691 members 
Mstep: Class 6 contains 157941 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85286 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154124 members 
Mstep: Class 16 contains 12906 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 95009 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 26813 members 
Mstep: Class 23 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735376.000000 Penalty: 71147.250000
Iteration 147Q: 22 clusters Score -1.057354e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 148971 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 148539 members 
Mstep: Class 6 contains 157872 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85297 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 154034 members 
Mstep: Class 16 contains 12875 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 95384 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 26736 members 
Mstep: Class 23 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735376.000000 Penalty: 71147.250000
Iteration 148Q: 22 clusters Score -1.057354e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 148981 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 148370 members 
Mstep: Class 6 contains 157773 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85298 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153941 members 
Mstep: Class 16 contains 12842 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 95792 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 26658 members 
Mstep: Class 23 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735624.000000 Penalty: 71147.250000
Iteration 149Q: 22 clusters Score -1.057356e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 148985 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 148160 members 
Mstep: Class 6 contains 157641 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85321 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153906 members 
Mstep: Class 16 contains 12803 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 96198 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 26583 members 
Mstep: Class 23 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735856.000000 Penalty: 71147.250000
Iteration 150Q: 22 clusters Score -1.057359e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 148982 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 147955 members 
Mstep: Class 6 contains 157528 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85335 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153875 members 
Mstep: Class 16 contains 12768 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 96584 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 26503 members 
Mstep: Class 23 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736144.000000 Penalty: 71147.250000
Iteration 151Q: 22 clusters Score -1.057361e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 148998 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 147724 members 
Mstep: Class 6 contains 157449 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85331 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153862 members 
Mstep: Class 16 contains 12733 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 96966 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 26398 members 
Mstep: Class 23 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736408.000000 Penalty: 71147.250000
Iteration 152Q: 22 clusters Score -1.057364e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 149053 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 147432 members 
Mstep: Class 6 contains 157348 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85341 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153813 members 
Mstep: Class 16 contains 12702 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 97385 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 26287 members 
Mstep: Class 23 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736488.000000 Penalty: 71147.250000
Iteration 153Q: 22 clusters Score -1.057365e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 149088 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 147124 members 
Mstep: Class 6 contains 157238 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85341 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153757 members 
Mstep: Class 16 contains 12659 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 97833 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 26204 members 
Mstep: Class 23 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736688.000000 Penalty: 71147.250000
Iteration 154Q: 22 clusters Score -1.057367e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 149124 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 146862 members 
Mstep: Class 6 contains 157136 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85352 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9180 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153684 members 
Mstep: Class 16 contains 12609 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 98240 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 26106 members 
Mstep: Class 23 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736920.000000 Penalty: 71147.250000
Iteration 155Q: 22 clusters Score -1.057369e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 149123 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 146651 members 
Mstep: Class 6 contains 157025 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85346 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153611 members 
Mstep: Class 16 contains 12562 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 98689 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 26007 members 
Mstep: Class 23 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737096.000000 Penalty: 71147.250000
Iteration 156Q: 22 clusters Score -1.057371e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 149114 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 146436 members 
Mstep: Class 6 contains 156940 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85339 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153540 members 
Mstep: Class 16 contains 12522 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 99098 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 25917 members 
Mstep: Class 23 contains 5253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737216.000000 Penalty: 71147.250000
Iteration 157Q: 22 clusters Score -1.057372e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 149126 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 146236 members 
Mstep: Class 6 contains 156869 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85320 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153407 members 
Mstep: Class 16 contains 12478 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 99549 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 25822 members 
Mstep: Class 23 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737288.000000 Penalty: 71147.250000
Iteration 158Q: 22 clusters Score -1.057373e+08 nChanged 2679
Entering ConstructFrom: 
Score: -105737288.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -630124.187500 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -630124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -625584.875000 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -625584.9 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -626651.875000 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -626651.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -626849.500000 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -626849.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -626963.187500 Penalty: 4224.626953
	Iteration 3Q: 3 clusters Score -626963.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -627040.750000 Penalty: 4224.626953
	Iteration 4Q: 3 clusters Score -627040.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -627112.500000 Penalty: 4224.626953
	Iteration 5Q: 3 clusters Score -627112.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -627176.312500 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -627176.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -627225.812500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -627225.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -627284.437500 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -627284.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -627347.375000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -627347.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -627402.687500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -627402.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -627466.000000 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -627466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -627528.125000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -627528.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -627602.437500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -627602.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -627672.500000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -627672.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -627740.937500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -627740.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -627798.375000 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -627798.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -627846.500000 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -627846.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -627898.125000 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -627898.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -627951.812500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -627951.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -628019.062500 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -628019.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -628078.500000 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -628078.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -628131.375000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -628131.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -628178.812500 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -628178.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -628227.312500 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -628227.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -628279.062500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -628279.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -628327.937500 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -628327.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -628371.062500 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -628371.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -628400.750000 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -628400.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -628421.750000 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -628421.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -628436.187500 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -628436.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -628449.062500 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -628449.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -628462.125000 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -628462.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -628470.812500 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -628470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -628482.375000 Penalty: 4224.626953
	Iteration 34Q: 3 clusters Score -628482.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -628492.875000 Penalty: 4224.626953
	Iteration 35Q: 3 clusters Score -628492.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -628502.500000 Penalty: 4224.626953
	Iteration 36Q: 3 clusters Score -628502.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -628509.875000 Penalty: 4224.626953
	Iteration 37Q: 3 clusters Score -628509.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -628514.937500 Penalty: 4224.626953
	Iteration 38Q: 3 clusters Score -628514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -628518.500000 Penalty: 4224.626953
	Iteration 39Q: 3 clusters Score -628518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -628524.000000 Penalty: 4224.626953
	Iteration 40F: 3 clusters Score -628524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -628531.187500 Penalty: 4224.626953
	Iteration 41Q: 3 clusters Score -628531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -628535.062500 Penalty: 4224.626953
	Iteration 42Q: 3 clusters Score -628535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -628538.187500 Penalty: 4224.626953
	Iteration 43Q: 3 clusters Score -628538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -628538.875000 Penalty: 4224.626953
	Iteration 44Q: 3 clusters Score -628538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -628538.812500 Penalty: 4224.626953
	Iteration 45Q: 3 clusters Score -628538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -628538.812500 Penalty: 4224.626953
	Iteration 46F: 3 clusters Score -628538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (149129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Entering Unmasked Estep 
Score: -18831518.000000 Penalty: 2954.316650
	Iteration 0F: 2 clusters Score -1.883152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -18732258.000000 Penalty: 5908.633301
	Iteration 0F: 3 clusters Score -1.873226e+07 nChanged 71378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -18774114.000000 Penalty: 5908.633301
	Iteration 1F: 3 clusters Score -1.877411e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -18775144.000000 Penalty: 5908.633301
	Iteration 2Q: 3 clusters Score -1.877514e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -18776536.000000 Penalty: 5908.633301
	Iteration 3Q: 3 clusters Score -1.877654e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -18778600.000000 Penalty: 5908.633301
	Iteration 4Q: 3 clusters Score -1.87786e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -18781612.000000 Penalty: 5908.633301
	Iteration 5Q: 3 clusters Score -1.878161e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -18786496.000000 Penalty: 5908.633301
	Iteration 6F: 3 clusters Score -1.87865e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -18793294.000000 Penalty: 5908.633301
	Iteration 7F: 3 clusters Score -1.879329e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113842 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -18802260.000000 Penalty: 5908.633301
	Iteration 8F: 3 clusters Score -1.880226e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122420 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -18810840.000000 Penalty: 5908.633301
	Iteration 9F: 3 clusters Score -1.881084e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -18817418.000000 Penalty: 5908.633301
	Iteration 10Q: 3 clusters Score -1.881742e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132459 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -18821202.000000 Penalty: 5908.633301
	Iteration 11Q: 3 clusters Score -1.88212e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5908.633301
	Iteration 12Q: 3 clusters Score -1.882328e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136812 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -18824504.000000 Penalty: 5908.633301
	Iteration 13Q: 3 clusters Score -1.88245e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138286 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -18825342.000000 Penalty: 5908.633301
	Iteration 14Q: 3 clusters Score -1.882534e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -18825892.000000 Penalty: 5908.633301
	Iteration 15Q: 3 clusters Score -1.882589e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140777 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -18826506.000000 Penalty: 5908.633301
	Iteration 16Q: 3 clusters Score -1.882651e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141881 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -18827102.000000 Penalty: 5908.633301
	Iteration 17Q: 3 clusters Score -1.88271e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -18827540.000000 Penalty: 5908.633301
	Iteration 18Q: 3 clusters Score -1.882754e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -18828026.000000 Penalty: 5908.633301
	Iteration 19Q: 3 clusters Score -1.882803e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -18828350.000000 Penalty: 5908.633301
	Iteration 20F: 3 clusters Score -1.882835e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -18828562.000000 Penalty: 5908.633301
	Iteration 21Q: 3 clusters Score -1.882856e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145482 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -18828750.000000 Penalty: 5908.633301
	Iteration 22Q: 3 clusters Score -1.882875e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145880 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -18828862.000000 Penalty: 5908.633301
	Iteration 23Q: 3 clusters Score -1.882886e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -18829006.000000 Penalty: 5908.633301
	Iteration 24Q: 3 clusters Score -1.882901e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18829136.000000 Penalty: 5908.633301
	Iteration 25Q: 3 clusters Score -1.882914e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -18829210.000000 Penalty: 5908.633301
	Iteration 26Q: 3 clusters Score -1.882921e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146896 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -18829272.000000 Penalty: 5908.633301
	Iteration 27Q: 3 clusters Score -1.882927e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -18829336.000000 Penalty: 5908.633301
	Iteration 28Q: 3 clusters Score -1.882934e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147153 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -18829432.000000 Penalty: 5908.633301
	Iteration 29Q: 3 clusters Score -1.882943e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18829520.000000 Penalty: 5908.633301
	Iteration 30Q: 3 clusters Score -1.882952e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147317 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -18829584.000000 Penalty: 5908.633301
	Iteration 31Q: 3 clusters Score -1.882958e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -18829592.000000 Penalty: 5908.633301
	Iteration 32Q: 3 clusters Score -1.882959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -18829596.000000 Penalty: 5908.633301
	Iteration 33Q: 3 clusters Score -1.88296e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18829600.000000 Penalty: 5908.633301
	Iteration 34Q: 3 clusters Score -1.88296e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147473 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -18829612.000000 Penalty: 5908.633301
	Iteration 35Q: 3 clusters Score -1.882961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -18829622.000000 Penalty: 5908.633301
	Iteration 36Q: 3 clusters Score -1.882962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -18829602.000000 Penalty: 5908.633301
	Iteration 37Q: 3 clusters Score -1.88296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -18829632.000000 Penalty: 5908.633301
	Iteration 38Q: 3 clusters Score -1.882963e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18829624.000000 Penalty: 5908.633301
	Iteration 39Q: 3 clusters Score -1.882962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147566 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -18829626.000000 Penalty: 5908.633301
	Iteration 40F: 3 clusters Score -1.882963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -18829630.000000 Penalty: 5908.633301
	Iteration 41Q: 3 clusters Score -1.882963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -18829646.000000 Penalty: 5908.633301
	Iteration 42Q: 3 clusters Score -1.882965e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -18829664.000000 Penalty: 5908.633301
	Iteration 43Q: 3 clusters Score -1.882966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -18829672.000000 Penalty: 5908.633301
	Iteration 44Q: 3 clusters Score -1.882967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147618 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -18829680.000000 Penalty: 5908.633301
	Iteration 45Q: 3 clusters Score -1.882968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18829666.000000 Penalty: 5908.633301
	Iteration 46Q: 3 clusters Score -1.882967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -18829672.000000 Penalty: 5908.633301
	Iteration 47Q: 3 clusters Score -1.882967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18829682.000000 Penalty: 5908.633301
	Iteration 48Q: 3 clusters Score -1.882968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18829692.000000 Penalty: 5908.633301
	Iteration 49Q: 3 clusters Score -1.882969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -18829696.000000 Penalty: 5908.633301
	Iteration 50Q: 3 clusters Score -1.88297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -18829708.000000 Penalty: 5908.633301
	Iteration 51Q: 3 clusters Score -1.882971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -18829698.000000 Penalty: 5908.633301
	Iteration 52Q: 3 clusters Score -1.88297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18829708.000000 Penalty: 5908.633301
	Iteration 53Q: 3 clusters Score -1.882971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18829706.000000 Penalty: 5908.633301
	Iteration 54Q: 3 clusters Score -1.882971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18829706.000000 Penalty: 5908.633301
	Iteration 55F: 3 clusters Score -1.882971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -97116.648438 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -97116.65 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 423 members 
Entering Unmasked Estep 
Score: -95353.132812 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -95353.13 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95622.398438 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -95622.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95745.710938 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -95745.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95852.742188 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -95852.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95938.078125 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -95938.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96037.984375 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -96037.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96103.773438 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -96103.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96147.242188 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -96147.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96190.445312 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -96190.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96216.812500 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -96216.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96233.304688 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -96233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96247.164062 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -96247.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96257.734375 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -96257.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96269.921875 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -96269.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96292.929688 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -96292.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -96303.507812 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -96303.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -96316.093750 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -96316.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -96326.828125 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -96326.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96336.843750 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -96336.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -96345.679688 Penalty: 3325.996826
	Iteration 19Q: 3 clusters Score -96345.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96351.804688 Penalty: 3325.996826
	Iteration 20F: 3 clusters Score -96351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -96355.710938 Penalty: 3325.996826
	Iteration 21Q: 3 clusters Score -96355.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96358.703125 Penalty: 3325.996826
	Iteration 22Q: 3 clusters Score -96358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96359.851562 Penalty: 3325.996826
	Iteration 23Q: 3 clusters Score -96359.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96362.953125 Penalty: 3325.996826
	Iteration 24Q: 3 clusters Score -96362.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96365.125000 Penalty: 3325.996826
	Iteration 25Q: 3 clusters Score -96365.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96366.062500 Penalty: 3325.996826
	Iteration 26Q: 3 clusters Score -96366.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -96367.734375 Penalty: 3325.996826
	Iteration 27Q: 3 clusters Score -96367.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -96367.734375 Penalty: 3325.996826
	Iteration 28F: 3 clusters Score -96367.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -194539.609375 Penalty: 1825.147949
	Iteration 0F: 2 clusters Score -194539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192194.859375 Penalty: 3650.295898
	Iteration 0F: 3 clusters Score -192194.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192562.828125 Penalty: 3650.295898
	Iteration 1F: 3 clusters Score -192562.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -192655.531250 Penalty: 3650.295898
	Iteration 2F: 3 clusters Score -192655.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192697.453125 Penalty: 3650.295898
	Iteration 3Q: 3 clusters Score -192697.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -192719.437500 Penalty: 3650.295898
	Iteration 4Q: 3 clusters Score -192719.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -192738.796875 Penalty: 3650.295898
	Iteration 5Q: 3 clusters Score -192738.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192748.937500 Penalty: 3650.295898
	Iteration 6Q: 3 clusters Score -192748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192756.828125 Penalty: 3650.295898
	Iteration 7Q: 3 clusters Score -192756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192759.812500 Penalty: 3650.295898
	Iteration 8Q: 3 clusters Score -192759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -192760.359375 Penalty: 3650.295898
	Iteration 9Q: 3 clusters Score -192760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192761.328125 Penalty: 3650.295898
	Iteration 10Q: 3 clusters Score -192761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -192761.968750 Penalty: 3650.295898
	Iteration 11Q: 3 clusters Score -192762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192762.593750 Penalty: 3650.295898
	Iteration 12Q: 3 clusters Score -192762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192762.593750 Penalty: 3650.295898
	Iteration 13F: 3 clusters Score -192762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146033 members 
Entering Unmasked Estep 
Score: -18370886.000000 Penalty: 2949.113770
	Iteration 0F: 2 clusters Score -1.837089e+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 73107 members 
Entering Unmasked Estep 
Score: -18273656.000000 Penalty: 5898.227539
	Iteration 0F: 3 clusters Score -1.827366e+07 nChanged 69907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -18313714.000000 Penalty: 5898.227539
	Iteration 1F: 3 clusters Score -1.831371e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -18314514.000000 Penalty: 5898.227539
	Iteration 2Q: 3 clusters Score -1.831451e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -18315434.000000 Penalty: 5898.227539
	Iteration 3Q: 3 clusters Score -1.831543e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -18316406.000000 Penalty: 5898.227539
	Iteration 4Q: 3 clusters Score -1.831641e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -18317540.000000 Penalty: 5898.227539
	Iteration 5Q: 3 clusters Score -1.831754e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -18319360.000000 Penalty: 5898.227539
	Iteration 6Q: 3 clusters Score -1.831936e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -18321574.000000 Penalty: 5898.227539
	Iteration 7Q: 3 clusters Score -1.832157e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -18324296.000000 Penalty: 5898.227539
	Iteration 8Q: 3 clusters Score -1.83243e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -18327856.000000 Penalty: 5898.227539
	Iteration 9Q: 3 clusters Score -1.832786e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -18332934.000000 Penalty: 5898.227539
	Iteration 10F: 3 clusters Score -1.833293e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -18338710.000000 Penalty: 5898.227539
	Iteration 11F: 3 clusters Score -1.833871e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -18344660.000000 Penalty: 5898.227539
	Iteration 12F: 3 clusters Score -1.834466e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -18349952.000000 Penalty: 5898.227539
	Iteration 13F: 3 clusters Score -1.834995e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -18354148.000000 Penalty: 5898.227539
	Iteration 14Q: 3 clusters Score -1.835415e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -18357292.000000 Penalty: 5898.227539
	Iteration 15Q: 3 clusters Score -1.835729e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -18359940.000000 Penalty: 5898.227539
	Iteration 16Q: 3 clusters Score -1.835994e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -18362070.000000 Penalty: 5898.227539
	Iteration 17Q: 3 clusters Score -1.836207e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
Score: -18363688.000000 Penalty: 5898.227539
	Iteration 18Q: 3 clusters Score -1.836369e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -18365080.000000 Penalty: 5898.227539
	Iteration 19Q: 3 clusters Score -1.836508e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 126577 members 
Entering Unmasked Estep 
Score: -18366346.000000 Penalty: 5898.227539
	Iteration 20F: 3 clusters Score -1.836635e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 127206 members 
Entering Unmasked Estep 
Score: -18367086.000000 Penalty: 5898.227539
	Iteration 21Q: 3 clusters Score -1.836709e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 127723 members 
Entering Unmasked Estep 
Score: -18367556.000000 Penalty: 5898.227539
	Iteration 22Q: 3 clusters Score -1.836756e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -18367738.000000 Penalty: 5898.227539
	Iteration 23Q: 3 clusters Score -1.836774e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -18367886.000000 Penalty: 5898.227539
	Iteration 24Q: 3 clusters Score -1.836789e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 128874 members 
Entering Unmasked Estep 
Score: -18367984.000000 Penalty: 5898.227539
	Iteration 25Q: 3 clusters Score -1.836798e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -18368048.000000 Penalty: 5898.227539
	Iteration 26Q: 3 clusters Score -1.836805e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -18368098.000000 Penalty: 5898.227539
	Iteration 27Q: 3 clusters Score -1.83681e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 129824 members 
Entering Unmasked Estep 
Score: -18368162.000000 Penalty: 5898.227539
	Iteration 28Q: 3 clusters Score -1.836816e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -18368184.000000 Penalty: 5898.227539
	Iteration 29Q: 3 clusters Score -1.836818e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 130355 members 
Entering Unmasked Estep 
Score: -18368214.000000 Penalty: 5898.227539
	Iteration 30Q: 3 clusters Score -1.836821e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 130613 members 
Entering Unmasked Estep 
Score: -18368264.000000 Penalty: 5898.227539
	Iteration 31Q: 3 clusters Score -1.836826e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -18368282.000000 Penalty: 5898.227539
	Iteration 32Q: 3 clusters Score -1.836828e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 131123 members 
Entering Unmasked Estep 
Score: -18368306.000000 Penalty: 5898.227539
	Iteration 33Q: 3 clusters Score -1.836831e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -18368342.000000 Penalty: 5898.227539
	Iteration 34Q: 3 clusters Score -1.836834e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 131588 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 5898.227539
	Iteration 35Q: 3 clusters Score -1.836834e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -18368366.000000 Penalty: 5898.227539
	Iteration 36Q: 3 clusters Score -1.836837e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -18368402.000000 Penalty: 5898.227539
	Iteration 37Q: 3 clusters Score -1.83684e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 132248 members 
Entering Unmasked Estep 
Score: -18368422.000000 Penalty: 5898.227539
	Iteration 38Q: 3 clusters Score -1.836842e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -18368474.000000 Penalty: 5898.227539
	Iteration 39Q: 3 clusters Score -1.836847e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -18368466.000000 Penalty: 5898.227539
	Iteration 40F: 3 clusters Score -1.836847e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 132844 members 
Entering Unmasked Estep 
Score: -18368440.000000 Penalty: 5898.227539
	Iteration 41Q: 3 clusters Score -1.836844e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -18368498.000000 Penalty: 5898.227539
	Iteration 42Q: 3 clusters Score -1.83685e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -18368502.000000 Penalty: 5898.227539
	Iteration 43Q: 3 clusters Score -1.83685e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -18368488.000000 Penalty: 5898.227539
	Iteration 44Q: 3 clusters Score -1.836849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 133506 members 
Entering Unmasked Estep 
Score: -18368510.000000 Penalty: 5898.227539
	Iteration 45Q: 3 clusters Score -1.836851e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 133652 members 
Entering Unmasked Estep 
Score: -18368512.000000 Penalty: 5898.227539
	Iteration 46Q: 3 clusters Score -1.836851e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -18368480.000000 Penalty: 5898.227539
	Iteration 47Q: 3 clusters Score -1.836848e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -18368506.000000 Penalty: 5898.227539
	Iteration 48Q: 3 clusters Score -1.836851e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 134120 members 
Entering Unmasked Estep 
Score: -18368500.000000 Penalty: 5898.227539
	Iteration 49Q: 3 clusters Score -1.83685e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -18368496.000000 Penalty: 5898.227539
	Iteration 50Q: 3 clusters Score -1.83685e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 134403 members 
Entering Unmasked Estep 
Score: -18368496.000000 Penalty: 5898.227539
	Iteration 51Q: 3 clusters Score -1.83685e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -18368498.000000 Penalty: 5898.227539
	Iteration 52Q: 3 clusters Score -1.83685e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 134704 members 
Entering Unmasked Estep 
Score: -18368564.000000 Penalty: 5898.227539
	Iteration 53Q: 3 clusters Score -1.836856e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 134869 members 
Entering Unmasked Estep 
Score: -18368554.000000 Penalty: 5898.227539
	Iteration 54Q: 3 clusters Score -1.836855e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -18368564.000000 Penalty: 5898.227539
	Iteration 55Q: 3 clusters Score -1.836856e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 135186 members 
Entering Unmasked Estep 
Score: -18368630.000000 Penalty: 5898.227539
	Iteration 56Q: 3 clusters Score -1.836863e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -18368592.000000 Penalty: 5898.227539
	Iteration 57Q: 3 clusters Score -1.836859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 135443 members 
Entering Unmasked Estep 
Score: -18368568.000000 Penalty: 5898.227539
	Iteration 58Q: 3 clusters Score -1.836857e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 135565 members 
Entering Unmasked Estep 
Score: -18368574.000000 Penalty: 5898.227539
	Iteration 59Q: 3 clusters Score -1.836857e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -18368576.000000 Penalty: 5898.227539
	Iteration 60F: 3 clusters Score -1.836858e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -18368624.000000 Penalty: 5898.227539
	Iteration 61Q: 3 clusters Score -1.836862e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -18368638.000000 Penalty: 5898.227539
	Iteration 62Q: 3 clusters Score -1.836864e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -18368672.000000 Penalty: 5898.227539
	Iteration 63Q: 3 clusters Score -1.836867e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -18368660.000000 Penalty: 5898.227539
	Iteration 64Q: 3 clusters Score -1.836866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -18368634.000000 Penalty: 5898.227539
	Iteration 65Q: 3 clusters Score -1.836863e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 136151 members 
Entering Unmasked Estep 
Score: -18368662.000000 Penalty: 5898.227539
	Iteration 66Q: 3 clusters Score -1.836866e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 136205 members 
Entering Unmasked Estep 
Score: -18368648.000000 Penalty: 5898.227539
	Iteration 67Q: 3 clusters Score -1.836865e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -18368648.000000 Penalty: 5898.227539
	Iteration 68Q: 3 clusters Score -1.836865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 136320 members 
Entering Unmasked Estep 
Score: -18368652.000000 Penalty: 5898.227539
	Iteration 69Q: 3 clusters Score -1.836865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -18368646.000000 Penalty: 5898.227539
	Iteration 70Q: 3 clusters Score -1.836865e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -18368634.000000 Penalty: 5898.227539
	Iteration 71Q: 3 clusters Score -1.836863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -18368644.000000 Penalty: 5898.227539
	Iteration 72Q: 3 clusters Score -1.836864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -18368626.000000 Penalty: 5898.227539
	Iteration 73Q: 3 clusters Score -1.836863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -18368638.000000 Penalty: 5898.227539
	Iteration 74Q: 3 clusters Score -1.836864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -18368652.000000 Penalty: 5898.227539
	Iteration 75Q: 3 clusters Score -1.836865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 136607 members 
Entering Unmasked Estep 
Score: -18368654.000000 Penalty: 5898.227539
	Iteration 76Q: 3 clusters Score -1.836865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -18368652.000000 Penalty: 5898.227539
	Iteration 77Q: 3 clusters Score -1.836865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -18368648.000000 Penalty: 5898.227539
	Iteration 78Q: 3 clusters Score -1.836865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -18368654.000000 Penalty: 5898.227539
	Iteration 79Q: 3 clusters Score -1.836865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 136712 members 
Entering Unmasked Estep 
Score: -18368654.000000 Penalty: 5898.227539
	Iteration 80F: 3 clusters Score -1.836865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 136731 members 
Entering Unmasked Estep 
Score: -18368650.000000 Penalty: 5898.227539
	Iteration 81Q: 3 clusters Score -1.836865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 136747 members 
Entering Unmasked Estep 
Score: -18368644.000000 Penalty: 5898.227539
	Iteration 82Q: 3 clusters Score -1.836864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -18368642.000000 Penalty: 5898.227539
	Iteration 83Q: 3 clusters Score -1.836864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -18368670.000000 Penalty: 5898.227539
	Iteration 84Q: 3 clusters Score -1.836867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -18368674.000000 Penalty: 5898.227539
	Iteration 85Q: 3 clusters Score -1.836867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 136845 members 
Entering Unmasked Estep 
Score: -18368656.000000 Penalty: 5898.227539
	Iteration 86Q: 3 clusters Score -1.836866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -18368654.000000 Penalty: 5898.227539
	Iteration 87Q: 3 clusters Score -1.836865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 136897 members 
Entering Unmasked Estep 
Score: -18368660.000000 Penalty: 5898.227539
	Iteration 88Q: 3 clusters Score -1.836866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 136925 members 
Entering Unmasked Estep 
Score: -18368666.000000 Penalty: 5898.227539
	Iteration 89Q: 3 clusters Score -1.836867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -18368664.000000 Penalty: 5898.227539
	Iteration 90Q: 3 clusters Score -1.836866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 136957 members 
Entering Unmasked Estep 
Score: -18368654.000000 Penalty: 5898.227539
	Iteration 91Q: 3 clusters Score -1.836865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -18368668.000000 Penalty: 5898.227539
	Iteration 92Q: 3 clusters Score -1.836867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -18368694.000000 Penalty: 5898.227539
	Iteration 93Q: 3 clusters Score -1.836869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -18368694.000000 Penalty: 5898.227539
	Iteration 94Q: 3 clusters Score -1.836869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 137024 members 
Entering Unmasked Estep 
Score: -18368702.000000 Penalty: 5898.227539
	Iteration 95Q: 3 clusters Score -1.83687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -18368698.000000 Penalty: 5898.227539
	Iteration 96Q: 3 clusters Score -1.83687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -18368692.000000 Penalty: 5898.227539
	Iteration 97Q: 3 clusters Score -1.836869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -18368696.000000 Penalty: 5898.227539
	Iteration 98Q: 3 clusters Score -1.83687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -18368690.000000 Penalty: 5898.227539
	Iteration 99Q: 3 clusters Score -1.836869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 137067 members 
Entering Unmasked Estep 
Score: -18368700.000000 Penalty: 5898.227539
	Iteration 100F: 3 clusters Score -1.83687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 137073 members 
Entering Unmasked Estep 
Score: -18368710.000000 Penalty: 5898.227539
	Iteration 101Q: 3 clusters Score -1.836871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 137075 members 
Entering Unmasked Estep 
Score: -18368702.000000 Penalty: 5898.227539
	Iteration 102Q: 3 clusters Score -1.83687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -18368700.000000 Penalty: 5898.227539
	Iteration 103Q: 3 clusters Score -1.83687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -18368700.000000 Penalty: 5898.227539
	Iteration 104F: 3 clusters Score -1.83687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (156783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156783 members 
Entering Unmasked Estep 
Score: -19660412.000000 Penalty: 2966.729248
	Iteration 0F: 2 clusters Score -1.966041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -19556680.000000 Penalty: 5933.458496
	Iteration 0F: 3 clusters Score -1.955668e+07 nChanged 74836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -19599844.000000 Penalty: 5933.458496
	Iteration 1F: 3 clusters Score -1.959984e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -19601082.000000 Penalty: 5933.458496
	Iteration 2Q: 3 clusters Score -1.960108e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -19603050.000000 Penalty: 5933.458496
	Iteration 3Q: 3 clusters Score -1.960305e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -19606592.000000 Penalty: 5933.458496
	Iteration 4Q: 3 clusters Score -1.960659e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98953 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -19612674.000000 Penalty: 5933.458496
	Iteration 5F: 3 clusters Score -1.961267e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -19622688.000000 Penalty: 5933.458496
	Iteration 6F: 3 clusters Score -1.962269e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -19635258.000000 Penalty: 5933.458496
	Iteration 7F: 3 clusters Score -1.963526e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -19646434.000000 Penalty: 5933.458496
	Iteration 8F: 3 clusters Score -1.964643e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -19652328.000000 Penalty: 5933.458496
	Iteration 9Q: 3 clusters Score -1.965233e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127819 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -19654712.000000 Penalty: 5933.458496
	Iteration 10Q: 3 clusters Score -1.965471e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -19656146.000000 Penalty: 5933.458496
	Iteration 11Q: 3 clusters Score -1.965615e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -19657072.000000 Penalty: 5933.458496
	Iteration 12Q: 3 clusters Score -1.965707e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130733 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -19657706.000000 Penalty: 5933.458496
	Iteration 13Q: 3 clusters Score -1.965771e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -19658060.000000 Penalty: 5933.458496
	Iteration 14Q: 3 clusters Score -1.965806e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131893 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -19658308.000000 Penalty: 5933.458496
	Iteration 15Q: 3 clusters Score -1.965831e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132349 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -19658476.000000 Penalty: 5933.458496
	Iteration 16Q: 3 clusters Score -1.965848e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132737 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -19658566.000000 Penalty: 5933.458496
	Iteration 17Q: 3 clusters Score -1.965857e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133099 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -19658586.000000 Penalty: 5933.458496
	Iteration 18Q: 3 clusters Score -1.965859e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133444 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -19658636.000000 Penalty: 5933.458496
	Iteration 19Q: 3 clusters Score -1.965864e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -19658622.000000 Penalty: 5933.458496
	Iteration 20F: 3 clusters Score -1.965862e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -19658628.000000 Penalty: 5933.458496
	Iteration 21Q: 3 clusters Score -1.965863e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134345 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -19658730.000000 Penalty: 5933.458496
	Iteration 22Q: 3 clusters Score -1.965873e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -19658766.000000 Penalty: 5933.458496
	Iteration 23Q: 3 clusters Score -1.965877e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -19658772.000000 Penalty: 5933.458496
	Iteration 24Q: 3 clusters Score -1.965877e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135318 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -19658858.000000 Penalty: 5933.458496
	Iteration 25Q: 3 clusters Score -1.965886e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135664 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -19658896.000000 Penalty: 5933.458496
	Iteration 26Q: 3 clusters Score -1.96589e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135968 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -19658924.000000 Penalty: 5933.458496
	Iteration 27Q: 3 clusters Score -1.965892e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -19658868.000000 Penalty: 5933.458496
	Iteration 28Q: 3 clusters Score -1.965887e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -19658848.000000 Penalty: 5933.458496
	Iteration 29Q: 3 clusters Score -1.965885e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -19658908.000000 Penalty: 5933.458496
	Iteration 30Q: 3 clusters Score -1.965891e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137048 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -19658892.000000 Penalty: 5933.458496
	Iteration 31Q: 3 clusters Score -1.965889e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -19658914.000000 Penalty: 5933.458496
	Iteration 32Q: 3 clusters Score -1.965891e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -19658944.000000 Penalty: 5933.458496
	Iteration 33Q: 3 clusters Score -1.965894e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -19658932.000000 Penalty: 5933.458496
	Iteration 34Q: 3 clusters Score -1.965893e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -19658962.000000 Penalty: 5933.458496
	Iteration 35Q: 3 clusters Score -1.965896e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -19659012.000000 Penalty: 5933.458496
	Iteration 36Q: 3 clusters Score -1.965901e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -19659006.000000 Penalty: 5933.458496
	Iteration 37Q: 3 clusters Score -1.965901e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -19659042.000000 Penalty: 5933.458496
	Iteration 38Q: 3 clusters Score -1.965904e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -19659026.000000 Penalty: 5933.458496
	Iteration 39Q: 3 clusters Score -1.965903e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138682 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -19659044.000000 Penalty: 5933.458496
	Iteration 40F: 3 clusters Score -1.965904e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -19659094.000000 Penalty: 5933.458496
	Iteration 41Q: 3 clusters Score -1.965909e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -19659124.000000 Penalty: 5933.458496
	Iteration 42Q: 3 clusters Score -1.965912e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -19659092.000000 Penalty: 5933.458496
	Iteration 43Q: 3 clusters Score -1.965909e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -19659104.000000 Penalty: 5933.458496
	Iteration 44Q: 3 clusters Score -1.96591e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139593 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -19659118.000000 Penalty: 5933.458496
	Iteration 45Q: 3 clusters Score -1.965912e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -19659170.000000 Penalty: 5933.458496
	Iteration 46Q: 3 clusters Score -1.965917e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -19659148.000000 Penalty: 5933.458496
	Iteration 47Q: 3 clusters Score -1.965915e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140174 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -19659176.000000 Penalty: 5933.458496
	Iteration 48Q: 3 clusters Score -1.965918e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -19659212.000000 Penalty: 5933.458496
	Iteration 49Q: 3 clusters Score -1.965921e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -19659232.000000 Penalty: 5933.458496
	Iteration 50Q: 3 clusters Score -1.965923e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -19659216.000000 Penalty: 5933.458496
	Iteration 51Q: 3 clusters Score -1.965922e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140842 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -19659224.000000 Penalty: 5933.458496
	Iteration 52Q: 3 clusters Score -1.965922e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141001 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -19659242.000000 Penalty: 5933.458496
	Iteration 53Q: 3 clusters Score -1.965924e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -19659250.000000 Penalty: 5933.458496
	Iteration 54Q: 3 clusters Score -1.965925e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141293 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -19659298.000000 Penalty: 5933.458496
	Iteration 55Q: 3 clusters Score -1.96593e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -19659268.000000 Penalty: 5933.458496
	Iteration 56Q: 3 clusters Score -1.965927e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141549 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -19659290.000000 Penalty: 5933.458496
	Iteration 57Q: 3 clusters Score -1.965929e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141653 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -19659294.000000 Penalty: 5933.458496
	Iteration 58Q: 3 clusters Score -1.965929e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141757 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -19659258.000000 Penalty: 5933.458496
	Iteration 59Q: 3 clusters Score -1.965926e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -19659266.000000 Penalty: 5933.458496
	Iteration 60F: 3 clusters Score -1.965927e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141946 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -19659298.000000 Penalty: 5933.458496
	Iteration 61Q: 3 clusters Score -1.96593e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142027 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -19659328.000000 Penalty: 5933.458496
	Iteration 62Q: 3 clusters Score -1.965933e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142109 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -19659324.000000 Penalty: 5933.458496
	Iteration 63Q: 3 clusters Score -1.965932e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -19659306.000000 Penalty: 5933.458496
	Iteration 64Q: 3 clusters Score -1.965931e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142291 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -19659290.000000 Penalty: 5933.458496
	Iteration 65Q: 3 clusters Score -1.965929e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -19659290.000000 Penalty: 5933.458496
	Iteration 66Q: 3 clusters Score -1.965929e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142486 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -19659292.000000 Penalty: 5933.458496
	Iteration 67Q: 3 clusters Score -1.965929e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142587 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -19659294.000000 Penalty: 5933.458496
	Iteration 68Q: 3 clusters Score -1.965929e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -19659252.000000 Penalty: 5933.458496
	Iteration 69Q: 3 clusters Score -1.965925e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142790 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -19659254.000000 Penalty: 5933.458496
	Iteration 70Q: 3 clusters Score -1.965925e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142887 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -19659272.000000 Penalty: 5933.458496
	Iteration 71Q: 3 clusters Score -1.965927e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142981 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -19659308.000000 Penalty: 5933.458496
	Iteration 72Q: 3 clusters Score -1.965931e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -19659302.000000 Penalty: 5933.458496
	Iteration 73Q: 3 clusters Score -1.96593e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -19659294.000000 Penalty: 5933.458496
	Iteration 74Q: 3 clusters Score -1.965929e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -19659286.000000 Penalty: 5933.458496
	Iteration 75Q: 3 clusters Score -1.965929e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -19659280.000000 Penalty: 5933.458496
	Iteration 76Q: 3 clusters Score -1.965928e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143478 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -19659302.000000 Penalty: 5933.458496
	Iteration 77Q: 3 clusters Score -1.96593e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -19659312.000000 Penalty: 5933.458496
	Iteration 78Q: 3 clusters Score -1.965931e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -19659304.000000 Penalty: 5933.458496
	Iteration 79Q: 3 clusters Score -1.96593e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -19659306.000000 Penalty: 5933.458496
	Iteration 80F: 3 clusters Score -1.965931e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -19659304.000000 Penalty: 5933.458496
	Iteration 81Q: 3 clusters Score -1.96593e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143911 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -19659330.000000 Penalty: 5933.458496
	Iteration 82Q: 3 clusters Score -1.965933e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -19659332.000000 Penalty: 5933.458496
	Iteration 83Q: 3 clusters Score -1.965933e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144073 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -19659318.000000 Penalty: 5933.458496
	Iteration 84Q: 3 clusters Score -1.965932e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144166 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -19659280.000000 Penalty: 5933.458496
	Iteration 85Q: 3 clusters Score -1.965928e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -19659310.000000 Penalty: 5933.458496
	Iteration 86Q: 3 clusters Score -1.965931e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -19659324.000000 Penalty: 5933.458496
	Iteration 87Q: 3 clusters Score -1.965932e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144421 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -19659314.000000 Penalty: 5933.458496
	Iteration 88Q: 3 clusters Score -1.965931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -19659296.000000 Penalty: 5933.458496
	Iteration 89Q: 3 clusters Score -1.96593e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144551 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -19659288.000000 Penalty: 5933.458496
	Iteration 90Q: 3 clusters Score -1.965929e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -19659274.000000 Penalty: 5933.458496
	Iteration 91Q: 3 clusters Score -1.965927e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144682 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -19659290.000000 Penalty: 5933.458496
	Iteration 92Q: 3 clusters Score -1.965929e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -19659310.000000 Penalty: 5933.458496
	Iteration 93Q: 3 clusters Score -1.965931e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -19659332.000000 Penalty: 5933.458496
	Iteration 94Q: 3 clusters Score -1.965933e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144902 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -19659330.000000 Penalty: 5933.458496
	Iteration 95Q: 3 clusters Score -1.965933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144989 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -19659346.000000 Penalty: 5933.458496
	Iteration 96Q: 3 clusters Score -1.965935e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -19659340.000000 Penalty: 5933.458496
	Iteration 97Q: 3 clusters Score -1.965934e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145157 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -19659386.000000 Penalty: 5933.458496
	Iteration 98Q: 3 clusters Score -1.965939e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145237 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -19659400.000000 Penalty: 5933.458496
	Iteration 99Q: 3 clusters Score -1.96594e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145323 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -19659400.000000 Penalty: 5933.458496
	Iteration 100F: 3 clusters Score -1.96594e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145402 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -19659356.000000 Penalty: 5933.458496
	Iteration 101Q: 3 clusters Score -1.965936e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -19659372.000000 Penalty: 5933.458496
	Iteration 102Q: 3 clusters Score -1.965937e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145557 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -19659332.000000 Penalty: 5933.458496
	Iteration 103Q: 3 clusters Score -1.965933e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -19659356.000000 Penalty: 5933.458496
	Iteration 104Q: 3 clusters Score -1.965936e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -19659364.000000 Penalty: 5933.458496
	Iteration 105Q: 3 clusters Score -1.965936e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -19659368.000000 Penalty: 5933.458496
	Iteration 106Q: 3 clusters Score -1.965937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145915 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -19659382.000000 Penalty: 5933.458496
	Iteration 107Q: 3 clusters Score -1.965938e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146024 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -19659400.000000 Penalty: 5933.458496
	Iteration 108Q: 3 clusters Score -1.96594e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -19659430.000000 Penalty: 5933.458496
	Iteration 109Q: 3 clusters Score -1.965943e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -19659412.000000 Penalty: 5933.458496
	Iteration 110Q: 3 clusters Score -1.965941e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -19659442.000000 Penalty: 5933.458496
	Iteration 111Q: 3 clusters Score -1.965944e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146384 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -19659434.000000 Penalty: 5933.458496
	Iteration 112Q: 3 clusters Score -1.965943e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -19659452.000000 Penalty: 5933.458496
	Iteration 113Q: 3 clusters Score -1.965945e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146525 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -19659468.000000 Penalty: 5933.458496
	Iteration 114Q: 3 clusters Score -1.965947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146573 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -19659460.000000 Penalty: 5933.458496
	Iteration 115Q: 3 clusters Score -1.965946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -19659480.000000 Penalty: 5933.458496
	Iteration 116Q: 3 clusters Score -1.965948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -19659492.000000 Penalty: 5933.458496
	Iteration 117Q: 3 clusters Score -1.965949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -19659520.000000 Penalty: 5933.458496
	Iteration 118Q: 3 clusters Score -1.965952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -19659538.000000 Penalty: 5933.458496
	Iteration 119Q: 3 clusters Score -1.965954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -19659520.000000 Penalty: 5933.458496
	Iteration 120F: 3 clusters Score -1.965952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -19659540.000000 Penalty: 5933.458496
	Iteration 121Q: 3 clusters Score -1.965954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146863 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -19659528.000000 Penalty: 5933.458496
	Iteration 122Q: 3 clusters Score -1.965953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146900 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -19659536.000000 Penalty: 5933.458496
	Iteration 123Q: 3 clusters Score -1.965954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -19659542.000000 Penalty: 5933.458496
	Iteration 124Q: 3 clusters Score -1.965954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -19659554.000000 Penalty: 5933.458496
	Iteration 125Q: 3 clusters Score -1.965955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146990 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -19659584.000000 Penalty: 5933.458496
	Iteration 126Q: 3 clusters Score -1.965958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -19659564.000000 Penalty: 5933.458496
	Iteration 127Q: 3 clusters Score -1.965956e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -19659566.000000 Penalty: 5933.458496
	Iteration 128Q: 3 clusters Score -1.965957e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147123 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -19659562.000000 Penalty: 5933.458496
	Iteration 129Q: 3 clusters Score -1.965956e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -19659558.000000 Penalty: 5933.458496
	Iteration 130Q: 3 clusters Score -1.965956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147218 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -19659540.000000 Penalty: 5933.458496
	Iteration 131Q: 3 clusters Score -1.965954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -19659542.000000 Penalty: 5933.458496
	Iteration 132Q: 3 clusters Score -1.965954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -19659560.000000 Penalty: 5933.458496
	Iteration 133Q: 3 clusters Score -1.965956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147347 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 5933.458496
	Iteration 134Q: 3 clusters Score -1.965954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -19659562.000000 Penalty: 5933.458496
	Iteration 135Q: 3 clusters Score -1.965956e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -19659576.000000 Penalty: 5933.458496
	Iteration 136Q: 3 clusters Score -1.965958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -19659556.000000 Penalty: 5933.458496
	Iteration 137Q: 3 clusters Score -1.965956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -19659574.000000 Penalty: 5933.458496
	Iteration 138Q: 3 clusters Score -1.965957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -19659546.000000 Penalty: 5933.458496
	Iteration 139Q: 3 clusters Score -1.965955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -19659524.000000 Penalty: 5933.458496
	Iteration 140F: 3 clusters Score -1.965952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -19659530.000000 Penalty: 5933.458496
	Iteration 141Q: 3 clusters Score -1.965953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -19659524.000000 Penalty: 5933.458496
	Iteration 142Q: 3 clusters Score -1.965952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 5933.458496
	Iteration 143Q: 3 clusters Score -1.965954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -19659524.000000 Penalty: 5933.458496
	Iteration 144Q: 3 clusters Score -1.965952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -19659524.000000 Penalty: 5933.458496
	Iteration 145Q: 3 clusters Score -1.965952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -19659538.000000 Penalty: 5933.458496
	Iteration 146Q: 3 clusters Score -1.965954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147791 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 5933.458496
	Iteration 147Q: 3 clusters Score -1.965954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 5933.458496
	Iteration 148Q: 3 clusters Score -1.965954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 5933.458496
	Iteration 149Q: 3 clusters Score -1.965954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147846 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 5933.458496
	Iteration 150Q: 3 clusters Score -1.965954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -19659540.000000 Penalty: 5933.458496
	Iteration 151Q: 3 clusters Score -1.965954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -19659552.000000 Penalty: 5933.458496
	Iteration 152Q: 3 clusters Score -1.965955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -19659554.000000 Penalty: 5933.458496
	Iteration 153Q: 3 clusters Score -1.965955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -19659570.000000 Penalty: 5933.458496
	Iteration 154Q: 3 clusters Score -1.965957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -19659580.000000 Penalty: 5933.458496
	Iteration 155Q: 3 clusters Score -1.965958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -19659588.000000 Penalty: 5933.458496
	Iteration 156Q: 3 clusters Score -1.965959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -19659608.000000 Penalty: 5933.458496
	Iteration 157Q: 3 clusters Score -1.965961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -19659602.000000 Penalty: 5933.458496
	Iteration 158Q: 3 clusters Score -1.96596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -19659616.000000 Penalty: 5933.458496
	Iteration 159Q: 3 clusters Score -1.965962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148020 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -19659612.000000 Penalty: 5933.458496
	Iteration 160F: 3 clusters Score -1.965961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -19659616.000000 Penalty: 5933.458496
	Iteration 161Q: 3 clusters Score -1.965962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -19659622.000000 Penalty: 5933.458496
	Iteration 162Q: 3 clusters Score -1.965962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -19659624.000000 Penalty: 5933.458496
	Iteration 163Q: 3 clusters Score -1.965962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -19659606.000000 Penalty: 5933.458496
	Iteration 164Q: 3 clusters Score -1.965961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -19659620.000000 Penalty: 5933.458496
	Iteration 165Q: 3 clusters Score -1.965962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -19659618.000000 Penalty: 5933.458496
	Iteration 166Q: 3 clusters Score -1.965962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -19659608.000000 Penalty: 5933.458496
	Iteration 167Q: 3 clusters Score -1.965961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148161 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -19659610.000000 Penalty: 5933.458496
	Iteration 168Q: 3 clusters Score -1.965961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148172 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -19659618.000000 Penalty: 5933.458496
	Iteration 169Q: 3 clusters Score -1.965962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -19659624.000000 Penalty: 5933.458496
	Iteration 170Q: 3 clusters Score -1.965962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -19659626.000000 Penalty: 5933.458496
	Iteration 171Q: 3 clusters Score -1.965963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -19659606.000000 Penalty: 5933.458496
	Iteration 172Q: 3 clusters Score -1.965961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -19659602.000000 Penalty: 5933.458496
	Iteration 173Q: 3 clusters Score -1.96596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -19659626.000000 Penalty: 5933.458496
	Iteration 174Q: 3 clusters Score -1.965963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -19659636.000000 Penalty: 5933.458496
	Iteration 175Q: 3 clusters Score -1.965964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148274 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -19659626.000000 Penalty: 5933.458496
	Iteration 176Q: 3 clusters Score -1.965963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -19659636.000000 Penalty: 5933.458496
	Iteration 177Q: 3 clusters Score -1.965964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -19659628.000000 Penalty: 5933.458496
	Iteration 178Q: 3 clusters Score -1.965963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -19659630.000000 Penalty: 5933.458496
	Iteration 179Q: 3 clusters Score -1.965963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -19659632.000000 Penalty: 5933.458496
	Iteration 180F: 3 clusters Score -1.965963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -19659630.000000 Penalty: 5933.458496
	Iteration 181Q: 3 clusters Score -1.965963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -19659632.000000 Penalty: 5933.458496
	Iteration 182Q: 3 clusters Score -1.965963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -19659628.000000 Penalty: 5933.458496
	Iteration 183Q: 3 clusters Score -1.965963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -19659634.000000 Penalty: 5933.458496
	Iteration 184Q: 3 clusters Score -1.965963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -19659636.000000 Penalty: 5933.458496
	Iteration 185Q: 3 clusters Score -1.965964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -19659626.000000 Penalty: 5933.458496
	Iteration 186Q: 3 clusters Score -1.965963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -19659628.000000 Penalty: 5933.458496
	Iteration 187Q: 3 clusters Score -1.965963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -19659628.000000 Penalty: 5933.458496
	Iteration 188F: 3 clusters Score -1.965963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72115.984375 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72115.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72307.617188 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72307.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72364.375000 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -72364.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72393.117188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72393.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72403.328125 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72403.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72403.328125 Penalty: 3180.261963
	Iteration 5F: 3 clusters Score -72403.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Entering Unmasked Estep 
Score: -10424762.000000 Penalty: 2815.832764
	Iteration 0F: 2 clusters Score -1.042476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -10367439.000000 Penalty: 5631.665527
	Iteration 0F: 3 clusters Score -1.036744e+07 nChanged 40297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -10390770.000000 Penalty: 5631.665527
	Iteration 1F: 3 clusters Score -1.039077e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -10391820.000000 Penalty: 5631.665527
	Iteration 2Q: 3 clusters Score -1.039182e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -10393289.000000 Penalty: 5631.665527
	Iteration 3Q: 3 clusters Score -1.039329e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -10395556.000000 Penalty: 5631.665527
	Iteration 4F: 3 clusters Score -1.039556e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -10399048.000000 Penalty: 5631.665527
	Iteration 5F: 3 clusters Score -1.039905e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -10403493.000000 Penalty: 5631.665527
	Iteration 6F: 3 clusters Score -1.040349e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -10408432.000000 Penalty: 5631.665527
	Iteration 7F: 3 clusters Score -1.040843e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -10412930.000000 Penalty: 5631.665527
	Iteration 8F: 3 clusters Score -1.041293e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -10417078.000000 Penalty: 5631.665527
	Iteration 9Q: 3 clusters Score -1.041708e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10420207.000000 Penalty: 5631.665527
	Iteration 10Q: 3 clusters Score -1.042021e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10421546.000000 Penalty: 5631.665527
	Iteration 11Q: 3 clusters Score -1.042155e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10421895.000000 Penalty: 5631.665527
	Iteration 12Q: 3 clusters Score -1.04219e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10422049.000000 Penalty: 5631.665527
	Iteration 13Q: 3 clusters Score -1.042205e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10422133.000000 Penalty: 5631.665527
	Iteration 14Q: 3 clusters Score -1.042213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10422158.000000 Penalty: 5631.665527
	Iteration 15Q: 3 clusters Score -1.042216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10422171.000000 Penalty: 5631.665527
	Iteration 16Q: 3 clusters Score -1.042217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10422176.000000 Penalty: 5631.665527
	Iteration 17Q: 3 clusters Score -1.042218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10422186.000000 Penalty: 5631.665527
	Iteration 18Q: 3 clusters Score -1.042219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10422194.000000 Penalty: 5631.665527
	Iteration 19Q: 3 clusters Score -1.042219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10422194.000000 Penalty: 5631.665527
	Iteration 20F: 3 clusters Score -1.042219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10422196.000000 Penalty: 5631.665527
	Iteration 21Q: 3 clusters Score -1.04222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10422203.000000 Penalty: 5631.665527
	Iteration 22Q: 3 clusters Score -1.04222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10422203.000000 Penalty: 5631.665527
	Iteration 23F: 3 clusters Score -1.04222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 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 88 members 
Entering Unmasked Estep 
Score: -17411.185547 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17411.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17483.572266 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17483.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17506.289062 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17506.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17529.369141 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17529.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17529.369141 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17529.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -130387.367188 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -130387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128490.992188 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -128491 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128882.421875 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -128882.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129019.375000 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -129019.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -129146.789062 Penalty: 3479.347900
	Iteration 3F: 3 clusters Score -129146.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129228.648438 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -129228.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129296.375000 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -129296.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129374.164062 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -129374.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -129456.968750 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -129457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129548.398438 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -129548.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -129623.296875 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -129623.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129682.414062 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -129682.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -129728.281250 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -129728.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -129761.992188 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -129762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -129800.953125 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -129801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -129822.289062 Penalty: 3479.347900
	Iteration 14Q: 3 clusters Score -129822.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129848.812500 Penalty: 3479.347900
	Iteration 15Q: 3 clusters Score -129848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -129886.750000 Penalty: 3479.347900
	Iteration 16Q: 3 clusters Score -129886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -129930.187500 Penalty: 3479.347900
	Iteration 17Q: 3 clusters Score -129930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -129938.968750 Penalty: 3479.347900
	Iteration 18Q: 3 clusters Score -129939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -129951.281250 Penalty: 3479.347900
	Iteration 19Q: 3 clusters Score -129951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129975.812500 Penalty: 3479.347900
	Iteration 20F: 3 clusters Score -129975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129992.070312 Penalty: 3479.347900
	Iteration 21Q: 3 clusters Score -129992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129994.085938 Penalty: 3479.347900
	Iteration 22Q: 3 clusters Score -129994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129994.085938 Penalty: 3479.347900
	Iteration 23F: 3 clusters Score -129994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -86099.914062 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -86099.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84432.445312 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -84432.45 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84862.429688 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -84862.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84958.078125 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -84958.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85024.726562 Penalty: 3299.820068
	Iteration 3Q: 3 clusters Score -85024.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85082.593750 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -85082.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85128.093750 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -85128.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85161.507812 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -85161.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85198.867188 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -85198.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85249.734375 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -85249.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85310.093750 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -85310.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85391.015625 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -85391.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85470.273438 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -85470.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85529.335938 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -85529.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85589.281250 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -85589.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85677.968750 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -85677.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85793.460938 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -85793.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86010.234375 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -86010.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86187.953125 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -86187.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86236.164062 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -86236.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86275.882812 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -86275.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86328.882812 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -86328.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86391.242188 Penalty: 3299.820068
	Iteration 21Q: 3 clusters Score -86391.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86415.804688 Penalty: 3299.820068
	Iteration 22Q: 3 clusters Score -86415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86433.093750 Penalty: 3299.820068
	Iteration 23Q: 3 clusters Score -86433.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86438.023438 Penalty: 3299.820068
	Iteration 24Q: 3 clusters Score -86438.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86445.062500 Penalty: 3299.820068
	Iteration 25Q: 3 clusters Score -86445.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86447.273438 Penalty: 3299.820068
	Iteration 26Q: 3 clusters Score -86447.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86448.429688 Penalty: 3299.820068
	Iteration 27Q: 3 clusters Score -86448.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86448.429688 Penalty: 3299.820068
	Iteration 28F: 3 clusters Score -86448.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 149129 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 146033 members 
Mstep: Class 6 contains 156783 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85320 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 153298 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 99957 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 25728 members 
Mstep: Class 23 contains 5394 members 
Entering Unmasked Estep 
Score: -105735880.000000 Penalty: 74535.210938
Splitting cluster 11 changes total score from -105737288.000000 to -105735880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Entering Unmasked Estep 
Score: -1095628.625000 Penalty: 2262.891846
	Iteration 0F: 2 clusters Score -1095629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1088513.000000 Penalty: 4525.783691
	Iteration 0F: 3 clusters Score -1088513 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1090720.500000 Penalty: 4525.783691
	Iteration 1F: 3 clusters Score -1090720 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1091318.125000 Penalty: 4525.783691
	Iteration 2F: 3 clusters Score -1091318 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1091998.125000 Penalty: 4525.783691
	Iteration 3F: 3 clusters Score -1091998 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1092636.000000 Penalty: 4525.783691
	Iteration 4F: 3 clusters Score -1092636 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1093135.875000 Penalty: 4525.783691
	Iteration 5F: 3 clusters Score -1093136 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1093531.750000 Penalty: 4525.783691
	Iteration 6F: 3 clusters Score -1093532 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1093793.500000 Penalty: 4525.783691
	Iteration 7Q: 3 clusters Score -1093794 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1093973.500000 Penalty: 4525.783691
	Iteration 8Q: 3 clusters Score -1093974 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1094103.750000 Penalty: 4525.783691
	Iteration 9Q: 3 clusters Score -1094104 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1094199.500000 Penalty: 4525.783691
	Iteration 10Q: 3 clusters Score -1094200 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1094276.750000 Penalty: 4525.783691
	Iteration 11Q: 3 clusters Score -1094277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1094338.125000 Penalty: 4525.783691
	Iteration 12Q: 3 clusters Score -1094338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1094387.000000 Penalty: 4525.783691
	Iteration 13Q: 3 clusters Score -1094387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1094419.125000 Penalty: 4525.783691
	Iteration 14Q: 3 clusters Score -1094419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1094450.500000 Penalty: 4525.783691
	Iteration 15Q: 3 clusters Score -1094450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1094483.625000 Penalty: 4525.783691
	Iteration 16Q: 3 clusters Score -1094484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1094506.250000 Penalty: 4525.783691
	Iteration 17Q: 3 clusters Score -1094506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1094545.250000 Penalty: 4525.783691
	Iteration 18Q: 3 clusters Score -1094545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1094593.000000 Penalty: 4525.783691
	Iteration 19Q: 3 clusters Score -1094593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1094626.750000 Penalty: 4525.783691
	Iteration 20F: 3 clusters Score -1094627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1094641.750000 Penalty: 4525.783691
	Iteration 21Q: 3 clusters Score -1094642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1094648.875000 Penalty: 4525.783691
	Iteration 22Q: 3 clusters Score -1094649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1094654.500000 Penalty: 4525.783691
	Iteration 23Q: 3 clusters Score -1094654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1094661.250000 Penalty: 4525.783691
	Iteration 24Q: 3 clusters Score -1094661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1094671.125000 Penalty: 4525.783691
	Iteration 25Q: 3 clusters Score -1094671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1094673.250000 Penalty: 4525.783691
	Iteration 26Q: 3 clusters Score -1094673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1094675.500000 Penalty: 4525.783691
	Iteration 27Q: 3 clusters Score -1094676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1094675.625000 Penalty: 4525.783691
	Iteration 28Q: 3 clusters Score -1094676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1094676.375000 Penalty: 4525.783691
	Iteration 29Q: 3 clusters Score -1094676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1094676.375000 Penalty: 4525.783691
	Iteration 30F: 3 clusters Score -1094676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -121077.500000 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -121077.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119136.554688 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -119136.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120239.226562 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -120239.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120920.671875 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -120920.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121264.093750 Penalty: 3503.271973
	Iteration 3F: 3 clusters Score -121264.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -121603.179688 Penalty: 3503.271973
	Iteration 4F: 3 clusters Score -121603.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121957.921875 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -121957.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122025.945312 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -122025.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -122106.562500 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -122106.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -122154.421875 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -122154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122165.859375 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -122165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122169.406250 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -122169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122169.406250 Penalty: 3503.271973
	Iteration 11F: 3 clusters Score -122169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 149129 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 146033 members 
Mstep: Class 6 contains 156783 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85320 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 702 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 153298 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 99957 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 25728 members 
Mstep: Class 23 contains 5394 members 
Entering Unmasked Estep 
Score: -105736704.000000 Penalty: 74535.210938
Splitting cluster 13 changes total score from -105737288.000000 to -105736704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (153298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Entering Unmasked Estep 
Score: -19263470.000000 Penalty: 2961.154541
	Iteration 0F: 2 clusters Score -1.926347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -19161142.000000 Penalty: 5922.309082
	Iteration 0F: 3 clusters Score -1.916114e+07 nChanged 73235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -19203562.000000 Penalty: 5922.309082
	Iteration 1F: 3 clusters Score -1.920356e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -19204536.000000 Penalty: 5922.309082
	Iteration 2Q: 3 clusters Score -1.920454e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -19205872.000000 Penalty: 5922.309082
	Iteration 3Q: 3 clusters Score -1.920587e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -19207690.000000 Penalty: 5922.309082
	Iteration 4Q: 3 clusters Score -1.920769e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -19210210.000000 Penalty: 5922.309082
	Iteration 5Q: 3 clusters Score -1.921021e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -19214184.000000 Penalty: 5922.309082
	Iteration 6Q: 3 clusters Score -1.921418e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -19219994.000000 Penalty: 5922.309082
	Iteration 7F: 3 clusters Score -1.921999e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -19228820.000000 Penalty: 5922.309082
	Iteration 8F: 3 clusters Score -1.922882e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -19238628.000000 Penalty: 5922.309082
	Iteration 9F: 3 clusters Score -1.923863e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -19245114.000000 Penalty: 5922.309082
	Iteration 10F: 3 clusters Score -1.924511e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -19247882.000000 Penalty: 5922.309082
	Iteration 11Q: 3 clusters Score -1.924788e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -19249408.000000 Penalty: 5922.309082
	Iteration 12Q: 3 clusters Score -1.924941e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -19250740.000000 Penalty: 5922.309082
	Iteration 13Q: 3 clusters Score -1.925074e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -19251894.000000 Penalty: 5922.309082
	Iteration 14Q: 3 clusters Score -1.925189e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -19252840.000000 Penalty: 5922.309082
	Iteration 15Q: 3 clusters Score -1.925284e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -19253616.000000 Penalty: 5922.309082
	Iteration 16Q: 3 clusters Score -1.925362e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -19254026.000000 Penalty: 5922.309082
	Iteration 17Q: 3 clusters Score -1.925403e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -19254538.000000 Penalty: 5922.309082
	Iteration 18Q: 3 clusters Score -1.925454e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -19254968.000000 Penalty: 5922.309082
	Iteration 19Q: 3 clusters Score -1.925497e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -19255350.000000 Penalty: 5922.309082
	Iteration 20F: 3 clusters Score -1.925535e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -19255694.000000 Penalty: 5922.309082
	Iteration 21Q: 3 clusters Score -1.925569e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -19256062.000000 Penalty: 5922.309082
	Iteration 22Q: 3 clusters Score -1.925606e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -19256350.000000 Penalty: 5922.309082
	Iteration 23Q: 3 clusters Score -1.925635e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -19256634.000000 Penalty: 5922.309082
	Iteration 24Q: 3 clusters Score -1.925663e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -19256968.000000 Penalty: 5922.309082
	Iteration 25Q: 3 clusters Score -1.925697e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -19257204.000000 Penalty: 5922.309082
	Iteration 26Q: 3 clusters Score -1.92572e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -19257442.000000 Penalty: 5922.309082
	Iteration 27Q: 3 clusters Score -1.925744e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119460 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -19257736.000000 Penalty: 5922.309082
	Iteration 28Q: 3 clusters Score -1.925774e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -19257866.000000 Penalty: 5922.309082
	Iteration 29Q: 3 clusters Score -1.925787e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -19258092.000000 Penalty: 5922.309082
	Iteration 30Q: 3 clusters Score -1.925809e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -19258294.000000 Penalty: 5922.309082
	Iteration 31Q: 3 clusters Score -1.925829e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -19258434.000000 Penalty: 5922.309082
	Iteration 32Q: 3 clusters Score -1.925843e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -19258670.000000 Penalty: 5922.309082
	Iteration 33Q: 3 clusters Score -1.925867e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125882 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -19258948.000000 Penalty: 5922.309082
	Iteration 34Q: 3 clusters Score -1.925895e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -19259202.000000 Penalty: 5922.309082
	Iteration 35Q: 3 clusters Score -1.92592e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127843 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -19259392.000000 Penalty: 5922.309082
	Iteration 36Q: 3 clusters Score -1.925939e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -19259644.000000 Penalty: 5922.309082
	Iteration 37Q: 3 clusters Score -1.925964e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129670 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -19259832.000000 Penalty: 5922.309082
	Iteration 38Q: 3 clusters Score -1.925983e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130583 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -19259922.000000 Penalty: 5922.309082
	Iteration 39Q: 3 clusters Score -1.925992e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -19260100.000000 Penalty: 5922.309082
	Iteration 40F: 3 clusters Score -1.92601e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -19260298.000000 Penalty: 5922.309082
	Iteration 41Q: 3 clusters Score -1.92603e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -19260396.000000 Penalty: 5922.309082
	Iteration 42Q: 3 clusters Score -1.92604e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -19260532.000000 Penalty: 5922.309082
	Iteration 43Q: 3 clusters Score -1.926053e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134425 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -19260638.000000 Penalty: 5922.309082
	Iteration 44Q: 3 clusters Score -1.926064e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135080 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -19260740.000000 Penalty: 5922.309082
	Iteration 45Q: 3 clusters Score -1.926074e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -19260858.000000 Penalty: 5922.309082
	Iteration 46Q: 3 clusters Score -1.926086e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -19260934.000000 Penalty: 5922.309082
	Iteration 47Q: 3 clusters Score -1.926093e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -19260994.000000 Penalty: 5922.309082
	Iteration 48Q: 3 clusters Score -1.926099e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -19261038.000000 Penalty: 5922.309082
	Iteration 49Q: 3 clusters Score -1.926104e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -19261074.000000 Penalty: 5922.309082
	Iteration 50Q: 3 clusters Score -1.926107e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -19261070.000000 Penalty: 5922.309082
	Iteration 51Q: 3 clusters Score -1.926107e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -19261072.000000 Penalty: 5922.309082
	Iteration 52Q: 3 clusters Score -1.926107e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139170 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -19261094.000000 Penalty: 5922.309082
	Iteration 53Q: 3 clusters Score -1.926109e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -19261166.000000 Penalty: 5922.309082
	Iteration 54Q: 3 clusters Score -1.926117e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140018 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -19261224.000000 Penalty: 5922.309082
	Iteration 55Q: 3 clusters Score -1.926122e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140442 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -19261276.000000 Penalty: 5922.309082
	Iteration 56Q: 3 clusters Score -1.926128e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140847 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -19261306.000000 Penalty: 5922.309082
	Iteration 57Q: 3 clusters Score -1.926131e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141233 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -19261382.000000 Penalty: 5922.309082
	Iteration 58Q: 3 clusters Score -1.926138e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -19261414.000000 Penalty: 5922.309082
	Iteration 59Q: 3 clusters Score -1.926141e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141889 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -19261456.000000 Penalty: 5922.309082
	Iteration 60F: 3 clusters Score -1.926146e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142201 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -19261466.000000 Penalty: 5922.309082
	Iteration 61Q: 3 clusters Score -1.926147e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142463 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -19261544.000000 Penalty: 5922.309082
	Iteration 62Q: 3 clusters Score -1.926154e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142734 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -19261576.000000 Penalty: 5922.309082
	Iteration 63Q: 3 clusters Score -1.926158e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143013 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -19261572.000000 Penalty: 5922.309082
	Iteration 64Q: 3 clusters Score -1.926157e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -19261610.000000 Penalty: 5922.309082
	Iteration 65Q: 3 clusters Score -1.926161e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -19261708.000000 Penalty: 5922.309082
	Iteration 66Q: 3 clusters Score -1.926171e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143843 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -19261768.000000 Penalty: 5922.309082
	Iteration 67Q: 3 clusters Score -1.926177e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144088 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -19261774.000000 Penalty: 5922.309082
	Iteration 68Q: 3 clusters Score -1.926177e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -19261806.000000 Penalty: 5922.309082
	Iteration 69Q: 3 clusters Score -1.926181e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -19261842.000000 Penalty: 5922.309082
	Iteration 70Q: 3 clusters Score -1.926184e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144710 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -19261800.000000 Penalty: 5922.309082
	Iteration 71Q: 3 clusters Score -1.92618e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -19261786.000000 Penalty: 5922.309082
	Iteration 72Q: 3 clusters Score -1.926179e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145116 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -19261790.000000 Penalty: 5922.309082
	Iteration 73Q: 3 clusters Score -1.926179e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -19261802.000000 Penalty: 5922.309082
	Iteration 74Q: 3 clusters Score -1.92618e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -19261802.000000 Penalty: 5922.309082
	Iteration 75Q: 3 clusters Score -1.92618e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145654 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -19261842.000000 Penalty: 5922.309082
	Iteration 76Q: 3 clusters Score -1.926184e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145810 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -19261838.000000 Penalty: 5922.309082
	Iteration 77Q: 3 clusters Score -1.926184e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -19261914.000000 Penalty: 5922.309082
	Iteration 78Q: 3 clusters Score -1.926191e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -19261938.000000 Penalty: 5922.309082
	Iteration 79Q: 3 clusters Score -1.926194e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -19261920.000000 Penalty: 5922.309082
	Iteration 80F: 3 clusters Score -1.926192e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -19261904.000000 Penalty: 5922.309082
	Iteration 81Q: 3 clusters Score -1.92619e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -19261936.000000 Penalty: 5922.309082
	Iteration 82Q: 3 clusters Score -1.926194e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -19261958.000000 Penalty: 5922.309082
	Iteration 83Q: 3 clusters Score -1.926196e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -19262014.000000 Penalty: 5922.309082
	Iteration 84Q: 3 clusters Score -1.926201e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146855 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -19262024.000000 Penalty: 5922.309082
	Iteration 85Q: 3 clusters Score -1.926202e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146949 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -19262040.000000 Penalty: 5922.309082
	Iteration 86Q: 3 clusters Score -1.926204e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -19262032.000000 Penalty: 5922.309082
	Iteration 87Q: 3 clusters Score -1.926203e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -19262026.000000 Penalty: 5922.309082
	Iteration 88Q: 3 clusters Score -1.926203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147223 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -19262032.000000 Penalty: 5922.309082
	Iteration 89Q: 3 clusters Score -1.926203e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -19262062.000000 Penalty: 5922.309082
	Iteration 90Q: 3 clusters Score -1.926206e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147411 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -19262088.000000 Penalty: 5922.309082
	Iteration 91Q: 3 clusters Score -1.926209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147502 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -19262100.000000 Penalty: 5922.309082
	Iteration 92Q: 3 clusters Score -1.92621e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147597 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -19262096.000000 Penalty: 5922.309082
	Iteration 93Q: 3 clusters Score -1.92621e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -19262090.000000 Penalty: 5922.309082
	Iteration 94Q: 3 clusters Score -1.926209e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -19262100.000000 Penalty: 5922.309082
	Iteration 95Q: 3 clusters Score -1.92621e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147835 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -19262104.000000 Penalty: 5922.309082
	Iteration 96Q: 3 clusters Score -1.92621e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -19262134.000000 Penalty: 5922.309082
	Iteration 97Q: 3 clusters Score -1.926213e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -19262120.000000 Penalty: 5922.309082
	Iteration 98Q: 3 clusters Score -1.926212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -19262126.000000 Penalty: 5922.309082
	Iteration 99Q: 3 clusters Score -1.926213e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148059 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -19262114.000000 Penalty: 5922.309082
	Iteration 100F: 3 clusters Score -1.926211e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -19262140.000000 Penalty: 5922.309082
	Iteration 101Q: 3 clusters Score -1.926214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -19262130.000000 Penalty: 5922.309082
	Iteration 102Q: 3 clusters Score -1.926213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -19262134.000000 Penalty: 5922.309082
	Iteration 103Q: 3 clusters Score -1.926213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -19262138.000000 Penalty: 5922.309082
	Iteration 104Q: 3 clusters Score -1.926214e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -19262122.000000 Penalty: 5922.309082
	Iteration 105Q: 3 clusters Score -1.926212e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148340 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -19262126.000000 Penalty: 5922.309082
	Iteration 106Q: 3 clusters Score -1.926213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148396 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -19262106.000000 Penalty: 5922.309082
	Iteration 107Q: 3 clusters Score -1.926211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -19262100.000000 Penalty: 5922.309082
	Iteration 108Q: 3 clusters Score -1.92621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -19262126.000000 Penalty: 5922.309082
	Iteration 109Q: 3 clusters Score -1.926213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -19262116.000000 Penalty: 5922.309082
	Iteration 110Q: 3 clusters Score -1.926212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -19262108.000000 Penalty: 5922.309082
	Iteration 111Q: 3 clusters Score -1.926211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148583 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -19262098.000000 Penalty: 5922.309082
	Iteration 112Q: 3 clusters Score -1.92621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148624 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -19262104.000000 Penalty: 5922.309082
	Iteration 113Q: 3 clusters Score -1.92621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -19262110.000000 Penalty: 5922.309082
	Iteration 114Q: 3 clusters Score -1.926211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -19262092.000000 Penalty: 5922.309082
	Iteration 115Q: 3 clusters Score -1.926209e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -19262130.000000 Penalty: 5922.309082
	Iteration 116Q: 3 clusters Score -1.926213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -19262176.000000 Penalty: 5922.309082
	Iteration 117Q: 3 clusters Score -1.926218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -19262176.000000 Penalty: 5922.309082
	Iteration 118Q: 3 clusters Score -1.926218e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148893 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -19262172.000000 Penalty: 5922.309082
	Iteration 119Q: 3 clusters Score -1.926217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148937 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -19262188.000000 Penalty: 5922.309082
	Iteration 120F: 3 clusters Score -1.926219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -19262178.000000 Penalty: 5922.309082
	Iteration 121Q: 3 clusters Score -1.926218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149016 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -19262178.000000 Penalty: 5922.309082
	Iteration 122Q: 3 clusters Score -1.926218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -19262150.000000 Penalty: 5922.309082
	Iteration 123Q: 3 clusters Score -1.926215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149076 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -19262168.000000 Penalty: 5922.309082
	Iteration 124Q: 3 clusters Score -1.926217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149098 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -19262176.000000 Penalty: 5922.309082
	Iteration 125Q: 3 clusters Score -1.926218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149127 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -19262166.000000 Penalty: 5922.309082
	Iteration 126Q: 3 clusters Score -1.926217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -19262174.000000 Penalty: 5922.309082
	Iteration 127Q: 3 clusters Score -1.926217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19262168.000000 Penalty: 5922.309082
	Iteration 128Q: 3 clusters Score -1.926217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -19262164.000000 Penalty: 5922.309082
	Iteration 129Q: 3 clusters Score -1.926216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19262154.000000 Penalty: 5922.309082
	Iteration 130Q: 3 clusters Score -1.926215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19262168.000000 Penalty: 5922.309082
	Iteration 131Q: 3 clusters Score -1.926217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -19262170.000000 Penalty: 5922.309082
	Iteration 132Q: 3 clusters Score -1.926217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -19262156.000000 Penalty: 5922.309082
	Iteration 133Q: 3 clusters Score -1.926216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -19262124.000000 Penalty: 5922.309082
	Iteration 134Q: 3 clusters Score -1.926212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149348 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -19262148.000000 Penalty: 5922.309082
	Iteration 135Q: 3 clusters Score -1.926215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -19262142.000000 Penalty: 5922.309082
	Iteration 136Q: 3 clusters Score -1.926214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -19262160.000000 Penalty: 5922.309082
	Iteration 137Q: 3 clusters Score -1.926216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -19262168.000000 Penalty: 5922.309082
	Iteration 138Q: 3 clusters Score -1.926217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -19262174.000000 Penalty: 5922.309082
	Iteration 139Q: 3 clusters Score -1.926217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -19262162.000000 Penalty: 5922.309082
	Iteration 140F: 3 clusters Score -1.926216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -19262166.000000 Penalty: 5922.309082
	Iteration 141Q: 3 clusters Score -1.926217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149424 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -19262164.000000 Penalty: 5922.309082
	Iteration 142Q: 3 clusters Score -1.926216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -19262162.000000 Penalty: 5922.309082
	Iteration 143Q: 3 clusters Score -1.926216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149427 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -19262168.000000 Penalty: 5922.309082
	Iteration 144Q: 3 clusters Score -1.926217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -19262158.000000 Penalty: 5922.309082
	Iteration 145Q: 3 clusters Score -1.926216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -19262158.000000 Penalty: 5922.309082
	Iteration 146F: 3 clusters Score -1.926216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1587071.500000 Penalty: 2338.330811
	Iteration 0F: 2 clusters Score -1587072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1577889.875000 Penalty: 4676.661621
	Iteration 0F: 3 clusters Score -1577890 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1580777.125000 Penalty: 4676.661621
	Iteration 1F: 3 clusters Score -1580777 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1581376.125000 Penalty: 4676.661621
	Iteration 2F: 3 clusters Score -1581376 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1581882.625000 Penalty: 4676.661621
	Iteration 3F: 3 clusters Score -1581883 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1582270.250000 Penalty: 4676.661621
	Iteration 4F: 3 clusters Score -1582270 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1582645.375000 Penalty: 4676.661621
	Iteration 5F: 3 clusters Score -1582645 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1583035.625000 Penalty: 4676.661621
	Iteration 6F: 3 clusters Score -1583036 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1583401.250000 Penalty: 4676.661621
	Iteration 7Q: 3 clusters Score -1583401 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1583765.500000 Penalty: 4676.661621
	Iteration 8Q: 3 clusters Score -1583766 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1584087.625000 Penalty: 4676.661621
	Iteration 9Q: 3 clusters Score -1584088 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1584362.375000 Penalty: 4676.661621
	Iteration 10Q: 3 clusters Score -1584362 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1584596.500000 Penalty: 4676.661621
	Iteration 11Q: 3 clusters Score -1584596 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1584796.250000 Penalty: 4676.661621
	Iteration 12Q: 3 clusters Score -1584796 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1584972.750000 Penalty: 4676.661621
	Iteration 13Q: 3 clusters Score -1584973 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1585127.000000 Penalty: 4676.661621
	Iteration 14Q: 3 clusters Score -1585127 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1585233.000000 Penalty: 4676.661621
	Iteration 15Q: 3 clusters Score -1585233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1585320.500000 Penalty: 4676.661621
	Iteration 16Q: 3 clusters Score -1585320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1585376.250000 Penalty: 4676.661621
	Iteration 17Q: 3 clusters Score -1585376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1585410.500000 Penalty: 4676.661621
	Iteration 18Q: 3 clusters Score -1585410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1585457.500000 Penalty: 4676.661621
	Iteration 19Q: 3 clusters Score -1585458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1585476.875000 Penalty: 4676.661621
	Iteration 20F: 3 clusters Score -1585477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1585503.125000 Penalty: 4676.661621
	Iteration 21Q: 3 clusters Score -1585503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1585530.375000 Penalty: 4676.661621
	Iteration 22Q: 3 clusters Score -1585530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1585545.125000 Penalty: 4676.661621
	Iteration 23Q: 3 clusters Score -1585545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1585560.375000 Penalty: 4676.661621
	Iteration 24Q: 3 clusters Score -1585560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1585568.000000 Penalty: 4676.661621
	Iteration 25Q: 3 clusters Score -1585568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1585578.375000 Penalty: 4676.661621
	Iteration 26Q: 3 clusters Score -1585578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1585590.000000 Penalty: 4676.661621
	Iteration 27Q: 3 clusters Score -1585590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1585599.375000 Penalty: 4676.661621
	Iteration 28Q: 3 clusters Score -1585599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1585610.250000 Penalty: 4676.661621
	Iteration 29Q: 3 clusters Score -1585610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1585625.250000 Penalty: 4676.661621
	Iteration 30Q: 3 clusters Score -1585625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1585631.125000 Penalty: 4676.661621
	Iteration 31Q: 3 clusters Score -1585631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1585635.250000 Penalty: 4676.661621
	Iteration 32Q: 3 clusters Score -1585635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1585643.750000 Penalty: 4676.661621
	Iteration 33Q: 3 clusters Score -1585644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1585645.750000 Penalty: 4676.661621
	Iteration 34Q: 3 clusters Score -1585646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1585644.750000 Penalty: 4676.661621
	Iteration 35Q: 3 clusters Score -1585645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1585645.250000 Penalty: 4676.661621
	Iteration 36Q: 3 clusters Score -1585645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1585651.625000 Penalty: 4676.661621
	Iteration 37Q: 3 clusters Score -1585652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1585656.750000 Penalty: 4676.661621
	Iteration 38Q: 3 clusters Score -1585657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1585659.375000 Penalty: 4676.661621
	Iteration 39Q: 3 clusters Score -1585659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1585659.125000 Penalty: 4676.661621
	Iteration 40F: 3 clusters Score -1585659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1585661.875000 Penalty: 4676.661621
	Iteration 41Q: 3 clusters Score -1585662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1585664.000000 Penalty: 4676.661621
	Iteration 42Q: 3 clusters Score -1585664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1585665.000000 Penalty: 4676.661621
	Iteration 43Q: 3 clusters Score -1585665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1585671.500000 Penalty: 4676.661621
	Iteration 44Q: 3 clusters Score -1585672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1585679.125000 Penalty: 4676.661621
	Iteration 45Q: 3 clusters Score -1585679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1585683.625000 Penalty: 4676.661621
	Iteration 46Q: 3 clusters Score -1585684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1585689.250000 Penalty: 4676.661621
	Iteration 47Q: 3 clusters Score -1585689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1585691.125000 Penalty: 4676.661621
	Iteration 48Q: 3 clusters Score -1585691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1585696.125000 Penalty: 4676.661621
	Iteration 49Q: 3 clusters Score -1585696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1585702.000000 Penalty: 4676.661621
	Iteration 50Q: 3 clusters Score -1585702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1585706.625000 Penalty: 4676.661621
	Iteration 51Q: 3 clusters Score -1585707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1585708.375000 Penalty: 4676.661621
	Iteration 52Q: 3 clusters Score -1585708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1585714.375000 Penalty: 4676.661621
	Iteration 53Q: 3 clusters Score -1585714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1585713.125000 Penalty: 4676.661621
	Iteration 54Q: 3 clusters Score -1585713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1585716.750000 Penalty: 4676.661621
	Iteration 55Q: 3 clusters Score -1585717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1585718.750000 Penalty: 4676.661621
	Iteration 56Q: 3 clusters Score -1585719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1585726.750000 Penalty: 4676.661621
	Iteration 57Q: 3 clusters Score -1585727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1585729.125000 Penalty: 4676.661621
	Iteration 58Q: 3 clusters Score -1585729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1585729.000000 Penalty: 4676.661621
	Iteration 59Q: 3 clusters Score -1585729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1585732.250000 Penalty: 4676.661621
	Iteration 60F: 3 clusters Score -1585732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1585731.250000 Penalty: 4676.661621
	Iteration 61Q: 3 clusters Score -1585731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1585733.625000 Penalty: 4676.661621
	Iteration 62Q: 3 clusters Score -1585734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1585733.125000 Penalty: 4676.661621
	Iteration 63Q: 3 clusters Score -1585733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1585734.750000 Penalty: 4676.661621
	Iteration 64Q: 3 clusters Score -1585735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1585734.375000 Penalty: 4676.661621
	Iteration 65Q: 3 clusters Score -1585734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1585737.250000 Penalty: 4676.661621
	Iteration 66Q: 3 clusters Score -1585737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1585741.875000 Penalty: 4676.661621
	Iteration 67Q: 3 clusters Score -1585742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1585742.000000 Penalty: 4676.661621
	Iteration 68Q: 3 clusters Score -1585742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1585743.125000 Penalty: 4676.661621
	Iteration 69Q: 3 clusters Score -1585743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1585743.125000 Penalty: 4676.661621
	Iteration 70F: 3 clusters Score -1585743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -33274.621094 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -33274.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31988.017578 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31988.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32120.701172 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -32120.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32150.023438 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -32150.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32176.042969 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -32176.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32180.505859 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32180.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32188.066406 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32188.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32195.431641 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32195.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32197.259766 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -32197.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32197.259766 Penalty: 2864.177490
	Iteration 8F: 3 clusters Score -32197.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -31382.216797 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -31382.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30094.546875 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -30094.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30325.703125 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -30325.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30418.150391 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -30418.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30490.835938 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -30490.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30549.714844 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -30549.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30593.140625 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -30593.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30621.619141 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -30621.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30654.234375 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -30654.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30689.802734 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -30689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30719.349609 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -30719.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30724.412109 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -30724.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30726.044922 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -30726.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30731.189453 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -30731.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30735.074219 Penalty: 2864.177490
	Iteration 13Q: 3 clusters Score -30735.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30735.224609 Penalty: 2864.177490
	Iteration 14F: 3 clusters Score -30735.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30775.863281 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -30775.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30797.531250 Penalty: 2864.177490
	Iteration 16Q: 3 clusters Score -30797.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30844.976562 Penalty: 2864.177490
	Iteration 17Q: 3 clusters Score -30844.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30874.355469 Penalty: 2864.177490
	Iteration 18Q: 3 clusters Score -30874.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30887.767578 Penalty: 2864.177490
	Iteration 19Q: 3 clusters Score -30887.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30887.767578 Penalty: 2864.177490
	Iteration 20F: 3 clusters Score -30887.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Entering Unmasked Estep 
Score: -12689348.000000 Penalty: 2855.098877
	Iteration 0F: 2 clusters Score -1.268935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -12622230.000000 Penalty: 5710.197754
	Iteration 0F: 3 clusters Score -1.262223e+07 nChanged 47191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -12649192.000000 Penalty: 5710.197754
	Iteration 1F: 3 clusters Score -1.264919e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -12649675.000000 Penalty: 5710.197754
	Iteration 2Q: 3 clusters Score -1.264968e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -12650191.000000 Penalty: 5710.197754
	Iteration 3Q: 3 clusters Score -1.265019e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -12650853.000000 Penalty: 5710.197754
	Iteration 4Q: 3 clusters Score -1.265085e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -12651471.000000 Penalty: 5710.197754
	Iteration 5Q: 3 clusters Score -1.265147e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -12652298.000000 Penalty: 5710.197754
	Iteration 6Q: 3 clusters Score -1.26523e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -12653557.000000 Penalty: 5710.197754
	Iteration 7Q: 3 clusters Score -1.265356e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -12655752.000000 Penalty: 5710.197754
	Iteration 8Q: 3 clusters Score -1.265575e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -12659456.000000 Penalty: 5710.197754
	Iteration 9F: 3 clusters Score -1.265946e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -12665260.000000 Penalty: 5710.197754
	Iteration 10F: 3 clusters Score -1.266526e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -12672267.000000 Penalty: 5710.197754
	Iteration 11F: 3 clusters Score -1.267227e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -12678069.000000 Penalty: 5710.197754
	Iteration 12F: 3 clusters Score -1.267807e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -12681757.000000 Penalty: 5710.197754
	Iteration 13Q: 3 clusters Score -1.268176e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -12683825.000000 Penalty: 5710.197754
	Iteration 14Q: 3 clusters Score -1.268382e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12685021.000000 Penalty: 5710.197754
	Iteration 15Q: 3 clusters Score -1.268502e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12685601.000000 Penalty: 5710.197754
	Iteration 16Q: 3 clusters Score -1.26856e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12686051.000000 Penalty: 5710.197754
	Iteration 17Q: 3 clusters Score -1.268605e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12686270.000000 Penalty: 5710.197754
	Iteration 18Q: 3 clusters Score -1.268627e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12686438.000000 Penalty: 5710.197754
	Iteration 19Q: 3 clusters Score -1.268644e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12686549.000000 Penalty: 5710.197754
	Iteration 20F: 3 clusters Score -1.268655e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12686611.000000 Penalty: 5710.197754
	Iteration 21Q: 3 clusters Score -1.268661e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12686661.000000 Penalty: 5710.197754
	Iteration 22Q: 3 clusters Score -1.268666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12686727.000000 Penalty: 5710.197754
	Iteration 23Q: 3 clusters Score -1.268673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12686762.000000 Penalty: 5710.197754
	Iteration 24Q: 3 clusters Score -1.268676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12686804.000000 Penalty: 5710.197754
	Iteration 25Q: 3 clusters Score -1.26868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12686826.000000 Penalty: 5710.197754
	Iteration 26Q: 3 clusters Score -1.268683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12686826.000000 Penalty: 5710.197754
	Iteration 27Q: 3 clusters Score -1.268683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12686845.000000 Penalty: 5710.197754
	Iteration 28Q: 3 clusters Score -1.268684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12686840.000000 Penalty: 5710.197754
	Iteration 29Q: 3 clusters Score -1.268684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12686857.000000 Penalty: 5710.197754
	Iteration 30Q: 3 clusters Score -1.268686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12686867.000000 Penalty: 5710.197754
	Iteration 31Q: 3 clusters Score -1.268687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12686882.000000 Penalty: 5710.197754
	Iteration 32Q: 3 clusters Score -1.268688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12686889.000000 Penalty: 5710.197754
	Iteration 33Q: 3 clusters Score -1.268689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12686897.000000 Penalty: 5710.197754
	Iteration 34Q: 3 clusters Score -1.26869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12686900.000000 Penalty: 5710.197754
	Iteration 35Q: 3 clusters Score -1.26869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12686896.000000 Penalty: 5710.197754
	Iteration 36Q: 3 clusters Score -1.26869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12686904.000000 Penalty: 5710.197754
	Iteration 37Q: 3 clusters Score -1.26869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12686896.000000 Penalty: 5710.197754
	Iteration 38Q: 3 clusters Score -1.26869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12686907.000000 Penalty: 5710.197754
	Iteration 39Q: 3 clusters Score -1.268691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12686912.000000 Penalty: 5710.197754
	Iteration 40F: 3 clusters Score -1.268691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12686922.000000 Penalty: 5710.197754
	Iteration 41Q: 3 clusters Score -1.268692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99443 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12686927.000000 Penalty: 5710.197754
	Iteration 42Q: 3 clusters Score -1.268693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99443 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12686930.000000 Penalty: 5710.197754
	Iteration 43Q: 3 clusters Score -1.268693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12686929.000000 Penalty: 5710.197754
	Iteration 44Q: 3 clusters Score -1.268693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12686914.000000 Penalty: 5710.197754
	Iteration 45Q: 3 clusters Score -1.268691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12686922.000000 Penalty: 5710.197754
	Iteration 46Q: 3 clusters Score -1.268692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12686923.000000 Penalty: 5710.197754
	Iteration 47Q: 3 clusters Score -1.268692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12686923.000000 Penalty: 5710.197754
	Iteration 48F: 3 clusters Score -1.268692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -207448.000000 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -207448 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 902 members 
Entering Unmasked Estep 
Score: -205030.703125 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -205030.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -205581.046875 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -205581 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205918.890625 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -205918.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -206178.734375 Penalty: 3718.614746
	Iteration 3F: 3 clusters Score -206178.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -206378.328125 Penalty: 3718.614746
	Iteration 4F: 3 clusters Score -206378.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -206522.921875 Penalty: 3718.614746
	Iteration 5Q: 3 clusters Score -206522.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -206601.593750 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -206601.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -206663.265625 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -206663.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -206696.562500 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -206696.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -206720.390625 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -206720.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -206746.578125 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -206746.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -206760.328125 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -206760.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206770.859375 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -206770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206781.906250 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -206781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206790.015625 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -206790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -206796.125000 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -206796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -206801.218750 Penalty: 3718.614746
	Iteration 16Q: 3 clusters Score -206801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -206805.671875 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -206805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206811.515625 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -206811.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -206816.718750 Penalty: 3718.614746
	Iteration 19Q: 3 clusters Score -206816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206818.812500 Penalty: 3718.614746
	Iteration 20F: 3 clusters Score -206818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -206821.125000 Penalty: 3718.614746
	Iteration 21Q: 3 clusters Score -206821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -206822.250000 Penalty: 3718.614746
	Iteration 22Q: 3 clusters Score -206822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206822.984375 Penalty: 3718.614746
	Iteration 23Q: 3 clusters Score -206823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206822.984375 Penalty: 3718.614746
	Iteration 24F: 3 clusters Score -206823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Entering Unmasked Estep 
Score: -3266783.000000 Penalty: 2518.523193
	Iteration 0F: 2 clusters Score -3266783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3248898.500000 Penalty: 5037.046387
	Iteration 0F: 3 clusters Score -3248898 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3254990.750000 Penalty: 5037.046387
	Iteration 1F: 3 clusters Score -3254991 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3255279.250000 Penalty: 5037.046387
	Iteration 2Q: 3 clusters Score -3255279 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3255542.000000 Penalty: 5037.046387
	Iteration 3Q: 3 clusters Score -3255542 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3255796.500000 Penalty: 5037.046387
	Iteration 4Q: 3 clusters Score -3255796 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3256010.750000 Penalty: 5037.046387
	Iteration 5Q: 3 clusters Score -3256011 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3256273.250000 Penalty: 5037.046387
	Iteration 6Q: 3 clusters Score -3256273 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3256549.000000 Penalty: 5037.046387
	Iteration 7Q: 3 clusters Score -3256549 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3256856.000000 Penalty: 5037.046387
	Iteration 8Q: 3 clusters Score -3256856 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3257215.250000 Penalty: 5037.046387
	Iteration 9Q: 3 clusters Score -3257215 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3257610.000000 Penalty: 5037.046387
	Iteration 10Q: 3 clusters Score -3257610 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3258123.500000 Penalty: 5037.046387
	Iteration 11Q: 3 clusters Score -3258124 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3258834.500000 Penalty: 5037.046387
	Iteration 12Q: 3 clusters Score -3258834 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3259696.750000 Penalty: 5037.046387
	Iteration 13Q: 3 clusters Score -3259697 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3260689.750000 Penalty: 5037.046387
	Iteration 14F: 3 clusters Score -3260690 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3261580.750000 Penalty: 5037.046387
	Iteration 15F: 3 clusters Score -3261581 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3262241.250000 Penalty: 5037.046387
	Iteration 16Q: 3 clusters Score -3262241 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3262665.000000 Penalty: 5037.046387
	Iteration 17Q: 3 clusters Score -3262665 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3262916.000000 Penalty: 5037.046387
	Iteration 18Q: 3 clusters Score -3262916 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3263075.250000 Penalty: 5037.046387
	Iteration 19Q: 3 clusters Score -3263075 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3263174.500000 Penalty: 5037.046387
	Iteration 20F: 3 clusters Score -3263174 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3263253.000000 Penalty: 5037.046387
	Iteration 21Q: 3 clusters Score -3263253 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3263313.250000 Penalty: 5037.046387
	Iteration 22Q: 3 clusters Score -3263313 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3263342.000000 Penalty: 5037.046387
	Iteration 23Q: 3 clusters Score -3263342 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3263358.750000 Penalty: 5037.046387
	Iteration 24Q: 3 clusters Score -3263359 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3263382.000000 Penalty: 5037.046387
	Iteration 25Q: 3 clusters Score -3263382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3263388.500000 Penalty: 5037.046387
	Iteration 26Q: 3 clusters Score -3263388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3263404.000000 Penalty: 5037.046387
	Iteration 27Q: 3 clusters Score -3263404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3263409.000000 Penalty: 5037.046387
	Iteration 28Q: 3 clusters Score -3263409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3263415.250000 Penalty: 5037.046387
	Iteration 29Q: 3 clusters Score -3263415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3263420.000000 Penalty: 5037.046387
	Iteration 30Q: 3 clusters Score -3263420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3263422.250000 Penalty: 5037.046387
	Iteration 31Q: 3 clusters Score -3263422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3263424.750000 Penalty: 5037.046387
	Iteration 32Q: 3 clusters Score -3263425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3263429.500000 Penalty: 5037.046387
	Iteration 33Q: 3 clusters Score -3263430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3263440.500000 Penalty: 5037.046387
	Iteration 34Q: 3 clusters Score -3263440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3263440.500000 Penalty: 5037.046387
	Iteration 35Q: 3 clusters Score -3263440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3263455.500000 Penalty: 5037.046387
	Iteration 36Q: 3 clusters Score -3263456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3263456.250000 Penalty: 5037.046387
	Iteration 37Q: 3 clusters Score -3263456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3263458.000000 Penalty: 5037.046387
	Iteration 38Q: 3 clusters Score -3263458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3263458.500000 Penalty: 5037.046387
	Iteration 39Q: 3 clusters Score -3263458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3263455.250000 Penalty: 5037.046387
	Iteration 40F: 3 clusters Score -3263455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3263458.250000 Penalty: 5037.046387
	Iteration 41Q: 3 clusters Score -3263458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3263457.750000 Penalty: 5037.046387
	Iteration 42Q: 3 clusters Score -3263458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3263455.500000 Penalty: 5037.046387
	Iteration 43Q: 3 clusters Score -3263456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3263453.250000 Penalty: 5037.046387
	Iteration 44Q: 3 clusters Score -3263453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3263447.750000 Penalty: 5037.046387
	Iteration 45Q: 3 clusters Score -3263448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3263449.250000 Penalty: 5037.046387
	Iteration 46Q: 3 clusters Score -3263449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3263453.250000 Penalty: 5037.046387
	Iteration 47Q: 3 clusters Score -3263453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3263447.250000 Penalty: 5037.046387
	Iteration 48Q: 3 clusters Score -3263447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3263450.750000 Penalty: 5037.046387
	Iteration 49Q: 3 clusters Score -3263451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3263449.750000 Penalty: 5037.046387
	Iteration 50Q: 3 clusters Score -3263450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3263451.750000 Penalty: 5037.046387
	Iteration 51Q: 3 clusters Score -3263452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3263449.750000 Penalty: 5037.046387
	Iteration 52Q: 3 clusters Score -3263450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3263453.250000 Penalty: 5037.046387
	Iteration 53Q: 3 clusters Score -3263453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3263453.250000 Penalty: 5037.046387
	Iteration 54Q: 3 clusters Score -3263453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3263456.000000 Penalty: 5037.046387
	Iteration 55Q: 3 clusters Score -3263456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3263453.500000 Penalty: 5037.046387
	Iteration 56Q: 3 clusters Score -3263454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3263452.000000 Penalty: 5037.046387
	Iteration 57Q: 3 clusters Score -3263452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3263453.000000 Penalty: 5037.046387
	Iteration 58Q: 3 clusters Score -3263453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3263453.000000 Penalty: 5037.046387
	Iteration 59F: 3 clusters Score -3263453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -690859.437500 Penalty: 2131.074463
	Iteration 0F: 2 clusters Score -690859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -686065.562500 Penalty: 4262.148926
	Iteration 0F: 3 clusters Score -686065.6 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -687242.125000 Penalty: 4262.148926
	Iteration 1F: 3 clusters Score -687242.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -687447.937500 Penalty: 4262.148926
	Iteration 2F: 3 clusters Score -687447.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -687552.750000 Penalty: 4262.148926
	Iteration 3Q: 3 clusters Score -687552.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -687617.625000 Penalty: 4262.148926
	Iteration 4Q: 3 clusters Score -687617.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -687663.062500 Penalty: 4262.148926
	Iteration 5Q: 3 clusters Score -687663.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -687699.000000 Penalty: 4262.148926
	Iteration 6Q: 3 clusters Score -687699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -687726.875000 Penalty: 4262.148926
	Iteration 7Q: 3 clusters Score -687726.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -687754.937500 Penalty: 4262.148926
	Iteration 8Q: 3 clusters Score -687754.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -687771.062500 Penalty: 4262.148926
	Iteration 9Q: 3 clusters Score -687771.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -687786.875000 Penalty: 4262.148926
	Iteration 10Q: 3 clusters Score -687786.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -687807.437500 Penalty: 4262.148926
	Iteration 11Q: 3 clusters Score -687807.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -687823.312500 Penalty: 4262.148926
	Iteration 12Q: 3 clusters Score -687823.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -687836.750000 Penalty: 4262.148926
	Iteration 13Q: 3 clusters Score -687836.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -687850.000000 Penalty: 4262.148926
	Iteration 14Q: 3 clusters Score -687850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -687863.187500 Penalty: 4262.148926
	Iteration 15Q: 3 clusters Score -687863.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -687875.375000 Penalty: 4262.148926
	Iteration 16Q: 3 clusters Score -687875.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -687887.500000 Penalty: 4262.148926
	Iteration 17Q: 3 clusters Score -687887.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -687901.875000 Penalty: 4262.148926
	Iteration 18Q: 3 clusters Score -687901.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -687914.437500 Penalty: 4262.148926
	Iteration 19Q: 3 clusters Score -687914.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -687932.000000 Penalty: 4262.148926
	Iteration 20F: 3 clusters Score -687932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -687952.000000 Penalty: 4262.148926
	Iteration 21Q: 3 clusters Score -687952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -687973.375000 Penalty: 4262.148926
	Iteration 22Q: 3 clusters Score -687973.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -687996.562500 Penalty: 4262.148926
	Iteration 23Q: 3 clusters Score -687996.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -688032.562500 Penalty: 4262.148926
	Iteration 24Q: 3 clusters Score -688032.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -688073.687500 Penalty: 4262.148926
	Iteration 25Q: 3 clusters Score -688073.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -688109.687500 Penalty: 4262.148926
	Iteration 26Q: 3 clusters Score -688109.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -688151.250000 Penalty: 4262.148926
	Iteration 27Q: 3 clusters Score -688151.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -688198.812500 Penalty: 4262.148926
	Iteration 28Q: 3 clusters Score -688198.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -688245.875000 Penalty: 4262.148926
	Iteration 29Q: 3 clusters Score -688245.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -688285.500000 Penalty: 4262.148926
	Iteration 30Q: 3 clusters Score -688285.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -688318.375000 Penalty: 4262.148926
	Iteration 31Q: 3 clusters Score -688318.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -688365.812500 Penalty: 4262.148926
	Iteration 32Q: 3 clusters Score -688365.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -688418.750000 Penalty: 4262.148926
	Iteration 33Q: 3 clusters Score -688418.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -688488.000000 Penalty: 4262.148926
	Iteration 34Q: 3 clusters Score -688488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -688562.062500 Penalty: 4262.148926
	Iteration 35Q: 3 clusters Score -688562.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -688629.687500 Penalty: 4262.148926
	Iteration 36Q: 3 clusters Score -688629.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -688683.312500 Penalty: 4262.148926
	Iteration 37Q: 3 clusters Score -688683.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -688726.625000 Penalty: 4262.148926
	Iteration 38Q: 3 clusters Score -688726.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -688765.625000 Penalty: 4262.148926
	Iteration 39Q: 3 clusters Score -688765.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -688803.375000 Penalty: 4262.148926
	Iteration 40F: 3 clusters Score -688803.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -688831.062500 Penalty: 4262.148926
	Iteration 41Q: 3 clusters Score -688831.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -688845.812500 Penalty: 4262.148926
	Iteration 42Q: 3 clusters Score -688845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -688857.250000 Penalty: 4262.148926
	Iteration 43Q: 3 clusters Score -688857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -688864.750000 Penalty: 4262.148926
	Iteration 44Q: 3 clusters Score -688864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -688875.187500 Penalty: 4262.148926
	Iteration 45Q: 3 clusters Score -688875.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -688887.625000 Penalty: 4262.148926
	Iteration 46Q: 3 clusters Score -688887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -688895.000000 Penalty: 4262.148926
	Iteration 47Q: 3 clusters Score -688895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -688900.750000 Penalty: 4262.148926
	Iteration 48Q: 3 clusters Score -688900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -688905.812500 Penalty: 4262.148926
	Iteration 49Q: 3 clusters Score -688905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -688911.375000 Penalty: 4262.148926
	Iteration 50Q: 3 clusters Score -688911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -688916.750000 Penalty: 4262.148926
	Iteration 51Q: 3 clusters Score -688916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -688922.062500 Penalty: 4262.148926
	Iteration 52Q: 3 clusters Score -688922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -688924.125000 Penalty: 4262.148926
	Iteration 53Q: 3 clusters Score -688924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -688926.500000 Penalty: 4262.148926
	Iteration 54Q: 3 clusters Score -688926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -688929.750000 Penalty: 4262.148926
	Iteration 55Q: 3 clusters Score -688929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -688929.562500 Penalty: 4262.148926
	Iteration 56Q: 3 clusters Score -688929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -688930.875000 Penalty: 4262.148926
	Iteration 57Q: 3 clusters Score -688930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -688931.750000 Penalty: 4262.148926
	Iteration 58Q: 3 clusters Score -688931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -688932.312500 Penalty: 4262.148926
	Iteration 59Q: 3 clusters Score -688932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -688932.312500 Penalty: 4262.148926
	Iteration 60F: 3 clusters Score -688932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 149129 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 146033 members 
Mstep: Class 6 contains 156783 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85320 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153298 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 99957 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 25728 members 
Mstep: Class 23 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737376.000000 Penalty: 71147.250000
Iteration 159Q: 22 clusters Score -1.057374e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 149226 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 145775 members 
Mstep: Class 6 contains 156711 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85309 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153203 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 100355 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 25603 members 
Mstep: Class 23 contains 5471 members 
Entering Unmasked Estep 
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Iteration 160F: 22 clusters Score -1.057373e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 149276 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 145529 members 
Mstep: Class 6 contains 156613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85305 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 153098 members 
Mstep: Class 16 contains 12344 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 100763 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 25517 members 
Mstep: Class 23 contains 5559 members 
Entering Unmasked Estep 
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Iteration 161Q: 22 clusters Score -1.057377e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 149359 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 145265 members 
Mstep: Class 6 contains 156545 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85291 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 152959 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 101155 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 25434 members 
Mstep: Class 23 contains 5651 members 
Entering Unmasked Estep 
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Iteration 162Q: 22 clusters Score -1.057377e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 149412 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 145057 members 
Mstep: Class 6 contains 156473 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85285 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 152818 members 
Mstep: Class 16 contains 12251 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 101511 members 
Mstep: Class 21 contains 1789 members 
Mstep: Class 22 contains 25345 members 
Mstep: Class 23 contains 5754 members 
Entering Unmasked Estep 
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Iteration 163Q: 22 clusters Score -1.057384e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 149528 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 144775 members 
Mstep: Class 6 contains 156379 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85292 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 152635 members 
Mstep: Class 16 contains 12219 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 101928 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 22 contains 25261 members 
Mstep: Class 23 contains 5837 members 
Entering Unmasked Estep 
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Iteration 164Q: 22 clusters Score -1.057385e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 149675 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 144500 members 
Mstep: Class 6 contains 156297 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85290 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 152455 members 
Mstep: Class 16 contains 12178 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 102299 members 
Mstep: Class 21 contains 1779 members 
Mstep: Class 22 contains 25176 members 
Mstep: Class 23 contains 5934 members 
Entering Unmasked Estep 
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Iteration 165Q: 22 clusters Score -1.057386e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 149869 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 144158 members 
Mstep: Class 6 contains 156238 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85287 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 152264 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 102681 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 25073 members 
Mstep: Class 23 contains 6033 members 
Entering Unmasked Estep 
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Iteration 166Q: 22 clusters Score -1.057386e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 150059 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 143864 members 
Mstep: Class 6 contains 156181 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85291 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9173 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 151978 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 103094 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 24983 members 
Mstep: Class 23 contains 6145 members 
Entering Unmasked Estep 
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Iteration 167Q: 22 clusters Score -1.057386e+08 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 150239 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 143551 members 
Mstep: Class 6 contains 156096 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85292 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9170 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 151681 members 
Mstep: Class 16 contains 12065 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 103548 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 24899 members 
Mstep: Class 23 contains 6273 members 
Entering Unmasked Estep 
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Iteration 168Q: 22 clusters Score -1.057391e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 150412 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 143202 members 
Mstep: Class 6 contains 156017 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85294 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9168 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 151479 members 
Mstep: Class 16 contains 12016 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 103963 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 6420 members 
Entering Unmasked Estep 
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Iteration 169Q: 22 clusters Score -1.057393e+08 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 150579 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 142894 members 
Mstep: Class 6 contains 155943 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85297 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9167 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 151256 members 
Mstep: Class 16 contains 11971 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 104327 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 24691 members 
Mstep: Class 23 contains 6572 members 
Entering Unmasked Estep 
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Iteration 170Q: 22 clusters Score -1.057396e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 150768 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 142575 members 
Mstep: Class 6 contains 155895 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85301 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9168 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 151061 members 
Mstep: Class 16 contains 11922 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 104661 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 24576 members 
Mstep: Class 23 contains 6724 members 
Entering Unmasked Estep 
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Iteration 171Q: 22 clusters Score -1.057395e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 150984 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 142260 members 
Mstep: Class 6 contains 155810 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85298 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9167 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150909 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 104963 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 24478 members 
Mstep: Class 23 contains 6863 members 
Entering Unmasked Estep 
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Iteration 172Q: 22 clusters Score -1.057391e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 151187 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 141951 members 
Mstep: Class 6 contains 155730 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85308 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150720 members 
Mstep: Class 16 contains 11828 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 105252 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 24394 members 
Mstep: Class 23 contains 7015 members 
Entering Unmasked Estep 
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Iteration 173Q: 22 clusters Score -1.05739e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 151274 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 141688 members 
Mstep: Class 6 contains 155679 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85312 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150594 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 105544 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 24293 members 
Mstep: Class 23 contains 7159 members 
Entering Unmasked Estep 
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Iteration 174Q: 22 clusters Score -1.057387e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 151320 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 141466 members 
Mstep: Class 6 contains 155654 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85318 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150474 members 
Mstep: Class 16 contains 11754 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 105823 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 24160 members 
Mstep: Class 23 contains 7288 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -1.057388e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 151337 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 141256 members 
Mstep: Class 6 contains 155634 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85317 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150391 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 106108 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 24027 members 
Mstep: Class 23 contains 7396 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -1.057386e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 151387 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 141084 members 
Mstep: Class 6 contains 155602 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85317 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150304 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 106349 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 23898 members 
Mstep: Class 23 contains 7504 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -1.057388e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 151367 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 141007 members 
Mstep: Class 6 contains 155614 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85329 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150214 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 106560 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 23741 members 
Mstep: Class 23 contains 7591 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -1.05739e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 151331 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 140931 members 
Mstep: Class 6 contains 155631 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85356 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9160 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 15 contains 150086 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 106764 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 23601 members 
Mstep: Class 23 contains 7683 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -1.05739e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 151235 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 140884 members 
Mstep: Class 6 contains 155644 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85376 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 150001 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 106954 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 23436 members 
Mstep: Class 23 contains 7785 members 
Entering Unmasked Estep 
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Iteration 180F: 22 clusters Score -1.057393e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 151141 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 140849 members 
Mstep: Class 6 contains 155644 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85418 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149955 members 
Mstep: Class 16 contains 11544 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107121 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 23257 members 
Mstep: Class 23 contains 7877 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -1.057396e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 151102 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 140821 members 
Mstep: Class 6 contains 155613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85463 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9160 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149904 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107298 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 23065 members 
Mstep: Class 23 contains 7952 members 
Entering Unmasked Estep 
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Iteration 182Q: 22 clusters Score -1.057399e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 151021 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 140838 members 
Mstep: Class 6 contains 155567 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85510 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149833 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107506 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 22871 members 
Mstep: Class 23 contains 8040 members 
Entering Unmasked Estep 
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Iteration 183Q: 22 clusters Score -1.0574e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 151035 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 140868 members 
Mstep: Class 6 contains 155530 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85547 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149788 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107655 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 22622 members 
Mstep: Class 23 contains 8112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740072.000000 Penalty: 71147.250000
Iteration 184Q: 22 clusters Score -1.057401e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 151137 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 140854 members 
Mstep: Class 6 contains 155490 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85596 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9155 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149752 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107740 members 
Mstep: Class 21 contains 1758 members 
Mstep: Class 22 contains 22381 members 
Mstep: Class 23 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740520.000000 Penalty: 71147.250000
Iteration 185Q: 22 clusters Score -1.057405e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 151205 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 140849 members 
Mstep: Class 6 contains 155469 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85641 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149735 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107793 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 22140 members 
Mstep: Class 23 contains 8258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740584.000000 Penalty: 71147.250000
Iteration 186Q: 22 clusters Score -1.057406e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 151279 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 140856 members 
Mstep: Class 6 contains 155448 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85678 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149709 members 
Mstep: Class 16 contains 11443 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107850 members 
Mstep: Class 21 contains 1749 members 
Mstep: Class 22 contains 21900 members 
Mstep: Class 23 contains 8311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740624.000000 Penalty: 71147.250000
Iteration 187Q: 22 clusters Score -1.057406e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 151380 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 140806 members 
Mstep: Class 6 contains 155436 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85719 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9155 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149639 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107926 members 
Mstep: Class 21 contains 1749 members 
Mstep: Class 22 contains 21710 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740800.000000 Penalty: 71147.250000
Iteration 188Q: 22 clusters Score -1.057408e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 151446 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 140785 members 
Mstep: Class 6 contains 155476 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85752 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149549 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 107980 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 21527 members 
Mstep: Class 23 contains 8407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741344.000000 Penalty: 71147.250000
Iteration 189Q: 22 clusters Score -1.057413e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 151496 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 140807 members 
Mstep: Class 6 contains 155521 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85762 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149470 members 
Mstep: Class 16 contains 11406 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108039 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 21328 members 
Mstep: Class 23 contains 8455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741680.000000 Penalty: 71147.250000
Iteration 190Q: 22 clusters Score -1.057417e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 151581 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 140844 members 
Mstep: Class 6 contains 155548 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85788 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149386 members 
Mstep: Class 16 contains 11401 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108087 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 21113 members 
Mstep: Class 23 contains 8502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741824.000000 Penalty: 71147.250000
Iteration 191Q: 22 clusters Score -1.057418e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 151705 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 140888 members 
Mstep: Class 6 contains 155544 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85823 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149302 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108111 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 20900 members 
Mstep: Class 23 contains 8559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742248.000000 Penalty: 71147.250000
Iteration 192Q: 22 clusters Score -1.057422e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 151839 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 140915 members 
Mstep: Class 6 contains 155554 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85849 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9146 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149243 members 
Mstep: Class 16 contains 11364 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108146 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 20651 members 
Mstep: Class 23 contains 8610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742416.000000 Penalty: 71147.250000
Iteration 193Q: 22 clusters Score -1.057424e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 151965 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 140938 members 
Mstep: Class 6 contains 155554 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85865 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149238 members 
Mstep: Class 16 contains 11345 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108168 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 20399 members 
Mstep: Class 23 contains 8650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742688.000000 Penalty: 71147.250000
Iteration 194Q: 22 clusters Score -1.057427e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 152067 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 140992 members 
Mstep: Class 6 contains 155576 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85893 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149197 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108178 members 
Mstep: Class 21 contains 1726 members 
Mstep: Class 22 contains 20112 members 
Mstep: Class 23 contains 8688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105742952.000000 Penalty: 71147.250000
Iteration 195Q: 22 clusters Score -1.05743e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 152129 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 141101 members 
Mstep: Class 6 contains 155646 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85917 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9141 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149179 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108163 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 23 contains 8727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105743336.000000 Penalty: 71147.250000
Iteration 196Q: 22 clusters Score -1.057433e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 152172 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1617 members 
Mstep: Class 5 contains 141230 members 
Mstep: Class 6 contains 155705 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85922 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149191 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108117 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 19525 members 
Mstep: Class 23 contains 8772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105743504.000000 Penalty: 71147.250000
Iteration 197Q: 22 clusters Score -1.057435e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 152257 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 141349 members 
Mstep: Class 6 contains 155787 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85929 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 149086 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108113 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 19269 members 
Mstep: Class 23 contains 8808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105744144.000000 Penalty: 71147.250000
Iteration 198Q: 22 clusters Score -1.057441e+08 nChanged 3690
Entering ConstructFrom: 
Score: -105744144.000000 Penalty: 71147.250000
Entering ConstructFrom: 
Trying to split cluster 1 (7351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Entering Unmasked Estep 
Score: -926295.000000 Penalty: 2207.842773
	Iteration 0F: 2 clusters Score -926295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -920290.562500 Penalty: 4415.685547
	Iteration 0F: 3 clusters Score -920290.6 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -921865.625000 Penalty: 4415.685547
	Iteration 1F: 3 clusters Score -921865.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -922128.562500 Penalty: 4415.685547
	Iteration 2F: 3 clusters Score -922128.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -922317.562500 Penalty: 4415.685547
	Iteration 3Q: 3 clusters Score -922317.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -922534.937500 Penalty: 4415.685547
	Iteration 4Q: 3 clusters Score -922534.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -922760.562500 Penalty: 4415.685547
	Iteration 5Q: 3 clusters Score -922760.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -922969.312500 Penalty: 4415.685547
	Iteration 6Q: 3 clusters Score -922969.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -923159.562500 Penalty: 4415.685547
	Iteration 7Q: 3 clusters Score -923159.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -923342.187500 Penalty: 4415.685547
	Iteration 8Q: 3 clusters Score -923342.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -923518.187500 Penalty: 4415.685547
	Iteration 9Q: 3 clusters Score -923518.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -923702.562500 Penalty: 4415.685547
	Iteration 10Q: 3 clusters Score -923702.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -923874.875000 Penalty: 4415.685547
	Iteration 11Q: 3 clusters Score -923874.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -924058.562500 Penalty: 4415.685547
	Iteration 12Q: 3 clusters Score -924058.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -924215.562500 Penalty: 4415.685547
	Iteration 13Q: 3 clusters Score -924215.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -924355.437500 Penalty: 4415.685547
	Iteration 14Q: 3 clusters Score -924355.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -924472.437500 Penalty: 4415.685547
	Iteration 15Q: 3 clusters Score -924472.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -924566.812500 Penalty: 4415.685547
	Iteration 16Q: 3 clusters Score -924566.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -924638.750000 Penalty: 4415.685547
	Iteration 17Q: 3 clusters Score -924638.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -924695.812500 Penalty: 4415.685547
	Iteration 18Q: 3 clusters Score -924695.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -924735.812500 Penalty: 4415.685547
	Iteration 19Q: 3 clusters Score -924735.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -924770.312500 Penalty: 4415.685547
	Iteration 20F: 3 clusters Score -924770.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -924798.125000 Penalty: 4415.685547
	Iteration 21Q: 3 clusters Score -924798.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -924817.187500 Penalty: 4415.685547
	Iteration 22Q: 3 clusters Score -924817.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -924827.937500 Penalty: 4415.685547
	Iteration 23Q: 3 clusters Score -924827.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -924835.000000 Penalty: 4415.685547
	Iteration 24Q: 3 clusters Score -924835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -924843.312500 Penalty: 4415.685547
	Iteration 25Q: 3 clusters Score -924843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -924849.812500 Penalty: 4415.685547
	Iteration 26Q: 3 clusters Score -924849.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -924852.812500 Penalty: 4415.685547
	Iteration 27Q: 3 clusters Score -924852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -924857.750000 Penalty: 4415.685547
	Iteration 28Q: 3 clusters Score -924857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -924859.437500 Penalty: 4415.685547
	Iteration 29Q: 3 clusters Score -924859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -924861.187500 Penalty: 4415.685547
	Iteration 30Q: 3 clusters Score -924861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -924860.375000 Penalty: 4415.685547
	Iteration 31Q: 3 clusters Score -924860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -924862.000000 Penalty: 4415.685547
	Iteration 32Q: 3 clusters Score -924862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -924862.000000 Penalty: 4415.685547
	Iteration 33F: 3 clusters Score -924862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (152389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Entering Unmasked Estep 
Score: -19259022.000000 Penalty: 2959.679443
	Iteration 0F: 2 clusters Score -1.925902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -19157736.000000 Penalty: 5919.358887
	Iteration 0F: 3 clusters Score -1.915774e+07 nChanged 72888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -19200656.000000 Penalty: 5919.358887
	Iteration 1F: 3 clusters Score -1.920066e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -19201796.000000 Penalty: 5919.358887
	Iteration 2Q: 3 clusters Score -1.92018e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -19203714.000000 Penalty: 5919.358887
	Iteration 3Q: 3 clusters Score -1.920371e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -19206558.000000 Penalty: 5919.358887
	Iteration 4Q: 3 clusters Score -1.920656e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -19210836.000000 Penalty: 5919.358887
	Iteration 5F: 3 clusters Score -1.921084e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
Score: -19218006.000000 Penalty: 5919.358887
	Iteration 6F: 3 clusters Score -1.921801e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -19228624.000000 Penalty: 5919.358887
	Iteration 7F: 3 clusters Score -1.922862e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -19239958.000000 Penalty: 5919.358887
	Iteration 8F: 3 clusters Score -1.923996e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -19249120.000000 Penalty: 5919.358887
	Iteration 9F: 3 clusters Score -1.924912e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -19253490.000000 Penalty: 5919.358887
	Iteration 10Q: 3 clusters Score -1.925349e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 150628 members 
Entering Unmasked Estep 
Score: -19255348.000000 Penalty: 5919.358887
	Iteration 11Q: 3 clusters Score -1.925535e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -19256072.000000 Penalty: 5919.358887
	Iteration 12Q: 3 clusters Score -1.925607e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -19256338.000000 Penalty: 5919.358887
	Iteration 13Q: 3 clusters Score -1.925634e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -19256434.000000 Penalty: 5919.358887
	Iteration 14Q: 3 clusters Score -1.925643e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 151895 members 
Entering Unmasked Estep 
Score: -19256512.000000 Penalty: 5919.358887
	Iteration 15Q: 3 clusters Score -1.925651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -19256544.000000 Penalty: 5919.358887
	Iteration 16Q: 3 clusters Score -1.925654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -19256568.000000 Penalty: 5919.358887
	Iteration 17Q: 3 clusters Score -1.925657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 151924 members 
Entering Unmasked Estep 
Score: -19256596.000000 Penalty: 5919.358887
	Iteration 18Q: 3 clusters Score -1.92566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -19256628.000000 Penalty: 5919.358887
	Iteration 19Q: 3 clusters Score -1.925663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -19256636.000000 Penalty: 5919.358887
	Iteration 20F: 3 clusters Score -1.925664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 151937 members 
Entering Unmasked Estep 
Score: -19256650.000000 Penalty: 5919.358887
	Iteration 21Q: 3 clusters Score -1.925665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -19256644.000000 Penalty: 5919.358887
	Iteration 22Q: 3 clusters Score -1.925664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -19256648.000000 Penalty: 5919.358887
	Iteration 23Q: 3 clusters Score -1.925665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -19256646.000000 Penalty: 5919.358887
	Iteration 24Q: 3 clusters Score -1.925665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -19256644.000000 Penalty: 5919.358887
	Iteration 25Q: 3 clusters Score -1.925664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -19256642.000000 Penalty: 5919.358887
	Iteration 26Q: 3 clusters Score -1.925664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -19256638.000000 Penalty: 5919.358887
	Iteration 27Q: 3 clusters Score -1.925664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -19256644.000000 Penalty: 5919.358887
	Iteration 28Q: 3 clusters Score -1.925664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 151949 members 
Entering Unmasked Estep 
Score: -19256638.000000 Penalty: 5919.358887
	Iteration 29Q: 3 clusters Score -1.925664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -19256652.000000 Penalty: 5919.358887
	Iteration 30Q: 3 clusters Score -1.925665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -19256660.000000 Penalty: 5919.358887
	Iteration 31Q: 3 clusters Score -1.925666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -19256658.000000 Penalty: 5919.358887
	Iteration 32Q: 3 clusters Score -1.925666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -19256670.000000 Penalty: 5919.358887
	Iteration 33Q: 3 clusters Score -1.925667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -19256662.000000 Penalty: 5919.358887
	Iteration 34Q: 3 clusters Score -1.925666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -19256662.000000 Penalty: 5919.358887
	Iteration 35F: 3 clusters Score -1.925666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -97116.648438 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -97116.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95382.257812 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -95382.26 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95858.578125 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -95858.58 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96131.671875 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -96131.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -96280.414062 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -96280.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96378.312500 Penalty: 3325.996826
	Iteration 4F: 3 clusters Score -96378.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96427.671875 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -96427.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96450.812500 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -96450.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -96461.007812 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -96461.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -96471.914062 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -96471.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -96475.359375 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -96475.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96476.906250 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -96476.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96476.906250 Penalty: 3325.996826
	Iteration 11F: 3 clusters Score -96476.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -200508.937500 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -200508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198145.234375 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -198145.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -198544.421875 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -198544.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198653.578125 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -198653.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -198719.906250 Penalty: 3664.303711
	Iteration 3Q: 3 clusters Score -198719.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198755.859375 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -198755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -198775.015625 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -198775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198786.437500 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -198786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198794.312500 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -198794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -198798.296875 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -198798.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198800.890625 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -198800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198803.140625 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -198803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198803.734375 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -198803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198803.734375 Penalty: 3664.303711
	Iteration 12F: 3 clusters Score -198803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141492 members 
Entering Unmasked Estep 
Score: -17794794.000000 Penalty: 2941.279785
	Iteration 0F: 2 clusters Score -1.779479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -17700344.000000 Penalty: 5882.559570
	Iteration 0F: 3 clusters Score -1.770034e+07 nChanged 67567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -17739560.000000 Penalty: 5882.559570
	Iteration 1F: 3 clusters Score -1.773956e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -17740712.000000 Penalty: 5882.559570
	Iteration 2Q: 3 clusters Score -1.774071e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -17742068.000000 Penalty: 5882.559570
	Iteration 3Q: 3 clusters Score -1.774207e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -17743850.000000 Penalty: 5882.559570
	Iteration 4Q: 3 clusters Score -1.774385e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -17747308.000000 Penalty: 5882.559570
	Iteration 5F: 3 clusters Score -1.774731e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -17752806.000000 Penalty: 5882.559570
	Iteration 6F: 3 clusters Score -1.775281e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -17761402.000000 Penalty: 5882.559570
	Iteration 7F: 3 clusters Score -1.77614e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -17771644.000000 Penalty: 5882.559570
	Iteration 8F: 3 clusters Score -1.777164e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -17780854.000000 Penalty: 5882.559570
	Iteration 9F: 3 clusters Score -1.778085e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 132955 members 
Entering Unmasked Estep 
Score: -17786516.000000 Penalty: 5882.559570
	Iteration 10Q: 3 clusters Score -1.778652e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 136290 members 
Entering Unmasked Estep 
Score: -17789282.000000 Penalty: 5882.559570
	Iteration 11Q: 3 clusters Score -1.778928e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -17790660.000000 Penalty: 5882.559570
	Iteration 12Q: 3 clusters Score -1.779066e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 139023 members 
Entering Unmasked Estep 
Score: -17791362.000000 Penalty: 5882.559570
	Iteration 13Q: 3 clusters Score -1.779136e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 139570 members 
Entering Unmasked Estep 
Score: -17791840.000000 Penalty: 5882.559570
	Iteration 14Q: 3 clusters Score -1.779184e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
Score: -17792068.000000 Penalty: 5882.559570
	Iteration 15Q: 3 clusters Score -1.779207e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 140066 members 
Entering Unmasked Estep 
Score: -17792222.000000 Penalty: 5882.559570
	Iteration 16Q: 3 clusters Score -1.779222e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -17792340.000000 Penalty: 5882.559570
	Iteration 17Q: 3 clusters Score -1.779234e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 140288 members 
Entering Unmasked Estep 
Score: -17792432.000000 Penalty: 5882.559570
	Iteration 18Q: 3 clusters Score -1.779243e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 140342 members 
Entering Unmasked Estep 
Score: -17792444.000000 Penalty: 5882.559570
	Iteration 19Q: 3 clusters Score -1.779244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -17792474.000000 Penalty: 5882.559570
	Iteration 20F: 3 clusters Score -1.779247e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -17792528.000000 Penalty: 5882.559570
	Iteration 21Q: 3 clusters Score -1.779253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 140465 members 
Entering Unmasked Estep 
Score: -17792562.000000 Penalty: 5882.559570
	Iteration 22Q: 3 clusters Score -1.779256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -17792576.000000 Penalty: 5882.559570
	Iteration 23Q: 3 clusters Score -1.779258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 140531 members 
Entering Unmasked Estep 
Score: -17792616.000000 Penalty: 5882.559570
	Iteration 24Q: 3 clusters Score -1.779262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -17792636.000000 Penalty: 5882.559570
	Iteration 25Q: 3 clusters Score -1.779264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -17792646.000000 Penalty: 5882.559570
	Iteration 26Q: 3 clusters Score -1.779265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -17792658.000000 Penalty: 5882.559570
	Iteration 27Q: 3 clusters Score -1.779266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 140587 members 
Entering Unmasked Estep 
Score: -17792670.000000 Penalty: 5882.559570
	Iteration 28Q: 3 clusters Score -1.779267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -17792670.000000 Penalty: 5882.559570
	Iteration 29Q: 3 clusters Score -1.779267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -17792672.000000 Penalty: 5882.559570
	Iteration 30Q: 3 clusters Score -1.779267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -17792678.000000 Penalty: 5882.559570
	Iteration 31Q: 3 clusters Score -1.779268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -17792672.000000 Penalty: 5882.559570
	Iteration 32Q: 3 clusters Score -1.779267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -17792676.000000 Penalty: 5882.559570
	Iteration 33Q: 3 clusters Score -1.779268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -17792688.000000 Penalty: 5882.559570
	Iteration 34Q: 3 clusters Score -1.779269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -17792688.000000 Penalty: 5882.559570
	Iteration 35Q: 3 clusters Score -1.779269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -17792678.000000 Penalty: 5882.559570
	Iteration 36Q: 3 clusters Score -1.779268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -17792692.000000 Penalty: 5882.559570
	Iteration 37Q: 3 clusters Score -1.779269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -17792692.000000 Penalty: 5882.559570
	Iteration 38Q: 3 clusters Score -1.779269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -17792676.000000 Penalty: 5882.559570
	Iteration 39Q: 3 clusters Score -1.779268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -17792692.000000 Penalty: 5882.559570
	Iteration 40F: 3 clusters Score -1.779269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -17792706.000000 Penalty: 5882.559570
	Iteration 41Q: 3 clusters Score -1.779271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -17792706.000000 Penalty: 5882.559570
	Iteration 42F: 3 clusters Score -1.779271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (155846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Entering Unmasked Estep 
Score: -19543168.000000 Penalty: 2965.242676
	Iteration 0F: 2 clusters Score -1.954317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -19439624.000000 Penalty: 5930.485352
	Iteration 0F: 3 clusters Score -1.943962e+07 nChanged 74411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -19483262.000000 Penalty: 5930.485352
	Iteration 1F: 3 clusters Score -1.948326e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -19484408.000000 Penalty: 5930.485352
	Iteration 2Q: 3 clusters Score -1.948441e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -19486264.000000 Penalty: 5930.485352
	Iteration 3Q: 3 clusters Score -1.948626e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -19489622.000000 Penalty: 5930.485352
	Iteration 4Q: 3 clusters Score -1.948962e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -19495262.000000 Penalty: 5930.485352
	Iteration 5F: 3 clusters Score -1.949526e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -19504720.000000 Penalty: 5930.485352
	Iteration 6F: 3 clusters Score -1.950472e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123207 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -19516678.000000 Penalty: 5930.485352
	Iteration 7F: 3 clusters Score -1.951668e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -19527914.000000 Penalty: 5930.485352
	Iteration 8F: 3 clusters Score -1.952791e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135494 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -19534938.000000 Penalty: 5930.485352
	Iteration 9Q: 3 clusters Score -1.953494e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -19538230.000000 Penalty: 5930.485352
	Iteration 10Q: 3 clusters Score -1.953823e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137932 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -19539592.000000 Penalty: 5930.485352
	Iteration 11Q: 3 clusters Score -1.953959e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138629 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -19540544.000000 Penalty: 5930.485352
	Iteration 12Q: 3 clusters Score -1.954054e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139162 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -19541078.000000 Penalty: 5930.485352
	Iteration 13Q: 3 clusters Score -1.954108e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -19541384.000000 Penalty: 5930.485352
	Iteration 14Q: 3 clusters Score -1.954138e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139839 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -19541642.000000 Penalty: 5930.485352
	Iteration 15Q: 3 clusters Score -1.954164e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -19541762.000000 Penalty: 5930.485352
	Iteration 16Q: 3 clusters Score -1.954176e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -19541838.000000 Penalty: 5930.485352
	Iteration 17Q: 3 clusters Score -1.954184e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -19541968.000000 Penalty: 5930.485352
	Iteration 18Q: 3 clusters Score -1.954197e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140689 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -19542018.000000 Penalty: 5930.485352
	Iteration 19Q: 3 clusters Score -1.954202e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140833 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -19542072.000000 Penalty: 5930.485352
	Iteration 20F: 3 clusters Score -1.954207e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140982 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -19542088.000000 Penalty: 5930.485352
	Iteration 21Q: 3 clusters Score -1.954209e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141111 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -19542122.000000 Penalty: 5930.485352
	Iteration 22Q: 3 clusters Score -1.954212e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141250 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -19542164.000000 Penalty: 5930.485352
	Iteration 23Q: 3 clusters Score -1.954216e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -19542204.000000 Penalty: 5930.485352
	Iteration 24Q: 3 clusters Score -1.95422e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -19542216.000000 Penalty: 5930.485352
	Iteration 25Q: 3 clusters Score -1.954222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -19542222.000000 Penalty: 5930.485352
	Iteration 26Q: 3 clusters Score -1.954222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -19542222.000000 Penalty: 5930.485352
	Iteration 27Q: 3 clusters Score -1.954222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -19542214.000000 Penalty: 5930.485352
	Iteration 28Q: 3 clusters Score -1.954221e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141849 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -19542228.000000 Penalty: 5930.485352
	Iteration 29Q: 3 clusters Score -1.954223e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141936 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -19542232.000000 Penalty: 5930.485352
	Iteration 30Q: 3 clusters Score -1.954223e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -19542224.000000 Penalty: 5930.485352
	Iteration 31Q: 3 clusters Score -1.954222e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -19542172.000000 Penalty: 5930.485352
	Iteration 32Q: 3 clusters Score -1.954217e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -19542186.000000 Penalty: 5930.485352
	Iteration 33Q: 3 clusters Score -1.954219e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142222 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -19542218.000000 Penalty: 5930.485352
	Iteration 34Q: 3 clusters Score -1.954222e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142275 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -19542210.000000 Penalty: 5930.485352
	Iteration 35Q: 3 clusters Score -1.954221e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -19542204.000000 Penalty: 5930.485352
	Iteration 36Q: 3 clusters Score -1.95422e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142391 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -19542220.000000 Penalty: 5930.485352
	Iteration 37Q: 3 clusters Score -1.954222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142446 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -19542236.000000 Penalty: 5930.485352
	Iteration 38Q: 3 clusters Score -1.954224e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142491 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -19542238.000000 Penalty: 5930.485352
	Iteration 39Q: 3 clusters Score -1.954224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -19542244.000000 Penalty: 5930.485352
	Iteration 40F: 3 clusters Score -1.954224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142561 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -19542268.000000 Penalty: 5930.485352
	Iteration 41Q: 3 clusters Score -1.954227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -19542240.000000 Penalty: 5930.485352
	Iteration 42Q: 3 clusters Score -1.954224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -19542242.000000 Penalty: 5930.485352
	Iteration 43Q: 3 clusters Score -1.954224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -19542224.000000 Penalty: 5930.485352
	Iteration 44Q: 3 clusters Score -1.954222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142699 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -19542210.000000 Penalty: 5930.485352
	Iteration 45Q: 3 clusters Score -1.954221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142732 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -19542220.000000 Penalty: 5930.485352
	Iteration 46Q: 3 clusters Score -1.954222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -19542210.000000 Penalty: 5930.485352
	Iteration 47Q: 3 clusters Score -1.954221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -19542188.000000 Penalty: 5930.485352
	Iteration 48Q: 3 clusters Score -1.954219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -19542192.000000 Penalty: 5930.485352
	Iteration 49Q: 3 clusters Score -1.954219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -19542208.000000 Penalty: 5930.485352
	Iteration 50Q: 3 clusters Score -1.954221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -19542212.000000 Penalty: 5930.485352
	Iteration 51Q: 3 clusters Score -1.954221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142915 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -19542200.000000 Penalty: 5930.485352
	Iteration 52Q: 3 clusters Score -1.95422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -19542186.000000 Penalty: 5930.485352
	Iteration 53Q: 3 clusters Score -1.954219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142971 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -19542180.000000 Penalty: 5930.485352
	Iteration 54Q: 3 clusters Score -1.954218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -19542164.000000 Penalty: 5930.485352
	Iteration 55Q: 3 clusters Score -1.954216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143029 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -19542158.000000 Penalty: 5930.485352
	Iteration 56Q: 3 clusters Score -1.954216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143062 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -19542164.000000 Penalty: 5930.485352
	Iteration 57Q: 3 clusters Score -1.954216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -19542154.000000 Penalty: 5930.485352
	Iteration 58Q: 3 clusters Score -1.954215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -19542150.000000 Penalty: 5930.485352
	Iteration 59Q: 3 clusters Score -1.954215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143150 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -19542166.000000 Penalty: 5930.485352
	Iteration 60F: 3 clusters Score -1.954217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143183 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -19542152.000000 Penalty: 5930.485352
	Iteration 61Q: 3 clusters Score -1.954215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -19542154.000000 Penalty: 5930.485352
	Iteration 62Q: 3 clusters Score -1.954215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143243 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -19542160.000000 Penalty: 5930.485352
	Iteration 63Q: 3 clusters Score -1.954216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143273 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -19542182.000000 Penalty: 5930.485352
	Iteration 64Q: 3 clusters Score -1.954218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -19542206.000000 Penalty: 5930.485352
	Iteration 65Q: 3 clusters Score -1.954221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143328 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -19542218.000000 Penalty: 5930.485352
	Iteration 66Q: 3 clusters Score -1.954222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143352 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -19542220.000000 Penalty: 5930.485352
	Iteration 67Q: 3 clusters Score -1.954222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -19542216.000000 Penalty: 5930.485352
	Iteration 68Q: 3 clusters Score -1.954222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -19542224.000000 Penalty: 5930.485352
	Iteration 69Q: 3 clusters Score -1.954222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143405 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -19542224.000000 Penalty: 5930.485352
	Iteration 70Q: 3 clusters Score -1.954222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -19542214.000000 Penalty: 5930.485352
	Iteration 71Q: 3 clusters Score -1.954221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -19542224.000000 Penalty: 5930.485352
	Iteration 72Q: 3 clusters Score -1.954222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143449 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -19542258.000000 Penalty: 5930.485352
	Iteration 73Q: 3 clusters Score -1.954226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -19542256.000000 Penalty: 5930.485352
	Iteration 74Q: 3 clusters Score -1.954226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -19542260.000000 Penalty: 5930.485352
	Iteration 75Q: 3 clusters Score -1.954226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -19542246.000000 Penalty: 5930.485352
	Iteration 76Q: 3 clusters Score -1.954225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -19542256.000000 Penalty: 5930.485352
	Iteration 77Q: 3 clusters Score -1.954226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143519 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -19542254.000000 Penalty: 5930.485352
	Iteration 78Q: 3 clusters Score -1.954225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -19542262.000000 Penalty: 5930.485352
	Iteration 79Q: 3 clusters Score -1.954226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -19542268.000000 Penalty: 5930.485352
	Iteration 80F: 3 clusters Score -1.954227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -19542266.000000 Penalty: 5930.485352
	Iteration 81Q: 3 clusters Score -1.954227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143547 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -19542264.000000 Penalty: 5930.485352
	Iteration 82Q: 3 clusters Score -1.954226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -19542254.000000 Penalty: 5930.485352
	Iteration 83Q: 3 clusters Score -1.954225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -19542264.000000 Penalty: 5930.485352
	Iteration 84Q: 3 clusters Score -1.954226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -19542276.000000 Penalty: 5930.485352
	Iteration 85Q: 3 clusters Score -1.954228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143563 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -19542278.000000 Penalty: 5930.485352
	Iteration 86Q: 3 clusters Score -1.954228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -19542262.000000 Penalty: 5930.485352
	Iteration 87Q: 3 clusters Score -1.954226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -19542266.000000 Penalty: 5930.485352
	Iteration 88Q: 3 clusters Score -1.954227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143573 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -19542258.000000 Penalty: 5930.485352
	Iteration 89Q: 3 clusters Score -1.954226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -19542266.000000 Penalty: 5930.485352
	Iteration 90Q: 3 clusters Score -1.954227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143578 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -19542262.000000 Penalty: 5930.485352
	Iteration 91Q: 3 clusters Score -1.954226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 5930.485352
	Iteration 92Q: 3 clusters Score -1.954225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -19542244.000000 Penalty: 5930.485352
	Iteration 93Q: 3 clusters Score -1.954224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 5930.485352
	Iteration 94Q: 3 clusters Score -1.954225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -19542236.000000 Penalty: 5930.485352
	Iteration 95Q: 3 clusters Score -1.954224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143615 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -19542230.000000 Penalty: 5930.485352
	Iteration 96Q: 3 clusters Score -1.954223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -19542232.000000 Penalty: 5930.485352
	Iteration 97Q: 3 clusters Score -1.954223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -19542234.000000 Penalty: 5930.485352
	Iteration 98Q: 3 clusters Score -1.954223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -19542240.000000 Penalty: 5930.485352
	Iteration 99Q: 3 clusters Score -1.954224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -19542246.000000 Penalty: 5930.485352
	Iteration 100F: 3 clusters Score -1.954225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -19542260.000000 Penalty: 5930.485352
	Iteration 101Q: 3 clusters Score -1.954226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 5930.485352
	Iteration 102Q: 3 clusters Score -1.954225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -19542236.000000 Penalty: 5930.485352
	Iteration 103Q: 3 clusters Score -1.954224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 5930.485352
	Iteration 104Q: 3 clusters Score -1.954225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -19542242.000000 Penalty: 5930.485352
	Iteration 105Q: 3 clusters Score -1.954224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143722 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -19542232.000000 Penalty: 5930.485352
	Iteration 106Q: 3 clusters Score -1.954223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -19542244.000000 Penalty: 5930.485352
	Iteration 107Q: 3 clusters Score -1.954224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143755 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -19542264.000000 Penalty: 5930.485352
	Iteration 108Q: 3 clusters Score -1.954226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143771 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -19542266.000000 Penalty: 5930.485352
	Iteration 109Q: 3 clusters Score -1.954227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -19542270.000000 Penalty: 5930.485352
	Iteration 110Q: 3 clusters Score -1.954227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143798 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -19542254.000000 Penalty: 5930.485352
	Iteration 111Q: 3 clusters Score -1.954225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143811 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -19542260.000000 Penalty: 5930.485352
	Iteration 112Q: 3 clusters Score -1.954226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -19542266.000000 Penalty: 5930.485352
	Iteration 113Q: 3 clusters Score -1.954227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -19542256.000000 Penalty: 5930.485352
	Iteration 114Q: 3 clusters Score -1.954226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143832 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -19542258.000000 Penalty: 5930.485352
	Iteration 115Q: 3 clusters Score -1.954226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -19542264.000000 Penalty: 5930.485352
	Iteration 116Q: 3 clusters Score -1.954226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143840 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -19542254.000000 Penalty: 5930.485352
	Iteration 117Q: 3 clusters Score -1.954225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143848 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -19542252.000000 Penalty: 5930.485352
	Iteration 118Q: 3 clusters Score -1.954225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143861 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -19542242.000000 Penalty: 5930.485352
	Iteration 119Q: 3 clusters Score -1.954224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143870 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -19542240.000000 Penalty: 5930.485352
	Iteration 120F: 3 clusters Score -1.954224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143876 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -19542230.000000 Penalty: 5930.485352
	Iteration 121Q: 3 clusters Score -1.954223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -19542230.000000 Penalty: 5930.485352
	Iteration 122Q: 3 clusters Score -1.954223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143885 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -19542234.000000 Penalty: 5930.485352
	Iteration 123Q: 3 clusters Score -1.954223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -19542234.000000 Penalty: 5930.485352
	Iteration 124Q: 3 clusters Score -1.954223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -19542232.000000 Penalty: 5930.485352
	Iteration 125Q: 3 clusters Score -1.954223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143894 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -19542246.000000 Penalty: 5930.485352
	Iteration 126Q: 3 clusters Score -1.954225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -19542260.000000 Penalty: 5930.485352
	Iteration 127Q: 3 clusters Score -1.954226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143902 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -19542256.000000 Penalty: 5930.485352
	Iteration 128Q: 3 clusters Score -1.954226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 5930.485352
	Iteration 129Q: 3 clusters Score -1.954225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 5930.485352
	Iteration 130F: 3 clusters Score -1.954225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 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 302 members 
Entering Unmasked Estep 
Score: -72150.171875 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72150.17 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72304.062500 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72304.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72343.023438 Penalty: 3180.261963
	Iteration 2Q: 3 clusters Score -72343.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72358.765625 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72358.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72370.156250 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72370.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72375.203125 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72378.882812 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72378.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72381.023438 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72381.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72381.023438 Penalty: 3180.261963
	Iteration 8F: 3 clusters Score -72381.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Entering Unmasked Estep 
Score: -10498910.000000 Penalty: 2817.582275
	Iteration 0F: 2 clusters Score -1.049891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -10441270.000000 Penalty: 5635.164551
	Iteration 0F: 3 clusters Score -1.044127e+07 nChanged 40452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -10464131.000000 Penalty: 5635.164551
	Iteration 1F: 3 clusters Score -1.046413e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -10464724.000000 Penalty: 5635.164551
	Iteration 2Q: 3 clusters Score -1.046472e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -10465200.000000 Penalty: 5635.164551
	Iteration 3Q: 3 clusters Score -1.04652e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -10465586.000000 Penalty: 5635.164551
	Iteration 4Q: 3 clusters Score -1.046559e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -10466163.000000 Penalty: 5635.164551
	Iteration 5Q: 3 clusters Score -1.046616e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -10466856.000000 Penalty: 5635.164551
	Iteration 6Q: 3 clusters Score -1.046686e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -10467755.000000 Penalty: 5635.164551
	Iteration 7Q: 3 clusters Score -1.046776e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -10469198.000000 Penalty: 5635.164551
	Iteration 8Q: 3 clusters Score -1.04692e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -10471503.000000 Penalty: 5635.164551
	Iteration 9F: 3 clusters Score -1.04715e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -10474860.000000 Penalty: 5635.164551
	Iteration 10F: 3 clusters Score -1.047486e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -10479651.000000 Penalty: 5635.164551
	Iteration 11F: 3 clusters Score -1.047965e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -10485472.000000 Penalty: 5635.164551
	Iteration 12F: 3 clusters Score -1.048547e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -10490560.000000 Penalty: 5635.164551
	Iteration 13F: 3 clusters Score -1.049056e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -10493978.000000 Penalty: 5635.164551
	Iteration 14Q: 3 clusters Score -1.049398e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -10495515.000000 Penalty: 5635.164551
	Iteration 15Q: 3 clusters Score -1.049552e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -10496068.000000 Penalty: 5635.164551
	Iteration 16Q: 3 clusters Score -1.049607e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -10496187.000000 Penalty: 5635.164551
	Iteration 17Q: 3 clusters Score -1.049619e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -10496267.000000 Penalty: 5635.164551
	Iteration 18Q: 3 clusters Score -1.049627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -10496287.000000 Penalty: 5635.164551
	Iteration 19Q: 3 clusters Score -1.049629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -10496323.000000 Penalty: 5635.164551
	Iteration 20F: 3 clusters Score -1.049632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -10496347.000000 Penalty: 5635.164551
	Iteration 21Q: 3 clusters Score -1.049635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -10496356.000000 Penalty: 5635.164551
	Iteration 22Q: 3 clusters Score -1.049636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -10496383.000000 Penalty: 5635.164551
	Iteration 23Q: 3 clusters Score -1.049638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -10496388.000000 Penalty: 5635.164551
	Iteration 24Q: 3 clusters Score -1.049639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -10496405.000000 Penalty: 5635.164551
	Iteration 25Q: 3 clusters Score -1.04964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -10496402.000000 Penalty: 5635.164551
	Iteration 26Q: 3 clusters Score -1.04964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -10496417.000000 Penalty: 5635.164551
	Iteration 27Q: 3 clusters Score -1.049642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -10496419.000000 Penalty: 5635.164551
	Iteration 28Q: 3 clusters Score -1.049642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -10496429.000000 Penalty: 5635.164551
	Iteration 29Q: 3 clusters Score -1.049643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -10496433.000000 Penalty: 5635.164551
	Iteration 30Q: 3 clusters Score -1.049643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -10496436.000000 Penalty: 5635.164551
	Iteration 31Q: 3 clusters Score -1.049644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -10496432.000000 Penalty: 5635.164551
	Iteration 32Q: 3 clusters Score -1.049643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -10496433.000000 Penalty: 5635.164551
	Iteration 33Q: 3 clusters Score -1.049643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -10496437.000000 Penalty: 5635.164551
	Iteration 34Q: 3 clusters Score -1.049644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -10496437.000000 Penalty: 5635.164551
	Iteration 35F: 3 clusters Score -1.049644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17449.210938 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17449.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17546.878906 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17546.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17556.810547 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17556.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17556.810547 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -17556.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -131118.281250 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -131118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129160.718750 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -129160.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129510.812500 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -129510.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -129617.171875 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -129617.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129680.812500 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -129680.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129714.460938 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -129714.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129738.507812 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -129738.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129768.039062 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -129768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129785.468750 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -129785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129793.390625 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -129793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129796.359375 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -129796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129797.585938 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -129797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129797.585938 Penalty: 3482.014648
	Iteration 11F: 3 clusters Score -129797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -86099.914062 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -86099.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84374.414062 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -84374.41 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84705.046875 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -84705.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84888.828125 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -84888.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85067.148438 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -85067.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85245.242188 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -85245.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85445.414062 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -85445.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85683.460938 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -85683.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86083.203125 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -86083.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86214.453125 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -86214.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86254.000000 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -86254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86274.273438 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -86274.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86291.726562 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -86291.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86304.492188 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -86304.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86313.570312 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -86313.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86318.320312 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -86318.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86324.500000 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -86324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86329.203125 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -86329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86330.140625 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -86330.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86330.140625 Penalty: 3299.820068
	Iteration 18F: 3 clusters Score -86330.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 152389 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 141492 members 
Mstep: Class 6 contains 155846 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85924 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 149001 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108063 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 19007 members 
Mstep: Class 23 contains 8846 members 
Entering Unmasked Estep 
Score: -105742880.000000 Penalty: 74535.210938
Splitting cluster 11 changes total score from -105744144.000000 to -105742880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1090162.750000 Penalty: 2261.645996
	Iteration 0F: 2 clusters Score -1090163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1083089.250000 Penalty: 4523.291992
	Iteration 0F: 3 clusters Score -1083089 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1085132.500000 Penalty: 4523.291992
	Iteration 1F: 3 clusters Score -1085132 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1085505.375000 Penalty: 4523.291992
	Iteration 2F: 3 clusters Score -1085505 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1085917.000000 Penalty: 4523.291992
	Iteration 3F: 3 clusters Score -1085917 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1086408.000000 Penalty: 4523.291992
	Iteration 4F: 3 clusters Score -1086408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1086972.375000 Penalty: 4523.291992
	Iteration 5F: 3 clusters Score -1086972 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1087499.000000 Penalty: 4523.291992
	Iteration 6F: 3 clusters Score -1087499 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1087943.250000 Penalty: 4523.291992
	Iteration 7F: 3 clusters Score -1087943 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1088344.750000 Penalty: 4523.291992
	Iteration 8F: 3 clusters Score -1088345 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1088580.000000 Penalty: 4523.291992
	Iteration 9Q: 3 clusters Score -1088580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1088744.500000 Penalty: 4523.291992
	Iteration 10Q: 3 clusters Score -1088744 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1088876.500000 Penalty: 4523.291992
	Iteration 11Q: 3 clusters Score -1088876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1088952.625000 Penalty: 4523.291992
	Iteration 12Q: 3 clusters Score -1088953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1089010.375000 Penalty: 4523.291992
	Iteration 13Q: 3 clusters Score -1089010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1089063.625000 Penalty: 4523.291992
	Iteration 14Q: 3 clusters Score -1089064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1089126.500000 Penalty: 4523.291992
	Iteration 15Q: 3 clusters Score -1089126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1089152.375000 Penalty: 4523.291992
	Iteration 16Q: 3 clusters Score -1089152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1089166.875000 Penalty: 4523.291992
	Iteration 17Q: 3 clusters Score -1089167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1089178.625000 Penalty: 4523.291992
	Iteration 18Q: 3 clusters Score -1089179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1089181.375000 Penalty: 4523.291992
	Iteration 19Q: 3 clusters Score -1089181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1089182.750000 Penalty: 4523.291992
	Iteration 20F: 3 clusters Score -1089183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1089186.000000 Penalty: 4523.291992
	Iteration 21Q: 3 clusters Score -1089186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1089191.500000 Penalty: 4523.291992
	Iteration 22Q: 3 clusters Score -1089192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1089194.750000 Penalty: 4523.291992
	Iteration 23Q: 3 clusters Score -1089195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1089198.500000 Penalty: 4523.291992
	Iteration 24Q: 3 clusters Score -1089198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1089201.625000 Penalty: 4523.291992
	Iteration 25Q: 3 clusters Score -1089202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1089204.125000 Penalty: 4523.291992
	Iteration 26Q: 3 clusters Score -1089204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1089208.875000 Penalty: 4523.291992
	Iteration 27Q: 3 clusters Score -1089209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1089211.125000 Penalty: 4523.291992
	Iteration 28Q: 3 clusters Score -1089211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1089210.750000 Penalty: 4523.291992
	Iteration 29Q: 3 clusters Score -1089211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1089211.000000 Penalty: 4523.291992
	Iteration 30Q: 3 clusters Score -1089211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1089211.000000 Penalty: 4523.291992
	Iteration 31F: 3 clusters Score -1089211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -120979.281250 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -120979.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119011.554688 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -119011.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119667.234375 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -119667.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120309.531250 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -120309.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -120585.039062 Penalty: 3502.846924
	Iteration 3F: 3 clusters Score -120585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120898.812500 Penalty: 3502.846924
	Iteration 4F: 3 clusters Score -120898.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -121184.023438 Penalty: 3502.846924
	Iteration 5F: 3 clusters Score -121184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121639.507812 Penalty: 3502.846924
	Iteration 6F: 3 clusters Score -121639.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -122320.820312 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -122320.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122445.390625 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -122445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122530.406250 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -122530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122565.421875 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -122565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122586.109375 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -122586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122595.148438 Penalty: 3502.846924
	Iteration 12F: 3 clusters Score -122595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122618.453125 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -122618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -122649.242188 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -122649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -122693.843750 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -122693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122758.140625 Penalty: 3502.846924
	Iteration 16Q: 3 clusters Score -122758.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122846.750000 Penalty: 3502.846924
	Iteration 17Q: 3 clusters Score -122846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122883.890625 Penalty: 3502.846924
	Iteration 18Q: 3 clusters Score -122883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122893.437500 Penalty: 3502.846924
	Iteration 19Q: 3 clusters Score -122893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122897.562500 Penalty: 3502.846924
	Iteration 20F: 3 clusters Score -122897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 152389 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 141492 members 
Mstep: Class 6 contains 155846 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85924 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 149001 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108063 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 19007 members 
Mstep: Class 23 contains 8846 members 
Entering Unmasked Estep 
Score: -105744688.000000 Penalty: 74535.210938
Splitting cluster 13 changes total score from -105744144.000000 to -105744688.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (149001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Entering Unmasked Estep 
Score: -18722488.000000 Penalty: 2954.103516
	Iteration 0F: 2 clusters Score -1.872249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -18622874.000000 Penalty: 5908.207031
	Iteration 0F: 3 clusters Score -1.862287e+07 nChanged 71265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -18664836.000000 Penalty: 5908.207031
	Iteration 1F: 3 clusters Score -1.866484e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -18667258.000000 Penalty: 5908.207031
	Iteration 2Q: 3 clusters Score -1.866726e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -18670946.000000 Penalty: 5908.207031
	Iteration 3Q: 3 clusters Score -1.867095e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -18676032.000000 Penalty: 5908.207031
	Iteration 4F: 3 clusters Score -1.867603e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -18682778.000000 Penalty: 5908.207031
	Iteration 5F: 3 clusters Score -1.868278e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -18691168.000000 Penalty: 5908.207031
	Iteration 6F: 3 clusters Score -1.869117e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -18698600.000000 Penalty: 5908.207031
	Iteration 7F: 3 clusters Score -1.86986e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -18702202.000000 Penalty: 5908.207031
	Iteration 8F: 3 clusters Score -1.87022e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -18703582.000000 Penalty: 5908.207031
	Iteration 9Q: 3 clusters Score -1.870358e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -18704118.000000 Penalty: 5908.207031
	Iteration 10Q: 3 clusters Score -1.870412e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -18704510.000000 Penalty: 5908.207031
	Iteration 11Q: 3 clusters Score -1.870451e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -18704920.000000 Penalty: 5908.207031
	Iteration 12Q: 3 clusters Score -1.870492e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -18705162.000000 Penalty: 5908.207031
	Iteration 13Q: 3 clusters Score -1.870516e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -18705524.000000 Penalty: 5908.207031
	Iteration 14Q: 3 clusters Score -1.870552e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -18705752.000000 Penalty: 5908.207031
	Iteration 15Q: 3 clusters Score -1.870575e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -18706050.000000 Penalty: 5908.207031
	Iteration 16Q: 3 clusters Score -1.870605e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -18706256.000000 Penalty: 5908.207031
	Iteration 17Q: 3 clusters Score -1.870626e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -18706434.000000 Penalty: 5908.207031
	Iteration 18Q: 3 clusters Score -1.870643e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -18706744.000000 Penalty: 5908.207031
	Iteration 19Q: 3 clusters Score -1.870674e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -18706932.000000 Penalty: 5908.207031
	Iteration 20F: 3 clusters Score -1.870693e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -18707298.000000 Penalty: 5908.207031
	Iteration 21Q: 3 clusters Score -1.87073e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -18707652.000000 Penalty: 5908.207031
	Iteration 22Q: 3 clusters Score -1.870765e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -18708160.000000 Penalty: 5908.207031
	Iteration 23Q: 3 clusters Score -1.870816e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -18708842.000000 Penalty: 5908.207031
	Iteration 24Q: 3 clusters Score -1.870884e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -18709482.000000 Penalty: 5908.207031
	Iteration 25Q: 3 clusters Score -1.870948e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -18710178.000000 Penalty: 5908.207031
	Iteration 26Q: 3 clusters Score -1.871018e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -18710828.000000 Penalty: 5908.207031
	Iteration 27Q: 3 clusters Score -1.871083e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -18711340.000000 Penalty: 5908.207031
	Iteration 28Q: 3 clusters Score -1.871134e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -18711670.000000 Penalty: 5908.207031
	Iteration 29Q: 3 clusters Score -1.871167e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -18711976.000000 Penalty: 5908.207031
	Iteration 30Q: 3 clusters Score -1.871198e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -18712140.000000 Penalty: 5908.207031
	Iteration 31Q: 3 clusters Score -1.871214e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -18712372.000000 Penalty: 5908.207031
	Iteration 32Q: 3 clusters Score -1.871237e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -18712524.000000 Penalty: 5908.207031
	Iteration 33Q: 3 clusters Score -1.871252e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -18712834.000000 Penalty: 5908.207031
	Iteration 34Q: 3 clusters Score -1.871283e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -18713032.000000 Penalty: 5908.207031
	Iteration 35Q: 3 clusters Score -1.871303e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -18713354.000000 Penalty: 5908.207031
	Iteration 36Q: 3 clusters Score -1.871335e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -18713592.000000 Penalty: 5908.207031
	Iteration 37Q: 3 clusters Score -1.871359e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -18713788.000000 Penalty: 5908.207031
	Iteration 38Q: 3 clusters Score -1.871379e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -18714020.000000 Penalty: 5908.207031
	Iteration 39Q: 3 clusters Score -1.871402e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -18714254.000000 Penalty: 5908.207031
	Iteration 40F: 3 clusters Score -1.871425e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 100316 members 
Entering Unmasked Estep 
Score: -18714462.000000 Penalty: 5908.207031
	Iteration 41Q: 3 clusters Score -1.871446e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -18714642.000000 Penalty: 5908.207031
	Iteration 42Q: 3 clusters Score -1.871464e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -18714834.000000 Penalty: 5908.207031
	Iteration 43Q: 3 clusters Score -1.871483e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -18715058.000000 Penalty: 5908.207031
	Iteration 44Q: 3 clusters Score -1.871506e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -18715242.000000 Penalty: 5908.207031
	Iteration 45Q: 3 clusters Score -1.871524e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -18715448.000000 Penalty: 5908.207031
	Iteration 46Q: 3 clusters Score -1.871545e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -18715580.000000 Penalty: 5908.207031
	Iteration 47Q: 3 clusters Score -1.871558e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -18715612.000000 Penalty: 5908.207031
	Iteration 48Q: 3 clusters Score -1.871561e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 109869 members 
Entering Unmasked Estep 
Score: -18715830.000000 Penalty: 5908.207031
	Iteration 49Q: 3 clusters Score -1.871583e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -18716072.000000 Penalty: 5908.207031
	Iteration 50Q: 3 clusters Score -1.871607e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 112161 members 
Entering Unmasked Estep 
Score: -18716226.000000 Penalty: 5908.207031
	Iteration 51Q: 3 clusters Score -1.871623e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -18716348.000000 Penalty: 5908.207031
	Iteration 52Q: 3 clusters Score -1.871635e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 114434 members 
Entering Unmasked Estep 
Score: -18716552.000000 Penalty: 5908.207031
	Iteration 53Q: 3 clusters Score -1.871655e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -18716720.000000 Penalty: 5908.207031
	Iteration 54Q: 3 clusters Score -1.871672e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 116728 members 
Entering Unmasked Estep 
Score: -18716916.000000 Penalty: 5908.207031
	Iteration 55Q: 3 clusters Score -1.871692e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -18717122.000000 Penalty: 5908.207031
	Iteration 56Q: 3 clusters Score -1.871712e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -18717302.000000 Penalty: 5908.207031
	Iteration 57Q: 3 clusters Score -1.87173e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -18717472.000000 Penalty: 5908.207031
	Iteration 58Q: 3 clusters Score -1.871747e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -18717540.000000 Penalty: 5908.207031
	Iteration 59Q: 3 clusters Score -1.871754e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 121793 members 
Entering Unmasked Estep 
Score: -18717664.000000 Penalty: 5908.207031
	Iteration 60F: 3 clusters Score -1.871766e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -18717812.000000 Penalty: 5908.207031
	Iteration 61Q: 3 clusters Score -1.871781e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 123518 members 
Entering Unmasked Estep 
Score: -18718018.000000 Penalty: 5908.207031
	Iteration 62Q: 3 clusters Score -1.871802e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 124323 members 
Entering Unmasked Estep 
Score: -18718148.000000 Penalty: 5908.207031
	Iteration 63Q: 3 clusters Score -1.871815e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -18718244.000000 Penalty: 5908.207031
	Iteration 64Q: 3 clusters Score -1.871824e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -18718310.000000 Penalty: 5908.207031
	Iteration 65Q: 3 clusters Score -1.871831e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -18718574.000000 Penalty: 5908.207031
	Iteration 66Q: 3 clusters Score -1.871857e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 127426 members 
Entering Unmasked Estep 
Score: -18718674.000000 Penalty: 5908.207031
	Iteration 67Q: 3 clusters Score -1.871867e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -18718742.000000 Penalty: 5908.207031
	Iteration 68Q: 3 clusters Score -1.871874e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -18718878.000000 Penalty: 5908.207031
	Iteration 69Q: 3 clusters Score -1.871888e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -18718982.000000 Penalty: 5908.207031
	Iteration 70Q: 3 clusters Score -1.871898e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 130443 members 
Entering Unmasked Estep 
Score: -18719098.000000 Penalty: 5908.207031
	Iteration 71Q: 3 clusters Score -1.87191e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -18719226.000000 Penalty: 5908.207031
	Iteration 72Q: 3 clusters Score -1.871923e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 131881 members 
Entering Unmasked Estep 
Score: -18719328.000000 Penalty: 5908.207031
	Iteration 73Q: 3 clusters Score -1.871933e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 132517 members 
Entering Unmasked Estep 
Score: -18719346.000000 Penalty: 5908.207031
	Iteration 74Q: 3 clusters Score -1.871935e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 133147 members 
Entering Unmasked Estep 
Score: -18719434.000000 Penalty: 5908.207031
	Iteration 75Q: 3 clusters Score -1.871943e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -18719510.000000 Penalty: 5908.207031
	Iteration 76Q: 3 clusters Score -1.871951e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -18719626.000000 Penalty: 5908.207031
	Iteration 77Q: 3 clusters Score -1.871963e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 134850 members 
Entering Unmasked Estep 
Score: -18719722.000000 Penalty: 5908.207031
	Iteration 78Q: 3 clusters Score -1.871972e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -18719756.000000 Penalty: 5908.207031
	Iteration 79Q: 3 clusters Score -1.871976e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 135909 members 
Entering Unmasked Estep 
Score: -18719844.000000 Penalty: 5908.207031
	Iteration 80F: 3 clusters Score -1.871984e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 136422 members 
Entering Unmasked Estep 
Score: -18719934.000000 Penalty: 5908.207031
	Iteration 81Q: 3 clusters Score -1.871993e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 136877 members 
Entering Unmasked Estep 
Score: -18720032.000000 Penalty: 5908.207031
	Iteration 82Q: 3 clusters Score -1.872003e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 137319 members 
Entering Unmasked Estep 
Score: -18720098.000000 Penalty: 5908.207031
	Iteration 83Q: 3 clusters Score -1.87201e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -18720170.000000 Penalty: 5908.207031
	Iteration 84Q: 3 clusters Score -1.872017e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -18720170.000000 Penalty: 5908.207031
	Iteration 85Q: 3 clusters Score -1.872017e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 138562 members 
Entering Unmasked Estep 
Score: -18720274.000000 Penalty: 5908.207031
	Iteration 86Q: 3 clusters Score -1.872027e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -18720374.000000 Penalty: 5908.207031
	Iteration 87Q: 3 clusters Score -1.872037e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 139320 members 
Entering Unmasked Estep 
Score: -18720432.000000 Penalty: 5908.207031
	Iteration 88Q: 3 clusters Score -1.872043e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 139662 members 
Entering Unmasked Estep 
Score: -18720482.000000 Penalty: 5908.207031
	Iteration 89Q: 3 clusters Score -1.872048e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 139990 members 
Entering Unmasked Estep 
Score: -18720504.000000 Penalty: 5908.207031
	Iteration 90Q: 3 clusters Score -1.87205e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 140288 members 
Entering Unmasked Estep 
Score: -18720602.000000 Penalty: 5908.207031
	Iteration 91Q: 3 clusters Score -1.87206e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 140546 members 
Entering Unmasked Estep 
Score: -18720658.000000 Penalty: 5908.207031
	Iteration 92Q: 3 clusters Score -1.872066e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -18720710.000000 Penalty: 5908.207031
	Iteration 93Q: 3 clusters Score -1.872071e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -18720762.000000 Penalty: 5908.207031
	Iteration 94Q: 3 clusters Score -1.872076e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 141225 members 
Entering Unmasked Estep 
Score: -18720782.000000 Penalty: 5908.207031
	Iteration 95Q: 3 clusters Score -1.872078e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -18720820.000000 Penalty: 5908.207031
	Iteration 96Q: 3 clusters Score -1.872082e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -18720880.000000 Penalty: 5908.207031
	Iteration 97Q: 3 clusters Score -1.872088e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -18720906.000000 Penalty: 5908.207031
	Iteration 98Q: 3 clusters Score -1.872091e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 141914 members 
Entering Unmasked Estep 
Score: -18720892.000000 Penalty: 5908.207031
	Iteration 99Q: 3 clusters Score -1.872089e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 142073 members 
Entering Unmasked Estep 
Score: -18720924.000000 Penalty: 5908.207031
	Iteration 100F: 3 clusters Score -1.872092e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 142227 members 
Entering Unmasked Estep 
Score: -18720938.000000 Penalty: 5908.207031
	Iteration 101Q: 3 clusters Score -1.872094e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -18720998.000000 Penalty: 5908.207031
	Iteration 102Q: 3 clusters Score -1.8721e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -18720990.000000 Penalty: 5908.207031
	Iteration 103Q: 3 clusters Score -1.872099e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 142663 members 
Entering Unmasked Estep 
Score: -18720970.000000 Penalty: 5908.207031
	Iteration 104Q: 3 clusters Score -1.872097e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 142792 members 
Entering Unmasked Estep 
Score: -18720946.000000 Penalty: 5908.207031
	Iteration 105Q: 3 clusters Score -1.872095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -18720968.000000 Penalty: 5908.207031
	Iteration 106Q: 3 clusters Score -1.872097e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -18720980.000000 Penalty: 5908.207031
	Iteration 107Q: 3 clusters Score -1.872098e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -18720994.000000 Penalty: 5908.207031
	Iteration 108Q: 3 clusters Score -1.872099e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -18720978.000000 Penalty: 5908.207031
	Iteration 109Q: 3 clusters Score -1.872098e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -18720990.000000 Penalty: 5908.207031
	Iteration 110Q: 3 clusters Score -1.872099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 143369 members 
Entering Unmasked Estep 
Score: -18721000.000000 Penalty: 5908.207031
	Iteration 111Q: 3 clusters Score -1.8721e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -18721030.000000 Penalty: 5908.207031
	Iteration 112Q: 3 clusters Score -1.872103e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -18721038.000000 Penalty: 5908.207031
	Iteration 113Q: 3 clusters Score -1.872104e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 143613 members 
Entering Unmasked Estep 
Score: -18721048.000000 Penalty: 5908.207031
	Iteration 114Q: 3 clusters Score -1.872105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 143662 members 
Entering Unmasked Estep 
Score: -18721086.000000 Penalty: 5908.207031
	Iteration 115Q: 3 clusters Score -1.872109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 143703 members 
Entering Unmasked Estep 
Score: -18721046.000000 Penalty: 5908.207031
	Iteration 116Q: 3 clusters Score -1.872105e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -18721066.000000 Penalty: 5908.207031
	Iteration 117Q: 3 clusters Score -1.872107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 143791 members 
Entering Unmasked Estep 
Score: -18721074.000000 Penalty: 5908.207031
	Iteration 118Q: 3 clusters Score -1.872107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -18721060.000000 Penalty: 5908.207031
	Iteration 119Q: 3 clusters Score -1.872106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 143870 members 
Entering Unmasked Estep 
Score: -18721034.000000 Penalty: 5908.207031
	Iteration 120F: 3 clusters Score -1.872103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 143899 members 
Entering Unmasked Estep 
Score: -18721020.000000 Penalty: 5908.207031
	Iteration 121Q: 3 clusters Score -1.872102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 143918 members 
Entering Unmasked Estep 
Score: -18721020.000000 Penalty: 5908.207031
	Iteration 122Q: 3 clusters Score -1.872102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -18721006.000000 Penalty: 5908.207031
	Iteration 123Q: 3 clusters Score -1.872101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 143967 members 
Entering Unmasked Estep 
Score: -18721026.000000 Penalty: 5908.207031
	Iteration 124Q: 3 clusters Score -1.872103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -18721040.000000 Penalty: 5908.207031
	Iteration 125Q: 3 clusters Score -1.872104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -18721056.000000 Penalty: 5908.207031
	Iteration 126Q: 3 clusters Score -1.872106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -18721044.000000 Penalty: 5908.207031
	Iteration 127Q: 3 clusters Score -1.872104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -18721040.000000 Penalty: 5908.207031
	Iteration 128Q: 3 clusters Score -1.872104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -18721040.000000 Penalty: 5908.207031
	Iteration 129Q: 3 clusters Score -1.872104e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -18721020.000000 Penalty: 5908.207031
	Iteration 130Q: 3 clusters Score -1.872102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 144105 members 
Entering Unmasked Estep 
Score: -18721040.000000 Penalty: 5908.207031
	Iteration 131Q: 3 clusters Score -1.872104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 144134 members 
Entering Unmasked Estep 
Score: -18721042.000000 Penalty: 5908.207031
	Iteration 132Q: 3 clusters Score -1.872104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 144161 members 
Entering Unmasked Estep 
Score: -18721044.000000 Penalty: 5908.207031
	Iteration 133Q: 3 clusters Score -1.872104e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 144181 members 
Entering Unmasked Estep 
Score: -18721040.000000 Penalty: 5908.207031
	Iteration 134Q: 3 clusters Score -1.872104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -18721052.000000 Penalty: 5908.207031
	Iteration 135Q: 3 clusters Score -1.872105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
Score: -18721060.000000 Penalty: 5908.207031
	Iteration 136Q: 3 clusters Score -1.872106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 144250 members 
Entering Unmasked Estep 
Score: -18721042.000000 Penalty: 5908.207031
	Iteration 137Q: 3 clusters Score -1.872104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 144271 members 
Entering Unmasked Estep 
Score: -18721066.000000 Penalty: 5908.207031
	Iteration 138Q: 3 clusters Score -1.872107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 144291 members 
Entering Unmasked Estep 
Score: -18721092.000000 Penalty: 5908.207031
	Iteration 139Q: 3 clusters Score -1.872109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -18721084.000000 Penalty: 5908.207031
	Iteration 140F: 3 clusters Score -1.872108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -18721088.000000 Penalty: 5908.207031
	Iteration 141Q: 3 clusters Score -1.872109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -18721074.000000 Penalty: 5908.207031
	Iteration 142Q: 3 clusters Score -1.872107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -18721062.000000 Penalty: 5908.207031
	Iteration 143Q: 3 clusters Score -1.872106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -18721080.000000 Penalty: 5908.207031
	Iteration 144Q: 3 clusters Score -1.872108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -18721082.000000 Penalty: 5908.207031
	Iteration 145Q: 3 clusters Score -1.872108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 144391 members 
Entering Unmasked Estep 
Score: -18721098.000000 Penalty: 5908.207031
	Iteration 146Q: 3 clusters Score -1.87211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 144396 members 
Entering Unmasked Estep 
Score: -18721084.000000 Penalty: 5908.207031
	Iteration 147Q: 3 clusters Score -1.872108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -18721092.000000 Penalty: 5908.207031
	Iteration 148Q: 3 clusters Score -1.872109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 144407 members 
Entering Unmasked Estep 
Score: -18721096.000000 Penalty: 5908.207031
	Iteration 149Q: 3 clusters Score -1.87211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -18721092.000000 Penalty: 5908.207031
	Iteration 150Q: 3 clusters Score -1.872109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -18721096.000000 Penalty: 5908.207031
	Iteration 151Q: 3 clusters Score -1.87211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -18721100.000000 Penalty: 5908.207031
	Iteration 152Q: 3 clusters Score -1.87211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -18721096.000000 Penalty: 5908.207031
	Iteration 153Q: 3 clusters Score -1.87211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -18721102.000000 Penalty: 5908.207031
	Iteration 154Q: 3 clusters Score -1.87211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 144426 members 
Entering Unmasked Estep 
Score: -18721090.000000 Penalty: 5908.207031
	Iteration 155Q: 3 clusters Score -1.872109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 144428 members 
Entering Unmasked Estep 
Score: -18721092.000000 Penalty: 5908.207031
	Iteration 156Q: 3 clusters Score -1.872109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 144429 members 
Entering Unmasked Estep 
Score: -18721096.000000 Penalty: 5908.207031
	Iteration 157Q: 3 clusters Score -1.87211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -18721098.000000 Penalty: 5908.207031
	Iteration 158Q: 3 clusters Score -1.87211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -18721090.000000 Penalty: 5908.207031
	Iteration 159Q: 3 clusters Score -1.872109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -18721090.000000 Penalty: 5908.207031
	Iteration 160F: 3 clusters Score -1.872109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1438458.375000 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -1438458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1429896.250000 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -1429896 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1432483.625000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -1432484 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1432925.750000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -1432926 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1433347.500000 Penalty: 4627.982422
	Iteration 3F: 3 clusters Score -1433348 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1433774.250000 Penalty: 4627.982422
	Iteration 4F: 3 clusters Score -1433774 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1434192.250000 Penalty: 4627.982422
	Iteration 5F: 3 clusters Score -1434192 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1434575.500000 Penalty: 4627.982422
	Iteration 6F: 3 clusters Score -1434576 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1434882.000000 Penalty: 4627.982422
	Iteration 7F: 3 clusters Score -1434882 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1435147.625000 Penalty: 4627.982422
	Iteration 8Q: 3 clusters Score -1435148 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1435434.625000 Penalty: 4627.982422
	Iteration 9Q: 3 clusters Score -1435435 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1435700.250000 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -1435700 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1435914.750000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -1435915 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1436085.500000 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -1436086 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1436239.875000 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -1436240 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1436373.125000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -1436373 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1436490.500000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -1436490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1436577.000000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -1436577 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1436648.375000 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -1436648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1436708.375000 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -1436708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1436751.000000 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -1436751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1436794.500000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -1436794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1436823.625000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -1436824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1436847.625000 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -1436848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1436868.250000 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -1436868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1436883.125000 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -1436883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1436894.375000 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -1436894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1436908.250000 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -1436908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1436913.125000 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -1436913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1436934.875000 Penalty: 4627.982422
	Iteration 28Q: 3 clusters Score -1436935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1436943.750000 Penalty: 4627.982422
	Iteration 29Q: 3 clusters Score -1436944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1436957.625000 Penalty: 4627.982422
	Iteration 30Q: 3 clusters Score -1436958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1436964.875000 Penalty: 4627.982422
	Iteration 31Q: 3 clusters Score -1436965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1436976.250000 Penalty: 4627.982422
	Iteration 32Q: 3 clusters Score -1436976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1436980.125000 Penalty: 4627.982422
	Iteration 33Q: 3 clusters Score -1436980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1436988.125000 Penalty: 4627.982422
	Iteration 34Q: 3 clusters Score -1436988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1436995.125000 Penalty: 4627.982422
	Iteration 35Q: 3 clusters Score -1436995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1437009.375000 Penalty: 4627.982422
	Iteration 36Q: 3 clusters Score -1437009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1437014.125000 Penalty: 4627.982422
	Iteration 37Q: 3 clusters Score -1437014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1437018.250000 Penalty: 4627.982422
	Iteration 38Q: 3 clusters Score -1437018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1437021.875000 Penalty: 4627.982422
	Iteration 39Q: 3 clusters Score -1437022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1437025.000000 Penalty: 4627.982422
	Iteration 40F: 3 clusters Score -1437025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1437026.750000 Penalty: 4627.982422
	Iteration 41Q: 3 clusters Score -1437027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1437030.500000 Penalty: 4627.982422
	Iteration 42Q: 3 clusters Score -1437030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1437032.250000 Penalty: 4627.982422
	Iteration 43Q: 3 clusters Score -1437032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1437033.625000 Penalty: 4627.982422
	Iteration 44Q: 3 clusters Score -1437034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1437037.125000 Penalty: 4627.982422
	Iteration 45Q: 3 clusters Score -1437037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1437039.125000 Penalty: 4627.982422
	Iteration 46Q: 3 clusters Score -1437039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1437039.875000 Penalty: 4627.982422
	Iteration 47Q: 3 clusters Score -1437040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1437039.750000 Penalty: 4627.982422
	Iteration 48Q: 3 clusters Score -1437040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1437039.750000 Penalty: 4627.982422
	Iteration 49F: 3 clusters Score -1437040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -33386.167969 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -33386.17 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 166 members 
Entering Unmasked Estep 
Score: -32125.027344 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -32125.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32217.402344 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -32217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32240.617188 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -32240.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32280.611328 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -32280.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32310.615234 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -32310.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32329.330078 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -32329.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32336.988281 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -32336.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32338.468750 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -32338.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32338.468750 Penalty: 2865.715576
	Iteration 8F: 3 clusters Score -32338.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -31382.216797 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -31382.22 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 162 members 
Entering Unmasked Estep 
Score: -30101.119141 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -30101.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30363.806641 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -30363.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30457.416016 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -30457.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30525.210938 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -30525.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30644.708984 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -30644.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30908.296875 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -30908.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31299.029297 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -31299.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31435.699219 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -31435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31501.292969 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -31501.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31536.982422 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -31536.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31549.285156 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -31549.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31560.277344 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -31560.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31575.046875 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -31575.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31612.736328 Penalty: 2864.177490
	Iteration 13Q: 3 clusters Score -31612.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31646.722656 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -31646.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31676.330078 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -31676.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31698.083984 Penalty: 2864.177490
	Iteration 16Q: 3 clusters Score -31698.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31718.773438 Penalty: 2864.177490
	Iteration 17Q: 3 clusters Score -31718.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31718.773438 Penalty: 2864.177490
	Iteration 18F: 3 clusters Score -31718.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 152389 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 141492 members 
Mstep: Class 6 contains 155846 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85924 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 149001 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 76 members 
Mstep: Class 20 contains 108063 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 19007 members 
Mstep: Class 23 contains 8846 members 
Entering Unmasked Estep 
Score: -105743032.000000 Penalty: 77923.179688
Splitting cluster 19 changes total score from -105744144.000000 to -105743032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (108063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Entering Unmasked Estep 
Score: -13712506.000000 Penalty: 2874.436523
	Iteration 0F: 2 clusters Score -1.371251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -13640289.000000 Penalty: 5748.873047
	Iteration 0F: 3 clusters Score -1.364029e+07 nChanged 51184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -13669369.000000 Penalty: 5748.873047
	Iteration 1F: 3 clusters Score -1.366937e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -13669885.000000 Penalty: 5748.873047
	Iteration 2Q: 3 clusters Score -1.366988e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -13670411.000000 Penalty: 5748.873047
	Iteration 3Q: 3 clusters Score -1.367041e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -13671041.000000 Penalty: 5748.873047
	Iteration 4Q: 3 clusters Score -1.367104e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -13671818.000000 Penalty: 5748.873047
	Iteration 5Q: 3 clusters Score -1.367182e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -13672746.000000 Penalty: 5748.873047
	Iteration 6Q: 3 clusters Score -1.367275e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -13674261.000000 Penalty: 5748.873047
	Iteration 7Q: 3 clusters Score -1.367426e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -13676579.000000 Penalty: 5748.873047
	Iteration 8Q: 3 clusters Score -1.367658e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -13680658.000000 Penalty: 5748.873047
	Iteration 9F: 3 clusters Score -1.368066e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -13686563.000000 Penalty: 5748.873047
	Iteration 10F: 3 clusters Score -1.368656e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -13694121.000000 Penalty: 5748.873047
	Iteration 11F: 3 clusters Score -1.369412e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -13701083.000000 Penalty: 5748.873047
	Iteration 12F: 3 clusters Score -1.370108e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -13705856.000000 Penalty: 5748.873047
	Iteration 13Q: 3 clusters Score -1.370586e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -13708160.000000 Penalty: 5748.873047
	Iteration 14Q: 3 clusters Score -1.370816e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13709196.000000 Penalty: 5748.873047
	Iteration 15Q: 3 clusters Score -1.37092e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13709558.000000 Penalty: 5748.873047
	Iteration 16Q: 3 clusters Score -1.370956e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13709707.000000 Penalty: 5748.873047
	Iteration 17Q: 3 clusters Score -1.370971e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13709800.000000 Penalty: 5748.873047
	Iteration 18Q: 3 clusters Score -1.37098e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13709854.000000 Penalty: 5748.873047
	Iteration 19Q: 3 clusters Score -1.370985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13709888.000000 Penalty: 5748.873047
	Iteration 20F: 3 clusters Score -1.370989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13709922.000000 Penalty: 5748.873047
	Iteration 21Q: 3 clusters Score -1.370992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13709962.000000 Penalty: 5748.873047
	Iteration 22Q: 3 clusters Score -1.370996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13709982.000000 Penalty: 5748.873047
	Iteration 23Q: 3 clusters Score -1.370998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13709994.000000 Penalty: 5748.873047
	Iteration 24Q: 3 clusters Score -1.370999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13710013.000000 Penalty: 5748.873047
	Iteration 25Q: 3 clusters Score -1.371001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13710021.000000 Penalty: 5748.873047
	Iteration 26Q: 3 clusters Score -1.371002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13710043.000000 Penalty: 5748.873047
	Iteration 27Q: 3 clusters Score -1.371004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -13710043.000000 Penalty: 5748.873047
	Iteration 28Q: 3 clusters Score -1.371004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13710049.000000 Penalty: 5748.873047
	Iteration 29Q: 3 clusters Score -1.371005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13710047.000000 Penalty: 5748.873047
	Iteration 30Q: 3 clusters Score -1.371005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13710047.000000 Penalty: 5748.873047
	Iteration 31F: 3 clusters Score -1.371005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -193534.750000 Penalty: 1842.521118
	Iteration 0F: 2 clusters Score -193534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191192.875000 Penalty: 3685.042236
	Iteration 0F: 3 clusters Score -191192.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -191875.421875 Penalty: 3685.042236
	Iteration 1F: 3 clusters Score -191875.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192276.500000 Penalty: 3685.042236
	Iteration 2F: 3 clusters Score -192276.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -192499.531250 Penalty: 3685.042236
	Iteration 3F: 3 clusters Score -192499.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -192631.375000 Penalty: 3685.042236
	Iteration 4F: 3 clusters Score -192631.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192763.484375 Penalty: 3685.042236
	Iteration 5Q: 3 clusters Score -192763.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192964.781250 Penalty: 3685.042236
	Iteration 6Q: 3 clusters Score -192964.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193175.093750 Penalty: 3685.042236
	Iteration 7Q: 3 clusters Score -193175.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -193360.093750 Penalty: 3685.042236
	Iteration 8Q: 3 clusters Score -193360.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193436.937500 Penalty: 3685.042236
	Iteration 9Q: 3 clusters Score -193436.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -193472.812500 Penalty: 3685.042236
	Iteration 10Q: 3 clusters Score -193472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -193491.281250 Penalty: 3685.042236
	Iteration 11Q: 3 clusters Score -193491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193503.187500 Penalty: 3685.042236
	Iteration 12Q: 3 clusters Score -193503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193514.468750 Penalty: 3685.042236
	Iteration 13Q: 3 clusters Score -193514.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -193519.484375 Penalty: 3685.042236
	Iteration 14Q: 3 clusters Score -193519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -193521.687500 Penalty: 3685.042236
	Iteration 15Q: 3 clusters Score -193521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193522.312500 Penalty: 3685.042236
	Iteration 16Q: 3 clusters Score -193522.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193522.312500 Penalty: 3685.042236
	Iteration 17F: 3 clusters Score -193522.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Entering Unmasked Estep 
Score: -2413764.750000 Penalty: 2443.435547
	Iteration 0F: 2 clusters Score -2413765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2400263.750000 Penalty: 4886.871094
	Iteration 0F: 3 clusters Score -2400264 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2404581.000000 Penalty: 4886.871094
	Iteration 1F: 3 clusters Score -2404581 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2404933.750000 Penalty: 4886.871094
	Iteration 2F: 3 clusters Score -2404934 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2405229.750000 Penalty: 4886.871094
	Iteration 3Q: 3 clusters Score -2405230 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2405469.000000 Penalty: 4886.871094
	Iteration 4Q: 3 clusters Score -2405469 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2405712.250000 Penalty: 4886.871094
	Iteration 5Q: 3 clusters Score -2405712 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2406025.250000 Penalty: 4886.871094
	Iteration 6Q: 3 clusters Score -2406025 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2406462.500000 Penalty: 4886.871094
	Iteration 7Q: 3 clusters Score -2406462 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2407081.000000 Penalty: 4886.871094
	Iteration 8F: 3 clusters Score -2407081 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2407866.750000 Penalty: 4886.871094
	Iteration 9F: 3 clusters Score -2407867 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2408775.500000 Penalty: 4886.871094
	Iteration 10F: 3 clusters Score -2408776 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2409614.250000 Penalty: 4886.871094
	Iteration 11F: 3 clusters Score -2409614 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2410254.500000 Penalty: 4886.871094
	Iteration 12Q: 3 clusters Score -2410254 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2410663.250000 Penalty: 4886.871094
	Iteration 13Q: 3 clusters Score -2410663 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2410924.500000 Penalty: 4886.871094
	Iteration 14Q: 3 clusters Score -2410924 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2411080.750000 Penalty: 4886.871094
	Iteration 15Q: 3 clusters Score -2411081 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2411216.250000 Penalty: 4886.871094
	Iteration 16Q: 3 clusters Score -2411216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2411338.500000 Penalty: 4886.871094
	Iteration 17Q: 3 clusters Score -2411338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2411462.000000 Penalty: 4886.871094
	Iteration 18Q: 3 clusters Score -2411462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2411566.000000 Penalty: 4886.871094
	Iteration 19Q: 3 clusters Score -2411566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2411644.750000 Penalty: 4886.871094
	Iteration 20F: 3 clusters Score -2411645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2411688.000000 Penalty: 4886.871094
	Iteration 21Q: 3 clusters Score -2411688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2411724.250000 Penalty: 4886.871094
	Iteration 22Q: 3 clusters Score -2411724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2411762.500000 Penalty: 4886.871094
	Iteration 23Q: 3 clusters Score -2411762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2411786.000000 Penalty: 4886.871094
	Iteration 24Q: 3 clusters Score -2411786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2411799.500000 Penalty: 4886.871094
	Iteration 25Q: 3 clusters Score -2411800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2411808.750000 Penalty: 4886.871094
	Iteration 26Q: 3 clusters Score -2411809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2411810.250000 Penalty: 4886.871094
	Iteration 27Q: 3 clusters Score -2411810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2411812.250000 Penalty: 4886.871094
	Iteration 28Q: 3 clusters Score -2411812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2411819.750000 Penalty: 4886.871094
	Iteration 29Q: 3 clusters Score -2411820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2411823.750000 Penalty: 4886.871094
	Iteration 30Q: 3 clusters Score -2411824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2411824.750000 Penalty: 4886.871094
	Iteration 31Q: 3 clusters Score -2411825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2411828.250000 Penalty: 4886.871094
	Iteration 32Q: 3 clusters Score -2411828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2411833.250000 Penalty: 4886.871094
	Iteration 33Q: 3 clusters Score -2411833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2411837.250000 Penalty: 4886.871094
	Iteration 34Q: 3 clusters Score -2411837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2411839.750000 Penalty: 4886.871094
	Iteration 35Q: 3 clusters Score -2411840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2411837.250000 Penalty: 4886.871094
	Iteration 36Q: 3 clusters Score -2411837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2411842.750000 Penalty: 4886.871094
	Iteration 37Q: 3 clusters Score -2411843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2411844.500000 Penalty: 4886.871094
	Iteration 38Q: 3 clusters Score -2411844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2411846.250000 Penalty: 4886.871094
	Iteration 39Q: 3 clusters Score -2411846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2411845.500000 Penalty: 4886.871094
	Iteration 40F: 3 clusters Score -2411846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2411844.750000 Penalty: 4886.871094
	Iteration 41Q: 3 clusters Score -2411845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2411846.250000 Penalty: 4886.871094
	Iteration 42Q: 3 clusters Score -2411846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2411849.250000 Penalty: 4886.871094
	Iteration 43Q: 3 clusters Score -2411849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2411849.250000 Penalty: 4886.871094
	Iteration 44Q: 3 clusters Score -2411849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2411846.500000 Penalty: 4886.871094
	Iteration 45Q: 3 clusters Score -2411846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2411846.500000 Penalty: 4886.871094
	Iteration 46F: 3 clusters Score -2411846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Entering Unmasked Estep 
Score: -1131235.875000 Penalty: 2253.754883
	Iteration 0F: 2 clusters Score -1131236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1124316.375000 Penalty: 4507.509766
	Iteration 0F: 3 clusters Score -1124316 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1126294.125000 Penalty: 4507.509766
	Iteration 1F: 3 clusters Score -1126294 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1126520.000000 Penalty: 4507.509766
	Iteration 2F: 3 clusters Score -1126520 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1126671.250000 Penalty: 4507.509766
	Iteration 3Q: 3 clusters Score -1126671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1126769.500000 Penalty: 4507.509766
	Iteration 4Q: 3 clusters Score -1126770 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1126840.375000 Penalty: 4507.509766
	Iteration 5Q: 3 clusters Score -1126840 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1126888.125000 Penalty: 4507.509766
	Iteration 6Q: 3 clusters Score -1126888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1126923.000000 Penalty: 4507.509766
	Iteration 7Q: 3 clusters Score -1126923 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1126950.375000 Penalty: 4507.509766
	Iteration 8Q: 3 clusters Score -1126950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1126972.250000 Penalty: 4507.509766
	Iteration 9Q: 3 clusters Score -1126972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1126986.000000 Penalty: 4507.509766
	Iteration 10Q: 3 clusters Score -1126986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1126997.250000 Penalty: 4507.509766
	Iteration 11Q: 3 clusters Score -1126997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1127006.750000 Penalty: 4507.509766
	Iteration 12Q: 3 clusters Score -1127007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1127017.625000 Penalty: 4507.509766
	Iteration 13Q: 3 clusters Score -1127018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1127028.625000 Penalty: 4507.509766
	Iteration 14Q: 3 clusters Score -1127029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1127041.250000 Penalty: 4507.509766
	Iteration 15Q: 3 clusters Score -1127041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1127049.500000 Penalty: 4507.509766
	Iteration 16Q: 3 clusters Score -1127050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1127053.875000 Penalty: 4507.509766
	Iteration 17Q: 3 clusters Score -1127054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1127057.250000 Penalty: 4507.509766
	Iteration 18Q: 3 clusters Score -1127057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1127061.125000 Penalty: 4507.509766
	Iteration 19Q: 3 clusters Score -1127061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1127069.500000 Penalty: 4507.509766
	Iteration 20F: 3 clusters Score -1127070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1127070.375000 Penalty: 4507.509766
	Iteration 21Q: 3 clusters Score -1127070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1127071.625000 Penalty: 4507.509766
	Iteration 22Q: 3 clusters Score -1127072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1127076.750000 Penalty: 4507.509766
	Iteration 23Q: 3 clusters Score -1127077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1127079.500000 Penalty: 4507.509766
	Iteration 24Q: 3 clusters Score -1127080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1127079.875000 Penalty: 4507.509766
	Iteration 25Q: 3 clusters Score -1127080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1127081.500000 Penalty: 4507.509766
	Iteration 26Q: 3 clusters Score -1127082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1127083.250000 Penalty: 4507.509766
	Iteration 27Q: 3 clusters Score -1127083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1127086.500000 Penalty: 4507.509766
	Iteration 28Q: 3 clusters Score -1127086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1127089.125000 Penalty: 4507.509766
	Iteration 29Q: 3 clusters Score -1127089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1127094.625000 Penalty: 4507.509766
	Iteration 30Q: 3 clusters Score -1127095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1127099.125000 Penalty: 4507.509766
	Iteration 31Q: 3 clusters Score -1127099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1127103.875000 Penalty: 4507.509766
	Iteration 32Q: 3 clusters Score -1127104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1127106.625000 Penalty: 4507.509766
	Iteration 33Q: 3 clusters Score -1127107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1127110.250000 Penalty: 4507.509766
	Iteration 34Q: 3 clusters Score -1127110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1127111.000000 Penalty: 4507.509766
	Iteration 35Q: 3 clusters Score -1127111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1127113.625000 Penalty: 4507.509766
	Iteration 36Q: 3 clusters Score -1127114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1127114.500000 Penalty: 4507.509766
	Iteration 37Q: 3 clusters Score -1127114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1127115.500000 Penalty: 4507.509766
	Iteration 38Q: 3 clusters Score -1127116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1127119.375000 Penalty: 4507.509766
	Iteration 39Q: 3 clusters Score -1127119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1127122.375000 Penalty: 4507.509766
	Iteration 40F: 3 clusters Score -1127122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1127123.000000 Penalty: 4507.509766
	Iteration 41Q: 3 clusters Score -1127123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1127125.875000 Penalty: 4507.509766
	Iteration 42Q: 3 clusters Score -1127126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1127130.000000 Penalty: 4507.509766
	Iteration 43Q: 3 clusters Score -1127130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1127135.250000 Penalty: 4507.509766
	Iteration 44Q: 3 clusters Score -1127135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1127135.750000 Penalty: 4507.509766
	Iteration 45Q: 3 clusters Score -1127136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1127138.375000 Penalty: 4507.509766
	Iteration 46Q: 3 clusters Score -1127138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1127142.500000 Penalty: 4507.509766
	Iteration 47Q: 3 clusters Score -1127142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1127145.750000 Penalty: 4507.509766
	Iteration 48Q: 3 clusters Score -1127146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1127149.375000 Penalty: 4507.509766
	Iteration 49Q: 3 clusters Score -1127149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1127152.750000 Penalty: 4507.509766
	Iteration 50Q: 3 clusters Score -1127153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1127155.375000 Penalty: 4507.509766
	Iteration 51Q: 3 clusters Score -1127155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1127160.500000 Penalty: 4507.509766
	Iteration 52Q: 3 clusters Score -1127160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1127161.250000 Penalty: 4507.509766
	Iteration 53Q: 3 clusters Score -1127161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1127166.500000 Penalty: 4507.509766
	Iteration 54Q: 3 clusters Score -1127166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1127168.375000 Penalty: 4507.509766
	Iteration 55Q: 3 clusters Score -1127168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1127177.625000 Penalty: 4507.509766
	Iteration 56Q: 3 clusters Score -1127178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1127185.125000 Penalty: 4507.509766
	Iteration 57Q: 3 clusters Score -1127185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1127194.750000 Penalty: 4507.509766
	Iteration 58Q: 3 clusters Score -1127195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1127204.000000 Penalty: 4507.509766
	Iteration 59Q: 3 clusters Score -1127204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1127216.000000 Penalty: 4507.509766
	Iteration 60F: 3 clusters Score -1127216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1127230.125000 Penalty: 4507.509766
	Iteration 61Q: 3 clusters Score -1127230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1127243.250000 Penalty: 4507.509766
	Iteration 62Q: 3 clusters Score -1127243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1127261.000000 Penalty: 4507.509766
	Iteration 63Q: 3 clusters Score -1127261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1127281.000000 Penalty: 4507.509766
	Iteration 64Q: 3 clusters Score -1127281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1127311.625000 Penalty: 4507.509766
	Iteration 65Q: 3 clusters Score -1127312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1127345.375000 Penalty: 4507.509766
	Iteration 66Q: 3 clusters Score -1127345 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1127387.875000 Penalty: 4507.509766
	Iteration 67Q: 3 clusters Score -1127388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1127442.875000 Penalty: 4507.509766
	Iteration 68Q: 3 clusters Score -1127443 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1127512.250000 Penalty: 4507.509766
	Iteration 69Q: 3 clusters Score -1127512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1127610.750000 Penalty: 4507.509766
	Iteration 70Q: 3 clusters Score -1127611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1127730.875000 Penalty: 4507.509766
	Iteration 71Q: 3 clusters Score -1127731 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1127878.125000 Penalty: 4507.509766
	Iteration 72Q: 3 clusters Score -1127878 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1128052.500000 Penalty: 4507.509766
	Iteration 73Q: 3 clusters Score -1128052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1128236.875000 Penalty: 4507.509766
	Iteration 74Q: 3 clusters Score -1128237 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1128453 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1128637.500000 Penalty: 4507.509766
	Iteration 76Q: 3 clusters Score -1128638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1128793.375000 Penalty: 4507.509766
	Iteration 77Q: 3 clusters Score -1128793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1128904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1129006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1129093.500000 Penalty: 4507.509766
	Iteration 80F: 3 clusters Score -1129094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1129153.625000 Penalty: 4507.509766
	Iteration 81Q: 3 clusters Score -1129154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1129189.875000 Penalty: 4507.509766
	Iteration 82Q: 3 clusters Score -1129190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1129226.750000 Penalty: 4507.509766
	Iteration 83Q: 3 clusters Score -1129227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1129252.375000 Penalty: 4507.509766
	Iteration 84Q: 3 clusters Score -1129252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1129271.750000 Penalty: 4507.509766
	Iteration 85Q: 3 clusters Score -1129272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1129280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1129284.375000 Penalty: 4507.509766
	Iteration 87Q: 3 clusters Score -1129284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1129292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1129294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1129293.625000 Penalty: 4507.509766
	Iteration 90F: 3 clusters Score -1129294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 152389 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 141492 members 
Mstep: Class 6 contains 155846 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85924 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 15 contains 149001 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 108063 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 19007 members 
Mstep: Class 23 contains 8846 members 
Entering Unmasked Estep 
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Iteration 199Q: 23 clusters Score -1.057449e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 152536 members 
Mstep: Class 3 contains 821 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 141659 members 
Mstep: Class 6 contains 155890 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85916 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 249 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 148890 members 
Mstep: Class 16 contains 11260 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 107989 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 18764 members 
Mstep: Class 23 contains 8886 members 
Entering Unmasked Estep 
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Iteration 200F: 23 clusters Score -1.057453e+08 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 152631 members 
Mstep: Class 3 contains 824 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 141815 members 
Mstep: Class 6 contains 155967 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85912 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9117 members 
Mstep: Class 13 contains 248 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 148778 members 
Mstep: Class 16 contains 11238 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 313 members 
Mstep: Class 20 contains 107914 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 18551 members 
Mstep: Class 23 contains 8914 members 
Entering Unmasked Estep 
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Iteration 201Q: 23 clusters Score -1.05746e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 152651 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 142036 members 
Mstep: Class 6 contains 156094 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85931 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 248 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 148628 members 
Mstep: Class 16 contains 11211 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 313 members 
Mstep: Class 20 contains 107847 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 18311 members 
Mstep: Class 23 contains 8940 members 
Entering Unmasked Estep 
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Iteration 202Q: 23 clusters Score -1.057464e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 152762 members 
Mstep: Class 3 contains 839 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 142202 members 
Mstep: Class 6 contains 156248 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85962 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9107 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 148371 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 107778 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 18104 members 
Mstep: Class 23 contains 8963 members 
Entering Unmasked Estep 
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Iteration 203Q: 23 clusters Score -1.057469e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 152856 members 
Mstep: Class 3 contains 843 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 142321 members 
Mstep: Class 6 contains 156381 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85965 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9103 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 148152 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 107699 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 17976 members 
Mstep: Class 23 contains 8980 members 
Entering Unmasked Estep 
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Iteration 204Q: 23 clusters Score -1.057469e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 152878 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 142509 members 
Mstep: Class 6 contains 156517 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85951 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9101 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 147881 members 
Mstep: Class 16 contains 11148 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 107667 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 17865 members 
Mstep: Class 23 contains 8998 members 
Entering Unmasked Estep 
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Iteration 205Q: 23 clusters Score -1.057475e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 152900 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 142720 members 
Mstep: Class 6 contains 156628 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85970 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1133 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 147574 members 
Mstep: Class 16 contains 11132 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 107611 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 17795 members 
Mstep: Class 23 contains 9020 members 
Entering Unmasked Estep 
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Iteration 206Q: 23 clusters Score -1.057478e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 152951 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 142924 members 
Mstep: Class 6 contains 156712 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85984 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1134 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9096 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 147293 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 107540 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 17736 members 
Mstep: Class 23 contains 9043 members 
Entering Unmasked Estep 
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Iteration 207Q: 23 clusters Score -1.05748e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 153044 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 143141 members 
Mstep: Class 6 contains 156808 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85996 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1137 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9090 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 146959 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 107475 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 17684 members 
Mstep: Class 23 contains 9051 members 
Entering Unmasked Estep 
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Iteration 208Q: 23 clusters Score -1.057484e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 153142 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 143376 members 
Mstep: Class 6 contains 156878 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86014 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1138 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 146716 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 107290 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 17646 members 
Mstep: Class 23 contains 9069 members 
Entering Unmasked Estep 
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Iteration 209Q: 23 clusters Score -1.057487e+08 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 153153 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 143650 members 
Mstep: Class 6 contains 156940 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86029 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 146507 members 
Mstep: Class 16 contains 11050 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 107113 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 17608 members 
Mstep: Class 23 contains 9079 members 
Entering Unmasked Estep 
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Iteration 210Q: 23 clusters Score -1.057491e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 153181 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 143934 members 
Mstep: Class 6 contains 157041 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86035 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 146295 members 
Mstep: Class 16 contains 11035 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 106889 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 17574 members 
Mstep: Class 23 contains 9095 members 
Entering Unmasked Estep 
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Iteration 211Q: 23 clusters Score -1.057493e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 153283 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 144167 members 
Mstep: Class 6 contains 157177 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86045 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9061 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 145984 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 106662 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 17567 members 
Mstep: Class 23 contains 9113 members 
Entering Unmasked Estep 
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Iteration 212Q: 23 clusters Score -1.057498e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 153369 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 144413 members 
Mstep: Class 6 contains 157410 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86041 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 145725 members 
Mstep: Class 16 contains 11011 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 106300 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 17570 members 
Mstep: Class 23 contains 9130 members 
Entering Unmasked Estep 
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Iteration 213Q: 23 clusters Score -1.057505e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 153402 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 144754 members 
Mstep: Class 6 contains 157556 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86059 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 145415 members 
Mstep: Class 16 contains 10995 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 105949 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 17623 members 
Mstep: Class 23 contains 9146 members 
Entering Unmasked Estep 
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Iteration 214Q: 23 clusters Score -1.057511e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 153453 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 145091 members 
Mstep: Class 6 contains 157665 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86069 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 145100 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 105589 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 9160 members 
Entering Unmasked Estep 
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Iteration 215Q: 23 clusters Score -1.057513e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 153625 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 145391 members 
Mstep: Class 6 contains 157831 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86091 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 144687 members 
Mstep: Class 16 contains 10984 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 105189 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 17764 members 
Mstep: Class 23 contains 9155 members 
Entering Unmasked Estep 
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Iteration 216Q: 23 clusters Score -1.057514e+08 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 153765 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 145662 members 
Mstep: Class 6 contains 158027 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86094 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 144330 members 
Mstep: Class 16 contains 10968 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 104803 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 17821 members 
Mstep: Class 23 contains 9151 members 
Entering Unmasked Estep 
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Iteration 217Q: 23 clusters Score -1.057517e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 153940 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 145962 members 
Mstep: Class 6 contains 158192 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86105 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 143938 members 
Mstep: Class 16 contains 10952 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 104409 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 9170 members 
Entering Unmasked Estep 
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Iteration 218Q: 23 clusters Score -1.057524e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 154244 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 146165 members 
Mstep: Class 6 contains 158347 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86103 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9024 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 143571 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 103972 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 9190 members 
Entering Unmasked Estep 
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Iteration 219Q: 23 clusters Score -1.057524e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 154632 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 146394 members 
Mstep: Class 6 contains 158473 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86110 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9017 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 143177 members 
Mstep: Class 16 contains 10926 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 103444 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 17918 members 
Mstep: Class 23 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 23 clusters Score -1.057532e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 155125 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 146603 members 
Mstep: Class 6 contains 158574 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86123 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 9008 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 142746 members 
Mstep: Class 16 contains 10915 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 102896 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 17969 members 
Mstep: Class 23 contains 9216 members 
Entering Unmasked Estep 
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Iteration 221Q: 23 clusters Score -1.057534e+08 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 155727 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 146774 members 
Mstep: Class 6 contains 158678 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86103 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 255 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 142286 members 
Mstep: Class 16 contains 10891 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 102332 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 18026 members 
Mstep: Class 23 contains 9222 members 
Entering Unmasked Estep 
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Iteration 222Q: 23 clusters Score -1.057531e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 156263 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 147040 members 
Mstep: Class 6 contains 158750 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86069 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9004 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 141849 members 
Mstep: Class 16 contains 10873 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 101750 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 18105 members 
Mstep: Class 23 contains 9224 members 
Entering Unmasked Estep 
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Iteration 223Q: 23 clusters Score -1.057533e+08 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 156904 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 147220 members 
Mstep: Class 6 contains 158841 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 141476 members 
Mstep: Class 16 contains 10860 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 101083 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 18161 members 
Mstep: Class 23 contains 9218 members 
Entering Unmasked Estep 
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Iteration 224Q: 23 clusters Score -1.057532e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 157666 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 147387 members 
Mstep: Class 6 contains 158960 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86006 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9000 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 140997 members 
Mstep: Class 16 contains 10836 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 100406 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 18195 members 
Mstep: Class 23 contains 9210 members 
Entering Unmasked Estep 
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Iteration 225Q: 23 clusters Score -1.057536e+08 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 158378 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 147689 members 
Mstep: Class 6 contains 159030 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86004 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8999 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 140483 members 
Mstep: Class 16 contains 10798 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 99717 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 18242 members 
Mstep: Class 23 contains 9182 members 
Entering Unmasked Estep 
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Iteration 226Q: 23 clusters Score -1.05754e+08 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 159102 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 148102 members 
Mstep: Class 6 contains 159109 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85998 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 139870 members 
Mstep: Class 16 contains 10758 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 98983 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 9156 members 
Entering Unmasked Estep 
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Iteration 227Q: 23 clusters Score -1.057546e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 159938 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 148641 members 
Mstep: Class 6 contains 159162 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85971 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8991 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 139121 members 
Mstep: Class 16 contains 10702 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 98258 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 18340 members 
Mstep: Class 23 contains 9134 members 
Entering Unmasked Estep 
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Iteration 228Q: 23 clusters Score -1.057555e+08 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 160669 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 149263 members 
Mstep: Class 6 contains 159252 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85930 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 138324 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 97576 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 18357 members 
Mstep: Class 23 contains 9114 members 
Entering Unmasked Estep 
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Iteration 229Q: 23 clusters Score -1.057556e+08 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 161402 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 150022 members 
Mstep: Class 6 contains 159275 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85864 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1159 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 137554 members 
Mstep: Class 16 contains 10627 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 96846 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 18374 members 
Mstep: Class 23 contains 9081 members 
Entering Unmasked Estep 
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Score: -105755800.000000 Penalty: 74535.210938
Iteration 230Q: 23 clusters Score -1.057558e+08 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 161995 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 150915 members 
Mstep: Class 6 contains 159348 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85796 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8969 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 136709 members 
Mstep: Class 16 contains 10586 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 96142 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 18401 members 
Mstep: Class 23 contains 9063 members 
Entering Unmasked Estep 
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Iteration 231Q: 23 clusters Score -1.057559e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 162614 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 151819 members 
Mstep: Class 6 contains 159341 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85762 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1160 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 135787 members 
Mstep: Class 16 contains 10538 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 95547 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 18417 members 
Mstep: Class 23 contains 9043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755736.000000 Penalty: 74535.210938
Iteration 232Q: 23 clusters Score -1.057557e+08 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 163109 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 152775 members 
Mstep: Class 6 contains 159370 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85735 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 134802 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 95076 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 18422 members 
Mstep: Class 23 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755736.000000 Penalty: 74535.210938
Iteration 233Q: 23 clusters Score -1.057557e+08 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 163427 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 153708 members 
Mstep: Class 6 contains 159424 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85720 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 133820 members 
Mstep: Class 16 contains 10434 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94731 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 23 contains 9002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755824.000000 Penalty: 74535.210938
Iteration 234Q: 23 clusters Score -1.057558e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 163706 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 154572 members 
Mstep: Class 6 contains 159572 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85695 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 132778 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94441 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 18474 members 
Mstep: Class 23 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 235Q: 23 clusters Score -1.057555e+08 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 163879 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 155420 members 
Mstep: Class 6 contains 159704 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85658 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 131748 members 
Mstep: Class 16 contains 10352 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94278 members 
Mstep: Class 21 contains 1721 members 
Mstep: Class 22 contains 18493 members 
Mstep: Class 23 contains 9010 members 
Entering Unmasked Estep 
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Iteration 236Q: 23 clusters Score -1.057559e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 164030 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 156234 members 
Mstep: Class 6 contains 159915 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85587 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8899 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 130648 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94208 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 18513 members 
Mstep: Class 23 contains 9008 members 
Entering Unmasked Estep 
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Iteration 237Q: 23 clusters Score -1.057562e+08 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 164180 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 156978 members 
Mstep: Class 6 contains 160137 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85561 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8886 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 129477 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94223 members 
Mstep: Class 21 contains 1726 members 
Mstep: Class 22 contains 18519 members 
Mstep: Class 23 contains 9002 members 
Entering Unmasked Estep 
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Iteration 238Q: 23 clusters Score -1.05756e+08 nChanged 4538
Entering ConstructFrom: 
Score: -105755952.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1404667.875000 Penalty: 2311.204834
	Iteration 0F: 2 clusters Score -1404668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1396271.000000 Penalty: 4622.409668
	Iteration 0F: 3 clusters Score -1396271 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1398778.125000 Penalty: 4622.409668
	Iteration 1F: 3 clusters Score -1398778 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1399264.625000 Penalty: 4622.409668
	Iteration 2F: 3 clusters Score -1399265 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1399755.750000 Penalty: 4622.409668
	Iteration 3F: 3 clusters Score -1399756 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1400188.625000 Penalty: 4622.409668
	Iteration 4F: 3 clusters Score -1400189 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1400570.625000 Penalty: 4622.409668
	Iteration 5F: 3 clusters Score -1400571 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1400896.000000 Penalty: 4622.409668
	Iteration 6Q: 3 clusters Score -1400896 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1401168.125000 Penalty: 4622.409668
	Iteration 7Q: 3 clusters Score -1401168 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1401393.500000 Penalty: 4622.409668
	Iteration 8Q: 3 clusters Score -1401394 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1401662.750000 Penalty: 4622.409668
	Iteration 9Q: 3 clusters Score -1401663 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1401957.375000 Penalty: 4622.409668
	Iteration 10Q: 3 clusters Score -1401957 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1402226.750000 Penalty: 4622.409668
	Iteration 11Q: 3 clusters Score -1402227 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1402484.625000 Penalty: 4622.409668
	Iteration 12Q: 3 clusters Score -1402485 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1402718.750000 Penalty: 4622.409668
	Iteration 13Q: 3 clusters Score -1402719 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1402922.125000 Penalty: 4622.409668
	Iteration 14Q: 3 clusters Score -1402922 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1403084.375000 Penalty: 4622.409668
	Iteration 15Q: 3 clusters Score -1403084 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1403209.875000 Penalty: 4622.409668
	Iteration 16Q: 3 clusters Score -1403210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1403293.250000 Penalty: 4622.409668
	Iteration 17Q: 3 clusters Score -1403293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1403337.000000 Penalty: 4622.409668
	Iteration 18Q: 3 clusters Score -1403337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1403358.875000 Penalty: 4622.409668
	Iteration 19Q: 3 clusters Score -1403359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1403376.625000 Penalty: 4622.409668
	Iteration 20F: 3 clusters Score -1403377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1403389.750000 Penalty: 4622.409668
	Iteration 21Q: 3 clusters Score -1403390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1403394.500000 Penalty: 4622.409668
	Iteration 22Q: 3 clusters Score -1403394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1403401.125000 Penalty: 4622.409668
	Iteration 23Q: 3 clusters Score -1403401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1403402.875000 Penalty: 4622.409668
	Iteration 24Q: 3 clusters Score -1403403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1403408.000000 Penalty: 4622.409668
	Iteration 25Q: 3 clusters Score -1403408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1403412.750000 Penalty: 4622.409668
	Iteration 26Q: 3 clusters Score -1403413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1403411.875000 Penalty: 4622.409668
	Iteration 27Q: 3 clusters Score -1403412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1403413.750000 Penalty: 4622.409668
	Iteration 28Q: 3 clusters Score -1403414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1403417.125000 Penalty: 4622.409668
	Iteration 29Q: 3 clusters Score -1403417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1403418.625000 Penalty: 4622.409668
	Iteration 30Q: 3 clusters Score -1403419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1403418.875000 Penalty: 4622.409668
	Iteration 31Q: 3 clusters Score -1403419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1403420.625000 Penalty: 4622.409668
	Iteration 32Q: 3 clusters Score -1403421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1403420.125000 Penalty: 4622.409668
	Iteration 33Q: 3 clusters Score -1403420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1403422.250000 Penalty: 4622.409668
	Iteration 34Q: 3 clusters Score -1403422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1403424.375000 Penalty: 4622.409668
	Iteration 35Q: 3 clusters Score -1403424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1403427.125000 Penalty: 4622.409668
	Iteration 36Q: 3 clusters Score -1403427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1403427.250000 Penalty: 4622.409668
	Iteration 37Q: 3 clusters Score -1403427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1403430.625000 Penalty: 4622.409668
	Iteration 38Q: 3 clusters Score -1403431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1403434.000000 Penalty: 4622.409668
	Iteration 39Q: 3 clusters Score -1403434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1403432.500000 Penalty: 4622.409668
	Iteration 40F: 3 clusters Score -1403432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1403433.875000 Penalty: 4622.409668
	Iteration 41Q: 3 clusters Score -1403434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1403432.750000 Penalty: 4622.409668
	Iteration 42Q: 3 clusters Score -1403433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1403433.125000 Penalty: 4622.409668
	Iteration 43Q: 3 clusters Score -1403433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1403433.125000 Penalty: 4622.409668
	Iteration 44F: 3 clusters Score -1403433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164297 members 
Entering Unmasked Estep 
Score: -20749644.000000 Penalty: 2978.338867
	Iteration 0F: 2 clusters Score -2.074964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -20644246.000000 Penalty: 5956.677734
	Iteration 0F: 3 clusters Score -2.064425e+07 nChanged 78694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -20689644.000000 Penalty: 5956.677734
	Iteration 1F: 3 clusters Score -2.068964e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -20690648.000000 Penalty: 5956.677734
	Iteration 2Q: 3 clusters Score -2.069065e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -20691910.000000 Penalty: 5956.677734
	Iteration 3Q: 3 clusters Score -2.069191e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -20693294.000000 Penalty: 5956.677734
	Iteration 4Q: 3 clusters Score -2.069329e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -20695228.000000 Penalty: 5956.677734
	Iteration 5Q: 3 clusters Score -2.069523e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -20697682.000000 Penalty: 5956.677734
	Iteration 6Q: 3 clusters Score -2.069768e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -20700966.000000 Penalty: 5956.677734
	Iteration 7Q: 3 clusters Score -2.070097e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -20705398.000000 Penalty: 5956.677734
	Iteration 8F: 3 clusters Score -2.07054e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -20711394.000000 Penalty: 5956.677734
	Iteration 9F: 3 clusters Score -2.071139e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106181 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -20718246.000000 Penalty: 5956.677734
	Iteration 10F: 3 clusters Score -2.071825e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -20724562.000000 Penalty: 5956.677734
	Iteration 11F: 3 clusters Score -2.072456e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115540 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -20728664.000000 Penalty: 5956.677734
	Iteration 12Q: 3 clusters Score -2.072866e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119034 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -20731104.000000 Penalty: 5956.677734
	Iteration 13Q: 3 clusters Score -2.07311e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122270 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -20732526.000000 Penalty: 5956.677734
	Iteration 14Q: 3 clusters Score -2.073253e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -20733768.000000 Penalty: 5956.677734
	Iteration 15Q: 3 clusters Score -2.073377e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -20734958.000000 Penalty: 5956.677734
	Iteration 16Q: 3 clusters Score -2.073496e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -20736136.000000 Penalty: 5956.677734
	Iteration 17Q: 3 clusters Score -2.073614e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134369 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -20737264.000000 Penalty: 5956.677734
	Iteration 18Q: 3 clusters Score -2.073726e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -20738454.000000 Penalty: 5956.677734
	Iteration 19Q: 3 clusters Score -2.073845e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140152 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -20739710.000000 Penalty: 5956.677734
	Iteration 20F: 3 clusters Score -2.073971e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -20741150.000000 Penalty: 5956.677734
	Iteration 21Q: 3 clusters Score -2.074115e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145779 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -20742572.000000 Penalty: 5956.677734
	Iteration 22Q: 3 clusters Score -2.074257e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -20743748.000000 Penalty: 5956.677734
	Iteration 23Q: 3 clusters Score -2.074375e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -20744630.000000 Penalty: 5956.677734
	Iteration 24Q: 3 clusters Score -2.074463e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152887 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -20745574.000000 Penalty: 5956.677734
	Iteration 25Q: 3 clusters Score -2.074557e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -20746320.000000 Penalty: 5956.677734
	Iteration 26Q: 3 clusters Score -2.074632e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -20746920.000000 Penalty: 5956.677734
	Iteration 27Q: 3 clusters Score -2.074692e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -20747346.000000 Penalty: 5956.677734
	Iteration 28Q: 3 clusters Score -2.074735e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -20747752.000000 Penalty: 5956.677734
	Iteration 29Q: 3 clusters Score -2.074775e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159307 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -20748188.000000 Penalty: 5956.677734
	Iteration 30Q: 3 clusters Score -2.074819e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -20748460.000000 Penalty: 5956.677734
	Iteration 31Q: 3 clusters Score -2.074846e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -20748710.000000 Penalty: 5956.677734
	Iteration 32Q: 3 clusters Score -2.074871e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20748844.000000 Penalty: 5956.677734
	Iteration 33Q: 3 clusters Score -2.074884e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160841 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20748926.000000 Penalty: 5956.677734
	Iteration 34Q: 3 clusters Score -2.074893e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -20749002.000000 Penalty: 5956.677734
	Iteration 35Q: 3 clusters Score -2.0749e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -20749052.000000 Penalty: 5956.677734
	Iteration 36Q: 3 clusters Score -2.074905e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20749030.000000 Penalty: 5956.677734
	Iteration 37Q: 3 clusters Score -2.074903e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -20749014.000000 Penalty: 5956.677734
	Iteration 38Q: 3 clusters Score -2.074901e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161319 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -20749028.000000 Penalty: 5956.677734
	Iteration 39Q: 3 clusters Score -2.074903e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161365 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -20749008.000000 Penalty: 5956.677734
	Iteration 40F: 3 clusters Score -2.074901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -20749030.000000 Penalty: 5956.677734
	Iteration 41Q: 3 clusters Score -2.074903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -20749040.000000 Penalty: 5956.677734
	Iteration 42Q: 3 clusters Score -2.074904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161437 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -20749042.000000 Penalty: 5956.677734
	Iteration 43Q: 3 clusters Score -2.074904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -20749024.000000 Penalty: 5956.677734
	Iteration 44Q: 3 clusters Score -2.074902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -20749040.000000 Penalty: 5956.677734
	Iteration 45Q: 3 clusters Score -2.074904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -20749042.000000 Penalty: 5956.677734
	Iteration 46Q: 3 clusters Score -2.074904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -20749048.000000 Penalty: 5956.677734
	Iteration 47Q: 3 clusters Score -2.074905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161464 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20749036.000000 Penalty: 5956.677734
	Iteration 48Q: 3 clusters Score -2.074904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -20749032.000000 Penalty: 5956.677734
	Iteration 49Q: 3 clusters Score -2.074903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -20749032.000000 Penalty: 5956.677734
	Iteration 50F: 3 clusters Score -2.074903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100000.937500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98212.625000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -98212.62 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98482.742188 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -98482.74 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98626.101562 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -98626.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98697.687500 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -98697.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98818.945312 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -98818.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98948.515625 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -98948.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99068.273438 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -99068.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -99211.156250 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -99211.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -99288.890625 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -99288.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -99359.000000 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -99359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -99401.335938 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -99401.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -99425.500000 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -99425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99436.453125 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -99436.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -99453.796875 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -99453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -99456.210938 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -99456.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -99460.398438 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -99460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -99467.445312 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -99467.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -99471.007812 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -99471.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -99473.460938 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -99473.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -99473.460938 Penalty: 3342.123535
	Iteration 19F: 3 clusters Score -99473.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -202707.140625 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -202707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200324.375000 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -200324.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200720.546875 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -200720.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200796.343750 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -200796.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200833.218750 Penalty: 3669.190430
	Iteration 3Q: 3 clusters Score -200833.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200861.375000 Penalty: 3669.190430
	Iteration 4Q: 3 clusters Score -200861.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -200880.328125 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -200880.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200900.015625 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -200900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200915.609375 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -200915.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -200926.828125 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -200926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -200932.468750 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -200932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -200933.843750 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -200933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -200934.750000 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -200934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -200935.281250 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -200935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200936.515625 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -200936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200937.515625 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -200937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -200937.625000 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -200937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200938.765625 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -200938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200938.765625 Penalty: 3669.190430
	Iteration 17F: 3 clusters Score -200938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Entering Unmasked Estep 
Score: -19821954.000000 Penalty: 2968.085938
	Iteration 0F: 2 clusters Score -1.982195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -19719120.000000 Penalty: 5936.171875
	Iteration 0F: 3 clusters Score -1.971912e+07 nChanged 75195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -19763126.000000 Penalty: 5936.171875
	Iteration 1F: 3 clusters Score -1.976313e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -19764440.000000 Penalty: 5936.171875
	Iteration 2Q: 3 clusters Score -1.976444e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -19766160.000000 Penalty: 5936.171875
	Iteration 3Q: 3 clusters Score -1.976616e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -19768652.000000 Penalty: 5936.171875
	Iteration 4Q: 3 clusters Score -1.976865e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -19772612.000000 Penalty: 5936.171875
	Iteration 5Q: 3 clusters Score -1.977261e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -19777986.000000 Penalty: 5936.171875
	Iteration 6F: 3 clusters Score -1.977799e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -19785170.000000 Penalty: 5936.171875
	Iteration 7F: 3 clusters Score -1.978517e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117553 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -19793308.000000 Penalty: 5936.171875
	Iteration 8F: 3 clusters Score -1.979331e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -19801160.000000 Penalty: 5936.171875
	Iteration 9F: 3 clusters Score -1.980116e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -19807732.000000 Penalty: 5936.171875
	Iteration 10Q: 3 clusters Score -1.980773e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -19812326.000000 Penalty: 5936.171875
	Iteration 11Q: 3 clusters Score -1.981233e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -19815208.000000 Penalty: 5936.171875
	Iteration 12Q: 3 clusters Score -1.981521e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145037 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -19817052.000000 Penalty: 5936.171875
	Iteration 13Q: 3 clusters Score -1.981705e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -19818232.000000 Penalty: 5936.171875
	Iteration 14Q: 3 clusters Score -1.981823e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -19818986.000000 Penalty: 5936.171875
	Iteration 15Q: 3 clusters Score -1.981899e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149967 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -19819564.000000 Penalty: 5936.171875
	Iteration 16Q: 3 clusters Score -1.981956e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -19820124.000000 Penalty: 5936.171875
	Iteration 17Q: 3 clusters Score -1.982012e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -19820500.000000 Penalty: 5936.171875
	Iteration 18Q: 3 clusters Score -1.98205e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -19820708.000000 Penalty: 5936.171875
	Iteration 19Q: 3 clusters Score -1.982071e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -19820862.000000 Penalty: 5936.171875
	Iteration 20F: 3 clusters Score -1.982086e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -19820916.000000 Penalty: 5936.171875
	Iteration 21Q: 3 clusters Score -1.982092e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -19820976.000000 Penalty: 5936.171875
	Iteration 22Q: 3 clusters Score -1.982098e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -19820982.000000 Penalty: 5936.171875
	Iteration 23Q: 3 clusters Score -1.982098e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153714 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -19821036.000000 Penalty: 5936.171875
	Iteration 24Q: 3 clusters Score -1.982104e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -19821026.000000 Penalty: 5936.171875
	Iteration 25Q: 3 clusters Score -1.982103e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19821032.000000 Penalty: 5936.171875
	Iteration 26Q: 3 clusters Score -1.982103e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -19821034.000000 Penalty: 5936.171875
	Iteration 27Q: 3 clusters Score -1.982103e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -19821004.000000 Penalty: 5936.171875
	Iteration 28Q: 3 clusters Score -1.9821e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -19821018.000000 Penalty: 5936.171875
	Iteration 29Q: 3 clusters Score -1.982102e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -19821008.000000 Penalty: 5936.171875
	Iteration 30Q: 3 clusters Score -1.982101e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154284 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -19821000.000000 Penalty: 5936.171875
	Iteration 31Q: 3 clusters Score -1.9821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -19821006.000000 Penalty: 5936.171875
	Iteration 32Q: 3 clusters Score -1.982101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19821006.000000 Penalty: 5936.171875
	Iteration 33Q: 3 clusters Score -1.982101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -19820980.000000 Penalty: 5936.171875
	Iteration 34Q: 3 clusters Score -1.982098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19820984.000000 Penalty: 5936.171875
	Iteration 35Q: 3 clusters Score -1.982098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -19820996.000000 Penalty: 5936.171875
	Iteration 36Q: 3 clusters Score -1.9821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154425 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -19820996.000000 Penalty: 5936.171875
	Iteration 37Q: 3 clusters Score -1.9821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -19821004.000000 Penalty: 5936.171875
	Iteration 38Q: 3 clusters Score -1.9821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -19821004.000000 Penalty: 5936.171875
	Iteration 39Q: 3 clusters Score -1.9821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -19820990.000000 Penalty: 5936.171875
	Iteration 40F: 3 clusters Score -1.982099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -19820996.000000 Penalty: 5936.171875
	Iteration 41Q: 3 clusters Score -1.9821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -19820998.000000 Penalty: 5936.171875
	Iteration 42Q: 3 clusters Score -1.9821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -19821026.000000 Penalty: 5936.171875
	Iteration 43Q: 3 clusters Score -1.982103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -19821024.000000 Penalty: 5936.171875
	Iteration 44Q: 3 clusters Score -1.982102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154521 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -19821018.000000 Penalty: 5936.171875
	Iteration 45Q: 3 clusters Score -1.982102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154527 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19821028.000000 Penalty: 5936.171875
	Iteration 46Q: 3 clusters Score -1.982103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -19821024.000000 Penalty: 5936.171875
	Iteration 47Q: 3 clusters Score -1.982102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19821026.000000 Penalty: 5936.171875
	Iteration 48Q: 3 clusters Score -1.982103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19821030.000000 Penalty: 5936.171875
	Iteration 49Q: 3 clusters Score -1.982103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19821028.000000 Penalty: 5936.171875
	Iteration 50Q: 3 clusters Score -1.982103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19821026.000000 Penalty: 5936.171875
	Iteration 51Q: 3 clusters Score -1.982103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19821026.000000 Penalty: 5936.171875
	Iteration 52F: 3 clusters Score -1.982103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Entering Unmasked Estep 
Score: -20114148.000000 Penalty: 2972.368652
	Iteration 0F: 2 clusters Score -2.011415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -20008006.000000 Penalty: 5944.737305
	Iteration 0F: 3 clusters Score -2.000801e+07 nChanged 76571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -20052522.000000 Penalty: 5944.737305
	Iteration 1F: 3 clusters Score -2.005252e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -20053696.000000 Penalty: 5944.737305
	Iteration 2Q: 3 clusters Score -2.00537e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -20055956.000000 Penalty: 5944.737305
	Iteration 3Q: 3 clusters Score -2.005596e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -20060168.000000 Penalty: 5944.737305
	Iteration 4F: 3 clusters Score -2.006017e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112750 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -20068204.000000 Penalty: 5944.737305
	Iteration 5F: 3 clusters Score -2.00682e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -20080890.000000 Penalty: 5944.737305
	Iteration 6F: 3 clusters Score -2.008089e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140786 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -20094918.000000 Penalty: 5944.737305
	Iteration 7F: 3 clusters Score -2.009492e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -20104524.000000 Penalty: 5944.737305
	Iteration 8F: 3 clusters Score -2.010452e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -20109218.000000 Penalty: 5944.737305
	Iteration 9Q: 3 clusters Score -2.010922e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -20111062.000000 Penalty: 5944.737305
	Iteration 10Q: 3 clusters Score -2.011106e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -20111792.000000 Penalty: 5944.737305
	Iteration 11Q: 3 clusters Score -2.011179e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155605 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -20112238.000000 Penalty: 5944.737305
	Iteration 12Q: 3 clusters Score -2.011224e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -20112402.000000 Penalty: 5944.737305
	Iteration 13Q: 3 clusters Score -2.01124e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155742 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -20112460.000000 Penalty: 5944.737305
	Iteration 14Q: 3 clusters Score -2.011246e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155773 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -20112522.000000 Penalty: 5944.737305
	Iteration 15Q: 3 clusters Score -2.011252e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -20112550.000000 Penalty: 5944.737305
	Iteration 16Q: 3 clusters Score -2.011255e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -20112622.000000 Penalty: 5944.737305
	Iteration 17Q: 3 clusters Score -2.011262e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -20112640.000000 Penalty: 5944.737305
	Iteration 18Q: 3 clusters Score -2.011264e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -20112654.000000 Penalty: 5944.737305
	Iteration 19Q: 3 clusters Score -2.011265e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -20112672.000000 Penalty: 5944.737305
	Iteration 20F: 3 clusters Score -2.011267e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155805 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -20112688.000000 Penalty: 5944.737305
	Iteration 21Q: 3 clusters Score -2.011269e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155788 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -20112700.000000 Penalty: 5944.737305
	Iteration 22Q: 3 clusters Score -2.01127e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155758 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -20112712.000000 Penalty: 5944.737305
	Iteration 23Q: 3 clusters Score -2.011271e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -20112722.000000 Penalty: 5944.737305
	Iteration 24Q: 3 clusters Score -2.011272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155715 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -20112712.000000 Penalty: 5944.737305
	Iteration 25Q: 3 clusters Score -2.011271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -20112750.000000 Penalty: 5944.737305
	Iteration 26Q: 3 clusters Score -2.011275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -20112762.000000 Penalty: 5944.737305
	Iteration 27Q: 3 clusters Score -2.011276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -20112788.000000 Penalty: 5944.737305
	Iteration 28Q: 3 clusters Score -2.011279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -20112774.000000 Penalty: 5944.737305
	Iteration 29Q: 3 clusters Score -2.011277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155613 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -20112802.000000 Penalty: 5944.737305
	Iteration 30Q: 3 clusters Score -2.01128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -20112812.000000 Penalty: 5944.737305
	Iteration 31Q: 3 clusters Score -2.011281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155574 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -20112818.000000 Penalty: 5944.737305
	Iteration 32Q: 3 clusters Score -2.011282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -20112826.000000 Penalty: 5944.737305
	Iteration 33Q: 3 clusters Score -2.011283e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -20112890.000000 Penalty: 5944.737305
	Iteration 34Q: 3 clusters Score -2.011289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -20112888.000000 Penalty: 5944.737305
	Iteration 35Q: 3 clusters Score -2.011289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -20112900.000000 Penalty: 5944.737305
	Iteration 36Q: 3 clusters Score -2.01129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -20112892.000000 Penalty: 5944.737305
	Iteration 37Q: 3 clusters Score -2.011289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -20112890.000000 Penalty: 5944.737305
	Iteration 38Q: 3 clusters Score -2.011289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -20112876.000000 Penalty: 5944.737305
	Iteration 39Q: 3 clusters Score -2.011288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155452 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -20112882.000000 Penalty: 5944.737305
	Iteration 40F: 3 clusters Score -2.011288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -20112866.000000 Penalty: 5944.737305
	Iteration 41Q: 3 clusters Score -2.011287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155439 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -20112882.000000 Penalty: 5944.737305
	Iteration 42Q: 3 clusters Score -2.011288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155434 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -20112878.000000 Penalty: 5944.737305
	Iteration 43Q: 3 clusters Score -2.011288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -20112882.000000 Penalty: 5944.737305
	Iteration 44Q: 3 clusters Score -2.011288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -20112882.000000 Penalty: 5944.737305
	Iteration 45Q: 3 clusters Score -2.011288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -20112886.000000 Penalty: 5944.737305
	Iteration 46Q: 3 clusters Score -2.011289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -20112898.000000 Penalty: 5944.737305
	Iteration 47Q: 3 clusters Score -2.01129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -20112890.000000 Penalty: 5944.737305
	Iteration 48Q: 3 clusters Score -2.011289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -20112890.000000 Penalty: 5944.737305
	Iteration 49F: 3 clusters Score -2.011289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 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 300 members 
Entering Unmasked Estep 
Score: -72123.328125 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72123.33 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72322.140625 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72322.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72422.414062 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -72422.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72492.710938 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72492.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72525.546875 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72525.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72542.898438 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72559.921875 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72559.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72565.929688 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72565.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72568.359375 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72568.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72568.359375 Penalty: 3180.261963
	Iteration 9F: 3 clusters Score -72568.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Entering Unmasked Estep 
Score: -10446729.000000 Penalty: 2816.378662
	Iteration 0F: 2 clusters Score -1.044673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -10389166.000000 Penalty: 5632.757324
	Iteration 0F: 3 clusters Score -1.038917e+07 nChanged 40329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -10411840.000000 Penalty: 5632.757324
	Iteration 1F: 3 clusters Score -1.041184e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -10412321.000000 Penalty: 5632.757324
	Iteration 2Q: 3 clusters Score -1.041232e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -10412704.000000 Penalty: 5632.757324
	Iteration 3Q: 3 clusters Score -1.04127e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -10413193.000000 Penalty: 5632.757324
	Iteration 4Q: 3 clusters Score -1.041319e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -10413666.000000 Penalty: 5632.757324
	Iteration 5Q: 3 clusters Score -1.041367e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -10414177.000000 Penalty: 5632.757324
	Iteration 6Q: 3 clusters Score -1.041418e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -10414688.000000 Penalty: 5632.757324
	Iteration 7Q: 3 clusters Score -1.041469e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -10415477.000000 Penalty: 5632.757324
	Iteration 8Q: 3 clusters Score -1.041548e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -10416776.000000 Penalty: 5632.757324
	Iteration 9Q: 3 clusters Score -1.041678e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -10418891.000000 Penalty: 5632.757324
	Iteration 10Q: 3 clusters Score -1.041889e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -10422474.000000 Penalty: 5632.757324
	Iteration 11F: 3 clusters Score -1.042247e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -10427896.000000 Penalty: 5632.757324
	Iteration 12F: 3 clusters Score -1.04279e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -10434077.000000 Penalty: 5632.757324
	Iteration 13F: 3 clusters Score -1.043408e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -10439196.000000 Penalty: 5632.757324
	Iteration 14F: 3 clusters Score -1.04392e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10442169.000000 Penalty: 5632.757324
	Iteration 15Q: 3 clusters Score -1.044217e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10443386.000000 Penalty: 5632.757324
	Iteration 16Q: 3 clusters Score -1.044339e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10443853.000000 Penalty: 5632.757324
	Iteration 17Q: 3 clusters Score -1.044385e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10444002.000000 Penalty: 5632.757324
	Iteration 18Q: 3 clusters Score -1.0444e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10444105.000000 Penalty: 5632.757324
	Iteration 19Q: 3 clusters Score -1.04441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10444136.000000 Penalty: 5632.757324
	Iteration 20F: 3 clusters Score -1.044414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10444162.000000 Penalty: 5632.757324
	Iteration 21Q: 3 clusters Score -1.044416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10444185.000000 Penalty: 5632.757324
	Iteration 22Q: 3 clusters Score -1.044418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10444185.000000 Penalty: 5632.757324
	Iteration 23Q: 3 clusters Score -1.044418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10444208.000000 Penalty: 5632.757324
	Iteration 24Q: 3 clusters Score -1.044421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10444213.000000 Penalty: 5632.757324
	Iteration 25Q: 3 clusters Score -1.044421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10444212.000000 Penalty: 5632.757324
	Iteration 26Q: 3 clusters Score -1.044421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10444212.000000 Penalty: 5632.757324
	Iteration 27F: 3 clusters Score -1.044421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17401.019531 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17401.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17474.646484 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17474.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17511.558594 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17511.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17557.976562 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17557.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17560.566406 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -17560.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17560.566406 Penalty: 2594.629883
	Iteration 5F: 3 clusters Score -17560.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -134688.437500 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -134688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132678.921875 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -132678.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133086.515625 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -133086.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133331.781250 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -133331.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133563.078125 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -133563.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133799.390625 Penalty: 3495.568604
	Iteration 4F: 3 clusters Score -133799.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133954.640625 Penalty: 3495.568604
	Iteration 5F: 3 clusters Score -133954.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134031.312500 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -134031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134085.937500 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -134085.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134114.531250 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -134114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134136.453125 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -134136.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134151.171875 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -134151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134160.531250 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -134160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134162.953125 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -134163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134164.953125 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -134165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134166.796875 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -134166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134166.796875 Penalty: 3495.568604
	Iteration 15F: 3 clusters Score -134166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84258.757812 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84258.76 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84597.281250 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84597.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84765.257812 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -84765.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84956.015625 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -84956.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85213.007812 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -85213.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85460.726562 Penalty: 3299.179688
	Iteration 5F: 3 clusters Score -85460.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85729.570312 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85729.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85986.445312 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85986.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86021.164062 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -86021.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86030.390625 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -86030.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86033.812500 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -86033.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86033.812500 Penalty: 3299.179688
	Iteration 11F: 3 clusters Score -86033.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 164297 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 157643 members 
Mstep: Class 6 contains 160389 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85508 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 128309 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94330 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 9000 members 
Entering Unmasked Estep 
Score: -105753760.000000 Penalty: 77923.179688
Splitting cluster 11 changes total score from -105755952.000000 to -105753760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Entering Unmasked Estep 
Score: -1058723.625000 Penalty: 2254.454590
	Iteration 0F: 2 clusters Score -1058724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1051890.375000 Penalty: 4508.909180
	Iteration 0F: 3 clusters Score -1051890 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1053774.125000 Penalty: 4508.909180
	Iteration 1F: 3 clusters Score -1053774 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1054088.750000 Penalty: 4508.909180
	Iteration 2F: 3 clusters Score -1054089 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1054428.250000 Penalty: 4508.909180
	Iteration 3F: 3 clusters Score -1054428 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1054816.375000 Penalty: 4508.909180
	Iteration 4F: 3 clusters Score -1054816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1055212.500000 Penalty: 4508.909180
	Iteration 5F: 3 clusters Score -1055212 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1055592.375000 Penalty: 4508.909180
	Iteration 6F: 3 clusters Score -1055592 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1055940.750000 Penalty: 4508.909180
	Iteration 7F: 3 clusters Score -1055941 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1056253.500000 Penalty: 4508.909180
	Iteration 8F: 3 clusters Score -1056254 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1056538.000000 Penalty: 4508.909180
	Iteration 9Q: 3 clusters Score -1056538 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1056736.500000 Penalty: 4508.909180
	Iteration 10Q: 3 clusters Score -1056736 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1056879.750000 Penalty: 4508.909180
	Iteration 11Q: 3 clusters Score -1056880 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1057001.625000 Penalty: 4508.909180
	Iteration 12Q: 3 clusters Score -1057002 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1057087.625000 Penalty: 4508.909180
	Iteration 13Q: 3 clusters Score -1057088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1057148.750000 Penalty: 4508.909180
	Iteration 14Q: 3 clusters Score -1057149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1057208.750000 Penalty: 4508.909180
	Iteration 15Q: 3 clusters Score -1057209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1057279.875000 Penalty: 4508.909180
	Iteration 16Q: 3 clusters Score -1057280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1057341.000000 Penalty: 4508.909180
	Iteration 17Q: 3 clusters Score -1057341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1057376.000000 Penalty: 4508.909180
	Iteration 18Q: 3 clusters Score -1057376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1057409.000000 Penalty: 4508.909180
	Iteration 19Q: 3 clusters Score -1057409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1057430.750000 Penalty: 4508.909180
	Iteration 20F: 3 clusters Score -1057431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1057446.875000 Penalty: 4508.909180
	Iteration 21Q: 3 clusters Score -1057447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1057471.750000 Penalty: 4508.909180
	Iteration 22Q: 3 clusters Score -1057472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1057490.750000 Penalty: 4508.909180
	Iteration 23Q: 3 clusters Score -1057491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1057511.875000 Penalty: 4508.909180
	Iteration 24Q: 3 clusters Score -1057512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1057529.625000 Penalty: 4508.909180
	Iteration 25Q: 3 clusters Score -1057530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1057553.000000 Penalty: 4508.909180
	Iteration 26Q: 3 clusters Score -1057553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1057582.250000 Penalty: 4508.909180
	Iteration 27Q: 3 clusters Score -1057582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1057616.875000 Penalty: 4508.909180
	Iteration 28Q: 3 clusters Score -1057617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1057632.125000 Penalty: 4508.909180
	Iteration 29Q: 3 clusters Score -1057632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1057651.375000 Penalty: 4508.909180
	Iteration 30Q: 3 clusters Score -1057651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1057667.625000 Penalty: 4508.909180
	Iteration 31Q: 3 clusters Score -1057668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1057681.625000 Penalty: 4508.909180
	Iteration 32Q: 3 clusters Score -1057682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1057697.500000 Penalty: 4508.909180
	Iteration 33Q: 3 clusters Score -1057698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1057703.000000 Penalty: 4508.909180
	Iteration 34Q: 3 clusters Score -1057703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1057703.250000 Penalty: 4508.909180
	Iteration 35Q: 3 clusters Score -1057703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1057706.375000 Penalty: 4508.909180
	Iteration 36Q: 3 clusters Score -1057706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1057710.125000 Penalty: 4508.909180
	Iteration 37Q: 3 clusters Score -1057710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1057712.000000 Penalty: 4508.909180
	Iteration 38Q: 3 clusters Score -1057712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1057714.000000 Penalty: 4508.909180
	Iteration 39Q: 3 clusters Score -1057714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1057716.000000 Penalty: 4508.909180
	Iteration 40F: 3 clusters Score -1057716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1057717.625000 Penalty: 4508.909180
	Iteration 41Q: 3 clusters Score -1057718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1057720.500000 Penalty: 4508.909180
	Iteration 42Q: 3 clusters Score -1057720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1057720.500000 Penalty: 4508.909180
	Iteration 43F: 3 clusters Score -1057720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25914.998047 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25915 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 129 members 
Entering Unmasked Estep 
Score: -24669.044922 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24669.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24793.679688 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24793.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24828.892578 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24828.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24834.818359 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24834.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24843.033203 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24843.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24843.033203 Penalty: 2750.407959
	Iteration 5F: 3 clusters Score -24843.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -97444.695312 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -97444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95566.093750 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -95566.09 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95850.617188 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -95850.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95962.281250 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -95962.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -96055.195312 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -96055.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96125.109375 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -96125.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96186.218750 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -96186.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96254.507812 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -96254.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96317.234375 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -96317.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96354.679688 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -96354.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96381.812500 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -96381.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96418.828125 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -96418.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96462.750000 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -96462.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96522.039062 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -96522.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96603.859375 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -96603.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96660.437500 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -96660.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96715.273438 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -96715.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96740.812500 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -96740.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96760.265625 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -96760.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96789.468750 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -96789.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96831.273438 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -96831.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96865.695312 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -96865.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96892.382812 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -96892.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96900.742188 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -96900.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96912.937500 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -96912.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96916.867188 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -96916.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96922.367188 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -96922.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -96924.101562 Penalty: 3375.088867
	Iteration 26Q: 3 clusters Score -96924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96930.734375 Penalty: 3375.088867
	Iteration 27Q: 3 clusters Score -96930.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96934.507812 Penalty: 3375.088867
	Iteration 28Q: 3 clusters Score -96934.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96936.492188 Penalty: 3375.088867
	Iteration 29Q: 3 clusters Score -96936.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96938.101562 Penalty: 3375.088867
	Iteration 30Q: 3 clusters Score -96938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96939.718750 Penalty: 3375.088867
	Iteration 31Q: 3 clusters Score -96939.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96941.257812 Penalty: 3375.088867
	Iteration 32Q: 3 clusters Score -96941.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96950.507812 Penalty: 3375.088867
	Iteration 33Q: 3 clusters Score -96950.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96961.546875 Penalty: 3375.088867
	Iteration 34Q: 3 clusters Score -96961.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96977.273438 Penalty: 3375.088867
	Iteration 35Q: 3 clusters Score -96977.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96986.867188 Penalty: 3375.088867
	Iteration 36Q: 3 clusters Score -96986.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96996.750000 Penalty: 3375.088867
	Iteration 37Q: 3 clusters Score -96996.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97001.992188 Penalty: 3375.088867
	Iteration 38Q: 3 clusters Score -97001.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97005.062500 Penalty: 3375.088867
	Iteration 39Q: 3 clusters Score -97005.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97005.062500 Penalty: 3375.088867
	Iteration 40F: 3 clusters Score -97005.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (128309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Entering Unmasked Estep 
Score: -16134079.000000 Penalty: 2917.024658
	Iteration 0F: 2 clusters Score -1.613408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -16048083.000000 Penalty: 5834.049316
	Iteration 0F: 3 clusters Score -1.604808e+07 nChanged 61143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -16083465.000000 Penalty: 5834.049316
	Iteration 1F: 3 clusters Score -1.608346e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -16084599.000000 Penalty: 5834.049316
	Iteration 2Q: 3 clusters Score -1.60846e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -16086530.000000 Penalty: 5834.049316
	Iteration 3Q: 3 clusters Score -1.608653e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -16089913.000000 Penalty: 5834.049316
	Iteration 4F: 3 clusters Score -1.608991e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -16096140.000000 Penalty: 5834.049316
	Iteration 5F: 3 clusters Score -1.609614e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -16106114.000000 Penalty: 5834.049316
	Iteration 6F: 3 clusters Score -1.610611e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -16117854.000000 Penalty: 5834.049316
	Iteration 7F: 3 clusters Score -1.611785e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -16125946.000000 Penalty: 5834.049316
	Iteration 8F: 3 clusters Score -1.612595e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -16129643.000000 Penalty: 5834.049316
	Iteration 9Q: 3 clusters Score -1.612964e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16131003.000000 Penalty: 5834.049316
	Iteration 10Q: 3 clusters Score -1.6131e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127387 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16131451.000000 Penalty: 5834.049316
	Iteration 11Q: 3 clusters Score -1.613145e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16131664.000000 Penalty: 5834.049316
	Iteration 12Q: 3 clusters Score -1.613166e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16131803.000000 Penalty: 5834.049316
	Iteration 13Q: 3 clusters Score -1.61318e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16131945.000000 Penalty: 5834.049316
	Iteration 14Q: 3 clusters Score -1.613194e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16131991.000000 Penalty: 5834.049316
	Iteration 15Q: 3 clusters Score -1.613199e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16132025.000000 Penalty: 5834.049316
	Iteration 16Q: 3 clusters Score -1.613202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16132049.000000 Penalty: 5834.049316
	Iteration 17Q: 3 clusters Score -1.613205e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16132088.000000 Penalty: 5834.049316
	Iteration 18Q: 3 clusters Score -1.613209e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16132107.000000 Penalty: 5834.049316
	Iteration 19Q: 3 clusters Score -1.613211e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127431 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16132109.000000 Penalty: 5834.049316
	Iteration 20F: 3 clusters Score -1.613211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16132155.000000 Penalty: 5834.049316
	Iteration 21Q: 3 clusters Score -1.613216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127414 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -16132187.000000 Penalty: 5834.049316
	Iteration 22Q: 3 clusters Score -1.613219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127396 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16132205.000000 Penalty: 5834.049316
	Iteration 23Q: 3 clusters Score -1.61322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127383 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16132193.000000 Penalty: 5834.049316
	Iteration 24Q: 3 clusters Score -1.613219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16132203.000000 Penalty: 5834.049316
	Iteration 25Q: 3 clusters Score -1.61322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16132211.000000 Penalty: 5834.049316
	Iteration 26Q: 3 clusters Score -1.613221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127357 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16132220.000000 Penalty: 5834.049316
	Iteration 27Q: 3 clusters Score -1.613222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16132228.000000 Penalty: 5834.049316
	Iteration 28Q: 3 clusters Score -1.613223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16132228.000000 Penalty: 5834.049316
	Iteration 29Q: 3 clusters Score -1.613223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16132244.000000 Penalty: 5834.049316
	Iteration 30Q: 3 clusters Score -1.613224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127330 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16132234.000000 Penalty: 5834.049316
	Iteration 31Q: 3 clusters Score -1.613223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127317 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16132244.000000 Penalty: 5834.049316
	Iteration 32Q: 3 clusters Score -1.613224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16132251.000000 Penalty: 5834.049316
	Iteration 33Q: 3 clusters Score -1.613225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16132262.000000 Penalty: 5834.049316
	Iteration 34Q: 3 clusters Score -1.613226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16132273.000000 Penalty: 5834.049316
	Iteration 35Q: 3 clusters Score -1.613227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16132300.000000 Penalty: 5834.049316
	Iteration 36Q: 3 clusters Score -1.61323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127259 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16132316.000000 Penalty: 5834.049316
	Iteration 37Q: 3 clusters Score -1.613232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16132313.000000 Penalty: 5834.049316
	Iteration 38Q: 3 clusters Score -1.613231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127250 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16132311.000000 Penalty: 5834.049316
	Iteration 39Q: 3 clusters Score -1.613231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -16132296.000000 Penalty: 5834.049316
	Iteration 40F: 3 clusters Score -1.61323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127240 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16132290.000000 Penalty: 5834.049316
	Iteration 41Q: 3 clusters Score -1.613229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16132286.000000 Penalty: 5834.049316
	Iteration 42Q: 3 clusters Score -1.613229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127234 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16132298.000000 Penalty: 5834.049316
	Iteration 43Q: 3 clusters Score -1.61323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16132317.000000 Penalty: 5834.049316
	Iteration 44Q: 3 clusters Score -1.613232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16132322.000000 Penalty: 5834.049316
	Iteration 45Q: 3 clusters Score -1.613232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127214 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16132323.000000 Penalty: 5834.049316
	Iteration 46Q: 3 clusters Score -1.613232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16132340.000000 Penalty: 5834.049316
	Iteration 47Q: 3 clusters Score -1.613234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127199 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16132343.000000 Penalty: 5834.049316
	Iteration 48Q: 3 clusters Score -1.613234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16132348.000000 Penalty: 5834.049316
	Iteration 49Q: 3 clusters Score -1.613235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127190 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16132348.000000 Penalty: 5834.049316
	Iteration 50Q: 3 clusters Score -1.613235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -16132351.000000 Penalty: 5834.049316
	Iteration 51Q: 3 clusters Score -1.613235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -16132366.000000 Penalty: 5834.049316
	Iteration 52Q: 3 clusters Score -1.613237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127173 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16132349.000000 Penalty: 5834.049316
	Iteration 53Q: 3 clusters Score -1.613235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127168 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16132349.000000 Penalty: 5834.049316
	Iteration 54Q: 3 clusters Score -1.613235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16132353.000000 Penalty: 5834.049316
	Iteration 55Q: 3 clusters Score -1.613235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127164 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16132353.000000 Penalty: 5834.049316
	Iteration 56Q: 3 clusters Score -1.613235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16132367.000000 Penalty: 5834.049316
	Iteration 57Q: 3 clusters Score -1.613237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -16132364.000000 Penalty: 5834.049316
	Iteration 58Q: 3 clusters Score -1.613236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16132371.000000 Penalty: 5834.049316
	Iteration 59Q: 3 clusters Score -1.613237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16132374.000000 Penalty: 5834.049316
	Iteration 60F: 3 clusters Score -1.613237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16132361.000000 Penalty: 5834.049316
	Iteration 61Q: 3 clusters Score -1.613236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16132371.000000 Penalty: 5834.049316
	Iteration 62Q: 3 clusters Score -1.613237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16132368.000000 Penalty: 5834.049316
	Iteration 63Q: 3 clusters Score -1.613237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -16132377.000000 Penalty: 5834.049316
	Iteration 64Q: 3 clusters Score -1.613238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16132377.000000 Penalty: 5834.049316
	Iteration 65Q: 3 clusters Score -1.613238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127137 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -16132374.000000 Penalty: 5834.049316
	Iteration 66Q: 3 clusters Score -1.613237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127135 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16132379.000000 Penalty: 5834.049316
	Iteration 67Q: 3 clusters Score -1.613238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16132389.000000 Penalty: 5834.049316
	Iteration 68Q: 3 clusters Score -1.613239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16132389.000000 Penalty: 5834.049316
	Iteration 69F: 3 clusters Score -1.613239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1302134.000000 Penalty: 2289.245605
	Iteration 0F: 2 clusters Score -1302134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1294275.375000 Penalty: 4578.491211
	Iteration 0F: 3 clusters Score -1294275 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1296471.875000 Penalty: 4578.491211
	Iteration 1F: 3 clusters Score -1296472 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1296740.375000 Penalty: 4578.491211
	Iteration 2F: 3 clusters Score -1296740 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1296926.125000 Penalty: 4578.491211
	Iteration 3Q: 3 clusters Score -1296926 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1297066.500000 Penalty: 4578.491211
	Iteration 4Q: 3 clusters Score -1297066 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1297181.750000 Penalty: 4578.491211
	Iteration 5Q: 3 clusters Score -1297182 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1297295.625000 Penalty: 4578.491211
	Iteration 6Q: 3 clusters Score -1297296 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1297416.750000 Penalty: 4578.491211
	Iteration 7Q: 3 clusters Score -1297417 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1297545.750000 Penalty: 4578.491211
	Iteration 8Q: 3 clusters Score -1297546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1297679.875000 Penalty: 4578.491211
	Iteration 9Q: 3 clusters Score -1297680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1297832.250000 Penalty: 4578.491211
	Iteration 10Q: 3 clusters Score -1297832 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1297975.500000 Penalty: 4578.491211
	Iteration 11Q: 3 clusters Score -1297976 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1298115.125000 Penalty: 4578.491211
	Iteration 12Q: 3 clusters Score -1298115 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1298280.000000 Penalty: 4578.491211
	Iteration 13Q: 3 clusters Score -1298280 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1298411.750000 Penalty: 4578.491211
	Iteration 14Q: 3 clusters Score -1298412 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1298535.500000 Penalty: 4578.491211
	Iteration 15Q: 3 clusters Score -1298536 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1298640.625000 Penalty: 4578.491211
	Iteration 16Q: 3 clusters Score -1298641 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1298729.875000 Penalty: 4578.491211
	Iteration 17Q: 3 clusters Score -1298730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1298811.250000 Penalty: 4578.491211
	Iteration 18Q: 3 clusters Score -1298811 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1298880.000000 Penalty: 4578.491211
	Iteration 19Q: 3 clusters Score -1298880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1298956.250000 Penalty: 4578.491211
	Iteration 20F: 3 clusters Score -1298956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1299039.750000 Penalty: 4578.491211
	Iteration 21Q: 3 clusters Score -1299040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1299106.375000 Penalty: 4578.491211
	Iteration 22Q: 3 clusters Score -1299106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1299172.125000 Penalty: 4578.491211
	Iteration 23Q: 3 clusters Score -1299172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1299238.125000 Penalty: 4578.491211
	Iteration 24Q: 3 clusters Score -1299238 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1299305.250000 Penalty: 4578.491211
	Iteration 25Q: 3 clusters Score -1299305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1299371.500000 Penalty: 4578.491211
	Iteration 26Q: 3 clusters Score -1299372 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1299431.875000 Penalty: 4578.491211
	Iteration 27Q: 3 clusters Score -1299432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1299490.250000 Penalty: 4578.491211
	Iteration 28Q: 3 clusters Score -1299490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1299550.250000 Penalty: 4578.491211
	Iteration 29Q: 3 clusters Score -1299550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1299598.250000 Penalty: 4578.491211
	Iteration 30Q: 3 clusters Score -1299598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1299648.000000 Penalty: 4578.491211
	Iteration 31Q: 3 clusters Score -1299648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1299703.750000 Penalty: 4578.491211
	Iteration 32Q: 3 clusters Score -1299704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1299750.750000 Penalty: 4578.491211
	Iteration 33Q: 3 clusters Score -1299751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1299796.625000 Penalty: 4578.491211
	Iteration 34Q: 3 clusters Score -1299797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1299829.250000 Penalty: 4578.491211
	Iteration 35Q: 3 clusters Score -1299829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1299868.500000 Penalty: 4578.491211
	Iteration 36Q: 3 clusters Score -1299868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1299910.125000 Penalty: 4578.491211
	Iteration 37Q: 3 clusters Score -1299910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1299933.125000 Penalty: 4578.491211
	Iteration 38Q: 3 clusters Score -1299933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1299955.875000 Penalty: 4578.491211
	Iteration 39Q: 3 clusters Score -1299956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1299970.375000 Penalty: 4578.491211
	Iteration 40F: 3 clusters Score -1299970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1299985.500000 Penalty: 4578.491211
	Iteration 41Q: 3 clusters Score -1299986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1300003.625000 Penalty: 4578.491211
	Iteration 42Q: 3 clusters Score -1300004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1300018.250000 Penalty: 4578.491211
	Iteration 43Q: 3 clusters Score -1300018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1300038.125000 Penalty: 4578.491211
	Iteration 44Q: 3 clusters Score -1300038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1300052.375000 Penalty: 4578.491211
	Iteration 45Q: 3 clusters Score -1300052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1300057.125000 Penalty: 4578.491211
	Iteration 46Q: 3 clusters Score -1300057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1300067.500000 Penalty: 4578.491211
	Iteration 47Q: 3 clusters Score -1300068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1300081.125000 Penalty: 4578.491211
	Iteration 48Q: 3 clusters Score -1300081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1300086.500000 Penalty: 4578.491211
	Iteration 49Q: 3 clusters Score -1300086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1300090.500000 Penalty: 4578.491211
	Iteration 50Q: 3 clusters Score -1300090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1300095.375000 Penalty: 4578.491211
	Iteration 51Q: 3 clusters Score -1300095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1300100.375000 Penalty: 4578.491211
	Iteration 52Q: 3 clusters Score -1300100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1300109.750000 Penalty: 4578.491211
	Iteration 53Q: 3 clusters Score -1300110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1300114.250000 Penalty: 4578.491211
	Iteration 54Q: 3 clusters Score -1300114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1300119.000000 Penalty: 4578.491211
	Iteration 55Q: 3 clusters Score -1300119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1300121.250000 Penalty: 4578.491211
	Iteration 56Q: 3 clusters Score -1300121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1300121.625000 Penalty: 4578.491211
	Iteration 57Q: 3 clusters Score -1300122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1300121.625000 Penalty: 4578.491211
	Iteration 58F: 3 clusters Score -1300122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -33801.859375 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -33801.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32602.611328 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -32602.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32793.156250 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -32793.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32868.820312 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -32868.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32892.250000 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -32892.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32922.878906 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -32922.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32922.878906 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -32922.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -29432.595703 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -29432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28201.136719 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -28201.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28343.632812 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28343.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28453.914062 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28453.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28528.849609 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28528.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28551.671875 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28551.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28564.843750 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28564.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28569.113281 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28569.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28572.152344 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28572.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28576.103516 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28576.103516 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -28576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Entering Unmasked Estep 
Score: -11987410.000000 Penalty: 2840.729492
	Iteration 0F: 2 clusters Score -1.198741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -11924422.000000 Penalty: 5681.458984
	Iteration 0F: 3 clusters Score -1.192442e+07 nChanged 44420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -11949497.000000 Penalty: 5681.458984
	Iteration 1F: 3 clusters Score -1.19495e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -11950049.000000 Penalty: 5681.458984
	Iteration 2Q: 3 clusters Score -1.195005e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -11950655.000000 Penalty: 5681.458984
	Iteration 3Q: 3 clusters Score -1.195066e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -11951380.000000 Penalty: 5681.458984
	Iteration 4Q: 3 clusters Score -1.195138e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -11952234.000000 Penalty: 5681.458984
	Iteration 5Q: 3 clusters Score -1.195223e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -11953290.000000 Penalty: 5681.458984
	Iteration 6Q: 3 clusters Score -1.195329e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -11954774.000000 Penalty: 5681.458984
	Iteration 7Q: 3 clusters Score -1.195477e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -11956793.000000 Penalty: 5681.458984
	Iteration 8Q: 3 clusters Score -1.195679e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -11959737.000000 Penalty: 5681.458984
	Iteration 9F: 3 clusters Score -1.195974e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -11963540.000000 Penalty: 5681.458984
	Iteration 10F: 3 clusters Score -1.196354e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -11967660.000000 Penalty: 5681.458984
	Iteration 11F: 3 clusters Score -1.196766e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -11970435.000000 Penalty: 5681.458984
	Iteration 12F: 3 clusters Score -1.197044e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -11971896.000000 Penalty: 5681.458984
	Iteration 13Q: 3 clusters Score -1.19719e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -11972752.000000 Penalty: 5681.458984
	Iteration 14Q: 3 clusters Score -1.197275e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -11973451.000000 Penalty: 5681.458984
	Iteration 15Q: 3 clusters Score -1.197345e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -11974289.000000 Penalty: 5681.458984
	Iteration 16Q: 3 clusters Score -1.197429e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -11975096.000000 Penalty: 5681.458984
	Iteration 17Q: 3 clusters Score -1.19751e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -11975838.000000 Penalty: 5681.458984
	Iteration 18Q: 3 clusters Score -1.197584e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -11976511.000000 Penalty: 5681.458984
	Iteration 19Q: 3 clusters Score -1.197651e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -11977137.000000 Penalty: 5681.458984
	Iteration 20F: 3 clusters Score -1.197714e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -11977784.000000 Penalty: 5681.458984
	Iteration 21Q: 3 clusters Score -1.197778e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -11978399.000000 Penalty: 5681.458984
	Iteration 22Q: 3 clusters Score -1.19784e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -11978950.000000 Penalty: 5681.458984
	Iteration 23Q: 3 clusters Score -1.197895e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -11979436.000000 Penalty: 5681.458984
	Iteration 24Q: 3 clusters Score -1.197944e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -11979901.000000 Penalty: 5681.458984
	Iteration 25Q: 3 clusters Score -1.19799e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -11980461.000000 Penalty: 5681.458984
	Iteration 26Q: 3 clusters Score -1.198046e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -11980882.000000 Penalty: 5681.458984
	Iteration 27Q: 3 clusters Score -1.198088e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -11981351.000000 Penalty: 5681.458984
	Iteration 28Q: 3 clusters Score -1.198135e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -11981837.000000 Penalty: 5681.458984
	Iteration 29Q: 3 clusters Score -1.198184e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -11982276.000000 Penalty: 5681.458984
	Iteration 30Q: 3 clusters Score -1.198228e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -11982636.000000 Penalty: 5681.458984
	Iteration 31Q: 3 clusters Score -1.198264e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -11982934.000000 Penalty: 5681.458984
	Iteration 32Q: 3 clusters Score -1.198293e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -11983269.000000 Penalty: 5681.458984
	Iteration 33Q: 3 clusters Score -1.198327e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -11983542.000000 Penalty: 5681.458984
	Iteration 34Q: 3 clusters Score -1.198354e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11983770.000000 Penalty: 5681.458984
	Iteration 35Q: 3 clusters Score -1.198377e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11983997.000000 Penalty: 5681.458984
	Iteration 36Q: 3 clusters Score -1.1984e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11984209.000000 Penalty: 5681.458984
	Iteration 37Q: 3 clusters Score -1.198421e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11984342.000000 Penalty: 5681.458984
	Iteration 38Q: 3 clusters Score -1.198434e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11984485.000000 Penalty: 5681.458984
	Iteration 39Q: 3 clusters Score -1.198448e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11984584.000000 Penalty: 5681.458984
	Iteration 40F: 3 clusters Score -1.198458e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11984663.000000 Penalty: 5681.458984
	Iteration 41Q: 3 clusters Score -1.198466e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11984701.000000 Penalty: 5681.458984
	Iteration 42Q: 3 clusters Score -1.19847e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11984762.000000 Penalty: 5681.458984
	Iteration 43Q: 3 clusters Score -1.198476e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11984789.000000 Penalty: 5681.458984
	Iteration 44Q: 3 clusters Score -1.198479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11984813.000000 Penalty: 5681.458984
	Iteration 45Q: 3 clusters Score -1.198481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11984837.000000 Penalty: 5681.458984
	Iteration 46Q: 3 clusters Score -1.198484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11984865.000000 Penalty: 5681.458984
	Iteration 47Q: 3 clusters Score -1.198486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11984890.000000 Penalty: 5681.458984
	Iteration 48Q: 3 clusters Score -1.198489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11984897.000000 Penalty: 5681.458984
	Iteration 49Q: 3 clusters Score -1.19849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11984903.000000 Penalty: 5681.458984
	Iteration 50Q: 3 clusters Score -1.19849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11984911.000000 Penalty: 5681.458984
	Iteration 51Q: 3 clusters Score -1.198491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11984912.000000 Penalty: 5681.458984
	Iteration 52Q: 3 clusters Score -1.198491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11984924.000000 Penalty: 5681.458984
	Iteration 53Q: 3 clusters Score -1.198492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11984925.000000 Penalty: 5681.458984
	Iteration 54Q: 3 clusters Score -1.198492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11984933.000000 Penalty: 5681.458984
	Iteration 55Q: 3 clusters Score -1.198493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11984941.000000 Penalty: 5681.458984
	Iteration 56Q: 3 clusters Score -1.198494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11984936.000000 Penalty: 5681.458984
	Iteration 57Q: 3 clusters Score -1.198494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11984943.000000 Penalty: 5681.458984
	Iteration 58Q: 3 clusters Score -1.198494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11984937.000000 Penalty: 5681.458984
	Iteration 59Q: 3 clusters Score -1.198494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11984936.000000 Penalty: 5681.458984
	Iteration 60F: 3 clusters Score -1.198494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11984939.000000 Penalty: 5681.458984
	Iteration 61Q: 3 clusters Score -1.198494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11984939.000000 Penalty: 5681.458984
	Iteration 62F: 3 clusters Score -1.198494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -198261.937500 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -198261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196087.109375 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -196087.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -196954.703125 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -196954.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -197248.359375 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -197248.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -197443.890625 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -197443.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -197623.390625 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -197623.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -197704.593750 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -197704.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -197766.828125 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -197766.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -197799.421875 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -197799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -197816.343750 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -197816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -197829.078125 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -197829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -197831.812500 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -197831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -197833.078125 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -197833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -197834.812500 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -197834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -197835.843750 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -197835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -197835.843750 Penalty: 3696.103760
	Iteration 14F: 3 clusters Score -197835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Entering Unmasked Estep 
Score: -2358783.750000 Penalty: 2437.226074
	Iteration 0F: 2 clusters Score -2358784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2345629.250000 Penalty: 4874.452148
	Iteration 0F: 3 clusters Score -2345629 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2349858.500000 Penalty: 4874.452148
	Iteration 1F: 3 clusters Score -2349858 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2350265.750000 Penalty: 4874.452148
	Iteration 2F: 3 clusters Score -2350266 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2350601.250000 Penalty: 4874.452148
	Iteration 3Q: 3 clusters Score -2350601 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2350951.250000 Penalty: 4874.452148
	Iteration 4Q: 3 clusters Score -2350951 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2351306.250000 Penalty: 4874.452148
	Iteration 5Q: 3 clusters Score -2351306 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2351715.750000 Penalty: 4874.452148
	Iteration 6Q: 3 clusters Score -2351716 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2352141.750000 Penalty: 4874.452148
	Iteration 7Q: 3 clusters Score -2352142 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2352555.750000 Penalty: 4874.452148
	Iteration 8Q: 3 clusters Score -2352556 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2352925.250000 Penalty: 4874.452148
	Iteration 9Q: 3 clusters Score -2352925 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2353238.750000 Penalty: 4874.452148
	Iteration 10Q: 3 clusters Score -2353239 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2353488.000000 Penalty: 4874.452148
	Iteration 11Q: 3 clusters Score -2353488 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2353720.500000 Penalty: 4874.452148
	Iteration 12Q: 3 clusters Score -2353720 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2353962.750000 Penalty: 4874.452148
	Iteration 13Q: 3 clusters Score -2353963 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2354217.250000 Penalty: 4874.452148
	Iteration 14Q: 3 clusters Score -2354217 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2354449.000000 Penalty: 4874.452148
	Iteration 15Q: 3 clusters Score -2354449 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2354677.500000 Penalty: 4874.452148
	Iteration 16Q: 3 clusters Score -2354678 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2354851.250000 Penalty: 4874.452148
	Iteration 17Q: 3 clusters Score -2354851 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2354957.250000 Penalty: 4874.452148
	Iteration 18Q: 3 clusters Score -2354957 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2355044.250000 Penalty: 4874.452148
	Iteration 19Q: 3 clusters Score -2355044 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2355104.500000 Penalty: 4874.452148
	Iteration 20F: 3 clusters Score -2355104 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2355162.500000 Penalty: 4874.452148
	Iteration 21Q: 3 clusters Score -2355162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2355204.250000 Penalty: 4874.452148
	Iteration 22Q: 3 clusters Score -2355204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2355245.750000 Penalty: 4874.452148
	Iteration 23Q: 3 clusters Score -2355246 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2355278.250000 Penalty: 4874.452148
	Iteration 24Q: 3 clusters Score -2355278 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2355309.250000 Penalty: 4874.452148
	Iteration 25Q: 3 clusters Score -2355309 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2355347.750000 Penalty: 4874.452148
	Iteration 26Q: 3 clusters Score -2355348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2355364.750000 Penalty: 4874.452148
	Iteration 27Q: 3 clusters Score -2355365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2355378.750000 Penalty: 4874.452148
	Iteration 28Q: 3 clusters Score -2355379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2355395.750000 Penalty: 4874.452148
	Iteration 29Q: 3 clusters Score -2355396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2355421.750000 Penalty: 4874.452148
	Iteration 30Q: 3 clusters Score -2355422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2355438.750000 Penalty: 4874.452148
	Iteration 31Q: 3 clusters Score -2355439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2355463.500000 Penalty: 4874.452148
	Iteration 32Q: 3 clusters Score -2355464 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2355490.000000 Penalty: 4874.452148
	Iteration 33Q: 3 clusters Score -2355490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2355510.250000 Penalty: 4874.452148
	Iteration 34Q: 3 clusters Score -2355510 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2355532.000000 Penalty: 4874.452148
	Iteration 35Q: 3 clusters Score -2355532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2355563.000000 Penalty: 4874.452148
	Iteration 36Q: 3 clusters Score -2355563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2355584.000000 Penalty: 4874.452148
	Iteration 37Q: 3 clusters Score -2355584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2355609.750000 Penalty: 4874.452148
	Iteration 38Q: 3 clusters Score -2355610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2355620.250000 Penalty: 4874.452148
	Iteration 39Q: 3 clusters Score -2355620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2355647.750000 Penalty: 4874.452148
	Iteration 40F: 3 clusters Score -2355648 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2355668.250000 Penalty: 4874.452148
	Iteration 41Q: 3 clusters Score -2355668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2355699.500000 Penalty: 4874.452148
	Iteration 42Q: 3 clusters Score -2355700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2355717.250000 Penalty: 4874.452148
	Iteration 43Q: 3 clusters Score -2355717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2355730.750000 Penalty: 4874.452148
	Iteration 44Q: 3 clusters Score -2355731 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2355755.250000 Penalty: 4874.452148
	Iteration 45Q: 3 clusters Score -2355755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2355776.750000 Penalty: 4874.452148
	Iteration 46Q: 3 clusters Score -2355777 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2355791.750000 Penalty: 4874.452148
	Iteration 47Q: 3 clusters Score -2355792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2355809.750000 Penalty: 4874.452148
	Iteration 48Q: 3 clusters Score -2355810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2355835.000000 Penalty: 4874.452148
	Iteration 49Q: 3 clusters Score -2355835 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2355858.750000 Penalty: 4874.452148
	Iteration 50Q: 3 clusters Score -2355859 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2355898.750000 Penalty: 4874.452148
	Iteration 51Q: 3 clusters Score -2355899 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2355935.500000 Penalty: 4874.452148
	Iteration 52Q: 3 clusters Score -2355936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2355956.000000 Penalty: 4874.452148
	Iteration 53Q: 3 clusters Score -2355956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2355988.250000 Penalty: 4874.452148
	Iteration 54Q: 3 clusters Score -2355988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2356019.750000 Penalty: 4874.452148
	Iteration 55Q: 3 clusters Score -2356020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2356052.000000 Penalty: 4874.452148
	Iteration 56Q: 3 clusters Score -2356052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2356078.250000 Penalty: 4874.452148
	Iteration 57Q: 3 clusters Score -2356078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2356120.750000 Penalty: 4874.452148
	Iteration 58Q: 3 clusters Score -2356121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2356152.750000 Penalty: 4874.452148
	Iteration 59Q: 3 clusters Score -2356153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2356182.250000 Penalty: 4874.452148
	Iteration 60F: 3 clusters Score -2356182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2356227.500000 Penalty: 4874.452148
	Iteration 61Q: 3 clusters Score -2356228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2356263.250000 Penalty: 4874.452148
	Iteration 62Q: 3 clusters Score -2356263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2356297.000000 Penalty: 4874.452148
	Iteration 63Q: 3 clusters Score -2356297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2356331.500000 Penalty: 4874.452148
	Iteration 64Q: 3 clusters Score -2356332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2356368.000000 Penalty: 4874.452148
	Iteration 65Q: 3 clusters Score -2356368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2356395.250000 Penalty: 4874.452148
	Iteration 66Q: 3 clusters Score -2356395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2356422.250000 Penalty: 4874.452148
	Iteration 67Q: 3 clusters Score -2356422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2356439.000000 Penalty: 4874.452148
	Iteration 68Q: 3 clusters Score -2356439 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2356465.000000 Penalty: 4874.452148
	Iteration 69Q: 3 clusters Score -2356465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2356478.250000 Penalty: 4874.452148
	Iteration 70Q: 3 clusters Score -2356478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2356489.750000 Penalty: 4874.452148
	Iteration 71Q: 3 clusters Score -2356490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2356505.000000 Penalty: 4874.452148
	Iteration 72Q: 3 clusters Score -2356505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2356527.250000 Penalty: 4874.452148
	Iteration 73Q: 3 clusters Score -2356527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2356536.250000 Penalty: 4874.452148
	Iteration 74Q: 3 clusters Score -2356536 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2356558.500000 Penalty: 4874.452148
	Iteration 75Q: 3 clusters Score -2356558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2356577.250000 Penalty: 4874.452148
	Iteration 76Q: 3 clusters Score -2356577 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2356586.500000 Penalty: 4874.452148
	Iteration 77Q: 3 clusters Score -2356586 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2356605.250000 Penalty: 4874.452148
	Iteration 78Q: 3 clusters Score -2356605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2356612.500000 Penalty: 4874.452148
	Iteration 79Q: 3 clusters Score -2356612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2356621.250000 Penalty: 4874.452148
	Iteration 80F: 3 clusters Score -2356621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2356633.000000 Penalty: 4874.452148
	Iteration 81Q: 3 clusters Score -2356633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2356649.750000 Penalty: 4874.452148
	Iteration 82Q: 3 clusters Score -2356650 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2356655.750000 Penalty: 4874.452148
	Iteration 83Q: 3 clusters Score -2356656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2356662.750000 Penalty: 4874.452148
	Iteration 84Q: 3 clusters Score -2356663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2356672.500000 Penalty: 4874.452148
	Iteration 85Q: 3 clusters Score -2356672 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2356679.000000 Penalty: 4874.452148
	Iteration 86Q: 3 clusters Score -2356679 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2356680.750000 Penalty: 4874.452148
	Iteration 87Q: 3 clusters Score -2356681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2356689.250000 Penalty: 4874.452148
	Iteration 88Q: 3 clusters Score -2356689 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2356693.500000 Penalty: 4874.452148
	Iteration 89Q: 3 clusters Score -2356694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2356698.250000 Penalty: 4874.452148
	Iteration 90Q: 3 clusters Score -2356698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2356705.250000 Penalty: 4874.452148
	Iteration 91Q: 3 clusters Score -2356705 nChanged 13
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Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2356705 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2356712.500000 Penalty: 4874.452148
	Iteration 93Q: 3 clusters Score -2356712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2356708.500000 Penalty: 4874.452148
	Iteration 94Q: 3 clusters Score -2356708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2356710.750000 Penalty: 4874.452148
	Iteration 95Q: 3 clusters Score -2356711 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2356715.250000 Penalty: 4874.452148
	Iteration 96Q: 3 clusters Score -2356715 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2356717.750000 Penalty: 4874.452148
	Iteration 97Q: 3 clusters Score -2356718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2356717.000000 Penalty: 4874.452148
	Iteration 98Q: 3 clusters Score -2356717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2356718.750000 Penalty: 4874.452148
	Iteration 99Q: 3 clusters Score -2356719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2356722.500000 Penalty: 4874.452148
	Iteration 100F: 3 clusters Score -2356722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2356727.000000 Penalty: 4874.452148
	Iteration 101Q: 3 clusters Score -2356727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2356728.250000 Penalty: 4874.452148
	Iteration 102Q: 3 clusters Score -2356728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2356734.250000 Penalty: 4874.452148
	Iteration 103Q: 3 clusters Score -2356734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2356738.500000 Penalty: 4874.452148
	Iteration 104Q: 3 clusters Score -2356738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2356742.750000 Penalty: 4874.452148
	Iteration 105Q: 3 clusters Score -2356743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2356743.250000 Penalty: 4874.452148
	Iteration 106Q: 3 clusters Score -2356743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2356752.750000 Penalty: 4874.452148
	Iteration 107Q: 3 clusters Score -2356753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2356748.000000 Penalty: 4874.452148
	Iteration 108Q: 3 clusters Score -2356748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2356750.250000 Penalty: 4874.452148
	Iteration 109Q: 3 clusters Score -2356750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2356752.000000 Penalty: 4874.452148
	Iteration 110Q: 3 clusters Score -2356752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2356754.250000 Penalty: 4874.452148
	Iteration 111Q: 3 clusters Score -2356754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2356756.250000 Penalty: 4874.452148
	Iteration 112Q: 3 clusters Score -2356756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2356752.250000 Penalty: 4874.452148
	Iteration 113Q: 3 clusters Score -2356752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2356757.500000 Penalty: 4874.452148
	Iteration 114Q: 3 clusters Score -2356758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2356757.500000 Penalty: 4874.452148
	Iteration 115Q: 3 clusters Score -2356758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2356763.000000 Penalty: 4874.452148
	Iteration 116Q: 3 clusters Score -2356763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2356762.750000 Penalty: 4874.452148
	Iteration 117Q: 3 clusters Score -2356763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2356766.250000 Penalty: 4874.452148
	Iteration 118Q: 3 clusters Score -2356766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2356766.000000 Penalty: 4874.452148
	Iteration 119Q: 3 clusters Score -2356766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2356767.000000 Penalty: 4874.452148
	Iteration 120F: 3 clusters Score -2356767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2356768.500000 Penalty: 4874.452148
	Iteration 121Q: 3 clusters Score -2356768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2356771.500000 Penalty: 4874.452148
	Iteration 122Q: 3 clusters Score -2356772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2356771.500000 Penalty: 4874.452148
	Iteration 123F: 3 clusters Score -2356772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -1150958.375000 Penalty: 2258.034912
	Iteration 0F: 2 clusters Score -1150958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1143883.625000 Penalty: 4516.069824
	Iteration 0F: 3 clusters Score -1143884 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1145843.250000 Penalty: 4516.069824
	Iteration 1F: 3 clusters Score -1145843 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1146116.750000 Penalty: 4516.069824
	Iteration 2F: 3 clusters Score -1146117 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1146311.500000 Penalty: 4516.069824
	Iteration 3F: 3 clusters Score -1146312 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1146453.750000 Penalty: 4516.069824
	Iteration 4Q: 3 clusters Score -1146454 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1146562.000000 Penalty: 4516.069824
	Iteration 5Q: 3 clusters Score -1146562 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1146638.000000 Penalty: 4516.069824
	Iteration 6Q: 3 clusters Score -1146638 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1146713.000000 Penalty: 4516.069824
	Iteration 7Q: 3 clusters Score -1146713 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1146778.250000 Penalty: 4516.069824
	Iteration 8Q: 3 clusters Score -1146778 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1146845.500000 Penalty: 4516.069824
	Iteration 9Q: 3 clusters Score -1146846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1146916.875000 Penalty: 4516.069824
	Iteration 10Q: 3 clusters Score -1146917 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1146984.750000 Penalty: 4516.069824
	Iteration 11Q: 3 clusters Score -1146985 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1147081.625000 Penalty: 4516.069824
	Iteration 12Q: 3 clusters Score -1147082 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1147191.375000 Penalty: 4516.069824
	Iteration 13Q: 3 clusters Score -1147191 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1147332.250000 Penalty: 4516.069824
	Iteration 14Q: 3 clusters Score -1147332 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1147520.875000 Penalty: 4516.069824
	Iteration 15Q: 3 clusters Score -1147521 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1147720.750000 Penalty: 4516.069824
	Iteration 16Q: 3 clusters Score -1147721 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1147935.875000 Penalty: 4516.069824
	Iteration 17Q: 3 clusters Score -1147936 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1148153.625000 Penalty: 4516.069824
	Iteration 18Q: 3 clusters Score -1148154 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1148355.000000 Penalty: 4516.069824
	Iteration 19Q: 3 clusters Score -1148355 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1148537.500000 Penalty: 4516.069824
	Iteration 20F: 3 clusters Score -1148538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1148664.375000 Penalty: 4516.069824
	Iteration 21Q: 3 clusters Score -1148664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1148763.250000 Penalty: 4516.069824
	Iteration 22Q: 3 clusters Score -1148763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1148823.500000 Penalty: 4516.069824
	Iteration 23Q: 3 clusters Score -1148824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1148859.000000 Penalty: 4516.069824
	Iteration 24Q: 3 clusters Score -1148859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1148889.375000 Penalty: 4516.069824
	Iteration 25Q: 3 clusters Score -1148889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1148914.125000 Penalty: 4516.069824
	Iteration 26Q: 3 clusters Score -1148914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1148924.875000 Penalty: 4516.069824
	Iteration 27Q: 3 clusters Score -1148925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1148933.125000 Penalty: 4516.069824
	Iteration 28Q: 3 clusters Score -1148933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1148936.875000 Penalty: 4516.069824
	Iteration 29Q: 3 clusters Score -1148937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1148942.000000 Penalty: 4516.069824
	Iteration 30Q: 3 clusters Score -1148942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1148948.500000 Penalty: 4516.069824
	Iteration 31Q: 3 clusters Score -1148948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1148957.875000 Penalty: 4516.069824
	Iteration 32Q: 3 clusters Score -1148958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1148967.750000 Penalty: 4516.069824
	Iteration 33Q: 3 clusters Score -1148968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1148969.625000 Penalty: 4516.069824
	Iteration 34Q: 3 clusters Score -1148970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1148969.625000 Penalty: 4516.069824
	Iteration 35F: 3 clusters Score -1148970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 164297 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 157643 members 
Mstep: Class 6 contains 160389 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85508 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 128309 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94330 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 9000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755672.000000 Penalty: 74535.210938
Iteration 239Q: 23 clusters Score -1.057557e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 164433 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 158151 members 
Mstep: Class 6 contains 160734 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85449 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 127146 members 
Mstep: Class 16 contains 10156 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94509 members 
Mstep: Class 21 contains 1729 members 
Mstep: Class 22 contains 18518 members 
Mstep: Class 23 contains 9001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755520.000000 Penalty: 74535.210938
Iteration 240F: 23 clusters Score -1.057555e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 164582 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 158547 members 
Mstep: Class 6 contains 161063 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85413 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8839 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 125983 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 94752 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 18524 members 
Mstep: Class 23 contains 8993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755536.000000 Penalty: 74535.210938
Iteration 241Q: 23 clusters Score -1.057555e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 164789 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 158792 members 
Mstep: Class 6 contains 161380 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85381 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8821 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 124840 members 
Mstep: Class 16 contains 10092 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 95060 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 18532 members 
Mstep: Class 23 contains 8998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755784.000000 Penalty: 74535.210938
Iteration 242Q: 23 clusters Score -1.057558e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 164978 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 158935 members 
Mstep: Class 6 contains 161713 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85367 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8799 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 123761 members 
Mstep: Class 16 contains 10052 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 95383 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 9004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756056.000000 Penalty: 74535.210938
Iteration 243Q: 23 clusters Score -1.057561e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 165274 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 158990 members 
Mstep: Class 6 contains 162012 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85354 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1135 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 122711 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 95740 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 8994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756104.000000 Penalty: 74535.210938
Iteration 244Q: 23 clusters Score -1.057561e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 165582 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 158947 members 
Mstep: Class 6 contains 162415 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85337 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1138 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8771 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 121560 members 
Mstep: Class 16 contains 9972 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 96180 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 18562 members 
Mstep: Class 23 contains 8999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756128.000000 Penalty: 74535.210938
Iteration 245Q: 23 clusters Score -1.057561e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 165902 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 158834 members 
Mstep: Class 6 contains 162879 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85308 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 120395 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 96663 members 
Mstep: Class 21 contains 1739 members 
Mstep: Class 22 contains 18560 members 
Mstep: Class 23 contains 9000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756448.000000 Penalty: 74535.210938
Iteration 246Q: 23 clusters Score -1.057564e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 166164 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 158708 members 
Mstep: Class 6 contains 163294 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85303 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 119245 members 
Mstep: Class 16 contains 9919 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 97221 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 8999 members 
Entering Unmasked Estep 
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Score: -105756760.000000 Penalty: 74535.210938
Iteration 247Q: 23 clusters Score -1.057568e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 166369 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 158586 members 
Mstep: Class 6 contains 163781 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85269 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 118101 members 
Mstep: Class 16 contains 9900 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 97779 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 18611 members 
Mstep: Class 23 contains 8994 members 
Entering Unmasked Estep 
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Iteration 248Q: 23 clusters Score -1.057567e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 166636 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 158358 members 
Mstep: Class 6 contains 164221 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85227 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 117007 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 98394 members 
Mstep: Class 21 contains 1750 members 
Mstep: Class 22 contains 18627 members 
Mstep: Class 23 contains 8996 members 
Entering Unmasked Estep 
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Iteration 249Q: 23 clusters Score -1.057561e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 166868 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 158114 members 
Mstep: Class 6 contains 164664 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85166 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 115972 members 
Mstep: Class 16 contains 9851 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 99049 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 18640 members 
Mstep: Class 23 contains 8998 members 
Entering Unmasked Estep 
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Iteration 250Q: 23 clusters Score -1.05756e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 167124 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 157883 members 
Mstep: Class 6 contains 165136 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85119 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 114866 members 
Mstep: Class 16 contains 9837 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 99716 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 18649 members 
Mstep: Class 23 contains 8995 members 
Entering Unmasked Estep 
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Iteration 251Q: 23 clusters Score -1.057558e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 167354 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 157629 members 
Mstep: Class 6 contains 165573 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85077 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8696 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 113773 members 
Mstep: Class 16 contains 9816 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 100426 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 9005 members 
Entering Unmasked Estep 
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Iteration 252Q: 23 clusters Score -1.057556e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 167583 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 157368 members 
Mstep: Class 6 contains 165937 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85043 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 112747 members 
Mstep: Class 16 contains 9804 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 101158 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 18683 members 
Mstep: Class 23 contains 9011 members 
Entering Unmasked Estep 
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Iteration 253Q: 23 clusters Score -1.057554e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 167821 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 157084 members 
Mstep: Class 6 contains 166268 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84999 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 111733 members 
Mstep: Class 16 contains 9798 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 101913 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 9016 members 
Entering Unmasked Estep 
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Iteration 254Q: 23 clusters Score -1.057555e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 168085 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 156804 members 
Mstep: Class 6 contains 166624 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84940 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8673 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 110702 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 102673 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 18714 members 
Mstep: Class 23 contains 9016 members 
Entering Unmasked Estep 
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Iteration 255Q: 23 clusters Score -1.057552e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 168388 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 156490 members 
Mstep: Class 6 contains 166970 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84896 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 109678 members 
Mstep: Class 16 contains 9753 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 103380 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 18743 members 
Mstep: Class 23 contains 9019 members 
Entering Unmasked Estep 
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Iteration 256Q: 23 clusters Score -1.057549e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 168645 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 156177 members 
Mstep: Class 6 contains 167373 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84834 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 108642 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 104115 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 9025 members 
Entering Unmasked Estep 
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Iteration 257Q: 23 clusters Score -1.057547e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 168850 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 155886 members 
Mstep: Class 6 contains 167782 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84771 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 107627 members 
Mstep: Class 16 contains 9728 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 104877 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 9009 members 
Entering Unmasked Estep 
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Iteration 258Q: 23 clusters Score -1.05755e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 169010 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 155619 members 
Mstep: Class 6 contains 168158 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84707 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8660 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 106636 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 105677 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 18771 members 
Mstep: Class 23 contains 8996 members 
Entering Unmasked Estep 
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Iteration 259Q: 23 clusters Score -1.05755e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 169132 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 155393 members 
Mstep: Class 6 contains 168454 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84681 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8655 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 105691 members 
Mstep: Class 16 contains 9702 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 106470 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 18788 members 
Mstep: Class 23 contains 8987 members 
Entering Unmasked Estep 
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Iteration 260F: 23 clusters Score -1.057549e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 169239 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 155163 members 
Mstep: Class 6 contains 168769 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84660 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8653 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 104733 members 
Mstep: Class 16 contains 9683 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 107268 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 18801 members 
Mstep: Class 23 contains 8989 members 
Entering Unmasked Estep 
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Iteration 261Q: 23 clusters Score -1.057551e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 169317 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 154935 members 
Mstep: Class 6 contains 169087 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84641 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 103779 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 108089 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 18823 members 
Mstep: Class 23 contains 8992 members 
Entering Unmasked Estep 
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Iteration 262Q: 23 clusters Score -1.057546e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 169360 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 154711 members 
Mstep: Class 6 contains 169390 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84615 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 102832 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 108968 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 18831 members 
Mstep: Class 23 contains 8990 members 
Entering Unmasked Estep 
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Iteration 263Q: 23 clusters Score -1.057544e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 169374 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 154499 members 
Mstep: Class 6 contains 169691 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84600 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8639 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 101884 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 109854 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 18846 members 
Mstep: Class 23 contains 8985 members 
Entering Unmasked Estep 
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Iteration 264Q: 23 clusters Score -1.057543e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 169368 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 154330 members 
Mstep: Class 6 contains 169996 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84593 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8630 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 100950 members 
Mstep: Class 16 contains 9622 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 110721 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 18847 members 
Mstep: Class 23 contains 8983 members 
Entering Unmasked Estep 
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Iteration 265Q: 23 clusters Score -1.057545e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 169430 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 154146 members 
Mstep: Class 6 contains 170284 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84576 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 99966 members 
Mstep: Class 16 contains 9605 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 111606 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18839 members 
Mstep: Class 23 contains 8986 members 
Entering Unmasked Estep 
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Iteration 266Q: 23 clusters Score -1.057544e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 169525 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 153945 members 
Mstep: Class 6 contains 170505 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84553 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 98963 members 
Mstep: Class 16 contains 9586 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 112550 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 18842 members 
Mstep: Class 23 contains 8987 members 
Entering Unmasked Estep 
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Iteration 267Q: 23 clusters Score -1.057546e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 169577 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 153730 members 
Mstep: Class 6 contains 170726 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84543 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 97906 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18854 members 
Mstep: Class 23 contains 8995 members 
Entering Unmasked Estep 
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Iteration 268Q: 23 clusters Score -1.057549e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 169619 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 153515 members 
Mstep: Class 6 contains 170891 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84543 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 96747 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 114792 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 18843 members 
Mstep: Class 23 contains 9004 members 
Entering Unmasked Estep 
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Iteration 269Q: 23 clusters Score -1.05755e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 169606 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 153332 members 
Mstep: Class 6 contains 171083 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84550 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 95548 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 116039 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18822 members 
Mstep: Class 23 contains 9020 members 
Entering Unmasked Estep 
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Iteration 270Q: 23 clusters Score -1.057552e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 169641 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 153157 members 
Mstep: Class 6 contains 171272 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84517 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 94305 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 117325 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 18807 members 
Mstep: Class 23 contains 9028 members 
Entering Unmasked Estep 
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Iteration 271Q: 23 clusters Score -1.057556e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 169641 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 152984 members 
Mstep: Class 6 contains 171420 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84501 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 92978 members 
Mstep: Class 16 contains 9520 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 118712 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 18799 members 
Mstep: Class 23 contains 9044 members 
Entering Unmasked Estep 
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Iteration 272Q: 23 clusters Score -1.057553e+08 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 169668 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 152832 members 
Mstep: Class 6 contains 171598 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84493 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8589 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 91661 members 
Mstep: Class 16 contains 9505 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 120060 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18777 members 
Mstep: Class 23 contains 9036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755472.000000 Penalty: 74535.210938
Iteration 273Q: 23 clusters Score -1.057555e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 169732 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 152646 members 
Mstep: Class 6 contains 171752 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8588 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 90315 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 121421 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18766 members 
Mstep: Class 23 contains 9048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755768.000000 Penalty: 74535.210938
Iteration 274Q: 23 clusters Score -1.057558e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 169848 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 152399 members 
Mstep: Class 6 contains 171929 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84473 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 88896 members 
Mstep: Class 16 contains 9476 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 122862 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 9051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755544.000000 Penalty: 74535.210938
Iteration 275Q: 23 clusters Score -1.057555e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 169961 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 152162 members 
Mstep: Class 6 contains 172093 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84467 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 87438 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 124335 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 18735 members 
Mstep: Class 23 contains 9057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755768.000000 Penalty: 74535.210938
Iteration 276Q: 23 clusters Score -1.057558e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 170084 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 151964 members 
Mstep: Class 6 contains 172278 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84408 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 85881 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 125879 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 18728 members 
Mstep: Class 23 contains 9063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756016.000000 Penalty: 74535.210938
Iteration 277Q: 23 clusters Score -1.05756e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 170181 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 151753 members 
Mstep: Class 6 contains 172422 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84338 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 84317 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 127504 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 18728 members 
Mstep: Class 23 contains 9062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756200.000000 Penalty: 74535.210938
Iteration 278Q: 23 clusters Score -1.057562e+08 nChanged 3689
Entering ConstructFrom: 
Score: -105756200.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (11879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Entering Unmasked Estep 
Score: -1495377.000000 Penalty: 2326.866699
	Iteration 0F: 2 clusters Score -1495377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1486526.625000 Penalty: 4653.733398
	Iteration 0F: 3 clusters Score -1486527 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1489431.125000 Penalty: 4653.733398
	Iteration 1F: 3 clusters Score -1489431 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1490048.625000 Penalty: 4653.733398
	Iteration 2F: 3 clusters Score -1490049 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1490689.250000 Penalty: 4653.733398
	Iteration 3F: 3 clusters Score -1490689 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1491383.625000 Penalty: 4653.733398
	Iteration 4F: 3 clusters Score -1491384 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1492132.875000 Penalty: 4653.733398
	Iteration 5F: 3 clusters Score -1492133 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1492880.125000 Penalty: 4653.733398
	Iteration 6F: 3 clusters Score -1492880 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1493472.125000 Penalty: 4653.733398
	Iteration 7F: 3 clusters Score -1493472 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1493813.000000 Penalty: 4653.733398
	Iteration 8Q: 3 clusters Score -1493813 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1493970.750000 Penalty: 4653.733398
	Iteration 9Q: 3 clusters Score -1493971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1494053.625000 Penalty: 4653.733398
	Iteration 10Q: 3 clusters Score -1494054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1494111.125000 Penalty: 4653.733398
	Iteration 11Q: 3 clusters Score -1494111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1494134.625000 Penalty: 4653.733398
	Iteration 12Q: 3 clusters Score -1494135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1494148.250000 Penalty: 4653.733398
	Iteration 13Q: 3 clusters Score -1494148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1494163.500000 Penalty: 4653.733398
	Iteration 14Q: 3 clusters Score -1494164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1494188.250000 Penalty: 4653.733398
	Iteration 15Q: 3 clusters Score -1494188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1494201.875000 Penalty: 4653.733398
	Iteration 16Q: 3 clusters Score -1494202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1494207.625000 Penalty: 4653.733398
	Iteration 17Q: 3 clusters Score -1494208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1494219.375000 Penalty: 4653.733398
	Iteration 18Q: 3 clusters Score -1494219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1494224.750000 Penalty: 4653.733398
	Iteration 19Q: 3 clusters Score -1494225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1494231.125000 Penalty: 4653.733398
	Iteration 20F: 3 clusters Score -1494231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1494239.875000 Penalty: 4653.733398
	Iteration 21Q: 3 clusters Score -1494240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1494243.875000 Penalty: 4653.733398
	Iteration 22Q: 3 clusters Score -1494244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1494253.000000 Penalty: 4653.733398
	Iteration 23Q: 3 clusters Score -1494253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1494259.250000 Penalty: 4653.733398
	Iteration 24Q: 3 clusters Score -1494259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1494260.000000 Penalty: 4653.733398
	Iteration 25Q: 3 clusters Score -1494260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1494263.500000 Penalty: 4653.733398
	Iteration 26Q: 3 clusters Score -1494264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1494264.250000 Penalty: 4653.733398
	Iteration 27Q: 3 clusters Score -1494264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1494263.875000 Penalty: 4653.733398
	Iteration 28Q: 3 clusters Score -1494264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1494267.125000 Penalty: 4653.733398
	Iteration 29Q: 3 clusters Score -1494267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1494271.625000 Penalty: 4653.733398
	Iteration 30Q: 3 clusters Score -1494272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1494270.875000 Penalty: 4653.733398
	Iteration 31Q: 3 clusters Score -1494271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1494270.500000 Penalty: 4653.733398
	Iteration 32Q: 3 clusters Score -1494270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1494270.500000 Penalty: 4653.733398
	Iteration 33F: 3 clusters Score -1494270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Entering Unmasked Estep 
Score: -21471356.000000 Penalty: 2987.145264
	Iteration 0F: 2 clusters Score -2.147136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -21363464.000000 Penalty: 5974.290527
	Iteration 0F: 3 clusters Score -2.136346e+07 nChanged 81735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -21412594.000000 Penalty: 5974.290527
	Iteration 1F: 3 clusters Score -2.141259e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -21415016.000000 Penalty: 5974.290527
	Iteration 2Q: 3 clusters Score -2.141502e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -21419374.000000 Penalty: 5974.290527
	Iteration 3F: 3 clusters Score -2.141937e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 119269 members 
Entering Unmasked Estep 
Score: -21427454.000000 Penalty: 5974.290527
	Iteration 4F: 3 clusters Score -2.142745e+07 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -21439992.000000 Penalty: 5974.290527
	Iteration 5F: 3 clusters Score -2.143999e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -21455030.000000 Penalty: 5974.290527
	Iteration 6F: 3 clusters Score -2.145503e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 161248 members 
Entering Unmasked Estep 
Score: -21464318.000000 Penalty: 5974.290527
	Iteration 7F: 3 clusters Score -2.146432e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -21467352.000000 Penalty: 5974.290527
	Iteration 8Q: 3 clusters Score -2.146735e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 168523 members 
Entering Unmasked Estep 
Score: -21468402.000000 Penalty: 5974.290527
	Iteration 9Q: 3 clusters Score -2.14684e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 169044 members 
Entering Unmasked Estep 
Score: -21468756.000000 Penalty: 5974.290527
	Iteration 10Q: 3 clusters Score -2.146876e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -21468986.000000 Penalty: 5974.290527
	Iteration 11Q: 3 clusters Score -2.146899e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -21469144.000000 Penalty: 5974.290527
	Iteration 12Q: 3 clusters Score -2.146914e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 169253 members 
Entering Unmasked Estep 
Score: -21469238.000000 Penalty: 5974.290527
	Iteration 13Q: 3 clusters Score -2.146924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 169244 members 
Entering Unmasked Estep 
Score: -21469294.000000 Penalty: 5974.290527
	Iteration 14Q: 3 clusters Score -2.146929e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -21469318.000000 Penalty: 5974.290527
	Iteration 15Q: 3 clusters Score -2.146932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -21469356.000000 Penalty: 5974.290527
	Iteration 16Q: 3 clusters Score -2.146936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 169219 members 
Entering Unmasked Estep 
Score: -21469368.000000 Penalty: 5974.290527
	Iteration 17Q: 3 clusters Score -2.146937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -21469364.000000 Penalty: 5974.290527
	Iteration 18Q: 3 clusters Score -2.146936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 169195 members 
Entering Unmasked Estep 
Score: -21469380.000000 Penalty: 5974.290527
	Iteration 19Q: 3 clusters Score -2.146938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -21469396.000000 Penalty: 5974.290527
	Iteration 20F: 3 clusters Score -2.14694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -21469390.000000 Penalty: 5974.290527
	Iteration 21Q: 3 clusters Score -2.146939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -21469396.000000 Penalty: 5974.290527
	Iteration 22Q: 3 clusters Score -2.14694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -21469406.000000 Penalty: 5974.290527
	Iteration 23Q: 3 clusters Score -2.146941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -21469408.000000 Penalty: 5974.290527
	Iteration 24Q: 3 clusters Score -2.146941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -21469430.000000 Penalty: 5974.290527
	Iteration 25Q: 3 clusters Score -2.146943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -21469448.000000 Penalty: 5974.290527
	Iteration 26Q: 3 clusters Score -2.146945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -21469442.000000 Penalty: 5974.290527
	Iteration 27Q: 3 clusters Score -2.146944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 169161 members 
Entering Unmasked Estep 
Score: -21469442.000000 Penalty: 5974.290527
	Iteration 28Q: 3 clusters Score -2.146944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 169161 members 
Entering Unmasked Estep 
Score: -21469436.000000 Penalty: 5974.290527
	Iteration 29Q: 3 clusters Score -2.146944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -21469454.000000 Penalty: 5974.290527
	Iteration 30Q: 3 clusters Score -2.146945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -21469436.000000 Penalty: 5974.290527
	Iteration 31Q: 3 clusters Score -2.146944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -21469436.000000 Penalty: 5974.290527
	Iteration 32F: 3 clusters Score -2.146944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100000.937500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100000.9 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 418 members 
Entering Unmasked Estep 
Score: -98194.484375 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -98194.48 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98523.867188 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -98523.87 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98715.234375 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -98715.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98831.195312 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -98831.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98962.195312 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -98962.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99120.671875 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -99120.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99250.835938 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -99250.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99326.484375 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -99326.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -99377.750000 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -99377.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -99414.906250 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -99414.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -99430.242188 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -99430.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99449.937500 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -99449.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99457.078125 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -99457.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99468.312500 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -99468.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99471.210938 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -99471.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99475.015625 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -99475.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -99477.140625 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -99477.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -99477.140625 Penalty: 3342.123535
	Iteration 17F: 3 clusters Score -99477.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -205780.828125 Penalty: 1838.215820
	Iteration 0F: 2 clusters Score -205780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -203352.781250 Penalty: 3676.431641
	Iteration 0F: 3 clusters Score -203352.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -203741.625000 Penalty: 3676.431641
	Iteration 1F: 3 clusters Score -203741.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203860.093750 Penalty: 3676.431641
	Iteration 2F: 3 clusters Score -203860.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203924.812500 Penalty: 3676.431641
	Iteration 3Q: 3 clusters Score -203924.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203977.140625 Penalty: 3676.431641
	Iteration 4Q: 3 clusters Score -203977.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -204014.781250 Penalty: 3676.431641
	Iteration 5Q: 3 clusters Score -204014.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -204038.359375 Penalty: 3676.431641
	Iteration 6Q: 3 clusters Score -204038.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -204047.343750 Penalty: 3676.431641
	Iteration 7Q: 3 clusters Score -204047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204052.171875 Penalty: 3676.431641
	Iteration 8Q: 3 clusters Score -204052.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204056.406250 Penalty: 3676.431641
	Iteration 9Q: 3 clusters Score -204056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204057.750000 Penalty: 3676.431641
	Iteration 10Q: 3 clusters Score -204057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204057.750000 Penalty: 3676.431641
	Iteration 11F: 3 clusters Score -204057.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (151577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Entering Unmasked Estep 
Score: -19064026.000000 Penalty: 2958.354492
	Iteration 0F: 2 clusters Score -1.906403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -18963952.000000 Penalty: 5916.708984
	Iteration 0F: 3 clusters Score -1.896395e+07 nChanged 72408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -19008062.000000 Penalty: 5916.708984
	Iteration 1F: 3 clusters Score -1.900806e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -19010954.000000 Penalty: 5916.708984
	Iteration 2Q: 3 clusters Score -1.901095e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -19014530.000000 Penalty: 5916.708984
	Iteration 3F: 3 clusters Score -1.901453e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -19018554.000000 Penalty: 5916.708984
	Iteration 4F: 3 clusters Score -1.901855e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -19022896.000000 Penalty: 5916.708984
	Iteration 5F: 3 clusters Score -1.90229e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -19027580.000000 Penalty: 5916.708984
	Iteration 6F: 3 clusters Score -1.902758e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 93160 members 
Entering Unmasked Estep 
Score: -19032334.000000 Penalty: 5916.708984
	Iteration 7F: 3 clusters Score -1.903233e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -19036850.000000 Penalty: 5916.708984
	Iteration 8F: 3 clusters Score -1.903685e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -19040564.000000 Penalty: 5916.708984
	Iteration 9Q: 3 clusters Score -1.904056e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -19042780.000000 Penalty: 5916.708984
	Iteration 10Q: 3 clusters Score -1.904278e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -19044232.000000 Penalty: 5916.708984
	Iteration 11Q: 3 clusters Score -1.904423e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -19045136.000000 Penalty: 5916.708984
	Iteration 12Q: 3 clusters Score -1.904514e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -19045968.000000 Penalty: 5916.708984
	Iteration 13Q: 3 clusters Score -1.904597e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -19046978.000000 Penalty: 5916.708984
	Iteration 14Q: 3 clusters Score -1.904698e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 116839 members 
Entering Unmasked Estep 
Score: -19048008.000000 Penalty: 5916.708984
	Iteration 15Q: 3 clusters Score -1.904801e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -19049096.000000 Penalty: 5916.708984
	Iteration 16Q: 3 clusters Score -1.90491e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -19050400.000000 Penalty: 5916.708984
	Iteration 17Q: 3 clusters Score -1.90504e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -19051810.000000 Penalty: 5916.708984
	Iteration 18Q: 3 clusters Score -1.905181e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -19053380.000000 Penalty: 5916.708984
	Iteration 19Q: 3 clusters Score -1.905338e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 132274 members 
Entering Unmasked Estep 
Score: -19055196.000000 Penalty: 5916.708984
	Iteration 20F: 3 clusters Score -1.90552e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 135174 members 
Entering Unmasked Estep 
Score: -19057024.000000 Penalty: 5916.708984
	Iteration 21Q: 3 clusters Score -1.905702e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -19058670.000000 Penalty: 5916.708984
	Iteration 22Q: 3 clusters Score -1.905867e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -19060130.000000 Penalty: 5916.708984
	Iteration 23Q: 3 clusters Score -1.906013e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -19061362.000000 Penalty: 5916.708984
	Iteration 24Q: 3 clusters Score -1.906136e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -19062168.000000 Penalty: 5916.708984
	Iteration 25Q: 3 clusters Score -1.906217e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -19062764.000000 Penalty: 5916.708984
	Iteration 26Q: 3 clusters Score -1.906276e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -19063134.000000 Penalty: 5916.708984
	Iteration 27Q: 3 clusters Score -1.906313e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -19063394.000000 Penalty: 5916.708984
	Iteration 28Q: 3 clusters Score -1.906339e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 145662 members 
Entering Unmasked Estep 
Score: -19063550.000000 Penalty: 5916.708984
	Iteration 29Q: 3 clusters Score -1.906355e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -19063648.000000 Penalty: 5916.708984
	Iteration 30Q: 3 clusters Score -1.906365e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -19063640.000000 Penalty: 5916.708984
	Iteration 31Q: 3 clusters Score -1.906364e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 146465 members 
Entering Unmasked Estep 
Score: -19063696.000000 Penalty: 5916.708984
	Iteration 32Q: 3 clusters Score -1.90637e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 146620 members 
Entering Unmasked Estep 
Score: -19063704.000000 Penalty: 5916.708984
	Iteration 33Q: 3 clusters Score -1.90637e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 146756 members 
Entering Unmasked Estep 
Score: -19063738.000000 Penalty: 5916.708984
	Iteration 34Q: 3 clusters Score -1.906374e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 146867 members 
Entering Unmasked Estep 
Score: -19063776.000000 Penalty: 5916.708984
	Iteration 35Q: 3 clusters Score -1.906378e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 146969 members 
Entering Unmasked Estep 
Score: -19063766.000000 Penalty: 5916.708984
	Iteration 36Q: 3 clusters Score -1.906377e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -19063758.000000 Penalty: 5916.708984
	Iteration 37Q: 3 clusters Score -1.906376e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 147102 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 38Q: 3 clusters Score -1.906378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -19063794.000000 Penalty: 5916.708984
	Iteration 39Q: 3 clusters Score -1.906379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 40F: 3 clusters Score -1.906379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -19063782.000000 Penalty: 5916.708984
	Iteration 41Q: 3 clusters Score -1.906378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 42Q: 3 clusters Score -1.906378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -19063792.000000 Penalty: 5916.708984
	Iteration 43Q: 3 clusters Score -1.906379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -19063812.000000 Penalty: 5916.708984
	Iteration 44Q: 3 clusters Score -1.906381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -19063792.000000 Penalty: 5916.708984
	Iteration 45Q: 3 clusters Score -1.906379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 147322 members 
Entering Unmasked Estep 
Score: -19063792.000000 Penalty: 5916.708984
	Iteration 46Q: 3 clusters Score -1.906379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -19063806.000000 Penalty: 5916.708984
	Iteration 47Q: 3 clusters Score -1.906381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -19063786.000000 Penalty: 5916.708984
	Iteration 48Q: 3 clusters Score -1.906379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -19063806.000000 Penalty: 5916.708984
	Iteration 49Q: 3 clusters Score -1.906381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 147359 members 
Entering Unmasked Estep 
Score: -19063804.000000 Penalty: 5916.708984
	Iteration 50Q: 3 clusters Score -1.90638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 147366 members 
Entering Unmasked Estep 
Score: -19063798.000000 Penalty: 5916.708984
	Iteration 51Q: 3 clusters Score -1.90638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -19063788.000000 Penalty: 5916.708984
	Iteration 52Q: 3 clusters Score -1.906379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 53Q: 3 clusters Score -1.906379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 147386 members 
Entering Unmasked Estep 
Score: -19063786.000000 Penalty: 5916.708984
	Iteration 54Q: 3 clusters Score -1.906379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -19063808.000000 Penalty: 5916.708984
	Iteration 55Q: 3 clusters Score -1.906381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -19063798.000000 Penalty: 5916.708984
	Iteration 56Q: 3 clusters Score -1.90638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -19063772.000000 Penalty: 5916.708984
	Iteration 57Q: 3 clusters Score -1.906377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -19063804.000000 Penalty: 5916.708984
	Iteration 58Q: 3 clusters Score -1.90638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -19063798.000000 Penalty: 5916.708984
	Iteration 59Q: 3 clusters Score -1.90638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -19063782.000000 Penalty: 5916.708984
	Iteration 60F: 3 clusters Score -1.906378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -19063786.000000 Penalty: 5916.708984
	Iteration 61Q: 3 clusters Score -1.906379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -19063784.000000 Penalty: 5916.708984
	Iteration 62Q: 3 clusters Score -1.906378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -19063792.000000 Penalty: 5916.708984
	Iteration 63Q: 3 clusters Score -1.906379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -19063788.000000 Penalty: 5916.708984
	Iteration 64Q: 3 clusters Score -1.906379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -19063780.000000 Penalty: 5916.708984
	Iteration 65Q: 3 clusters Score -1.906378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 147498 members 
Entering Unmasked Estep 
Score: -19063782.000000 Penalty: 5916.708984
	Iteration 66Q: 3 clusters Score -1.906378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 147506 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 67Q: 3 clusters Score -1.906379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 147510 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 68Q: 3 clusters Score -1.906378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -19063774.000000 Penalty: 5916.708984
	Iteration 69Q: 3 clusters Score -1.906377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -19063786.000000 Penalty: 5916.708984
	Iteration 70Q: 3 clusters Score -1.906379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -19063782.000000 Penalty: 5916.708984
	Iteration 71Q: 3 clusters Score -1.906378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 147536 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 72Q: 3 clusters Score -1.906378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 147545 members 
Entering Unmasked Estep 
Score: -19063780.000000 Penalty: 5916.708984
	Iteration 73Q: 3 clusters Score -1.906378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 147551 members 
Entering Unmasked Estep 
Score: -19063774.000000 Penalty: 5916.708984
	Iteration 74Q: 3 clusters Score -1.906377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 75Q: 3 clusters Score -1.906378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 147557 members 
Entering Unmasked Estep 
Score: -19063776.000000 Penalty: 5916.708984
	Iteration 76Q: 3 clusters Score -1.906378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 77Q: 3 clusters Score -1.906378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 78Q: 3 clusters Score -1.906378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 79Q: 3 clusters Score -1.906379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 80F: 3 clusters Score -1.906379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 81Q: 3 clusters Score -1.906379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -19063782.000000 Penalty: 5916.708984
	Iteration 82Q: 3 clusters Score -1.906378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 147592 members 
Entering Unmasked Estep 
Score: -19063788.000000 Penalty: 5916.708984
	Iteration 83Q: 3 clusters Score -1.906379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 84Q: 3 clusters Score -1.906379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -19063792.000000 Penalty: 5916.708984
	Iteration 85Q: 3 clusters Score -1.906379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 86Q: 3 clusters Score -1.906379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -19063788.000000 Penalty: 5916.708984
	Iteration 87Q: 3 clusters Score -1.906379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 147608 members 
Entering Unmasked Estep 
Score: -19063786.000000 Penalty: 5916.708984
	Iteration 88Q: 3 clusters Score -1.906379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 147610 members 
Entering Unmasked Estep 
Score: -19063778.000000 Penalty: 5916.708984
	Iteration 89Q: 3 clusters Score -1.906378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 147612 members 
Entering Unmasked Estep 
Score: -19063780.000000 Penalty: 5916.708984
	Iteration 90Q: 3 clusters Score -1.906378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -19063780.000000 Penalty: 5916.708984
	Iteration 91Q: 3 clusters Score -1.906378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -19063784.000000 Penalty: 5916.708984
	Iteration 92Q: 3 clusters Score -1.906378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 93Q: 3 clusters Score -1.906379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -19063790.000000 Penalty: 5916.708984
	Iteration 94F: 3 clusters Score -1.906379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Entering Unmasked Estep 
Score: -21634104.000000 Penalty: 2990.529541
	Iteration 0F: 2 clusters Score -2.16341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -21520948.000000 Penalty: 5981.059082
	Iteration 0F: 3 clusters Score -2.152095e+07 nChanged 83082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -21569034.000000 Penalty: 5981.059082
	Iteration 1F: 3 clusters Score -2.156903e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -21569682.000000 Penalty: 5981.059082
	Iteration 2Q: 3 clusters Score -2.156968e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -21570244.000000 Penalty: 5981.059082
	Iteration 3Q: 3 clusters Score -2.157024e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -21571394.000000 Penalty: 5981.059082
	Iteration 4Q: 3 clusters Score -2.157139e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -21573050.000000 Penalty: 5981.059082
	Iteration 5Q: 3 clusters Score -2.157305e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -21576334.000000 Penalty: 5981.059082
	Iteration 6Q: 3 clusters Score -2.157633e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -21582460.000000 Penalty: 5981.059082
	Iteration 7F: 3 clusters Score -2.158246e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -21593300.000000 Penalty: 5981.059082
	Iteration 8F: 3 clusters Score -2.15933e+07 nChanged 15616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -21607836.000000 Penalty: 5981.059082
	Iteration 9F: 3 clusters Score -2.160784e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -21620818.000000 Penalty: 5981.059082
	Iteration 10F: 3 clusters Score -2.162082e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -21627332.000000 Penalty: 5981.059082
	Iteration 11Q: 3 clusters Score -2.162733e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 170512 members 
Entering Unmasked Estep 
Score: -21629902.000000 Penalty: 5981.059082
	Iteration 12Q: 3 clusters Score -2.16299e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -21630814.000000 Penalty: 5981.059082
	Iteration 13Q: 3 clusters Score -2.163081e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -21631062.000000 Penalty: 5981.059082
	Iteration 14Q: 3 clusters Score -2.163106e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -21631198.000000 Penalty: 5981.059082
	Iteration 15Q: 3 clusters Score -2.16312e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 172184 members 
Entering Unmasked Estep 
Score: -21631240.000000 Penalty: 5981.059082
	Iteration 16Q: 3 clusters Score -2.163124e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 172214 members 
Entering Unmasked Estep 
Score: -21631318.000000 Penalty: 5981.059082
	Iteration 17Q: 3 clusters Score -2.163132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 172239 members 
Entering Unmasked Estep 
Score: -21631352.000000 Penalty: 5981.059082
	Iteration 18Q: 3 clusters Score -2.163135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -21631386.000000 Penalty: 5981.059082
	Iteration 19Q: 3 clusters Score -2.163139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 172264 members 
Entering Unmasked Estep 
Score: -21631406.000000 Penalty: 5981.059082
	Iteration 20F: 3 clusters Score -2.163141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -21631418.000000 Penalty: 5981.059082
	Iteration 21Q: 3 clusters Score -2.163142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 172277 members 
Entering Unmasked Estep 
Score: -21631416.000000 Penalty: 5981.059082
	Iteration 22Q: 3 clusters Score -2.163142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -21631420.000000 Penalty: 5981.059082
	Iteration 23Q: 3 clusters Score -2.163142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172280 members 
Entering Unmasked Estep 
Score: -21631418.000000 Penalty: 5981.059082
	Iteration 24Q: 3 clusters Score -2.163142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172280 members 
Entering Unmasked Estep 
Score: -21631418.000000 Penalty: 5981.059082
	Iteration 25F: 3 clusters Score -2.163142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72124.414062 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72124.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72315.656250 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72315.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72373.984375 Penalty: 3180.261963
	Iteration 2Q: 3 clusters Score -72373.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72422.117188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72422.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72441.593750 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72441.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72461.437500 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72461.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72472.515625 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72472.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72478.046875 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72478.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72480.242188 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72480.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72480.242188 Penalty: 3180.261963
	Iteration 9F: 3 clusters Score -72480.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Entering Unmasked Estep 
Score: -10297572.000000 Penalty: 2812.832275
	Iteration 0F: 2 clusters Score -1.029757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -10241001.000000 Penalty: 5625.664551
	Iteration 0F: 3 clusters Score -1.0241e+07 nChanged 39758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -10263484.000000 Penalty: 5625.664551
	Iteration 1F: 3 clusters Score -1.026348e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -10264105.000000 Penalty: 5625.664551
	Iteration 2Q: 3 clusters Score -1.02641e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -10264792.000000 Penalty: 5625.664551
	Iteration 3Q: 3 clusters Score -1.026479e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -10265739.000000 Penalty: 5625.664551
	Iteration 4Q: 3 clusters Score -1.026574e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -10267040.000000 Penalty: 5625.664551
	Iteration 5Q: 3 clusters Score -1.026704e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -10268925.000000 Penalty: 5625.664551
	Iteration 6Q: 3 clusters Score -1.026892e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -10271774.000000 Penalty: 5625.664551
	Iteration 7Q: 3 clusters Score -1.027177e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -10275980.000000 Penalty: 5625.664551
	Iteration 8F: 3 clusters Score -1.027598e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -10280708.000000 Penalty: 5625.664551
	Iteration 9F: 3 clusters Score -1.028071e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -10284979.000000 Penalty: 5625.664551
	Iteration 10F: 3 clusters Score -1.028498e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -10288340.000000 Penalty: 5625.664551
	Iteration 11Q: 3 clusters Score -1.028834e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -10290556.000000 Penalty: 5625.664551
	Iteration 12Q: 3 clusters Score -1.029056e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -10292068.000000 Penalty: 5625.664551
	Iteration 13Q: 3 clusters Score -1.029207e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -10292972.000000 Penalty: 5625.664551
	Iteration 14Q: 3 clusters Score -1.029297e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -10293591.000000 Penalty: 5625.664551
	Iteration 15Q: 3 clusters Score -1.029359e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -10294033.000000 Penalty: 5625.664551
	Iteration 16Q: 3 clusters Score -1.029403e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -10294418.000000 Penalty: 5625.664551
	Iteration 17Q: 3 clusters Score -1.029442e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -10294638.000000 Penalty: 5625.664551
	Iteration 18Q: 3 clusters Score -1.029464e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -10294800.000000 Penalty: 5625.664551
	Iteration 19Q: 3 clusters Score -1.02948e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -10294917.000000 Penalty: 5625.664551
	Iteration 20F: 3 clusters Score -1.029492e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -10294990.000000 Penalty: 5625.664551
	Iteration 21Q: 3 clusters Score -1.029499e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -10295080.000000 Penalty: 5625.664551
	Iteration 22Q: 3 clusters Score -1.029508e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -10295156.000000 Penalty: 5625.664551
	Iteration 23Q: 3 clusters Score -1.029516e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -10295228.000000 Penalty: 5625.664551
	Iteration 24Q: 3 clusters Score -1.029523e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -10295247.000000 Penalty: 5625.664551
	Iteration 25Q: 3 clusters Score -1.029525e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -10295298.000000 Penalty: 5625.664551
	Iteration 26Q: 3 clusters Score -1.02953e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -10295318.000000 Penalty: 5625.664551
	Iteration 27Q: 3 clusters Score -1.029532e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -10295355.000000 Penalty: 5625.664551
	Iteration 28Q: 3 clusters Score -1.029536e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -10295360.000000 Penalty: 5625.664551
	Iteration 29Q: 3 clusters Score -1.029536e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -10295389.000000 Penalty: 5625.664551
	Iteration 30Q: 3 clusters Score -1.029539e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -10295414.000000 Penalty: 5625.664551
	Iteration 31Q: 3 clusters Score -1.029541e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -10295414.000000 Penalty: 5625.664551
	Iteration 32Q: 3 clusters Score -1.029541e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -10295419.000000 Penalty: 5625.664551
	Iteration 33Q: 3 clusters Score -1.029542e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10295442.000000 Penalty: 5625.664551
	Iteration 34Q: 3 clusters Score -1.029544e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -10295449.000000 Penalty: 5625.664551
	Iteration 35Q: 3 clusters Score -1.029545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -10295482.000000 Penalty: 5625.664551
	Iteration 36Q: 3 clusters Score -1.029548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -10295505.000000 Penalty: 5625.664551
	Iteration 37Q: 3 clusters Score -1.02955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -10295513.000000 Penalty: 5625.664551
	Iteration 38Q: 3 clusters Score -1.029551e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -10295524.000000 Penalty: 5625.664551
	Iteration 39Q: 3 clusters Score -1.029552e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -10295546.000000 Penalty: 5625.664551
	Iteration 40F: 3 clusters Score -1.029555e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -10295526.000000 Penalty: 5625.664551
	Iteration 41Q: 3 clusters Score -1.029553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -10295542.000000 Penalty: 5625.664551
	Iteration 42Q: 3 clusters Score -1.029554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -10295540.000000 Penalty: 5625.664551
	Iteration 43Q: 3 clusters Score -1.029554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -10295523.000000 Penalty: 5625.664551
	Iteration 44Q: 3 clusters Score -1.029552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -10295536.000000 Penalty: 5625.664551
	Iteration 45Q: 3 clusters Score -1.029554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -10295554.000000 Penalty: 5625.664551
	Iteration 46Q: 3 clusters Score -1.029555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -10295557.000000 Penalty: 5625.664551
	Iteration 47Q: 3 clusters Score -1.029556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -10295567.000000 Penalty: 5625.664551
	Iteration 48Q: 3 clusters Score -1.029557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10295567.000000 Penalty: 5625.664551
	Iteration 49Q: 3 clusters Score -1.029557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -10295571.000000 Penalty: 5625.664551
	Iteration 50Q: 3 clusters Score -1.029557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -10295571.000000 Penalty: 5625.664551
	Iteration 51Q: 3 clusters Score -1.029557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -10295575.000000 Penalty: 5625.664551
	Iteration 52Q: 3 clusters Score -1.029558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10295592.000000 Penalty: 5625.664551
	Iteration 53Q: 3 clusters Score -1.029559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -10295586.000000 Penalty: 5625.664551
	Iteration 54Q: 3 clusters Score -1.029559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -10295573.000000 Penalty: 5625.664551
	Iteration 55Q: 3 clusters Score -1.029557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -10295581.000000 Penalty: 5625.664551
	Iteration 56Q: 3 clusters Score -1.029558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -10295578.000000 Penalty: 5625.664551
	Iteration 57Q: 3 clusters Score -1.029558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -10295583.000000 Penalty: 5625.664551
	Iteration 58Q: 3 clusters Score -1.029558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10295585.000000 Penalty: 5625.664551
	Iteration 59Q: 3 clusters Score -1.029558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10295588.000000 Penalty: 5625.664551
	Iteration 60F: 3 clusters Score -1.029559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -10295595.000000 Penalty: 5625.664551
	Iteration 61Q: 3 clusters Score -1.02956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -10295596.000000 Penalty: 5625.664551
	Iteration 62Q: 3 clusters Score -1.02956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -10295599.000000 Penalty: 5625.664551
	Iteration 63Q: 3 clusters Score -1.02956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -10295598.000000 Penalty: 5625.664551
	Iteration 64Q: 3 clusters Score -1.02956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -10295593.000000 Penalty: 5625.664551
	Iteration 65Q: 3 clusters Score -1.029559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -10295601.000000 Penalty: 5625.664551
	Iteration 66Q: 3 clusters Score -1.02956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -10295599.000000 Penalty: 5625.664551
	Iteration 67Q: 3 clusters Score -1.02956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -10295604.000000 Penalty: 5625.664551
	Iteration 68Q: 3 clusters Score -1.02956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -10295608.000000 Penalty: 5625.664551
	Iteration 69Q: 3 clusters Score -1.029561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -10295608.000000 Penalty: 5625.664551
	Iteration 70Q: 3 clusters Score -1.029561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -10295612.000000 Penalty: 5625.664551
	Iteration 71Q: 3 clusters Score -1.029561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -10295610.000000 Penalty: 5625.664551
	Iteration 72Q: 3 clusters Score -1.029561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -10295610.000000 Penalty: 5625.664551
	Iteration 73Q: 3 clusters Score -1.029561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -10295596.000000 Penalty: 5625.664551
	Iteration 74Q: 3 clusters Score -1.02956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -10295604.000000 Penalty: 5625.664551
	Iteration 75Q: 3 clusters Score -1.02956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -10295613.000000 Penalty: 5625.664551
	Iteration 76Q: 3 clusters Score -1.029561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -10295620.000000 Penalty: 5625.664551
	Iteration 77Q: 3 clusters Score -1.029562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -10295613.000000 Penalty: 5625.664551
	Iteration 78Q: 3 clusters Score -1.029561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 80573 members 
Entering Unmasked Estep 
Score: -10295619.000000 Penalty: 5625.664551
	Iteration 79Q: 3 clusters Score -1.029562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -10295620.000000 Penalty: 5625.664551
	Iteration 80F: 3 clusters Score -1.029562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -10295625.000000 Penalty: 5625.664551
	Iteration 81Q: 3 clusters Score -1.029562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -10295623.000000 Penalty: 5625.664551
	Iteration 82Q: 3 clusters Score -1.029562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -10295622.000000 Penalty: 5625.664551
	Iteration 83Q: 3 clusters Score -1.029562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10295621.000000 Penalty: 5625.664551
	Iteration 84Q: 3 clusters Score -1.029562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -10295633.000000 Penalty: 5625.664551
	Iteration 85Q: 3 clusters Score -1.029563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -10295618.000000 Penalty: 5625.664551
	Iteration 86Q: 3 clusters Score -1.029562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -10295625.000000 Penalty: 5625.664551
	Iteration 87Q: 3 clusters Score -1.029562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10295627.000000 Penalty: 5625.664551
	Iteration 88Q: 3 clusters Score -1.029563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10295632.000000 Penalty: 5625.664551
	Iteration 89Q: 3 clusters Score -1.029563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -10295633.000000 Penalty: 5625.664551
	Iteration 90Q: 3 clusters Score -1.029563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10295633.000000 Penalty: 5625.664551
	Iteration 91Q: 3 clusters Score -1.029563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -10295631.000000 Penalty: 5625.664551
	Iteration 92Q: 3 clusters Score -1.029563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -10295623.000000 Penalty: 5625.664551
	Iteration 93Q: 3 clusters Score -1.029562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -10295628.000000 Penalty: 5625.664551
	Iteration 94Q: 3 clusters Score -1.029563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -10295626.000000 Penalty: 5625.664551
	Iteration 95Q: 3 clusters Score -1.029563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -10295620.000000 Penalty: 5625.664551
	Iteration 96Q: 3 clusters Score -1.029562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -10295616.000000 Penalty: 5625.664551
	Iteration 97Q: 3 clusters Score -1.029562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -10295617.000000 Penalty: 5625.664551
	Iteration 98Q: 3 clusters Score -1.029562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -10295631.000000 Penalty: 5625.664551
	Iteration 99Q: 3 clusters Score -1.029563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -10295627.000000 Penalty: 5625.664551
	Iteration 100F: 3 clusters Score -1.029563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -10295628.000000 Penalty: 5625.664551
	Iteration 101Q: 3 clusters Score -1.029563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -10295634.000000 Penalty: 5625.664551
	Iteration 102Q: 3 clusters Score -1.029563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -10295631.000000 Penalty: 5625.664551
	Iteration 103Q: 3 clusters Score -1.029563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -10295630.000000 Penalty: 5625.664551
	Iteration 104Q: 3 clusters Score -1.029563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -10295626.000000 Penalty: 5625.664551
	Iteration 105Q: 3 clusters Score -1.029563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -10295626.000000 Penalty: 5625.664551
	Iteration 106F: 3 clusters Score -1.029563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17418.546875 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17418.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17478.142578 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17478.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17488.603516 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17503.324219 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17503.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17512.976562 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -17512.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17512.976562 Penalty: 2594.629883
	Iteration 5F: 3 clusters Score -17512.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -134053.828125 Penalty: 1746.703613
	Iteration 0F: 2 clusters Score -134053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132138.000000 Penalty: 3493.407227
	Iteration 0F: 3 clusters Score -132138 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132634.828125 Penalty: 3493.407227
	Iteration 1F: 3 clusters Score -132634.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132947.171875 Penalty: 3493.407227
	Iteration 2F: 3 clusters Score -132947.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133263.500000 Penalty: 3493.407227
	Iteration 3F: 3 clusters Score -133263.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133430.562500 Penalty: 3493.407227
	Iteration 4F: 3 clusters Score -133430.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133505.421875 Penalty: 3493.407227
	Iteration 5Q: 3 clusters Score -133505.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133556.515625 Penalty: 3493.407227
	Iteration 6Q: 3 clusters Score -133556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133582.750000 Penalty: 3493.407227
	Iteration 7Q: 3 clusters Score -133582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133596.609375 Penalty: 3493.407227
	Iteration 8Q: 3 clusters Score -133596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133608.921875 Penalty: 3493.407227
	Iteration 9Q: 3 clusters Score -133608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133615.781250 Penalty: 3493.407227
	Iteration 10Q: 3 clusters Score -133615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133617.343750 Penalty: 3493.407227
	Iteration 11Q: 3 clusters Score -133617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133619.859375 Penalty: 3493.407227
	Iteration 12Q: 3 clusters Score -133619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133619.859375 Penalty: 3493.407227
	Iteration 13F: 3 clusters Score -133619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 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 406 members 
Entering Unmasked Estep 
Score: -84306.085938 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84306.09 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84658.695312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84658.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84800.765625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -84800.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84888.640625 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -84888.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -84976.859375 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -84976.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85037.781250 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -85037.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85099.726562 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85099.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85179.960938 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85179.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85297.320312 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85297.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85435.125000 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85435.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85525.656250 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85525.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -85569.312500 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85569.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85605.039062 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -85605.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85635.031250 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -85635.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85655.976562 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -85655.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85690.453125 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -85690.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85702.789062 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -85702.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85716.992188 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -85716.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85736.539062 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -85736.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85755.210938 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -85755.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85764.367188 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -85764.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85769.609375 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -85769.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -85774.476562 Penalty: 3299.179688
	Iteration 22Q: 3 clusters Score -85774.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85777.226562 Penalty: 3299.179688
	Iteration 23Q: 3 clusters Score -85777.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85777.226562 Penalty: 3299.179688
	Iteration 24F: 3 clusters Score -85777.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -1021852.250000 Penalty: 2245.748779
	Iteration 0F: 2 clusters Score -1021852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1015100.937500 Penalty: 4491.497559
	Iteration 0F: 3 clusters Score -1015101 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1016848.812500 Penalty: 4491.497559
	Iteration 1F: 3 clusters Score -1016849 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1017105.125000 Penalty: 4491.497559
	Iteration 2F: 3 clusters Score -1017105 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1017299.437500 Penalty: 4491.497559
	Iteration 3Q: 3 clusters Score -1017299 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1017467.875000 Penalty: 4491.497559
	Iteration 4Q: 3 clusters Score -1017468 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1017628.312500 Penalty: 4491.497559
	Iteration 5Q: 3 clusters Score -1017628 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1017828.000000 Penalty: 4491.497559
	Iteration 6Q: 3 clusters Score -1017828 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1018024.812500 Penalty: 4491.497559
	Iteration 7Q: 3 clusters Score -1018025 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1018210.687500 Penalty: 4491.497559
	Iteration 8Q: 3 clusters Score -1018211 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1018393.250000 Penalty: 4491.497559
	Iteration 9Q: 3 clusters Score -1018393 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1018566.625000 Penalty: 4491.497559
	Iteration 10Q: 3 clusters Score -1018567 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1018719.812500 Penalty: 4491.497559
	Iteration 11Q: 3 clusters Score -1018720 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1018853.562500 Penalty: 4491.497559
	Iteration 12Q: 3 clusters Score -1018854 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1018962.750000 Penalty: 4491.497559
	Iteration 13Q: 3 clusters Score -1018963 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1019060.625000 Penalty: 4491.497559
	Iteration 14Q: 3 clusters Score -1019061 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1019141.812500 Penalty: 4491.497559
	Iteration 15Q: 3 clusters Score -1019142 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1019209.062500 Penalty: 4491.497559
	Iteration 16Q: 3 clusters Score -1019209 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1019260.062500 Penalty: 4491.497559
	Iteration 17Q: 3 clusters Score -1019260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1019308.562500 Penalty: 4491.497559
	Iteration 18Q: 3 clusters Score -1019309 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1019360.625000 Penalty: 4491.497559
	Iteration 19Q: 3 clusters Score -1019361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1019408.812500 Penalty: 4491.497559
	Iteration 20F: 3 clusters Score -1019409 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1019457.937500 Penalty: 4491.497559
	Iteration 21Q: 3 clusters Score -1019458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1019494.687500 Penalty: 4491.497559
	Iteration 22Q: 3 clusters Score -1019495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1019529.750000 Penalty: 4491.497559
	Iteration 23Q: 3 clusters Score -1019530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1019563.437500 Penalty: 4491.497559
	Iteration 24Q: 3 clusters Score -1019563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1019585.250000 Penalty: 4491.497559
	Iteration 25Q: 3 clusters Score -1019585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1019601.625000 Penalty: 4491.497559
	Iteration 26Q: 3 clusters Score -1019602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1019619.500000 Penalty: 4491.497559
	Iteration 27Q: 3 clusters Score -1019620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1019633.875000 Penalty: 4491.497559
	Iteration 28Q: 3 clusters Score -1019634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1019649.875000 Penalty: 4491.497559
	Iteration 29Q: 3 clusters Score -1019650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1019658.000000 Penalty: 4491.497559
	Iteration 30Q: 3 clusters Score -1019658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1019665.750000 Penalty: 4491.497559
	Iteration 31Q: 3 clusters Score -1019666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1019674.187500 Penalty: 4491.497559
	Iteration 32Q: 3 clusters Score -1019674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1019680.375000 Penalty: 4491.497559
	Iteration 33Q: 3 clusters Score -1019680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1019683.562500 Penalty: 4491.497559
	Iteration 34Q: 3 clusters Score -1019684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1019688.687500 Penalty: 4491.497559
	Iteration 35Q: 3 clusters Score -1019689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1019691.250000 Penalty: 4491.497559
	Iteration 36Q: 3 clusters Score -1019691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1019693.812500 Penalty: 4491.497559
	Iteration 37Q: 3 clusters Score -1019694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1019699.125000 Penalty: 4491.497559
	Iteration 38Q: 3 clusters Score -1019699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1019700.500000 Penalty: 4491.497559
	Iteration 39Q: 3 clusters Score -1019700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1019703.437500 Penalty: 4491.497559
	Iteration 40F: 3 clusters Score -1019703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1019704.187500 Penalty: 4491.497559
	Iteration 41Q: 3 clusters Score -1019704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1019706.625000 Penalty: 4491.497559
	Iteration 42Q: 3 clusters Score -1019707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1019706.625000 Penalty: 4491.497559
	Iteration 43Q: 3 clusters Score -1019707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1019707.625000 Penalty: 4491.497559
	Iteration 44Q: 3 clusters Score -1019708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1019707.312500 Penalty: 4491.497559
	Iteration 45Q: 3 clusters Score -1019707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1019706.937500 Penalty: 4491.497559
	Iteration 46Q: 3 clusters Score -1019707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1019707.250000 Penalty: 4491.497559
	Iteration 47Q: 3 clusters Score -1019707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1019707.750000 Penalty: 4491.497559
	Iteration 48Q: 3 clusters Score -1019708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1019710.375000 Penalty: 4491.497559
	Iteration 49Q: 3 clusters Score -1019710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1019710.562500 Penalty: 4491.497559
	Iteration 50Q: 3 clusters Score -1019711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1019712.375000 Penalty: 4491.497559
	Iteration 51Q: 3 clusters Score -1019712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1019712.312500 Penalty: 4491.497559
	Iteration 52Q: 3 clusters Score -1019712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1019711.937500 Penalty: 4491.497559
	Iteration 53Q: 3 clusters Score -1019712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1019710.875000 Penalty: 4491.497559
	Iteration 54Q: 3 clusters Score -1019711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1019711.812500 Penalty: 4491.497559
	Iteration 55Q: 3 clusters Score -1019712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1019711.812500 Penalty: 4491.497559
	Iteration 56F: 3 clusters Score -1019712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25914.998047 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24733.460938 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24733.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24936.304688 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24936.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25038.849609 Penalty: 2750.407959
	Iteration 2F: 3 clusters Score -25038.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25112.886719 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -25112.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25154.216797 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -25154.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25177.839844 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -25177.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25185.310547 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -25185.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25188.267578 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -25188.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25188.267578 Penalty: 2750.407959
	Iteration 8F: 3 clusters Score -25188.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -97444.695312 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -97444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95575.656250 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -95575.66 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95911.867188 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -95911.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96162.164062 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -96162.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96412.742188 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -96412.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96591.304688 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -96591.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96762.093750 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -96762.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96876.945312 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -96876.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96940.343750 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -96940.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97019.828125 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -97019.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97152.171875 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -97152.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97271.859375 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -97271.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97334.187500 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -97334.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97405.687500 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -97405.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97462.703125 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -97462.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97526.492188 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -97526.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97659.789062 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -97659.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97970.820312 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -97970.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98250.781250 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -98250.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98507.015625 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -98507.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98631.335938 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -98631.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98631.335938 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -98631.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 170236 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 151577 members 
Mstep: Class 6 contains 172575 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84294 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 386 members 
Mstep: Class 15 contains 82692 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 129183 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 9062 members 
Entering Unmasked Estep 
Score: -105755872.000000 Penalty: 77923.179688
Splitting cluster 14 changes total score from -105756200.000000 to -105755872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (82692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Entering Unmasked Estep 
Score: -10420865.000000 Penalty: 2808.073730
	Iteration 0F: 2 clusters Score -1.042086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -10365656.000000 Penalty: 5616.147461
	Iteration 0F: 3 clusters Score -1.036566e+07 nChanged 38969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -10387941.000000 Penalty: 5616.147461
	Iteration 1F: 3 clusters Score -1.038794e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -10388931.000000 Penalty: 5616.147461
	Iteration 2Q: 3 clusters Score -1.038893e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -10390489.000000 Penalty: 5616.147461
	Iteration 3Q: 3 clusters Score -1.039049e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -10392705.000000 Penalty: 5616.147461
	Iteration 4Q: 3 clusters Score -1.03927e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -10395905.000000 Penalty: 5616.147461
	Iteration 5F: 3 clusters Score -1.03959e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -10400086.000000 Penalty: 5616.147461
	Iteration 6F: 3 clusters Score -1.040009e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -10404893.000000 Penalty: 5616.147461
	Iteration 7F: 3 clusters Score -1.040489e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -10409274.000000 Penalty: 5616.147461
	Iteration 8F: 3 clusters Score -1.040927e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -10412762.000000 Penalty: 5616.147461
	Iteration 9Q: 3 clusters Score -1.041276e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -10414877.000000 Penalty: 5616.147461
	Iteration 10Q: 3 clusters Score -1.041488e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -10416249.000000 Penalty: 5616.147461
	Iteration 11Q: 3 clusters Score -1.041625e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -10417094.000000 Penalty: 5616.147461
	Iteration 12Q: 3 clusters Score -1.041709e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10417594.000000 Penalty: 5616.147461
	Iteration 13Q: 3 clusters Score -1.041759e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10417897.000000 Penalty: 5616.147461
	Iteration 14Q: 3 clusters Score -1.04179e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10418138.000000 Penalty: 5616.147461
	Iteration 15Q: 3 clusters Score -1.041814e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10418255.000000 Penalty: 5616.147461
	Iteration 16Q: 3 clusters Score -1.041826e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10418333.000000 Penalty: 5616.147461
	Iteration 17Q: 3 clusters Score -1.041833e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10418376.000000 Penalty: 5616.147461
	Iteration 18Q: 3 clusters Score -1.041838e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10418430.000000 Penalty: 5616.147461
	Iteration 19Q: 3 clusters Score -1.041843e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10418456.000000 Penalty: 5616.147461
	Iteration 20F: 3 clusters Score -1.041846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10418454.000000 Penalty: 5616.147461
	Iteration 21Q: 3 clusters Score -1.041845e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10418483.000000 Penalty: 5616.147461
	Iteration 22Q: 3 clusters Score -1.041848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10418511.000000 Penalty: 5616.147461
	Iteration 23Q: 3 clusters Score -1.041851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10418514.000000 Penalty: 5616.147461
	Iteration 24Q: 3 clusters Score -1.041851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10418513.000000 Penalty: 5616.147461
	Iteration 25Q: 3 clusters Score -1.041851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10418545.000000 Penalty: 5616.147461
	Iteration 26Q: 3 clusters Score -1.041854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10418555.000000 Penalty: 5616.147461
	Iteration 27Q: 3 clusters Score -1.041856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10418554.000000 Penalty: 5616.147461
	Iteration 28Q: 3 clusters Score -1.041855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10418547.000000 Penalty: 5616.147461
	Iteration 29Q: 3 clusters Score -1.041855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10418546.000000 Penalty: 5616.147461
	Iteration 30Q: 3 clusters Score -1.041855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10418552.000000 Penalty: 5616.147461
	Iteration 31Q: 3 clusters Score -1.041855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10418555.000000 Penalty: 5616.147461
	Iteration 32Q: 3 clusters Score -1.041856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10418562.000000 Penalty: 5616.147461
	Iteration 33Q: 3 clusters Score -1.041856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10418568.000000 Penalty: 5616.147461
	Iteration 34Q: 3 clusters Score -1.041857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10418578.000000 Penalty: 5616.147461
	Iteration 35Q: 3 clusters Score -1.041858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10418580.000000 Penalty: 5616.147461
	Iteration 36Q: 3 clusters Score -1.041858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10418579.000000 Penalty: 5616.147461
	Iteration 37Q: 3 clusters Score -1.041858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10418587.000000 Penalty: 5616.147461
	Iteration 38Q: 3 clusters Score -1.041859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10418595.000000 Penalty: 5616.147461
	Iteration 39Q: 3 clusters Score -1.04186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10418589.000000 Penalty: 5616.147461
	Iteration 40F: 3 clusters Score -1.041859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10418604.000000 Penalty: 5616.147461
	Iteration 41Q: 3 clusters Score -1.04186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10418603.000000 Penalty: 5616.147461
	Iteration 42Q: 3 clusters Score -1.04186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10418601.000000 Penalty: 5616.147461
	Iteration 43Q: 3 clusters Score -1.04186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10418611.000000 Penalty: 5616.147461
	Iteration 44Q: 3 clusters Score -1.041861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10418604.000000 Penalty: 5616.147461
	Iteration 45Q: 3 clusters Score -1.04186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10418613.000000 Penalty: 5616.147461
	Iteration 46Q: 3 clusters Score -1.041861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10418608.000000 Penalty: 5616.147461
	Iteration 47Q: 3 clusters Score -1.041861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10418608.000000 Penalty: 5616.147461
	Iteration 48F: 3 clusters Score -1.041861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Entering Unmasked Estep 
Score: -1199387.000000 Penalty: 2268.819336
	Iteration 0F: 2 clusters Score -1199387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1192176.500000 Penalty: 4537.638672
	Iteration 0F: 3 clusters Score -1192176 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1194314.625000 Penalty: 4537.638672
	Iteration 1F: 3 clusters Score -1194315 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1194655.125000 Penalty: 4537.638672
	Iteration 2F: 3 clusters Score -1194655 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1194885.500000 Penalty: 4537.638672
	Iteration 3Q: 3 clusters Score -1194886 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1195103.375000 Penalty: 4537.638672
	Iteration 4Q: 3 clusters Score -1195103 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1195347.125000 Penalty: 4537.638672
	Iteration 5Q: 3 clusters Score -1195347 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1195560.250000 Penalty: 4537.638672
	Iteration 6Q: 3 clusters Score -1195560 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1195754.625000 Penalty: 4537.638672
	Iteration 7Q: 3 clusters Score -1195755 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1195975.125000 Penalty: 4537.638672
	Iteration 8Q: 3 clusters Score -1195975 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1196186.500000 Penalty: 4537.638672
	Iteration 9Q: 3 clusters Score -1196186 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1196421.500000 Penalty: 4537.638672
	Iteration 10Q: 3 clusters Score -1196422 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1196682.500000 Penalty: 4537.638672
	Iteration 11Q: 3 clusters Score -1196682 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1196944.125000 Penalty: 4537.638672
	Iteration 12Q: 3 clusters Score -1196944 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1197122.750000 Penalty: 4537.638672
	Iteration 13Q: 3 clusters Score -1197123 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1197269.875000 Penalty: 4537.638672
	Iteration 14Q: 3 clusters Score -1197270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1197391.625000 Penalty: 4537.638672
	Iteration 15Q: 3 clusters Score -1197392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1197497.500000 Penalty: 4537.638672
	Iteration 16Q: 3 clusters Score -1197498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1197570.500000 Penalty: 4537.638672
	Iteration 17Q: 3 clusters Score -1197570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1197626.875000 Penalty: 4537.638672
	Iteration 18Q: 3 clusters Score -1197627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1197663.375000 Penalty: 4537.638672
	Iteration 19Q: 3 clusters Score -1197663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1197689.875000 Penalty: 4537.638672
	Iteration 20F: 3 clusters Score -1197690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1197707.500000 Penalty: 4537.638672
	Iteration 21Q: 3 clusters Score -1197708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1197720.000000 Penalty: 4537.638672
	Iteration 22Q: 3 clusters Score -1197720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1197731.000000 Penalty: 4537.638672
	Iteration 23Q: 3 clusters Score -1197731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1197736.875000 Penalty: 4537.638672
	Iteration 24Q: 3 clusters Score -1197737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1197743.750000 Penalty: 4537.638672
	Iteration 25Q: 3 clusters Score -1197744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1197750.125000 Penalty: 4537.638672
	Iteration 26Q: 3 clusters Score -1197750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1197754.500000 Penalty: 4537.638672
	Iteration 27Q: 3 clusters Score -1197754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1197760.250000 Penalty: 4537.638672
	Iteration 28Q: 3 clusters Score -1197760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1197762.500000 Penalty: 4537.638672
	Iteration 29Q: 3 clusters Score -1197762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1197766.375000 Penalty: 4537.638672
	Iteration 30Q: 3 clusters Score -1197766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1197772.375000 Penalty: 4537.638672
	Iteration 31Q: 3 clusters Score -1197772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1197780.500000 Penalty: 4537.638672
	Iteration 32Q: 3 clusters Score -1197780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1197787.500000 Penalty: 4537.638672
	Iteration 33Q: 3 clusters Score -1197788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1197788.875000 Penalty: 4537.638672
	Iteration 34Q: 3 clusters Score -1197789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1197794.875000 Penalty: 4537.638672
	Iteration 35Q: 3 clusters Score -1197795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1197803.750000 Penalty: 4537.638672
	Iteration 36Q: 3 clusters Score -1197804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1197808.000000 Penalty: 4537.638672
	Iteration 37Q: 3 clusters Score -1197808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1197810.750000 Penalty: 4537.638672
	Iteration 38Q: 3 clusters Score -1197811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1197813.500000 Penalty: 4537.638672
	Iteration 39Q: 3 clusters Score -1197814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1197818.625000 Penalty: 4537.638672
	Iteration 40F: 3 clusters Score -1197819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1197820.875000 Penalty: 4537.638672
	Iteration 41Q: 3 clusters Score -1197821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1197822.875000 Penalty: 4537.638672
	Iteration 42Q: 3 clusters Score -1197823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1197824.500000 Penalty: 4537.638672
	Iteration 43Q: 3 clusters Score -1197824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1197824.375000 Penalty: 4537.638672
	Iteration 44Q: 3 clusters Score -1197824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1197826.875000 Penalty: 4537.638672
	Iteration 45Q: 3 clusters Score -1197827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1197828.875000 Penalty: 4537.638672
	Iteration 46Q: 3 clusters Score -1197829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1197832.250000 Penalty: 4537.638672
	Iteration 47Q: 3 clusters Score -1197832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1197830.125000 Penalty: 4537.638672
	Iteration 48Q: 3 clusters Score -1197830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1197828.500000 Penalty: 4537.638672
	Iteration 49Q: 3 clusters Score -1197828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1197830.875000 Penalty: 4537.638672
	Iteration 50Q: 3 clusters Score -1197831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1197831.125000 Penalty: 4537.638672
	Iteration 51Q: 3 clusters Score -1197831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1197831.125000 Penalty: 4537.638672
	Iteration 52F: 3 clusters Score -1197831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -33690.355469 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -33690.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32417.804688 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -32417.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32544.513672 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -32544.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32577.414062 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -32577.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32584.843750 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -32584.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32586.654297 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -32586.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32588.587891 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -32588.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32590.921875 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -32590.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32592.689453 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -32592.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32593.648438 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -32593.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32594.822266 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -32594.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32594.822266 Penalty: 2870.301025
	Iteration 10F: 3 clusters Score -32594.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -29432.595703 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -29432.6 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 157 members 
Entering Unmasked Estep 
Score: -28197.810547 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -28197.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28385.650391 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28385.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28557.683594 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28557.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28756.136719 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -28756.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29191.246094 Penalty: 2832.371582
	Iteration 4F: 3 clusters Score -29191.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29313.779297 Penalty: 2832.371582
	Iteration 5F: 3 clusters Score -29313.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29373.939453 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -29373.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29405.087891 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -29405.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29424.650391 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -29424.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29438.564453 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -29438.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29445.837891 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -29445.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29462.416016 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -29462.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29472.806641 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -29472.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29493.634766 Penalty: 2832.371582
	Iteration 13Q: 3 clusters Score -29493.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29508.587891 Penalty: 2832.371582
	Iteration 14Q: 3 clusters Score -29508.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29538.876953 Penalty: 2832.371582
	Iteration 15Q: 3 clusters Score -29538.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29538.876953 Penalty: 2832.371582
	Iteration 16F: 3 clusters Score -29538.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 170236 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 151577 members 
Mstep: Class 6 contains 172575 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84294 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 82692 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 70 members 
Mstep: Class 20 contains 129183 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 9062 members 
Entering Unmasked Estep 
Score: -105754472.000000 Penalty: 77923.179688
Splitting cluster 19 changes total score from -105756200.000000 to -105754472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (129183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129183 members 
Entering Unmasked Estep 
Score: -16370071.000000 Penalty: 2918.708496
	Iteration 0F: 2 clusters Score -1.637007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -16283499.000000 Penalty: 5837.416992
	Iteration 0F: 3 clusters Score -1.62835e+07 nChanged 61668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -16319059.000000 Penalty: 5837.416992
	Iteration 1F: 3 clusters Score -1.631906e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -16319887.000000 Penalty: 5837.416992
	Iteration 2Q: 3 clusters Score -1.631989e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -16320748.000000 Penalty: 5837.416992
	Iteration 3Q: 3 clusters Score -1.632075e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -16321737.000000 Penalty: 5837.416992
	Iteration 4Q: 3 clusters Score -1.632174e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -16323315.000000 Penalty: 5837.416992
	Iteration 5Q: 3 clusters Score -1.632332e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -16325639.000000 Penalty: 5837.416992
	Iteration 6Q: 3 clusters Score -1.632564e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -16329908.000000 Penalty: 5837.416992
	Iteration 7F: 3 clusters Score -1.632991e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -16336887.000000 Penalty: 5837.416992
	Iteration 8F: 3 clusters Score -1.633689e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -16346395.000000 Penalty: 5837.416992
	Iteration 9F: 3 clusters Score -1.63464e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -16355795.000000 Penalty: 5837.416992
	Iteration 10F: 3 clusters Score -1.63558e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -16361988.000000 Penalty: 5837.416992
	Iteration 11Q: 3 clusters Score -1.636199e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -16365220.000000 Penalty: 5837.416992
	Iteration 12Q: 3 clusters Score -1.636522e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -16366577.000000 Penalty: 5837.416992
	Iteration 13Q: 3 clusters Score -1.636658e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16367126.000000 Penalty: 5837.416992
	Iteration 14Q: 3 clusters Score -1.636713e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16367392.000000 Penalty: 5837.416992
	Iteration 15Q: 3 clusters Score -1.636739e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128182 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16367507.000000 Penalty: 5837.416992
	Iteration 16Q: 3 clusters Score -1.636751e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128256 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16367555.000000 Penalty: 5837.416992
	Iteration 17Q: 3 clusters Score -1.636756e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16367573.000000 Penalty: 5837.416992
	Iteration 18Q: 3 clusters Score -1.636757e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16367612.000000 Penalty: 5837.416992
	Iteration 19Q: 3 clusters Score -1.636761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -16367651.000000 Penalty: 5837.416992
	Iteration 20F: 3 clusters Score -1.636765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16367669.000000 Penalty: 5837.416992
	Iteration 21Q: 3 clusters Score -1.636767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16367718.000000 Penalty: 5837.416992
	Iteration 22Q: 3 clusters Score -1.636772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16367717.000000 Penalty: 5837.416992
	Iteration 23Q: 3 clusters Score -1.636772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128506 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16367713.000000 Penalty: 5837.416992
	Iteration 24Q: 3 clusters Score -1.636771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16367722.000000 Penalty: 5837.416992
	Iteration 25Q: 3 clusters Score -1.636772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16367749.000000 Penalty: 5837.416992
	Iteration 26Q: 3 clusters Score -1.636775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128534 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -16367745.000000 Penalty: 5837.416992
	Iteration 27Q: 3 clusters Score -1.636774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -16367739.000000 Penalty: 5837.416992
	Iteration 28Q: 3 clusters Score -1.636774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16367754.000000 Penalty: 5837.416992
	Iteration 29Q: 3 clusters Score -1.636775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16367760.000000 Penalty: 5837.416992
	Iteration 30Q: 3 clusters Score -1.636776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -16367771.000000 Penalty: 5837.416992
	Iteration 31Q: 3 clusters Score -1.636777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16367777.000000 Penalty: 5837.416992
	Iteration 32Q: 3 clusters Score -1.636778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128565 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16367776.000000 Penalty: 5837.416992
	Iteration 33Q: 3 clusters Score -1.636778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128569 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16367779.000000 Penalty: 5837.416992
	Iteration 34Q: 3 clusters Score -1.636778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128573 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -16367768.000000 Penalty: 5837.416992
	Iteration 35Q: 3 clusters Score -1.636777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -16367760.000000 Penalty: 5837.416992
	Iteration 36Q: 3 clusters Score -1.636776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -16367758.000000 Penalty: 5837.416992
	Iteration 37Q: 3 clusters Score -1.636776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16367756.000000 Penalty: 5837.416992
	Iteration 38Q: 3 clusters Score -1.636776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16367756.000000 Penalty: 5837.416992
	Iteration 39F: 3 clusters Score -1.636776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -203481.500000 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -203481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201099.671875 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -201099.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -201703.312500 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -201703.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201895.437500 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -201895.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -202009.562500 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -202009.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202106.640625 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -202106.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -202170.593750 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -202170.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202210.968750 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -202211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -202262.218750 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -202262.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -202328.843750 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -202328.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -202398.578125 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -202398.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -202445.796875 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -202445.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -202473.015625 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -202473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -202499.546875 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -202499.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -202528.000000 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -202528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -202563.609375 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -202563.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -202625.468750 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -202625.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202691.437500 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -202691.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -202725.000000 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -202725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -202749.015625 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -202749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -202764.093750 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -202764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -202778.515625 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -202778.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -202793.125000 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -202793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -202803.906250 Penalty: 3708.611084
	Iteration 22Q: 3 clusters Score -202803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -202815.046875 Penalty: 3708.611084
	Iteration 23Q: 3 clusters Score -202815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -202822.937500 Penalty: 3708.611084
	Iteration 24Q: 3 clusters Score -202822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -202825.625000 Penalty: 3708.611084
	Iteration 25Q: 3 clusters Score -202825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -202828.218750 Penalty: 3708.611084
	Iteration 26Q: 3 clusters Score -202828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -202829.515625 Penalty: 3708.611084
	Iteration 27Q: 3 clusters Score -202829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -202831.859375 Penalty: 3708.611084
	Iteration 28Q: 3 clusters Score -202831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -202834.546875 Penalty: 3708.611084
	Iteration 29Q: 3 clusters Score -202834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -202838.562500 Penalty: 3708.611084
	Iteration 30Q: 3 clusters Score -202838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -202843.718750 Penalty: 3708.611084
	Iteration 31Q: 3 clusters Score -202843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -202847.921875 Penalty: 3708.611084
	Iteration 32Q: 3 clusters Score -202847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -202850.156250 Penalty: 3708.611084
	Iteration 33Q: 3 clusters Score -202850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -202850.531250 Penalty: 3708.611084
	Iteration 34Q: 3 clusters Score -202850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -202850.968750 Penalty: 3708.611084
	Iteration 35Q: 3 clusters Score -202851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -202851.546875 Penalty: 3708.611084
	Iteration 36Q: 3 clusters Score -202851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -202851.546875 Penalty: 3708.611084
	Iteration 37F: 3 clusters Score -202851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Entering Unmasked Estep 
Score: -2382138.000000 Penalty: 2439.635742
	Iteration 0F: 2 clusters Score -2382138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2368873.750000 Penalty: 4879.271484
	Iteration 0F: 3 clusters Score -2368874 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2373259.000000 Penalty: 4879.271484
	Iteration 1F: 3 clusters Score -2373259 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2373623.750000 Penalty: 4879.271484
	Iteration 2F: 3 clusters Score -2373624 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2373893.250000 Penalty: 4879.271484
	Iteration 3Q: 3 clusters Score -2373893 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2374137.750000 Penalty: 4879.271484
	Iteration 4Q: 3 clusters Score -2374138 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2374359.750000 Penalty: 4879.271484
	Iteration 5Q: 3 clusters Score -2374360 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2374609.250000 Penalty: 4879.271484
	Iteration 6Q: 3 clusters Score -2374609 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2374919.750000 Penalty: 4879.271484
	Iteration 7Q: 3 clusters Score -2374920 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2375332.500000 Penalty: 4879.271484
	Iteration 8Q: 3 clusters Score -2375332 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2375782.500000 Penalty: 4879.271484
	Iteration 9Q: 3 clusters Score -2375782 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2376326.250000 Penalty: 4879.271484
	Iteration 10Q: 3 clusters Score -2376326 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2377000.500000 Penalty: 4879.271484
	Iteration 11F: 3 clusters Score -2377000 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2377741.500000 Penalty: 4879.271484
	Iteration 12F: 3 clusters Score -2377742 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2378456.750000 Penalty: 4879.271484
	Iteration 13Q: 3 clusters Score -2378457 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2379061.250000 Penalty: 4879.271484
	Iteration 14Q: 3 clusters Score -2379061 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2379431.500000 Penalty: 4879.271484
	Iteration 15Q: 3 clusters Score -2379432 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2379654.750000 Penalty: 4879.271484
	Iteration 16Q: 3 clusters Score -2379655 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2379782.250000 Penalty: 4879.271484
	Iteration 17Q: 3 clusters Score -2379782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2379855.500000 Penalty: 4879.271484
	Iteration 18Q: 3 clusters Score -2379856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2379902.250000 Penalty: 4879.271484
	Iteration 19Q: 3 clusters Score -2379902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2379914.250000 Penalty: 4879.271484
	Iteration 20F: 3 clusters Score -2379914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2379924.250000 Penalty: 4879.271484
	Iteration 21Q: 3 clusters Score -2379924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2379939.000000 Penalty: 4879.271484
	Iteration 22Q: 3 clusters Score -2379939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2379945.000000 Penalty: 4879.271484
	Iteration 23Q: 3 clusters Score -2379945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2379955.750000 Penalty: 4879.271484
	Iteration 24Q: 3 clusters Score -2379956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2379964.250000 Penalty: 4879.271484
	Iteration 25Q: 3 clusters Score -2379964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2379977.250000 Penalty: 4879.271484
	Iteration 26Q: 3 clusters Score -2379977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2379981.000000 Penalty: 4879.271484
	Iteration 27Q: 3 clusters Score -2379981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2379985.750000 Penalty: 4879.271484
	Iteration 28Q: 3 clusters Score -2379986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2379986.500000 Penalty: 4879.271484
	Iteration 29Q: 3 clusters Score -2379986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2379987.750000 Penalty: 4879.271484
	Iteration 30Q: 3 clusters Score -2379988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2379989.000000 Penalty: 4879.271484
	Iteration 31Q: 3 clusters Score -2379989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2379989.250000 Penalty: 4879.271484
	Iteration 32Q: 3 clusters Score -2379989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2379989.250000 Penalty: 4879.271484
	Iteration 33Q: 3 clusters Score -2379989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2379987.750000 Penalty: 4879.271484
	Iteration 34Q: 3 clusters Score -2379988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2379987.750000 Penalty: 4879.271484
	Iteration 35F: 3 clusters Score -2379988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Entering Unmasked Estep 
Score: -1158979.625000 Penalty: 2259.737549
	Iteration 0F: 2 clusters Score -1158980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1151997.250000 Penalty: 4519.475098
	Iteration 0F: 3 clusters Score -1151997 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1153867.250000 Penalty: 4519.475098
	Iteration 1F: 3 clusters Score -1153867 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1154070.625000 Penalty: 4519.475098
	Iteration 2F: 3 clusters Score -1154071 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1154204.375000 Penalty: 4519.475098
	Iteration 3Q: 3 clusters Score -1154204 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1154310.500000 Penalty: 4519.475098
	Iteration 4Q: 3 clusters Score -1154310 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1154384.750000 Penalty: 4519.475098
	Iteration 5Q: 3 clusters Score -1154385 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1154454.750000 Penalty: 4519.475098
	Iteration 6Q: 3 clusters Score -1154455 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1154521.375000 Penalty: 4519.475098
	Iteration 7Q: 3 clusters Score -1154521 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1154581.625000 Penalty: 4519.475098
	Iteration 8Q: 3 clusters Score -1154582 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1154634.750000 Penalty: 4519.475098
	Iteration 9Q: 3 clusters Score -1154635 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1154695.375000 Penalty: 4519.475098
	Iteration 10Q: 3 clusters Score -1154695 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1154757.500000 Penalty: 4519.475098
	Iteration 11Q: 3 clusters Score -1154758 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1154830.875000 Penalty: 4519.475098
	Iteration 12Q: 3 clusters Score -1154831 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1154936.125000 Penalty: 4519.475098
	Iteration 13Q: 3 clusters Score -1154936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1155050.875000 Penalty: 4519.475098
	Iteration 14Q: 3 clusters Score -1155051 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1155232.375000 Penalty: 4519.475098
	Iteration 15Q: 3 clusters Score -1155232 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1155439.125000 Penalty: 4519.475098
	Iteration 16Q: 3 clusters Score -1155439 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1155663.625000 Penalty: 4519.475098
	Iteration 17Q: 3 clusters Score -1155664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1155906.875000 Penalty: 4519.475098
	Iteration 18Q: 3 clusters Score -1155907 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1156143.375000 Penalty: 4519.475098
	Iteration 19Q: 3 clusters Score -1156143 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1156358.500000 Penalty: 4519.475098
	Iteration 20F: 3 clusters Score -1156358 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1156540.250000 Penalty: 4519.475098
	Iteration 21Q: 3 clusters Score -1156540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1156665.250000 Penalty: 4519.475098
	Iteration 22Q: 3 clusters Score -1156665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1156779.500000 Penalty: 4519.475098
	Iteration 23Q: 3 clusters Score -1156780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1156849.250000 Penalty: 4519.475098
	Iteration 24Q: 3 clusters Score -1156849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1156912.125000 Penalty: 4519.475098
	Iteration 25Q: 3 clusters Score -1156912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1156946.500000 Penalty: 4519.475098
	Iteration 26Q: 3 clusters Score -1156946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1156967.750000 Penalty: 4519.475098
	Iteration 27Q: 3 clusters Score -1156968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1156990.875000 Penalty: 4519.475098
	Iteration 28Q: 3 clusters Score -1156991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1157011.125000 Penalty: 4519.475098
	Iteration 29Q: 3 clusters Score -1157011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1157023.125000 Penalty: 4519.475098
	Iteration 30Q: 3 clusters Score -1157023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1157029.375000 Penalty: 4519.475098
	Iteration 31Q: 3 clusters Score -1157029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1157034.500000 Penalty: 4519.475098
	Iteration 32Q: 3 clusters Score -1157034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1157037.250000 Penalty: 4519.475098
	Iteration 33Q: 3 clusters Score -1157037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1157039.125000 Penalty: 4519.475098
	Iteration 34Q: 3 clusters Score -1157039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1157044.125000 Penalty: 4519.475098
	Iteration 35Q: 3 clusters Score -1157044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1157049.000000 Penalty: 4519.475098
	Iteration 36Q: 3 clusters Score -1157049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1157053.875000 Penalty: 4519.475098
	Iteration 37Q: 3 clusters Score -1157054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1157053.125000 Penalty: 4519.475098
	Iteration 38Q: 3 clusters Score -1157053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1157058.250000 Penalty: 4519.475098
	Iteration 39Q: 3 clusters Score -1157058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1157059.875000 Penalty: 4519.475098
	Iteration 40F: 3 clusters Score -1157060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1157061.750000 Penalty: 4519.475098
	Iteration 41Q: 3 clusters Score -1157062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1157062.750000 Penalty: 4519.475098
	Iteration 42Q: 3 clusters Score -1157063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1157063.875000 Penalty: 4519.475098
	Iteration 43Q: 3 clusters Score -1157064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1157063.875000 Penalty: 4519.475098
	Iteration 44F: 3 clusters Score -1157064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 170236 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 151577 members 
Mstep: Class 6 contains 172575 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84294 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 82692 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 129183 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 9062 members 
Entering Unmasked Estep 
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Score: -105756536.000000 Penalty: 74535.210938
Iteration 279Q: 23 clusters Score -1.057565e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 170292 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 151427 members 
Mstep: Class 6 contains 172727 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84261 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 130892 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 18705 members 
Mstep: Class 23 contains 9070 members 
Entering Unmasked Estep 
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Iteration 280F: 23 clusters Score -1.057572e+08 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 170340 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 151293 members 
Mstep: Class 6 contains 172879 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84233 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8556 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 79193 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 132707 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 18681 members 
Mstep: Class 23 contains 9089 members 
Entering Unmasked Estep 
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Iteration 281Q: 23 clusters Score -1.057574e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 170422 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 151177 members 
Mstep: Class 6 contains 173000 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84209 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8550 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 77309 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 134634 members 
Mstep: Class 21 contains 1763 members 
Mstep: Class 22 contains 18645 members 
Mstep: Class 23 contains 9084 members 
Entering Unmasked Estep 
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Iteration 282Q: 23 clusters Score -1.057577e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 170466 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 151061 members 
Mstep: Class 6 contains 173143 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84194 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 75298 members 
Mstep: Class 16 contains 9280 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 136690 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 18600 members 
Mstep: Class 23 contains 9085 members 
Entering Unmasked Estep 
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Iteration 283Q: 23 clusters Score -1.057585e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 170511 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 150966 members 
Mstep: Class 6 contains 173273 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84175 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 73175 members 
Mstep: Class 16 contains 9243 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 138834 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 18567 members 
Mstep: Class 23 contains 9089 members 
Entering Unmasked Estep 
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Iteration 284Q: 23 clusters Score -1.057594e+08 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 170549 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 150850 members 
Mstep: Class 6 contains 173395 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84152 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 70966 members 
Mstep: Class 16 contains 9210 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 141115 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 9079 members 
Entering Unmasked Estep 
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Iteration 285Q: 23 clusters Score -1.057604e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 170638 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 150716 members 
Mstep: Class 6 contains 173401 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84178 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8531 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 68696 members 
Mstep: Class 16 contains 9190 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 143496 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 18462 members 
Mstep: Class 23 contains 9070 members 
Entering Unmasked Estep 
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Iteration 286Q: 23 clusters Score -1.057609e+08 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 170610 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 150617 members 
Mstep: Class 6 contains 173338 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84234 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8528 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 66356 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 146078 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 18411 members 
Mstep: Class 23 contains 9054 members 
Entering Unmasked Estep 
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Iteration 287Q: 23 clusters Score -1.057616e+08 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 170469 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 150526 members 
Mstep: Class 6 contains 173151 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84268 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 64101 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 148842 members 
Mstep: Class 21 contains 1745 members 
Mstep: Class 22 contains 18372 members 
Mstep: Class 23 contains 9019 members 
Entering Unmasked Estep 
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Iteration 288Q: 23 clusters Score -1.057626e+08 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 170284 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 150438 members 
Mstep: Class 6 contains 172855 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84301 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8514 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 61907 members 
Mstep: Class 16 contains 9100 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 151701 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 8988 members 
Entering Unmasked Estep 
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Iteration 289Q: 23 clusters Score -1.057638e+08 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 169971 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 150438 members 
Mstep: Class 6 contains 172382 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 59603 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 154818 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 18263 members 
Mstep: Class 23 contains 8980 members 
Entering Unmasked Estep 
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Iteration 290Q: 23 clusters Score -1.057647e+08 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 169771 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 150497 members 
Mstep: Class 6 contains 171789 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 57280 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 157952 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8973 members 
Entering Unmasked Estep 
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Iteration 291Q: 23 clusters Score -1.057659e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 169695 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 150639 members 
Mstep: Class 6 contains 171148 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84409 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8505 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 54871 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 160990 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 18137 members 
Mstep: Class 23 contains 8971 members 
Entering Unmasked Estep 
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Iteration 292Q: 23 clusters Score -1.057668e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 169774 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 150907 members 
Mstep: Class 6 contains 170531 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 52339 members 
Mstep: Class 16 contains 9025 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 163794 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 18099 members 
Mstep: Class 23 contains 8965 members 
Entering Unmasked Estep 
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Iteration 293Q: 23 clusters Score -1.057683e+08 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 169901 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 151310 members 
Mstep: Class 6 contains 170010 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84520 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8501 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 49626 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 166467 members 
Mstep: Class 21 contains 1750 members 
Mstep: Class 22 contains 18079 members 
Mstep: Class 23 contains 8966 members 
Entering Unmasked Estep 
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Iteration 294Q: 23 clusters Score -1.057693e+08 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 170076 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 151839 members 
Mstep: Class 6 contains 169711 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84571 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8501 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 46837 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 168791 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 18089 members 
Mstep: Class 23 contains 8966 members 
Entering Unmasked Estep 
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Iteration 295Q: 23 clusters Score -1.057697e+08 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 170337 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 152431 members 
Mstep: Class 6 contains 169619 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84651 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8503 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 44041 members 
Mstep: Class 16 contains 8977 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170744 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 18105 members 
Mstep: Class 23 contains 8949 members 
Entering Unmasked Estep 
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Iteration 296Q: 23 clusters Score -1.057706e+08 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 170641 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 153096 members 
Mstep: Class 6 contains 169751 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84760 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8507 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 41224 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 172302 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 18134 members 
Mstep: Class 23 contains 8936 members 
Entering Unmasked Estep 
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Iteration 297Q: 23 clusters Score -1.057715e+08 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 171006 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 153867 members 
Mstep: Class 6 contains 170007 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84890 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8508 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 38585 members 
Mstep: Class 16 contains 8945 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 173363 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 18180 members 
Mstep: Class 23 contains 8921 members 
Entering Unmasked Estep 
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Iteration 298Q: 23 clusters Score -1.057724e+08 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 171351 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 154752 members 
Mstep: Class 6 contains 170345 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85008 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8511 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 36002 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 174188 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 18219 members 
Mstep: Class 23 contains 8922 members 
Entering Unmasked Estep 
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Iteration 299Q: 23 clusters Score -1.057732e+08 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 171720 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 155666 members 
Mstep: Class 6 contains 170692 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85187 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8515 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 33643 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 174657 members 
Mstep: Class 21 contains 1724 members 
Mstep: Class 22 contains 18252 members 
Mstep: Class 23 contains 8922 members 
Entering Unmasked Estep 
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Iteration 300F: 23 clusters Score -1.057744e+08 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 171965 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 156587 members 
Mstep: Class 6 contains 170791 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85322 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 31519 members 
Mstep: Class 16 contains 8905 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 175260 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 18288 members 
Mstep: Class 23 contains 8918 members 
Entering Unmasked Estep 
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Iteration 301Q: 23 clusters Score -1.057755e+08 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 172197 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 157554 members 
Mstep: Class 6 contains 170851 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85528 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 29550 members 
Mstep: Class 16 contains 8911 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 175620 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 18318 members 
Mstep: Class 23 contains 8918 members 
Entering Unmasked Estep 
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Iteration 302Q: 23 clusters Score -1.057759e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 172356 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 158547 members 
Mstep: Class 6 contains 170955 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85789 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8554 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 27820 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 175696 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 8913 members 
Entering Unmasked Estep 
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Iteration 303Q: 23 clusters Score -1.057764e+08 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 172449 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 159552 members 
Mstep: Class 6 contains 171074 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86052 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 26329 members 
Mstep: Class 16 contains 8877 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 175609 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 18383 members 
Mstep: Class 23 contains 8901 members 
Entering Unmasked Estep 
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Iteration 304Q: 23 clusters Score -1.057765e+08 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 172447 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 160544 members 
Mstep: Class 6 contains 171234 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86295 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 25080 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 175349 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 8877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105776664.000000 Penalty: 74535.210938
Iteration 305Q: 23 clusters Score -1.057767e+08 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 172354 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 161511 members 
Mstep: Class 6 contains 171397 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86532 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 23970 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 175039 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 18448 members 
Mstep: Class 23 contains 8860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777184.000000 Penalty: 74535.210938
Iteration 306Q: 23 clusters Score -1.057772e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 172211 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 162401 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86762 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8639 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 23043 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 174711 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 18474 members 
Mstep: Class 23 contains 8849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777008.000000 Penalty: 74535.210938
Iteration 307Q: 23 clusters Score -1.05777e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 172030 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 163208 members 
Mstep: Class 6 contains 171730 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86968 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 22207 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 174407 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18487 members 
Mstep: Class 23 contains 8835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777464.000000 Penalty: 74535.210938
Iteration 308Q: 23 clusters Score -1.057775e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 171818 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 163901 members 
Mstep: Class 6 contains 171927 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 87177 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8677 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 21511 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 174087 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 18495 members 
Mstep: Class 23 contains 8826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777240.000000 Penalty: 74535.210938
Iteration 309Q: 23 clusters Score -1.057772e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 171597 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 164460 members 
Mstep: Class 6 contains 172131 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 87389 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 20904 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 173823 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18502 members 
Mstep: Class 23 contains 8819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777424.000000 Penalty: 74535.210938
Iteration 310Q: 23 clusters Score -1.057774e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 171441 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 164865 members 
Mstep: Class 6 contains 172378 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 87603 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8718 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 20414 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 173493 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18512 members 
Mstep: Class 23 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777480.000000 Penalty: 74535.210938
Iteration 311Q: 23 clusters Score -1.057775e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 171222 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 165196 members 
Mstep: Class 6 contains 172624 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 87805 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 20014 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 173225 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 18522 members 
Mstep: Class 23 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777328.000000 Penalty: 74535.210938
Iteration 312Q: 23 clusters Score -1.057773e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 171023 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 165445 members 
Mstep: Class 6 contains 172855 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 87996 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 8763 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 172957 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 18531 members 
Mstep: Class 23 contains 8792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777456.000000 Penalty: 74535.210938
Iteration 313Q: 23 clusters Score -1.057775e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 170851 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 165566 members 
Mstep: Class 6 contains 173123 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 88203 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8785 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 19415 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 172705 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 18525 members 
Mstep: Class 23 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777720.000000 Penalty: 74535.210938
Iteration 314Q: 23 clusters Score -1.057777e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 170650 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 165616 members 
Mstep: Class 6 contains 173392 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 88413 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8810 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 19163 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 172518 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 23 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777816.000000 Penalty: 74535.210938
Iteration 315Q: 23 clusters Score -1.057778e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 170465 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 165623 members 
Mstep: Class 6 contains 173676 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 88614 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8835 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18948 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 172340 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 18530 members 
Mstep: Class 23 contains 8773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105778024.000000 Penalty: 74535.210938
Iteration 316Q: 23 clusters Score -1.05778e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 170317 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 165554 members 
Mstep: Class 6 contains 174014 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 88807 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8866 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 172100 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 18523 members 
Mstep: Class 23 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105777920.000000 Penalty: 74535.210938
Iteration 317Q: 23 clusters Score -1.057779e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 170159 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 165474 members 
Mstep: Class 6 contains 174325 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 89006 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8899 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18635 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171890 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18516 members 
Mstep: Class 23 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105778056.000000 Penalty: 74535.210938
Iteration 318Q: 23 clusters Score -1.057781e+08 nChanged 1641
Entering ConstructFrom: 
Score: -105778056.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (13938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Entering Unmasked Estep 
Score: -1753976.125000 Penalty: 2366.508789
	Iteration 0F: 2 clusters Score -1753976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1743748.625000 Penalty: 4733.017578
	Iteration 0F: 3 clusters Score -1743749 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1747042.250000 Penalty: 4733.017578
	Iteration 1F: 3 clusters Score -1747042 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1747648.000000 Penalty: 4733.017578
	Iteration 2F: 3 clusters Score -1747648 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1748387.375000 Penalty: 4733.017578
	Iteration 3F: 3 clusters Score -1748387 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1749176.875000 Penalty: 4733.017578
	Iteration 4F: 3 clusters Score -1749177 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1749902.125000 Penalty: 4733.017578
	Iteration 5F: 3 clusters Score -1749902 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1750649.750000 Penalty: 4733.017578
	Iteration 6F: 3 clusters Score -1750650 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1751383.250000 Penalty: 4733.017578
	Iteration 7F: 3 clusters Score -1751383 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1751926.375000 Penalty: 4733.017578
	Iteration 8F: 3 clusters Score -1751926 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1752260.750000 Penalty: 4733.017578
	Iteration 9Q: 3 clusters Score -1752261 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1752427.000000 Penalty: 4733.017578
	Iteration 10Q: 3 clusters Score -1752427 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1752512.375000 Penalty: 4733.017578
	Iteration 11Q: 3 clusters Score -1752512 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1752580.500000 Penalty: 4733.017578
	Iteration 12Q: 3 clusters Score -1752580 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1752647.000000 Penalty: 4733.017578
	Iteration 13Q: 3 clusters Score -1752647 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1752686.500000 Penalty: 4733.017578
	Iteration 14Q: 3 clusters Score -1752686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1752710.500000 Penalty: 4733.017578
	Iteration 15Q: 3 clusters Score -1752710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1752744.875000 Penalty: 4733.017578
	Iteration 16Q: 3 clusters Score -1752745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1752768.000000 Penalty: 4733.017578
	Iteration 17Q: 3 clusters Score -1752768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1752794.375000 Penalty: 4733.017578
	Iteration 18Q: 3 clusters Score -1752794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1752817.250000 Penalty: 4733.017578
	Iteration 19Q: 3 clusters Score -1752817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1752835.250000 Penalty: 4733.017578
	Iteration 20F: 3 clusters Score -1752835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1752845.000000 Penalty: 4733.017578
	Iteration 21Q: 3 clusters Score -1752845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1752849.250000 Penalty: 4733.017578
	Iteration 22Q: 3 clusters Score -1752849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1752852.125000 Penalty: 4733.017578
	Iteration 23Q: 3 clusters Score -1752852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1752855.250000 Penalty: 4733.017578
	Iteration 24Q: 3 clusters Score -1752855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1752858.500000 Penalty: 4733.017578
	Iteration 25Q: 3 clusters Score -1752858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1752863.250000 Penalty: 4733.017578
	Iteration 26Q: 3 clusters Score -1752863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1752861.625000 Penalty: 4733.017578
	Iteration 27Q: 3 clusters Score -1752862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1752862.750000 Penalty: 4733.017578
	Iteration 28Q: 3 clusters Score -1752863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1752862.875000 Penalty: 4733.017578
	Iteration 29Q: 3 clusters Score -1752863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1752866.125000 Penalty: 4733.017578
	Iteration 30Q: 3 clusters Score -1752866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1752869.000000 Penalty: 4733.017578
	Iteration 31Q: 3 clusters Score -1752869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1752868.000000 Penalty: 4733.017578
	Iteration 32Q: 3 clusters Score -1752868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1752867.875000 Penalty: 4733.017578
	Iteration 33Q: 3 clusters Score -1752868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1752869.125000 Penalty: 4733.017578
	Iteration 34Q: 3 clusters Score -1752869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1752873.500000 Penalty: 4733.017578
	Iteration 35Q: 3 clusters Score -1752874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1752877.000000 Penalty: 4733.017578
	Iteration 36Q: 3 clusters Score -1752877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1752879.375000 Penalty: 4733.017578
	Iteration 37Q: 3 clusters Score -1752879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1752884.625000 Penalty: 4733.017578
	Iteration 38Q: 3 clusters Score -1752885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1752882.500000 Penalty: 4733.017578
	Iteration 39Q: 3 clusters Score -1752882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1752883.625000 Penalty: 4733.017578
	Iteration 40F: 3 clusters Score -1752884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1752884.500000 Penalty: 4733.017578
	Iteration 41Q: 3 clusters Score -1752884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1752886.875000 Penalty: 4733.017578
	Iteration 42Q: 3 clusters Score -1752887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1752889.500000 Penalty: 4733.017578
	Iteration 43Q: 3 clusters Score -1752890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1752891.500000 Penalty: 4733.017578
	Iteration 44Q: 3 clusters Score -1752892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1752893.000000 Penalty: 4733.017578
	Iteration 45Q: 3 clusters Score -1752893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1752892.875000 Penalty: 4733.017578
	Iteration 46Q: 3 clusters Score -1752893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1752891.625000 Penalty: 4733.017578
	Iteration 47Q: 3 clusters Score -1752892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1752891.625000 Penalty: 4733.017578
	Iteration 48F: 3 clusters Score -1752892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170000 members 
Entering Unmasked Estep 
Score: -21439430.000000 Penalty: 2986.801270
	Iteration 0F: 2 clusters Score -2.143943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -21331406.000000 Penalty: 5973.602539
	Iteration 0F: 3 clusters Score -2.133141e+07 nChanged 81479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -21378472.000000 Penalty: 5973.602539
	Iteration 1F: 3 clusters Score -2.137847e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -21379664.000000 Penalty: 5973.602539
	Iteration 2Q: 3 clusters Score -2.137966e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -21381182.000000 Penalty: 5973.602539
	Iteration 3Q: 3 clusters Score -2.138118e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -21383004.000000 Penalty: 5973.602539
	Iteration 4Q: 3 clusters Score -2.1383e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -21385016.000000 Penalty: 5973.602539
	Iteration 5Q: 3 clusters Score -2.138502e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -21387170.000000 Penalty: 5973.602539
	Iteration 6Q: 3 clusters Score -2.138717e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -21389778.000000 Penalty: 5973.602539
	Iteration 7Q: 3 clusters Score -2.138978e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -21392874.000000 Penalty: 5973.602539
	Iteration 8Q: 3 clusters Score -2.139287e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -21395980.000000 Penalty: 5973.602539
	Iteration 9Q: 3 clusters Score -2.139598e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -21399416.000000 Penalty: 5973.602539
	Iteration 10Q: 3 clusters Score -2.139942e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -21403466.000000 Penalty: 5973.602539
	Iteration 11Q: 3 clusters Score -2.140347e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -21407670.000000 Penalty: 5973.602539
	Iteration 12Q: 3 clusters Score -2.140767e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -21411306.000000 Penalty: 5973.602539
	Iteration 13Q: 3 clusters Score -2.141131e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -21413712.000000 Penalty: 5973.602539
	Iteration 14Q: 3 clusters Score -2.141371e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -21414972.000000 Penalty: 5973.602539
	Iteration 15Q: 3 clusters Score -2.141497e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -21415564.000000 Penalty: 5973.602539
	Iteration 16Q: 3 clusters Score -2.141556e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -21415676.000000 Penalty: 5973.602539
	Iteration 17Q: 3 clusters Score -2.141568e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -21415716.000000 Penalty: 5973.602539
	Iteration 18Q: 3 clusters Score -2.141572e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -21415738.000000 Penalty: 5973.602539
	Iteration 19Q: 3 clusters Score -2.141574e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -21415794.000000 Penalty: 5973.602539
	Iteration 20F: 3 clusters Score -2.141579e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -21415848.000000 Penalty: 5973.602539
	Iteration 21Q: 3 clusters Score -2.141585e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -21415994.000000 Penalty: 5973.602539
	Iteration 22Q: 3 clusters Score -2.141599e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -21416008.000000 Penalty: 5973.602539
	Iteration 23Q: 3 clusters Score -2.141601e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -21416086.000000 Penalty: 5973.602539
	Iteration 24Q: 3 clusters Score -2.141609e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -21416206.000000 Penalty: 5973.602539
	Iteration 25Q: 3 clusters Score -2.141621e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -21416286.000000 Penalty: 5973.602539
	Iteration 26Q: 3 clusters Score -2.141629e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -21416326.000000 Penalty: 5973.602539
	Iteration 27Q: 3 clusters Score -2.141633e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -21416378.000000 Penalty: 5973.602539
	Iteration 28Q: 3 clusters Score -2.141638e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -21416364.000000 Penalty: 5973.602539
	Iteration 29Q: 3 clusters Score -2.141636e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -21416470.000000 Penalty: 5973.602539
	Iteration 30Q: 3 clusters Score -2.141647e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -21416470.000000 Penalty: 5973.602539
	Iteration 31Q: 3 clusters Score -2.141647e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -21416532.000000 Penalty: 5973.602539
	Iteration 32Q: 3 clusters Score -2.141653e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -21416618.000000 Penalty: 5973.602539
	Iteration 33Q: 3 clusters Score -2.141662e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -21416674.000000 Penalty: 5973.602539
	Iteration 34Q: 3 clusters Score -2.141667e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -21416672.000000 Penalty: 5973.602539
	Iteration 35Q: 3 clusters Score -2.141667e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -21416804.000000 Penalty: 5973.602539
	Iteration 36Q: 3 clusters Score -2.14168e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -21416894.000000 Penalty: 5973.602539
	Iteration 37Q: 3 clusters Score -2.141689e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -21416970.000000 Penalty: 5973.602539
	Iteration 38Q: 3 clusters Score -2.141697e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -21417032.000000 Penalty: 5973.602539
	Iteration 39Q: 3 clusters Score -2.141703e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -21417112.000000 Penalty: 5973.602539
	Iteration 40F: 3 clusters Score -2.141711e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -21417146.000000 Penalty: 5973.602539
	Iteration 41Q: 3 clusters Score -2.141715e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -21417192.000000 Penalty: 5973.602539
	Iteration 42Q: 3 clusters Score -2.141719e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -21417256.000000 Penalty: 5973.602539
	Iteration 43Q: 3 clusters Score -2.141726e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -21417384.000000 Penalty: 5973.602539
	Iteration 44Q: 3 clusters Score -2.141738e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -21417492.000000 Penalty: 5973.602539
	Iteration 45Q: 3 clusters Score -2.141749e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -21417598.000000 Penalty: 5973.602539
	Iteration 46Q: 3 clusters Score -2.14176e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -21417832.000000 Penalty: 5973.602539
	Iteration 47Q: 3 clusters Score -2.141783e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -21417832.000000 Penalty: 5973.602539
	Iteration 48Q: 3 clusters Score -2.141783e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -21417992.000000 Penalty: 5973.602539
	Iteration 49Q: 3 clusters Score -2.141799e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -21418118.000000 Penalty: 5973.602539
	Iteration 50Q: 3 clusters Score -2.141812e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -21418426.000000 Penalty: 5973.602539
	Iteration 51Q: 3 clusters Score -2.141843e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -21418662.000000 Penalty: 5973.602539
	Iteration 52Q: 3 clusters Score -2.141866e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -21418940.000000 Penalty: 5973.602539
	Iteration 53Q: 3 clusters Score -2.141894e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -21419230.000000 Penalty: 5973.602539
	Iteration 54Q: 3 clusters Score -2.141923e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -21419690.000000 Penalty: 5973.602539
	Iteration 55Q: 3 clusters Score -2.141969e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -21420018.000000 Penalty: 5973.602539
	Iteration 56Q: 3 clusters Score -2.142002e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -21420542.000000 Penalty: 5973.602539
	Iteration 57Q: 3 clusters Score -2.142054e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 116885 members 
Entering Unmasked Estep 
Score: -21421026.000000 Penalty: 5973.602539
	Iteration 58Q: 3 clusters Score -2.142103e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 119000 members 
Entering Unmasked Estep 
Score: -21421506.000000 Penalty: 5973.602539
	Iteration 59Q: 3 clusters Score -2.142151e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 121180 members 
Entering Unmasked Estep 
Score: -21422110.000000 Penalty: 5973.602539
	Iteration 60F: 3 clusters Score -2.142211e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -21422824.000000 Penalty: 5973.602539
	Iteration 61Q: 3 clusters Score -2.142282e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 126063 members 
Entering Unmasked Estep 
Score: -21423442.000000 Penalty: 5973.602539
	Iteration 62Q: 3 clusters Score -2.142344e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -21424074.000000 Penalty: 5973.602539
	Iteration 63Q: 3 clusters Score -2.142407e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -21424938.000000 Penalty: 5973.602539
	Iteration 64Q: 3 clusters Score -2.142494e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -21425912.000000 Penalty: 5973.602539
	Iteration 65Q: 3 clusters Score -2.142591e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -21426728.000000 Penalty: 5973.602539
	Iteration 66Q: 3 clusters Score -2.142673e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -21427770.000000 Penalty: 5973.602539
	Iteration 67Q: 3 clusters Score -2.142777e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 142402 members 
Entering Unmasked Estep 
Score: -21428838.000000 Penalty: 5973.602539
	Iteration 68Q: 3 clusters Score -2.142884e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -21430058.000000 Penalty: 5973.602539
	Iteration 69Q: 3 clusters Score -2.143006e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -21431162.000000 Penalty: 5973.602539
	Iteration 70Q: 3 clusters Score -2.143116e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -21432324.000000 Penalty: 5973.602539
	Iteration 71Q: 3 clusters Score -2.143232e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -21433552.000000 Penalty: 5973.602539
	Iteration 72Q: 3 clusters Score -2.143355e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -21434676.000000 Penalty: 5973.602539
	Iteration 73Q: 3 clusters Score -2.143468e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 158002 members 
Entering Unmasked Estep 
Score: -21435488.000000 Penalty: 5973.602539
	Iteration 74Q: 3 clusters Score -2.143549e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
Score: -21436120.000000 Penalty: 5973.602539
	Iteration 75Q: 3 clusters Score -2.143612e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 161380 members 
Entering Unmasked Estep 
Score: -21436646.000000 Penalty: 5973.602539
	Iteration 76Q: 3 clusters Score -2.143665e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 162592 members 
Entering Unmasked Estep 
Score: -21437038.000000 Penalty: 5973.602539
	Iteration 77Q: 3 clusters Score -2.143704e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -21437284.000000 Penalty: 5973.602539
	Iteration 78Q: 3 clusters Score -2.143728e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -21437458.000000 Penalty: 5973.602539
	Iteration 79Q: 3 clusters Score -2.143746e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -21437748.000000 Penalty: 5973.602539
	Iteration 80F: 3 clusters Score -2.143775e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -21438016.000000 Penalty: 5973.602539
	Iteration 81Q: 3 clusters Score -2.143802e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 166075 members 
Entering Unmasked Estep 
Score: -21438252.000000 Penalty: 5973.602539
	Iteration 82Q: 3 clusters Score -2.143825e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -21438410.000000 Penalty: 5973.602539
	Iteration 83Q: 3 clusters Score -2.143841e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -21438464.000000 Penalty: 5973.602539
	Iteration 84Q: 3 clusters Score -2.143846e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 166803 members 
Entering Unmasked Estep 
Score: -21438514.000000 Penalty: 5973.602539
	Iteration 85Q: 3 clusters Score -2.143851e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 166922 members 
Entering Unmasked Estep 
Score: -21438518.000000 Penalty: 5973.602539
	Iteration 86Q: 3 clusters Score -2.143852e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -21438542.000000 Penalty: 5973.602539
	Iteration 87Q: 3 clusters Score -2.143854e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 167102 members 
Entering Unmasked Estep 
Score: -21438550.000000 Penalty: 5973.602539
	Iteration 88Q: 3 clusters Score -2.143855e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -21438556.000000 Penalty: 5973.602539
	Iteration 89Q: 3 clusters Score -2.143856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -21438550.000000 Penalty: 5973.602539
	Iteration 90Q: 3 clusters Score -2.143855e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -21438544.000000 Penalty: 5973.602539
	Iteration 91Q: 3 clusters Score -2.143854e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -21438538.000000 Penalty: 5973.602539
	Iteration 92Q: 3 clusters Score -2.143854e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 167318 members 
Entering Unmasked Estep 
Score: -21438540.000000 Penalty: 5973.602539
	Iteration 93Q: 3 clusters Score -2.143854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 167348 members 
Entering Unmasked Estep 
Score: -21438542.000000 Penalty: 5973.602539
	Iteration 94Q: 3 clusters Score -2.143854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -21438552.000000 Penalty: 5973.602539
	Iteration 95Q: 3 clusters Score -2.143855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -21438572.000000 Penalty: 5973.602539
	Iteration 96Q: 3 clusters Score -2.143857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167418 members 
Entering Unmasked Estep 
Score: -21438576.000000 Penalty: 5973.602539
	Iteration 97Q: 3 clusters Score -2.143858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -21438564.000000 Penalty: 5973.602539
	Iteration 98Q: 3 clusters Score -2.143856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -21438554.000000 Penalty: 5973.602539
	Iteration 99Q: 3 clusters Score -2.143855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -21438538.000000 Penalty: 5973.602539
	Iteration 100F: 3 clusters Score -2.143854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 167491 members 
Entering Unmasked Estep 
Score: -21438526.000000 Penalty: 5973.602539
	Iteration 101Q: 3 clusters Score -2.143853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 167504 members 
Entering Unmasked Estep 
Score: -21438544.000000 Penalty: 5973.602539
	Iteration 102Q: 3 clusters Score -2.143854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -21438560.000000 Penalty: 5973.602539
	Iteration 103Q: 3 clusters Score -2.143856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -21438556.000000 Penalty: 5973.602539
	Iteration 104Q: 3 clusters Score -2.143856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 167532 members 
Entering Unmasked Estep 
Score: -21438556.000000 Penalty: 5973.602539
	Iteration 105Q: 3 clusters Score -2.143856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -21438568.000000 Penalty: 5973.602539
	Iteration 106Q: 3 clusters Score -2.143857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -21438548.000000 Penalty: 5973.602539
	Iteration 107Q: 3 clusters Score -2.143855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -21438534.000000 Penalty: 5973.602539
	Iteration 108Q: 3 clusters Score -2.143853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 167552 members 
Entering Unmasked Estep 
Score: -21438548.000000 Penalty: 5973.602539
	Iteration 109Q: 3 clusters Score -2.143855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -21438538.000000 Penalty: 5973.602539
	Iteration 110Q: 3 clusters Score -2.143854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -21438528.000000 Penalty: 5973.602539
	Iteration 111Q: 3 clusters Score -2.143853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21438542.000000 Penalty: 5973.602539
	Iteration 112Q: 3 clusters Score -2.143854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21438544.000000 Penalty: 5973.602539
	Iteration 113Q: 3 clusters Score -2.143854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21438540.000000 Penalty: 5973.602539
	Iteration 114Q: 3 clusters Score -2.143854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21438540.000000 Penalty: 5973.602539
	Iteration 115F: 3 clusters Score -2.143854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100000.937500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100000.9 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 426 members 
Entering Unmasked Estep 
Score: -98246.460938 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -98246.46 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98514.312500 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -98514.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98597.945312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -98597.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98666.953125 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -98666.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98740.187500 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -98740.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98790.296875 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -98790.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98849.031250 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -98849.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98953.265625 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -98953.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99103.664062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -99103.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99292.617188 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -99292.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99392.554688 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -99392.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99464.054688 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -99464.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99501.179688 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -99501.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99515.125000 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -99515.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99531.570312 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -99531.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99543.070312 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -99543.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99553.578125 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -99553.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99568.765625 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -99568.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99586.351562 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -99586.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99607.085938 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -99607.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99624.656250 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -99624.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99634.976562 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -99634.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99641.070312 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -99641.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99644.093750 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -99644.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99649.171875 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -99649.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99660.007812 Penalty: 3342.123535
	Iteration 25Q: 3 clusters Score -99660.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99677.234375 Penalty: 3342.123535
	Iteration 26Q: 3 clusters Score -99677.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99700.195312 Penalty: 3342.123535
	Iteration 27Q: 3 clusters Score -99700.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99738.671875 Penalty: 3342.123535
	Iteration 28Q: 3 clusters Score -99738.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99814.210938 Penalty: 3342.123535
	Iteration 29Q: 3 clusters Score -99814.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99934.093750 Penalty: 3342.123535
	Iteration 30Q: 3 clusters Score -99934.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100209.898438 Penalty: 3342.123535
	Iteration 31Q: 3 clusters Score -100209.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100414.125000 Penalty: 3342.123535
	Iteration 32Q: 3 clusters Score -100414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100463.382812 Penalty: 3342.123535
	Iteration 33Q: 3 clusters Score -100463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100467.765625 Penalty: 3342.123535
	Iteration 34F: 3 clusters Score -100467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100477.523438 Penalty: 3342.123535
	Iteration 35Q: 3 clusters Score -100477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100477.523438 Penalty: 3342.123535
	Iteration 36F: 3 clusters Score -100477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 170000 members 
Mstep: Class 3 contains 515 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 165377 members 
Mstep: Class 6 contains 174652 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 89184 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171682 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 8739 members 
Entering Unmasked Estep 
Score: -105776920.000000 Penalty: 77923.179688
Splitting cluster 3 changes total score from -105778056.000000 to -105776920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -208289.343750 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -208289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205859.406250 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -205859.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206270.546875 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -206270.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206377.828125 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -206377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -206425.421875 Penalty: 3682.385986
	Iteration 3Q: 3 clusters Score -206425.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -206459.796875 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -206459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206474.703125 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -206474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206484.000000 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -206484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -206488.421875 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -206488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -206491.234375 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -206491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206492.984375 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -206493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206494.468750 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -206494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -206497.171875 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -206497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -206502.875000 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -206502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -206506.203125 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -206506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -206508.328125 Penalty: 3682.385986
	Iteration 14Q: 3 clusters Score -206508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -206510.421875 Penalty: 3682.385986
	Iteration 15Q: 3 clusters Score -206510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206510.968750 Penalty: 3682.385986
	Iteration 16Q: 3 clusters Score -206511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206510.968750 Penalty: 3682.385986
	Iteration 17F: 3 clusters Score -206511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (165377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Entering Unmasked Estep 
Score: -20792898.000000 Penalty: 2979.963623
	Iteration 0F: 2 clusters Score -2.07929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -20688514.000000 Penalty: 5959.927246
	Iteration 0F: 3 clusters Score -2.068851e+07 nChanged 78983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -20733944.000000 Penalty: 5959.927246
	Iteration 1F: 3 clusters Score -2.073394e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -20735102.000000 Penalty: 5959.927246
	Iteration 2Q: 3 clusters Score -2.07351e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -20736520.000000 Penalty: 5959.927246
	Iteration 3Q: 3 clusters Score -2.073652e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -20738588.000000 Penalty: 5959.927246
	Iteration 4Q: 3 clusters Score -2.073859e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -20741454.000000 Penalty: 5959.927246
	Iteration 5Q: 3 clusters Score -2.074145e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -20746188.000000 Penalty: 5959.927246
	Iteration 6F: 3 clusters Score -2.074619e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -20752752.000000 Penalty: 5959.927246
	Iteration 7F: 3 clusters Score -2.075275e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121967 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -20761242.000000 Penalty: 5959.927246
	Iteration 8F: 3 clusters Score -2.076124e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133059 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -20770874.000000 Penalty: 5959.927246
	Iteration 9F: 3 clusters Score -2.077087e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -20779572.000000 Penalty: 5959.927246
	Iteration 10F: 3 clusters Score -2.077957e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -20785406.000000 Penalty: 5959.927246
	Iteration 11Q: 3 clusters Score -2.078541e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -20788478.000000 Penalty: 5959.927246
	Iteration 12Q: 3 clusters Score -2.078848e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -20789886.000000 Penalty: 5959.927246
	Iteration 13Q: 3 clusters Score -2.078989e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20790592.000000 Penalty: 5959.927246
	Iteration 14Q: 3 clusters Score -2.079059e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162512 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20790924.000000 Penalty: 5959.927246
	Iteration 15Q: 3 clusters Score -2.079092e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -20791178.000000 Penalty: 5959.927246
	Iteration 16Q: 3 clusters Score -2.079118e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163252 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20791370.000000 Penalty: 5959.927246
	Iteration 17Q: 3 clusters Score -2.079137e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163396 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20791486.000000 Penalty: 5959.927246
	Iteration 18Q: 3 clusters Score -2.079149e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20791692.000000 Penalty: 5959.927246
	Iteration 19Q: 3 clusters Score -2.079169e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163514 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -20791836.000000 Penalty: 5959.927246
	Iteration 20F: 3 clusters Score -2.079184e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20791918.000000 Penalty: 5959.927246
	Iteration 21Q: 3 clusters Score -2.079192e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20791974.000000 Penalty: 5959.927246
	Iteration 22Q: 3 clusters Score -2.079197e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20792060.000000 Penalty: 5959.927246
	Iteration 23Q: 3 clusters Score -2.079206e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -20792108.000000 Penalty: 5959.927246
	Iteration 24Q: 3 clusters Score -2.079211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -20792136.000000 Penalty: 5959.927246
	Iteration 25Q: 3 clusters Score -2.079214e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -20792156.000000 Penalty: 5959.927246
	Iteration 26Q: 3 clusters Score -2.079216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -20792200.000000 Penalty: 5959.927246
	Iteration 27Q: 3 clusters Score -2.07922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163396 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20792206.000000 Penalty: 5959.927246
	Iteration 28Q: 3 clusters Score -2.079221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20792236.000000 Penalty: 5959.927246
	Iteration 29Q: 3 clusters Score -2.079224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163364 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20792254.000000 Penalty: 5959.927246
	Iteration 30Q: 3 clusters Score -2.079225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20792254.000000 Penalty: 5959.927246
	Iteration 31Q: 3 clusters Score -2.079225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -20792258.000000 Penalty: 5959.927246
	Iteration 32Q: 3 clusters Score -2.079226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20792258.000000 Penalty: 5959.927246
	Iteration 33Q: 3 clusters Score -2.079226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -20792262.000000 Penalty: 5959.927246
	Iteration 34Q: 3 clusters Score -2.079226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -20792256.000000 Penalty: 5959.927246
	Iteration 35Q: 3 clusters Score -2.079226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20792262.000000 Penalty: 5959.927246
	Iteration 36Q: 3 clusters Score -2.079226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20792284.000000 Penalty: 5959.927246
	Iteration 37Q: 3 clusters Score -2.079228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163281 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20792266.000000 Penalty: 5959.927246
	Iteration 38Q: 3 clusters Score -2.079227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -20792272.000000 Penalty: 5959.927246
	Iteration 39Q: 3 clusters Score -2.079227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -20792282.000000 Penalty: 5959.927246
	Iteration 40F: 3 clusters Score -2.079228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20792278.000000 Penalty: 5959.927246
	Iteration 41Q: 3 clusters Score -2.079228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163252 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20792282.000000 Penalty: 5959.927246
	Iteration 42Q: 3 clusters Score -2.079228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20792278.000000 Penalty: 5959.927246
	Iteration 43Q: 3 clusters Score -2.079228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20792284.000000 Penalty: 5959.927246
	Iteration 44Q: 3 clusters Score -2.079228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -20792296.000000 Penalty: 5959.927246
	Iteration 45Q: 3 clusters Score -2.07923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20792310.000000 Penalty: 5959.927246
	Iteration 46Q: 3 clusters Score -2.079231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163207 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -20792314.000000 Penalty: 5959.927246
	Iteration 47Q: 3 clusters Score -2.079231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163201 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20792314.000000 Penalty: 5959.927246
	Iteration 48Q: 3 clusters Score -2.079231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163191 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20792304.000000 Penalty: 5959.927246
	Iteration 49Q: 3 clusters Score -2.07923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20792302.000000 Penalty: 5959.927246
	Iteration 50Q: 3 clusters Score -2.07923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -20792322.000000 Penalty: 5959.927246
	Iteration 51Q: 3 clusters Score -2.079232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20792320.000000 Penalty: 5959.927246
	Iteration 52Q: 3 clusters Score -2.079232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -20792322.000000 Penalty: 5959.927246
	Iteration 53Q: 3 clusters Score -2.079232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -20792336.000000 Penalty: 5959.927246
	Iteration 54Q: 3 clusters Score -2.079234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -20792356.000000 Penalty: 5959.927246
	Iteration 55Q: 3 clusters Score -2.079236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20792370.000000 Penalty: 5959.927246
	Iteration 56Q: 3 clusters Score -2.079237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163145 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20792358.000000 Penalty: 5959.927246
	Iteration 57Q: 3 clusters Score -2.079236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163144 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -20792354.000000 Penalty: 5959.927246
	Iteration 58Q: 3 clusters Score -2.079235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163142 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20792350.000000 Penalty: 5959.927246
	Iteration 59Q: 3 clusters Score -2.079235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20792344.000000 Penalty: 5959.927246
	Iteration 60F: 3 clusters Score -2.079234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20792356.000000 Penalty: 5959.927246
	Iteration 61Q: 3 clusters Score -2.079236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20792360.000000 Penalty: 5959.927246
	Iteration 62Q: 3 clusters Score -2.079236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20792360.000000 Penalty: 5959.927246
	Iteration 63F: 3 clusters Score -2.079236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174652 members 
Entering Unmasked Estep 
Score: -21919696.000000 Penalty: 2993.496582
	Iteration 0F: 2 clusters Score -2.19197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -21806170.000000 Penalty: 5986.993164
	Iteration 0F: 3 clusters Score -2.180617e+07 nChanged 83427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -21854538.000000 Penalty: 5986.993164
	Iteration 1F: 3 clusters Score -2.185454e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -21855516.000000 Penalty: 5986.993164
	Iteration 2Q: 3 clusters Score -2.185552e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -21856548.000000 Penalty: 5986.993164
	Iteration 3Q: 3 clusters Score -2.185655e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -21858180.000000 Penalty: 5986.993164
	Iteration 4Q: 3 clusters Score -2.185818e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89214 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -21860882.000000 Penalty: 5986.993164
	Iteration 5Q: 3 clusters Score -2.186088e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -21866242.000000 Penalty: 5986.993164
	Iteration 6Q: 3 clusters Score -2.186624e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -21875770.000000 Penalty: 5986.993164
	Iteration 7F: 3 clusters Score -2.187577e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -21889482.000000 Penalty: 5986.993164
	Iteration 8F: 3 clusters Score -2.188948e+07 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -21902226.000000 Penalty: 5986.993164
	Iteration 9F: 3 clusters Score -2.190223e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -21908474.000000 Penalty: 5986.993164
	Iteration 10F: 3 clusters Score -2.190847e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -21911638.000000 Penalty: 5986.993164
	Iteration 11Q: 3 clusters Score -2.191164e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84763 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -21914040.000000 Penalty: 5986.993164
	Iteration 12Q: 3 clusters Score -2.191404e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -21916230.000000 Penalty: 5986.993164
	Iteration 13Q: 3 clusters Score -2.191623e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -21917984.000000 Penalty: 5986.993164
	Iteration 14Q: 3 clusters Score -2.191798e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -21919258.000000 Penalty: 5986.993164
	Iteration 15Q: 3 clusters Score -2.191926e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -21919854.000000 Penalty: 5986.993164
	Iteration 16Q: 3 clusters Score -2.191985e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -21920222.000000 Penalty: 5986.993164
	Iteration 17Q: 3 clusters Score -2.192022e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -21920538.000000 Penalty: 5986.993164
	Iteration 18Q: 3 clusters Score -2.192054e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -21920656.000000 Penalty: 5986.993164
	Iteration 19Q: 3 clusters Score -2.192066e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -21920778.000000 Penalty: 5986.993164
	Iteration 20F: 3 clusters Score -2.192078e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -21920796.000000 Penalty: 5986.993164
	Iteration 21Q: 3 clusters Score -2.19208e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -21920800.000000 Penalty: 5986.993164
	Iteration 22Q: 3 clusters Score -2.19208e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -21920840.000000 Penalty: 5986.993164
	Iteration 23Q: 3 clusters Score -2.192084e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -21920866.000000 Penalty: 5986.993164
	Iteration 24Q: 3 clusters Score -2.192087e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -21920896.000000 Penalty: 5986.993164
	Iteration 25Q: 3 clusters Score -2.19209e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -21920882.000000 Penalty: 5986.993164
	Iteration 26Q: 3 clusters Score -2.192088e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -21920914.000000 Penalty: 5986.993164
	Iteration 27Q: 3 clusters Score -2.192091e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -21920906.000000 Penalty: 5986.993164
	Iteration 28Q: 3 clusters Score -2.192091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -21920930.000000 Penalty: 5986.993164
	Iteration 29Q: 3 clusters Score -2.192093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -21920918.000000 Penalty: 5986.993164
	Iteration 30Q: 3 clusters Score -2.192092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -21920936.000000 Penalty: 5986.993164
	Iteration 31Q: 3 clusters Score -2.192094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -21920938.000000 Penalty: 5986.993164
	Iteration 32Q: 3 clusters Score -2.192094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -21920944.000000 Penalty: 5986.993164
	Iteration 33Q: 3 clusters Score -2.192094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -21920942.000000 Penalty: 5986.993164
	Iteration 34Q: 3 clusters Score -2.192094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -21920960.000000 Penalty: 5986.993164
	Iteration 35Q: 3 clusters Score -2.192096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -21920962.000000 Penalty: 5986.993164
	Iteration 36Q: 3 clusters Score -2.192096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -21920942.000000 Penalty: 5986.993164
	Iteration 37Q: 3 clusters Score -2.192094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -21920964.000000 Penalty: 5986.993164
	Iteration 38Q: 3 clusters Score -2.192096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -21920964.000000 Penalty: 5986.993164
	Iteration 39Q: 3 clusters Score -2.192096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -21920972.000000 Penalty: 5986.993164
	Iteration 40F: 3 clusters Score -2.192097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -21920972.000000 Penalty: 5986.993164
	Iteration 41Q: 3 clusters Score -2.192097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -21920972.000000 Penalty: 5986.993164
	Iteration 42Q: 3 clusters Score -2.192097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -21920952.000000 Penalty: 5986.993164
	Iteration 43Q: 3 clusters Score -2.192095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -21920952.000000 Penalty: 5986.993164
	Iteration 44Q: 3 clusters Score -2.192095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -21920952.000000 Penalty: 5986.993164
	Iteration 45Q: 3 clusters Score -2.192095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -21920944.000000 Penalty: 5986.993164
	Iteration 46Q: 3 clusters Score -2.192094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -21920934.000000 Penalty: 5986.993164
	Iteration 47Q: 3 clusters Score -2.192093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -21920928.000000 Penalty: 5986.993164
	Iteration 48Q: 3 clusters Score -2.192093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -21920942.000000 Penalty: 5986.993164
	Iteration 49Q: 3 clusters Score -2.192094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -21920936.000000 Penalty: 5986.993164
	Iteration 50Q: 3 clusters Score -2.192094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -21920936.000000 Penalty: 5986.993164
	Iteration 51Q: 3 clusters Score -2.192094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -21920950.000000 Penalty: 5986.993164
	Iteration 52Q: 3 clusters Score -2.192095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -21920954.000000 Penalty: 5986.993164
	Iteration 53Q: 3 clusters Score -2.192095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -21920954.000000 Penalty: 5986.993164
	Iteration 54Q: 3 clusters Score -2.192095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -21920960.000000 Penalty: 5986.993164
	Iteration 55Q: 3 clusters Score -2.192096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -21920946.000000 Penalty: 5986.993164
	Iteration 56Q: 3 clusters Score -2.192095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -21920964.000000 Penalty: 5986.993164
	Iteration 57Q: 3 clusters Score -2.192096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -21920954.000000 Penalty: 5986.993164
	Iteration 58Q: 3 clusters Score -2.192095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -21920958.000000 Penalty: 5986.993164
	Iteration 59Q: 3 clusters Score -2.192096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -21920958.000000 Penalty: 5986.993164
	Iteration 60F: 3 clusters Score -2.192096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -21920954.000000 Penalty: 5986.993164
	Iteration 61Q: 3 clusters Score -2.192095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -21920964.000000 Penalty: 5986.993164
	Iteration 62Q: 3 clusters Score -2.192096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -21920966.000000 Penalty: 5986.993164
	Iteration 63Q: 3 clusters Score -2.192097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -21920964.000000 Penalty: 5986.993164
	Iteration 64Q: 3 clusters Score -2.192096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -21920976.000000 Penalty: 5986.993164
	Iteration 65Q: 3 clusters Score -2.192098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -21920966.000000 Penalty: 5986.993164
	Iteration 66Q: 3 clusters Score -2.192097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -21920966.000000 Penalty: 5986.993164
	Iteration 67Q: 3 clusters Score -2.192097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -21920962.000000 Penalty: 5986.993164
	Iteration 68Q: 3 clusters Score -2.192096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -21920960.000000 Penalty: 5986.993164
	Iteration 69Q: 3 clusters Score -2.192096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -21920960.000000 Penalty: 5986.993164
	Iteration 70F: 3 clusters Score -2.192096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 170000 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 165377 members 
Mstep: Class 6 contains 78675 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 89184 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 95977 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171682 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 8739 members 
Entering Unmasked Estep 
Score: -105779200.000000 Penalty: 77923.179688
Splitting cluster 6 changes total score from -105778056.000000 to -105779200.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72114.500000 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72114.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72260.914062 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72260.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72333.984375 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -72333.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72368.609375 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72368.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72391.390625 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72391.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72422.500000 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72422.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72444.000000 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72457.250000 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72457.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72465.710938 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72465.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72468.617188 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -72468.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72468.617188 Penalty: 3180.261963
	Iteration 10F: 3 clusters Score -72468.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Entering Unmasked Estep 
Score: -10905379.000000 Penalty: 2826.817139
	Iteration 0F: 2 clusters Score -1.090538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -10845298.000000 Penalty: 5653.634277
	Iteration 0F: 3 clusters Score -1.08453e+07 nChanged 42121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10869397.000000 Penalty: 5653.634277
	Iteration 1F: 3 clusters Score -1.08694e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -10869818.000000 Penalty: 5653.634277
	Iteration 2Q: 3 clusters Score -1.086982e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -10870200.000000 Penalty: 5653.634277
	Iteration 3Q: 3 clusters Score -1.08702e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -10870586.000000 Penalty: 5653.634277
	Iteration 4Q: 3 clusters Score -1.087059e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -10870998.000000 Penalty: 5653.634277
	Iteration 5Q: 3 clusters Score -1.0871e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -10871432.000000 Penalty: 5653.634277
	Iteration 6Q: 3 clusters Score -1.087143e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -10871980.000000 Penalty: 5653.634277
	Iteration 7Q: 3 clusters Score -1.087198e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -10872601.000000 Penalty: 5653.634277
	Iteration 8Q: 3 clusters Score -1.08726e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -10873325.000000 Penalty: 5653.634277
	Iteration 9Q: 3 clusters Score -1.087332e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -10874193.000000 Penalty: 5653.634277
	Iteration 10Q: 3 clusters Score -1.087419e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -10875261.000000 Penalty: 5653.634277
	Iteration 11Q: 3 clusters Score -1.087526e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -10876572.000000 Penalty: 5653.634277
	Iteration 12Q: 3 clusters Score -1.087657e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -10878070.000000 Penalty: 5653.634277
	Iteration 13Q: 3 clusters Score -1.087807e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -10880032.000000 Penalty: 5653.634277
	Iteration 14Q: 3 clusters Score -1.088003e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -10882212.000000 Penalty: 5653.634277
	Iteration 15Q: 3 clusters Score -1.088221e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -10884375.000000 Penalty: 5653.634277
	Iteration 16Q: 3 clusters Score -1.088438e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -10885750.000000 Penalty: 5653.634277
	Iteration 17Q: 3 clusters Score -1.088575e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -10886551.000000 Penalty: 5653.634277
	Iteration 18Q: 3 clusters Score -1.088655e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -10886941.000000 Penalty: 5653.634277
	Iteration 19Q: 3 clusters Score -1.088694e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -10887223.000000 Penalty: 5653.634277
	Iteration 20F: 3 clusters Score -1.088722e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -10887476.000000 Penalty: 5653.634277
	Iteration 21Q: 3 clusters Score -1.088748e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -10887735.000000 Penalty: 5653.634277
	Iteration 22Q: 3 clusters Score -1.088774e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -10887990.000000 Penalty: 5653.634277
	Iteration 23Q: 3 clusters Score -1.088799e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -10888274.000000 Penalty: 5653.634277
	Iteration 24Q: 3 clusters Score -1.088827e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -10888658.000000 Penalty: 5653.634277
	Iteration 25Q: 3 clusters Score -1.088866e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -10888978.000000 Penalty: 5653.634277
	Iteration 26Q: 3 clusters Score -1.088898e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -10889500.000000 Penalty: 5653.634277
	Iteration 27Q: 3 clusters Score -1.08895e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -10890134.000000 Penalty: 5653.634277
	Iteration 28Q: 3 clusters Score -1.089013e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -10890758.000000 Penalty: 5653.634277
	Iteration 29Q: 3 clusters Score -1.089076e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -10891508.000000 Penalty: 5653.634277
	Iteration 30Q: 3 clusters Score -1.089151e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -10892256.000000 Penalty: 5653.634277
	Iteration 31Q: 3 clusters Score -1.089226e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -10893132.000000 Penalty: 5653.634277
	Iteration 32Q: 3 clusters Score -1.089313e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -10894228.000000 Penalty: 5653.634277
	Iteration 33Q: 3 clusters Score -1.089423e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -10895389.000000 Penalty: 5653.634277
	Iteration 34Q: 3 clusters Score -1.089539e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -10896573.000000 Penalty: 5653.634277
	Iteration 35Q: 3 clusters Score -1.089657e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -10897652.000000 Penalty: 5653.634277
	Iteration 36Q: 3 clusters Score -1.089765e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -10898730.000000 Penalty: 5653.634277
	Iteration 37Q: 3 clusters Score -1.089873e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -10899717.000000 Penalty: 5653.634277
	Iteration 38Q: 3 clusters Score -1.089972e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -10900608.000000 Penalty: 5653.634277
	Iteration 39Q: 3 clusters Score -1.090061e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -10901381.000000 Penalty: 5653.634277
	Iteration 40F: 3 clusters Score -1.090138e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -10901941.000000 Penalty: 5653.634277
	Iteration 41Q: 3 clusters Score -1.090194e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -10902318.000000 Penalty: 5653.634277
	Iteration 42Q: 3 clusters Score -1.090232e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -10902573.000000 Penalty: 5653.634277
	Iteration 43Q: 3 clusters Score -1.090257e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -10902713.000000 Penalty: 5653.634277
	Iteration 44Q: 3 clusters Score -1.090271e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -10902777.000000 Penalty: 5653.634277
	Iteration 45Q: 3 clusters Score -1.090278e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -10902836.000000 Penalty: 5653.634277
	Iteration 46Q: 3 clusters Score -1.090284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -10902871.000000 Penalty: 5653.634277
	Iteration 47Q: 3 clusters Score -1.090287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -10902902.000000 Penalty: 5653.634277
	Iteration 48Q: 3 clusters Score -1.09029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -10902913.000000 Penalty: 5653.634277
	Iteration 49Q: 3 clusters Score -1.090291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -10902920.000000 Penalty: 5653.634277
	Iteration 50Q: 3 clusters Score -1.090292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -10902927.000000 Penalty: 5653.634277
	Iteration 51Q: 3 clusters Score -1.090293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -10902925.000000 Penalty: 5653.634277
	Iteration 52Q: 3 clusters Score -1.090292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -10902923.000000 Penalty: 5653.634277
	Iteration 53Q: 3 clusters Score -1.090292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -10902944.000000 Penalty: 5653.634277
	Iteration 54Q: 3 clusters Score -1.090294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -10902941.000000 Penalty: 5653.634277
	Iteration 55Q: 3 clusters Score -1.090294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -10902935.000000 Penalty: 5653.634277
	Iteration 56Q: 3 clusters Score -1.090294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -10902937.000000 Penalty: 5653.634277
	Iteration 57Q: 3 clusters Score -1.090294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -10902954.000000 Penalty: 5653.634277
	Iteration 58Q: 3 clusters Score -1.090295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -10902970.000000 Penalty: 5653.634277
	Iteration 59Q: 3 clusters Score -1.090297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -10902973.000000 Penalty: 5653.634277
	Iteration 60F: 3 clusters Score -1.090297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -10902980.000000 Penalty: 5653.634277
	Iteration 61Q: 3 clusters Score -1.090298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -10902964.000000 Penalty: 5653.634277
	Iteration 62Q: 3 clusters Score -1.090296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -10902962.000000 Penalty: 5653.634277
	Iteration 63Q: 3 clusters Score -1.090296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -10902962.000000 Penalty: 5653.634277
	Iteration 64F: 3 clusters Score -1.090296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 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 91 members 
Entering Unmasked Estep 
Score: -17378.257812 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17378.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17468.365234 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17468.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17492.130859 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17492.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17492.130859 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -17492.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -134533.453125 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -134533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132543.578125 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -132543.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132879.093750 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -132879.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132967.203125 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -132967.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133015.046875 Penalty: 3495.136963
	Iteration 3Q: 3 clusters Score -133015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133066.421875 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -133066.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133101.343750 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -133101.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133142.921875 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -133142.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133176.421875 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -133176.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133216.953125 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -133217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133247.703125 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -133247.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133281.343750 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -133281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133312.656250 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -133312.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133340.640625 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -133340.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133383.984375 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -133384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133420.156250 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -133420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133465.109375 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -133465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133515.406250 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -133515.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133584.593750 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -133584.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133641.796875 Penalty: 3495.136963
	Iteration 18Q: 3 clusters Score -133641.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133714.781250 Penalty: 3495.136963
	Iteration 19Q: 3 clusters Score -133714.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133765.312500 Penalty: 3495.136963
	Iteration 20F: 3 clusters Score -133765.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133789.515625 Penalty: 3495.136963
	Iteration 21Q: 3 clusters Score -133789.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133807.328125 Penalty: 3495.136963
	Iteration 22Q: 3 clusters Score -133807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133812.421875 Penalty: 3495.136963
	Iteration 23Q: 3 clusters Score -133812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133817.671875 Penalty: 3495.136963
	Iteration 24Q: 3 clusters Score -133817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133819.000000 Penalty: 3495.136963
	Iteration 25Q: 3 clusters Score -133819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133820.578125 Penalty: 3495.136963
	Iteration 26Q: 3 clusters Score -133820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133821.875000 Penalty: 3495.136963
	Iteration 27Q: 3 clusters Score -133821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133823.843750 Penalty: 3495.136963
	Iteration 28Q: 3 clusters Score -133823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133823.843750 Penalty: 3495.136963
	Iteration 29F: 3 clusters Score -133823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 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 406 members 
Entering Unmasked Estep 
Score: -84237.453125 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84237.45 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84693.507812 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84693.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85026.992188 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -85026.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85273.679688 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -85273.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85489.257812 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -85489.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85692.351562 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -85692.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85885.953125 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85885.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85917.039062 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85917.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85936.289062 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85936.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85954.750000 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85954.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85973.367188 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85973.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85990.718750 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85990.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86015.609375 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -86015.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86034.695312 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -86034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86055.242188 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -86055.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86078.750000 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -86078.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86094.500000 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -86094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86121.382812 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -86121.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86133.156250 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -86133.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86136.460938 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -86136.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86144.726562 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -86144.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86148.843750 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -86148.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86151.312500 Penalty: 3299.179688
	Iteration 22Q: 3 clusters Score -86151.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86151.312500 Penalty: 3299.179688
	Iteration 23F: 3 clusters Score -86151.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 170000 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 165377 members 
Mstep: Class 6 contains 78675 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 89184 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 95977 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171682 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 420 members 
Entering Unmasked Estep 
Score: -105777560.000000 Penalty: 81311.140625
Splitting cluster 11 changes total score from -105778056.000000 to -105777560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Entering Unmasked Estep 
Score: -1066972.625000 Penalty: 2256.404053
	Iteration 0F: 2 clusters Score -1066973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1059968.375000 Penalty: 4512.808105
	Iteration 0F: 3 clusters Score -1059968 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1061969.625000 Penalty: 4512.808105
	Iteration 1F: 3 clusters Score -1061970 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1062276.500000 Penalty: 4512.808105
	Iteration 2F: 3 clusters Score -1062276 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1062578.375000 Penalty: 4512.808105
	Iteration 3F: 3 clusters Score -1062578 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1062919.250000 Penalty: 4512.808105
	Iteration 4Q: 3 clusters Score -1062919 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1063295.500000 Penalty: 4512.808105
	Iteration 5Q: 3 clusters Score -1063296 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1063667.375000 Penalty: 4512.808105
	Iteration 6F: 3 clusters Score -1063667 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1064017.125000 Penalty: 4512.808105
	Iteration 7F: 3 clusters Score -1064017 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1064305.250000 Penalty: 4512.808105
	Iteration 8F: 3 clusters Score -1064305 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1064536.125000 Penalty: 4512.808105
	Iteration 9Q: 3 clusters Score -1064536 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1064738.250000 Penalty: 4512.808105
	Iteration 10Q: 3 clusters Score -1064738 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1064883.000000 Penalty: 4512.808105
	Iteration 11Q: 3 clusters Score -1064883 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1065027.500000 Penalty: 4512.808105
	Iteration 12Q: 3 clusters Score -1065028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1065152.500000 Penalty: 4512.808105
	Iteration 13Q: 3 clusters Score -1065152 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1065241.125000 Penalty: 4512.808105
	Iteration 14Q: 3 clusters Score -1065241 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1065308.750000 Penalty: 4512.808105
	Iteration 15Q: 3 clusters Score -1065309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1065366.000000 Penalty: 4512.808105
	Iteration 16Q: 3 clusters Score -1065366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1065409.250000 Penalty: 4512.808105
	Iteration 17Q: 3 clusters Score -1065409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1065440.125000 Penalty: 4512.808105
	Iteration 18Q: 3 clusters Score -1065440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1065467.875000 Penalty: 4512.808105
	Iteration 19Q: 3 clusters Score -1065468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1065486.500000 Penalty: 4512.808105
	Iteration 20F: 3 clusters Score -1065486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1065502.375000 Penalty: 4512.808105
	Iteration 21Q: 3 clusters Score -1065502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1065524.500000 Penalty: 4512.808105
	Iteration 22Q: 3 clusters Score -1065524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1065545.000000 Penalty: 4512.808105
	Iteration 23Q: 3 clusters Score -1065545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1065561.250000 Penalty: 4512.808105
	Iteration 24Q: 3 clusters Score -1065561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1065585.125000 Penalty: 4512.808105
	Iteration 25Q: 3 clusters Score -1065585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1065606.750000 Penalty: 4512.808105
	Iteration 26Q: 3 clusters Score -1065607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1065635.375000 Penalty: 4512.808105
	Iteration 27Q: 3 clusters Score -1065635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1065654.250000 Penalty: 4512.808105
	Iteration 28Q: 3 clusters Score -1065654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1065680.625000 Penalty: 4512.808105
	Iteration 29Q: 3 clusters Score -1065681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1065702.375000 Penalty: 4512.808105
	Iteration 30Q: 3 clusters Score -1065702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1065725.375000 Penalty: 4512.808105
	Iteration 31Q: 3 clusters Score -1065725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1065756.625000 Penalty: 4512.808105
	Iteration 32Q: 3 clusters Score -1065757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1065790.375000 Penalty: 4512.808105
	Iteration 33Q: 3 clusters Score -1065790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1065832.375000 Penalty: 4512.808105
	Iteration 34Q: 3 clusters Score -1065832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1065859.375000 Penalty: 4512.808105
	Iteration 35Q: 3 clusters Score -1065859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1065879.625000 Penalty: 4512.808105
	Iteration 36Q: 3 clusters Score -1065880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1065890.625000 Penalty: 4512.808105
	Iteration 37Q: 3 clusters Score -1065891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1065896.250000 Penalty: 4512.808105
	Iteration 38Q: 3 clusters Score -1065896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1065901.625000 Penalty: 4512.808105
	Iteration 39Q: 3 clusters Score -1065902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1065904.000000 Penalty: 4512.808105
	Iteration 40F: 3 clusters Score -1065904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1065904.250000 Penalty: 4512.808105
	Iteration 41Q: 3 clusters Score -1065904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1065904.375000 Penalty: 4512.808105
	Iteration 42Q: 3 clusters Score -1065904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1065904.625000 Penalty: 4512.808105
	Iteration 43Q: 3 clusters Score -1065905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1065904.625000 Penalty: 4512.808105
	Iteration 44F: 3 clusters Score -1065905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25914.998047 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24718.279297 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24718.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24877.343750 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24877.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24918.576172 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24918.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24931.984375 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24931.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24938.683594 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24938.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24947.173828 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24947.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24951.964844 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24951.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24958.533203 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -24958.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24961.605469 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -24961.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24968.773438 Penalty: 2750.407959
	Iteration 9Q: 3 clusters Score -24968.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24995.013672 Penalty: 2750.407959
	Iteration 10Q: 3 clusters Score -24995.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25012.382812 Penalty: 2750.407959
	Iteration 11Q: 3 clusters Score -25012.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25012.382812 Penalty: 2750.407959
	Iteration 12F: 3 clusters Score -25012.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -97553.671875 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -97553.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95709.851562 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -95709.85 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -96069.132812 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -96069.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96284.015625 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -96284.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96471.828125 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -96471.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96586.367188 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -96586.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96700.296875 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -96700.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96786.039062 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -96786.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96873.289062 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -96873.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96953.335938 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -96953.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97017.132812 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -97017.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97071.734375 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -97071.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97120.742188 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -97120.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97156.562500 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -97156.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97174.414062 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -97174.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97185.039062 Penalty: 3375.638428
	Iteration 14Q: 3 clusters Score -97185.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97205.273438 Penalty: 3375.638428
	Iteration 15Q: 3 clusters Score -97205.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97222.445312 Penalty: 3375.638428
	Iteration 16Q: 3 clusters Score -97222.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97254.617188 Penalty: 3375.638428
	Iteration 17Q: 3 clusters Score -97254.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97286.640625 Penalty: 3375.638428
	Iteration 18Q: 3 clusters Score -97286.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97308.109375 Penalty: 3375.638428
	Iteration 19Q: 3 clusters Score -97308.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97318.664062 Penalty: 3375.638428
	Iteration 20F: 3 clusters Score -97318.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97329.601562 Penalty: 3375.638428
	Iteration 21Q: 3 clusters Score -97329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97346.820312 Penalty: 3375.638428
	Iteration 22Q: 3 clusters Score -97346.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97358.210938 Penalty: 3375.638428
	Iteration 23Q: 3 clusters Score -97358.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97373.476562 Penalty: 3375.638428
	Iteration 24Q: 3 clusters Score -97373.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97380.882812 Penalty: 3375.638428
	Iteration 25Q: 3 clusters Score -97380.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97387.031250 Penalty: 3375.638428
	Iteration 26Q: 3 clusters Score -97387.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97398.203125 Penalty: 3375.638428
	Iteration 27Q: 3 clusters Score -97398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97402.265625 Penalty: 3375.638428
	Iteration 28Q: 3 clusters Score -97402.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97409.921875 Penalty: 3375.638428
	Iteration 29Q: 3 clusters Score -97409.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97412.171875 Penalty: 3375.638428
	Iteration 30Q: 3 clusters Score -97412.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97413.476562 Penalty: 3375.638428
	Iteration 31Q: 3 clusters Score -97413.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97418.046875 Penalty: 3375.638428
	Iteration 32Q: 3 clusters Score -97418.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97420.156250 Penalty: 3375.638428
	Iteration 33Q: 3 clusters Score -97420.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97420.156250 Penalty: 3375.638428
	Iteration 34F: 3 clusters Score -97420.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Entering Unmasked Estep 
Score: -2356626.000000 Penalty: 2436.676758
	Iteration 0F: 2 clusters Score -2356626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2343489.750000 Penalty: 4873.353516
	Iteration 0F: 3 clusters Score -2343490 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2347965.000000 Penalty: 4873.353516
	Iteration 1F: 3 clusters Score -2347965 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2348496.000000 Penalty: 4873.353516
	Iteration 2F: 3 clusters Score -2348496 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2348992.500000 Penalty: 4873.353516
	Iteration 3F: 3 clusters Score -2348992 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2349500.000000 Penalty: 4873.353516
	Iteration 4F: 3 clusters Score -2349500 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2350065.500000 Penalty: 4873.353516
	Iteration 5F: 3 clusters Score -2350066 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2350716.750000 Penalty: 4873.353516
	Iteration 6F: 3 clusters Score -2350717 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2351441.000000 Penalty: 4873.353516
	Iteration 7F: 3 clusters Score -2351441 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2352141.500000 Penalty: 4873.353516
	Iteration 8F: 3 clusters Score -2352142 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2352789.500000 Penalty: 4873.353516
	Iteration 9Q: 3 clusters Score -2352790 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2353263.250000 Penalty: 4873.353516
	Iteration 10Q: 3 clusters Score -2353263 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2353533.500000 Penalty: 4873.353516
	Iteration 11Q: 3 clusters Score -2353534 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2353714.250000 Penalty: 4873.353516
	Iteration 12Q: 3 clusters Score -2353714 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2353845.000000 Penalty: 4873.353516
	Iteration 13Q: 3 clusters Score -2353845 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2353941.250000 Penalty: 4873.353516
	Iteration 14Q: 3 clusters Score -2353941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2354002.500000 Penalty: 4873.353516
	Iteration 15Q: 3 clusters Score -2354002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2354054.750000 Penalty: 4873.353516
	Iteration 16Q: 3 clusters Score -2354055 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2354104.500000 Penalty: 4873.353516
	Iteration 17Q: 3 clusters Score -2354104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2354137.000000 Penalty: 4873.353516
	Iteration 18Q: 3 clusters Score -2354137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2354169.500000 Penalty: 4873.353516
	Iteration 19Q: 3 clusters Score -2354170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2354200.000000 Penalty: 4873.353516
	Iteration 20F: 3 clusters Score -2354200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2354230.750000 Penalty: 4873.353516
	Iteration 21Q: 3 clusters Score -2354231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2354244.500000 Penalty: 4873.353516
	Iteration 22Q: 3 clusters Score -2354244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2354255.500000 Penalty: 4873.353516
	Iteration 23Q: 3 clusters Score -2354256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2354283.000000 Penalty: 4873.353516
	Iteration 24Q: 3 clusters Score -2354283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2354308.250000 Penalty: 4873.353516
	Iteration 25Q: 3 clusters Score -2354308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2354336.500000 Penalty: 4873.353516
	Iteration 26Q: 3 clusters Score -2354336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2354363.500000 Penalty: 4873.353516
	Iteration 27Q: 3 clusters Score -2354364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2354387.750000 Penalty: 4873.353516
	Iteration 28Q: 3 clusters Score -2354388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2354405.750000 Penalty: 4873.353516
	Iteration 29Q: 3 clusters Score -2354406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2354422.250000 Penalty: 4873.353516
	Iteration 30Q: 3 clusters Score -2354422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2354440.750000 Penalty: 4873.353516
	Iteration 31Q: 3 clusters Score -2354441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2354460.500000 Penalty: 4873.353516
	Iteration 32Q: 3 clusters Score -2354460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2354486.750000 Penalty: 4873.353516
	Iteration 33Q: 3 clusters Score -2354487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2354494.000000 Penalty: 4873.353516
	Iteration 34Q: 3 clusters Score -2354494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2354513.500000 Penalty: 4873.353516
	Iteration 35Q: 3 clusters Score -2354514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2354538.500000 Penalty: 4873.353516
	Iteration 36Q: 3 clusters Score -2354538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2354571.250000 Penalty: 4873.353516
	Iteration 37Q: 3 clusters Score -2354571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2354591.000000 Penalty: 4873.353516
	Iteration 38Q: 3 clusters Score -2354591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2354603.250000 Penalty: 4873.353516
	Iteration 39Q: 3 clusters Score -2354603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2354623.000000 Penalty: 4873.353516
	Iteration 40F: 3 clusters Score -2354623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2354630.500000 Penalty: 4873.353516
	Iteration 41Q: 3 clusters Score -2354630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2354643.750000 Penalty: 4873.353516
	Iteration 42Q: 3 clusters Score -2354644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2354655.500000 Penalty: 4873.353516
	Iteration 43Q: 3 clusters Score -2354656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2354656.250000 Penalty: 4873.353516
	Iteration 44Q: 3 clusters Score -2354656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2354662.000000 Penalty: 4873.353516
	Iteration 45Q: 3 clusters Score -2354662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2354666.750000 Penalty: 4873.353516
	Iteration 46Q: 3 clusters Score -2354667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2354669.750000 Penalty: 4873.353516
	Iteration 47Q: 3 clusters Score -2354670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2354671.500000 Penalty: 4873.353516
	Iteration 48Q: 3 clusters Score -2354672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2354675.000000 Penalty: 4873.353516
	Iteration 49Q: 3 clusters Score -2354675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2354676.000000 Penalty: 4873.353516
	Iteration 50Q: 3 clusters Score -2354676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2354677.250000 Penalty: 4873.353516
	Iteration 51Q: 3 clusters Score -2354677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2354677.250000 Penalty: 4873.353516
	Iteration 52F: 3 clusters Score -2354677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -1115194.250000 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -1115194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1108290.875000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -1108291 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1110367.125000 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -1110367 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1110665.000000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -1110665 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1110856.125000 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -1110856 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1111000.625000 Penalty: 4501.359863
	Iteration 4Q: 3 clusters Score -1111001 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1111141.500000 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -1111142 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1111268.375000 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -1111268 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1111355.125000 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -1111355 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1111434.125000 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -1111434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1111532.000000 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -1111532 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1111624.375000 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -1111624 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1111695.375000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -1111695 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1111759.750000 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -1111760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1111803.125000 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -1111803 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1111850.500000 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -1111850 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1111903.125000 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -1111903 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1111942.750000 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -1111943 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1111975.000000 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -1111975 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1112009.250000 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -1112009 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1112051.250000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -1112051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1112086.625000 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -1112087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1112119.750000 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -1112120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1112144.375000 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -1112144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1112173.375000 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -1112173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1112202.750000 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -1112203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1112229.875000 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -1112230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1112274.125000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -1112274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1112317.750000 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -1112318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1112356.875000 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -1112357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1112391.375000 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -1112391 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1112422.125000 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -1112422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1112454.500000 Penalty: 4501.359863
	Iteration 31Q: 3 clusters Score -1112454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1112484.375000 Penalty: 4501.359863
	Iteration 32Q: 3 clusters Score -1112484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1112503.125000 Penalty: 4501.359863
	Iteration 33Q: 3 clusters Score -1112503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1112522.250000 Penalty: 4501.359863
	Iteration 34Q: 3 clusters Score -1112522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1112546.250000 Penalty: 4501.359863
	Iteration 35Q: 3 clusters Score -1112546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1112574.875000 Penalty: 4501.359863
	Iteration 36Q: 3 clusters Score -1112575 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1112602.750000 Penalty: 4501.359863
	Iteration 37Q: 3 clusters Score -1112603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1112638.000000 Penalty: 4501.359863
	Iteration 38Q: 3 clusters Score -1112638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1112675.875000 Penalty: 4501.359863
	Iteration 39Q: 3 clusters Score -1112676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1112728.875000 Penalty: 4501.359863
	Iteration 40F: 3 clusters Score -1112729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1112772.750000 Penalty: 4501.359863
	Iteration 41Q: 3 clusters Score -1112773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1112811.250000 Penalty: 4501.359863
	Iteration 42Q: 3 clusters Score -1112811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1112849.375000 Penalty: 4501.359863
	Iteration 43Q: 3 clusters Score -1112849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1112878.875000 Penalty: 4501.359863
	Iteration 44Q: 3 clusters Score -1112879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1112901.000000 Penalty: 4501.359863
	Iteration 45Q: 3 clusters Score -1112901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1112922.250000 Penalty: 4501.359863
	Iteration 46Q: 3 clusters Score -1112922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1112938.625000 Penalty: 4501.359863
	Iteration 47Q: 3 clusters Score -1112939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1112955.375000 Penalty: 4501.359863
	Iteration 48Q: 3 clusters Score -1112955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1112978.375000 Penalty: 4501.359863
	Iteration 49Q: 3 clusters Score -1112978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1112997.250000 Penalty: 4501.359863
	Iteration 50Q: 3 clusters Score -1112997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1113016.500000 Penalty: 4501.359863
	Iteration 51Q: 3 clusters Score -1113016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1113029.500000 Penalty: 4501.359863
	Iteration 52Q: 3 clusters Score -1113030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1113042.375000 Penalty: 4501.359863
	Iteration 53Q: 3 clusters Score -1113042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1113056.375000 Penalty: 4501.359863
	Iteration 54Q: 3 clusters Score -1113056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1113064.625000 Penalty: 4501.359863
	Iteration 55Q: 3 clusters Score -1113065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1113071.000000 Penalty: 4501.359863
	Iteration 56Q: 3 clusters Score -1113071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1113077.125000 Penalty: 4501.359863
	Iteration 57Q: 3 clusters Score -1113077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1113085.625000 Penalty: 4501.359863
	Iteration 58Q: 3 clusters Score -1113086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1113090.375000 Penalty: 4501.359863
	Iteration 59Q: 3 clusters Score -1113090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1113096.250000 Penalty: 4501.359863
	Iteration 60F: 3 clusters Score -1113096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1113106.000000 Penalty: 4501.359863
	Iteration 61Q: 3 clusters Score -1113106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1113113.250000 Penalty: 4501.359863
	Iteration 62Q: 3 clusters Score -1113113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1113121.375000 Penalty: 4501.359863
	Iteration 63Q: 3 clusters Score -1113121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1113132.125000 Penalty: 4501.359863
	Iteration 64Q: 3 clusters Score -1113132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1113144.750000 Penalty: 4501.359863
	Iteration 65Q: 3 clusters Score -1113145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1113149.625000 Penalty: 4501.359863
	Iteration 66Q: 3 clusters Score -1113150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1113158.625000 Penalty: 4501.359863
	Iteration 67Q: 3 clusters Score -1113159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1113165.375000 Penalty: 4501.359863
	Iteration 68Q: 3 clusters Score -1113165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1113175.375000 Penalty: 4501.359863
	Iteration 69Q: 3 clusters Score -1113175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1113184.000000 Penalty: 4501.359863
	Iteration 70Q: 3 clusters Score -1113184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1113191.500000 Penalty: 4501.359863
	Iteration 71Q: 3 clusters Score -1113192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1113201.000000 Penalty: 4501.359863
	Iteration 72Q: 3 clusters Score -1113201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1113209.500000 Penalty: 4501.359863
	Iteration 73Q: 3 clusters Score -1113210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1113221.625000 Penalty: 4501.359863
	Iteration 74Q: 3 clusters Score -1113222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1113229.125000 Penalty: 4501.359863
	Iteration 75Q: 3 clusters Score -1113229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1113233.750000 Penalty: 4501.359863
	Iteration 76Q: 3 clusters Score -1113234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1113239.625000 Penalty: 4501.359863
	Iteration 77Q: 3 clusters Score -1113240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1113243.125000 Penalty: 4501.359863
	Iteration 78Q: 3 clusters Score -1113243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1113247.125000 Penalty: 4501.359863
	Iteration 79Q: 3 clusters Score -1113247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1113248.875000 Penalty: 4501.359863
	Iteration 80F: 3 clusters Score -1113249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1113253.000000 Penalty: 4501.359863
	Iteration 81Q: 3 clusters Score -1113253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1113259.375000 Penalty: 4501.359863
	Iteration 82Q: 3 clusters Score -1113259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1113264.750000 Penalty: 4501.359863
	Iteration 83Q: 3 clusters Score -1113265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1113269.375000 Penalty: 4501.359863
	Iteration 84Q: 3 clusters Score -1113269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1113275.500000 Penalty: 4501.359863
	Iteration 85Q: 3 clusters Score -1113276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1113278.250000 Penalty: 4501.359863
	Iteration 86Q: 3 clusters Score -1113278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1113278.750000 Penalty: 4501.359863
	Iteration 87Q: 3 clusters Score -1113279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1113280.000000 Penalty: 4501.359863
	Iteration 88Q: 3 clusters Score -1113280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1113283.250000 Penalty: 4501.359863
	Iteration 89Q: 3 clusters Score -1113283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1113287.500000 Penalty: 4501.359863
	Iteration 90Q: 3 clusters Score -1113288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1113287.750000 Penalty: 4501.359863
	Iteration 91Q: 3 clusters Score -1113288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1113290.875000 Penalty: 4501.359863
	Iteration 92Q: 3 clusters Score -1113291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1113291.125000 Penalty: 4501.359863
	Iteration 93Q: 3 clusters Score -1113291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1113293.250000 Penalty: 4501.359863
	Iteration 94Q: 3 clusters Score -1113293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1113293.750000 Penalty: 4501.359863
	Iteration 95Q: 3 clusters Score -1113294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1113293.750000 Penalty: 4501.359863
	Iteration 96F: 3 clusters Score -1113294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -34034.246094 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -34034.25 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 166 members 
Entering Unmasked Estep 
Score: -32786.945312 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -32786.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32957.023438 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -32957.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33004.324219 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -33004.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33043.640625 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -33043.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33073.660156 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -33073.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33080.996094 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -33081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33093.378906 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -33093.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33094.707031 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -33094.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33094.707031 Penalty: 2874.844727
	Iteration 8F: 3 clusters Score -33094.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -29432.595703 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -29432.6 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 157 members 
Entering Unmasked Estep 
Score: -28171.382812 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -28171.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28312.876953 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28312.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28484.740234 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28484.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28622.826172 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -28622.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29033.427734 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -29033.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29202.812500 Penalty: 2832.371582
	Iteration 5F: 3 clusters Score -29202.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29289.828125 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -29289.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29358.761719 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -29358.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29460.398438 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -29460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -29530.908203 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -29530.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -29541.177734 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -29541.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -29541.177734 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -29541.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 170000 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 165377 members 
Mstep: Class 6 contains 78675 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 89184 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 95977 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 20 contains 171682 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 75 members 
Entering Unmasked Estep 
Score: -105777360.000000 Penalty: 81311.140625
Splitting cluster 19 changes total score from -105778056.000000 to -105777360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (171682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Entering Unmasked Estep 
Score: -21652572.000000 Penalty: 2989.242920
	Iteration 0F: 2 clusters Score -2.165257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -21542542.000000 Penalty: 5978.485840
	Iteration 0F: 3 clusters Score -2.154254e+07 nChanged 82094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -21589760.000000 Penalty: 5978.485840
	Iteration 1F: 3 clusters Score -2.158976e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -21590644.000000 Penalty: 5978.485840
	Iteration 2Q: 3 clusters Score -2.159064e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -21591518.000000 Penalty: 5978.485840
	Iteration 3Q: 3 clusters Score -2.159152e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -21592400.000000 Penalty: 5978.485840
	Iteration 4Q: 3 clusters Score -2.15924e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -21593558.000000 Penalty: 5978.485840
	Iteration 5Q: 3 clusters Score -2.159356e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -21595504.000000 Penalty: 5978.485840
	Iteration 6Q: 3 clusters Score -2.15955e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -21598672.000000 Penalty: 5978.485840
	Iteration 7Q: 3 clusters Score -2.159867e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -21604164.000000 Penalty: 5978.485840
	Iteration 8F: 3 clusters Score -2.160416e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -21614008.000000 Penalty: 5978.485840
	Iteration 9F: 3 clusters Score -2.161401e+07 nChanged 14979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -21627856.000000 Penalty: 5978.485840
	Iteration 10F: 3 clusters Score -2.162786e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -21640266.000000 Penalty: 5978.485840
	Iteration 11F: 3 clusters Score -2.164027e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -21646572.000000 Penalty: 5978.485840
	Iteration 12Q: 3 clusters Score -2.164657e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170013 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21648818.000000 Penalty: 5978.485840
	Iteration 13Q: 3 clusters Score -2.164882e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21649516.000000 Penalty: 5978.485840
	Iteration 14Q: 3 clusters Score -2.164952e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21649744.000000 Penalty: 5978.485840
	Iteration 15Q: 3 clusters Score -2.164974e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171380 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21649826.000000 Penalty: 5978.485840
	Iteration 16Q: 3 clusters Score -2.164983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21649876.000000 Penalty: 5978.485840
	Iteration 17Q: 3 clusters Score -2.164988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21649900.000000 Penalty: 5978.485840
	Iteration 18Q: 3 clusters Score -2.16499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21649952.000000 Penalty: 5978.485840
	Iteration 19Q: 3 clusters Score -2.164995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21649978.000000 Penalty: 5978.485840
	Iteration 20F: 3 clusters Score -2.164998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21649994.000000 Penalty: 5978.485840
	Iteration 21Q: 3 clusters Score -2.164999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21649988.000000 Penalty: 5978.485840
	Iteration 22Q: 3 clusters Score -2.164999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21649996.000000 Penalty: 5978.485840
	Iteration 23Q: 3 clusters Score -2.165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21649988.000000 Penalty: 5978.485840
	Iteration 24Q: 3 clusters Score -2.164999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21649988.000000 Penalty: 5978.485840
	Iteration 25F: 3 clusters Score -2.164999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -191957.468750 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -191957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -189654.390625 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -189654.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190222.046875 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -190222 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -190582.000000 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -190582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190898.593750 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -190898.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -191214.328125 Penalty: 3680.904053
	Iteration 4F: 3 clusters Score -191214.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191521.812500 Penalty: 3680.904053
	Iteration 5F: 3 clusters Score -191521.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191616.546875 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -191616.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191697.484375 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -191697.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -191748.281250 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -191748.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -191770.984375 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -191771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -191802.390625 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -191802.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -191829.968750 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -191830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -191853.968750 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -191854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -191875.078125 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -191875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -191882.890625 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -191882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -191894.296875 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -191894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -191902.218750 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -191902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -191911.953125 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -191912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -191916.593750 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -191916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -191923.703125 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -191923.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -191932.187500 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -191932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -191949.734375 Penalty: 3680.904053
	Iteration 21Q: 3 clusters Score -191949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -191950.765625 Penalty: 3680.904053
	Iteration 22Q: 3 clusters Score -191950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -191952.234375 Penalty: 3680.904053
	Iteration 23Q: 3 clusters Score -191952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -191954.125000 Penalty: 3680.904053
	Iteration 24Q: 3 clusters Score -191954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -191955.109375 Penalty: 3680.904053
	Iteration 25Q: 3 clusters Score -191955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -191955.109375 Penalty: 3680.904053
	Iteration 26F: 3 clusters Score -191955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Entering Unmasked Estep 
Score: -2355183.750000 Penalty: 2436.770752
	Iteration 0F: 2 clusters Score -2355184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2342057.500000 Penalty: 4873.541504
	Iteration 0F: 3 clusters Score -2342058 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2346238.250000 Penalty: 4873.541504
	Iteration 1F: 3 clusters Score -2346238 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2346596.250000 Penalty: 4873.541504
	Iteration 2F: 3 clusters Score -2346596 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2346869.750000 Penalty: 4873.541504
	Iteration 3Q: 3 clusters Score -2346870 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2347129.500000 Penalty: 4873.541504
	Iteration 4Q: 3 clusters Score -2347130 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2347374.000000 Penalty: 4873.541504
	Iteration 5Q: 3 clusters Score -2347374 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2347631.250000 Penalty: 4873.541504
	Iteration 6Q: 3 clusters Score -2347631 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2347951.250000 Penalty: 4873.541504
	Iteration 7Q: 3 clusters Score -2347951 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2348403.750000 Penalty: 4873.541504
	Iteration 8Q: 3 clusters Score -2348404 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2349038.000000 Penalty: 4873.541504
	Iteration 9Q: 3 clusters Score -2349038 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2349825.000000 Penalty: 4873.541504
	Iteration 10F: 3 clusters Score -2349825 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2350590.500000 Penalty: 4873.541504
	Iteration 11F: 3 clusters Score -2350590 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2351257.250000 Penalty: 4873.541504
	Iteration 12Q: 3 clusters Score -2351257 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2351774.000000 Penalty: 4873.541504
	Iteration 13Q: 3 clusters Score -2351774 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2352147.500000 Penalty: 4873.541504
	Iteration 14Q: 3 clusters Score -2352148 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2352420.000000 Penalty: 4873.541504
	Iteration 15Q: 3 clusters Score -2352420 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2352625.000000 Penalty: 4873.541504
	Iteration 16Q: 3 clusters Score -2352625 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2352754.500000 Penalty: 4873.541504
	Iteration 17Q: 3 clusters Score -2352754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2352856.750000 Penalty: 4873.541504
	Iteration 18Q: 3 clusters Score -2352857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2352927.000000 Penalty: 4873.541504
	Iteration 19Q: 3 clusters Score -2352927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2352971.250000 Penalty: 4873.541504
	Iteration 20F: 3 clusters Score -2352971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2353017.250000 Penalty: 4873.541504
	Iteration 21Q: 3 clusters Score -2353017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2353051.750000 Penalty: 4873.541504
	Iteration 22Q: 3 clusters Score -2353052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2353072.000000 Penalty: 4873.541504
	Iteration 23Q: 3 clusters Score -2353072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2353086.500000 Penalty: 4873.541504
	Iteration 24Q: 3 clusters Score -2353086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2353096.250000 Penalty: 4873.541504
	Iteration 25Q: 3 clusters Score -2353096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2353103.000000 Penalty: 4873.541504
	Iteration 26Q: 3 clusters Score -2353103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2353104.750000 Penalty: 4873.541504
	Iteration 27Q: 3 clusters Score -2353105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2353108.000000 Penalty: 4873.541504
	Iteration 28Q: 3 clusters Score -2353108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2353113.000000 Penalty: 4873.541504
	Iteration 29Q: 3 clusters Score -2353113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2353114.250000 Penalty: 4873.541504
	Iteration 30Q: 3 clusters Score -2353114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2353116.250000 Penalty: 4873.541504
	Iteration 31Q: 3 clusters Score -2353116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2353121.750000 Penalty: 4873.541504
	Iteration 32Q: 3 clusters Score -2353122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2353123.500000 Penalty: 4873.541504
	Iteration 33Q: 3 clusters Score -2353124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2353126.500000 Penalty: 4873.541504
	Iteration 34Q: 3 clusters Score -2353126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2353129.250000 Penalty: 4873.541504
	Iteration 35Q: 3 clusters Score -2353129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2353129.250000 Penalty: 4873.541504
	Iteration 36Q: 3 clusters Score -2353129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2353129.750000 Penalty: 4873.541504
	Iteration 37Q: 3 clusters Score -2353130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2353130.250000 Penalty: 4873.541504
	Iteration 38Q: 3 clusters Score -2353130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2353132.750000 Penalty: 4873.541504
	Iteration 39Q: 3 clusters Score -2353133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2353132.750000 Penalty: 4873.541504
	Iteration 40F: 3 clusters Score -2353133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -1117587.500000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -1117588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1110743.500000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -1110744 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1112584.250000 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -1112584 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1112842.875000 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -1112843 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1113013.500000 Penalty: 4501.473145
	Iteration 3Q: 3 clusters Score -1113014 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1113125.750000 Penalty: 4501.473145
	Iteration 4Q: 3 clusters Score -1113126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1113210.250000 Penalty: 4501.473145
	Iteration 5Q: 3 clusters Score -1113210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1113274.500000 Penalty: 4501.473145
	Iteration 6Q: 3 clusters Score -1113274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1113328.750000 Penalty: 4501.473145
	Iteration 7Q: 3 clusters Score -1113329 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1113375.875000 Penalty: 4501.473145
	Iteration 8Q: 3 clusters Score -1113376 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1113420.500000 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -1113420 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1113456.750000 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -1113457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1113493.750000 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -1113494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1113526.875000 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -1113527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1113559.500000 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -1113560 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1113601.375000 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -1113601 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1113647.750000 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -1113648 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1113702.250000 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -1113702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1113758.125000 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -1113758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1113818.250000 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -1113818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1113881.125000 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -1113881 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1113968.375000 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -1113968 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1114061.875000 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -1114062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1114151.125000 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -1114151 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1114257.000000 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -1114257 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1114386.875000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -1114387 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1114535.375000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -1114535 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1114698.625000 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -1114699 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1114855.000000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -1114855 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1115008.875000 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -1115009 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1115152.625000 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -1115153 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1115251.625000 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -1115252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1115317.000000 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -1115317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1115374.125000 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -1115374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1115416.375000 Penalty: 4501.473145
	Iteration 33Q: 3 clusters Score -1115416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1115469.125000 Penalty: 4501.473145
	Iteration 34Q: 3 clusters Score -1115469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1115502.000000 Penalty: 4501.473145
	Iteration 35Q: 3 clusters Score -1115502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1115512.625000 Penalty: 4501.473145
	Iteration 36Q: 3 clusters Score -1115513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1115525.375000 Penalty: 4501.473145
	Iteration 37Q: 3 clusters Score -1115525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1115533.125000 Penalty: 4501.473145
	Iteration 38Q: 3 clusters Score -1115533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1115538.625000 Penalty: 4501.473145
	Iteration 39Q: 3 clusters Score -1115539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1115544.750000 Penalty: 4501.473145
	Iteration 40F: 3 clusters Score -1115545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1115553.625000 Penalty: 4501.473145
	Iteration 41Q: 3 clusters Score -1115554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1115559.250000 Penalty: 4501.473145
	Iteration 42Q: 3 clusters Score -1115559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1115566.000000 Penalty: 4501.473145
	Iteration 43Q: 3 clusters Score -1115566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1115571.750000 Penalty: 4501.473145
	Iteration 44Q: 3 clusters Score -1115572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1115577.125000 Penalty: 4501.473145
	Iteration 45Q: 3 clusters Score -1115577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1115580.750000 Penalty: 4501.473145
	Iteration 46Q: 3 clusters Score -1115581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1115580.500000 Penalty: 4501.473145
	Iteration 47Q: 3 clusters Score -1115580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1115581.250000 Penalty: 4501.473145
	Iteration 48Q: 3 clusters Score -1115581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1115584.625000 Penalty: 4501.473145
	Iteration 49Q: 3 clusters Score -1115585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1115585.375000 Penalty: 4501.473145
	Iteration 50Q: 3 clusters Score -1115585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1115586.000000 Penalty: 4501.473145
	Iteration 51Q: 3 clusters Score -1115586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1115586.875000 Penalty: 4501.473145
	Iteration 52Q: 3 clusters Score -1115587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1115586.875000 Penalty: 4501.473145
	Iteration 53F: 3 clusters Score -1115587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 170000 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 165377 members 
Mstep: Class 6 contains 78675 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 89184 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171682 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 8739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781144.000000 Penalty: 77923.179688
Iteration 319Q: 24 clusters Score -1.057811e+08 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 169860 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 165263 members 
Mstep: Class 6 contains 79542 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 88190 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 18193 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 97146 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171429 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 8649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781704.000000 Penalty: 77923.179688
Iteration 320F: 24 clusters Score -1.057817e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 169717 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 165107 members 
Mstep: Class 6 contains 80352 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 87352 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 17947 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 97903 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171375 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 18174 members 
Mstep: Class 23 contains 8575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781472.000000 Penalty: 77923.179688
Iteration 321Q: 24 clusters Score -1.057815e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 169495 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 164960 members 
Mstep: Class 6 contains 80985 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 86645 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 17757 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 98775 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171240 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 18084 members 
Mstep: Class 23 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781472.000000 Penalty: 77923.179688
Iteration 322Q: 24 clusters Score -1.057815e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 169203 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 164816 members 
Mstep: Class 6 contains 81530 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85995 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 99705 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171131 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 18006 members 
Mstep: Class 23 contains 8508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781464.000000 Penalty: 77923.179688
Iteration 323Q: 24 clusters Score -1.057815e+08 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 168837 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 164642 members 
Mstep: Class 6 contains 81996 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 85408 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 17374 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 100685 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171077 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 17933 members 
Mstep: Class 23 contains 8481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105781872.000000 Penalty: 77923.179688
Iteration 324Q: 24 clusters Score -1.057819e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 168425 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 164379 members 
Mstep: Class 6 contains 82341 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84895 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8949 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 101726 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171143 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 17842 members 
Mstep: Class 23 contains 8460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105782264.000000 Penalty: 77923.179688
Iteration 325Q: 24 clusters Score -1.057823e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 167983 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 164110 members 
Mstep: Class 6 contains 82641 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84436 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 102813 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171198 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 17754 members 
Mstep: Class 23 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105782736.000000 Penalty: 77923.179688
Iteration 326Q: 24 clusters Score -1.057827e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 167513 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 163837 members 
Mstep: Class 6 contains 82889 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 84012 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 103873 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171279 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 17687 members 
Mstep: Class 23 contains 8411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105782688.000000 Penalty: 77923.179688
Iteration 327Q: 24 clusters Score -1.057827e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 167114 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 163510 members 
Mstep: Class 6 contains 83076 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 83652 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8806 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 104973 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171305 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 17627 members 
Mstep: Class 23 contains 8391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105783720.000000 Penalty: 77923.179688
Iteration 328Q: 24 clusters Score -1.057837e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 166814 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 163104 members 
Mstep: Class 6 contains 83222 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 83323 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16733 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 106126 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171282 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 17556 members 
Mstep: Class 23 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105783840.000000 Penalty: 77923.179688
Iteration 329Q: 24 clusters Score -1.057838e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 166527 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 162626 members 
Mstep: Class 6 contains 83338 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 83020 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 107369 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171181 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 17493 members 
Mstep: Class 23 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105784264.000000 Penalty: 77923.179688
Iteration 330Q: 24 clusters Score -1.057843e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 166200 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 162159 members 
Mstep: Class 6 contains 83448 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 82714 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16546 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 108638 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171103 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 17427 members 
Mstep: Class 23 contains 8338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105784944.000000 Penalty: 77923.179688
Iteration 331Q: 24 clusters Score -1.057849e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 165861 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 161679 members 
Mstep: Class 6 contains 83530 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 82440 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8589 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16437 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 109902 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171069 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 17369 members 
Mstep: Class 23 contains 8332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785496.000000 Penalty: 77923.179688
Iteration 332Q: 24 clusters Score -1.057855e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 165483 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 161192 members 
Mstep: Class 6 contains 83540 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 82172 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8530 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16348 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 111284 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 171025 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 17313 members 
Mstep: Class 23 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785680.000000 Penalty: 77923.179688
Iteration 333Q: 24 clusters Score -1.057857e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 165162 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1666 members 
Mstep: Class 5 contains 160669 members 
Mstep: Class 6 contains 83543 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 81900 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16262 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 112658 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170972 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 8297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785864.000000 Penalty: 77923.179688
Iteration 334Q: 24 clusters Score -1.057859e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 164897 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 160114 members 
Mstep: Class 6 contains 83531 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 81633 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16177 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 114061 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170877 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 17217 members 
Mstep: Class 23 contains 8280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105785912.000000 Penalty: 77923.179688
Iteration 335Q: 24 clusters Score -1.057859e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 164574 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 159524 members 
Mstep: Class 6 contains 83471 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 81411 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8382 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 115483 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170872 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 8273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105786200.000000 Penalty: 77923.179688
Iteration 336Q: 24 clusters Score -1.057862e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 164281 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 158904 members 
Mstep: Class 6 contains 83388 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 16033 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 116947 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170828 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 17086 members 
Mstep: Class 23 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105786768.000000 Penalty: 77923.179688
Iteration 337Q: 24 clusters Score -1.057868e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 164015 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 158273 members 
Mstep: Class 6 contains 83305 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80992 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15980 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 118436 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170711 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 17028 members 
Mstep: Class 23 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 338Q: 24 clusters Score -1.05787e+08 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 163805 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 157638 members 
Mstep: Class 6 contains 83245 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80781 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15918 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 119887 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170557 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 16972 members 
Mstep: Class 23 contains 8234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105787136.000000 Penalty: 77923.179688
Iteration 339Q: 24 clusters Score -1.057871e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 163606 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 157003 members 
Mstep: Class 6 contains 83173 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80620 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 121356 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170337 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 16931 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105787512.000000 Penalty: 77923.179688
Iteration 340F: 24 clusters Score -1.057875e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 163428 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1675 members 
Mstep: Class 5 contains 156374 members 
Mstep: Class 6 contains 83116 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80456 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8084 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15816 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 122779 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 170107 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 24 clusters Score -1.05788e+08 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 163276 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 155762 members 
Mstep: Class 6 contains 83039 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80309 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15752 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 124186 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 169919 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 16858 members 
Mstep: Class 23 contains 8198 members 
Entering Unmasked Estep 
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Iteration 342Q: 24 clusters Score -1.057883e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 163113 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 155149 members 
Mstep: Class 6 contains 82930 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80181 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7946 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 125602 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 169754 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 16802 members 
Mstep: Class 23 contains 8187 members 
Entering Unmasked Estep 
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Iteration 343Q: 24 clusters Score -1.057886e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 162942 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 154543 members 
Mstep: Class 6 contains 82829 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 80056 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7876 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15636 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 127065 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 169543 members 
Mstep: Class 21 contains 1667 members 
Mstep: Class 22 contains 16754 members 
Mstep: Class 23 contains 8166 members 
Entering Unmasked Estep 
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Iteration 344Q: 24 clusters Score -1.057892e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 162735 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 153976 members 
Mstep: Class 6 contains 82702 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79951 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15569 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 128554 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 169296 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 16707 members 
Mstep: Class 23 contains 8150 members 
Entering Unmasked Estep 
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Iteration 345Q: 24 clusters Score -1.057894e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 162478 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 153456 members 
Mstep: Class 6 contains 82530 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79848 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15513 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 130030 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 169082 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789744.000000 Penalty: 77923.179688
Iteration 346Q: 24 clusters Score -1.057897e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 162215 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 152937 members 
Mstep: Class 6 contains 82336 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 131562 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 168858 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 16603 members 
Mstep: Class 23 contains 8117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105789928.000000 Penalty: 77923.179688
Iteration 347Q: 24 clusters Score -1.057899e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 161867 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 152447 members 
Mstep: Class 6 contains 82127 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79650 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7675 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15403 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 133120 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 168625 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 16569 members 
Mstep: Class 23 contains 8108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790448.000000 Penalty: 77923.179688
Iteration 348Q: 24 clusters Score -1.057904e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 161525 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 151980 members 
Mstep: Class 6 contains 81955 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79555 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7634 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 134591 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 168444 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 16535 members 
Mstep: Class 23 contains 8090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790368.000000 Penalty: 77923.179688
Iteration 349Q: 24 clusters Score -1.057904e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 161241 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 151486 members 
Mstep: Class 6 contains 81796 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79462 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7594 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15284 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 136056 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 168210 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 16483 members 
Mstep: Class 23 contains 8070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105790808.000000 Penalty: 77923.179688
Iteration 350Q: 24 clusters Score -1.057908e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 161012 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 150979 members 
Mstep: Class 6 contains 81646 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79363 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7558 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15228 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 137490 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 167970 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 8054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791168.000000 Penalty: 77923.179688
Iteration 351Q: 24 clusters Score -1.057912e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 160794 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 150428 members 
Mstep: Class 6 contains 81467 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79263 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7531 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15180 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 138909 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 167788 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 16404 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791016.000000 Penalty: 77923.179688
Iteration 352Q: 24 clusters Score -1.05791e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 160601 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 149859 members 
Mstep: Class 6 contains 81300 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79163 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15125 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 140306 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 167588 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 16361 members 
Mstep: Class 23 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791496.000000 Penalty: 77923.179688
Iteration 353Q: 24 clusters Score -1.057915e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 160436 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 149263 members 
Mstep: Class 6 contains 81160 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 79072 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7488 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15079 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 141658 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 167398 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 16317 members 
Mstep: Class 23 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791480.000000 Penalty: 77923.179688
Iteration 354Q: 24 clusters Score -1.057915e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 160292 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 148643 members 
Mstep: Class 6 contains 81038 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78953 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 15035 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 143072 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 167176 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 16266 members 
Mstep: Class 23 contains 8020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791696.000000 Penalty: 77923.179688
Iteration 355Q: 24 clusters Score -1.057917e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 160137 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 148026 members 
Mstep: Class 6 contains 80930 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78824 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7468 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14978 members 
Mstep: Class 16 contains 8539 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 144521 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 166930 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 16214 members 
Mstep: Class 23 contains 7990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105791776.000000 Penalty: 77923.179688
Iteration 356Q: 24 clusters Score -1.057918e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 159994 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 147451 members 
Mstep: Class 6 contains 80902 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78706 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 8536 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 146000 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 166473 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 16164 members 
Mstep: Class 23 contains 7987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792296.000000 Penalty: 77923.179688
Iteration 357Q: 24 clusters Score -1.057923e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 159815 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 146914 members 
Mstep: Class 6 contains 80908 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78584 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7445 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14893 members 
Mstep: Class 16 contains 8537 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 147488 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 165972 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 16118 members 
Mstep: Class 23 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792736.000000 Penalty: 77923.179688
Iteration 358Q: 24 clusters Score -1.057927e+08 nChanged 3468
Entering ConstructFrom: 
Score: -105792736.000000 Penalty: 77923.179688
Entering ConstructFrom: 
Trying to split cluster 1 (13508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Entering Unmasked Estep 
Score: -1698696.625000 Penalty: 2358.737305
	Iteration 0F: 2 clusters Score -1698697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1688876.125000 Penalty: 4717.474609
	Iteration 0F: 3 clusters Score -1688876 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1691969.250000 Penalty: 4717.474609
	Iteration 1F: 3 clusters Score -1691969 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1692392.375000 Penalty: 4717.474609
	Iteration 2F: 3 clusters Score -1692392 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1692875.250000 Penalty: 4717.474609
	Iteration 3F: 3 clusters Score -1692875 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1693501.250000 Penalty: 4717.474609
	Iteration 4F: 3 clusters Score -1693501 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1694227.000000 Penalty: 4717.474609
	Iteration 5F: 3 clusters Score -1694227 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1695016.500000 Penalty: 4717.474609
	Iteration 6F: 3 clusters Score -1695016 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1695752.375000 Penalty: 4717.474609
	Iteration 7F: 3 clusters Score -1695752 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1696390.875000 Penalty: 4717.474609
	Iteration 8F: 3 clusters Score -1696391 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1696832.625000 Penalty: 4717.474609
	Iteration 9Q: 3 clusters Score -1696833 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1697084.625000 Penalty: 4717.474609
	Iteration 10Q: 3 clusters Score -1697085 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1697215.625000 Penalty: 4717.474609
	Iteration 11Q: 3 clusters Score -1697216 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1697306.000000 Penalty: 4717.474609
	Iteration 12Q: 3 clusters Score -1697306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1697357.125000 Penalty: 4717.474609
	Iteration 13Q: 3 clusters Score -1697357 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1697385.375000 Penalty: 4717.474609
	Iteration 14Q: 3 clusters Score -1697385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1697406.625000 Penalty: 4717.474609
	Iteration 15Q: 3 clusters Score -1697407 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1697422.375000 Penalty: 4717.474609
	Iteration 16Q: 3 clusters Score -1697422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1697437.500000 Penalty: 4717.474609
	Iteration 17Q: 3 clusters Score -1697438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1697449.750000 Penalty: 4717.474609
	Iteration 18Q: 3 clusters Score -1697450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1697464.250000 Penalty: 4717.474609
	Iteration 19Q: 3 clusters Score -1697464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1697473.875000 Penalty: 4717.474609
	Iteration 20F: 3 clusters Score -1697474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1697484.250000 Penalty: 4717.474609
	Iteration 21Q: 3 clusters Score -1697484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1697489.250000 Penalty: 4717.474609
	Iteration 22Q: 3 clusters Score -1697489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1697496.375000 Penalty: 4717.474609
	Iteration 23Q: 3 clusters Score -1697496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1697503.625000 Penalty: 4717.474609
	Iteration 24Q: 3 clusters Score -1697504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1697515.875000 Penalty: 4717.474609
	Iteration 25Q: 3 clusters Score -1697516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1697518.750000 Penalty: 4717.474609
	Iteration 26Q: 3 clusters Score -1697519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1697524.750000 Penalty: 4717.474609
	Iteration 27Q: 3 clusters Score -1697525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1697529.125000 Penalty: 4717.474609
	Iteration 28Q: 3 clusters Score -1697529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1697532.125000 Penalty: 4717.474609
	Iteration 29Q: 3 clusters Score -1697532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1697533.500000 Penalty: 4717.474609
	Iteration 30Q: 3 clusters Score -1697534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1697533.250000 Penalty: 4717.474609
	Iteration 31Q: 3 clusters Score -1697533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1697534.375000 Penalty: 4717.474609
	Iteration 32Q: 3 clusters Score -1697534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1697535.500000 Penalty: 4717.474609
	Iteration 33Q: 3 clusters Score -1697536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1697541.250000 Penalty: 4717.474609
	Iteration 34Q: 3 clusters Score -1697541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1697541.875000 Penalty: 4717.474609
	Iteration 35Q: 3 clusters Score -1697542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1697541.500000 Penalty: 4717.474609
	Iteration 36Q: 3 clusters Score -1697542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1697546.250000 Penalty: 4717.474609
	Iteration 37Q: 3 clusters Score -1697546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1697546.250000 Penalty: 4717.474609
	Iteration 38Q: 3 clusters Score -1697546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1697544.125000 Penalty: 4717.474609
	Iteration 39Q: 3 clusters Score -1697544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1697549.625000 Penalty: 4717.474609
	Iteration 40F: 3 clusters Score -1697550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1697553.750000 Penalty: 4717.474609
	Iteration 41Q: 3 clusters Score -1697554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1697553.625000 Penalty: 4717.474609
	Iteration 42Q: 3 clusters Score -1697554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1697555.625000 Penalty: 4717.474609
	Iteration 43Q: 3 clusters Score -1697556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1697556.375000 Penalty: 4717.474609
	Iteration 44Q: 3 clusters Score -1697556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1697554.750000 Penalty: 4717.474609
	Iteration 45Q: 3 clusters Score -1697555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1697556.875000 Penalty: 4717.474609
	Iteration 46Q: 3 clusters Score -1697557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1697553.625000 Penalty: 4717.474609
	Iteration 47Q: 3 clusters Score -1697554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1697555.500000 Penalty: 4717.474609
	Iteration 48Q: 3 clusters Score -1697556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1697557.000000 Penalty: 4717.474609
	Iteration 49Q: 3 clusters Score -1697557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1697559.375000 Penalty: 4717.474609
	Iteration 50Q: 3 clusters Score -1697559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1697553.125000 Penalty: 4717.474609
	Iteration 51Q: 3 clusters Score -1697553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1697560.375000 Penalty: 4717.474609
	Iteration 52Q: 3 clusters Score -1697560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1697558.875000 Penalty: 4717.474609
	Iteration 53Q: 3 clusters Score -1697559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1697559.000000 Penalty: 4717.474609
	Iteration 54Q: 3 clusters Score -1697559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1697559.625000 Penalty: 4717.474609
	Iteration 55Q: 3 clusters Score -1697560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1697563.000000 Penalty: 4717.474609
	Iteration 56Q: 3 clusters Score -1697563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1697560.250000 Penalty: 4717.474609
	Iteration 57Q: 3 clusters Score -1697560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1697561.000000 Penalty: 4717.474609
	Iteration 58Q: 3 clusters Score -1697561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1697559.000000 Penalty: 4717.474609
	Iteration 59Q: 3 clusters Score -1697559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1697560.750000 Penalty: 4717.474609
	Iteration 60F: 3 clusters Score -1697561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1697562.625000 Penalty: 4717.474609
	Iteration 61Q: 3 clusters Score -1697563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1697562.625000 Penalty: 4717.474609
	Iteration 62Q: 3 clusters Score -1697563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1697563.375000 Penalty: 4717.474609
	Iteration 63Q: 3 clusters Score -1697563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1697565.375000 Penalty: 4717.474609
	Iteration 64Q: 3 clusters Score -1697565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1697563.250000 Penalty: 4717.474609
	Iteration 65Q: 3 clusters Score -1697563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1697563.250000 Penalty: 4717.474609
	Iteration 66F: 3 clusters Score -1697563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159734 members 
Entering Unmasked Estep 
Score: -20154818.000000 Penalty: 2971.353760
	Iteration 0F: 2 clusters Score -2.015482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -20050440.000000 Penalty: 5942.707520
	Iteration 0F: 3 clusters Score -2.005044e+07 nChanged 76450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -20095398.000000 Penalty: 5942.707520
	Iteration 1F: 3 clusters Score -2.00954e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -20097330.000000 Penalty: 5942.707520
	Iteration 2Q: 3 clusters Score -2.009733e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -20099640.000000 Penalty: 5942.707520
	Iteration 3Q: 3 clusters Score -2.009964e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -20102698.000000 Penalty: 5942.707520
	Iteration 4Q: 3 clusters Score -2.01027e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -20106616.000000 Penalty: 5942.707520
	Iteration 5F: 3 clusters Score -2.010662e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -20111448.000000 Penalty: 5942.707520
	Iteration 6F: 3 clusters Score -2.011145e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -20117422.000000 Penalty: 5942.707520
	Iteration 7F: 3 clusters Score -2.011742e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -20123730.000000 Penalty: 5942.707520
	Iteration 8F: 3 clusters Score -2.012373e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 108281 members 
Entering Unmasked Estep 
Score: -20129196.000000 Penalty: 5942.707520
	Iteration 9F: 3 clusters Score -2.01292e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -20132302.000000 Penalty: 5942.707520
	Iteration 10Q: 3 clusters Score -2.01323e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -20133892.000000 Penalty: 5942.707520
	Iteration 11Q: 3 clusters Score -2.013389e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -20135262.000000 Penalty: 5942.707520
	Iteration 12Q: 3 clusters Score -2.013526e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 121646 members 
Entering Unmasked Estep 
Score: -20136536.000000 Penalty: 5942.707520
	Iteration 13Q: 3 clusters Score -2.013654e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -20137914.000000 Penalty: 5942.707520
	Iteration 14Q: 3 clusters Score -2.013791e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -20139270.000000 Penalty: 5942.707520
	Iteration 15Q: 3 clusters Score -2.013927e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 131668 members 
Entering Unmasked Estep 
Score: -20140828.000000 Penalty: 5942.707520
	Iteration 16Q: 3 clusters Score -2.014083e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 135017 members 
Entering Unmasked Estep 
Score: -20142386.000000 Penalty: 5942.707520
	Iteration 17Q: 3 clusters Score -2.014239e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 138186 members 
Entering Unmasked Estep 
Score: -20144122.000000 Penalty: 5942.707520
	Iteration 18Q: 3 clusters Score -2.014412e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 141123 members 
Entering Unmasked Estep 
Score: -20145640.000000 Penalty: 5942.707520
	Iteration 19Q: 3 clusters Score -2.014564e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 143827 members 
Entering Unmasked Estep 
Score: -20147098.000000 Penalty: 5942.707520
	Iteration 20F: 3 clusters Score -2.01471e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -20148418.000000 Penalty: 5942.707520
	Iteration 21Q: 3 clusters Score -2.014842e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -20149408.000000 Penalty: 5942.707520
	Iteration 22Q: 3 clusters Score -2.014941e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -20150282.000000 Penalty: 5942.707520
	Iteration 23Q: 3 clusters Score -2.015028e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -20150840.000000 Penalty: 5942.707520
	Iteration 24Q: 3 clusters Score -2.015084e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -20151530.000000 Penalty: 5942.707520
	Iteration 25Q: 3 clusters Score -2.015153e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 154007 members 
Entering Unmasked Estep 
Score: -20151900.000000 Penalty: 5942.707520
	Iteration 26Q: 3 clusters Score -2.01519e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 154853 members 
Entering Unmasked Estep 
Score: -20152136.000000 Penalty: 5942.707520
	Iteration 27Q: 3 clusters Score -2.015214e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -20152288.000000 Penalty: 5942.707520
	Iteration 28Q: 3 clusters Score -2.015229e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -20152394.000000 Penalty: 5942.707520
	Iteration 29Q: 3 clusters Score -2.015239e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -20152472.000000 Penalty: 5942.707520
	Iteration 30Q: 3 clusters Score -2.015247e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 156757 members 
Entering Unmasked Estep 
Score: -20152632.000000 Penalty: 5942.707520
	Iteration 31Q: 3 clusters Score -2.015263e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -20152778.000000 Penalty: 5942.707520
	Iteration 32Q: 3 clusters Score -2.015278e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -20152886.000000 Penalty: 5942.707520
	Iteration 33Q: 3 clusters Score -2.015289e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 157301 members 
Entering Unmasked Estep 
Score: -20152980.000000 Penalty: 5942.707520
	Iteration 34Q: 3 clusters Score -2.015298e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -20153096.000000 Penalty: 5942.707520
	Iteration 35Q: 3 clusters Score -2.01531e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 157502 members 
Entering Unmasked Estep 
Score: -20153158.000000 Penalty: 5942.707520
	Iteration 36Q: 3 clusters Score -2.015316e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -20153222.000000 Penalty: 5942.707520
	Iteration 37Q: 3 clusters Score -2.015322e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -20153220.000000 Penalty: 5942.707520
	Iteration 38Q: 3 clusters Score -2.015322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -20153266.000000 Penalty: 5942.707520
	Iteration 39Q: 3 clusters Score -2.015327e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -20153262.000000 Penalty: 5942.707520
	Iteration 40F: 3 clusters Score -2.015326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 157665 members 
Entering Unmasked Estep 
Score: -20153244.000000 Penalty: 5942.707520
	Iteration 41Q: 3 clusters Score -2.015324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -20153274.000000 Penalty: 5942.707520
	Iteration 42Q: 3 clusters Score -2.015327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -20153272.000000 Penalty: 5942.707520
	Iteration 43Q: 3 clusters Score -2.015327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -20153276.000000 Penalty: 5942.707520
	Iteration 44Q: 3 clusters Score -2.015328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -20153292.000000 Penalty: 5942.707520
	Iteration 45Q: 3 clusters Score -2.015329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -20153306.000000 Penalty: 5942.707520
	Iteration 46Q: 3 clusters Score -2.015331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -20153274.000000 Penalty: 5942.707520
	Iteration 47Q: 3 clusters Score -2.015327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -20153296.000000 Penalty: 5942.707520
	Iteration 48Q: 3 clusters Score -2.01533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 157693 members 
Entering Unmasked Estep 
Score: -20153282.000000 Penalty: 5942.707520
	Iteration 49Q: 3 clusters Score -2.015328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -20153290.000000 Penalty: 5942.707520
	Iteration 50Q: 3 clusters Score -2.015329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 157701 members 
Entering Unmasked Estep 
Score: -20153302.000000 Penalty: 5942.707520
	Iteration 51Q: 3 clusters Score -2.01533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -20153290.000000 Penalty: 5942.707520
	Iteration 52Q: 3 clusters Score -2.015329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -20153292.000000 Penalty: 5942.707520
	Iteration 53Q: 3 clusters Score -2.015329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -20153298.000000 Penalty: 5942.707520
	Iteration 54Q: 3 clusters Score -2.01533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 157701 members 
Entering Unmasked Estep 
Score: -20153298.000000 Penalty: 5942.707520
	Iteration 55Q: 3 clusters Score -2.01533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -20153294.000000 Penalty: 5942.707520
	Iteration 56Q: 3 clusters Score -2.015329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -20153302.000000 Penalty: 5942.707520
	Iteration 57Q: 3 clusters Score -2.01533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -20153296.000000 Penalty: 5942.707520
	Iteration 58Q: 3 clusters Score -2.01533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -20153296.000000 Penalty: 5942.707520
	Iteration 59F: 3 clusters Score -2.01533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100000.937500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98182.757812 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -98182.76 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98446.835938 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -98446.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98613.257812 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -98613.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98760.929688 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -98760.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -98884.507812 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -98884.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98940.023438 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -98940.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98994.507812 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -98994.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99043.335938 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -99043.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99079.453125 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -99079.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99110.148438 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -99110.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99173.851562 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -99173.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99277.257812 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -99277.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99323.046875 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -99323.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99353.187500 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -99353.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99373.265625 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -99373.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99399.335938 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -99399.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99427.773438 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -99427.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -99442.820312 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -99442.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -99500.562500 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -99500.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -99549.125000 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -99549.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99619.671875 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -99619.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99627.148438 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -99627.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -99654.781250 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -99654.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -99664.992188 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -99664.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -99666.648438 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -99666.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -99666.648438 Penalty: 3342.123535
	Iteration 25F: 3 clusters Score -99666.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -211701.593750 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -211701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209282.640625 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -209282.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209675.765625 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -209675.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209787.390625 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -209787.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209828.890625 Penalty: 3690.312744
	Iteration 3Q: 3 clusters Score -209828.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209855.265625 Penalty: 3690.312744
	Iteration 4Q: 3 clusters Score -209855.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209875.062500 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -209875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209889.343750 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -209889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209900.296875 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -209900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209907.406250 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -209907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209914.578125 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -209914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209923.390625 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -209923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209928.843750 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -209928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209933.046875 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -209933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209939.890625 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -209939.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209947.453125 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -209947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209950.125000 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -209950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209957.515625 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -209957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209963.203125 Penalty: 3690.312744
	Iteration 17Q: 3 clusters Score -209963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -209964.890625 Penalty: 3690.312744
	Iteration 18Q: 3 clusters Score -209964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209966.046875 Penalty: 3690.312744
	Iteration 19Q: 3 clusters Score -209966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209966.828125 Penalty: 3690.312744
	Iteration 20F: 3 clusters Score -209966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146355 members 
Entering Unmasked Estep 
Score: -18414774.000000 Penalty: 2949.659912
	Iteration 0F: 2 clusters Score -1.841477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -18317874.000000 Penalty: 5899.319824
	Iteration 0F: 3 clusters Score -1.831787e+07 nChanged 69660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -18358292.000000 Penalty: 5899.319824
	Iteration 1F: 3 clusters Score -1.835829e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -18359620.000000 Penalty: 5899.319824
	Iteration 2Q: 3 clusters Score -1.835962e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -18361434.000000 Penalty: 5899.319824
	Iteration 3Q: 3 clusters Score -1.836143e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -18363900.000000 Penalty: 5899.319824
	Iteration 4Q: 3 clusters Score -1.83639e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -18367290.000000 Penalty: 5899.319824
	Iteration 5F: 3 clusters Score -1.836729e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -18371356.000000 Penalty: 5899.319824
	Iteration 6F: 3 clusters Score -1.837136e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -18375854.000000 Penalty: 5899.319824
	Iteration 7F: 3 clusters Score -1.837585e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -18380460.000000 Penalty: 5899.319824
	Iteration 8F: 3 clusters Score -1.838046e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -18385458.000000 Penalty: 5899.319824
	Iteration 9F: 3 clusters Score -1.838546e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -18390992.000000 Penalty: 5899.319824
	Iteration 10F: 3 clusters Score -1.839099e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -18396600.000000 Penalty: 5899.319824
	Iteration 11F: 3 clusters Score -1.83966e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -18401550.000000 Penalty: 5899.319824
	Iteration 12Q: 3 clusters Score -1.840155e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -18405394.000000 Penalty: 5899.319824
	Iteration 13Q: 3 clusters Score -1.840539e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139783 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -18408272.000000 Penalty: 5899.319824
	Iteration 14Q: 3 clusters Score -1.840827e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -18409848.000000 Penalty: 5899.319824
	Iteration 15Q: 3 clusters Score -1.840985e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -18410830.000000 Penalty: 5899.319824
	Iteration 16Q: 3 clusters Score -1.841083e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -18411272.000000 Penalty: 5899.319824
	Iteration 17Q: 3 clusters Score -1.841127e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -18411580.000000 Penalty: 5899.319824
	Iteration 18Q: 3 clusters Score -1.841158e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144390 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -18411736.000000 Penalty: 5899.319824
	Iteration 19Q: 3 clusters Score -1.841174e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144644 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -18411896.000000 Penalty: 5899.319824
	Iteration 20F: 3 clusters Score -1.84119e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144822 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -18412022.000000 Penalty: 5899.319824
	Iteration 21Q: 3 clusters Score -1.841202e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18412094.000000 Penalty: 5899.319824
	Iteration 22Q: 3 clusters Score -1.841209e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145087 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -18412178.000000 Penalty: 5899.319824
	Iteration 23Q: 3 clusters Score -1.841218e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18412226.000000 Penalty: 5899.319824
	Iteration 24Q: 3 clusters Score -1.841223e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18412298.000000 Penalty: 5899.319824
	Iteration 25Q: 3 clusters Score -1.84123e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145278 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18412336.000000 Penalty: 5899.319824
	Iteration 26Q: 3 clusters Score -1.841234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145302 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18412400.000000 Penalty: 5899.319824
	Iteration 27Q: 3 clusters Score -1.84124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18412422.000000 Penalty: 5899.319824
	Iteration 28Q: 3 clusters Score -1.841242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -18412458.000000 Penalty: 5899.319824
	Iteration 29Q: 3 clusters Score -1.841246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18412444.000000 Penalty: 5899.319824
	Iteration 30Q: 3 clusters Score -1.841244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145389 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -18412476.000000 Penalty: 5899.319824
	Iteration 31Q: 3 clusters Score -1.841248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -18412506.000000 Penalty: 5899.319824
	Iteration 32Q: 3 clusters Score -1.841251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145414 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18412510.000000 Penalty: 5899.319824
	Iteration 33Q: 3 clusters Score -1.841251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145413 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -18412516.000000 Penalty: 5899.319824
	Iteration 34Q: 3 clusters Score -1.841252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -18412510.000000 Penalty: 5899.319824
	Iteration 35Q: 3 clusters Score -1.841251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18412510.000000 Penalty: 5899.319824
	Iteration 36Q: 3 clusters Score -1.841251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -18412504.000000 Penalty: 5899.319824
	Iteration 37Q: 3 clusters Score -1.84125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -18412498.000000 Penalty: 5899.319824
	Iteration 38Q: 3 clusters Score -1.84125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18412486.000000 Penalty: 5899.319824
	Iteration 39Q: 3 clusters Score -1.841249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18412506.000000 Penalty: 5899.319824
	Iteration 40F: 3 clusters Score -1.841251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -18412510.000000 Penalty: 5899.319824
	Iteration 41Q: 3 clusters Score -1.841251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145445 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18412508.000000 Penalty: 5899.319824
	Iteration 42Q: 3 clusters Score -1.841251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18412502.000000 Penalty: 5899.319824
	Iteration 43Q: 3 clusters Score -1.84125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -18412494.000000 Penalty: 5899.319824
	Iteration 44Q: 3 clusters Score -1.841249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -18412496.000000 Penalty: 5899.319824
	Iteration 45Q: 3 clusters Score -1.84125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145467 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -18412514.000000 Penalty: 5899.319824
	Iteration 46Q: 3 clusters Score -1.841251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -18412498.000000 Penalty: 5899.319824
	Iteration 47Q: 3 clusters Score -1.84125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -18412500.000000 Penalty: 5899.319824
	Iteration 48Q: 3 clusters Score -1.84125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145474 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18412512.000000 Penalty: 5899.319824
	Iteration 49Q: 3 clusters Score -1.841251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18412510.000000 Penalty: 5899.319824
	Iteration 50Q: 3 clusters Score -1.841251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18412510.000000 Penalty: 5899.319824
	Iteration 51F: 3 clusters Score -1.841251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Entering Unmasked Estep 
Score: -10169472.000000 Penalty: 2802.762939
	Iteration 0F: 2 clusters Score -1.016947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -10115077.000000 Penalty: 5605.525879
	Iteration 0F: 3 clusters Score -1.011508e+07 nChanged 38179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -10136253.000000 Penalty: 5605.525879
	Iteration 1F: 3 clusters Score -1.013625e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -10136719.000000 Penalty: 5605.525879
	Iteration 2Q: 3 clusters Score -1.013672e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -10137194.000000 Penalty: 5605.525879
	Iteration 3Q: 3 clusters Score -1.013719e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -10137736.000000 Penalty: 5605.525879
	Iteration 4Q: 3 clusters Score -1.013774e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -10138450.000000 Penalty: 5605.525879
	Iteration 5Q: 3 clusters Score -1.013845e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -10139514.000000 Penalty: 5605.525879
	Iteration 6Q: 3 clusters Score -1.013951e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -10141334.000000 Penalty: 5605.525879
	Iteration 7Q: 3 clusters Score -1.014133e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -10144735.000000 Penalty: 5605.525879
	Iteration 8F: 3 clusters Score -1.014474e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -10150041.000000 Penalty: 5605.525879
	Iteration 9F: 3 clusters Score -1.015004e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -10156727.000000 Penalty: 5605.525879
	Iteration 10F: 3 clusters Score -1.015673e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -10162488.000000 Penalty: 5605.525879
	Iteration 11F: 3 clusters Score -1.016249e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10165444.000000 Penalty: 5605.525879
	Iteration 12Q: 3 clusters Score -1.016544e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10166404.000000 Penalty: 5605.525879
	Iteration 13Q: 3 clusters Score -1.01664e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10166723.000000 Penalty: 5605.525879
	Iteration 14Q: 3 clusters Score -1.016672e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10166811.000000 Penalty: 5605.525879
	Iteration 15Q: 3 clusters Score -1.016681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10166844.000000 Penalty: 5605.525879
	Iteration 16Q: 3 clusters Score -1.016684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10166855.000000 Penalty: 5605.525879
	Iteration 17Q: 3 clusters Score -1.016686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10166863.000000 Penalty: 5605.525879
	Iteration 18Q: 3 clusters Score -1.016686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10166865.000000 Penalty: 5605.525879
	Iteration 19Q: 3 clusters Score -1.016686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10166865.000000 Penalty: 5605.525879
	Iteration 20F: 3 clusters Score -1.016686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 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 313 members 
Entering Unmasked Estep 
Score: -72154.601562 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72154.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72353.671875 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72353.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72445.882812 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -72445.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72490.742188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72490.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72517.625000 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72517.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72532.906250 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72532.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72556.039062 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72556.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72562.406250 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72562.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72563.835938 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72563.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72565.234375 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -72565.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72566.781250 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -72566.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72567.726562 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -72567.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72569.789062 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -72569.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72573.000000 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -72573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72573.000000 Penalty: 3180.261963
	Iteration 14F: 3 clusters Score -72573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Entering Unmasked Estep 
Score: -9577705.000000 Penalty: 2795.111816
	Iteration 0F: 2 clusters Score -9577705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9525155.000000 Penalty: 5590.223633
	Iteration 0F: 3 clusters Score -9525155 nChanged 36887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -9545692.000000 Penalty: 5590.223633
	Iteration 1F: 3 clusters Score -9545692 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -9546159.000000 Penalty: 5590.223633
	Iteration 2Q: 3 clusters Score -9546159 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -9546601.000000 Penalty: 5590.223633
	Iteration 3Q: 3 clusters Score -9546601 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -9546965.000000 Penalty: 5590.223633
	Iteration 4Q: 3 clusters Score -9546965 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -9547520.000000 Penalty: 5590.223633
	Iteration 5Q: 3 clusters Score -9547520 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -9548046.000000 Penalty: 5590.223633
	Iteration 6Q: 3 clusters Score -9548046 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -9548666.000000 Penalty: 5590.223633
	Iteration 7Q: 3 clusters Score -9548666 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -9549632.000000 Penalty: 5590.223633
	Iteration 8Q: 3 clusters Score -9549632 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -9551256.000000 Penalty: 5590.223633
	Iteration 9Q: 3 clusters Score -9551256 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -9553629.000000 Penalty: 5590.223633
	Iteration 10F: 3 clusters Score -9553629 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -9556788.000000 Penalty: 5590.223633
	Iteration 11F: 3 clusters Score -9556788 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -9560656.000000 Penalty: 5590.223633
	Iteration 12F: 3 clusters Score -9560656 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -9564807.000000 Penalty: 5590.223633
	Iteration 13F: 3 clusters Score -9564807 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -9568954.000000 Penalty: 5590.223633
	Iteration 14F: 3 clusters Score -9568954 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9572270.000000 Penalty: 5590.223633
	Iteration 15Q: 3 clusters Score -9572270 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9574106.000000 Penalty: 5590.223633
	Iteration 16Q: 3 clusters Score -9574106 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9574753.000000 Penalty: 5590.223633
	Iteration 17Q: 3 clusters Score -9574753 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9575033.000000 Penalty: 5590.223633
	Iteration 18Q: 3 clusters Score -9575033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9575150.000000 Penalty: 5590.223633
	Iteration 19Q: 3 clusters Score -9575150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9575203.000000 Penalty: 5590.223633
	Iteration 20F: 3 clusters Score -9575203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9575227.000000 Penalty: 5590.223633
	Iteration 21Q: 3 clusters Score -9575227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9575251.000000 Penalty: 5590.223633
	Iteration 22Q: 3 clusters Score -9575251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9575260.000000 Penalty: 5590.223633
	Iteration 23Q: 3 clusters Score -9575260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9575301.000000 Penalty: 5590.223633
	Iteration 24Q: 3 clusters Score -9575301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9575311.000000 Penalty: 5590.223633
	Iteration 25Q: 3 clusters Score -9575311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9575311.000000 Penalty: 5590.223633
	Iteration 26Q: 3 clusters Score -9575311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9575309.000000 Penalty: 5590.223633
	Iteration 27Q: 3 clusters Score -9575309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9575312.000000 Penalty: 5590.223633
	Iteration 28Q: 3 clusters Score -9575312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9575312.000000 Penalty: 5590.223633
	Iteration 29Q: 3 clusters Score -9575312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9575329.000000 Penalty: 5590.223633
	Iteration 30Q: 3 clusters Score -9575329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9575332.000000 Penalty: 5590.223633
	Iteration 31Q: 3 clusters Score -9575332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9575330.000000 Penalty: 5590.223633
	Iteration 32Q: 3 clusters Score -9575330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9575342.000000 Penalty: 5590.223633
	Iteration 33Q: 3 clusters Score -9575342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9575348.000000 Penalty: 5590.223633
	Iteration 34Q: 3 clusters Score -9575348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9575352.000000 Penalty: 5590.223633
	Iteration 35Q: 3 clusters Score -9575352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9575366.000000 Penalty: 5590.223633
	Iteration 36Q: 3 clusters Score -9575366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9575375.000000 Penalty: 5590.223633
	Iteration 37Q: 3 clusters Score -9575375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9575380.000000 Penalty: 5590.223633
	Iteration 38Q: 3 clusters Score -9575380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9575404.000000 Penalty: 5590.223633
	Iteration 39Q: 3 clusters Score -9575404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9575408.000000 Penalty: 5590.223633
	Iteration 40F: 3 clusters Score -9575408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9575428.000000 Penalty: 5590.223633
	Iteration 41Q: 3 clusters Score -9575428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9575444.000000 Penalty: 5590.223633
	Iteration 42Q: 3 clusters Score -9575444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9575448.000000 Penalty: 5590.223633
	Iteration 43Q: 3 clusters Score -9575448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9575447.000000 Penalty: 5590.223633
	Iteration 44Q: 3 clusters Score -9575447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9575460.000000 Penalty: 5590.223633
	Iteration 45Q: 3 clusters Score -9575460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9575467.000000 Penalty: 5590.223633
	Iteration 46Q: 3 clusters Score -9575467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9575464.000000 Penalty: 5590.223633
	Iteration 47Q: 3 clusters Score -9575464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9575469.000000 Penalty: 5590.223633
	Iteration 48Q: 3 clusters Score -9575469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9575469.000000 Penalty: 5590.223633
	Iteration 49F: 3 clusters Score -9575469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 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 90 members 
Entering Unmasked Estep 
Score: -17368.199219 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17410.800781 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17429.283203 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17429.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17432.714844 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17432.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17432.714844 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17432.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -134106.312500 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -134106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132161.500000 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -132161.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -132564.140625 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -132564.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132699.984375 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -132700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -132882.484375 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -132882.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133071.781250 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -133071.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133287.296875 Penalty: 3493.840332
	Iteration 5F: 3 clusters Score -133287.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133497.453125 Penalty: 3493.840332
	Iteration 6F: 3 clusters Score -133497.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -133609.359375 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -133609.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -133647.750000 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -133647.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133671.421875 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -133671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -133679.531250 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -133679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133681.828125 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -133681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133681.828125 Penalty: 3493.840332
	Iteration 12F: 3 clusters Score -133681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 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 407 members 
Entering Unmasked Estep 
Score: -84218.148438 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84218.15 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84514.875000 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84514.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84649.179688 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -84649.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84747.148438 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -84747.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84848.507812 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -84848.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84958.843750 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -84958.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85058.023438 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85058.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85151.453125 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85151.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85228.992188 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85228.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85288.062500 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85288.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85330.632812 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85330.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85394.093750 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85394.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85605.085938 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -85605.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85790.250000 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -85790.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85824.578125 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -85824.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85849.210938 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -85849.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85870.875000 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -85870.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85883.890625 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -85883.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85890.375000 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -85890.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85896.281250 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -85896.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85904.937500 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -85904.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85926.132812 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -85926.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85940.390625 Penalty: 3299.179688
	Iteration 22Q: 3 clusters Score -85940.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85953.867188 Penalty: 3299.179688
	Iteration 23Q: 3 clusters Score -85953.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85955.515625 Penalty: 3299.179688
	Iteration 24Q: 3 clusters Score -85955.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85955.515625 Penalty: 3299.179688
	Iteration 25F: 3 clusters Score -85955.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -884815.437500 Penalty: 2210.360107
	Iteration 0F: 2 clusters Score -884815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -878786.312500 Penalty: 4420.720215
	Iteration 0F: 3 clusters Score -878786.3 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -880520.312500 Penalty: 4420.720215
	Iteration 1F: 3 clusters Score -880520.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -880907.125000 Penalty: 4420.720215
	Iteration 2F: 3 clusters Score -880907.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -881344.875000 Penalty: 4420.720215
	Iteration 3F: 3 clusters Score -881344.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -881712.875000 Penalty: 4420.720215
	Iteration 4F: 3 clusters Score -881712.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -882017.500000 Penalty: 4420.720215
	Iteration 5F: 3 clusters Score -882017.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -882279.937500 Penalty: 4420.720215
	Iteration 6F: 3 clusters Score -882279.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -882494.187500 Penalty: 4420.720215
	Iteration 7Q: 3 clusters Score -882494.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -882664.375000 Penalty: 4420.720215
	Iteration 8Q: 3 clusters Score -882664.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -882805.000000 Penalty: 4420.720215
	Iteration 9Q: 3 clusters Score -882805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -882921.750000 Penalty: 4420.720215
	Iteration 10Q: 3 clusters Score -882921.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -883007.375000 Penalty: 4420.720215
	Iteration 11Q: 3 clusters Score -883007.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -883075.187500 Penalty: 4420.720215
	Iteration 12Q: 3 clusters Score -883075.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -883119.062500 Penalty: 4420.720215
	Iteration 13Q: 3 clusters Score -883119.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -883156.000000 Penalty: 4420.720215
	Iteration 14Q: 3 clusters Score -883156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -883189.125000 Penalty: 4420.720215
	Iteration 15Q: 3 clusters Score -883189.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -883212.500000 Penalty: 4420.720215
	Iteration 16Q: 3 clusters Score -883212.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -883236.875000 Penalty: 4420.720215
	Iteration 17Q: 3 clusters Score -883236.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -883262.937500 Penalty: 4420.720215
	Iteration 18Q: 3 clusters Score -883262.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -883277.875000 Penalty: 4420.720215
	Iteration 19Q: 3 clusters Score -883277.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -883293.187500 Penalty: 4420.720215
	Iteration 20F: 3 clusters Score -883293.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -883303.562500 Penalty: 4420.720215
	Iteration 21Q: 3 clusters Score -883303.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -883313.125000 Penalty: 4420.720215
	Iteration 22Q: 3 clusters Score -883313.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -883318.625000 Penalty: 4420.720215
	Iteration 23Q: 3 clusters Score -883318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -883324.187500 Penalty: 4420.720215
	Iteration 24Q: 3 clusters Score -883324.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -883330.500000 Penalty: 4420.720215
	Iteration 25Q: 3 clusters Score -883330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -883333.562500 Penalty: 4420.720215
	Iteration 26Q: 3 clusters Score -883333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -883337.812500 Penalty: 4420.720215
	Iteration 27Q: 3 clusters Score -883337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -883342.687500 Penalty: 4420.720215
	Iteration 28Q: 3 clusters Score -883342.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -883347.125000 Penalty: 4420.720215
	Iteration 29Q: 3 clusters Score -883347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -883349.812500 Penalty: 4420.720215
	Iteration 30Q: 3 clusters Score -883349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -883354.312500 Penalty: 4420.720215
	Iteration 31Q: 3 clusters Score -883354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -883359.125000 Penalty: 4420.720215
	Iteration 32Q: 3 clusters Score -883359.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -883366.750000 Penalty: 4420.720215
	Iteration 33Q: 3 clusters Score -883366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -883373.500000 Penalty: 4420.720215
	Iteration 34Q: 3 clusters Score -883373.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -883384.437500 Penalty: 4420.720215
	Iteration 35Q: 3 clusters Score -883384.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -883388.750000 Penalty: 4420.720215
	Iteration 36Q: 3 clusters Score -883388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -883396.437500 Penalty: 4420.720215
	Iteration 37Q: 3 clusters Score -883396.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -883397.437500 Penalty: 4420.720215
	Iteration 38Q: 3 clusters Score -883397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -883402.562500 Penalty: 4420.720215
	Iteration 39Q: 3 clusters Score -883402.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -883409.500000 Penalty: 4420.720215
	Iteration 40F: 3 clusters Score -883409.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -883416.562500 Penalty: 4420.720215
	Iteration 41Q: 3 clusters Score -883416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -883420.000000 Penalty: 4420.720215
	Iteration 42Q: 3 clusters Score -883420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -883426.250000 Penalty: 4420.720215
	Iteration 43Q: 3 clusters Score -883426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -883434.937500 Penalty: 4420.720215
	Iteration 44Q: 3 clusters Score -883434.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -883441.312500 Penalty: 4420.720215
	Iteration 45Q: 3 clusters Score -883441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -883446.750000 Penalty: 4420.720215
	Iteration 46Q: 3 clusters Score -883446.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -883455.375000 Penalty: 4420.720215
	Iteration 47Q: 3 clusters Score -883455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -883461.062500 Penalty: 4420.720215
	Iteration 48Q: 3 clusters Score -883461.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -883467.125000 Penalty: 4420.720215
	Iteration 49Q: 3 clusters Score -883467.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -883475.000000 Penalty: 4420.720215
	Iteration 50Q: 3 clusters Score -883475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -883479.687500 Penalty: 4420.720215
	Iteration 51Q: 3 clusters Score -883479.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -883484.187500 Penalty: 4420.720215
	Iteration 52Q: 3 clusters Score -883484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -883488.187500 Penalty: 4420.720215
	Iteration 53Q: 3 clusters Score -883488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -883492.187500 Penalty: 4420.720215
	Iteration 54Q: 3 clusters Score -883492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -883494.312500 Penalty: 4420.720215
	Iteration 55Q: 3 clusters Score -883494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -883496.500000 Penalty: 4420.720215
	Iteration 56Q: 3 clusters Score -883496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -883499.062500 Penalty: 4420.720215
	Iteration 57Q: 3 clusters Score -883499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -883506.750000 Penalty: 4420.720215
	Iteration 58Q: 3 clusters Score -883506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -883514.937500 Penalty: 4420.720215
	Iteration 59Q: 3 clusters Score -883514.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -883530.625000 Penalty: 4420.720215
	Iteration 60F: 3 clusters Score -883530.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -883545.562500 Penalty: 4420.720215
	Iteration 61Q: 3 clusters Score -883545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -883555.937500 Penalty: 4420.720215
	Iteration 62Q: 3 clusters Score -883555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -883561.062500 Penalty: 4420.720215
	Iteration 63Q: 3 clusters Score -883561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -883562.500000 Penalty: 4420.720215
	Iteration 64Q: 3 clusters Score -883562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -883565.625000 Penalty: 4420.720215
	Iteration 65Q: 3 clusters Score -883565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -883573.750000 Penalty: 4420.720215
	Iteration 66Q: 3 clusters Score -883573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -883577.625000 Penalty: 4420.720215
	Iteration 67Q: 3 clusters Score -883577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -883578.562500 Penalty: 4420.720215
	Iteration 68Q: 3 clusters Score -883578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -883579.937500 Penalty: 4420.720215
	Iteration 69Q: 3 clusters Score -883579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -883580.750000 Penalty: 4420.720215
	Iteration 70Q: 3 clusters Score -883580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -883579.062500 Penalty: 4420.720215
	Iteration 71Q: 3 clusters Score -883579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -883581.500000 Penalty: 4420.720215
	Iteration 72Q: 3 clusters Score -883581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -883582.125000 Penalty: 4420.720215
	Iteration 73Q: 3 clusters Score -883582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -883582.125000 Penalty: 4420.720215
	Iteration 74F: 3 clusters Score -883582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25914.998047 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25915 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 136 members 
Entering Unmasked Estep 
Score: -24737.517578 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24737.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24839.644531 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24839.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24868.867188 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24868.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24880.435547 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24880.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24885.371094 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24885.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24894.261719 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24894.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24900.765625 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24900.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24905.142578 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -24905.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24905.142578 Penalty: 2750.407959
	Iteration 8F: 3 clusters Score -24905.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -97553.671875 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -97553.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95692.523438 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -95692.52 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96042.703125 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -96042.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96223.710938 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -96223.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96381.617188 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -96381.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96511.320312 Penalty: 3375.638428
	Iteration 4F: 3 clusters Score -96511.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -96594.062500 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -96594.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96661.375000 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -96661.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96712.820312 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -96712.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96781.132812 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -96781.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96875.421875 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -96875.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96953.359375 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -96953.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -97021.468750 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -97021.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97045.515625 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -97045.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97055.898438 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -97055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97069.539062 Penalty: 3375.638428
	Iteration 14Q: 3 clusters Score -97069.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -97077.875000 Penalty: 3375.638428
	Iteration 15Q: 3 clusters Score -97077.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97079.500000 Penalty: 3375.638428
	Iteration 16Q: 3 clusters Score -97079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97079.500000 Penalty: 3375.638428
	Iteration 17F: 3 clusters Score -97079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -1892969.000000 Penalty: 2382.076904
	Iteration 0F: 2 clusters Score -1892969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1882190.250000 Penalty: 4764.153809
	Iteration 0F: 3 clusters Score -1882190 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1885607.750000 Penalty: 4764.153809
	Iteration 1F: 3 clusters Score -1885608 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1886016.625000 Penalty: 4764.153809
	Iteration 2F: 3 clusters Score -1886017 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1886360.500000 Penalty: 4764.153809
	Iteration 3F: 3 clusters Score -1886360 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1886682.750000 Penalty: 4764.153809
	Iteration 4Q: 3 clusters Score -1886683 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1887028.625000 Penalty: 4764.153809
	Iteration 5Q: 3 clusters Score -1887029 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1887468.250000 Penalty: 4764.153809
	Iteration 6Q: 3 clusters Score -1887468 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1887995.375000 Penalty: 4764.153809
	Iteration 7F: 3 clusters Score -1887995 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1888579.000000 Penalty: 4764.153809
	Iteration 8F: 3 clusters Score -1888579 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1889179.875000 Penalty: 4764.153809
	Iteration 9F: 3 clusters Score -1889180 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1889751.750000 Penalty: 4764.153809
	Iteration 10Q: 3 clusters Score -1889752 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1890137.500000 Penalty: 4764.153809
	Iteration 11Q: 3 clusters Score -1890138 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1890364.000000 Penalty: 4764.153809
	Iteration 12Q: 3 clusters Score -1890364 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1890484.250000 Penalty: 4764.153809
	Iteration 13Q: 3 clusters Score -1890484 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1890561.375000 Penalty: 4764.153809
	Iteration 14Q: 3 clusters Score -1890561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1890617.625000 Penalty: 4764.153809
	Iteration 15Q: 3 clusters Score -1890618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1890662.125000 Penalty: 4764.153809
	Iteration 16Q: 3 clusters Score -1890662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1890693.000000 Penalty: 4764.153809
	Iteration 17Q: 3 clusters Score -1890693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1890732.625000 Penalty: 4764.153809
	Iteration 18Q: 3 clusters Score -1890733 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1890755.875000 Penalty: 4764.153809
	Iteration 19Q: 3 clusters Score -1890756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1890778.375000 Penalty: 4764.153809
	Iteration 20F: 3 clusters Score -1890778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1890798.875000 Penalty: 4764.153809
	Iteration 21Q: 3 clusters Score -1890799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1890814.500000 Penalty: 4764.153809
	Iteration 22Q: 3 clusters Score -1890814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1890824.750000 Penalty: 4764.153809
	Iteration 23Q: 3 clusters Score -1890825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1890830.250000 Penalty: 4764.153809
	Iteration 24Q: 3 clusters Score -1890830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1890843.875000 Penalty: 4764.153809
	Iteration 25Q: 3 clusters Score -1890844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1890854.625000 Penalty: 4764.153809
	Iteration 26Q: 3 clusters Score -1890855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1890862.250000 Penalty: 4764.153809
	Iteration 27Q: 3 clusters Score -1890862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1890872.875000 Penalty: 4764.153809
	Iteration 28Q: 3 clusters Score -1890873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1890891.125000 Penalty: 4764.153809
	Iteration 29Q: 3 clusters Score -1890891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1890903.500000 Penalty: 4764.153809
	Iteration 30Q: 3 clusters Score -1890904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1890912.750000 Penalty: 4764.153809
	Iteration 31Q: 3 clusters Score -1890913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1890923.500000 Penalty: 4764.153809
	Iteration 32Q: 3 clusters Score -1890924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1890923.625000 Penalty: 4764.153809
	Iteration 33Q: 3 clusters Score -1890924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1890937.250000 Penalty: 4764.153809
	Iteration 34Q: 3 clusters Score -1890937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1890944.750000 Penalty: 4764.153809
	Iteration 35Q: 3 clusters Score -1890945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1890955.125000 Penalty: 4764.153809
	Iteration 36Q: 3 clusters Score -1890955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1890964.000000 Penalty: 4764.153809
	Iteration 37Q: 3 clusters Score -1890964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1890974.750000 Penalty: 4764.153809
	Iteration 38Q: 3 clusters Score -1890975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1890983.125000 Penalty: 4764.153809
	Iteration 39Q: 3 clusters Score -1890983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1890988.250000 Penalty: 4764.153809
	Iteration 40F: 3 clusters Score -1890988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1890995.000000 Penalty: 4764.153809
	Iteration 41Q: 3 clusters Score -1890995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1890998.875000 Penalty: 4764.153809
	Iteration 42Q: 3 clusters Score -1890999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1891003.000000 Penalty: 4764.153809
	Iteration 43Q: 3 clusters Score -1891003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1891014.125000 Penalty: 4764.153809
	Iteration 44Q: 3 clusters Score -1891014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1891016.500000 Penalty: 4764.153809
	Iteration 45Q: 3 clusters Score -1891016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1891017.875000 Penalty: 4764.153809
	Iteration 46Q: 3 clusters Score -1891018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1891019.000000 Penalty: 4764.153809
	Iteration 47Q: 3 clusters Score -1891019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1891022.875000 Penalty: 4764.153809
	Iteration 48Q: 3 clusters Score -1891023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1891023.750000 Penalty: 4764.153809
	Iteration 49Q: 3 clusters Score -1891024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1891023.875000 Penalty: 4764.153809
	Iteration 50Q: 3 clusters Score -1891024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1891027.875000 Penalty: 4764.153809
	Iteration 51Q: 3 clusters Score -1891028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1891030.750000 Penalty: 4764.153809
	Iteration 52Q: 3 clusters Score -1891031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1891033.125000 Penalty: 4764.153809
	Iteration 53Q: 3 clusters Score -1891033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1891033.625000 Penalty: 4764.153809
	Iteration 54Q: 3 clusters Score -1891034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1891037.250000 Penalty: 4764.153809
	Iteration 55Q: 3 clusters Score -1891037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1891035.125000 Penalty: 4764.153809
	Iteration 56Q: 3 clusters Score -1891035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1891036.750000 Penalty: 4764.153809
	Iteration 57Q: 3 clusters Score -1891037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1891040.125000 Penalty: 4764.153809
	Iteration 58Q: 3 clusters Score -1891040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1891037.750000 Penalty: 4764.153809
	Iteration 59Q: 3 clusters Score -1891038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1891040.625000 Penalty: 4764.153809
	Iteration 60F: 3 clusters Score -1891041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1891042.250000 Penalty: 4764.153809
	Iteration 61Q: 3 clusters Score -1891042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1891042.250000 Penalty: 4764.153809
	Iteration 62Q: 3 clusters Score -1891042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1891044.500000 Penalty: 4764.153809
	Iteration 63Q: 3 clusters Score -1891044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1891054.750000 Penalty: 4764.153809
	Iteration 64Q: 3 clusters Score -1891055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1891057.000000 Penalty: 4764.153809
	Iteration 65Q: 3 clusters Score -1891057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1891056.500000 Penalty: 4764.153809
	Iteration 66Q: 3 clusters Score -1891056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1891060.625000 Penalty: 4764.153809
	Iteration 67Q: 3 clusters Score -1891061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1891059.125000 Penalty: 4764.153809
	Iteration 68Q: 3 clusters Score -1891059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1891063.125000 Penalty: 4764.153809
	Iteration 69Q: 3 clusters Score -1891063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1891065.250000 Penalty: 4764.153809
	Iteration 70Q: 3 clusters Score -1891065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1891069.125000 Penalty: 4764.153809
	Iteration 71Q: 3 clusters Score -1891069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1891067.500000 Penalty: 4764.153809
	Iteration 72Q: 3 clusters Score -1891068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1891071.375000 Penalty: 4764.153809
	Iteration 73Q: 3 clusters Score -1891071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1891072.750000 Penalty: 4764.153809
	Iteration 74Q: 3 clusters Score -1891073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1891075.000000 Penalty: 4764.153809
	Iteration 75Q: 3 clusters Score -1891075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1891077.750000 Penalty: 4764.153809
	Iteration 76Q: 3 clusters Score -1891078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1891079.375000 Penalty: 4764.153809
	Iteration 77Q: 3 clusters Score -1891079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1891079.500000 Penalty: 4764.153809
	Iteration 78Q: 3 clusters Score -1891080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1891078.875000 Penalty: 4764.153809
	Iteration 79Q: 3 clusters Score -1891079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1891079.625000 Penalty: 4764.153809
	Iteration 80F: 3 clusters Score -1891080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1891081.625000 Penalty: 4764.153809
	Iteration 81Q: 3 clusters Score -1891082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1891080.250000 Penalty: 4764.153809
	Iteration 82Q: 3 clusters Score -1891080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1891082.625000 Penalty: 4764.153809
	Iteration 83Q: 3 clusters Score -1891083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1891085.750000 Penalty: 4764.153809
	Iteration 84Q: 3 clusters Score -1891086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1891085.750000 Penalty: 4764.153809
	Iteration 85F: 3 clusters Score -1891086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Entering Unmasked Estep 
Score: -1087960.125000 Penalty: 2244.500732
	Iteration 0F: 2 clusters Score -1087960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1081205.000000 Penalty: 4489.001465
	Iteration 0F: 3 clusters Score -1081205 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1083301.125000 Penalty: 4489.001465
	Iteration 1F: 3 clusters Score -1083301 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1083862.750000 Penalty: 4489.001465
	Iteration 2F: 3 clusters Score -1083863 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1084406.500000 Penalty: 4489.001465
	Iteration 3F: 3 clusters Score -1084406 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1084945.875000 Penalty: 4489.001465
	Iteration 4F: 3 clusters Score -1084946 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1085448.500000 Penalty: 4489.001465
	Iteration 5F: 3 clusters Score -1085448 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1085802.125000 Penalty: 4489.001465
	Iteration 6Q: 3 clusters Score -1085802 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1086023.250000 Penalty: 4489.001465
	Iteration 7Q: 3 clusters Score -1086023 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1086182.375000 Penalty: 4489.001465
	Iteration 8Q: 3 clusters Score -1086182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1086274.500000 Penalty: 4489.001465
	Iteration 9Q: 3 clusters Score -1086274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1086334.500000 Penalty: 4489.001465
	Iteration 10Q: 3 clusters Score -1086334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1086373.250000 Penalty: 4489.001465
	Iteration 11Q: 3 clusters Score -1086373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1086389.125000 Penalty: 4489.001465
	Iteration 12Q: 3 clusters Score -1086389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1086405.250000 Penalty: 4489.001465
	Iteration 13Q: 3 clusters Score -1086405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1086421.250000 Penalty: 4489.001465
	Iteration 14Q: 3 clusters Score -1086421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1086435.625000 Penalty: 4489.001465
	Iteration 15Q: 3 clusters Score -1086436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1086451.500000 Penalty: 4489.001465
	Iteration 16Q: 3 clusters Score -1086452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1086460.875000 Penalty: 4489.001465
	Iteration 17Q: 3 clusters Score -1086461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1086468.000000 Penalty: 4489.001465
	Iteration 18Q: 3 clusters Score -1086468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1086471.125000 Penalty: 4489.001465
	Iteration 19Q: 3 clusters Score -1086471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1086474.875000 Penalty: 4489.001465
	Iteration 20F: 3 clusters Score -1086475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1086479.375000 Penalty: 4489.001465
	Iteration 21Q: 3 clusters Score -1086479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1086480.125000 Penalty: 4489.001465
	Iteration 22Q: 3 clusters Score -1086480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1086479.375000 Penalty: 4489.001465
	Iteration 23Q: 3 clusters Score -1086479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1086481.375000 Penalty: 4489.001465
	Iteration 24Q: 3 clusters Score -1086481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1086483.500000 Penalty: 4489.001465
	Iteration 25Q: 3 clusters Score -1086484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1086483.125000 Penalty: 4489.001465
	Iteration 26Q: 3 clusters Score -1086483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1086483.750000 Penalty: 4489.001465
	Iteration 27Q: 3 clusters Score -1086484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1086483.000000 Penalty: 4489.001465
	Iteration 28Q: 3 clusters Score -1086483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1086483.000000 Penalty: 4489.001465
	Iteration 29Q: 3 clusters Score -1086483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1086483.000000 Penalty: 4489.001465
	Iteration 30F: 3 clusters Score -1086483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -33928.878906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -33928.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32688.048828 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -32688.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32811.156250 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -32811.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32848.828125 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -32848.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32861.488281 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32861.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32872.597656 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32876.027344 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32876.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32878.566406 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32878.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32878.566406 Penalty: 2873.334717
	Iteration 7F: 3 clusters Score -32878.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149004 members 
Entering Unmasked Estep 
Score: -18780434.000000 Penalty: 2954.108643
	Iteration 0F: 2 clusters Score -1.878043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -18681002.000000 Penalty: 5908.217285
	Iteration 0F: 3 clusters Score -1.8681e+07 nChanged 71356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -18721908.000000 Penalty: 5908.217285
	Iteration 1F: 3 clusters Score -1.872191e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -18722498.000000 Penalty: 5908.217285
	Iteration 2Q: 3 clusters Score -1.87225e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -18723026.000000 Penalty: 5908.217285
	Iteration 3Q: 3 clusters Score -1.872303e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -18723730.000000 Penalty: 5908.217285
	Iteration 4Q: 3 clusters Score -1.872373e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -18724486.000000 Penalty: 5908.217285
	Iteration 5Q: 3 clusters Score -1.872449e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -18725648.000000 Penalty: 5908.217285
	Iteration 6Q: 3 clusters Score -1.872565e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -18727696.000000 Penalty: 5908.217285
	Iteration 7Q: 3 clusters Score -1.87277e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -18731162.000000 Penalty: 5908.217285
	Iteration 8Q: 3 clusters Score -1.873116e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -18737894.000000 Penalty: 5908.217285
	Iteration 9F: 3 clusters Score -1.873789e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -18748728.000000 Penalty: 5908.217285
	Iteration 10F: 3 clusters Score -1.874873e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -18761824.000000 Penalty: 5908.217285
	Iteration 11F: 3 clusters Score -1.876182e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -18771916.000000 Penalty: 5908.217285
	Iteration 12F: 3 clusters Score -1.877192e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -18776040.000000 Penalty: 5908.217285
	Iteration 13Q: 3 clusters Score -1.877604e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -18777216.000000 Penalty: 5908.217285
	Iteration 14Q: 3 clusters Score -1.877722e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148736 members 
Entering Unmasked Estep 
Score: -18777532.000000 Penalty: 5908.217285
	Iteration 15Q: 3 clusters Score -1.877753e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -18777684.000000 Penalty: 5908.217285
	Iteration 16Q: 3 clusters Score -1.877768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -18777742.000000 Penalty: 5908.217285
	Iteration 17Q: 3 clusters Score -1.877774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148830 members 
Entering Unmasked Estep 
Score: -18777780.000000 Penalty: 5908.217285
	Iteration 18Q: 3 clusters Score -1.877778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148837 members 
Entering Unmasked Estep 
Score: -18777814.000000 Penalty: 5908.217285
	Iteration 19Q: 3 clusters Score -1.877781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -18777818.000000 Penalty: 5908.217285
	Iteration 20F: 3 clusters Score -1.877782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 148841 members 
Entering Unmasked Estep 
Score: -18777822.000000 Penalty: 5908.217285
	Iteration 21Q: 3 clusters Score -1.877782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -18777826.000000 Penalty: 5908.217285
	Iteration 22Q: 3 clusters Score -1.877783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148843 members 
Entering Unmasked Estep 
Score: -18777832.000000 Penalty: 5908.217285
	Iteration 23Q: 3 clusters Score -1.877783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -18777830.000000 Penalty: 5908.217285
	Iteration 24Q: 3 clusters Score -1.877783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -18777830.000000 Penalty: 5908.217285
	Iteration 25F: 3 clusters Score -1.877783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -29432.595703 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -29432.6 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 143 members 
Entering Unmasked Estep 
Score: -28232.595703 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -28232.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28395.968750 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28395.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28489.599609 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28489.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28563.423828 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28563.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28589.117188 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28589.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28620.427734 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28620.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28700.156250 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28700.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28771.271484 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28771.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28853.857422 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28853.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28892.783203 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -28892.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28935.412109 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -28935.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28960.908203 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -28960.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28974.347656 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -28974.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28974.347656 Penalty: 2832.371582
	Iteration 13F: 3 clusters Score -28974.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Entering Unmasked Estep 
Score: -20863724.000000 Penalty: 2979.921875
	Iteration 0F: 2 clusters Score -2.086372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -20756138.000000 Penalty: 5959.843750
	Iteration 0F: 3 clusters Score -2.075614e+07 nChanged 79306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -20802388.000000 Penalty: 5959.843750
	Iteration 1F: 3 clusters Score -2.080239e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -20803946.000000 Penalty: 5959.843750
	Iteration 2Q: 3 clusters Score -2.080395e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -20806712.000000 Penalty: 5959.843750
	Iteration 3Q: 3 clusters Score -2.080671e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -20811752.000000 Penalty: 5959.843750
	Iteration 4F: 3 clusters Score -2.081175e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 121365 members 
Entering Unmasked Estep 
Score: -20821110.000000 Penalty: 5959.843750
	Iteration 5F: 3 clusters Score -2.082111e+07 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -20835526.000000 Penalty: 5959.843750
	Iteration 6F: 3 clusters Score -2.083553e+07 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -20850244.000000 Penalty: 5959.843750
	Iteration 7F: 3 clusters Score -2.085024e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 160963 members 
Entering Unmasked Estep 
Score: -20857940.000000 Penalty: 5959.843750
	Iteration 8F: 3 clusters Score -2.085794e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 164140 members 
Entering Unmasked Estep 
Score: -20860180.000000 Penalty: 5959.843750
	Iteration 9Q: 3 clusters Score -2.086018e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -20860762.000000 Penalty: 5959.843750
	Iteration 10Q: 3 clusters Score -2.086076e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -20860900.000000 Penalty: 5959.843750
	Iteration 11Q: 3 clusters Score -2.08609e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -20860990.000000 Penalty: 5959.843750
	Iteration 12Q: 3 clusters Score -2.086099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -20861014.000000 Penalty: 5959.843750
	Iteration 13Q: 3 clusters Score -2.086101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -20861020.000000 Penalty: 5959.843750
	Iteration 14Q: 3 clusters Score -2.086102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -20861036.000000 Penalty: 5959.843750
	Iteration 15Q: 3 clusters Score -2.086104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -20861032.000000 Penalty: 5959.843750
	Iteration 16Q: 3 clusters Score -2.086103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -20861054.000000 Penalty: 5959.843750
	Iteration 17Q: 3 clusters Score -2.086105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -20861068.000000 Penalty: 5959.843750
	Iteration 18Q: 3 clusters Score -2.086107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -20861078.000000 Penalty: 5959.843750
	Iteration 19Q: 3 clusters Score -2.086108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -20861092.000000 Penalty: 5959.843750
	Iteration 20F: 3 clusters Score -2.086109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -20861090.000000 Penalty: 5959.843750
	Iteration 21Q: 3 clusters Score -2.086109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -20861116.000000 Penalty: 5959.843750
	Iteration 22Q: 3 clusters Score -2.086112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -20861118.000000 Penalty: 5959.843750
	Iteration 23Q: 3 clusters Score -2.086112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -20861118.000000 Penalty: 5959.843750
	Iteration 24F: 3 clusters Score -2.086112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -193826.390625 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -193826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -191470.312500 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -191470.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191980.859375 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -191980.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -192246.281250 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -192246.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192527.312500 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -192527.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -192670.843750 Penalty: 3685.630615
	Iteration 4F: 3 clusters Score -192670.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192775.515625 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -192775.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192839.843750 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -192839.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192882.703125 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -192882.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192917.890625 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -192917.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -192962.375000 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -192962.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -193001.187500 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -193001.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -193050.671875 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -193050.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -193100.937500 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -193100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -193142.859375 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -193142.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -193182.000000 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -193182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -193199.750000 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -193199.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -193214.625000 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -193214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -193220.937500 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -193220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -193229.765625 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -193229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -193238.437500 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -193238.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -193254.734375 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -193254.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -193271.109375 Penalty: 3685.630615
	Iteration 21Q: 3 clusters Score -193271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -193287.453125 Penalty: 3685.630615
	Iteration 22Q: 3 clusters Score -193287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -193298.734375 Penalty: 3685.630615
	Iteration 23Q: 3 clusters Score -193298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -193307.109375 Penalty: 3685.630615
	Iteration 24Q: 3 clusters Score -193307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -193317.718750 Penalty: 3685.630615
	Iteration 25Q: 3 clusters Score -193317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -193325.484375 Penalty: 3685.630615
	Iteration 26Q: 3 clusters Score -193325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -193327.859375 Penalty: 3685.630615
	Iteration 27Q: 3 clusters Score -193327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -193331.406250 Penalty: 3685.630615
	Iteration 28Q: 3 clusters Score -193331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -193333.421875 Penalty: 3685.630615
	Iteration 29Q: 3 clusters Score -193333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -193334.500000 Penalty: 3685.630615
	Iteration 30Q: 3 clusters Score -193334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -193335.250000 Penalty: 3685.630615
	Iteration 31Q: 3 clusters Score -193335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -193336.750000 Penalty: 3685.630615
	Iteration 32Q: 3 clusters Score -193336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -193336.750000 Penalty: 3685.630615
	Iteration 33F: 3 clusters Score -193336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Entering Unmasked Estep 
Score: -2047467.125000 Penalty: 2401.885010
	Iteration 0F: 2 clusters Score -2047467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2035931.250000 Penalty: 4803.770020
	Iteration 0F: 3 clusters Score -2035931 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2039537.375000 Penalty: 4803.770020
	Iteration 1F: 3 clusters Score -2039537 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2039909.250000 Penalty: 4803.770020
	Iteration 2F: 3 clusters Score -2039909 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2040164.250000 Penalty: 4803.770020
	Iteration 3Q: 3 clusters Score -2040164 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2040367.125000 Penalty: 4803.770020
	Iteration 4Q: 3 clusters Score -2040367 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2040531.000000 Penalty: 4803.770020
	Iteration 5Q: 3 clusters Score -2040531 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2040704.375000 Penalty: 4803.770020
	Iteration 6Q: 3 clusters Score -2040704 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2040902.125000 Penalty: 4803.770020
	Iteration 7Q: 3 clusters Score -2040902 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2041138.625000 Penalty: 4803.770020
	Iteration 8Q: 3 clusters Score -2041139 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2041416.750000 Penalty: 4803.770020
	Iteration 9Q: 3 clusters Score -2041417 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2041809.250000 Penalty: 4803.770020
	Iteration 10Q: 3 clusters Score -2041809 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2042352.875000 Penalty: 4803.770020
	Iteration 11F: 3 clusters Score -2042353 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2043006.125000 Penalty: 4803.770020
	Iteration 12F: 3 clusters Score -2043006 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2043696.875000 Penalty: 4803.770020
	Iteration 13F: 3 clusters Score -2043697 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2044238.875000 Penalty: 4803.770020
	Iteration 14Q: 3 clusters Score -2044239 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2044625.625000 Penalty: 4803.770020
	Iteration 15Q: 3 clusters Score -2044626 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2044870.750000 Penalty: 4803.770020
	Iteration 16Q: 3 clusters Score -2044871 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2045056.500000 Penalty: 4803.770020
	Iteration 17Q: 3 clusters Score -2045056 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2045158.500000 Penalty: 4803.770020
	Iteration 18Q: 3 clusters Score -2045158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2045218.875000 Penalty: 4803.770020
	Iteration 19Q: 3 clusters Score -2045219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2045258.125000 Penalty: 4803.770020
	Iteration 20F: 3 clusters Score -2045258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2045292.375000 Penalty: 4803.770020
	Iteration 21Q: 3 clusters Score -2045292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2045311.625000 Penalty: 4803.770020
	Iteration 22Q: 3 clusters Score -2045312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2045326.250000 Penalty: 4803.770020
	Iteration 23Q: 3 clusters Score -2045326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2045344.125000 Penalty: 4803.770020
	Iteration 24Q: 3 clusters Score -2045344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2045350.250000 Penalty: 4803.770020
	Iteration 25Q: 3 clusters Score -2045350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2045348.375000 Penalty: 4803.770020
	Iteration 26Q: 3 clusters Score -2045348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2045351.625000 Penalty: 4803.770020
	Iteration 27Q: 3 clusters Score -2045352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2045350.625000 Penalty: 4803.770020
	Iteration 28Q: 3 clusters Score -2045351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2045354.250000 Penalty: 4803.770020
	Iteration 29Q: 3 clusters Score -2045354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2045360.875000 Penalty: 4803.770020
	Iteration 30Q: 3 clusters Score -2045361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2045363.500000 Penalty: 4803.770020
	Iteration 31Q: 3 clusters Score -2045364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2045366.000000 Penalty: 4803.770020
	Iteration 32Q: 3 clusters Score -2045366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2045365.875000 Penalty: 4803.770020
	Iteration 33Q: 3 clusters Score -2045366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2045364.250000 Penalty: 4803.770020
	Iteration 34Q: 3 clusters Score -2045364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2045364.250000 Penalty: 4803.770020
	Iteration 35F: 3 clusters Score -2045364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -1020774.937500 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -1020775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1014409.437500 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -1014409 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1016038.500000 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -1016038 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1016266.625000 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -1016267 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1016420.875000 Penalty: 4456.097168
	Iteration 3Q: 3 clusters Score -1016421 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1016536.562500 Penalty: 4456.097168
	Iteration 4Q: 3 clusters Score -1016537 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1016634.187500 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -1016634 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1016737.375000 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -1016737 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1016819.312500 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -1016819 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1016887.625000 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -1016888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1016968.250000 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -1016968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1017036.000000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -1017036 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1017110.062500 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -1017110 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1017235.125000 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -1017235 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1017394.750000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -1017395 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1017558.250000 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -1017558 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1017753.000000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -1017753 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1017985.000000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -1017985 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1018191.437500 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -1018191 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1018355.750000 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -1018356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1018489.687500 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -1018490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1018608.625000 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -1018609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1018697.250000 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -1018697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1018758.937500 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -1018759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1018797.875000 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -1018798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1018822.187500 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -1018822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1018845.562500 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -1018846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1018858.875000 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -1018859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1018866.062500 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -1018866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1018876.687500 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -1018877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1018880.500000 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -1018880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1018884.562500 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -1018885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1018884.312500 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -1018884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1018887.812500 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -1018888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1018892.625000 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -1018893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1018895.500000 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -1018896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1018899.812500 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -1018900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1018900.812500 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -1018901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1018900.437500 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -1018900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1018903.625000 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -1018904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1018903.125000 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -1018903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1018906.437500 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -1018906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1018908.500000 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -1018908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1018909.375000 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -1018909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1018908.187500 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -1018908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1018909.062500 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -1018909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1018907.937500 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -1018908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1018907.937500 Penalty: 4456.097168
	Iteration 46F: 3 clusters Score -1018908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 159734 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 146355 members 
Mstep: Class 6 contains 80940 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78481 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7426 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14841 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 149004 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 165349 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 16075 members 
Mstep: Class 23 contains 7975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793024.000000 Penalty: 77923.179688
Iteration 359Q: 24 clusters Score -1.05793e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 159628 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 145810 members 
Mstep: Class 6 contains 81020 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78402 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7401 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 150533 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 164678 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 16031 members 
Mstep: Class 23 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793168.000000 Penalty: 77923.179688
Iteration 360F: 24 clusters Score -1.057932e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 159516 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 145250 members 
Mstep: Class 6 contains 81139 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78318 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7374 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 152062 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 163956 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 16000 members 
Mstep: Class 23 contains 7937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792896.000000 Penalty: 77923.179688
Iteration 361Q: 24 clusters Score -1.057929e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 159437 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 144711 members 
Mstep: Class 6 contains 81297 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78237 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 153547 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 163189 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 15970 members 
Mstep: Class 23 contains 7912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105792992.000000 Penalty: 77923.179688
Iteration 362Q: 24 clusters Score -1.05793e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 159375 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1704 members 
Mstep: Class 5 contains 144177 members 
Mstep: Class 6 contains 81480 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78170 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14607 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 154926 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 162440 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 15936 members 
Mstep: Class 23 contains 7899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793096.000000 Penalty: 77923.179688
Iteration 363Q: 24 clusters Score -1.057931e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 159318 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 143654 members 
Mstep: Class 6 contains 81659 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78107 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 156224 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 161740 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 7886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793280.000000 Penalty: 77923.179688
Iteration 364Q: 24 clusters Score -1.057933e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 159211 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1704 members 
Mstep: Class 5 contains 143163 members 
Mstep: Class 6 contains 81841 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78054 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7309 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14563 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 157427 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 161121 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 15848 members 
Mstep: Class 23 contains 7880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793456.000000 Penalty: 77923.179688
Iteration 365Q: 24 clusters Score -1.057935e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 159100 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 142655 members 
Mstep: Class 6 contains 82037 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 78011 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14536 members 
Mstep: Class 16 contains 8422 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 158654 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 160478 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 15822 members 
Mstep: Class 23 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793848.000000 Penalty: 77923.179688
Iteration 366Q: 24 clusters Score -1.057938e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 158946 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 142189 members 
Mstep: Class 6 contains 82240 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77979 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14528 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 159801 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 159879 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 15788 members 
Mstep: Class 23 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793680.000000 Penalty: 77923.179688
Iteration 367Q: 24 clusters Score -1.057937e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 158830 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 141738 members 
Mstep: Class 6 contains 82440 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77956 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14498 members 
Mstep: Class 16 contains 8391 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 160887 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 159332 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 15754 members 
Mstep: Class 23 contains 7806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793664.000000 Penalty: 77923.179688
Iteration 368Q: 24 clusters Score -1.057937e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 158765 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 141277 members 
Mstep: Class 6 contains 82654 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77922 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 161920 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 158774 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793728.000000 Penalty: 77923.179688
Iteration 369Q: 24 clusters Score -1.057937e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 158653 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 140855 members 
Mstep: Class 6 contains 82859 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77898 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7245 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14421 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 162888 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 158306 members 
Mstep: Class 21 contains 1678 members 
Mstep: Class 22 contains 15687 members 
Mstep: Class 23 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794048.000000 Penalty: 77923.179688
Iteration 370Q: 24 clusters Score -1.05794e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 158527 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 140471 members 
Mstep: Class 6 contains 83068 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77870 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14388 members 
Mstep: Class 16 contains 8357 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 163819 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 157834 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 15648 members 
Mstep: Class 23 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794408.000000 Penalty: 77923.179688
Iteration 371Q: 24 clusters Score -1.057944e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 158464 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1708 members 
Mstep: Class 5 contains 140047 members 
Mstep: Class 6 contains 83276 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77846 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 164754 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 157319 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 15607 members 
Mstep: Class 23 contains 7726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794264.000000 Penalty: 77923.179688
Iteration 372Q: 24 clusters Score -1.057943e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 158376 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 139638 members 
Mstep: Class 6 contains 83481 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77822 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7221 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 165678 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 156809 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 15575 members 
Mstep: Class 23 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794312.000000 Penalty: 77923.179688
Iteration 373Q: 24 clusters Score -1.057943e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 158260 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 139255 members 
Mstep: Class 6 contains 83676 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77801 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7217 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166540 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 156342 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 15547 members 
Mstep: Class 23 contains 7709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794408.000000 Penalty: 77923.179688
Iteration 374Q: 24 clusters Score -1.057944e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 158158 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 138855 members 
Mstep: Class 6 contains 83851 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77784 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14259 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167415 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 155877 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 15529 members 
Mstep: Class 23 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793960.000000 Penalty: 77923.179688
Iteration 375Q: 24 clusters Score -1.05794e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 158027 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 138433 members 
Mstep: Class 6 contains 84063 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77783 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7207 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14231 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168160 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 155534 members 
Mstep: Class 21 contains 1667 members 
Mstep: Class 22 contains 15507 members 
Mstep: Class 23 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794072.000000 Penalty: 77923.179688
Iteration 376Q: 24 clusters Score -1.057941e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 157931 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 138009 members 
Mstep: Class 6 contains 84260 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77802 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168884 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 155149 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 15491 members 
Mstep: Class 23 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794400.000000 Penalty: 77923.179688
Iteration 377Q: 24 clusters Score -1.057944e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 157829 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 137637 members 
Mstep: Class 6 contains 84460 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77816 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14198 members 
Mstep: Class 16 contains 8358 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 169542 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 154797 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 15486 members 
Mstep: Class 23 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794456.000000 Penalty: 77923.179688
Iteration 378Q: 24 clusters Score -1.057945e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 157743 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 137305 members 
Mstep: Class 6 contains 84676 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77814 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170064 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 154559 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 15464 members 
Mstep: Class 23 contains 7682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794336.000000 Penalty: 77923.179688
Iteration 379Q: 24 clusters Score -1.057943e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 157705 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 136982 members 
Mstep: Class 6 contains 84853 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77823 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170578 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 154291 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 15437 members 
Mstep: Class 23 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794176.000000 Penalty: 77923.179688
Iteration 380F: 24 clusters Score -1.057942e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 157660 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 136669 members 
Mstep: Class 6 contains 85013 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77825 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171087 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 154029 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 15410 members 
Mstep: Class 23 contains 7696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794296.000000 Penalty: 77923.179688
Iteration 381Q: 24 clusters Score -1.057943e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 157615 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 136378 members 
Mstep: Class 6 contains 85188 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77821 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7172 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14169 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171512 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153797 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 15386 members 
Mstep: Class 23 contains 7699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793984.000000 Penalty: 77923.179688
Iteration 382Q: 24 clusters Score -1.05794e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 157560 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 136096 members 
Mstep: Class 6 contains 85356 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77818 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14169 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171837 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153669 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 15372 members 
Mstep: Class 23 contains 7693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793856.000000 Penalty: 77923.179688
Iteration 383Q: 24 clusters Score -1.057939e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 157535 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 135858 members 
Mstep: Class 6 contains 85497 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77829 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 8341 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172101 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153574 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 15365 members 
Mstep: Class 23 contains 7677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793872.000000 Penalty: 77923.179688
Iteration 384Q: 24 clusters Score -1.057939e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 157542 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 135626 members 
Mstep: Class 6 contains 85608 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77825 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172339 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153499 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 15354 members 
Mstep: Class 23 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793856.000000 Penalty: 77923.179688
Iteration 385Q: 24 clusters Score -1.057939e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 157590 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 135403 members 
Mstep: Class 6 contains 85713 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77811 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14155 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172523 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153465 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 15350 members 
Mstep: Class 23 contains 7661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793680.000000 Penalty: 77923.179688
Iteration 386Q: 24 clusters Score -1.057937e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 157677 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 135190 members 
Mstep: Class 6 contains 85803 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77803 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14146 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172690 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153393 members 
Mstep: Class 21 contains 1651 members 
Mstep: Class 22 contains 15350 members 
Mstep: Class 23 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793560.000000 Penalty: 77923.179688
Iteration 387Q: 24 clusters Score -1.057936e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 157788 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 134986 members 
Mstep: Class 6 contains 85857 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77791 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14142 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172817 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153370 members 
Mstep: Class 21 contains 1651 members 
Mstep: Class 22 contains 15342 members 
Mstep: Class 23 contains 7637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793816.000000 Penalty: 77923.179688
Iteration 388Q: 24 clusters Score -1.057938e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 157932 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 134775 members 
Mstep: Class 6 contains 85932 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77768 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14141 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172868 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153356 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 15338 members 
Mstep: Class 23 contains 7632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793688.000000 Penalty: 77923.179688
Iteration 389Q: 24 clusters Score -1.057937e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 158082 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 134613 members 
Mstep: Class 6 contains 85974 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77755 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14142 members 
Mstep: Class 16 contains 8325 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172920 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153340 members 
Mstep: Class 21 contains 1648 members 
Mstep: Class 22 contains 15324 members 
Mstep: Class 23 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793848.000000 Penalty: 77923.179688
Iteration 390Q: 24 clusters Score -1.057938e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 158215 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 134496 members 
Mstep: Class 6 contains 85982 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77748 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 14151 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172953 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153335 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 15314 members 
Mstep: Class 23 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793728.000000 Penalty: 77923.179688
Iteration 391Q: 24 clusters Score -1.057937e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 158324 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 134432 members 
Mstep: Class 6 contains 85969 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77739 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172974 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153315 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 15317 members 
Mstep: Class 23 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793648.000000 Penalty: 77923.179688
Iteration 392Q: 24 clusters Score -1.057936e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 158419 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 134386 members 
Mstep: Class 6 contains 85944 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77730 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172954 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153360 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 15321 members 
Mstep: Class 23 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793592.000000 Penalty: 77923.179688
Iteration 393Q: 24 clusters Score -1.057936e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 158542 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 134378 members 
Mstep: Class 6 contains 85892 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14160 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172973 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153317 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15324 members 
Mstep: Class 23 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793712.000000 Penalty: 77923.179688
Iteration 394Q: 24 clusters Score -1.057937e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 158645 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 134413 members 
Mstep: Class 6 contains 85829 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77707 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14156 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172958 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153307 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 15319 members 
Mstep: Class 23 contains 7607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793760.000000 Penalty: 77923.179688
Iteration 395Q: 24 clusters Score -1.057938e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 158749 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 134480 members 
Mstep: Class 6 contains 85770 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77692 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14150 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172912 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153290 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 15314 members 
Mstep: Class 23 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793784.000000 Penalty: 77923.179688
Iteration 396Q: 24 clusters Score -1.057938e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 158832 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 134578 members 
Mstep: Class 6 contains 85718 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77679 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14142 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172835 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153293 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 7601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793608.000000 Penalty: 77923.179688
Iteration 397Q: 24 clusters Score -1.057936e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 158932 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 134691 members 
Mstep: Class 6 contains 85662 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77667 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7098 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14134 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172745 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153275 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 15311 members 
Mstep: Class 23 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793752.000000 Penalty: 77923.179688
Iteration 398Q: 24 clusters Score -1.057938e+08 nChanged 1256
Entering ConstructFrom: 
Score: -105793752.000000 Penalty: 77923.179688
Entering ConstructFrom: 
Trying to split cluster 1 (12773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Entering Unmasked Estep 
Score: -1605754.750000 Penalty: 2344.862061
	Iteration 0F: 2 clusters Score -1605755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1596274.750000 Penalty: 4689.724121
	Iteration 0F: 3 clusters Score -1596275 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1599162.125000 Penalty: 4689.724121
	Iteration 1F: 3 clusters Score -1599162 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1599655.875000 Penalty: 4689.724121
	Iteration 2F: 3 clusters Score -1599656 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1600147.750000 Penalty: 4689.724121
	Iteration 3F: 3 clusters Score -1600148 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1600669.500000 Penalty: 4689.724121
	Iteration 4F: 3 clusters Score -1600670 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1601181.875000 Penalty: 4689.724121
	Iteration 5F: 3 clusters Score -1601182 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1601695.125000 Penalty: 4689.724121
	Iteration 6F: 3 clusters Score -1601695 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1602189.250000 Penalty: 4689.724121
	Iteration 7F: 3 clusters Score -1602189 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1602670.125000 Penalty: 4689.724121
	Iteration 8F: 3 clusters Score -1602670 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1603143.250000 Penalty: 4689.724121
	Iteration 9F: 3 clusters Score -1603143 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1603523.375000 Penalty: 4689.724121
	Iteration 10Q: 3 clusters Score -1603523 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1603808.625000 Penalty: 4689.724121
	Iteration 11Q: 3 clusters Score -1603809 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1604024.250000 Penalty: 4689.724121
	Iteration 12Q: 3 clusters Score -1604024 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1604163.875000 Penalty: 4689.724121
	Iteration 13Q: 3 clusters Score -1604164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1604254.875000 Penalty: 4689.724121
	Iteration 14Q: 3 clusters Score -1604255 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1604316.500000 Penalty: 4689.724121
	Iteration 15Q: 3 clusters Score -1604316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1604356.750000 Penalty: 4689.724121
	Iteration 16Q: 3 clusters Score -1604357 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1604395.500000 Penalty: 4689.724121
	Iteration 17Q: 3 clusters Score -1604396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1604428.875000 Penalty: 4689.724121
	Iteration 18Q: 3 clusters Score -1604429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1604443.875000 Penalty: 4689.724121
	Iteration 19Q: 3 clusters Score -1604444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1604464.125000 Penalty: 4689.724121
	Iteration 20F: 3 clusters Score -1604464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1604476.625000 Penalty: 4689.724121
	Iteration 21Q: 3 clusters Score -1604477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1604487.750000 Penalty: 4689.724121
	Iteration 22Q: 3 clusters Score -1604488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1604502.625000 Penalty: 4689.724121
	Iteration 23Q: 3 clusters Score -1604503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1604511.500000 Penalty: 4689.724121
	Iteration 24Q: 3 clusters Score -1604512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1604519.250000 Penalty: 4689.724121
	Iteration 25Q: 3 clusters Score -1604519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1604527.750000 Penalty: 4689.724121
	Iteration 26Q: 3 clusters Score -1604528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1604527.750000 Penalty: 4689.724121
	Iteration 27Q: 3 clusters Score -1604528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1604533.625000 Penalty: 4689.724121
	Iteration 28Q: 3 clusters Score -1604534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1604540.875000 Penalty: 4689.724121
	Iteration 29Q: 3 clusters Score -1604541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1604541.250000 Penalty: 4689.724121
	Iteration 30Q: 3 clusters Score -1604541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1604545.375000 Penalty: 4689.724121
	Iteration 31Q: 3 clusters Score -1604545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1604544.750000 Penalty: 4689.724121
	Iteration 32Q: 3 clusters Score -1604545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1604553.375000 Penalty: 4689.724121
	Iteration 33Q: 3 clusters Score -1604553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1604553.000000 Penalty: 4689.724121
	Iteration 34Q: 3 clusters Score -1604553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1604555.250000 Penalty: 4689.724121
	Iteration 35Q: 3 clusters Score -1604555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1604557.250000 Penalty: 4689.724121
	Iteration 36Q: 3 clusters Score -1604557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1604564.000000 Penalty: 4689.724121
	Iteration 37Q: 3 clusters Score -1604564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1604566.625000 Penalty: 4689.724121
	Iteration 38Q: 3 clusters Score -1604567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1604578.625000 Penalty: 4689.724121
	Iteration 39Q: 3 clusters Score -1604579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1604579.000000 Penalty: 4689.724121
	Iteration 40F: 3 clusters Score -1604579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1604581.000000 Penalty: 4689.724121
	Iteration 41Q: 3 clusters Score -1604581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1604586.125000 Penalty: 4689.724121
	Iteration 42Q: 3 clusters Score -1604586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1604596.750000 Penalty: 4689.724121
	Iteration 43Q: 3 clusters Score -1604597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1604598.750000 Penalty: 4689.724121
	Iteration 44Q: 3 clusters Score -1604599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1604601.125000 Penalty: 4689.724121
	Iteration 45Q: 3 clusters Score -1604601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1604606.750000 Penalty: 4689.724121
	Iteration 46Q: 3 clusters Score -1604607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1604612.750000 Penalty: 4689.724121
	Iteration 47Q: 3 clusters Score -1604613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1604610.625000 Penalty: 4689.724121
	Iteration 48Q: 3 clusters Score -1604611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1604612.000000 Penalty: 4689.724121
	Iteration 49Q: 3 clusters Score -1604612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1604614.250000 Penalty: 4689.724121
	Iteration 50Q: 3 clusters Score -1604614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1604613.750000 Penalty: 4689.724121
	Iteration 51Q: 3 clusters Score -1604614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1604616.625000 Penalty: 4689.724121
	Iteration 52Q: 3 clusters Score -1604617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1604620.125000 Penalty: 4689.724121
	Iteration 53Q: 3 clusters Score -1604620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1604622.500000 Penalty: 4689.724121
	Iteration 54Q: 3 clusters Score -1604622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1604622.500000 Penalty: 4689.724121
	Iteration 55Q: 3 clusters Score -1604622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1604624.000000 Penalty: 4689.724121
	Iteration 56Q: 3 clusters Score -1604624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1604627.000000 Penalty: 4689.724121
	Iteration 57Q: 3 clusters Score -1604627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1604629.500000 Penalty: 4689.724121
	Iteration 58Q: 3 clusters Score -1604630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1604632.125000 Penalty: 4689.724121
	Iteration 59Q: 3 clusters Score -1604632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1604630.625000 Penalty: 4689.724121
	Iteration 60F: 3 clusters Score -1604631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1604629.750000 Penalty: 4689.724121
	Iteration 61Q: 3 clusters Score -1604630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1604633.500000 Penalty: 4689.724121
	Iteration 62Q: 3 clusters Score -1604634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1604631.875000 Penalty: 4689.724121
	Iteration 63Q: 3 clusters Score -1604632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1604635.750000 Penalty: 4689.724121
	Iteration 64Q: 3 clusters Score -1604636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1604635.750000 Penalty: 4689.724121
	Iteration 65Q: 3 clusters Score -1604636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1604636.500000 Penalty: 4689.724121
	Iteration 66Q: 3 clusters Score -1604636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1604639.625000 Penalty: 4689.724121
	Iteration 67Q: 3 clusters Score -1604640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1604638.625000 Penalty: 4689.724121
	Iteration 68Q: 3 clusters Score -1604639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1604639.250000 Penalty: 4689.724121
	Iteration 69Q: 3 clusters Score -1604639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1604642.250000 Penalty: 4689.724121
	Iteration 70Q: 3 clusters Score -1604642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1604641.875000 Penalty: 4689.724121
	Iteration 71Q: 3 clusters Score -1604642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1604646.000000 Penalty: 4689.724121
	Iteration 72Q: 3 clusters Score -1604646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1604648.125000 Penalty: 4689.724121
	Iteration 73Q: 3 clusters Score -1604648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1604650.875000 Penalty: 4689.724121
	Iteration 74Q: 3 clusters Score -1604651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1604654.375000 Penalty: 4689.724121
	Iteration 75Q: 3 clusters Score -1604654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1604656.625000 Penalty: 4689.724121
	Iteration 76Q: 3 clusters Score -1604657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1604653.250000 Penalty: 4689.724121
	Iteration 77Q: 3 clusters Score -1604653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1604653.875000 Penalty: 4689.724121
	Iteration 78Q: 3 clusters Score -1604654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1604657.500000 Penalty: 4689.724121
	Iteration 79Q: 3 clusters Score -1604658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1604653.250000 Penalty: 4689.724121
	Iteration 80F: 3 clusters Score -1604653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1604652.750000 Penalty: 4689.724121
	Iteration 81Q: 3 clusters Score -1604653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1604652.375000 Penalty: 4689.724121
	Iteration 82Q: 3 clusters Score -1604652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1604657.500000 Penalty: 4689.724121
	Iteration 83Q: 3 clusters Score -1604658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1604662.750000 Penalty: 4689.724121
	Iteration 84Q: 3 clusters Score -1604663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1604663.000000 Penalty: 4689.724121
	Iteration 85Q: 3 clusters Score -1604663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1604663.125000 Penalty: 4689.724121
	Iteration 86Q: 3 clusters Score -1604663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1604664.750000 Penalty: 4689.724121
	Iteration 87Q: 3 clusters Score -1604665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1604662.000000 Penalty: 4689.724121
	Iteration 88Q: 3 clusters Score -1604662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1604661.500000 Penalty: 4689.724121
	Iteration 89Q: 3 clusters Score -1604662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1604663.250000 Penalty: 4689.724121
	Iteration 90Q: 3 clusters Score -1604663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1604666.000000 Penalty: 4689.724121
	Iteration 91Q: 3 clusters Score -1604666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1604666.000000 Penalty: 4689.724121
	Iteration 92F: 3 clusters Score -1604666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Entering Unmasked Estep 
Score: -20064156.000000 Penalty: 2970.236572
	Iteration 0F: 2 clusters Score -2.006416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -19959984.000000 Penalty: 5940.473145
	Iteration 0F: 3 clusters Score -1.995998e+07 nChanged 76398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -20004936.000000 Penalty: 5940.473145
	Iteration 1F: 3 clusters Score -2.000494e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -20007016.000000 Penalty: 5940.473145
	Iteration 2Q: 3 clusters Score -2.000702e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -20010576.000000 Penalty: 5940.473145
	Iteration 3Q: 3 clusters Score -2.001058e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -20016404.000000 Penalty: 5940.473145
	Iteration 4F: 3 clusters Score -2.00164e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
Score: -20025314.000000 Penalty: 5940.473145
	Iteration 5F: 3 clusters Score -2.002531e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -20035982.000000 Penalty: 5940.473145
	Iteration 6F: 3 clusters Score -2.003598e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 138374 members 
Entering Unmasked Estep 
Score: -20045840.000000 Penalty: 5940.473145
	Iteration 7F: 3 clusters Score -2.004584e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 146525 members 
Entering Unmasked Estep 
Score: -20053306.000000 Penalty: 5940.473145
	Iteration 8F: 3 clusters Score -2.005331e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -20057306.000000 Penalty: 5940.473145
	Iteration 9Q: 3 clusters Score -2.005731e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -20059346.000000 Penalty: 5940.473145
	Iteration 10Q: 3 clusters Score -2.005935e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -20060392.000000 Penalty: 5940.473145
	Iteration 11Q: 3 clusters Score -2.006039e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 157439 members 
Entering Unmasked Estep 
Score: -20060950.000000 Penalty: 5940.473145
	Iteration 12Q: 3 clusters Score -2.006095e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -20061206.000000 Penalty: 5940.473145
	Iteration 13Q: 3 clusters Score -2.006121e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -20061348.000000 Penalty: 5940.473145
	Iteration 14Q: 3 clusters Score -2.006135e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 158213 members 
Entering Unmasked Estep 
Score: -20061470.000000 Penalty: 5940.473145
	Iteration 15Q: 3 clusters Score -2.006147e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -20061544.000000 Penalty: 5940.473145
	Iteration 16Q: 3 clusters Score -2.006154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 158327 members 
Entering Unmasked Estep 
Score: -20061600.000000 Penalty: 5940.473145
	Iteration 17Q: 3 clusters Score -2.00616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 158365 members 
Entering Unmasked Estep 
Score: -20061610.000000 Penalty: 5940.473145
	Iteration 18Q: 3 clusters Score -2.006161e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 158380 members 
Entering Unmasked Estep 
Score: -20061662.000000 Penalty: 5940.473145
	Iteration 19Q: 3 clusters Score -2.006166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 158391 members 
Entering Unmasked Estep 
Score: -20061664.000000 Penalty: 5940.473145
	Iteration 20F: 3 clusters Score -2.006166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -20061674.000000 Penalty: 5940.473145
	Iteration 21Q: 3 clusters Score -2.006167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 158398 members 
Entering Unmasked Estep 
Score: -20061718.000000 Penalty: 5940.473145
	Iteration 22Q: 3 clusters Score -2.006172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -20061722.000000 Penalty: 5940.473145
	Iteration 23Q: 3 clusters Score -2.006172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -20061736.000000 Penalty: 5940.473145
	Iteration 24Q: 3 clusters Score -2.006174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 158412 members 
Entering Unmasked Estep 
Score: -20061746.000000 Penalty: 5940.473145
	Iteration 25Q: 3 clusters Score -2.006175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -20061744.000000 Penalty: 5940.473145
	Iteration 26Q: 3 clusters Score -2.006174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 158418 members 
Entering Unmasked Estep 
Score: -20061744.000000 Penalty: 5940.473145
	Iteration 27Q: 3 clusters Score -2.006174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -20061754.000000 Penalty: 5940.473145
	Iteration 28Q: 3 clusters Score -2.006175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -20061762.000000 Penalty: 5940.473145
	Iteration 29Q: 3 clusters Score -2.006176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -20061764.000000 Penalty: 5940.473145
	Iteration 30Q: 3 clusters Score -2.006176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -20061784.000000 Penalty: 5940.473145
	Iteration 31Q: 3 clusters Score -2.006178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -20061784.000000 Penalty: 5940.473145
	Iteration 32Q: 3 clusters Score -2.006178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -20061788.000000 Penalty: 5940.473145
	Iteration 33Q: 3 clusters Score -2.006179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -20061782.000000 Penalty: 5940.473145
	Iteration 34Q: 3 clusters Score -2.006178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -20061780.000000 Penalty: 5940.473145
	Iteration 35Q: 3 clusters Score -2.006178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -20061780.000000 Penalty: 5940.473145
	Iteration 36F: 3 clusters Score -2.006178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100000.937500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100000.9 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 439 members 
Entering Unmasked Estep 
Score: -98194.125000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -98194.12 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98499.523438 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -98499.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98645.421875 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -98645.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98737.781250 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -98737.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98831.031250 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -98831.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98881.539062 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -98881.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98915.234375 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -98915.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98943.945312 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -98943.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98983.000000 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -98983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99046.640625 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -99046.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99180.101562 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -99180.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99316.406250 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -99316.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99445.234375 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -99445.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99573.187500 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -99573.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -99603.179688 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -99603.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -99631.742188 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -99631.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99658.554688 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -99658.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99668.515625 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -99668.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99671.867188 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -99671.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99671.867188 Penalty: 3342.123535
	Iteration 19F: 3 clusters Score -99671.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -213694.828125 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -213694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -211282.343750 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -211282.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -211669.406250 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -211669.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -211758.546875 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -211758.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211799.546875 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -211799.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -211825.750000 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -211825.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -211846.437500 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -211846.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -211865.500000 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -211865.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -211874.406250 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -211874.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -211882.250000 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -211882.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211890.734375 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -211890.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -211898.671875 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -211898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -211904.281250 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -211904.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211908.437500 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -211908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211910.359375 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -211910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211910.984375 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -211911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211913.328125 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -211913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -211913.890625 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -211913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211914.453125 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -211914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -211915.046875 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -211915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -211916.187500 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -211916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -211916.187500 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -211916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (134824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Entering Unmasked Estep 
Score: -16967300.000000 Penalty: 2929.307861
	Iteration 0F: 2 clusters Score -1.69673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -16877724.000000 Penalty: 5858.615723
	Iteration 0F: 3 clusters Score -1.687772e+07 nChanged 64107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -16914606.000000 Penalty: 5858.615723
	Iteration 1F: 3 clusters Score -1.691461e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -16915788.000000 Penalty: 5858.615723
	Iteration 2Q: 3 clusters Score -1.691579e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -16917260.000000 Penalty: 5858.615723
	Iteration 3Q: 3 clusters Score -1.691726e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -16919210.000000 Penalty: 5858.615723
	Iteration 4Q: 3 clusters Score -1.691921e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -16921504.000000 Penalty: 5858.615723
	Iteration 5Q: 3 clusters Score -1.69215e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -16924214.000000 Penalty: 5858.615723
	Iteration 6Q: 3 clusters Score -1.692421e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -16926928.000000 Penalty: 5858.615723
	Iteration 7Q: 3 clusters Score -1.692693e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -16929836.000000 Penalty: 5858.615723
	Iteration 8Q: 3 clusters Score -1.692984e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -16933130.000000 Penalty: 5858.615723
	Iteration 9Q: 3 clusters Score -1.693313e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -16937058.000000 Penalty: 5858.615723
	Iteration 10F: 3 clusters Score -1.693706e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -16940910.000000 Penalty: 5858.615723
	Iteration 11Q: 3 clusters Score -1.694091e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -16943794.000000 Penalty: 5858.615723
	Iteration 12Q: 3 clusters Score -1.694379e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -16945294.000000 Penalty: 5858.615723
	Iteration 13Q: 3 clusters Score -1.694529e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -16946148.000000 Penalty: 5858.615723
	Iteration 14Q: 3 clusters Score -1.694615e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -16946692.000000 Penalty: 5858.615723
	Iteration 15Q: 3 clusters Score -1.694669e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -16947118.000000 Penalty: 5858.615723
	Iteration 16Q: 3 clusters Score -1.694712e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -16947492.000000 Penalty: 5858.615723
	Iteration 17Q: 3 clusters Score -1.694749e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -16947850.000000 Penalty: 5858.615723
	Iteration 18Q: 3 clusters Score -1.694785e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -16948310.000000 Penalty: 5858.615723
	Iteration 19Q: 3 clusters Score -1.694831e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -16948688.000000 Penalty: 5858.615723
	Iteration 20F: 3 clusters Score -1.694869e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -16949082.000000 Penalty: 5858.615723
	Iteration 21Q: 3 clusters Score -1.694908e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -16949544.000000 Penalty: 5858.615723
	Iteration 22Q: 3 clusters Score -1.694954e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -16950040.000000 Penalty: 5858.615723
	Iteration 23Q: 3 clusters Score -1.695004e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -16950568.000000 Penalty: 5858.615723
	Iteration 24Q: 3 clusters Score -1.695057e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -16951118.000000 Penalty: 5858.615723
	Iteration 25Q: 3 clusters Score -1.695112e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -16951616.000000 Penalty: 5858.615723
	Iteration 26Q: 3 clusters Score -1.695162e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -16952024.000000 Penalty: 5858.615723
	Iteration 27Q: 3 clusters Score -1.695202e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -16952532.000000 Penalty: 5858.615723
	Iteration 28Q: 3 clusters Score -1.695253e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -16953106.000000 Penalty: 5858.615723
	Iteration 29Q: 3 clusters Score -1.695311e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -16953506.000000 Penalty: 5858.615723
	Iteration 30Q: 3 clusters Score -1.695351e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -16953978.000000 Penalty: 5858.615723
	Iteration 31Q: 3 clusters Score -1.695398e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -16954476.000000 Penalty: 5858.615723
	Iteration 32Q: 3 clusters Score -1.695448e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -16955078.000000 Penalty: 5858.615723
	Iteration 33Q: 3 clusters Score -1.695508e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -16955632.000000 Penalty: 5858.615723
	Iteration 34Q: 3 clusters Score -1.695563e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -16956166.000000 Penalty: 5858.615723
	Iteration 35Q: 3 clusters Score -1.695617e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -16956666.000000 Penalty: 5858.615723
	Iteration 36Q: 3 clusters Score -1.695667e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -16957258.000000 Penalty: 5858.615723
	Iteration 37Q: 3 clusters Score -1.695726e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -16957738.000000 Penalty: 5858.615723
	Iteration 38Q: 3 clusters Score -1.695774e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -16958170.000000 Penalty: 5858.615723
	Iteration 39Q: 3 clusters Score -1.695817e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -16958622.000000 Penalty: 5858.615723
	Iteration 40F: 3 clusters Score -1.695862e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -16959100.000000 Penalty: 5858.615723
	Iteration 41Q: 3 clusters Score -1.69591e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -16959552.000000 Penalty: 5858.615723
	Iteration 42Q: 3 clusters Score -1.695955e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -16959932.000000 Penalty: 5858.615723
	Iteration 43Q: 3 clusters Score -1.695993e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -16960324.000000 Penalty: 5858.615723
	Iteration 44Q: 3 clusters Score -1.696032e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -16960764.000000 Penalty: 5858.615723
	Iteration 45Q: 3 clusters Score -1.696076e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -16961300.000000 Penalty: 5858.615723
	Iteration 46Q: 3 clusters Score -1.69613e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -16961894.000000 Penalty: 5858.615723
	Iteration 47Q: 3 clusters Score -1.696189e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -16962350.000000 Penalty: 5858.615723
	Iteration 48Q: 3 clusters Score -1.696235e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -16962744.000000 Penalty: 5858.615723
	Iteration 49Q: 3 clusters Score -1.696274e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -16962912.000000 Penalty: 5858.615723
	Iteration 50Q: 3 clusters Score -1.696291e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -16963100.000000 Penalty: 5858.615723
	Iteration 51Q: 3 clusters Score -1.69631e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -16963182.000000 Penalty: 5858.615723
	Iteration 52Q: 3 clusters Score -1.696318e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -16963242.000000 Penalty: 5858.615723
	Iteration 53Q: 3 clusters Score -1.696324e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -16963228.000000 Penalty: 5858.615723
	Iteration 54Q: 3 clusters Score -1.696323e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -16963214.000000 Penalty: 5858.615723
	Iteration 55Q: 3 clusters Score -1.696321e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -16963170.000000 Penalty: 5858.615723
	Iteration 56Q: 3 clusters Score -1.696317e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -16963172.000000 Penalty: 5858.615723
	Iteration 57Q: 3 clusters Score -1.696317e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -16963192.000000 Penalty: 5858.615723
	Iteration 58Q: 3 clusters Score -1.696319e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -16963176.000000 Penalty: 5858.615723
	Iteration 59Q: 3 clusters Score -1.696318e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -16963214.000000 Penalty: 5858.615723
	Iteration 60F: 3 clusters Score -1.696321e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -16963180.000000 Penalty: 5858.615723
	Iteration 61Q: 3 clusters Score -1.696318e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -16963226.000000 Penalty: 5858.615723
	Iteration 62Q: 3 clusters Score -1.696323e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -16963246.000000 Penalty: 5858.615723
	Iteration 63Q: 3 clusters Score -1.696325e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -16963274.000000 Penalty: 5858.615723
	Iteration 64Q: 3 clusters Score -1.696327e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -16963242.000000 Penalty: 5858.615723
	Iteration 65Q: 3 clusters Score -1.696324e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -16963250.000000 Penalty: 5858.615723
	Iteration 66Q: 3 clusters Score -1.696325e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -16963248.000000 Penalty: 5858.615723
	Iteration 67Q: 3 clusters Score -1.696325e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -16963258.000000 Penalty: 5858.615723
	Iteration 68Q: 3 clusters Score -1.696326e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -16963280.000000 Penalty: 5858.615723
	Iteration 69Q: 3 clusters Score -1.696328e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16963276.000000 Penalty: 5858.615723
	Iteration 70Q: 3 clusters Score -1.696328e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -16963278.000000 Penalty: 5858.615723
	Iteration 71Q: 3 clusters Score -1.696328e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -16963274.000000 Penalty: 5858.615723
	Iteration 72Q: 3 clusters Score -1.696327e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -16963274.000000 Penalty: 5858.615723
	Iteration 73Q: 3 clusters Score -1.696327e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -16963288.000000 Penalty: 5858.615723
	Iteration 74Q: 3 clusters Score -1.696329e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -16963306.000000 Penalty: 5858.615723
	Iteration 75Q: 3 clusters Score -1.696331e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -16963282.000000 Penalty: 5858.615723
	Iteration 76Q: 3 clusters Score -1.696328e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -16963274.000000 Penalty: 5858.615723
	Iteration 77Q: 3 clusters Score -1.696327e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -16963260.000000 Penalty: 5858.615723
	Iteration 78Q: 3 clusters Score -1.696326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -16963244.000000 Penalty: 5858.615723
	Iteration 79Q: 3 clusters Score -1.696324e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -16963236.000000 Penalty: 5858.615723
	Iteration 80F: 3 clusters Score -1.696324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -16963214.000000 Penalty: 5858.615723
	Iteration 81Q: 3 clusters Score -1.696321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -16963224.000000 Penalty: 5858.615723
	Iteration 82Q: 3 clusters Score -1.696322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -16963222.000000 Penalty: 5858.615723
	Iteration 83Q: 3 clusters Score -1.696322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -16963200.000000 Penalty: 5858.615723
	Iteration 84Q: 3 clusters Score -1.69632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -16963192.000000 Penalty: 5858.615723
	Iteration 85Q: 3 clusters Score -1.696319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -16963192.000000 Penalty: 5858.615723
	Iteration 86Q: 3 clusters Score -1.696319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -16963194.000000 Penalty: 5858.615723
	Iteration 87Q: 3 clusters Score -1.696319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -16963182.000000 Penalty: 5858.615723
	Iteration 88Q: 3 clusters Score -1.696318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -16963180.000000 Penalty: 5858.615723
	Iteration 89Q: 3 clusters Score -1.696318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -16963208.000000 Penalty: 5858.615723
	Iteration 90Q: 3 clusters Score -1.696321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -16963210.000000 Penalty: 5858.615723
	Iteration 91Q: 3 clusters Score -1.696321e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -16963214.000000 Penalty: 5858.615723
	Iteration 92Q: 3 clusters Score -1.696321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -16963230.000000 Penalty: 5858.615723
	Iteration 93Q: 3 clusters Score -1.696323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -16963236.000000 Penalty: 5858.615723
	Iteration 94Q: 3 clusters Score -1.696324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -16963238.000000 Penalty: 5858.615723
	Iteration 95Q: 3 clusters Score -1.696324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -16963232.000000 Penalty: 5858.615723
	Iteration 96Q: 3 clusters Score -1.696323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -16963244.000000 Penalty: 5858.615723
	Iteration 97Q: 3 clusters Score -1.696324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -16963220.000000 Penalty: 5858.615723
	Iteration 98Q: 3 clusters Score -1.696322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -16963216.000000 Penalty: 5858.615723
	Iteration 99Q: 3 clusters Score -1.696322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -16963204.000000 Penalty: 5858.615723
	Iteration 100F: 3 clusters Score -1.69632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -16963214.000000 Penalty: 5858.615723
	Iteration 101Q: 3 clusters Score -1.696321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -16963214.000000 Penalty: 5858.615723
	Iteration 102Q: 3 clusters Score -1.696321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -16963226.000000 Penalty: 5858.615723
	Iteration 103Q: 3 clusters Score -1.696323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -16963224.000000 Penalty: 5858.615723
	Iteration 104Q: 3 clusters Score -1.696322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -16963222.000000 Penalty: 5858.615723
	Iteration 105Q: 3 clusters Score -1.696322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -16963228.000000 Penalty: 5858.615723
	Iteration 106Q: 3 clusters Score -1.696323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -16963220.000000 Penalty: 5858.615723
	Iteration 107Q: 3 clusters Score -1.696322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -16963220.000000 Penalty: 5858.615723
	Iteration 108Q: 3 clusters Score -1.696322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -16963228.000000 Penalty: 5858.615723
	Iteration 109Q: 3 clusters Score -1.696323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -16963224.000000 Penalty: 5858.615723
	Iteration 110Q: 3 clusters Score -1.696322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -16963224.000000 Penalty: 5858.615723
	Iteration 111Q: 3 clusters Score -1.696322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -16963212.000000 Penalty: 5858.615723
	Iteration 112Q: 3 clusters Score -1.696321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -16963212.000000 Penalty: 5858.615723
	Iteration 113Q: 3 clusters Score -1.696321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -16963222.000000 Penalty: 5858.615723
	Iteration 114Q: 3 clusters Score -1.696322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -16963222.000000 Penalty: 5858.615723
	Iteration 115F: 3 clusters Score -1.696322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (85588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Entering Unmasked Estep 
Score: -10748222.000000 Penalty: 2816.610596
	Iteration 0F: 2 clusters Score -1.074822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -10690973.000000 Penalty: 5633.221191
	Iteration 0F: 3 clusters Score -1.069097e+07 nChanged 40207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -10713618.000000 Penalty: 5633.221191
	Iteration 1F: 3 clusters Score -1.071362e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -10714187.000000 Penalty: 5633.221191
	Iteration 2Q: 3 clusters Score -1.071419e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -10714849.000000 Penalty: 5633.221191
	Iteration 3Q: 3 clusters Score -1.071485e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -10715628.000000 Penalty: 5633.221191
	Iteration 4Q: 3 clusters Score -1.071563e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -10716897.000000 Penalty: 5633.221191
	Iteration 5Q: 3 clusters Score -1.07169e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -10719057.000000 Penalty: 5633.221191
	Iteration 6Q: 3 clusters Score -1.071906e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -10722642.000000 Penalty: 5633.221191
	Iteration 7F: 3 clusters Score -1.072264e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -10729007.000000 Penalty: 5633.221191
	Iteration 8F: 3 clusters Score -1.072901e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -10737038.000000 Penalty: 5633.221191
	Iteration 9F: 3 clusters Score -1.073704e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -10741727.000000 Penalty: 5633.221191
	Iteration 10F: 3 clusters Score -1.074173e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -10743775.000000 Penalty: 5633.221191
	Iteration 11Q: 3 clusters Score -1.074378e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -10744780.000000 Penalty: 5633.221191
	Iteration 12Q: 3 clusters Score -1.074478e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -10745358.000000 Penalty: 5633.221191
	Iteration 13Q: 3 clusters Score -1.074536e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -10745720.000000 Penalty: 5633.221191
	Iteration 14Q: 3 clusters Score -1.074572e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -10745872.000000 Penalty: 5633.221191
	Iteration 15Q: 3 clusters Score -1.074587e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -10746019.000000 Penalty: 5633.221191
	Iteration 16Q: 3 clusters Score -1.074602e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -10746065.000000 Penalty: 5633.221191
	Iteration 17Q: 3 clusters Score -1.074606e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -10746079.000000 Penalty: 5633.221191
	Iteration 18Q: 3 clusters Score -1.074608e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -10746117.000000 Penalty: 5633.221191
	Iteration 19Q: 3 clusters Score -1.074612e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -10746117.000000 Penalty: 5633.221191
	Iteration 20F: 3 clusters Score -1.074612e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -10746149.000000 Penalty: 5633.221191
	Iteration 21Q: 3 clusters Score -1.074615e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -10746140.000000 Penalty: 5633.221191
	Iteration 22Q: 3 clusters Score -1.074614e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -10746164.000000 Penalty: 5633.221191
	Iteration 23Q: 3 clusters Score -1.074616e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -10746147.000000 Penalty: 5633.221191
	Iteration 24Q: 3 clusters Score -1.074615e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -10746148.000000 Penalty: 5633.221191
	Iteration 25Q: 3 clusters Score -1.074615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -10746132.000000 Penalty: 5633.221191
	Iteration 26Q: 3 clusters Score -1.074613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -10746134.000000 Penalty: 5633.221191
	Iteration 27Q: 3 clusters Score -1.074613e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -10746128.000000 Penalty: 5633.221191
	Iteration 28Q: 3 clusters Score -1.074613e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -10746143.000000 Penalty: 5633.221191
	Iteration 29Q: 3 clusters Score -1.074614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -10746150.000000 Penalty: 5633.221191
	Iteration 30Q: 3 clusters Score -1.074615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -10746131.000000 Penalty: 5633.221191
	Iteration 31Q: 3 clusters Score -1.074613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -10746128.000000 Penalty: 5633.221191
	Iteration 32Q: 3 clusters Score -1.074613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -10746139.000000 Penalty: 5633.221191
	Iteration 33Q: 3 clusters Score -1.074614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -10746135.000000 Penalty: 5633.221191
	Iteration 34Q: 3 clusters Score -1.074614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -10746142.000000 Penalty: 5633.221191
	Iteration 35Q: 3 clusters Score -1.074614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -10746138.000000 Penalty: 5633.221191
	Iteration 36Q: 3 clusters Score -1.074614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -10746136.000000 Penalty: 5633.221191
	Iteration 37Q: 3 clusters Score -1.074614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -10746140.000000 Penalty: 5633.221191
	Iteration 38Q: 3 clusters Score -1.074614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -10746138.000000 Penalty: 5633.221191
	Iteration 39Q: 3 clusters Score -1.074614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -10746142.000000 Penalty: 5633.221191
	Iteration 40F: 3 clusters Score -1.074614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72101.101562 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72101.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72279.218750 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72279.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72331.015625 Penalty: 3180.261963
	Iteration 2Q: 3 clusters Score -72331.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72361.226562 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72361.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72383.156250 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72383.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72399.617188 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72399.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72405.101562 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72409.851562 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72409.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72411.273438 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72411.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72412.812500 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -72412.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72412.812500 Penalty: 3180.261963
	Iteration 10F: 3 clusters Score -72412.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Entering Unmasked Estep 
Score: -9474884.000000 Penalty: 2792.500488
	Iteration 0F: 2 clusters Score -9474884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -9422796.000000 Penalty: 5585.000977
	Iteration 0F: 3 clusters Score -9422796 nChanged 36418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -9443442.000000 Penalty: 5585.000977
	Iteration 1F: 3 clusters Score -9443442 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -9444114.000000 Penalty: 5585.000977
	Iteration 2Q: 3 clusters Score -9444114 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -9444968.000000 Penalty: 5585.000977
	Iteration 3Q: 3 clusters Score -9444968 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -9446289.000000 Penalty: 5585.000977
	Iteration 4Q: 3 clusters Score -9446289 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -9448911.000000 Penalty: 5585.000977
	Iteration 5F: 3 clusters Score -9448911 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -9453517.000000 Penalty: 5585.000977
	Iteration 6F: 3 clusters Score -9453517 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -9460024.000000 Penalty: 5585.000977
	Iteration 7F: 3 clusters Score -9460024 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -9466295.000000 Penalty: 5585.000977
	Iteration 8F: 3 clusters Score -9466295 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -9470199.000000 Penalty: 5585.000977
	Iteration 9Q: 3 clusters Score -9470199 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -9471644.000000 Penalty: 5585.000977
	Iteration 10Q: 3 clusters Score -9471644 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -9472102.000000 Penalty: 5585.000977
	Iteration 11Q: 3 clusters Score -9472102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -9472229.000000 Penalty: 5585.000977
	Iteration 12Q: 3 clusters Score -9472229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -9472289.000000 Penalty: 5585.000977
	Iteration 13Q: 3 clusters Score -9472289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -9472324.000000 Penalty: 5585.000977
	Iteration 14Q: 3 clusters Score -9472324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -9472327.000000 Penalty: 5585.000977
	Iteration 15Q: 3 clusters Score -9472327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -9472329.000000 Penalty: 5585.000977
	Iteration 16Q: 3 clusters Score -9472329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -9472348.000000 Penalty: 5585.000977
	Iteration 17Q: 3 clusters Score -9472348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -9472345.000000 Penalty: 5585.000977
	Iteration 18Q: 3 clusters Score -9472345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -9472347.000000 Penalty: 5585.000977
	Iteration 19Q: 3 clusters Score -9472347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9472353.000000 Penalty: 5585.000977
	Iteration 20F: 3 clusters Score -9472353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -9472355.000000 Penalty: 5585.000977
	Iteration 21Q: 3 clusters Score -9472355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -9472356.000000 Penalty: 5585.000977
	Iteration 22Q: 3 clusters Score -9472356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -9472353.000000 Penalty: 5585.000977
	Iteration 23Q: 3 clusters Score -9472353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -9472360.000000 Penalty: 5585.000977
	Iteration 24Q: 3 clusters Score -9472360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -9472347.000000 Penalty: 5585.000977
	Iteration 25Q: 3 clusters Score -9472347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -9472347.000000 Penalty: 5585.000977
	Iteration 26F: 3 clusters Score -9472347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17421.376953 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17421.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17459.679688 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -17459.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17461.978516 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17461.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17461.978516 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -17461.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -134016.343750 Penalty: 1746.703613
	Iteration 0F: 2 clusters Score -134016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132046.937500 Penalty: 3493.407227
	Iteration 0F: 3 clusters Score -132046.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132340.031250 Penalty: 3493.407227
	Iteration 1F: 3 clusters Score -132340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132448.921875 Penalty: 3493.407227
	Iteration 2F: 3 clusters Score -132448.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132515.921875 Penalty: 3493.407227
	Iteration 3Q: 3 clusters Score -132515.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -132579.390625 Penalty: 3493.407227
	Iteration 4Q: 3 clusters Score -132579.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132639.015625 Penalty: 3493.407227
	Iteration 5Q: 3 clusters Score -132639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132709.578125 Penalty: 3493.407227
	Iteration 6Q: 3 clusters Score -132709.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132787.796875 Penalty: 3493.407227
	Iteration 7Q: 3 clusters Score -132787.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132883.062500 Penalty: 3493.407227
	Iteration 8Q: 3 clusters Score -132883.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132978.125000 Penalty: 3493.407227
	Iteration 9Q: 3 clusters Score -132978.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133060.046875 Penalty: 3493.407227
	Iteration 10Q: 3 clusters Score -133060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133127.562500 Penalty: 3493.407227
	Iteration 11Q: 3 clusters Score -133127.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133168.578125 Penalty: 3493.407227
	Iteration 12Q: 3 clusters Score -133168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133199.296875 Penalty: 3493.407227
	Iteration 13Q: 3 clusters Score -133199.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133226.765625 Penalty: 3493.407227
	Iteration 14Q: 3 clusters Score -133226.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -133249.671875 Penalty: 3493.407227
	Iteration 15Q: 3 clusters Score -133249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133258.906250 Penalty: 3493.407227
	Iteration 16Q: 3 clusters Score -133258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133269.109375 Penalty: 3493.407227
	Iteration 17Q: 3 clusters Score -133269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133276.062500 Penalty: 3493.407227
	Iteration 18Q: 3 clusters Score -133276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -133277.640625 Penalty: 3493.407227
	Iteration 19Q: 3 clusters Score -133277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -133282.375000 Penalty: 3493.407227
	Iteration 20F: 3 clusters Score -133282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133341.625000 Penalty: 3493.407227
	Iteration 21Q: 3 clusters Score -133341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133378.171875 Penalty: 3493.407227
	Iteration 22Q: 3 clusters Score -133378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -133445.609375 Penalty: 3493.407227
	Iteration 23Q: 3 clusters Score -133445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133506.656250 Penalty: 3493.407227
	Iteration 24Q: 3 clusters Score -133506.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133557.421875 Penalty: 3493.407227
	Iteration 25Q: 3 clusters Score -133557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133586.093750 Penalty: 3493.407227
	Iteration 26Q: 3 clusters Score -133586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133601.156250 Penalty: 3493.407227
	Iteration 27Q: 3 clusters Score -133601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -133610.093750 Penalty: 3493.407227
	Iteration 28Q: 3 clusters Score -133610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133615.171875 Penalty: 3493.407227
	Iteration 29Q: 3 clusters Score -133615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133615.171875 Penalty: 3493.407227
	Iteration 30F: 3 clusters Score -133615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 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 407 members 
Entering Unmasked Estep 
Score: -84304.125000 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84304.12 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84580.773438 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84580.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84700.218750 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -84700.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84800.875000 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -84800.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84876.843750 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -84876.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84931.585938 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -84931.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85015.046875 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85015.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85095.500000 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85095.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85140.343750 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85140.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85159.039062 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85159.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85179.375000 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85179.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85213.570312 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85213.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85248.218750 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -85248.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85281.054688 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -85281.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85316.851562 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -85316.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85346.726562 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -85346.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85364.382812 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -85364.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85393.421875 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -85393.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85466.625000 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -85466.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85524.078125 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -85524.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85619.812500 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -85619.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85783.398438 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -85783.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85853.765625 Penalty: 3299.179688
	Iteration 22Q: 3 clusters Score -85853.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85895.953125 Penalty: 3299.179688
	Iteration 23Q: 3 clusters Score -85895.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85923.195312 Penalty: 3299.179688
	Iteration 24Q: 3 clusters Score -85923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85948.781250 Penalty: 3299.179688
	Iteration 25Q: 3 clusters Score -85948.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85973.179688 Penalty: 3299.179688
	Iteration 26Q: 3 clusters Score -85973.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85988.726562 Penalty: 3299.179688
	Iteration 27Q: 3 clusters Score -85988.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85993.476562 Penalty: 3299.179688
	Iteration 28Q: 3 clusters Score -85993.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85995.742188 Penalty: 3299.179688
	Iteration 29Q: 3 clusters Score -85995.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85999.757812 Penalty: 3299.179688
	Iteration 30Q: 3 clusters Score -85999.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85999.757812 Penalty: 3299.179688
	Iteration 31F: 3 clusters Score -85999.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 159016 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 134824 members 
Mstep: Class 6 contains 85588 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77659 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172686 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153246 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15319 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 394 members 
Entering Unmasked Estep 
Score: -105792128.000000 Penalty: 81311.140625
Splitting cluster 11 changes total score from -105793752.000000 to -105792128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -844068.187500 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -844068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -838240.812500 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -838240.8 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -839788.062500 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -839788.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -840085.062500 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -840085.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -840298.750000 Penalty: 4397.544434
	Iteration 3F: 3 clusters Score -840298.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -840479.750000 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -840479.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -840664.750000 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -840664.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -840846.312500 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -840846.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -841054.125000 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -841054.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -841288.062500 Penalty: 4397.544434
	Iteration 8F: 3 clusters Score -841288.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -841546.312500 Penalty: 4397.544434
	Iteration 9F: 3 clusters Score -841546.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -841811.062500 Penalty: 4397.544434
	Iteration 10F: 3 clusters Score -841811.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -842053.750000 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -842053.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -842237.562500 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -842237.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -842376.250000 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -842376.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -842450.375000 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -842450.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -842498.937500 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -842498.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -842544.000000 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -842544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -842569.187500 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -842569.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -842588.750000 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -842588.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -842616.500000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -842616.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -842635.187500 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -842635.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -842653.812500 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -842653.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -842672.062500 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -842672.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -842690.687500 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -842690.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -842705.125000 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -842705.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -842721.187500 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -842721.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -842739.750000 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -842739.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -842749.750000 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -842749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -842756.375000 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -842756.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -842768.500000 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -842768.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -842803.875000 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -842803.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -842834.687500 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -842834.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -842847.937500 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -842847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -842857.625000 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -842857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -842862.937500 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -842862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -842866.062500 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -842866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -842869.187500 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -842869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -842874.312500 Penalty: 4397.544434
	Iteration 37Q: 3 clusters Score -842874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -842878.937500 Penalty: 4397.544434
	Iteration 38Q: 3 clusters Score -842878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -842879.937500 Penalty: 4397.544434
	Iteration 39Q: 3 clusters Score -842879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -842880.937500 Penalty: 4397.544434
	Iteration 40F: 3 clusters Score -842880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -842880.625000 Penalty: 4397.544434
	Iteration 41Q: 3 clusters Score -842880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -842880.625000 Penalty: 4397.544434
	Iteration 42F: 3 clusters Score -842880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25914.998047 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24715.046875 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24715.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24802.068359 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24802.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24881.058594 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24881.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24941.140625 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24941.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24961.898438 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24963.699219 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24963.699219 Penalty: 2750.407959
	Iteration 6F: 3 clusters Score -24963.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -97444.695312 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -97444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95584.445312 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -95584.45 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95986.179688 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -95986.18 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96249.187500 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -96249.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96540.945312 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -96540.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96773.500000 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -96773.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96952.164062 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -96952.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -97094.804688 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -97094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97182.546875 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -97182.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97269.578125 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -97269.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97317.515625 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -97317.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97343.789062 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -97343.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97373.750000 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -97373.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97407.414062 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -97407.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97456.539062 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -97456.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97561.742188 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -97561.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -97815.281250 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -97815.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98548.007812 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -98548.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98910.554688 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -98910.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98993.039062 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -98993.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99025.867188 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -99025.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99025.867188 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -99025.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 159016 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 134824 members 
Mstep: Class 6 contains 85588 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77659 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172686 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153246 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15319 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 476 members 
Entering Unmasked Estep 
Score: -105793768.000000 Penalty: 81311.140625
Splitting cluster 14 changes total score from -105793752.000000 to -105793768.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1803285.875000 Penalty: 2369.937012
	Iteration 0F: 2 clusters Score -1803286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1793057.625000 Penalty: 4739.874023
	Iteration 0F: 3 clusters Score -1793058 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1796172.750000 Penalty: 4739.874023
	Iteration 1F: 3 clusters Score -1796173 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1796449.625000 Penalty: 4739.874023
	Iteration 2F: 3 clusters Score -1796450 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1796647.750000 Penalty: 4739.874023
	Iteration 3Q: 3 clusters Score -1796648 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1796817.750000 Penalty: 4739.874023
	Iteration 4Q: 3 clusters Score -1796818 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1796929.875000 Penalty: 4739.874023
	Iteration 5Q: 3 clusters Score -1796930 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1797009.750000 Penalty: 4739.874023
	Iteration 6Q: 3 clusters Score -1797010 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1797101.750000 Penalty: 4739.874023
	Iteration 7Q: 3 clusters Score -1797102 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1797178.375000 Penalty: 4739.874023
	Iteration 8Q: 3 clusters Score -1797178 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1797262.375000 Penalty: 4739.874023
	Iteration 9Q: 3 clusters Score -1797262 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1797347.750000 Penalty: 4739.874023
	Iteration 10Q: 3 clusters Score -1797348 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1797433.625000 Penalty: 4739.874023
	Iteration 11Q: 3 clusters Score -1797434 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1797534.875000 Penalty: 4739.874023
	Iteration 12Q: 3 clusters Score -1797535 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1797636.250000 Penalty: 4739.874023
	Iteration 13Q: 3 clusters Score -1797636 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1797762.500000 Penalty: 4739.874023
	Iteration 14Q: 3 clusters Score -1797762 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1797898.375000 Penalty: 4739.874023
	Iteration 15Q: 3 clusters Score -1797898 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1798051.375000 Penalty: 4739.874023
	Iteration 16Q: 3 clusters Score -1798051 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1798212.375000 Penalty: 4739.874023
	Iteration 17Q: 3 clusters Score -1798212 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1798399.625000 Penalty: 4739.874023
	Iteration 18Q: 3 clusters Score -1798400 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1798597.750000 Penalty: 4739.874023
	Iteration 19Q: 3 clusters Score -1798598 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1798782.375000 Penalty: 4739.874023
	Iteration 20F: 3 clusters Score -1798782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1799011.625000 Penalty: 4739.874023
	Iteration 21Q: 3 clusters Score -1799012 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1799219.875000 Penalty: 4739.874023
	Iteration 22Q: 3 clusters Score -1799220 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1799392.875000 Penalty: 4739.874023
	Iteration 23Q: 3 clusters Score -1799393 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1799513.625000 Penalty: 4739.874023
	Iteration 24Q: 3 clusters Score -1799514 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1799619.125000 Penalty: 4739.874023
	Iteration 25Q: 3 clusters Score -1799619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1799700.000000 Penalty: 4739.874023
	Iteration 26Q: 3 clusters Score -1799700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1799758.500000 Penalty: 4739.874023
	Iteration 27Q: 3 clusters Score -1799758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1799802.625000 Penalty: 4739.874023
	Iteration 28Q: 3 clusters Score -1799803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1799849.500000 Penalty: 4739.874023
	Iteration 29Q: 3 clusters Score -1799850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1799888.500000 Penalty: 4739.874023
	Iteration 30Q: 3 clusters Score -1799888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1799905.250000 Penalty: 4739.874023
	Iteration 31Q: 3 clusters Score -1799905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1799933.750000 Penalty: 4739.874023
	Iteration 32Q: 3 clusters Score -1799934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1799951.250000 Penalty: 4739.874023
	Iteration 33Q: 3 clusters Score -1799951 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1799971.625000 Penalty: 4739.874023
	Iteration 34Q: 3 clusters Score -1799972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1799984.875000 Penalty: 4739.874023
	Iteration 35Q: 3 clusters Score -1799985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1799995.375000 Penalty: 4739.874023
	Iteration 36Q: 3 clusters Score -1799995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1800005.000000 Penalty: 4739.874023
	Iteration 37Q: 3 clusters Score -1800005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1800009.125000 Penalty: 4739.874023
	Iteration 38Q: 3 clusters Score -1800009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1800012.625000 Penalty: 4739.874023
	Iteration 39Q: 3 clusters Score -1800013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1800023.625000 Penalty: 4739.874023
	Iteration 40F: 3 clusters Score -1800024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1800040.625000 Penalty: 4739.874023
	Iteration 41Q: 3 clusters Score -1800041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1800047.250000 Penalty: 4739.874023
	Iteration 42Q: 3 clusters Score -1800047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1800057.125000 Penalty: 4739.874023
	Iteration 43Q: 3 clusters Score -1800057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1800063.125000 Penalty: 4739.874023
	Iteration 44Q: 3 clusters Score -1800063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1800074.625000 Penalty: 4739.874023
	Iteration 45Q: 3 clusters Score -1800075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1800086.250000 Penalty: 4739.874023
	Iteration 46Q: 3 clusters Score -1800086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1800090.625000 Penalty: 4739.874023
	Iteration 47Q: 3 clusters Score -1800091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1800101.000000 Penalty: 4739.874023
	Iteration 48Q: 3 clusters Score -1800101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1800103.000000 Penalty: 4739.874023
	Iteration 49Q: 3 clusters Score -1800103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1800111.625000 Penalty: 4739.874023
	Iteration 50Q: 3 clusters Score -1800112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1800115.875000 Penalty: 4739.874023
	Iteration 51Q: 3 clusters Score -1800116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1800122.250000 Penalty: 4739.874023
	Iteration 52Q: 3 clusters Score -1800122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1800120.625000 Penalty: 4739.874023
	Iteration 53Q: 3 clusters Score -1800121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1800134.500000 Penalty: 4739.874023
	Iteration 54Q: 3 clusters Score -1800134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1800128.875000 Penalty: 4739.874023
	Iteration 55Q: 3 clusters Score -1800129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1800130.125000 Penalty: 4739.874023
	Iteration 56Q: 3 clusters Score -1800130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1800137.750000 Penalty: 4739.874023
	Iteration 57Q: 3 clusters Score -1800138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1800141.125000 Penalty: 4739.874023
	Iteration 58Q: 3 clusters Score -1800141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1800144.250000 Penalty: 4739.874023
	Iteration 59Q: 3 clusters Score -1800144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1800148.750000 Penalty: 4739.874023
	Iteration 60F: 3 clusters Score -1800149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1800149.500000 Penalty: 4739.874023
	Iteration 61Q: 3 clusters Score -1800150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1800150.750000 Penalty: 4739.874023
	Iteration 62Q: 3 clusters Score -1800151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1800149.125000 Penalty: 4739.874023
	Iteration 63Q: 3 clusters Score -1800149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1800153.875000 Penalty: 4739.874023
	Iteration 64Q: 3 clusters Score -1800154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1800153.250000 Penalty: 4739.874023
	Iteration 65Q: 3 clusters Score -1800153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1800162.000000 Penalty: 4739.874023
	Iteration 66Q: 3 clusters Score -1800162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1800160.875000 Penalty: 4739.874023
	Iteration 67Q: 3 clusters Score -1800161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1800164.625000 Penalty: 4739.874023
	Iteration 68Q: 3 clusters Score -1800165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1800164.500000 Penalty: 4739.874023
	Iteration 69Q: 3 clusters Score -1800164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1800166.750000 Penalty: 4739.874023
	Iteration 70Q: 3 clusters Score -1800167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1800167.625000 Penalty: 4739.874023
	Iteration 71Q: 3 clusters Score -1800168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1800172.250000 Penalty: 4739.874023
	Iteration 72Q: 3 clusters Score -1800172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1800169.000000 Penalty: 4739.874023
	Iteration 73Q: 3 clusters Score -1800169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1800171.750000 Penalty: 4739.874023
	Iteration 74Q: 3 clusters Score -1800172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1800170.875000 Penalty: 4739.874023
	Iteration 75Q: 3 clusters Score -1800171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1800172.250000 Penalty: 4739.874023
	Iteration 76Q: 3 clusters Score -1800172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1800173.125000 Penalty: 4739.874023
	Iteration 77Q: 3 clusters Score -1800173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1800172.500000 Penalty: 4739.874023
	Iteration 78Q: 3 clusters Score -1800172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1800176.250000 Penalty: 4739.874023
	Iteration 79Q: 3 clusters Score -1800176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1800179.750000 Penalty: 4739.874023
	Iteration 80F: 3 clusters Score -1800180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1800183.625000 Penalty: 4739.874023
	Iteration 81Q: 3 clusters Score -1800184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1800185.250000 Penalty: 4739.874023
	Iteration 82Q: 3 clusters Score -1800185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1800187.750000 Penalty: 4739.874023
	Iteration 83Q: 3 clusters Score -1800188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1800186.875000 Penalty: 4739.874023
	Iteration 84Q: 3 clusters Score -1800187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1800186.750000 Penalty: 4739.874023
	Iteration 85Q: 3 clusters Score -1800187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1800194.750000 Penalty: 4739.874023
	Iteration 86Q: 3 clusters Score -1800195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1800198.750000 Penalty: 4739.874023
	Iteration 87Q: 3 clusters Score -1800199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1800198.500000 Penalty: 4739.874023
	Iteration 88Q: 3 clusters Score -1800198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1800195.250000 Penalty: 4739.874023
	Iteration 89Q: 3 clusters Score -1800195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1800198.500000 Penalty: 4739.874023
	Iteration 90Q: 3 clusters Score -1800198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1800203.625000 Penalty: 4739.874023
	Iteration 91Q: 3 clusters Score -1800204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1800207.250000 Penalty: 4739.874023
	Iteration 92Q: 3 clusters Score -1800207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1800210.375000 Penalty: 4739.874023
	Iteration 93Q: 3 clusters Score -1800210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1800207.875000 Penalty: 4739.874023
	Iteration 94Q: 3 clusters Score -1800208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1800205.875000 Penalty: 4739.874023
	Iteration 95Q: 3 clusters Score -1800206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1800207.250000 Penalty: 4739.874023
	Iteration 96Q: 3 clusters Score -1800207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1800207.125000 Penalty: 4739.874023
	Iteration 97Q: 3 clusters Score -1800207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1800209.000000 Penalty: 4739.874023
	Iteration 98Q: 3 clusters Score -1800209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1800209.000000 Penalty: 4739.874023
	Iteration 99F: 3 clusters Score -1800209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -1063812.000000 Penalty: 2238.790039
	Iteration 0F: 2 clusters Score -1063812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1057213.375000 Penalty: 4477.580078
	Iteration 0F: 3 clusters Score -1057213 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1059115.000000 Penalty: 4477.580078
	Iteration 1F: 3 clusters Score -1059115 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1059488.875000 Penalty: 4477.580078
	Iteration 2F: 3 clusters Score -1059489 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1059763.750000 Penalty: 4477.580078
	Iteration 3F: 3 clusters Score -1059764 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1060006.375000 Penalty: 4477.580078
	Iteration 4Q: 3 clusters Score -1060006 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1060258.000000 Penalty: 4477.580078
	Iteration 5F: 3 clusters Score -1060258 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1060462.500000 Penalty: 4477.580078
	Iteration 6Q: 3 clusters Score -1060462 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1060658.750000 Penalty: 4477.580078
	Iteration 7Q: 3 clusters Score -1060659 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1060841.875000 Penalty: 4477.580078
	Iteration 8Q: 3 clusters Score -1060842 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1061017.125000 Penalty: 4477.580078
	Iteration 9Q: 3 clusters Score -1061017 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1061179.500000 Penalty: 4477.580078
	Iteration 10Q: 3 clusters Score -1061180 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1061330.875000 Penalty: 4477.580078
	Iteration 11Q: 3 clusters Score -1061331 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1061473.750000 Penalty: 4477.580078
	Iteration 12Q: 3 clusters Score -1061474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1061587.625000 Penalty: 4477.580078
	Iteration 13Q: 3 clusters Score -1061588 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1061669.125000 Penalty: 4477.580078
	Iteration 14Q: 3 clusters Score -1061669 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1061743.125000 Penalty: 4477.580078
	Iteration 15Q: 3 clusters Score -1061743 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1061811.875000 Penalty: 4477.580078
	Iteration 16Q: 3 clusters Score -1061812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1061870.625000 Penalty: 4477.580078
	Iteration 17Q: 3 clusters Score -1061871 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1061918.750000 Penalty: 4477.580078
	Iteration 18Q: 3 clusters Score -1061919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1061952.625000 Penalty: 4477.580078
	Iteration 19Q: 3 clusters Score -1061953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1061981.375000 Penalty: 4477.580078
	Iteration 20F: 3 clusters Score -1061981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1061998.750000 Penalty: 4477.580078
	Iteration 21Q: 3 clusters Score -1061999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1062013.750000 Penalty: 4477.580078
	Iteration 22Q: 3 clusters Score -1062014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1062033.875000 Penalty: 4477.580078
	Iteration 23Q: 3 clusters Score -1062034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1062051.375000 Penalty: 4477.580078
	Iteration 24Q: 3 clusters Score -1062051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1062063.875000 Penalty: 4477.580078
	Iteration 25Q: 3 clusters Score -1062064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1062073.625000 Penalty: 4477.580078
	Iteration 26Q: 3 clusters Score -1062074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1062085.375000 Penalty: 4477.580078
	Iteration 27Q: 3 clusters Score -1062085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1062094.125000 Penalty: 4477.580078
	Iteration 28Q: 3 clusters Score -1062094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1062103.750000 Penalty: 4477.580078
	Iteration 29Q: 3 clusters Score -1062104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1062109.000000 Penalty: 4477.580078
	Iteration 30Q: 3 clusters Score -1062109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1062121.875000 Penalty: 4477.580078
	Iteration 31Q: 3 clusters Score -1062122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1062127.875000 Penalty: 4477.580078
	Iteration 32Q: 3 clusters Score -1062128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1062136.500000 Penalty: 4477.580078
	Iteration 33Q: 3 clusters Score -1062136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1062148.625000 Penalty: 4477.580078
	Iteration 34Q: 3 clusters Score -1062149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1062150.875000 Penalty: 4477.580078
	Iteration 35Q: 3 clusters Score -1062151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1062162.125000 Penalty: 4477.580078
	Iteration 36Q: 3 clusters Score -1062162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1062169.250000 Penalty: 4477.580078
	Iteration 37Q: 3 clusters Score -1062169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1062173.875000 Penalty: 4477.580078
	Iteration 38Q: 3 clusters Score -1062174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1062176.875000 Penalty: 4477.580078
	Iteration 39Q: 3 clusters Score -1062177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1062178.375000 Penalty: 4477.580078
	Iteration 40F: 3 clusters Score -1062178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1062182.875000 Penalty: 4477.580078
	Iteration 41Q: 3 clusters Score -1062183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1062187.375000 Penalty: 4477.580078
	Iteration 42Q: 3 clusters Score -1062187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1062193.000000 Penalty: 4477.580078
	Iteration 43Q: 3 clusters Score -1062193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1062199.000000 Penalty: 4477.580078
	Iteration 44Q: 3 clusters Score -1062199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1062202.375000 Penalty: 4477.580078
	Iteration 45Q: 3 clusters Score -1062202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1062205.250000 Penalty: 4477.580078
	Iteration 46Q: 3 clusters Score -1062205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1062206.875000 Penalty: 4477.580078
	Iteration 47Q: 3 clusters Score -1062207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1062207.750000 Penalty: 4477.580078
	Iteration 48Q: 3 clusters Score -1062208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1062211.125000 Penalty: 4477.580078
	Iteration 49Q: 3 clusters Score -1062211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1062211.125000 Penalty: 4477.580078
	Iteration 50Q: 3 clusters Score -1062211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1062213.375000 Penalty: 4477.580078
	Iteration 51Q: 3 clusters Score -1062213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1062216.375000 Penalty: 4477.580078
	Iteration 52Q: 3 clusters Score -1062216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1062216.500000 Penalty: 4477.580078
	Iteration 53Q: 3 clusters Score -1062216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1062218.250000 Penalty: 4477.580078
	Iteration 54Q: 3 clusters Score -1062218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1062218.250000 Penalty: 4477.580078
	Iteration 55F: 3 clusters Score -1062218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -33928.878906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -33928.88 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 168 members 
Entering Unmasked Estep 
Score: -32659.240234 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -32659.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32789.917969 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -32789.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32819.187500 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -32819.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32833.085938 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32833.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32844.640625 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32844.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32847.566406 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32847.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32854.929688 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32854.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32854.929688 Penalty: 2873.334717
	Iteration 7F: 3 clusters Score -32854.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Entering Unmasked Estep 
Score: -21743732.000000 Penalty: 2990.688965
	Iteration 0F: 2 clusters Score -2.174373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -21631904.000000 Penalty: 5981.377930
	Iteration 0F: 3 clusters Score -2.16319e+07 nChanged 82902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -21680182.000000 Penalty: 5981.377930
	Iteration 1F: 3 clusters Score -2.168018e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -21680874.000000 Penalty: 5981.377930
	Iteration 2Q: 3 clusters Score -2.168087e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -21681984.000000 Penalty: 5981.377930
	Iteration 3Q: 3 clusters Score -2.168198e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -21684100.000000 Penalty: 5981.377930
	Iteration 4Q: 3 clusters Score -2.16841e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -21687846.000000 Penalty: 5981.377930
	Iteration 5Q: 3 clusters Score -2.168785e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -21695352.000000 Penalty: 5981.377930
	Iteration 6F: 3 clusters Score -2.169535e+07 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -21708322.000000 Penalty: 5981.377930
	Iteration 7F: 3 clusters Score -2.170832e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152578 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -21724136.000000 Penalty: 5981.377930
	Iteration 8F: 3 clusters Score -2.172414e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -21734852.000000 Penalty: 5981.377930
	Iteration 9F: 3 clusters Score -2.173485e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21739076.000000 Penalty: 5981.377930
	Iteration 10Q: 3 clusters Score -2.173908e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171891 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -21740422.000000 Penalty: 5981.377930
	Iteration 11Q: 3 clusters Score -2.174042e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172301 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21740820.000000 Penalty: 5981.377930
	Iteration 12Q: 3 clusters Score -2.174082e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172399 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21740968.000000 Penalty: 5981.377930
	Iteration 13Q: 3 clusters Score -2.174097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21741004.000000 Penalty: 5981.377930
	Iteration 14Q: 3 clusters Score -2.1741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21741016.000000 Penalty: 5981.377930
	Iteration 15Q: 3 clusters Score -2.174102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21741044.000000 Penalty: 5981.377930
	Iteration 16Q: 3 clusters Score -2.174104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21741054.000000 Penalty: 5981.377930
	Iteration 17Q: 3 clusters Score -2.174105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21741054.000000 Penalty: 5981.377930
	Iteration 18Q: 3 clusters Score -2.174105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21741066.000000 Penalty: 5981.377930
	Iteration 19Q: 3 clusters Score -2.174107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21741074.000000 Penalty: 5981.377930
	Iteration 20F: 3 clusters Score -2.174107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -29432.595703 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -29432.6 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 143 members 
Entering Unmasked Estep 
Score: -28225.984375 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -28225.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28427.007812 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28427.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28549.359375 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28549.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28599.017578 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28599.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28652.986328 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28652.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28693.699219 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28719.583984 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28719.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28751.474609 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28751.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28751.474609 Penalty: 2832.371582
	Iteration 8F: 3 clusters Score -28751.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Entering Unmasked Estep 
Score: -19351276.000000 Penalty: 2961.070312
	Iteration 0F: 2 clusters Score -1.935128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -19249466.000000 Penalty: 5922.140625
	Iteration 0F: 3 clusters Score -1.924947e+07 nChanged 72931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -19292336.000000 Penalty: 5922.140625
	Iteration 1F: 3 clusters Score -1.929234e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -19293798.000000 Penalty: 5922.140625
	Iteration 2Q: 3 clusters Score -1.92938e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -19296286.000000 Penalty: 5922.140625
	Iteration 3Q: 3 clusters Score -1.929629e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98788 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -19300648.000000 Penalty: 5922.140625
	Iteration 4F: 3 clusters Score -1.930065e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -19308500.000000 Penalty: 5922.140625
	Iteration 5F: 3 clusters Score -1.93085e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -19320562.000000 Penalty: 5922.140625
	Iteration 6F: 3 clusters Score -1.932056e+07 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137981 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -19334154.000000 Penalty: 5922.140625
	Iteration 7F: 3 clusters Score -1.933415e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147313 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -19343574.000000 Penalty: 5922.140625
	Iteration 8F: 3 clusters Score -1.934357e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -19347150.000000 Penalty: 5922.140625
	Iteration 9Q: 3 clusters Score -1.934715e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19348248.000000 Penalty: 5922.140625
	Iteration 10Q: 3 clusters Score -1.934825e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -19348584.000000 Penalty: 5922.140625
	Iteration 11Q: 3 clusters Score -1.934858e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -19348774.000000 Penalty: 5922.140625
	Iteration 12Q: 3 clusters Score -1.934877e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -19348812.000000 Penalty: 5922.140625
	Iteration 13Q: 3 clusters Score -1.934881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -19348870.000000 Penalty: 5922.140625
	Iteration 14Q: 3 clusters Score -1.934887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19348882.000000 Penalty: 5922.140625
	Iteration 15Q: 3 clusters Score -1.934888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19348898.000000 Penalty: 5922.140625
	Iteration 16Q: 3 clusters Score -1.93489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19348916.000000 Penalty: 5922.140625
	Iteration 17Q: 3 clusters Score -1.934892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19348928.000000 Penalty: 5922.140625
	Iteration 18Q: 3 clusters Score -1.934893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19348944.000000 Penalty: 5922.140625
	Iteration 19Q: 3 clusters Score -1.934894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152793 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -19348956.000000 Penalty: 5922.140625
	Iteration 20F: 3 clusters Score -1.934896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19348958.000000 Penalty: 5922.140625
	Iteration 21Q: 3 clusters Score -1.934896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19348966.000000 Penalty: 5922.140625
	Iteration 22Q: 3 clusters Score -1.934897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19348952.000000 Penalty: 5922.140625
	Iteration 23Q: 3 clusters Score -1.934895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19348962.000000 Penalty: 5922.140625
	Iteration 24Q: 3 clusters Score -1.934896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152793 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -19348970.000000 Penalty: 5922.140625
	Iteration 25Q: 3 clusters Score -1.934897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152793 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -19348978.000000 Penalty: 5922.140625
	Iteration 26Q: 3 clusters Score -1.934898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19348970.000000 Penalty: 5922.140625
	Iteration 27Q: 3 clusters Score -1.934897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19348970.000000 Penalty: 5922.140625
	Iteration 28F: 3 clusters Score -1.934897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -188326.343750 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -188326.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186005.890625 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -186005.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186671.109375 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -186671.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186942.187500 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -186942.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187156.640625 Penalty: 3671.615967
	Iteration 3F: 3 clusters Score -187156.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -187379.718750 Penalty: 3671.615967
	Iteration 4F: 3 clusters Score -187379.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -187525.625000 Penalty: 3671.615967
	Iteration 5F: 3 clusters Score -187525.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -187631.234375 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -187631.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -187728.859375 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -187728.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -187763.562500 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -187763.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -187785.343750 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -187785.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -187813.812500 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -187813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -187840.187500 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -187840.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -187869.875000 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -187869.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -187891.203125 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -187891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -187904.437500 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -187904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -187911.359375 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -187911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -187915.593750 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -187915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -187921.218750 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -187921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -187923.046875 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -187923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -187929.250000 Penalty: 3671.615967
	Iteration 19Q: 3 clusters Score -187929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -187939.312500 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -187939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -187946.203125 Penalty: 3671.615967
	Iteration 21Q: 3 clusters Score -187946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -187950.390625 Penalty: 3671.615967
	Iteration 22Q: 3 clusters Score -187950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -187950.390625 Penalty: 3671.615967
	Iteration 23F: 3 clusters Score -187950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Entering Unmasked Estep 
Score: -1951687.250000 Penalty: 2389.938721
	Iteration 0F: 2 clusters Score -1951687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1940568.125000 Penalty: 4779.877441
	Iteration 0F: 3 clusters Score -1940568 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1944243.875000 Penalty: 4779.877441
	Iteration 1F: 3 clusters Score -1944244 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1944609.250000 Penalty: 4779.877441
	Iteration 2F: 3 clusters Score -1944609 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1944870.625000 Penalty: 4779.877441
	Iteration 3Q: 3 clusters Score -1944871 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1945093.750000 Penalty: 4779.877441
	Iteration 4Q: 3 clusters Score -1945094 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1945372.625000 Penalty: 4779.877441
	Iteration 5Q: 3 clusters Score -1945373 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1945688.500000 Penalty: 4779.877441
	Iteration 6Q: 3 clusters Score -1945688 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1946031.875000 Penalty: 4779.877441
	Iteration 7Q: 3 clusters Score -1946032 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1946378.625000 Penalty: 4779.877441
	Iteration 8Q: 3 clusters Score -1946379 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1946784.625000 Penalty: 4779.877441
	Iteration 9Q: 3 clusters Score -1946785 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1947223.125000 Penalty: 4779.877441
	Iteration 10Q: 3 clusters Score -1947223 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1947706.000000 Penalty: 4779.877441
	Iteration 11Q: 3 clusters Score -1947706 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1948122.125000 Penalty: 4779.877441
	Iteration 12Q: 3 clusters Score -1948122 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1948495.750000 Penalty: 4779.877441
	Iteration 13Q: 3 clusters Score -1948496 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1948815.125000 Penalty: 4779.877441
	Iteration 14Q: 3 clusters Score -1948815 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1949010.500000 Penalty: 4779.877441
	Iteration 15Q: 3 clusters Score -1949010 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1949141.000000 Penalty: 4779.877441
	Iteration 16Q: 3 clusters Score -1949141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1949230.750000 Penalty: 4779.877441
	Iteration 17Q: 3 clusters Score -1949231 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1949302.625000 Penalty: 4779.877441
	Iteration 18Q: 3 clusters Score -1949303 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1949347.500000 Penalty: 4779.877441
	Iteration 19Q: 3 clusters Score -1949348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1949388.375000 Penalty: 4779.877441
	Iteration 20F: 3 clusters Score -1949388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1949422.250000 Penalty: 4779.877441
	Iteration 21Q: 3 clusters Score -1949422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1949463.000000 Penalty: 4779.877441
	Iteration 22Q: 3 clusters Score -1949463 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1949495.125000 Penalty: 4779.877441
	Iteration 23Q: 3 clusters Score -1949495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1949525.625000 Penalty: 4779.877441
	Iteration 24Q: 3 clusters Score -1949526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1949537.875000 Penalty: 4779.877441
	Iteration 25Q: 3 clusters Score -1949538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1949548.625000 Penalty: 4779.877441
	Iteration 26Q: 3 clusters Score -1949549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1949565.875000 Penalty: 4779.877441
	Iteration 27Q: 3 clusters Score -1949566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1949588.000000 Penalty: 4779.877441
	Iteration 28Q: 3 clusters Score -1949588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1949603.250000 Penalty: 4779.877441
	Iteration 29Q: 3 clusters Score -1949603 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1949629.625000 Penalty: 4779.877441
	Iteration 30Q: 3 clusters Score -1949630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1949641.625000 Penalty: 4779.877441
	Iteration 31Q: 3 clusters Score -1949642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1949650.750000 Penalty: 4779.877441
	Iteration 32Q: 3 clusters Score -1949651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1949652.375000 Penalty: 4779.877441
	Iteration 33Q: 3 clusters Score -1949652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1949665.875000 Penalty: 4779.877441
	Iteration 34Q: 3 clusters Score -1949666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1949670.250000 Penalty: 4779.877441
	Iteration 35Q: 3 clusters Score -1949670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1949675.875000 Penalty: 4779.877441
	Iteration 36Q: 3 clusters Score -1949676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1949684.250000 Penalty: 4779.877441
	Iteration 37Q: 3 clusters Score -1949684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1949688.500000 Penalty: 4779.877441
	Iteration 38Q: 3 clusters Score -1949688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1949691.875000 Penalty: 4779.877441
	Iteration 39Q: 3 clusters Score -1949692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1949699.125000 Penalty: 4779.877441
	Iteration 40F: 3 clusters Score -1949699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1949708.125000 Penalty: 4779.877441
	Iteration 41Q: 3 clusters Score -1949708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1949709.750000 Penalty: 4779.877441
	Iteration 42Q: 3 clusters Score -1949710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1949713.125000 Penalty: 4779.877441
	Iteration 43Q: 3 clusters Score -1949713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1949714.875000 Penalty: 4779.877441
	Iteration 44Q: 3 clusters Score -1949715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1949715.875000 Penalty: 4779.877441
	Iteration 45Q: 3 clusters Score -1949716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1949723.375000 Penalty: 4779.877441
	Iteration 46Q: 3 clusters Score -1949723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1949722.250000 Penalty: 4779.877441
	Iteration 47Q: 3 clusters Score -1949722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1949720.750000 Penalty: 4779.877441
	Iteration 48Q: 3 clusters Score -1949721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1949724.000000 Penalty: 4779.877441
	Iteration 49Q: 3 clusters Score -1949724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1949725.500000 Penalty: 4779.877441
	Iteration 50Q: 3 clusters Score -1949726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1949726.250000 Penalty: 4779.877441
	Iteration 51Q: 3 clusters Score -1949726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1949727.750000 Penalty: 4779.877441
	Iteration 52Q: 3 clusters Score -1949728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1949728.125000 Penalty: 4779.877441
	Iteration 53Q: 3 clusters Score -1949728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1949729.500000 Penalty: 4779.877441
	Iteration 54Q: 3 clusters Score -1949730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1949728.375000 Penalty: 4779.877441
	Iteration 55Q: 3 clusters Score -1949728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1949726.875000 Penalty: 4779.877441
	Iteration 56Q: 3 clusters Score -1949727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1949730.750000 Penalty: 4779.877441
	Iteration 57Q: 3 clusters Score -1949731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1949729.625000 Penalty: 4779.877441
	Iteration 58Q: 3 clusters Score -1949730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1949725.875000 Penalty: 4779.877441
	Iteration 59Q: 3 clusters Score -1949726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1949728.375000 Penalty: 4779.877441
	Iteration 60F: 3 clusters Score -1949728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1949731.000000 Penalty: 4779.877441
	Iteration 61Q: 3 clusters Score -1949731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1949730.000000 Penalty: 4779.877441
	Iteration 62Q: 3 clusters Score -1949730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1949732.250000 Penalty: 4779.877441
	Iteration 63Q: 3 clusters Score -1949732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1949731.625000 Penalty: 4779.877441
	Iteration 64Q: 3 clusters Score -1949732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1949731.750000 Penalty: 4779.877441
	Iteration 65Q: 3 clusters Score -1949732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1949731.750000 Penalty: 4779.877441
	Iteration 66F: 3 clusters Score -1949732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Entering Unmasked Estep 
Score: -971360.187500 Penalty: 2215.614014
	Iteration 0F: 2 clusters Score -971360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -965200.687500 Penalty: 4431.228027
	Iteration 0F: 3 clusters Score -965200.7 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -966747.687500 Penalty: 4431.228027
	Iteration 1F: 3 clusters Score -966747.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -966981.562500 Penalty: 4431.228027
	Iteration 2F: 3 clusters Score -966981.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -967141.500000 Penalty: 4431.228027
	Iteration 3Q: 3 clusters Score -967141.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -967247.125000 Penalty: 4431.228027
	Iteration 4Q: 3 clusters Score -967247.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -967317.500000 Penalty: 4431.228027
	Iteration 5Q: 3 clusters Score -967317.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -967363.125000 Penalty: 4431.228027
	Iteration 6Q: 3 clusters Score -967363.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -967398.312500 Penalty: 4431.228027
	Iteration 7Q: 3 clusters Score -967398.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -967430.625000 Penalty: 4431.228027
	Iteration 8Q: 3 clusters Score -967430.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -967456.500000 Penalty: 4431.228027
	Iteration 9Q: 3 clusters Score -967456.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -967490.187500 Penalty: 4431.228027
	Iteration 10Q: 3 clusters Score -967490.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -967530.812500 Penalty: 4431.228027
	Iteration 11Q: 3 clusters Score -967530.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -967570.500000 Penalty: 4431.228027
	Iteration 12Q: 3 clusters Score -967570.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -967608.812500 Penalty: 4431.228027
	Iteration 13Q: 3 clusters Score -967608.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -967643.125000 Penalty: 4431.228027
	Iteration 14Q: 3 clusters Score -967643.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -967686.812500 Penalty: 4431.228027
	Iteration 15Q: 3 clusters Score -967686.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -967735.187500 Penalty: 4431.228027
	Iteration 16Q: 3 clusters Score -967735.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -967792.000000 Penalty: 4431.228027
	Iteration 17Q: 3 clusters Score -967792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -967852.875000 Penalty: 4431.228027
	Iteration 18Q: 3 clusters Score -967852.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -967930.125000 Penalty: 4431.228027
	Iteration 19Q: 3 clusters Score -967930.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -968041.375000 Penalty: 4431.228027
	Iteration 20F: 3 clusters Score -968041.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -968179.875000 Penalty: 4431.228027
	Iteration 21Q: 3 clusters Score -968179.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -968334.312500 Penalty: 4431.228027
	Iteration 22Q: 3 clusters Score -968334.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -968495.750000 Penalty: 4431.228027
	Iteration 23Q: 3 clusters Score -968495.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -968676.625000 Penalty: 4431.228027
	Iteration 24Q: 3 clusters Score -968676.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -968870.250000 Penalty: 4431.228027
	Iteration 25Q: 3 clusters Score -968870.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -969043.437500 Penalty: 4431.228027
	Iteration 26Q: 3 clusters Score -969043.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -969158.500000 Penalty: 4431.228027
	Iteration 27Q: 3 clusters Score -969158.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -969252.812500 Penalty: 4431.228027
	Iteration 28Q: 3 clusters Score -969252.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -969327.125000 Penalty: 4431.228027
	Iteration 29Q: 3 clusters Score -969327.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -969371.687500 Penalty: 4431.228027
	Iteration 30Q: 3 clusters Score -969371.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -969414.250000 Penalty: 4431.228027
	Iteration 31Q: 3 clusters Score -969414.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -969438.125000 Penalty: 4431.228027
	Iteration 32Q: 3 clusters Score -969438.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -969452.000000 Penalty: 4431.228027
	Iteration 33Q: 3 clusters Score -969452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -969460.812500 Penalty: 4431.228027
	Iteration 34Q: 3 clusters Score -969460.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -969470.687500 Penalty: 4431.228027
	Iteration 35Q: 3 clusters Score -969470.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -969482.625000 Penalty: 4431.228027
	Iteration 36Q: 3 clusters Score -969482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -969485.062500 Penalty: 4431.228027
	Iteration 37Q: 3 clusters Score -969485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -969494.500000 Penalty: 4431.228027
	Iteration 38Q: 3 clusters Score -969494.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -969498.812500 Penalty: 4431.228027
	Iteration 39Q: 3 clusters Score -969498.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -969503.187500 Penalty: 4431.228027
	Iteration 40F: 3 clusters Score -969503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -969507.312500 Penalty: 4431.228027
	Iteration 41Q: 3 clusters Score -969507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -969507.000000 Penalty: 4431.228027
	Iteration 42Q: 3 clusters Score -969507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -969508.687500 Penalty: 4431.228027
	Iteration 43Q: 3 clusters Score -969508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -969508.687500 Penalty: 4431.228027
	Iteration 44F: 3 clusters Score -969508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 159016 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 134824 members 
Mstep: Class 6 contains 85588 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77659 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172686 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 153246 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15319 members 
Mstep: Class 23 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793808.000000 Penalty: 81311.140625
Iteration 399Q: 25 clusters Score -1.057938e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 159116 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 135015 members 
Mstep: Class 6 contains 85497 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77642 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 14131 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172623 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 153169 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15322 members 
Mstep: Class 23 contains 7576 members 
Mstep: Class 24 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793728.000000 Penalty: 81311.140625
Iteration 400F: 25 clusters Score -1.057937e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 159260 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 135187 members 
Mstep: Class 6 contains 85399 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77645 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7063 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14129 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172520 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 153083 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15329 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793440.000000 Penalty: 81311.140625
Iteration 401Q: 25 clusters Score -1.057934e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 159358 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 135398 members 
Mstep: Class 6 contains 85302 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77644 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14133 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172380 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 153033 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15333 members 
Mstep: Class 23 contains 7563 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793344.000000 Penalty: 81311.140625
Iteration 402Q: 25 clusters Score -1.057933e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 159475 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 135634 members 
Mstep: Class 6 contains 85203 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77649 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14122 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172212 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152979 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793704.000000 Penalty: 81311.140625
Iteration 403Q: 25 clusters Score -1.057937e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 159583 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 135872 members 
Mstep: Class 6 contains 85102 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77638 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14101 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 172026 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152965 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15345 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793496.000000 Penalty: 81311.140625
Iteration 404Q: 25 clusters Score -1.057935e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 159664 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 136142 members 
Mstep: Class 6 contains 84966 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77643 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14098 members 
Mstep: Class 16 contains 8341 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171832 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152974 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15337 members 
Mstep: Class 23 contains 7554 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793600.000000 Penalty: 81311.140625
Iteration 405Q: 25 clusters Score -1.057936e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 159769 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 136423 members 
Mstep: Class 6 contains 84840 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77638 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14087 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171626 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152948 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15336 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793768.000000 Penalty: 81311.140625
Iteration 406Q: 25 clusters Score -1.057938e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 159849 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 136729 members 
Mstep: Class 6 contains 84729 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14063 members 
Mstep: Class 16 contains 8352 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171410 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152932 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15332 members 
Mstep: Class 23 contains 7552 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793704.000000 Penalty: 81311.140625
Iteration 407Q: 25 clusters Score -1.057937e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 159958 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 137050 members 
Mstep: Class 6 contains 84623 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77600 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7021 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14044 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171234 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152851 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15330 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793504.000000 Penalty: 81311.140625
Iteration 408Q: 25 clusters Score -1.057935e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 160034 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 137411 members 
Mstep: Class 6 contains 84492 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77572 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14033 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 171056 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152785 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15341 members 
Mstep: Class 23 contains 7550 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793704.000000 Penalty: 81311.140625
Iteration 409Q: 25 clusters Score -1.057937e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 160070 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 137812 members 
Mstep: Class 6 contains 84375 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77528 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14026 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170870 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152737 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15342 members 
Mstep: Class 23 contains 7546 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793776.000000 Penalty: 81311.140625
Iteration 410Q: 25 clusters Score -1.057938e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 160076 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 138250 members 
Mstep: Class 6 contains 84259 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77484 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170697 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152675 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15341 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793672.000000 Penalty: 81311.140625
Iteration 411Q: 25 clusters Score -1.057937e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 160090 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 138702 members 
Mstep: Class 6 contains 84136 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77436 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152570 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793432.000000 Penalty: 81311.140625
Iteration 412Q: 25 clusters Score -1.057934e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 160140 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 139142 members 
Mstep: Class 6 contains 83995 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77398 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13988 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170400 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152444 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15328 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793456.000000 Penalty: 81311.140625
Iteration 413Q: 25 clusters Score -1.057935e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 160141 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 139607 members 
Mstep: Class 6 contains 83839 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77363 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170278 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152336 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15327 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793560.000000 Penalty: 81311.140625
Iteration 414Q: 25 clusters Score -1.057936e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 160206 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 140064 members 
Mstep: Class 6 contains 83684 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77332 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13959 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170138 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152187 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15321 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793984.000000 Penalty: 81311.140625
Iteration 415Q: 25 clusters Score -1.05794e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 160253 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 140515 members 
Mstep: Class 6 contains 83512 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77309 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13955 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 170011 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152027 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15324 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793984.000000 Penalty: 81311.140625
Iteration 416Q: 25 clusters Score -1.05794e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 160276 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 140997 members 
Mstep: Class 6 contains 83329 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77305 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13949 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 169879 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151852 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15332 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793776.000000 Penalty: 81311.140625
Iteration 417Q: 25 clusters Score -1.057938e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 160267 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 141519 members 
Mstep: Class 6 contains 83153 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77286 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13957 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151698 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15330 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793800.000000 Penalty: 81311.140625
Iteration 418Q: 25 clusters Score -1.057938e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 160262 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 142034 members 
Mstep: Class 6 contains 82979 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77251 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 8350 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 169574 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151594 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15324 members 
Mstep: Class 23 contains 7533 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793928.000000 Penalty: 81311.140625
Iteration 419Q: 25 clusters Score -1.057939e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 160271 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 142541 members 
Mstep: Class 6 contains 82816 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77225 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 169402 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151474 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15316 members 
Mstep: Class 23 contains 7535 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794072.000000 Penalty: 81311.140625
Iteration 420F: 25 clusters Score -1.057941e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 160281 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 143029 members 
Mstep: Class 6 contains 82656 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77197 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 169203 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151384 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793960.000000 Penalty: 81311.140625
Iteration 421Q: 25 clusters Score -1.05794e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 160354 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 143469 members 
Mstep: Class 6 contains 82506 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77170 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168983 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151279 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793784.000000 Penalty: 81311.140625
Iteration 422Q: 25 clusters Score -1.057938e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 160455 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 143895 members 
Mstep: Class 6 contains 82344 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77140 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13959 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168792 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151180 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 15298 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105793888.000000 Penalty: 81311.140625
Iteration 423Q: 25 clusters Score -1.057939e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 160567 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 144321 members 
Mstep: Class 6 contains 82196 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77100 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151041 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 7531 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794152.000000 Penalty: 81311.140625
Iteration 424Q: 25 clusters Score -1.057942e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 160616 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 144747 members 
Mstep: Class 6 contains 82040 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77055 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13935 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168502 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150962 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15273 members 
Mstep: Class 23 contains 7528 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794512.000000 Penalty: 81311.140625
Iteration 425Q: 25 clusters Score -1.057945e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 160630 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 145163 members 
Mstep: Class 6 contains 81856 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 77002 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13930 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168421 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150895 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15264 members 
Mstep: Class 23 contains 7527 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794624.000000 Penalty: 81311.140625
Iteration 426Q: 25 clusters Score -1.057946e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 160681 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 145559 members 
Mstep: Class 6 contains 81654 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76956 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13915 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168351 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150809 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15249 members 
Mstep: Class 23 contains 7531 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794472.000000 Penalty: 81311.140625
Iteration 427Q: 25 clusters Score -1.057945e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 160689 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 145956 members 
Mstep: Class 6 contains 81471 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76897 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6932 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13905 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168276 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150770 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15223 members 
Mstep: Class 23 contains 7531 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794440.000000 Penalty: 81311.140625
Iteration 428Q: 25 clusters Score -1.057944e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 160714 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 146326 members 
Mstep: Class 6 contains 81311 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76843 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6919 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13897 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168188 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150717 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15213 members 
Mstep: Class 23 contains 7532 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794616.000000 Penalty: 81311.140625
Iteration 429Q: 25 clusters Score -1.057946e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 160731 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 146692 members 
Mstep: Class 6 contains 81135 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76798 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13909 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168094 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150657 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15204 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794496.000000 Penalty: 81311.140625
Iteration 430Q: 25 clusters Score -1.057945e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 160739 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 147024 members 
Mstep: Class 6 contains 80949 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76774 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6897 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13918 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 168006 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150617 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 15205 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794552.000000 Penalty: 81311.140625
Iteration 431Q: 25 clusters Score -1.057946e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 160727 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 147354 members 
Mstep: Class 6 contains 80778 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6890 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13917 members 
Mstep: Class 16 contains 8311 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167963 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150574 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 15183 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794600.000000 Penalty: 81311.140625
Iteration 432Q: 25 clusters Score -1.057946e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 160666 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 147671 members 
Mstep: Class 6 contains 80626 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76683 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6878 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13917 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167935 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150563 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15172 members 
Mstep: Class 23 contains 7557 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794616.000000 Penalty: 81311.140625
Iteration 433Q: 25 clusters Score -1.057946e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 160613 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 147970 members 
Mstep: Class 6 contains 80447 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76658 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13914 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167909 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150575 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15152 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794632.000000 Penalty: 81311.140625
Iteration 434Q: 25 clusters Score -1.057946e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 160585 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 148221 members 
Mstep: Class 6 contains 80297 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76617 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13916 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167886 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150593 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15131 members 
Mstep: Class 23 contains 7555 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794672.000000 Penalty: 81311.140625
Iteration 435Q: 25 clusters Score -1.057947e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 160541 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 148486 members 
Mstep: Class 6 contains 80149 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76585 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6852 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13922 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167819 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150629 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15111 members 
Mstep: Class 23 contains 7559 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794704.000000 Penalty: 81311.140625
Iteration 436Q: 25 clusters Score -1.057947e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 160475 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 148718 members 
Mstep: Class 6 contains 80016 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76548 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13925 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167752 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150720 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15096 members 
Mstep: Class 23 contains 7563 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794928.000000 Penalty: 81311.140625
Iteration 437Q: 25 clusters Score -1.057949e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 160411 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 148955 members 
Mstep: Class 6 contains 79883 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76519 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13924 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167709 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150776 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15075 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794944.000000 Penalty: 81311.140625
Iteration 438Q: 25 clusters Score -1.057949e+08 nChanged 988
Entering ConstructFrom: 
Score: -105794944.000000 Penalty: 81311.140625
Entering ConstructFrom: 
Trying to split cluster 1 (12271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Entering Unmasked Estep 
Score: -1542839.250000 Penalty: 2334.918457
	Iteration 0F: 2 clusters Score -1542839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1533657.875000 Penalty: 4669.836914
	Iteration 0F: 3 clusters Score -1533658 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1536358.125000 Penalty: 4669.836914
	Iteration 1F: 3 clusters Score -1536358 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1536676.750000 Penalty: 4669.836914
	Iteration 2F: 3 clusters Score -1536677 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1536926.125000 Penalty: 4669.836914
	Iteration 3Q: 3 clusters Score -1536926 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1537147.000000 Penalty: 4669.836914
	Iteration 4Q: 3 clusters Score -1537147 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1537356.500000 Penalty: 4669.836914
	Iteration 5Q: 3 clusters Score -1537356 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1537571.750000 Penalty: 4669.836914
	Iteration 6Q: 3 clusters Score -1537572 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1537827.125000 Penalty: 4669.836914
	Iteration 7Q: 3 clusters Score -1537827 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1538091.375000 Penalty: 4669.836914
	Iteration 8Q: 3 clusters Score -1538091 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1538444.375000 Penalty: 4669.836914
	Iteration 9Q: 3 clusters Score -1538444 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1538809.875000 Penalty: 4669.836914
	Iteration 10Q: 3 clusters Score -1538810 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1539169.625000 Penalty: 4669.836914
	Iteration 11Q: 3 clusters Score -1539170 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1539504.750000 Penalty: 4669.836914
	Iteration 12Q: 3 clusters Score -1539505 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1539812.375000 Penalty: 4669.836914
	Iteration 13Q: 3 clusters Score -1539812 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1540054.750000 Penalty: 4669.836914
	Iteration 14Q: 3 clusters Score -1540055 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1540235.125000 Penalty: 4669.836914
	Iteration 15Q: 3 clusters Score -1540235 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1540349.375000 Penalty: 4669.836914
	Iteration 16Q: 3 clusters Score -1540349 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1540441.125000 Penalty: 4669.836914
	Iteration 17Q: 3 clusters Score -1540441 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1540519.375000 Penalty: 4669.836914
	Iteration 18Q: 3 clusters Score -1540519 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1540570.875000 Penalty: 4669.836914
	Iteration 19Q: 3 clusters Score -1540571 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1540634.125000 Penalty: 4669.836914
	Iteration 20F: 3 clusters Score -1540634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1540701.250000 Penalty: 4669.836914
	Iteration 21Q: 3 clusters Score -1540701 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1540782.000000 Penalty: 4669.836914
	Iteration 22Q: 3 clusters Score -1540782 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1540877.750000 Penalty: 4669.836914
	Iteration 23Q: 3 clusters Score -1540878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1540976.625000 Penalty: 4669.836914
	Iteration 24Q: 3 clusters Score -1540977 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1541085.750000 Penalty: 4669.836914
	Iteration 25Q: 3 clusters Score -1541086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1541172.500000 Penalty: 4669.836914
	Iteration 26Q: 3 clusters Score -1541172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1541236.125000 Penalty: 4669.836914
	Iteration 27Q: 3 clusters Score -1541236 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1541299.500000 Penalty: 4669.836914
	Iteration 28Q: 3 clusters Score -1541300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1541338.750000 Penalty: 4669.836914
	Iteration 29Q: 3 clusters Score -1541339 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1541374.375000 Penalty: 4669.836914
	Iteration 30Q: 3 clusters Score -1541374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1541409.875000 Penalty: 4669.836914
	Iteration 31Q: 3 clusters Score -1541410 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1541453.125000 Penalty: 4669.836914
	Iteration 32Q: 3 clusters Score -1541453 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1541484.125000 Penalty: 4669.836914
	Iteration 33Q: 3 clusters Score -1541484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1541519.125000 Penalty: 4669.836914
	Iteration 34Q: 3 clusters Score -1541519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1541539.500000 Penalty: 4669.836914
	Iteration 35Q: 3 clusters Score -1541540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1541558.375000 Penalty: 4669.836914
	Iteration 36Q: 3 clusters Score -1541558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1541583.500000 Penalty: 4669.836914
	Iteration 37Q: 3 clusters Score -1541584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1541599.250000 Penalty: 4669.836914
	Iteration 38Q: 3 clusters Score -1541599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1541615.625000 Penalty: 4669.836914
	Iteration 39Q: 3 clusters Score -1541616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1541625.875000 Penalty: 4669.836914
	Iteration 40F: 3 clusters Score -1541626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1541642.625000 Penalty: 4669.836914
	Iteration 41Q: 3 clusters Score -1541643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1541649.125000 Penalty: 4669.836914
	Iteration 42Q: 3 clusters Score -1541649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1541660.250000 Penalty: 4669.836914
	Iteration 43Q: 3 clusters Score -1541660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1541666.375000 Penalty: 4669.836914
	Iteration 44Q: 3 clusters Score -1541666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1541674.750000 Penalty: 4669.836914
	Iteration 45Q: 3 clusters Score -1541675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1541675.875000 Penalty: 4669.836914
	Iteration 46Q: 3 clusters Score -1541676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1541679.250000 Penalty: 4669.836914
	Iteration 47Q: 3 clusters Score -1541679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1541676.625000 Penalty: 4669.836914
	Iteration 48Q: 3 clusters Score -1541677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1541679.125000 Penalty: 4669.836914
	Iteration 49Q: 3 clusters Score -1541679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1541681.125000 Penalty: 4669.836914
	Iteration 50Q: 3 clusters Score -1541681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1541682.250000 Penalty: 4669.836914
	Iteration 51Q: 3 clusters Score -1541682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1541687.125000 Penalty: 4669.836914
	Iteration 52Q: 3 clusters Score -1541687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1541690.250000 Penalty: 4669.836914
	Iteration 53Q: 3 clusters Score -1541690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1541693.125000 Penalty: 4669.836914
	Iteration 54Q: 3 clusters Score -1541693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1541696.250000 Penalty: 4669.836914
	Iteration 55Q: 3 clusters Score -1541696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1541698.750000 Penalty: 4669.836914
	Iteration 56Q: 3 clusters Score -1541699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1541702.250000 Penalty: 4669.836914
	Iteration 57Q: 3 clusters Score -1541702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1541709.875000 Penalty: 4669.836914
	Iteration 58Q: 3 clusters Score -1541710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1541706.750000 Penalty: 4669.836914
	Iteration 59Q: 3 clusters Score -1541707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1541707.500000 Penalty: 4669.836914
	Iteration 60F: 3 clusters Score -1541708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1541713.000000 Penalty: 4669.836914
	Iteration 61Q: 3 clusters Score -1541713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1541718.375000 Penalty: 4669.836914
	Iteration 62Q: 3 clusters Score -1541718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1541719.625000 Penalty: 4669.836914
	Iteration 63Q: 3 clusters Score -1541720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1541717.875000 Penalty: 4669.836914
	Iteration 64Q: 3 clusters Score -1541718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1541723.750000 Penalty: 4669.836914
	Iteration 65Q: 3 clusters Score -1541724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1541723.500000 Penalty: 4669.836914
	Iteration 66Q: 3 clusters Score -1541724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1541725.250000 Penalty: 4669.836914
	Iteration 67Q: 3 clusters Score -1541725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1541726.750000 Penalty: 4669.836914
	Iteration 68Q: 3 clusters Score -1541727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1541727.625000 Penalty: 4669.836914
	Iteration 69Q: 3 clusters Score -1541728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1541727.250000 Penalty: 4669.836914
	Iteration 70Q: 3 clusters Score -1541727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1541727.250000 Penalty: 4669.836914
	Iteration 71F: 3 clusters Score -1541727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160306 members 
Entering Unmasked Estep 
Score: -20225816.000000 Penalty: 2972.240234
	Iteration 0F: 2 clusters Score -2.022582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -20121008.000000 Penalty: 5944.480469
	Iteration 0F: 3 clusters Score -2.012101e+07 nChanged 76602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -20165880.000000 Penalty: 5944.480469
	Iteration 1F: 3 clusters Score -2.016588e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -20167266.000000 Penalty: 5944.480469
	Iteration 2Q: 3 clusters Score -2.016727e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -20168930.000000 Penalty: 5944.480469
	Iteration 3Q: 3 clusters Score -2.016893e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -20171224.000000 Penalty: 5944.480469
	Iteration 4Q: 3 clusters Score -2.017122e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -20174822.000000 Penalty: 5944.480469
	Iteration 5Q: 3 clusters Score -2.017482e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -20180004.000000 Penalty: 5944.480469
	Iteration 6F: 3 clusters Score -2.018e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -20187478.000000 Penalty: 5944.480469
	Iteration 7F: 3 clusters Score -2.018748e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -20196560.000000 Penalty: 5944.480469
	Iteration 8F: 3 clusters Score -2.019656e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -20206014.000000 Penalty: 5944.480469
	Iteration 9F: 3 clusters Score -2.020601e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -20213988.000000 Penalty: 5944.480469
	Iteration 10F: 3 clusters Score -2.021399e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -20218824.000000 Penalty: 5944.480469
	Iteration 11Q: 3 clusters Score -2.021882e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -20221478.000000 Penalty: 5944.480469
	Iteration 12Q: 3 clusters Score -2.022148e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20222640.000000 Penalty: 5944.480469
	Iteration 13Q: 3 clusters Score -2.022264e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -20223332.000000 Penalty: 5944.480469
	Iteration 14Q: 3 clusters Score -2.022333e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -20223638.000000 Penalty: 5944.480469
	Iteration 15Q: 3 clusters Score -2.022364e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156861 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -20223800.000000 Penalty: 5944.480469
	Iteration 16Q: 3 clusters Score -2.02238e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -20223946.000000 Penalty: 5944.480469
	Iteration 17Q: 3 clusters Score -2.022395e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -20224018.000000 Penalty: 5944.480469
	Iteration 18Q: 3 clusters Score -2.022402e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -20224078.000000 Penalty: 5944.480469
	Iteration 19Q: 3 clusters Score -2.022408e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -20224072.000000 Penalty: 5944.480469
	Iteration 20F: 3 clusters Score -2.022407e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -20224058.000000 Penalty: 5944.480469
	Iteration 21Q: 3 clusters Score -2.022406e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157933 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -20224110.000000 Penalty: 5944.480469
	Iteration 22Q: 3 clusters Score -2.022411e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20224126.000000 Penalty: 5944.480469
	Iteration 23Q: 3 clusters Score -2.022413e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20224154.000000 Penalty: 5944.480469
	Iteration 24Q: 3 clusters Score -2.022415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -20224154.000000 Penalty: 5944.480469
	Iteration 25Q: 3 clusters Score -2.022415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158150 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20224146.000000 Penalty: 5944.480469
	Iteration 26Q: 3 clusters Score -2.022415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158185 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20224164.000000 Penalty: 5944.480469
	Iteration 27Q: 3 clusters Score -2.022416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -20224174.000000 Penalty: 5944.480469
	Iteration 28Q: 3 clusters Score -2.022417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20224160.000000 Penalty: 5944.480469
	Iteration 29Q: 3 clusters Score -2.022416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158252 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -20224158.000000 Penalty: 5944.480469
	Iteration 30Q: 3 clusters Score -2.022416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -20224154.000000 Penalty: 5944.480469
	Iteration 31Q: 3 clusters Score -2.022415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -20224156.000000 Penalty: 5944.480469
	Iteration 32Q: 3 clusters Score -2.022416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20224162.000000 Penalty: 5944.480469
	Iteration 33Q: 3 clusters Score -2.022416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20224140.000000 Penalty: 5944.480469
	Iteration 34Q: 3 clusters Score -2.022414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20224152.000000 Penalty: 5944.480469
	Iteration 35Q: 3 clusters Score -2.022415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158317 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -20224150.000000 Penalty: 5944.480469
	Iteration 36Q: 3 clusters Score -2.022415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20224158.000000 Penalty: 5944.480469
	Iteration 37Q: 3 clusters Score -2.022416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20224142.000000 Penalty: 5944.480469
	Iteration 38Q: 3 clusters Score -2.022414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -20224152.000000 Penalty: 5944.480469
	Iteration 39Q: 3 clusters Score -2.022415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -20224142.000000 Penalty: 5944.480469
	Iteration 40F: 3 clusters Score -2.022414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -20224154.000000 Penalty: 5944.480469
	Iteration 41Q: 3 clusters Score -2.022415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -20224182.000000 Penalty: 5944.480469
	Iteration 42Q: 3 clusters Score -2.022418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20224174.000000 Penalty: 5944.480469
	Iteration 43Q: 3 clusters Score -2.022417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20224170.000000 Penalty: 5944.480469
	Iteration 44Q: 3 clusters Score -2.022417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -20224176.000000 Penalty: 5944.480469
	Iteration 45Q: 3 clusters Score -2.022418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -20224184.000000 Penalty: 5944.480469
	Iteration 46Q: 3 clusters Score -2.022418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -20224186.000000 Penalty: 5944.480469
	Iteration 47Q: 3 clusters Score -2.022419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158408 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -20224182.000000 Penalty: 5944.480469
	Iteration 48Q: 3 clusters Score -2.022418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -20224218.000000 Penalty: 5944.480469
	Iteration 49Q: 3 clusters Score -2.022422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20224208.000000 Penalty: 5944.480469
	Iteration 50Q: 3 clusters Score -2.022421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -20224212.000000 Penalty: 5944.480469
	Iteration 51Q: 3 clusters Score -2.022421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -20224206.000000 Penalty: 5944.480469
	Iteration 52Q: 3 clusters Score -2.022421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158446 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -20224208.000000 Penalty: 5944.480469
	Iteration 53Q: 3 clusters Score -2.022421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -20224212.000000 Penalty: 5944.480469
	Iteration 54Q: 3 clusters Score -2.022421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -20224196.000000 Penalty: 5944.480469
	Iteration 55Q: 3 clusters Score -2.02242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20224202.000000 Penalty: 5944.480469
	Iteration 56Q: 3 clusters Score -2.02242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20224196.000000 Penalty: 5944.480469
	Iteration 57Q: 3 clusters Score -2.02242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -20224206.000000 Penalty: 5944.480469
	Iteration 58Q: 3 clusters Score -2.022421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20224202.000000 Penalty: 5944.480469
	Iteration 59Q: 3 clusters Score -2.02242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20224186.000000 Penalty: 5944.480469
	Iteration 60F: 3 clusters Score -2.022419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20224202.000000 Penalty: 5944.480469
	Iteration 61Q: 3 clusters Score -2.02242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20224202.000000 Penalty: 5944.480469
	Iteration 62F: 3 clusters Score -2.02242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -100207.750000 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -100207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98420.789062 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -98420.79 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98756.273438 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -98756.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98904.500000 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -98904.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99008.507812 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -99008.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99034.859375 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -99034.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99053.031250 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -99053.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99071.023438 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -99071.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99089.531250 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -99089.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99097.460938 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -99097.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99097.460938 Penalty: 3343.297607
	Iteration 9F: 3 clusters Score -99097.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -216218.515625 Penalty: 1850.344238
	Iteration 0F: 2 clusters Score -216218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -213771.656250 Penalty: 3700.688477
	Iteration 0F: 3 clusters Score -213771.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -214182.171875 Penalty: 3700.688477
	Iteration 1F: 3 clusters Score -214182.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -214294.125000 Penalty: 3700.688477
	Iteration 2F: 3 clusters Score -214294.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -214343.000000 Penalty: 3700.688477
	Iteration 3Q: 3 clusters Score -214343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -214375.187500 Penalty: 3700.688477
	Iteration 4Q: 3 clusters Score -214375.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -214396.421875 Penalty: 3700.688477
	Iteration 5Q: 3 clusters Score -214396.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -214407.843750 Penalty: 3700.688477
	Iteration 6Q: 3 clusters Score -214407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -214412.515625 Penalty: 3700.688477
	Iteration 7Q: 3 clusters Score -214412.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214419.000000 Penalty: 3700.688477
	Iteration 8Q: 3 clusters Score -214419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -214423.640625 Penalty: 3700.688477
	Iteration 9Q: 3 clusters Score -214423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -214427.312500 Penalty: 3700.688477
	Iteration 10Q: 3 clusters Score -214427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -214429.046875 Penalty: 3700.688477
	Iteration 11Q: 3 clusters Score -214429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -214430.750000 Penalty: 3700.688477
	Iteration 12Q: 3 clusters Score -214430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214431.625000 Penalty: 3700.688477
	Iteration 13Q: 3 clusters Score -214431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -214432.484375 Penalty: 3700.688477
	Iteration 14Q: 3 clusters Score -214432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214433.187500 Penalty: 3700.688477
	Iteration 15Q: 3 clusters Score -214433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -214433.906250 Penalty: 3700.688477
	Iteration 16Q: 3 clusters Score -214433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -214433.906250 Penalty: 3700.688477
	Iteration 17F: 3 clusters Score -214433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149209 members 
Entering Unmasked Estep 
Score: -18769002.000000 Penalty: 2954.449463
	Iteration 0F: 2 clusters Score -1.8769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -18670112.000000 Penalty: 5908.898926
	Iteration 0F: 3 clusters Score -1.867011e+07 nChanged 71298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -18711196.000000 Penalty: 5908.898926
	Iteration 1F: 3 clusters Score -1.87112e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -18712612.000000 Penalty: 5908.898926
	Iteration 2Q: 3 clusters Score -1.871261e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -18714492.000000 Penalty: 5908.898926
	Iteration 3Q: 3 clusters Score -1.871449e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -18717308.000000 Penalty: 5908.898926
	Iteration 4Q: 3 clusters Score -1.871731e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -18721078.000000 Penalty: 5908.898926
	Iteration 5F: 3 clusters Score -1.872108e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -18725438.000000 Penalty: 5908.898926
	Iteration 6F: 3 clusters Score -1.872544e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -18729834.000000 Penalty: 5908.898926
	Iteration 7F: 3 clusters Score -1.872983e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -18734400.000000 Penalty: 5908.898926
	Iteration 8F: 3 clusters Score -1.87344e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -18738496.000000 Penalty: 5908.898926
	Iteration 9F: 3 clusters Score -1.87385e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -18742660.000000 Penalty: 5908.898926
	Iteration 10Q: 3 clusters Score -1.874266e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -18746554.000000 Penalty: 5908.898926
	Iteration 11Q: 3 clusters Score -1.874655e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -18749726.000000 Penalty: 5908.898926
	Iteration 12Q: 3 clusters Score -1.874973e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112399 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -18752096.000000 Penalty: 5908.898926
	Iteration 13Q: 3 clusters Score -1.87521e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -18753760.000000 Penalty: 5908.898926
	Iteration 14Q: 3 clusters Score -1.875376e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117420 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -18754884.000000 Penalty: 5908.898926
	Iteration 15Q: 3 clusters Score -1.875488e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119735 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -18755924.000000 Penalty: 5908.898926
	Iteration 16Q: 3 clusters Score -1.875592e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121951 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -18756914.000000 Penalty: 5908.898926
	Iteration 17Q: 3 clusters Score -1.875691e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -18757948.000000 Penalty: 5908.898926
	Iteration 18Q: 3 clusters Score -1.875795e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -18758910.000000 Penalty: 5908.898926
	Iteration 19Q: 3 clusters Score -1.875891e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128131 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -18759720.000000 Penalty: 5908.898926
	Iteration 20F: 3 clusters Score -1.875972e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -18760592.000000 Penalty: 5908.898926
	Iteration 21Q: 3 clusters Score -1.876059e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131659 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -18761254.000000 Penalty: 5908.898926
	Iteration 22Q: 3 clusters Score -1.876125e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133215 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -18761906.000000 Penalty: 5908.898926
	Iteration 23Q: 3 clusters Score -1.876191e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134654 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -18762526.000000 Penalty: 5908.898926
	Iteration 24Q: 3 clusters Score -1.876253e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -18763026.000000 Penalty: 5908.898926
	Iteration 25Q: 3 clusters Score -1.876303e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -18763600.000000 Penalty: 5908.898926
	Iteration 26Q: 3 clusters Score -1.87636e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -18764078.000000 Penalty: 5908.898926
	Iteration 27Q: 3 clusters Score -1.876408e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139308 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -18764504.000000 Penalty: 5908.898926
	Iteration 28Q: 3 clusters Score -1.87645e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140198 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -18764896.000000 Penalty: 5908.898926
	Iteration 29Q: 3 clusters Score -1.87649e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141068 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -18765262.000000 Penalty: 5908.898926
	Iteration 30Q: 3 clusters Score -1.876526e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -18765592.000000 Penalty: 5908.898926
	Iteration 31Q: 3 clusters Score -1.876559e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142561 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -18765924.000000 Penalty: 5908.898926
	Iteration 32Q: 3 clusters Score -1.876592e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -18766222.000000 Penalty: 5908.898926
	Iteration 33Q: 3 clusters Score -1.876622e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143664 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -18766540.000000 Penalty: 5908.898926
	Iteration 34Q: 3 clusters Score -1.876654e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -18766718.000000 Penalty: 5908.898926
	Iteration 35Q: 3 clusters Score -1.876672e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144519 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -18766936.000000 Penalty: 5908.898926
	Iteration 36Q: 3 clusters Score -1.876694e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -18767040.000000 Penalty: 5908.898926
	Iteration 37Q: 3 clusters Score -1.876704e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145122 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -18767048.000000 Penalty: 5908.898926
	Iteration 38Q: 3 clusters Score -1.876705e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -18767124.000000 Penalty: 5908.898926
	Iteration 39Q: 3 clusters Score -1.876712e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145528 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -18767174.000000 Penalty: 5908.898926
	Iteration 40F: 3 clusters Score -1.876717e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -18767284.000000 Penalty: 5908.898926
	Iteration 41Q: 3 clusters Score -1.876728e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -18767452.000000 Penalty: 5908.898926
	Iteration 42Q: 3 clusters Score -1.876745e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -18767638.000000 Penalty: 5908.898926
	Iteration 43Q: 3 clusters Score -1.876764e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146097 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -18767890.000000 Penalty: 5908.898926
	Iteration 44Q: 3 clusters Score -1.876789e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -18768154.000000 Penalty: 5908.898926
	Iteration 45Q: 3 clusters Score -1.876815e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146164 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -18768324.000000 Penalty: 5908.898926
	Iteration 46Q: 3 clusters Score -1.876832e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146129 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -18768378.000000 Penalty: 5908.898926
	Iteration 47Q: 3 clusters Score -1.876838e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -18768426.000000 Penalty: 5908.898926
	Iteration 48Q: 3 clusters Score -1.876843e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146041 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -18768490.000000 Penalty: 5908.898926
	Iteration 49Q: 3 clusters Score -1.876849e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -18768504.000000 Penalty: 5908.898926
	Iteration 50Q: 3 clusters Score -1.87685e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145964 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -18768500.000000 Penalty: 5908.898926
	Iteration 51Q: 3 clusters Score -1.87685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -18768478.000000 Penalty: 5908.898926
	Iteration 52Q: 3 clusters Score -1.876848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -18768492.000000 Penalty: 5908.898926
	Iteration 53Q: 3 clusters Score -1.876849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -18768490.000000 Penalty: 5908.898926
	Iteration 54Q: 3 clusters Score -1.876849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145838 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -18768492.000000 Penalty: 5908.898926
	Iteration 55Q: 3 clusters Score -1.876849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145819 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -18768516.000000 Penalty: 5908.898926
	Iteration 56Q: 3 clusters Score -1.876852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -18768560.000000 Penalty: 5908.898926
	Iteration 57Q: 3 clusters Score -1.876856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145782 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -18768552.000000 Penalty: 5908.898926
	Iteration 58Q: 3 clusters Score -1.876855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145777 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18768560.000000 Penalty: 5908.898926
	Iteration 59Q: 3 clusters Score -1.876856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -18768564.000000 Penalty: 5908.898926
	Iteration 60F: 3 clusters Score -1.876856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -18768554.000000 Penalty: 5908.898926
	Iteration 61Q: 3 clusters Score -1.876855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -18768562.000000 Penalty: 5908.898926
	Iteration 62Q: 3 clusters Score -1.876856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145752 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -18768586.000000 Penalty: 5908.898926
	Iteration 63Q: 3 clusters Score -1.876859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -18768574.000000 Penalty: 5908.898926
	Iteration 64Q: 3 clusters Score -1.876857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -18768574.000000 Penalty: 5908.898926
	Iteration 65Q: 3 clusters Score -1.876857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -18768586.000000 Penalty: 5908.898926
	Iteration 66Q: 3 clusters Score -1.876859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -18768578.000000 Penalty: 5908.898926
	Iteration 67Q: 3 clusters Score -1.876858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -18768590.000000 Penalty: 5908.898926
	Iteration 68Q: 3 clusters Score -1.876859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145708 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -18768592.000000 Penalty: 5908.898926
	Iteration 69Q: 3 clusters Score -1.876859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -18768594.000000 Penalty: 5908.898926
	Iteration 70Q: 3 clusters Score -1.876859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18768590.000000 Penalty: 5908.898926
	Iteration 71Q: 3 clusters Score -1.876859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18768604.000000 Penalty: 5908.898926
	Iteration 72Q: 3 clusters Score -1.87686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -18768602.000000 Penalty: 5908.898926
	Iteration 73Q: 3 clusters Score -1.87686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145708 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -18768610.000000 Penalty: 5908.898926
	Iteration 74Q: 3 clusters Score -1.876861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18768602.000000 Penalty: 5908.898926
	Iteration 75Q: 3 clusters Score -1.87686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -18768612.000000 Penalty: 5908.898926
	Iteration 76Q: 3 clusters Score -1.876861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145705 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -18768606.000000 Penalty: 5908.898926
	Iteration 77Q: 3 clusters Score -1.876861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145705 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -18768606.000000 Penalty: 5908.898926
	Iteration 78F: 3 clusters Score -1.876861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Entering Unmasked Estep 
Score: -10012480.000000 Penalty: 2799.067871
	Iteration 0F: 2 clusters Score -1.001248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -9958978.000000 Penalty: 5598.135742
	Iteration 0F: 3 clusters Score -9958978 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -9980189.000000 Penalty: 5598.135742
	Iteration 1F: 3 clusters Score -9980189 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -9980626.000000 Penalty: 5598.135742
	Iteration 2Q: 3 clusters Score -9980626 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -9981099.000000 Penalty: 5598.135742
	Iteration 3Q: 3 clusters Score -9981099 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -9981526.000000 Penalty: 5598.135742
	Iteration 4Q: 3 clusters Score -9981526 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -9981966.000000 Penalty: 5598.135742
	Iteration 5Q: 3 clusters Score -9981966 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -9982538.000000 Penalty: 5598.135742
	Iteration 6Q: 3 clusters Score -9982538 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -9983402.000000 Penalty: 5598.135742
	Iteration 7Q: 3 clusters Score -9983402 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -9984937.000000 Penalty: 5598.135742
	Iteration 8Q: 3 clusters Score -9984937 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -9987625.000000 Penalty: 5598.135742
	Iteration 9F: 3 clusters Score -9987625 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -9992084.000000 Penalty: 5598.135742
	Iteration 10F: 3 clusters Score -9992084 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -9998259.000000 Penalty: 5598.135742
	Iteration 11F: 3 clusters Score -9998259 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -10004263.000000 Penalty: 5598.135742
	Iteration 12F: 3 clusters Score -1.000426e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -10007807.000000 Penalty: 5598.135742
	Iteration 13Q: 3 clusters Score -1.000781e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -10009187.000000 Penalty: 5598.135742
	Iteration 14Q: 3 clusters Score -1.000919e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -10009616.000000 Penalty: 5598.135742
	Iteration 15Q: 3 clusters Score -1.000962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -10009755.000000 Penalty: 5598.135742
	Iteration 16Q: 3 clusters Score -1.000976e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10009847.000000 Penalty: 5598.135742
	Iteration 17Q: 3 clusters Score -1.000985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -10009901.000000 Penalty: 5598.135742
	Iteration 18Q: 3 clusters Score -1.00099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -10009931.000000 Penalty: 5598.135742
	Iteration 19Q: 3 clusters Score -1.000993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -10009939.000000 Penalty: 5598.135742
	Iteration 20F: 3 clusters Score -1.000994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -10009949.000000 Penalty: 5598.135742
	Iteration 21Q: 3 clusters Score -1.000995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -10009964.000000 Penalty: 5598.135742
	Iteration 22Q: 3 clusters Score -1.000996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -10009972.000000 Penalty: 5598.135742
	Iteration 23Q: 3 clusters Score -1.000997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -10009970.000000 Penalty: 5598.135742
	Iteration 24Q: 3 clusters Score -1.000997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -10009969.000000 Penalty: 5598.135742
	Iteration 25Q: 3 clusters Score -1.000997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -10009969.000000 Penalty: 5598.135742
	Iteration 26F: 3 clusters Score -1.000997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72112.046875 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72112.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72283.195312 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72283.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72347.507812 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -72347.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72373.265625 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72373.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72394.109375 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72394.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72399.320312 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72399.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72402.226562 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72402.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72414.515625 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72414.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72417.132812 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72417.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72419.320312 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -72419.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72419.320312 Penalty: 3180.261963
	Iteration 10F: 3 clusters Score -72419.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Entering Unmasked Estep 
Score: -9329824.000000 Penalty: 2788.732422
	Iteration 0F: 2 clusters Score -9329824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -9278588.000000 Penalty: 5577.464844
	Iteration 0F: 3 clusters Score -9278588 nChanged 35819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -9298846.000000 Penalty: 5577.464844
	Iteration 1F: 3 clusters Score -9298846 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -9299395.000000 Penalty: 5577.464844
	Iteration 2Q: 3 clusters Score -9299395 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -9300109.000000 Penalty: 5577.464844
	Iteration 3Q: 3 clusters Score -9300109 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -9301025.000000 Penalty: 5577.464844
	Iteration 4Q: 3 clusters Score -9301025 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -9302680.000000 Penalty: 5577.464844
	Iteration 5Q: 3 clusters Score -9302680 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -9305601.000000 Penalty: 5577.464844
	Iteration 6F: 3 clusters Score -9305601 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -9310355.000000 Penalty: 5577.464844
	Iteration 7F: 3 clusters Score -9310355 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -9317020.000000 Penalty: 5577.464844
	Iteration 8F: 3 clusters Score -9317020 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9322743.000000 Penalty: 5577.464844
	Iteration 9F: 3 clusters Score -9322743 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9325734.000000 Penalty: 5577.464844
	Iteration 10Q: 3 clusters Score -9325734 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9326800.000000 Penalty: 5577.464844
	Iteration 11Q: 3 clusters Score -9326800 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9327157.000000 Penalty: 5577.464844
	Iteration 12Q: 3 clusters Score -9327157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9327279.000000 Penalty: 5577.464844
	Iteration 13Q: 3 clusters Score -9327279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9327311.000000 Penalty: 5577.464844
	Iteration 14Q: 3 clusters Score -9327311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9327336.000000 Penalty: 5577.464844
	Iteration 15Q: 3 clusters Score -9327336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9327360.000000 Penalty: 5577.464844
	Iteration 16Q: 3 clusters Score -9327360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9327374.000000 Penalty: 5577.464844
	Iteration 17Q: 3 clusters Score -9327374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9327374.000000 Penalty: 5577.464844
	Iteration 18Q: 3 clusters Score -9327374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9327390.000000 Penalty: 5577.464844
	Iteration 19Q: 3 clusters Score -9327390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9327380.000000 Penalty: 5577.464844
	Iteration 20F: 3 clusters Score -9327380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17421.617188 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17421.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17534.851562 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17534.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17551.859375 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17551.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17561.455078 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17561.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17561.455078 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17561.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -134137.171875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -134137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132083.546875 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -132083.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132419.281250 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -132419.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132526.015625 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -132526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132560.328125 Penalty: 3493.840332
	Iteration 3Q: 3 clusters Score -132560.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132602.109375 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -132602.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132623.453125 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -132623.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132631.343750 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -132631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132638.531250 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -132638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132643.484375 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -132643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132644.843750 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -132644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132645.531250 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -132645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132645.531250 Penalty: 3493.840332
	Iteration 11F: 3 clusters Score -132645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84244.968750 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84244.97 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84517.703125 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84517.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84667.289062 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -84667.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84733.179688 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -84733.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84837.265625 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -84837.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84896.210938 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -84896.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84970.281250 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -84970.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85020.703125 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85020.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85071.351562 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85071.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85131.367188 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85131.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85268.757812 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85268.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85424.289062 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85424.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85613.789062 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -85613.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85788.398438 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -85788.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85874.890625 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -85874.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86060.656250 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -86060.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86215.937500 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -86215.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86317.882812 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -86317.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86344.007812 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -86344.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86348.937500 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -86348.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86357.875000 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -86357.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 160306 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 149209 members 
Mstep: Class 6 contains 79743 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13927 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167677 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150852 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15060 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 416 members 
Entering Unmasked Estep 
Score: -105793424.000000 Penalty: 84699.109375
Splitting cluster 11 changes total score from -105794944.000000 to -105793424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -811433.312500 Penalty: 2189.066650
	Iteration 0F: 2 clusters Score -811433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -805828.062500 Penalty: 4378.133301
	Iteration 0F: 3 clusters Score -805828.1 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -807598.062500 Penalty: 4378.133301
	Iteration 1F: 3 clusters Score -807598.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -808116.062500 Penalty: 4378.133301
	Iteration 2F: 3 clusters Score -808116.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -808561.250000 Penalty: 4378.133301
	Iteration 3F: 3 clusters Score -808561.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -808911.250000 Penalty: 4378.133301
	Iteration 4F: 3 clusters Score -808911.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -809190.875000 Penalty: 4378.133301
	Iteration 5F: 3 clusters Score -809190.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -809406.375000 Penalty: 4378.133301
	Iteration 6Q: 3 clusters Score -809406.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -809544.000000 Penalty: 4378.133301
	Iteration 7Q: 3 clusters Score -809544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -809640.250000 Penalty: 4378.133301
	Iteration 8Q: 3 clusters Score -809640.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -809710.625000 Penalty: 4378.133301
	Iteration 9Q: 3 clusters Score -809710.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -809768.562500 Penalty: 4378.133301
	Iteration 10Q: 3 clusters Score -809768.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -809804.875000 Penalty: 4378.133301
	Iteration 11Q: 3 clusters Score -809804.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -809834.312500 Penalty: 4378.133301
	Iteration 12Q: 3 clusters Score -809834.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -809853.062500 Penalty: 4378.133301
	Iteration 13Q: 3 clusters Score -809853.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -809867.562500 Penalty: 4378.133301
	Iteration 14Q: 3 clusters Score -809867.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -809877.875000 Penalty: 4378.133301
	Iteration 15Q: 3 clusters Score -809877.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -809887.437500 Penalty: 4378.133301
	Iteration 16Q: 3 clusters Score -809887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -809895.125000 Penalty: 4378.133301
	Iteration 17Q: 3 clusters Score -809895.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -809904.125000 Penalty: 4378.133301
	Iteration 18Q: 3 clusters Score -809904.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -809912.687500 Penalty: 4378.133301
	Iteration 19Q: 3 clusters Score -809912.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -809924.562500 Penalty: 4378.133301
	Iteration 20F: 3 clusters Score -809924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -809935.750000 Penalty: 4378.133301
	Iteration 21Q: 3 clusters Score -809935.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -809943.062500 Penalty: 4378.133301
	Iteration 22Q: 3 clusters Score -809943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -809952.750000 Penalty: 4378.133301
	Iteration 23Q: 3 clusters Score -809952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -809956.500000 Penalty: 4378.133301
	Iteration 24Q: 3 clusters Score -809956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -809960.312500 Penalty: 4378.133301
	Iteration 25Q: 3 clusters Score -809960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -809966.187500 Penalty: 4378.133301
	Iteration 26Q: 3 clusters Score -809966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -809970.125000 Penalty: 4378.133301
	Iteration 27Q: 3 clusters Score -809970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -809975.937500 Penalty: 4378.133301
	Iteration 28Q: 3 clusters Score -809975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -809983.687500 Penalty: 4378.133301
	Iteration 29Q: 3 clusters Score -809983.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -809988.125000 Penalty: 4378.133301
	Iteration 30Q: 3 clusters Score -809988.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -809994.125000 Penalty: 4378.133301
	Iteration 31Q: 3 clusters Score -809994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -809996.250000 Penalty: 4378.133301
	Iteration 32Q: 3 clusters Score -809996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -810003.500000 Penalty: 4378.133301
	Iteration 33Q: 3 clusters Score -810003.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -810007.250000 Penalty: 4378.133301
	Iteration 34Q: 3 clusters Score -810007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -810012.375000 Penalty: 4378.133301
	Iteration 35Q: 3 clusters Score -810012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -810019.812500 Penalty: 4378.133301
	Iteration 36Q: 3 clusters Score -810019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -810023.875000 Penalty: 4378.133301
	Iteration 37Q: 3 clusters Score -810023.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -810030.187500 Penalty: 4378.133301
	Iteration 38Q: 3 clusters Score -810030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -810039.312500 Penalty: 4378.133301
	Iteration 39Q: 3 clusters Score -810039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -810045.750000 Penalty: 4378.133301
	Iteration 40F: 3 clusters Score -810045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -810053.812500 Penalty: 4378.133301
	Iteration 41Q: 3 clusters Score -810053.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -810060.437500 Penalty: 4378.133301
	Iteration 42Q: 3 clusters Score -810060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -810067.625000 Penalty: 4378.133301
	Iteration 43Q: 3 clusters Score -810067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -810072.500000 Penalty: 4378.133301
	Iteration 44Q: 3 clusters Score -810072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -810079.687500 Penalty: 4378.133301
	Iteration 45Q: 3 clusters Score -810079.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -810098.437500 Penalty: 4378.133301
	Iteration 46Q: 3 clusters Score -810098.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -810111.687500 Penalty: 4378.133301
	Iteration 47Q: 3 clusters Score -810111.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -810118.625000 Penalty: 4378.133301
	Iteration 48Q: 3 clusters Score -810118.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -810126.562500 Penalty: 4378.133301
	Iteration 49Q: 3 clusters Score -810126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -810133.125000 Penalty: 4378.133301
	Iteration 50Q: 3 clusters Score -810133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -810136.437500 Penalty: 4378.133301
	Iteration 51Q: 3 clusters Score -810136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -810139.812500 Penalty: 4378.133301
	Iteration 52Q: 3 clusters Score -810139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -810141.062500 Penalty: 4378.133301
	Iteration 53Q: 3 clusters Score -810141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -810143.937500 Penalty: 4378.133301
	Iteration 54Q: 3 clusters Score -810143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -810144.062500 Penalty: 4378.133301
	Iteration 55Q: 3 clusters Score -810144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -810144.125000 Penalty: 4378.133301
	Iteration 56Q: 3 clusters Score -810144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -810147.875000 Penalty: 4378.133301
	Iteration 57Q: 3 clusters Score -810147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -810147.437500 Penalty: 4378.133301
	Iteration 58Q: 3 clusters Score -810147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -810149.625000 Penalty: 4378.133301
	Iteration 59Q: 3 clusters Score -810149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -810149.625000 Penalty: 4378.133301
	Iteration 60F: 3 clusters Score -810149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -26106.029297 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26106.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24953.925781 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -24953.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25072.341797 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25072.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25113.152344 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25113.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25129.498047 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25135.992188 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25135.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25138.859375 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -25138.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25138.859375 Penalty: 2754.267822
	Iteration 6F: 3 clusters Score -25138.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -48518.843750 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -48518.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47066.925781 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -47066.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47165.726562 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -47165.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47212.921875 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -47212.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47239.035156 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -47239.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47250.335938 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -47250.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47253.242188 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -47253.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47259.429688 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -47259.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47259.429688 Penalty: 3004.165039
	Iteration 7F: 3 clusters Score -47259.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -1777491.625000 Penalty: 2366.312988
	Iteration 0F: 2 clusters Score -1777492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1767292.500000 Penalty: 4732.625977
	Iteration 0F: 3 clusters Score -1767292 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1770470.000000 Penalty: 4732.625977
	Iteration 1F: 3 clusters Score -1770470 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1770833.500000 Penalty: 4732.625977
	Iteration 2F: 3 clusters Score -1770834 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1771164.375000 Penalty: 4732.625977
	Iteration 3F: 3 clusters Score -1771164 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1771519.875000 Penalty: 4732.625977
	Iteration 4Q: 3 clusters Score -1771520 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1771918.375000 Penalty: 4732.625977
	Iteration 5F: 3 clusters Score -1771918 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1772381.625000 Penalty: 4732.625977
	Iteration 6F: 3 clusters Score -1772382 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1772909.250000 Penalty: 4732.625977
	Iteration 7F: 3 clusters Score -1772909 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1773491.625000 Penalty: 4732.625977
	Iteration 8F: 3 clusters Score -1773492 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1774092.250000 Penalty: 4732.625977
	Iteration 9F: 3 clusters Score -1774092 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1774615.250000 Penalty: 4732.625977
	Iteration 10Q: 3 clusters Score -1774615 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1774953.875000 Penalty: 4732.625977
	Iteration 11Q: 3 clusters Score -1774954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1775157.625000 Penalty: 4732.625977
	Iteration 12Q: 3 clusters Score -1775158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1775302.625000 Penalty: 4732.625977
	Iteration 13Q: 3 clusters Score -1775303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1775389.750000 Penalty: 4732.625977
	Iteration 14Q: 3 clusters Score -1775390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1775448.250000 Penalty: 4732.625977
	Iteration 15Q: 3 clusters Score -1775448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1775491.250000 Penalty: 4732.625977
	Iteration 16Q: 3 clusters Score -1775491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1775516.750000 Penalty: 4732.625977
	Iteration 17Q: 3 clusters Score -1775517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1775533.625000 Penalty: 4732.625977
	Iteration 18Q: 3 clusters Score -1775534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1775549.375000 Penalty: 4732.625977
	Iteration 19Q: 3 clusters Score -1775549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1775565.250000 Penalty: 4732.625977
	Iteration 20F: 3 clusters Score -1775565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1775575.000000 Penalty: 4732.625977
	Iteration 21Q: 3 clusters Score -1775575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1775579.500000 Penalty: 4732.625977
	Iteration 22Q: 3 clusters Score -1775580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1775580.500000 Penalty: 4732.625977
	Iteration 23Q: 3 clusters Score -1775580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1775580.500000 Penalty: 4732.625977
	Iteration 24F: 3 clusters Score -1775580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Entering Unmasked Estep 
Score: -1061159.375000 Penalty: 2238.193604
	Iteration 0F: 2 clusters Score -1061159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1054556.625000 Penalty: 4476.387207
	Iteration 0F: 3 clusters Score -1054557 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1056327.750000 Penalty: 4476.387207
	Iteration 1F: 3 clusters Score -1056328 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1056582.250000 Penalty: 4476.387207
	Iteration 2F: 3 clusters Score -1056582 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1056740.125000 Penalty: 4476.387207
	Iteration 3Q: 3 clusters Score -1056740 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1056852.375000 Penalty: 4476.387207
	Iteration 4Q: 3 clusters Score -1056852 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1056927.875000 Penalty: 4476.387207
	Iteration 5Q: 3 clusters Score -1056928 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1056994.000000 Penalty: 4476.387207
	Iteration 6Q: 3 clusters Score -1056994 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1057069.000000 Penalty: 4476.387207
	Iteration 7Q: 3 clusters Score -1057069 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1057171.625000 Penalty: 4476.387207
	Iteration 8Q: 3 clusters Score -1057172 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1057288.500000 Penalty: 4476.387207
	Iteration 9Q: 3 clusters Score -1057288 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1057446.125000 Penalty: 4476.387207
	Iteration 10Q: 3 clusters Score -1057446 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1057647.250000 Penalty: 4476.387207
	Iteration 11Q: 3 clusters Score -1057647 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1057898.500000 Penalty: 4476.387207
	Iteration 12Q: 3 clusters Score -1057898 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1058210.250000 Penalty: 4476.387207
	Iteration 13Q: 3 clusters Score -1058210 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1058513.375000 Penalty: 4476.387207
	Iteration 14Q: 3 clusters Score -1058513 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1058792.000000 Penalty: 4476.387207
	Iteration 15Q: 3 clusters Score -1058792 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1059023.750000 Penalty: 4476.387207
	Iteration 16Q: 3 clusters Score -1059024 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1059198.000000 Penalty: 4476.387207
	Iteration 17Q: 3 clusters Score -1059198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1059328.125000 Penalty: 4476.387207
	Iteration 18Q: 3 clusters Score -1059328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1059428.625000 Penalty: 4476.387207
	Iteration 19Q: 3 clusters Score -1059429 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1059485.500000 Penalty: 4476.387207
	Iteration 20F: 3 clusters Score -1059486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1059518.375000 Penalty: 4476.387207
	Iteration 21Q: 3 clusters Score -1059518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1059543.375000 Penalty: 4476.387207
	Iteration 22Q: 3 clusters Score -1059543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1059562.750000 Penalty: 4476.387207
	Iteration 23Q: 3 clusters Score -1059563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1059575.875000 Penalty: 4476.387207
	Iteration 24Q: 3 clusters Score -1059576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1059582.750000 Penalty: 4476.387207
	Iteration 25Q: 3 clusters Score -1059583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1059591.250000 Penalty: 4476.387207
	Iteration 26Q: 3 clusters Score -1059591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1059598.375000 Penalty: 4476.387207
	Iteration 27Q: 3 clusters Score -1059598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1059600.125000 Penalty: 4476.387207
	Iteration 28Q: 3 clusters Score -1059600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1059601.500000 Penalty: 4476.387207
	Iteration 29Q: 3 clusters Score -1059602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1059602.750000 Penalty: 4476.387207
	Iteration 30Q: 3 clusters Score -1059603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1059604.375000 Penalty: 4476.387207
	Iteration 31Q: 3 clusters Score -1059604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1059609.000000 Penalty: 4476.387207
	Iteration 32Q: 3 clusters Score -1059609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1059612.625000 Penalty: 4476.387207
	Iteration 33Q: 3 clusters Score -1059613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1059611.875000 Penalty: 4476.387207
	Iteration 34Q: 3 clusters Score -1059612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1059613.250000 Penalty: 4476.387207
	Iteration 35Q: 3 clusters Score -1059613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1059616.750000 Penalty: 4476.387207
	Iteration 36Q: 3 clusters Score -1059617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1059616.875000 Penalty: 4476.387207
	Iteration 37Q: 3 clusters Score -1059617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1059617.125000 Penalty: 4476.387207
	Iteration 38Q: 3 clusters Score -1059617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1059619.500000 Penalty: 4476.387207
	Iteration 39Q: 3 clusters Score -1059620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1059619.500000 Penalty: 4476.387207
	Iteration 40F: 3 clusters Score -1059620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -33928.878906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -33928.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32653.912109 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -32653.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32803.550781 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -32803.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32828.601562 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -32828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32830.355469 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32830.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32830.355469 Penalty: 2873.334717
	Iteration 4F: 3 clusters Score -32830.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Entering Unmasked Estep 
Score: -21115022.000000 Penalty: 2983.389160
	Iteration 0F: 2 clusters Score -2.111502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -21005474.000000 Penalty: 5966.778320
	Iteration 0F: 3 clusters Score -2.100547e+07 nChanged 80608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -21052736.000000 Penalty: 5966.778320
	Iteration 1F: 3 clusters Score -2.105274e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -21053800.000000 Penalty: 5966.778320
	Iteration 2Q: 3 clusters Score -2.10538e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -21055390.000000 Penalty: 5966.778320
	Iteration 3Q: 3 clusters Score -2.105539e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -21058320.000000 Penalty: 5966.778320
	Iteration 4Q: 3 clusters Score -2.105832e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -21063612.000000 Penalty: 5966.778320
	Iteration 5F: 3 clusters Score -2.106361e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119933 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -21072056.000000 Penalty: 5966.778320
	Iteration 6F: 3 clusters Score -2.107206e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -21082964.000000 Penalty: 5966.778320
	Iteration 7F: 3 clusters Score -2.108296e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142948 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -21093576.000000 Penalty: 5966.778320
	Iteration 8F: 3 clusters Score -2.109358e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150939 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -21101312.000000 Penalty: 5966.778320
	Iteration 9Q: 3 clusters Score -2.110131e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -21106138.000000 Penalty: 5966.778320
	Iteration 10Q: 3 clusters Score -2.110614e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -21108774.000000 Penalty: 5966.778320
	Iteration 11Q: 3 clusters Score -2.110877e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -21110388.000000 Penalty: 5966.778320
	Iteration 12Q: 3 clusters Score -2.111039e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -21111282.000000 Penalty: 5966.778320
	Iteration 13Q: 3 clusters Score -2.111128e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21111646.000000 Penalty: 5966.778320
	Iteration 14Q: 3 clusters Score -2.111165e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164834 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -21111846.000000 Penalty: 5966.778320
	Iteration 15Q: 3 clusters Score -2.111185e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21112088.000000 Penalty: 5966.778320
	Iteration 16Q: 3 clusters Score -2.111209e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21112272.000000 Penalty: 5966.778320
	Iteration 17Q: 3 clusters Score -2.111227e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21112366.000000 Penalty: 5966.778320
	Iteration 18Q: 3 clusters Score -2.111237e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21112444.000000 Penalty: 5966.778320
	Iteration 19Q: 3 clusters Score -2.111244e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21112482.000000 Penalty: 5966.778320
	Iteration 20F: 3 clusters Score -2.111248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166619 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21112522.000000 Penalty: 5966.778320
	Iteration 21Q: 3 clusters Score -2.111252e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -21112592.000000 Penalty: 5966.778320
	Iteration 22Q: 3 clusters Score -2.111259e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166783 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21112614.000000 Penalty: 5966.778320
	Iteration 23Q: 3 clusters Score -2.111261e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21112628.000000 Penalty: 5966.778320
	Iteration 24Q: 3 clusters Score -2.111263e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21112642.000000 Penalty: 5966.778320
	Iteration 25Q: 3 clusters Score -2.111264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21112650.000000 Penalty: 5966.778320
	Iteration 26Q: 3 clusters Score -2.111265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166915 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -21112642.000000 Penalty: 5966.778320
	Iteration 27Q: 3 clusters Score -2.111264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166931 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21112670.000000 Penalty: 5966.778320
	Iteration 28Q: 3 clusters Score -2.111267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166945 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21112664.000000 Penalty: 5966.778320
	Iteration 29Q: 3 clusters Score -2.111266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -21112664.000000 Penalty: 5966.778320
	Iteration 30Q: 3 clusters Score -2.111266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21112652.000000 Penalty: 5966.778320
	Iteration 31Q: 3 clusters Score -2.111265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166978 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21112662.000000 Penalty: 5966.778320
	Iteration 32Q: 3 clusters Score -2.111266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21112634.000000 Penalty: 5966.778320
	Iteration 33Q: 3 clusters Score -2.111263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21112644.000000 Penalty: 5966.778320
	Iteration 34Q: 3 clusters Score -2.111264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21112652.000000 Penalty: 5966.778320
	Iteration 35Q: 3 clusters Score -2.111265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21112656.000000 Penalty: 5966.778320
	Iteration 36Q: 3 clusters Score -2.111266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21112642.000000 Penalty: 5966.778320
	Iteration 37Q: 3 clusters Score -2.111264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167019 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21112648.000000 Penalty: 5966.778320
	Iteration 38Q: 3 clusters Score -2.111265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21112662.000000 Penalty: 5966.778320
	Iteration 39Q: 3 clusters Score -2.111266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21112646.000000 Penalty: 5966.778320
	Iteration 40F: 3 clusters Score -2.111265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167034 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21112660.000000 Penalty: 5966.778320
	Iteration 41Q: 3 clusters Score -2.111266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21112660.000000 Penalty: 5966.778320
	Iteration 42Q: 3 clusters Score -2.111266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21112682.000000 Penalty: 5966.778320
	Iteration 43Q: 3 clusters Score -2.111268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167045 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21112688.000000 Penalty: 5966.778320
	Iteration 44Q: 3 clusters Score -2.111269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167046 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21112680.000000 Penalty: 5966.778320
	Iteration 45Q: 3 clusters Score -2.111268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167045 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21112680.000000 Penalty: 5966.778320
	Iteration 46Q: 3 clusters Score -2.111268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21112682.000000 Penalty: 5966.778320
	Iteration 47Q: 3 clusters Score -2.111268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21112676.000000 Penalty: 5966.778320
	Iteration 48Q: 3 clusters Score -2.111268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21112676.000000 Penalty: 5966.778320
	Iteration 49F: 3 clusters Score -2.111268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -28834.787109 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -28834.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27620.660156 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -27620.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27772.320312 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -27772.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27884.080078 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -27884.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27933.183594 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -27933.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27944.402344 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -27944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27951.890625 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -27951.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27954.138672 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -27954.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27954.138672 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -27954.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Entering Unmasked Estep 
Score: -19049568.000000 Penalty: 2957.165527
	Iteration 0F: 2 clusters Score -1.904957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -18949238.000000 Penalty: 5914.331055
	Iteration 0F: 3 clusters Score -1.894924e+07 nChanged 72204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -18990588.000000 Penalty: 5914.331055
	Iteration 1F: 3 clusters Score -1.899059e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -18991404.000000 Penalty: 5914.331055
	Iteration 2Q: 3 clusters Score -1.89914e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -18992338.000000 Penalty: 5914.331055
	Iteration 3Q: 3 clusters Score -1.899234e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -18994026.000000 Penalty: 5914.331055
	Iteration 4Q: 3 clusters Score -1.899403e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -18997440.000000 Penalty: 5914.331055
	Iteration 5Q: 3 clusters Score -1.899744e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -19004026.000000 Penalty: 5914.331055
	Iteration 6F: 3 clusters Score -1.900403e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -19015858.000000 Penalty: 5914.331055
	Iteration 7F: 3 clusters Score -1.901586e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 134218 members 
Entering Unmasked Estep 
Score: -19030236.000000 Penalty: 5914.331055
	Iteration 8F: 3 clusters Score -1.903024e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -19041066.000000 Penalty: 5914.331055
	Iteration 9F: 3 clusters Score -1.904107e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 149265 members 
Entering Unmasked Estep 
Score: -19045400.000000 Penalty: 5914.331055
	Iteration 10Q: 3 clusters Score -1.90454e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -19046476.000000 Penalty: 5914.331055
	Iteration 11Q: 3 clusters Score -1.904648e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 150616 members 
Entering Unmasked Estep 
Score: -19046762.000000 Penalty: 5914.331055
	Iteration 12Q: 3 clusters Score -1.904676e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -19046844.000000 Penalty: 5914.331055
	Iteration 13Q: 3 clusters Score -1.904684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 150678 members 
Entering Unmasked Estep 
Score: -19046876.000000 Penalty: 5914.331055
	Iteration 14Q: 3 clusters Score -1.904688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150684 members 
Entering Unmasked Estep 
Score: -19046918.000000 Penalty: 5914.331055
	Iteration 15Q: 3 clusters Score -1.904692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -19046950.000000 Penalty: 5914.331055
	Iteration 16Q: 3 clusters Score -1.904695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150689 members 
Entering Unmasked Estep 
Score: -19046954.000000 Penalty: 5914.331055
	Iteration 17Q: 3 clusters Score -1.904695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150692 members 
Entering Unmasked Estep 
Score: -19046964.000000 Penalty: 5914.331055
	Iteration 18Q: 3 clusters Score -1.904696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -19046962.000000 Penalty: 5914.331055
	Iteration 19Q: 3 clusters Score -1.904696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -19046962.000000 Penalty: 5914.331055
	Iteration 20F: 3 clusters Score -1.904696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -188080.625000 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -188080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -185776.296875 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -185776.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186345.734375 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -186345.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186693.312500 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -186693.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -186960.937500 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -186960.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -187123.843750 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -187123.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -187250.109375 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -187250.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187366.437500 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -187366.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -187403.218750 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -187403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -187415.796875 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -187415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -187423.203125 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -187423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -187428.765625 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -187428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187432.968750 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -187433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -187439.078125 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -187439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -187441.625000 Penalty: 3671.010742
	Iteration 13Q: 3 clusters Score -187441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -187444.296875 Penalty: 3671.010742
	Iteration 14Q: 3 clusters Score -187444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -187446.953125 Penalty: 3671.010742
	Iteration 15Q: 3 clusters Score -187447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -187447.406250 Penalty: 3671.010742
	Iteration 16Q: 3 clusters Score -187447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -187447.406250 Penalty: 3671.010742
	Iteration 17F: 3 clusters Score -187447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Entering Unmasked Estep 
Score: -1919042.750000 Penalty: 2385.709717
	Iteration 0F: 2 clusters Score -1919043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1908141.625000 Penalty: 4771.419434
	Iteration 0F: 3 clusters Score -1908142 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1911632.000000 Penalty: 4771.419434
	Iteration 1F: 3 clusters Score -1911632 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1911920.625000 Penalty: 4771.419434
	Iteration 2F: 3 clusters Score -1911921 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1912111.000000 Penalty: 4771.419434
	Iteration 3Q: 3 clusters Score -1912111 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1912243.625000 Penalty: 4771.419434
	Iteration 4Q: 3 clusters Score -1912244 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1912362.250000 Penalty: 4771.419434
	Iteration 5Q: 3 clusters Score -1912362 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1912465.500000 Penalty: 4771.419434
	Iteration 6Q: 3 clusters Score -1912466 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1912546.625000 Penalty: 4771.419434
	Iteration 7Q: 3 clusters Score -1912547 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1912620.625000 Penalty: 4771.419434
	Iteration 8Q: 3 clusters Score -1912621 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1912675.125000 Penalty: 4771.419434
	Iteration 9Q: 3 clusters Score -1912675 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1912739.000000 Penalty: 4771.419434
	Iteration 10Q: 3 clusters Score -1912739 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1912801.250000 Penalty: 4771.419434
	Iteration 11Q: 3 clusters Score -1912801 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1912898.500000 Penalty: 4771.419434
	Iteration 12Q: 3 clusters Score -1912898 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1913007.750000 Penalty: 4771.419434
	Iteration 13Q: 3 clusters Score -1913008 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1913153.000000 Penalty: 4771.419434
	Iteration 14Q: 3 clusters Score -1913153 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1913318.375000 Penalty: 4771.419434
	Iteration 15Q: 3 clusters Score -1913318 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1913543.500000 Penalty: 4771.419434
	Iteration 16Q: 3 clusters Score -1913544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1913826.250000 Penalty: 4771.419434
	Iteration 17Q: 3 clusters Score -1913826 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1914154.375000 Penalty: 4771.419434
	Iteration 18Q: 3 clusters Score -1914154 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1914518.875000 Penalty: 4771.419434
	Iteration 19Q: 3 clusters Score -1914519 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1914898.500000 Penalty: 4771.419434
	Iteration 20F: 3 clusters Score -1914898 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1915201.875000 Penalty: 4771.419434
	Iteration 21Q: 3 clusters Score -1915202 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1915410.500000 Penalty: 4771.419434
	Iteration 22Q: 3 clusters Score -1915410 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1915585.875000 Penalty: 4771.419434
	Iteration 23Q: 3 clusters Score -1915586 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1915716.750000 Penalty: 4771.419434
	Iteration 24Q: 3 clusters Score -1915717 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1915807.500000 Penalty: 4771.419434
	Iteration 25Q: 3 clusters Score -1915808 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1915884.250000 Penalty: 4771.419434
	Iteration 26Q: 3 clusters Score -1915884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1915940.000000 Penalty: 4771.419434
	Iteration 27Q: 3 clusters Score -1915940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1915998.250000 Penalty: 4771.419434
	Iteration 28Q: 3 clusters Score -1915998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1916052.250000 Penalty: 4771.419434
	Iteration 29Q: 3 clusters Score -1916052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1916105.250000 Penalty: 4771.419434
	Iteration 30Q: 3 clusters Score -1916105 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1916152.250000 Penalty: 4771.419434
	Iteration 31Q: 3 clusters Score -1916152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1916197.875000 Penalty: 4771.419434
	Iteration 32Q: 3 clusters Score -1916198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1916234.500000 Penalty: 4771.419434
	Iteration 33Q: 3 clusters Score -1916234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1916276.875000 Penalty: 4771.419434
	Iteration 34Q: 3 clusters Score -1916277 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1916293.250000 Penalty: 4771.419434
	Iteration 35Q: 3 clusters Score -1916293 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1916328.625000 Penalty: 4771.419434
	Iteration 36Q: 3 clusters Score -1916329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1916362.625000 Penalty: 4771.419434
	Iteration 37Q: 3 clusters Score -1916363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1916404.875000 Penalty: 4771.419434
	Iteration 38Q: 3 clusters Score -1916405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1916449.875000 Penalty: 4771.419434
	Iteration 39Q: 3 clusters Score -1916450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1916480.000000 Penalty: 4771.419434
	Iteration 40F: 3 clusters Score -1916480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1916507.000000 Penalty: 4771.419434
	Iteration 41Q: 3 clusters Score -1916507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1916525.125000 Penalty: 4771.419434
	Iteration 42Q: 3 clusters Score -1916525 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1916556.000000 Penalty: 4771.419434
	Iteration 43Q: 3 clusters Score -1916556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1916584.250000 Penalty: 4771.419434
	Iteration 44Q: 3 clusters Score -1916584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1916606.750000 Penalty: 4771.419434
	Iteration 45Q: 3 clusters Score -1916607 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1916631.625000 Penalty: 4771.419434
	Iteration 46Q: 3 clusters Score -1916632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1916653.750000 Penalty: 4771.419434
	Iteration 47Q: 3 clusters Score -1916654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1916677.000000 Penalty: 4771.419434
	Iteration 48Q: 3 clusters Score -1916677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1916703.500000 Penalty: 4771.419434
	Iteration 49Q: 3 clusters Score -1916704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1916732.125000 Penalty: 4771.419434
	Iteration 50Q: 3 clusters Score -1916732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1916759.500000 Penalty: 4771.419434
	Iteration 51Q: 3 clusters Score -1916760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1916785.875000 Penalty: 4771.419434
	Iteration 52Q: 3 clusters Score -1916786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1916800.375000 Penalty: 4771.419434
	Iteration 53Q: 3 clusters Score -1916800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1916819.750000 Penalty: 4771.419434
	Iteration 54Q: 3 clusters Score -1916820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1916829.875000 Penalty: 4771.419434
	Iteration 55Q: 3 clusters Score -1916830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1916843.625000 Penalty: 4771.419434
	Iteration 56Q: 3 clusters Score -1916844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1916846.000000 Penalty: 4771.419434
	Iteration 57Q: 3 clusters Score -1916846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1916851.375000 Penalty: 4771.419434
	Iteration 58Q: 3 clusters Score -1916851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1916860.000000 Penalty: 4771.419434
	Iteration 59Q: 3 clusters Score -1916860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1916860.375000 Penalty: 4771.419434
	Iteration 60F: 3 clusters Score -1916860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1916870.875000 Penalty: 4771.419434
	Iteration 61Q: 3 clusters Score -1916871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1916878.750000 Penalty: 4771.419434
	Iteration 62Q: 3 clusters Score -1916879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1916877.625000 Penalty: 4771.419434
	Iteration 63Q: 3 clusters Score -1916878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1916889.000000 Penalty: 4771.419434
	Iteration 64Q: 3 clusters Score -1916889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1916898.375000 Penalty: 4771.419434
	Iteration 65Q: 3 clusters Score -1916898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1916902.625000 Penalty: 4771.419434
	Iteration 66Q: 3 clusters Score -1916903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1916912.125000 Penalty: 4771.419434
	Iteration 67Q: 3 clusters Score -1916912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1916922.625000 Penalty: 4771.419434
	Iteration 68Q: 3 clusters Score -1916923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1916927.125000 Penalty: 4771.419434
	Iteration 69Q: 3 clusters Score -1916927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1916937.375000 Penalty: 4771.419434
	Iteration 70Q: 3 clusters Score -1916937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1916946.500000 Penalty: 4771.419434
	Iteration 71Q: 3 clusters Score -1916946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1916957.125000 Penalty: 4771.419434
	Iteration 72Q: 3 clusters Score -1916957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1916961.500000 Penalty: 4771.419434
	Iteration 73Q: 3 clusters Score -1916962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1916971.250000 Penalty: 4771.419434
	Iteration 74Q: 3 clusters Score -1916971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1916973.875000 Penalty: 4771.419434
	Iteration 75Q: 3 clusters Score -1916974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1916973.375000 Penalty: 4771.419434
	Iteration 76Q: 3 clusters Score -1916973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1916977.125000 Penalty: 4771.419434
	Iteration 77Q: 3 clusters Score -1916977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1916976.750000 Penalty: 4771.419434
	Iteration 78Q: 3 clusters Score -1916977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1916980.750000 Penalty: 4771.419434
	Iteration 79Q: 3 clusters Score -1916981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1916981.250000 Penalty: 4771.419434
	Iteration 80F: 3 clusters Score -1916981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1916985.000000 Penalty: 4771.419434
	Iteration 81Q: 3 clusters Score -1916985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1916986.750000 Penalty: 4771.419434
	Iteration 82Q: 3 clusters Score -1916987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1916986.000000 Penalty: 4771.419434
	Iteration 83Q: 3 clusters Score -1916986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1916985.875000 Penalty: 4771.419434
	Iteration 84Q: 3 clusters Score -1916986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1916989.250000 Penalty: 4771.419434
	Iteration 85Q: 3 clusters Score -1916989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1916990.625000 Penalty: 4771.419434
	Iteration 86Q: 3 clusters Score -1916991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1916991.625000 Penalty: 4771.419434
	Iteration 87Q: 3 clusters Score -1916992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1916993.250000 Penalty: 4771.419434
	Iteration 88Q: 3 clusters Score -1916993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1916988.000000 Penalty: 4771.419434
	Iteration 89Q: 3 clusters Score -1916988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1916991.875000 Penalty: 4771.419434
	Iteration 90Q: 3 clusters Score -1916992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1916992.625000 Penalty: 4771.419434
	Iteration 91Q: 3 clusters Score -1916993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1916999.375000 Penalty: 4771.419434
	Iteration 92Q: 3 clusters Score -1916999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1917000.750000 Penalty: 4771.419434
	Iteration 93Q: 3 clusters Score -1917001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1917005.250000 Penalty: 4771.419434
	Iteration 94Q: 3 clusters Score -1917005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1917012.750000 Penalty: 4771.419434
	Iteration 95Q: 3 clusters Score -1917013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1917014.625000 Penalty: 4771.419434
	Iteration 96Q: 3 clusters Score -1917015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1917016.125000 Penalty: 4771.419434
	Iteration 97Q: 3 clusters Score -1917016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1917018.625000 Penalty: 4771.419434
	Iteration 98Q: 3 clusters Score -1917019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1917020.500000 Penalty: 4771.419434
	Iteration 99Q: 3 clusters Score -1917020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1917023.375000 Penalty: 4771.419434
	Iteration 100F: 3 clusters Score -1917023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1917025.000000 Penalty: 4771.419434
	Iteration 101Q: 3 clusters Score -1917025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1917024.750000 Penalty: 4771.419434
	Iteration 102Q: 3 clusters Score -1917025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1917028.750000 Penalty: 4771.419434
	Iteration 103Q: 3 clusters Score -1917029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1917030.750000 Penalty: 4771.419434
	Iteration 104Q: 3 clusters Score -1917031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1917032.250000 Penalty: 4771.419434
	Iteration 105Q: 3 clusters Score -1917032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1917037.625000 Penalty: 4771.419434
	Iteration 106Q: 3 clusters Score -1917038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1917040.250000 Penalty: 4771.419434
	Iteration 107Q: 3 clusters Score -1917040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1917040.000000 Penalty: 4771.419434
	Iteration 108Q: 3 clusters Score -1917040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1917039.875000 Penalty: 4771.419434
	Iteration 109Q: 3 clusters Score -1917040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1917040.875000 Penalty: 4771.419434
	Iteration 110Q: 3 clusters Score -1917041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1917040.000000 Penalty: 4771.419434
	Iteration 111Q: 3 clusters Score -1917040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1917041.625000 Penalty: 4771.419434
	Iteration 112Q: 3 clusters Score -1917042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1917041.625000 Penalty: 4771.419434
	Iteration 113F: 3 clusters Score -1917042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -969696.875000 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -969696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -963581.687500 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -963581.7 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -965138.312500 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -965138.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -965373.187500 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -965373.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -965547.000000 Penalty: 4430.246582
	Iteration 3Q: 3 clusters Score -965547 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -965656.125000 Penalty: 4430.246582
	Iteration 4Q: 3 clusters Score -965656.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -965726.562500 Penalty: 4430.246582
	Iteration 5Q: 3 clusters Score -965726.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -965784.750000 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -965784.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -965832.625000 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -965832.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -965885.125000 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -965885.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -965939.437500 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -965939.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -966006.750000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -966006.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -966077.687500 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -966077.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -966164.500000 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -966164.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -966256.500000 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -966256.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -966372.187500 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -966372.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -966481.812500 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -966481.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -966603.562500 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -966603.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -966742.625000 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -966742.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -966894.812500 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -966894.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -967040.750000 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -967040.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -967167.062500 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -967167.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -967273.000000 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -967273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -967369.937500 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -967369.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -967459.187500 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -967459.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -967507.625000 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -967507.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -967546.062500 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -967546.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -967583.187500 Penalty: 4430.246582
	Iteration 26Q: 3 clusters Score -967583.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -967606.062500 Penalty: 4430.246582
	Iteration 27Q: 3 clusters Score -967606.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -967626.937500 Penalty: 4430.246582
	Iteration 28Q: 3 clusters Score -967626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -967640.000000 Penalty: 4430.246582
	Iteration 29Q: 3 clusters Score -967640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -967651.875000 Penalty: 4430.246582
	Iteration 30Q: 3 clusters Score -967651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -967666.000000 Penalty: 4430.246582
	Iteration 31Q: 3 clusters Score -967666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -967681.187500 Penalty: 4430.246582
	Iteration 32Q: 3 clusters Score -967681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -967691.062500 Penalty: 4430.246582
	Iteration 33Q: 3 clusters Score -967691.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -967701.000000 Penalty: 4430.246582
	Iteration 34Q: 3 clusters Score -967701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -967710.125000 Penalty: 4430.246582
	Iteration 35Q: 3 clusters Score -967710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -967715.125000 Penalty: 4430.246582
	Iteration 36Q: 3 clusters Score -967715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -967715.562500 Penalty: 4430.246582
	Iteration 37Q: 3 clusters Score -967715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -967717.687500 Penalty: 4430.246582
	Iteration 38Q: 3 clusters Score -967717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -967721.250000 Penalty: 4430.246582
	Iteration 39Q: 3 clusters Score -967721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -967728.187500 Penalty: 4430.246582
	Iteration 40F: 3 clusters Score -967728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -967730.875000 Penalty: 4430.246582
	Iteration 41Q: 3 clusters Score -967730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -967736.437500 Penalty: 4430.246582
	Iteration 42Q: 3 clusters Score -967736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -967742.500000 Penalty: 4430.246582
	Iteration 43Q: 3 clusters Score -967742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -967748.250000 Penalty: 4430.246582
	Iteration 44Q: 3 clusters Score -967748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -967751.625000 Penalty: 4430.246582
	Iteration 45Q: 3 clusters Score -967751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -967751.937500 Penalty: 4430.246582
	Iteration 46Q: 3 clusters Score -967751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -967752.687500 Penalty: 4430.246582
	Iteration 47Q: 3 clusters Score -967752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -967753.250000 Penalty: 4430.246582
	Iteration 48Q: 3 clusters Score -967753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -967754.812500 Penalty: 4430.246582
	Iteration 49Q: 3 clusters Score -967754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -967754.812500 Penalty: 4430.246582
	Iteration 50F: 3 clusters Score -967754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -51560.566406 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -51560.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50105.089844 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -50105.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50282.324219 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -50282.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50319.546875 Penalty: 3057.004150
	Iteration 2Q: 3 clusters Score -50319.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50345.359375 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -50345.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50356.101562 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -50356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50367.539062 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -50367.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50383.976562 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -50383.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50432.000000 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -50432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50457.308594 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -50457.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50468.667969 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -50468.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50480.761719 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -50480.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50491.777344 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -50491.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50503.277344 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -50503.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50505.035156 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -50505.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50505.035156 Penalty: 3057.004150
	Iteration 14F: 3 clusters Score -50505.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 160306 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 149209 members 
Mstep: Class 6 contains 79743 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13927 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167677 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150852 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15060 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794848.000000 Penalty: 81311.140625
Iteration 439Q: 25 clusters Score -1.057948e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 160231 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 149434 members 
Mstep: Class 6 contains 79599 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76455 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6808 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13932 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167651 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 150922 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15051 members 
Mstep: Class 23 contains 7565 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794800.000000 Penalty: 81311.140625
Iteration 440F: 25 clusters Score -1.057948e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 160135 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 149646 members 
Mstep: Class 6 contains 79459 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76419 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6804 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13932 members 
Mstep: Class 16 contains 8313 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167616 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151018 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 7569 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794952.000000 Penalty: 81311.140625
Iteration 441Q: 25 clusters Score -1.05795e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 160066 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 149821 members 
Mstep: Class 6 contains 79290 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6799 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13936 members 
Mstep: Class 16 contains 8311 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167615 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151122 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15040 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794992.000000 Penalty: 81311.140625
Iteration 442Q: 25 clusters Score -1.05795e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 160020 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 149982 members 
Mstep: Class 6 contains 79122 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76348 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13940 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167587 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151258 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794864.000000 Penalty: 81311.140625
Iteration 443Q: 25 clusters Score -1.057949e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 159988 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 150130 members 
Mstep: Class 6 contains 78962 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76293 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13944 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167582 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151362 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15036 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794856.000000 Penalty: 81311.140625
Iteration 444Q: 25 clusters Score -1.057949e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 159946 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 150270 members 
Mstep: Class 6 contains 78847 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76232 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167521 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151499 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15035 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794688.000000 Penalty: 81311.140625
Iteration 445Q: 25 clusters Score -1.057947e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 159905 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 150392 members 
Mstep: Class 6 contains 78743 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76173 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167454 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151639 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15043 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794712.000000 Penalty: 81311.140625
Iteration 446Q: 25 clusters Score -1.057947e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 159842 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 150515 members 
Mstep: Class 6 contains 78643 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76118 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6781 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13951 members 
Mstep: Class 16 contains 8298 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167407 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151773 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15045 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794864.000000 Penalty: 81311.140625
Iteration 447Q: 25 clusters Score -1.057949e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 159804 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 150618 members 
Mstep: Class 6 contains 78540 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76076 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167363 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 151905 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794936.000000 Penalty: 81311.140625
Iteration 448Q: 25 clusters Score -1.057949e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 159789 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 150696 members 
Mstep: Class 6 contains 78441 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 76030 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13951 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167332 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152014 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 15048 members 
Mstep: Class 23 contains 7569 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795192.000000 Penalty: 81311.140625
Iteration 449Q: 25 clusters Score -1.057952e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 159768 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 150779 members 
Mstep: Class 6 contains 78356 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75978 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13955 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167283 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152137 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15053 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795008.000000 Penalty: 81311.140625
Iteration 450Q: 25 clusters Score -1.05795e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 159711 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 150886 members 
Mstep: Class 6 contains 78271 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75933 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6753 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167238 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152280 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795096.000000 Penalty: 81311.140625
Iteration 451Q: 25 clusters Score -1.057951e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 159654 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 150957 members 
Mstep: Class 6 contains 78196 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75890 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13959 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167208 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152415 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794768.000000 Penalty: 81311.140625
Iteration 452Q: 25 clusters Score -1.057948e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 159642 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 151009 members 
Mstep: Class 6 contains 78113 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75841 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167171 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152552 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15044 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794632.000000 Penalty: 81311.140625
Iteration 453Q: 25 clusters Score -1.057946e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 159623 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 151060 members 
Mstep: Class 6 contains 78028 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75795 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167139 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152694 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794584.000000 Penalty: 81311.140625
Iteration 454Q: 25 clusters Score -1.057946e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 159628 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 151094 members 
Mstep: Class 6 contains 77981 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75730 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6739 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167075 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152830 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15032 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794632.000000 Penalty: 81311.140625
Iteration 455Q: 25 clusters Score -1.057946e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 159619 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 151138 members 
Mstep: Class 6 contains 77935 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75666 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 167022 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 152954 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 7575 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794528.000000 Penalty: 81311.140625
Iteration 456Q: 25 clusters Score -1.057945e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 159629 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 151164 members 
Mstep: Class 6 contains 77887 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75616 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13961 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166951 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153094 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15027 members 
Mstep: Class 23 contains 7576 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794648.000000 Penalty: 81311.140625
Iteration 457Q: 25 clusters Score -1.057946e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 159653 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 151175 members 
Mstep: Class 6 contains 77849 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75573 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166874 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153212 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 7581 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794728.000000 Penalty: 81311.140625
Iteration 458Q: 25 clusters Score -1.057947e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 159681 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 151180 members 
Mstep: Class 6 contains 77810 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75518 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6720 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153328 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 7582 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794840.000000 Penalty: 81311.140625
Iteration 459Q: 25 clusters Score -1.057948e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 159702 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 151206 members 
Mstep: Class 6 contains 77770 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75481 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166747 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153431 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15027 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794808.000000 Penalty: 81311.140625
Iteration 460F: 25 clusters Score -1.057948e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 159729 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 151217 members 
Mstep: Class 6 contains 77764 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166662 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153542 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15020 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794768.000000 Penalty: 81311.140625
Iteration 461Q: 25 clusters Score -1.057948e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 159778 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 151218 members 
Mstep: Class 6 contains 77739 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75401 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166623 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153583 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 15021 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794736.000000 Penalty: 81311.140625
Iteration 462Q: 25 clusters Score -1.057947e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 159842 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 151208 members 
Mstep: Class 6 contains 77705 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75383 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166564 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153645 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15025 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794656.000000 Penalty: 81311.140625
Iteration 463Q: 25 clusters Score -1.057947e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 159904 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 151186 members 
Mstep: Class 6 contains 77673 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75367 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166532 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153688 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 7587 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794672.000000 Penalty: 81311.140625
Iteration 464Q: 25 clusters Score -1.057947e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 159945 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 151191 members 
Mstep: Class 6 contains 77658 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75340 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13953 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166500 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153736 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15024 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794816.000000 Penalty: 81311.140625
Iteration 465Q: 25 clusters Score -1.057948e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 159979 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 151208 members 
Mstep: Class 6 contains 77647 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75317 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13943 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166455 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153791 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15021 members 
Mstep: Class 23 contains 7586 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794648.000000 Penalty: 81311.140625
Iteration 466Q: 25 clusters Score -1.057946e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 160009 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151224 members 
Mstep: Class 6 contains 77635 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75287 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13941 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166439 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153820 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15013 members 
Mstep: Class 23 contains 7587 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794656.000000 Penalty: 81311.140625
Iteration 467Q: 25 clusters Score -1.057947e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 160044 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151237 members 
Mstep: Class 6 contains 77645 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75252 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13941 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166402 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153849 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 23 contains 7581 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794720.000000 Penalty: 81311.140625
Iteration 468Q: 25 clusters Score -1.057947e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 160102 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151242 members 
Mstep: Class 6 contains 77644 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75220 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6642 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166365 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153845 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794904.000000 Penalty: 81311.140625
Iteration 469Q: 25 clusters Score -1.057949e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 160144 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151254 members 
Mstep: Class 6 contains 77634 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75179 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13948 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166367 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153851 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15017 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794880.000000 Penalty: 81311.140625
Iteration 470Q: 25 clusters Score -1.057949e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 160175 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151267 members 
Mstep: Class 6 contains 77634 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75142 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166367 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153864 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15018 members 
Mstep: Class 23 contains 7588 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794952.000000 Penalty: 81311.140625
Iteration 471Q: 25 clusters Score -1.05795e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 160217 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151266 members 
Mstep: Class 6 contains 77617 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75115 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6614 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166377 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153869 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15018 members 
Mstep: Class 23 contains 7587 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795072.000000 Penalty: 81311.140625
Iteration 472Q: 25 clusters Score -1.057951e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 160278 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151254 members 
Mstep: Class 6 contains 77589 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75101 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166384 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153872 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795040.000000 Penalty: 81311.140625
Iteration 473Q: 25 clusters Score -1.05795e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 160303 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151263 members 
Mstep: Class 6 contains 77559 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75079 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13944 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166405 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153874 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15015 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795008.000000 Penalty: 81311.140625
Iteration 474Q: 25 clusters Score -1.05795e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 160303 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151274 members 
Mstep: Class 6 contains 77530 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75045 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13948 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166424 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153898 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15017 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794816.000000 Penalty: 81311.140625
Iteration 475Q: 25 clusters Score -1.057948e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 160316 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151292 members 
Mstep: Class 6 contains 77505 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75019 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166424 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153930 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15018 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794880.000000 Penalty: 81311.140625
Iteration 476Q: 25 clusters Score -1.057949e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 160354 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 151288 members 
Mstep: Class 6 contains 77484 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 75003 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13944 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166411 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153959 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15014 members 
Mstep: Class 23 contains 7582 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794872.000000 Penalty: 81311.140625
Iteration 477Q: 25 clusters Score -1.057949e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 160383 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151293 members 
Mstep: Class 6 contains 77463 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74992 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6563 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13942 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166400 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153974 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794904.000000 Penalty: 81311.140625
Iteration 478Q: 25 clusters Score -1.057949e+08 nChanged 347
Entering ConstructFrom: 
Score: -105794904.000000 Penalty: 81311.140625
Entering ConstructFrom: 
Trying to split cluster 1 (12289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Entering Unmasked Estep 
Score: -1545037.625000 Penalty: 2335.281982
	Iteration 0F: 2 clusters Score -1545038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1536141.750000 Penalty: 4670.563965
	Iteration 0F: 3 clusters Score -1536142 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1539087.000000 Penalty: 4670.563965
	Iteration 1F: 3 clusters Score -1539087 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1539855.000000 Penalty: 4670.563965
	Iteration 2F: 3 clusters Score -1539855 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1540694.750000 Penalty: 4670.563965
	Iteration 3F: 3 clusters Score -1540695 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1541540.750000 Penalty: 4670.563965
	Iteration 4F: 3 clusters Score -1541541 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1542339.750000 Penalty: 4670.563965
	Iteration 5F: 3 clusters Score -1542340 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1543029.250000 Penalty: 4670.563965
	Iteration 6F: 3 clusters Score -1543029 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1543442.375000 Penalty: 4670.563965
	Iteration 7Q: 3 clusters Score -1543442 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1543648.500000 Penalty: 4670.563965
	Iteration 8Q: 3 clusters Score -1543648 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1543761.250000 Penalty: 4670.563965
	Iteration 9Q: 3 clusters Score -1543761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1543810.750000 Penalty: 4670.563965
	Iteration 10Q: 3 clusters Score -1543811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1543826.875000 Penalty: 4670.563965
	Iteration 11Q: 3 clusters Score -1543827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1543831.250000 Penalty: 4670.563965
	Iteration 12Q: 3 clusters Score -1543831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1543838.000000 Penalty: 4670.563965
	Iteration 13Q: 3 clusters Score -1543838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1543842.750000 Penalty: 4670.563965
	Iteration 14Q: 3 clusters Score -1543843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1543845.500000 Penalty: 4670.563965
	Iteration 15Q: 3 clusters Score -1543846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1543843.250000 Penalty: 4670.563965
	Iteration 16Q: 3 clusters Score -1543843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1543844.750000 Penalty: 4670.563965
	Iteration 17Q: 3 clusters Score -1543845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1543847.250000 Penalty: 4670.563965
	Iteration 18Q: 3 clusters Score -1543847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1543849.000000 Penalty: 4670.563965
	Iteration 19Q: 3 clusters Score -1543849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1543848.625000 Penalty: 4670.563965
	Iteration 20F: 3 clusters Score -1543849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1543847.500000 Penalty: 4670.563965
	Iteration 21Q: 3 clusters Score -1543848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1543849.250000 Penalty: 4670.563965
	Iteration 22Q: 3 clusters Score -1543849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1543849.250000 Penalty: 4670.563965
	Iteration 23Q: 3 clusters Score -1543849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1543851.375000 Penalty: 4670.563965
	Iteration 24Q: 3 clusters Score -1543851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1543852.125000 Penalty: 4670.563965
	Iteration 25Q: 3 clusters Score -1543852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1543853.875000 Penalty: 4670.563965
	Iteration 26Q: 3 clusters Score -1543854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1543853.875000 Penalty: 4670.563965
	Iteration 27F: 3 clusters Score -1543854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160411 members 
Entering Unmasked Estep 
Score: -20239058.000000 Penalty: 2972.402588
	Iteration 0F: 2 clusters Score -2.023906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -20134278.000000 Penalty: 5944.805176
	Iteration 0F: 3 clusters Score -2.013428e+07 nChanged 76950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -20178592.000000 Penalty: 5944.805176
	Iteration 1F: 3 clusters Score -2.017859e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -20179634.000000 Penalty: 5944.805176
	Iteration 2Q: 3 clusters Score -2.017963e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -20181052.000000 Penalty: 5944.805176
	Iteration 3Q: 3 clusters Score -2.018105e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -20183004.000000 Penalty: 5944.805176
	Iteration 4Q: 3 clusters Score -2.0183e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -20185864.000000 Penalty: 5944.805176
	Iteration 5Q: 3 clusters Score -2.018586e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 102845 members 
Entering Unmasked Estep 
Score: -20190312.000000 Penalty: 5944.805176
	Iteration 6F: 3 clusters Score -2.019031e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -20197792.000000 Penalty: 5944.805176
	Iteration 7F: 3 clusters Score -2.019779e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -20208302.000000 Penalty: 5944.805176
	Iteration 8F: 3 clusters Score -2.02083e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -20219954.000000 Penalty: 5944.805176
	Iteration 9F: 3 clusters Score -2.021995e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -20228824.000000 Penalty: 5944.805176
	Iteration 10F: 3 clusters Score -2.022882e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -20233564.000000 Penalty: 5944.805176
	Iteration 11Q: 3 clusters Score -2.023356e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 157208 members 
Entering Unmasked Estep 
Score: -20235406.000000 Penalty: 5944.805176
	Iteration 12Q: 3 clusters Score -2.023541e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -20236114.000000 Penalty: 5944.805176
	Iteration 13Q: 3 clusters Score -2.023611e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -20236424.000000 Penalty: 5944.805176
	Iteration 14Q: 3 clusters Score -2.023642e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -20236692.000000 Penalty: 5944.805176
	Iteration 15Q: 3 clusters Score -2.023669e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -20236812.000000 Penalty: 5944.805176
	Iteration 16Q: 3 clusters Score -2.023681e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -20236884.000000 Penalty: 5944.805176
	Iteration 17Q: 3 clusters Score -2.023688e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -20236928.000000 Penalty: 5944.805176
	Iteration 18Q: 3 clusters Score -2.023693e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 159468 members 
Entering Unmasked Estep 
Score: -20236948.000000 Penalty: 5944.805176
	Iteration 19Q: 3 clusters Score -2.023695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -20236958.000000 Penalty: 5944.805176
	Iteration 20F: 3 clusters Score -2.023696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -20236974.000000 Penalty: 5944.805176
	Iteration 21Q: 3 clusters Score -2.023697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -20236976.000000 Penalty: 5944.805176
	Iteration 22Q: 3 clusters Score -2.023698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 159494 members 
Entering Unmasked Estep 
Score: -20236980.000000 Penalty: 5944.805176
	Iteration 23Q: 3 clusters Score -2.023698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 159488 members 
Entering Unmasked Estep 
Score: -20236996.000000 Penalty: 5944.805176
	Iteration 24Q: 3 clusters Score -2.0237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -20237004.000000 Penalty: 5944.805176
	Iteration 25Q: 3 clusters Score -2.0237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -20237018.000000 Penalty: 5944.805176
	Iteration 26Q: 3 clusters Score -2.023702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 159480 members 
Entering Unmasked Estep 
Score: -20237018.000000 Penalty: 5944.805176
	Iteration 27Q: 3 clusters Score -2.023702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -20237030.000000 Penalty: 5944.805176
	Iteration 28Q: 3 clusters Score -2.023703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -20237024.000000 Penalty: 5944.805176
	Iteration 29Q: 3 clusters Score -2.023702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -20237038.000000 Penalty: 5944.805176
	Iteration 30Q: 3 clusters Score -2.023704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 159480 members 
Entering Unmasked Estep 
Score: -20237038.000000 Penalty: 5944.805176
	Iteration 31Q: 3 clusters Score -2.023704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -20237042.000000 Penalty: 5944.805176
	Iteration 32Q: 3 clusters Score -2.023704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 159484 members 
Entering Unmasked Estep 
Score: -20237042.000000 Penalty: 5944.805176
	Iteration 33Q: 3 clusters Score -2.023704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -20237030.000000 Penalty: 5944.805176
	Iteration 34Q: 3 clusters Score -2.023703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -20237032.000000 Penalty: 5944.805176
	Iteration 35Q: 3 clusters Score -2.023703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -20237026.000000 Penalty: 5944.805176
	Iteration 36Q: 3 clusters Score -2.023703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -20237034.000000 Penalty: 5944.805176
	Iteration 37Q: 3 clusters Score -2.023703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -20237032.000000 Penalty: 5944.805176
	Iteration 38Q: 3 clusters Score -2.023703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -20237036.000000 Penalty: 5944.805176
	Iteration 39Q: 3 clusters Score -2.023704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -20237034.000000 Penalty: 5944.805176
	Iteration 40F: 3 clusters Score -2.023703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -20237036.000000 Penalty: 5944.805176
	Iteration 41Q: 3 clusters Score -2.023704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -20237034.000000 Penalty: 5944.805176
	Iteration 42Q: 3 clusters Score -2.023703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -20237054.000000 Penalty: 5944.805176
	Iteration 43Q: 3 clusters Score -2.023705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 159474 members 
Entering Unmasked Estep 
Score: -20237052.000000 Penalty: 5944.805176
	Iteration 44Q: 3 clusters Score -2.023705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -20237056.000000 Penalty: 5944.805176
	Iteration 45Q: 3 clusters Score -2.023706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -20237054.000000 Penalty: 5944.805176
	Iteration 46Q: 3 clusters Score -2.023705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -20237054.000000 Penalty: 5944.805176
	Iteration 47F: 3 clusters Score -2.023705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -100207.750000 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -100207.8 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 420 members 
Entering Unmasked Estep 
Score: -98401.945312 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -98401.95 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98761.671875 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -98761.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98967.117188 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -98967.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99133.789062 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -99133.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99269.742188 Penalty: 3343.297607
	Iteration 4F: 3 clusters Score -99269.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99437.117188 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -99437.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -99616.242188 Penalty: 3343.297607
	Iteration 6F: 3 clusters Score -99616.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -99689.406250 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -99689.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99730.398438 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -99730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -99803.851562 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -99803.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -99858.703125 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -99858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -99868.601562 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -99868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -99868.601562 Penalty: 3343.297607
	Iteration 12F: 3 clusters Score -99868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -214310.296875 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -214310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -211841.093750 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -211841.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212261.265625 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -212261.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -212374.375000 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -212374.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212430.796875 Penalty: 3696.391602
	Iteration 3Q: 3 clusters Score -212430.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212470.453125 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -212470.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212490.343750 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -212490.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -212504.734375 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -212504.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -212513.984375 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -212514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212523.671875 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -212523.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -212533.546875 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -212533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212540.375000 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -212540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -212546.609375 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -212546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -212548.640625 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -212548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -212548.796875 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -212548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -212548.796875 Penalty: 3696.391602
	Iteration 14F: 3 clusters Score -212548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (151307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151307 members 
Entering Unmasked Estep 
Score: -19031450.000000 Penalty: 2957.912354
	Iteration 0F: 2 clusters Score -1.903145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -18931140.000000 Penalty: 5915.824707
	Iteration 0F: 3 clusters Score -1.893114e+07 nChanged 72393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -18973588.000000 Penalty: 5915.824707
	Iteration 1F: 3 clusters Score -1.897359e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -18975150.000000 Penalty: 5915.824707
	Iteration 2Q: 3 clusters Score -1.897515e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -18977284.000000 Penalty: 5915.824707
	Iteration 3Q: 3 clusters Score -1.897728e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -18980316.000000 Penalty: 5915.824707
	Iteration 4Q: 3 clusters Score -1.898032e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -18984098.000000 Penalty: 5915.824707
	Iteration 5F: 3 clusters Score -1.89841e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -18989070.000000 Penalty: 5915.824707
	Iteration 6F: 3 clusters Score -1.898907e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -18994514.000000 Penalty: 5915.824707
	Iteration 7F: 3 clusters Score -1.899451e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -19000396.000000 Penalty: 5915.824707
	Iteration 8F: 3 clusters Score -1.90004e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114629 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -19006776.000000 Penalty: 5915.824707
	Iteration 9F: 3 clusters Score -1.900678e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -19013404.000000 Penalty: 5915.824707
	Iteration 10F: 3 clusters Score -1.90134e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -19018922.000000 Penalty: 5915.824707
	Iteration 11Q: 3 clusters Score -1.901892e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135505 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -19022972.000000 Penalty: 5915.824707
	Iteration 12Q: 3 clusters Score -1.902297e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -19025756.000000 Penalty: 5915.824707
	Iteration 13Q: 3 clusters Score -1.902576e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -19027526.000000 Penalty: 5915.824707
	Iteration 14Q: 3 clusters Score -1.902753e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -19028570.000000 Penalty: 5915.824707
	Iteration 15Q: 3 clusters Score -1.902857e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -19029102.000000 Penalty: 5915.824707
	Iteration 16Q: 3 clusters Score -1.90291e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145136 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -19029284.000000 Penalty: 5915.824707
	Iteration 17Q: 3 clusters Score -1.902928e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -19029380.000000 Penalty: 5915.824707
	Iteration 18Q: 3 clusters Score -1.902938e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -19029480.000000 Penalty: 5915.824707
	Iteration 19Q: 3 clusters Score -1.902948e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -19029532.000000 Penalty: 5915.824707
	Iteration 20F: 3 clusters Score -1.902953e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -19029594.000000 Penalty: 5915.824707
	Iteration 21Q: 3 clusters Score -1.902959e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147149 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -19029644.000000 Penalty: 5915.824707
	Iteration 22Q: 3 clusters Score -1.902964e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -19029650.000000 Penalty: 5915.824707
	Iteration 23Q: 3 clusters Score -1.902965e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -19029722.000000 Penalty: 5915.824707
	Iteration 24Q: 3 clusters Score -1.902972e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -19029710.000000 Penalty: 5915.824707
	Iteration 25Q: 3 clusters Score -1.902971e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147828 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -19029670.000000 Penalty: 5915.824707
	Iteration 26Q: 3 clusters Score -1.902967e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147899 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -19029682.000000 Penalty: 5915.824707
	Iteration 27Q: 3 clusters Score -1.902968e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -19029690.000000 Penalty: 5915.824707
	Iteration 28Q: 3 clusters Score -1.902969e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19029684.000000 Penalty: 5915.824707
	Iteration 29Q: 3 clusters Score -1.902968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -19029700.000000 Penalty: 5915.824707
	Iteration 30Q: 3 clusters Score -1.90297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -19029686.000000 Penalty: 5915.824707
	Iteration 31Q: 3 clusters Score -1.902969e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -19029682.000000 Penalty: 5915.824707
	Iteration 32Q: 3 clusters Score -1.902968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148170 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -19029680.000000 Penalty: 5915.824707
	Iteration 33Q: 3 clusters Score -1.902968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -19029680.000000 Penalty: 5915.824707
	Iteration 34Q: 3 clusters Score -1.902968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -19029694.000000 Penalty: 5915.824707
	Iteration 35Q: 3 clusters Score -1.902969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -19029696.000000 Penalty: 5915.824707
	Iteration 36Q: 3 clusters Score -1.90297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148281 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19029704.000000 Penalty: 5915.824707
	Iteration 37Q: 3 clusters Score -1.90297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -19029706.000000 Penalty: 5915.824707
	Iteration 38Q: 3 clusters Score -1.902971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -19029698.000000 Penalty: 5915.824707
	Iteration 39Q: 3 clusters Score -1.90297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148324 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -19029702.000000 Penalty: 5915.824707
	Iteration 40F: 3 clusters Score -1.90297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -19029702.000000 Penalty: 5915.824707
	Iteration 41Q: 3 clusters Score -1.90297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -19029696.000000 Penalty: 5915.824707
	Iteration 42Q: 3 clusters Score -1.90297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148368 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -19029716.000000 Penalty: 5915.824707
	Iteration 43Q: 3 clusters Score -1.902972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148384 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -19029738.000000 Penalty: 5915.824707
	Iteration 44Q: 3 clusters Score -1.902974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148400 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -19029718.000000 Penalty: 5915.824707
	Iteration 45Q: 3 clusters Score -1.902972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -19029740.000000 Penalty: 5915.824707
	Iteration 46Q: 3 clusters Score -1.902974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -19029720.000000 Penalty: 5915.824707
	Iteration 47Q: 3 clusters Score -1.902972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -19029772.000000 Penalty: 5915.824707
	Iteration 48Q: 3 clusters Score -1.902977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19029772.000000 Penalty: 5915.824707
	Iteration 49Q: 3 clusters Score -1.902977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148500 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -19029758.000000 Penalty: 5915.824707
	Iteration 50Q: 3 clusters Score -1.902976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -19029744.000000 Penalty: 5915.824707
	Iteration 51Q: 3 clusters Score -1.902974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19029748.000000 Penalty: 5915.824707
	Iteration 52Q: 3 clusters Score -1.902975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -19029752.000000 Penalty: 5915.824707
	Iteration 53Q: 3 clusters Score -1.902975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148587 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -19029758.000000 Penalty: 5915.824707
	Iteration 54Q: 3 clusters Score -1.902976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -19029748.000000 Penalty: 5915.824707
	Iteration 55Q: 3 clusters Score -1.902975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148621 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19029762.000000 Penalty: 5915.824707
	Iteration 56Q: 3 clusters Score -1.902976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19029756.000000 Penalty: 5915.824707
	Iteration 57Q: 3 clusters Score -1.902976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19029762.000000 Penalty: 5915.824707
	Iteration 58Q: 3 clusters Score -1.902976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -19029740.000000 Penalty: 5915.824707
	Iteration 59Q: 3 clusters Score -1.902974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148655 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -19029760.000000 Penalty: 5915.824707
	Iteration 60F: 3 clusters Score -1.902976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19029786.000000 Penalty: 5915.824707
	Iteration 61Q: 3 clusters Score -1.902979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19029764.000000 Penalty: 5915.824707
	Iteration 62Q: 3 clusters Score -1.902976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148683 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19029756.000000 Penalty: 5915.824707
	Iteration 63Q: 3 clusters Score -1.902976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -19029772.000000 Penalty: 5915.824707
	Iteration 64Q: 3 clusters Score -1.902977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19029766.000000 Penalty: 5915.824707
	Iteration 65Q: 3 clusters Score -1.902977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -19029752.000000 Penalty: 5915.824707
	Iteration 66Q: 3 clusters Score -1.902975e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -19029810.000000 Penalty: 5915.824707
	Iteration 67Q: 3 clusters Score -1.902981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -19029836.000000 Penalty: 5915.824707
	Iteration 68Q: 3 clusters Score -1.902984e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19029874.000000 Penalty: 5915.824707
	Iteration 69Q: 3 clusters Score -1.902987e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148883 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -19029926.000000 Penalty: 5915.824707
	Iteration 70Q: 3 clusters Score -1.902993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148941 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -19030020.000000 Penalty: 5915.824707
	Iteration 71Q: 3 clusters Score -1.903002e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148998 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -19030212.000000 Penalty: 5915.824707
	Iteration 72Q: 3 clusters Score -1.903021e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19030420.000000 Penalty: 5915.824707
	Iteration 73Q: 3 clusters Score -1.903042e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19030526.000000 Penalty: 5915.824707
	Iteration 74Q: 3 clusters Score -1.903053e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148921 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -19030624.000000 Penalty: 5915.824707
	Iteration 75Q: 3 clusters Score -1.903062e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19030664.000000 Penalty: 5915.824707
	Iteration 76Q: 3 clusters Score -1.903066e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -19030738.000000 Penalty: 5915.824707
	Iteration 77Q: 3 clusters Score -1.903074e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148699 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19030778.000000 Penalty: 5915.824707
	Iteration 78Q: 3 clusters Score -1.903078e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -19030842.000000 Penalty: 5915.824707
	Iteration 79Q: 3 clusters Score -1.903084e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -19030832.000000 Penalty: 5915.824707
	Iteration 80F: 3 clusters Score -1.903083e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148517 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19030866.000000 Penalty: 5915.824707
	Iteration 81Q: 3 clusters Score -1.903087e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19030870.000000 Penalty: 5915.824707
	Iteration 82Q: 3 clusters Score -1.903087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -19030898.000000 Penalty: 5915.824707
	Iteration 83Q: 3 clusters Score -1.90309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -19030904.000000 Penalty: 5915.824707
	Iteration 84Q: 3 clusters Score -1.90309e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -19030912.000000 Penalty: 5915.824707
	Iteration 85Q: 3 clusters Score -1.903091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148338 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -19030928.000000 Penalty: 5915.824707
	Iteration 86Q: 3 clusters Score -1.903093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -19030966.000000 Penalty: 5915.824707
	Iteration 87Q: 3 clusters Score -1.903097e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -19030996.000000 Penalty: 5915.824707
	Iteration 88Q: 3 clusters Score -1.9031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -19031010.000000 Penalty: 5915.824707
	Iteration 89Q: 3 clusters Score -1.903101e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -19030994.000000 Penalty: 5915.824707
	Iteration 90Q: 3 clusters Score -1.903099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -19031000.000000 Penalty: 5915.824707
	Iteration 91Q: 3 clusters Score -1.9031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -19031008.000000 Penalty: 5915.824707
	Iteration 92Q: 3 clusters Score -1.903101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -19031016.000000 Penalty: 5915.824707
	Iteration 93Q: 3 clusters Score -1.903102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -19031000.000000 Penalty: 5915.824707
	Iteration 94Q: 3 clusters Score -1.9031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -19030974.000000 Penalty: 5915.824707
	Iteration 95Q: 3 clusters Score -1.903097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -19030970.000000 Penalty: 5915.824707
	Iteration 96Q: 3 clusters Score -1.903097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19031004.000000 Penalty: 5915.824707
	Iteration 97Q: 3 clusters Score -1.9031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19030998.000000 Penalty: 5915.824707
	Iteration 98Q: 3 clusters Score -1.9031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -19031000.000000 Penalty: 5915.824707
	Iteration 99Q: 3 clusters Score -1.9031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -19031002.000000 Penalty: 5915.824707
	Iteration 100F: 3 clusters Score -1.9031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -19030992.000000 Penalty: 5915.824707
	Iteration 101Q: 3 clusters Score -1.903099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147997 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19030992.000000 Penalty: 5915.824707
	Iteration 102Q: 3 clusters Score -1.903099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -19030988.000000 Penalty: 5915.824707
	Iteration 103Q: 3 clusters Score -1.903099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -19030994.000000 Penalty: 5915.824707
	Iteration 104Q: 3 clusters Score -1.903099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -19030984.000000 Penalty: 5915.824707
	Iteration 105Q: 3 clusters Score -1.903098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147974 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -19030988.000000 Penalty: 5915.824707
	Iteration 106Q: 3 clusters Score -1.903099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147971 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -19030976.000000 Penalty: 5915.824707
	Iteration 107Q: 3 clusters Score -1.903098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -19030982.000000 Penalty: 5915.824707
	Iteration 108Q: 3 clusters Score -1.903098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -19030982.000000 Penalty: 5915.824707
	Iteration 109Q: 3 clusters Score -1.903098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -19030994.000000 Penalty: 5915.824707
	Iteration 110Q: 3 clusters Score -1.903099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -19030994.000000 Penalty: 5915.824707
	Iteration 111Q: 3 clusters Score -1.903099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -19030988.000000 Penalty: 5915.824707
	Iteration 112Q: 3 clusters Score -1.903099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -19030988.000000 Penalty: 5915.824707
	Iteration 113F: 3 clusters Score -1.903099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Entering Unmasked Estep 
Score: -9722334.000000 Penalty: 2791.844971
	Iteration 0F: 2 clusters Score -9722334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -9670457.000000 Penalty: 5583.689941
	Iteration 0F: 3 clusters Score -9670457 nChanged 36267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -9690915.000000 Penalty: 5583.689941
	Iteration 1F: 3 clusters Score -9690915 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -9691393.000000 Penalty: 5583.689941
	Iteration 2Q: 3 clusters Score -9691393 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9691910.000000 Penalty: 5583.689941
	Iteration 3Q: 3 clusters Score -9691910 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -9692520.000000 Penalty: 5583.689941
	Iteration 4Q: 3 clusters Score -9692520 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -9693368.000000 Penalty: 5583.689941
	Iteration 5Q: 3 clusters Score -9693368 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -9694639.000000 Penalty: 5583.689941
	Iteration 6Q: 3 clusters Score -9694639 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -9696674.000000 Penalty: 5583.689941
	Iteration 7Q: 3 clusters Score -9696674 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -9699776.000000 Penalty: 5583.689941
	Iteration 8F: 3 clusters Score -9699776 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -9703854.000000 Penalty: 5583.689941
	Iteration 9F: 3 clusters Score -9703854 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -9708050.000000 Penalty: 5583.689941
	Iteration 10F: 3 clusters Score -9708050 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -9711382.000000 Penalty: 5583.689941
	Iteration 11Q: 3 clusters Score -9711382 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -9713561.000000 Penalty: 5583.689941
	Iteration 12Q: 3 clusters Score -9713561 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -9714892.000000 Penalty: 5583.689941
	Iteration 13Q: 3 clusters Score -9714892 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -9715670.000000 Penalty: 5583.689941
	Iteration 14Q: 3 clusters Score -9715670 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -9716165.000000 Penalty: 5583.689941
	Iteration 15Q: 3 clusters Score -9716165 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -9716512.000000 Penalty: 5583.689941
	Iteration 16Q: 3 clusters Score -9716512 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -9716745.000000 Penalty: 5583.689941
	Iteration 17Q: 3 clusters Score -9716745 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -9716926.000000 Penalty: 5583.689941
	Iteration 18Q: 3 clusters Score -9716926 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -9717126.000000 Penalty: 5583.689941
	Iteration 19Q: 3 clusters Score -9717126 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -9717303.000000 Penalty: 5583.689941
	Iteration 20F: 3 clusters Score -9717303 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -9717460.000000 Penalty: 5583.689941
	Iteration 21Q: 3 clusters Score -9717460 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9717633.000000 Penalty: 5583.689941
	Iteration 22Q: 3 clusters Score -9717633 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -9717779.000000 Penalty: 5583.689941
	Iteration 23Q: 3 clusters Score -9717779 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -9717906.000000 Penalty: 5583.689941
	Iteration 24Q: 3 clusters Score -9717906 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -9718015.000000 Penalty: 5583.689941
	Iteration 25Q: 3 clusters Score -9718015 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -9718124.000000 Penalty: 5583.689941
	Iteration 26Q: 3 clusters Score -9718124 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -9718223.000000 Penalty: 5583.689941
	Iteration 27Q: 3 clusters Score -9718223 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -9718291.000000 Penalty: 5583.689941
	Iteration 28Q: 3 clusters Score -9718291 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -9718417.000000 Penalty: 5583.689941
	Iteration 29Q: 3 clusters Score -9718417 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -9718555.000000 Penalty: 5583.689941
	Iteration 30Q: 3 clusters Score -9718555 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -9718661.000000 Penalty: 5583.689941
	Iteration 31Q: 3 clusters Score -9718661 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9718763.000000 Penalty: 5583.689941
	Iteration 32Q: 3 clusters Score -9718763 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9718892.000000 Penalty: 5583.689941
	Iteration 33Q: 3 clusters Score -9718892 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9719015.000000 Penalty: 5583.689941
	Iteration 34Q: 3 clusters Score -9719015 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9719107.000000 Penalty: 5583.689941
	Iteration 35Q: 3 clusters Score -9719107 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -9719203.000000 Penalty: 5583.689941
	Iteration 36Q: 3 clusters Score -9719203 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -9719288.000000 Penalty: 5583.689941
	Iteration 37Q: 3 clusters Score -9719288 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9719375.000000 Penalty: 5583.689941
	Iteration 38Q: 3 clusters Score -9719375 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9719432.000000 Penalty: 5583.689941
	Iteration 39Q: 3 clusters Score -9719432 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9719493.000000 Penalty: 5583.689941
	Iteration 40F: 3 clusters Score -9719493 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9719572.000000 Penalty: 5583.689941
	Iteration 41Q: 3 clusters Score -9719572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9719624.000000 Penalty: 5583.689941
	Iteration 42Q: 3 clusters Score -9719624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9719640.000000 Penalty: 5583.689941
	Iteration 43Q: 3 clusters Score -9719640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9719673.000000 Penalty: 5583.689941
	Iteration 44Q: 3 clusters Score -9719673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9719713.000000 Penalty: 5583.689941
	Iteration 45Q: 3 clusters Score -9719713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9719741.000000 Penalty: 5583.689941
	Iteration 46Q: 3 clusters Score -9719741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9719753.000000 Penalty: 5583.689941
	Iteration 47Q: 3 clusters Score -9719753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9719767.000000 Penalty: 5583.689941
	Iteration 48Q: 3 clusters Score -9719767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9719782.000000 Penalty: 5583.689941
	Iteration 49Q: 3 clusters Score -9719782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9719805.000000 Penalty: 5583.689941
	Iteration 50Q: 3 clusters Score -9719805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9719810.000000 Penalty: 5583.689941
	Iteration 51Q: 3 clusters Score -9719810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9719824.000000 Penalty: 5583.689941
	Iteration 52Q: 3 clusters Score -9719824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9719845.000000 Penalty: 5583.689941
	Iteration 53Q: 3 clusters Score -9719845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9719857.000000 Penalty: 5583.689941
	Iteration 54Q: 3 clusters Score -9719857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9719865.000000 Penalty: 5583.689941
	Iteration 55Q: 3 clusters Score -9719865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9719871.000000 Penalty: 5583.689941
	Iteration 56Q: 3 clusters Score -9719871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9719859.000000 Penalty: 5583.689941
	Iteration 57Q: 3 clusters Score -9719859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9719883.000000 Penalty: 5583.689941
	Iteration 58Q: 3 clusters Score -9719883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9719903.000000 Penalty: 5583.689941
	Iteration 59Q: 3 clusters Score -9719903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9719913.000000 Penalty: 5583.689941
	Iteration 60F: 3 clusters Score -9719913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9719918.000000 Penalty: 5583.689941
	Iteration 61Q: 3 clusters Score -9719918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9719937.000000 Penalty: 5583.689941
	Iteration 62Q: 3 clusters Score -9719937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9719957.000000 Penalty: 5583.689941
	Iteration 63Q: 3 clusters Score -9719957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9719963.000000 Penalty: 5583.689941
	Iteration 64Q: 3 clusters Score -9719963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9719964.000000 Penalty: 5583.689941
	Iteration 65Q: 3 clusters Score -9719964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9719964.000000 Penalty: 5583.689941
	Iteration 66Q: 3 clusters Score -9719964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9719981.000000 Penalty: 5583.689941
	Iteration 67Q: 3 clusters Score -9719981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9719976.000000 Penalty: 5583.689941
	Iteration 68Q: 3 clusters Score -9719976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9719982.000000 Penalty: 5583.689941
	Iteration 69Q: 3 clusters Score -9719982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9719988.000000 Penalty: 5583.689941
	Iteration 70Q: 3 clusters Score -9719988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9720001.000000 Penalty: 5583.689941
	Iteration 71Q: 3 clusters Score -9720001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9719997.000000 Penalty: 5583.689941
	Iteration 72Q: 3 clusters Score -9719997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9720008.000000 Penalty: 5583.689941
	Iteration 73Q: 3 clusters Score -9720008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9720012.000000 Penalty: 5583.689941
	Iteration 74Q: 3 clusters Score -9720012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9720032.000000 Penalty: 5583.689941
	Iteration 75Q: 3 clusters Score -9720032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9720031.000000 Penalty: 5583.689941
	Iteration 76Q: 3 clusters Score -9720031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9720029.000000 Penalty: 5583.689941
	Iteration 77Q: 3 clusters Score -9720029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9720034.000000 Penalty: 5583.689941
	Iteration 78Q: 3 clusters Score -9720034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9720034.000000 Penalty: 5583.689941
	Iteration 79Q: 3 clusters Score -9720034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9720037.000000 Penalty: 5583.689941
	Iteration 80F: 3 clusters Score -9720037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9720035.000000 Penalty: 5583.689941
	Iteration 81Q: 3 clusters Score -9720035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9720041.000000 Penalty: 5583.689941
	Iteration 82Q: 3 clusters Score -9720041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9720048.000000 Penalty: 5583.689941
	Iteration 83Q: 3 clusters Score -9720048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9720051.000000 Penalty: 5583.689941
	Iteration 84Q: 3 clusters Score -9720051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9720049.000000 Penalty: 5583.689941
	Iteration 85Q: 3 clusters Score -9720049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9720039.000000 Penalty: 5583.689941
	Iteration 86Q: 3 clusters Score -9720039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9720042.000000 Penalty: 5583.689941
	Iteration 87Q: 3 clusters Score -9720042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9720040.000000 Penalty: 5583.689941
	Iteration 88Q: 3 clusters Score -9720040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9720048.000000 Penalty: 5583.689941
	Iteration 89Q: 3 clusters Score -9720048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9720058.000000 Penalty: 5583.689941
	Iteration 90Q: 3 clusters Score -9720058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9720063.000000 Penalty: 5583.689941
	Iteration 91Q: 3 clusters Score -9720063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9720048.000000 Penalty: 5583.689941
	Iteration 92Q: 3 clusters Score -9720048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9720061.000000 Penalty: 5583.689941
	Iteration 93Q: 3 clusters Score -9720061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9720070.000000 Penalty: 5583.689941
	Iteration 94Q: 3 clusters Score -9720070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9720068.000000 Penalty: 5583.689941
	Iteration 95Q: 3 clusters Score -9720068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9720076.000000 Penalty: 5583.689941
	Iteration 96Q: 3 clusters Score -9720076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9720077.000000 Penalty: 5583.689941
	Iteration 97Q: 3 clusters Score -9720077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9720079.000000 Penalty: 5583.689941
	Iteration 98Q: 3 clusters Score -9720079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9720076.000000 Penalty: 5583.689941
	Iteration 99Q: 3 clusters Score -9720076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9720074.000000 Penalty: 5583.689941
	Iteration 100F: 3 clusters Score -9720074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9720079.000000 Penalty: 5583.689941
	Iteration 101Q: 3 clusters Score -9720079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9720081.000000 Penalty: 5583.689941
	Iteration 102Q: 3 clusters Score -9720081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9720083.000000 Penalty: 5583.689941
	Iteration 103Q: 3 clusters Score -9720083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9720080.000000 Penalty: 5583.689941
	Iteration 104Q: 3 clusters Score -9720080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9720081.000000 Penalty: 5583.689941
	Iteration 105Q: 3 clusters Score -9720081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9720079.000000 Penalty: 5583.689941
	Iteration 106Q: 3 clusters Score -9720079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9720080.000000 Penalty: 5583.689941
	Iteration 107Q: 3 clusters Score -9720080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9720080.000000 Penalty: 5583.689941
	Iteration 108F: 3 clusters Score -9720080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -73750.445312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -73750.45 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 322 members 
Entering Unmasked Estep 
Score: -72121.546875 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -72121.55 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72303.039062 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -72303.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72374.320312 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -72374.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72415.304688 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -72415.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72443.421875 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -72443.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72457.617188 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -72457.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72466.515625 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -72466.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72472.281250 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -72472.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72475.367188 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -72475.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72476.195312 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -72476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72477.054688 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -72477.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72480.531250 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -72480.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72481.250000 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -72481.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72481.250000 Penalty: 3180.261963
	Iteration 13F: 3 clusters Score -72481.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Entering Unmasked Estep 
Score: -9142326.000000 Penalty: 2783.764404
	Iteration 0F: 2 clusters Score -9142326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -9092400.000000 Penalty: 5567.528809
	Iteration 0F: 3 clusters Score -9092400 nChanged 34843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -9111707.000000 Penalty: 5567.528809
	Iteration 1F: 3 clusters Score -9111707 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -9112045.000000 Penalty: 5567.528809
	Iteration 2Q: 3 clusters Score -9112045 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -9112360.000000 Penalty: 5567.528809
	Iteration 3Q: 3 clusters Score -9112360 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -9112727.000000 Penalty: 5567.528809
	Iteration 4Q: 3 clusters Score -9112727 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -9113129.000000 Penalty: 5567.528809
	Iteration 5Q: 3 clusters Score -9113129 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -9113499.000000 Penalty: 5567.528809
	Iteration 6Q: 3 clusters Score -9113499 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9114001.000000 Penalty: 5567.528809
	Iteration 7Q: 3 clusters Score -9114001 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -9114891.000000 Penalty: 5567.528809
	Iteration 8Q: 3 clusters Score -9114891 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -9116394.000000 Penalty: 5567.528809
	Iteration 9Q: 3 clusters Score -9116394 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -9118873.000000 Penalty: 5567.528809
	Iteration 10F: 3 clusters Score -9118873 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -9123148.000000 Penalty: 5567.528809
	Iteration 11F: 3 clusters Score -9123148 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -9129082.000000 Penalty: 5567.528809
	Iteration 12F: 3 clusters Score -9129082 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -9134677.000000 Penalty: 5567.528809
	Iteration 13F: 3 clusters Score -9134677 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -9138006.000000 Penalty: 5567.528809
	Iteration 14Q: 3 clusters Score -9138006 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -9139239.000000 Penalty: 5567.528809
	Iteration 15Q: 3 clusters Score -9139239 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -9139585.000000 Penalty: 5567.528809
	Iteration 16Q: 3 clusters Score -9139585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -9139692.000000 Penalty: 5567.528809
	Iteration 17Q: 3 clusters Score -9139692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -9139749.000000 Penalty: 5567.528809
	Iteration 18Q: 3 clusters Score -9139749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -9139796.000000 Penalty: 5567.528809
	Iteration 19Q: 3 clusters Score -9139796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9139827.000000 Penalty: 5567.528809
	Iteration 20F: 3 clusters Score -9139827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9139848.000000 Penalty: 5567.528809
	Iteration 21Q: 3 clusters Score -9139848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -9139850.000000 Penalty: 5567.528809
	Iteration 22Q: 3 clusters Score -9139850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -9139853.000000 Penalty: 5567.528809
	Iteration 23Q: 3 clusters Score -9139853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -9139861.000000 Penalty: 5567.528809
	Iteration 24Q: 3 clusters Score -9139861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -9139862.000000 Penalty: 5567.528809
	Iteration 25Q: 3 clusters Score -9139862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -9139869.000000 Penalty: 5567.528809
	Iteration 26Q: 3 clusters Score -9139869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -9139869.000000 Penalty: 5567.528809
	Iteration 27F: 3 clusters Score -9139869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18460.783203 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18460.78 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 90 members 
Entering Unmasked Estep 
Score: -17398.382812 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17398.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17498.126953 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17498.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17510.462891 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17510.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17510.462891 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -17510.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -133905.015625 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -133905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131919.718750 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -131919.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132390.093750 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -132390.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132716.187500 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -132716.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133035.453125 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -133035.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133187.078125 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -133187.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133282.921875 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -133282.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133360.406250 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -133360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133405.437500 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -133405.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133442.281250 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -133442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133477.718750 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -133477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -133489.546875 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -133489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -133491.609375 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -133491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133492.390625 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -133492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133492.390625 Penalty: 3492.974121
	Iteration 13F: 3 clusters Score -133492.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85999.554688 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -85999.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84253.164062 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84253.16 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84582.046875 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -84582.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84769.515625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -84769.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84931.585938 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -84931.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85033.000000 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -85033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85124.164062 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -85124.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85174.976562 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85174.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85221.828125 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85221.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85275.234375 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85275.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85309.460938 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85309.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85327.257812 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85327.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85341.945312 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85341.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85351.343750 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -85351.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85370.000000 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -85370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85389.515625 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -85389.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85399.890625 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -85399.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85408.953125 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -85408.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85412.445312 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -85412.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85413.351562 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -85413.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85415.390625 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -85415.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85415.750000 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -85415.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85418.781250 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -85418.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85418.781250 Penalty: 3299.179688
	Iteration 22F: 3 clusters Score -85418.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -780765.750000 Penalty: 2179.608887
	Iteration 0F: 2 clusters Score -780765.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -775294.187500 Penalty: 4359.217773
	Iteration 0F: 3 clusters Score -775294.2 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -776822.812500 Penalty: 4359.217773
	Iteration 1F: 3 clusters Score -776822.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -777260.125000 Penalty: 4359.217773
	Iteration 2F: 3 clusters Score -777260.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -777643.625000 Penalty: 4359.217773
	Iteration 3F: 3 clusters Score -777643.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -777974.875000 Penalty: 4359.217773
	Iteration 4F: 3 clusters Score -777974.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -778268.625000 Penalty: 4359.217773
	Iteration 5F: 3 clusters Score -778268.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -778514.750000 Penalty: 4359.217773
	Iteration 6F: 3 clusters Score -778514.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -778726.625000 Penalty: 4359.217773
	Iteration 7Q: 3 clusters Score -778726.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -778920.625000 Penalty: 4359.217773
	Iteration 8Q: 3 clusters Score -778920.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -779039.937500 Penalty: 4359.217773
	Iteration 9Q: 3 clusters Score -779039.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -779106.812500 Penalty: 4359.217773
	Iteration 10Q: 3 clusters Score -779106.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -779151.937500 Penalty: 4359.217773
	Iteration 11Q: 3 clusters Score -779151.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -779186.875000 Penalty: 4359.217773
	Iteration 12Q: 3 clusters Score -779186.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -779213.437500 Penalty: 4359.217773
	Iteration 13Q: 3 clusters Score -779213.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -779236.187500 Penalty: 4359.217773
	Iteration 14Q: 3 clusters Score -779236.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -779254.250000 Penalty: 4359.217773
	Iteration 15Q: 3 clusters Score -779254.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -779264.750000 Penalty: 4359.217773
	Iteration 16Q: 3 clusters Score -779264.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -779271.750000 Penalty: 4359.217773
	Iteration 17Q: 3 clusters Score -779271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -779275.187500 Penalty: 4359.217773
	Iteration 18Q: 3 clusters Score -779275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -779280.312500 Penalty: 4359.217773
	Iteration 19Q: 3 clusters Score -779280.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -779287.125000 Penalty: 4359.217773
	Iteration 20F: 3 clusters Score -779287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -779287.750000 Penalty: 4359.217773
	Iteration 21Q: 3 clusters Score -779287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -779289.125000 Penalty: 4359.217773
	Iteration 22Q: 3 clusters Score -779289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -779292.250000 Penalty: 4359.217773
	Iteration 23Q: 3 clusters Score -779292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -779294.562500 Penalty: 4359.217773
	Iteration 24Q: 3 clusters Score -779294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -779301.187500 Penalty: 4359.217773
	Iteration 25Q: 3 clusters Score -779301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -779304.000000 Penalty: 4359.217773
	Iteration 26Q: 3 clusters Score -779304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -779306.375000 Penalty: 4359.217773
	Iteration 27Q: 3 clusters Score -779306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -779313.312500 Penalty: 4359.217773
	Iteration 28Q: 3 clusters Score -779313.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -779320.625000 Penalty: 4359.217773
	Iteration 29Q: 3 clusters Score -779320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -779337.000000 Penalty: 4359.217773
	Iteration 30Q: 3 clusters Score -779337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -779349.875000 Penalty: 4359.217773
	Iteration 31Q: 3 clusters Score -779349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -779355.000000 Penalty: 4359.217773
	Iteration 32Q: 3 clusters Score -779355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -779361.312500 Penalty: 4359.217773
	Iteration 33Q: 3 clusters Score -779361.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -779369.875000 Penalty: 4359.217773
	Iteration 34Q: 3 clusters Score -779369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -779373.187500 Penalty: 4359.217773
	Iteration 35Q: 3 clusters Score -779373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -779378.125000 Penalty: 4359.217773
	Iteration 36Q: 3 clusters Score -779378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -779381.375000 Penalty: 4359.217773
	Iteration 37Q: 3 clusters Score -779381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -779382.000000 Penalty: 4359.217773
	Iteration 38Q: 3 clusters Score -779382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -779385.312500 Penalty: 4359.217773
	Iteration 39Q: 3 clusters Score -779385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -779387.750000 Penalty: 4359.217773
	Iteration 40F: 3 clusters Score -779387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -779387.250000 Penalty: 4359.217773
	Iteration 41Q: 3 clusters Score -779387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -779393.062500 Penalty: 4359.217773
	Iteration 42Q: 3 clusters Score -779393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -779395.875000 Penalty: 4359.217773
	Iteration 43Q: 3 clusters Score -779395.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -779401.812500 Penalty: 4359.217773
	Iteration 44Q: 3 clusters Score -779401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -779405.625000 Penalty: 4359.217773
	Iteration 45Q: 3 clusters Score -779405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -779410.875000 Penalty: 4359.217773
	Iteration 46Q: 3 clusters Score -779410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -779413.312500 Penalty: 4359.217773
	Iteration 47Q: 3 clusters Score -779413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -779424.312500 Penalty: 4359.217773
	Iteration 48Q: 3 clusters Score -779424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -779431.500000 Penalty: 4359.217773
	Iteration 49Q: 3 clusters Score -779431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -779444.687500 Penalty: 4359.217773
	Iteration 50Q: 3 clusters Score -779444.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -779457.250000 Penalty: 4359.217773
	Iteration 51Q: 3 clusters Score -779457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -779469.125000 Penalty: 4359.217773
	Iteration 52Q: 3 clusters Score -779469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -779474.875000 Penalty: 4359.217773
	Iteration 53Q: 3 clusters Score -779474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -779476.750000 Penalty: 4359.217773
	Iteration 54Q: 3 clusters Score -779476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -779480.500000 Penalty: 4359.217773
	Iteration 55Q: 3 clusters Score -779480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -779483.125000 Penalty: 4359.217773
	Iteration 56Q: 3 clusters Score -779483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -779487.000000 Penalty: 4359.217773
	Iteration 57Q: 3 clusters Score -779487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -779491.437500 Penalty: 4359.217773
	Iteration 58Q: 3 clusters Score -779491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -779494.875000 Penalty: 4359.217773
	Iteration 59Q: 3 clusters Score -779494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -779497.125000 Penalty: 4359.217773
	Iteration 60F: 3 clusters Score -779497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -779497.375000 Penalty: 4359.217773
	Iteration 61Q: 3 clusters Score -779497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -779498.187500 Penalty: 4359.217773
	Iteration 62Q: 3 clusters Score -779498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -779498.187500 Penalty: 4359.217773
	Iteration 63F: 3 clusters Score -779498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -26106.029297 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26106.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24861.501953 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -24861.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24969.806641 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -24969.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24978.660156 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -24978.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24982.517578 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -24982.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24984.115234 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -24984.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24984.115234 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -24984.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -48518.843750 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -48518.84 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 219 members 
Entering Unmasked Estep 
Score: -47036.089844 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -47036.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47178.593750 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -47178.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47232.058594 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -47232.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47247.886719 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -47247.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47256.328125 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -47256.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47272.496094 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -47272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47281.988281 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -47281.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47291.445312 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -47291.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47303.640625 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -47303.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47309.636719 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -47309.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47309.636719 Penalty: 3004.165039
	Iteration 10F: 3 clusters Score -47309.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Entering Unmasked Estep 
Score: -1779063.000000 Penalty: 2366.526611
	Iteration 0F: 2 clusters Score -1779063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1768856.875000 Penalty: 4733.053223
	Iteration 0F: 3 clusters Score -1768857 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1772063.625000 Penalty: 4733.053223
	Iteration 1F: 3 clusters Score -1772064 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1772449.500000 Penalty: 4733.053223
	Iteration 2F: 3 clusters Score -1772450 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1772747.875000 Penalty: 4733.053223
	Iteration 3F: 3 clusters Score -1772748 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1772995.875000 Penalty: 4733.053223
	Iteration 4Q: 3 clusters Score -1772996 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1773248.000000 Penalty: 4733.053223
	Iteration 5Q: 3 clusters Score -1773248 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1773542.375000 Penalty: 4733.053223
	Iteration 6Q: 3 clusters Score -1773542 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1773876.000000 Penalty: 4733.053223
	Iteration 7Q: 3 clusters Score -1773876 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1774224.500000 Penalty: 4733.053223
	Iteration 8Q: 3 clusters Score -1774224 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1774640.875000 Penalty: 4733.053223
	Iteration 9Q: 3 clusters Score -1774641 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1775133.500000 Penalty: 4733.053223
	Iteration 10Q: 3 clusters Score -1775134 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1775634.250000 Penalty: 4733.053223
	Iteration 11Q: 3 clusters Score -1775634 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1776053.875000 Penalty: 4733.053223
	Iteration 12Q: 3 clusters Score -1776054 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1776392.875000 Penalty: 4733.053223
	Iteration 13Q: 3 clusters Score -1776393 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1776624.625000 Penalty: 4733.053223
	Iteration 14Q: 3 clusters Score -1776625 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1776748.250000 Penalty: 4733.053223
	Iteration 15Q: 3 clusters Score -1776748 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1776831.875000 Penalty: 4733.053223
	Iteration 16Q: 3 clusters Score -1776832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1776884.125000 Penalty: 4733.053223
	Iteration 17Q: 3 clusters Score -1776884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1776931.375000 Penalty: 4733.053223
	Iteration 18Q: 3 clusters Score -1776931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1776959.000000 Penalty: 4733.053223
	Iteration 19Q: 3 clusters Score -1776959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1776980.125000 Penalty: 4733.053223
	Iteration 20F: 3 clusters Score -1776980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1777002.500000 Penalty: 4733.053223
	Iteration 21Q: 3 clusters Score -1777002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1777016.000000 Penalty: 4733.053223
	Iteration 22Q: 3 clusters Score -1777016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1777033.625000 Penalty: 4733.053223
	Iteration 23Q: 3 clusters Score -1777034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1777042.875000 Penalty: 4733.053223
	Iteration 24Q: 3 clusters Score -1777043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1777048.500000 Penalty: 4733.053223
	Iteration 25Q: 3 clusters Score -1777048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1777054.000000 Penalty: 4733.053223
	Iteration 26Q: 3 clusters Score -1777054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1777062.375000 Penalty: 4733.053223
	Iteration 27Q: 3 clusters Score -1777062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1777070.625000 Penalty: 4733.053223
	Iteration 28Q: 3 clusters Score -1777071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1777077.500000 Penalty: 4733.053223
	Iteration 29Q: 3 clusters Score -1777078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1777085.250000 Penalty: 4733.053223
	Iteration 30Q: 3 clusters Score -1777085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1777089.750000 Penalty: 4733.053223
	Iteration 31Q: 3 clusters Score -1777090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1777103.500000 Penalty: 4733.053223
	Iteration 32Q: 3 clusters Score -1777104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1777114.375000 Penalty: 4733.053223
	Iteration 33Q: 3 clusters Score -1777114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1777116.875000 Penalty: 4733.053223
	Iteration 34Q: 3 clusters Score -1777117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1777125.875000 Penalty: 4733.053223
	Iteration 35Q: 3 clusters Score -1777126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1777131.375000 Penalty: 4733.053223
	Iteration 36Q: 3 clusters Score -1777131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1777135.500000 Penalty: 4733.053223
	Iteration 37Q: 3 clusters Score -1777136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1777141.750000 Penalty: 4733.053223
	Iteration 38Q: 3 clusters Score -1777142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1777144.625000 Penalty: 4733.053223
	Iteration 39Q: 3 clusters Score -1777145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1777151.250000 Penalty: 4733.053223
	Iteration 40F: 3 clusters Score -1777151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1777150.875000 Penalty: 4733.053223
	Iteration 41Q: 3 clusters Score -1777151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1777152.250000 Penalty: 4733.053223
	Iteration 42Q: 3 clusters Score -1777152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1777157.125000 Penalty: 4733.053223
	Iteration 43Q: 3 clusters Score -1777157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1777159.250000 Penalty: 4733.053223
	Iteration 44Q: 3 clusters Score -1777159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1777160.250000 Penalty: 4733.053223
	Iteration 45Q: 3 clusters Score -1777160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1777163.625000 Penalty: 4733.053223
	Iteration 46Q: 3 clusters Score -1777164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1777162.375000 Penalty: 4733.053223
	Iteration 47Q: 3 clusters Score -1777162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1777163.375000 Penalty: 4733.053223
	Iteration 48Q: 3 clusters Score -1777163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1777162.250000 Penalty: 4733.053223
	Iteration 49Q: 3 clusters Score -1777162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1777160.375000 Penalty: 4733.053223
	Iteration 50Q: 3 clusters Score -1777160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1777164.875000 Penalty: 4733.053223
	Iteration 51Q: 3 clusters Score -1777165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1777161.250000 Penalty: 4733.053223
	Iteration 52Q: 3 clusters Score -1777161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1777163.000000 Penalty: 4733.053223
	Iteration 53Q: 3 clusters Score -1777163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1777165.000000 Penalty: 4733.053223
	Iteration 54Q: 3 clusters Score -1777165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1777163.125000 Penalty: 4733.053223
	Iteration 55Q: 3 clusters Score -1777163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1777163.125000 Penalty: 4733.053223
	Iteration 56F: 3 clusters Score -1777163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -1065726.125000 Penalty: 2239.295654
	Iteration 0F: 2 clusters Score -1065726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1059038.250000 Penalty: 4478.591309
	Iteration 0F: 3 clusters Score -1059038 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1060756.375000 Penalty: 4478.591309
	Iteration 1F: 3 clusters Score -1060756 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1061015.750000 Penalty: 4478.591309
	Iteration 2F: 3 clusters Score -1061016 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1061208.500000 Penalty: 4478.591309
	Iteration 3Q: 3 clusters Score -1061208 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1061386.000000 Penalty: 4478.591309
	Iteration 4Q: 3 clusters Score -1061386 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1062744 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1062794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1062834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1062928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1062955 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1062978 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1063006 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1063025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1063045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1063064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1063083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1063099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1063115.000000 Penalty: 4478.591309
	Iteration 33Q: 3 clusters Score -1063115 nChanged 41
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Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1063123 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1063136.375000 Penalty: 4478.591309
	Iteration 35Q: 3 clusters Score -1063136 nChanged 43
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Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1063145.250000 Penalty: 4478.591309
	Iteration 36Q: 3 clusters Score -1063145 nChanged 34
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1063156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1063171.250000 Penalty: 4478.591309
	Iteration 38Q: 3 clusters Score -1063171 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1063177 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1063186.000000 Penalty: 4478.591309
	Iteration 40F: 3 clusters Score -1063186 nChanged 38
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Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1063195.500000 Penalty: 4478.591309
	Iteration 41Q: 3 clusters Score -1063196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1063203.750000 Penalty: 4478.591309
	Iteration 42Q: 3 clusters Score -1063204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1063218.250000 Penalty: 4478.591309
	Iteration 43Q: 3 clusters Score -1063218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1063229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1063243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1063251.500000 Penalty: 4478.591309
	Iteration 46Q: 3 clusters Score -1063252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1063259.125000 Penalty: 4478.591309
	Iteration 47Q: 3 clusters Score -1063259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1063267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1063277.250000 Penalty: 4478.591309
	Iteration 49Q: 3 clusters Score -1063277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1063285.625000 Penalty: 4478.591309
	Iteration 50Q: 3 clusters Score -1063286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1063298 nChanged 39
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Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1063310 nChanged 32
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Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1063325.625000 Penalty: 4478.591309
	Iteration 53Q: 3 clusters Score -1063326 nChanged 36
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Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1063341.625000 Penalty: 4478.591309
	Iteration 54Q: 3 clusters Score -1063342 nChanged 44
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Mstep: Class 1 contains 6547 members 
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Entering Unmasked Estep 
Score: -1063361.375000 Penalty: 4478.591309
	Iteration 55Q: 3 clusters Score -1063361 nChanged 50
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Mstep: Class 1 contains 6595 members 
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	Iteration 56Q: 3 clusters Score -1063376 nChanged 46
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Mstep: Class 1 contains 6633 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1063392 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1063406.750000 Penalty: 4478.591309
	Iteration 58Q: 3 clusters Score -1063407 nChanged 37
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Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1063421.500000 Penalty: 4478.591309
	Iteration 59Q: 3 clusters Score -1063422 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6744 members 
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Entering Unmasked Estep 
Score: -1063433.625000 Penalty: 4478.591309
	Iteration 60F: 3 clusters Score -1063434 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1063448.375000 Penalty: 4478.591309
	Iteration 61Q: 3 clusters Score -1063448 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1063462.875000 Penalty: 4478.591309
	Iteration 62Q: 3 clusters Score -1063463 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1063482.625000 Penalty: 4478.591309
	Iteration 63Q: 3 clusters Score -1063483 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1063496.250000 Penalty: 4478.591309
	Iteration 64Q: 3 clusters Score -1063496 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1063509.375000 Penalty: 4478.591309
	Iteration 65Q: 3 clusters Score -1063509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1063525.125000 Penalty: 4478.591309
	Iteration 66Q: 3 clusters Score -1063525 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1063540.625000 Penalty: 4478.591309
	Iteration 67Q: 3 clusters Score -1063541 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1063554 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1063563.625000 Penalty: 4478.591309
	Iteration 69Q: 3 clusters Score -1063564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1063571.750000 Penalty: 4478.591309
	Iteration 70Q: 3 clusters Score -1063572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1063576.875000 Penalty: 4478.591309
	Iteration 71Q: 3 clusters Score -1063577 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1063581.625000 Penalty: 4478.591309
	Iteration 72Q: 3 clusters Score -1063582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1063583.875000 Penalty: 4478.591309
	Iteration 73Q: 3 clusters Score -1063584 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1063592.000000 Penalty: 4478.591309
	Iteration 74Q: 3 clusters Score -1063592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1205 members 
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	Iteration 75Q: 3 clusters Score -1063595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1063599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1063605.625000 Penalty: 4478.591309
	Iteration 77Q: 3 clusters Score -1063606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1063611.625000 Penalty: 4478.591309
	Iteration 78Q: 3 clusters Score -1063612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1063612.625000 Penalty: 4478.591309
	Iteration 79Q: 3 clusters Score -1063613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1063617.125000 Penalty: 4478.591309
	Iteration 80F: 3 clusters Score -1063617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1063628.250000 Penalty: 4478.591309
	Iteration 81Q: 3 clusters Score -1063628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1063634.750000 Penalty: 4478.591309
	Iteration 82Q: 3 clusters Score -1063635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1063640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1063648.500000 Penalty: 4478.591309
	Iteration 84Q: 3 clusters Score -1063648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1063659.250000 Penalty: 4478.591309
	Iteration 85Q: 3 clusters Score -1063659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1063669.250000 Penalty: 4478.591309
	Iteration 86Q: 3 clusters Score -1063669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1063679.375000 Penalty: 4478.591309
	Iteration 87Q: 3 clusters Score -1063679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1063688.000000 Penalty: 4478.591309
	Iteration 88Q: 3 clusters Score -1063688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1063693.625000 Penalty: 4478.591309
	Iteration 89Q: 3 clusters Score -1063694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1063704.000000 Penalty: 4478.591309
	Iteration 90Q: 3 clusters Score -1063704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1063709.750000 Penalty: 4478.591309
	Iteration 91Q: 3 clusters Score -1063710 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1063713.375000 Penalty: 4478.591309
	Iteration 92Q: 3 clusters Score -1063713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1063717.500000 Penalty: 4478.591309
	Iteration 93Q: 3 clusters Score -1063718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1063721.500000 Penalty: 4478.591309
	Iteration 94Q: 3 clusters Score -1063722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1063724.375000 Penalty: 4478.591309
	Iteration 95Q: 3 clusters Score -1063724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1063723.625000 Penalty: 4478.591309
	Iteration 96Q: 3 clusters Score -1063724 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1063725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1063729.875000 Penalty: 4478.591309
	Iteration 98Q: 3 clusters Score -1063730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1063731.375000 Penalty: 4478.591309
	Iteration 99Q: 3 clusters Score -1063731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1063734.000000 Penalty: 4478.591309
	Iteration 100F: 3 clusters Score -1063734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1063734.875000 Penalty: 4478.591309
	Iteration 101Q: 3 clusters Score -1063735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1063735.750000 Penalty: 4478.591309
	Iteration 102Q: 3 clusters Score -1063736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1063736.625000 Penalty: 4478.591309
	Iteration 103Q: 3 clusters Score -1063737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1063736.750000 Penalty: 4478.591309
	Iteration 104Q: 3 clusters Score -1063737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1063739.500000 Penalty: 4478.591309
	Iteration 105Q: 3 clusters Score -1063740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1063739.500000 Penalty: 4478.591309
	Iteration 106F: 3 clusters Score -1063740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -33928.878906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -33928.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32653.650391 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -32653.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32774.191406 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -32774.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32789.917969 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -32789.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32798.703125 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32803.960938 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32803.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32805.230469 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32805.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32805.230469 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -32805.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166385 members 
Entering Unmasked Estep 
Score: -20950682.000000 Penalty: 2981.470703
	Iteration 0F: 2 clusters Score -2.095068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -20841760.000000 Penalty: 5962.941406
	Iteration 0F: 3 clusters Score -2.084176e+07 nChanged 79540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -20887926.000000 Penalty: 5962.941406
	Iteration 1F: 3 clusters Score -2.088793e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -20888490.000000 Penalty: 5962.941406
	Iteration 2Q: 3 clusters Score -2.088849e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -20889128.000000 Penalty: 5962.941406
	Iteration 3Q: 3 clusters Score -2.088913e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -20890010.000000 Penalty: 5962.941406
	Iteration 4Q: 3 clusters Score -2.089001e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -20890776.000000 Penalty: 5962.941406
	Iteration 5Q: 3 clusters Score -2.089078e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -20891904.000000 Penalty: 5962.941406
	Iteration 6Q: 3 clusters Score -2.08919e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -20893446.000000 Penalty: 5962.941406
	Iteration 7Q: 3 clusters Score -2.089345e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -20895338.000000 Penalty: 5962.941406
	Iteration 8Q: 3 clusters Score -2.089534e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -20898472.000000 Penalty: 5962.941406
	Iteration 9Q: 3 clusters Score -2.089847e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -20903898.000000 Penalty: 5962.941406
	Iteration 10F: 3 clusters Score -2.09039e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116676 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -20912156.000000 Penalty: 5962.941406
	Iteration 11F: 3 clusters Score -2.091216e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -20921746.000000 Penalty: 5962.941406
	Iteration 12F: 3 clusters Score -2.092175e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -20930080.000000 Penalty: 5962.941406
	Iteration 13F: 3 clusters Score -2.093008e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139745 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -20935704.000000 Penalty: 5962.941406
	Iteration 14Q: 3 clusters Score -2.09357e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143535 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -20939230.000000 Penalty: 5962.941406
	Iteration 15Q: 3 clusters Score -2.093923e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -20941394.000000 Penalty: 5962.941406
	Iteration 16Q: 3 clusters Score -2.094139e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -20942988.000000 Penalty: 5962.941406
	Iteration 17Q: 3 clusters Score -2.094299e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -20944090.000000 Penalty: 5962.941406
	Iteration 18Q: 3 clusters Score -2.094409e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -20944938.000000 Penalty: 5962.941406
	Iteration 19Q: 3 clusters Score -2.094494e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -20945626.000000 Penalty: 5962.941406
	Iteration 20F: 3 clusters Score -2.094563e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -20946124.000000 Penalty: 5962.941406
	Iteration 21Q: 3 clusters Score -2.094612e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157586 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -20946556.000000 Penalty: 5962.941406
	Iteration 22Q: 3 clusters Score -2.094656e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -20946962.000000 Penalty: 5962.941406
	Iteration 23Q: 3 clusters Score -2.094696e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -20947208.000000 Penalty: 5962.941406
	Iteration 24Q: 3 clusters Score -2.094721e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -20947560.000000 Penalty: 5962.941406
	Iteration 25Q: 3 clusters Score -2.094756e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -20947712.000000 Penalty: 5962.941406
	Iteration 26Q: 3 clusters Score -2.094771e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -20947768.000000 Penalty: 5962.941406
	Iteration 27Q: 3 clusters Score -2.094777e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -20947890.000000 Penalty: 5962.941406
	Iteration 28Q: 3 clusters Score -2.094789e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20947920.000000 Penalty: 5962.941406
	Iteration 29Q: 3 clusters Score -2.094792e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -20947970.000000 Penalty: 5962.941406
	Iteration 30Q: 3 clusters Score -2.094797e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -20948052.000000 Penalty: 5962.941406
	Iteration 31Q: 3 clusters Score -2.094805e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -20948028.000000 Penalty: 5962.941406
	Iteration 32Q: 3 clusters Score -2.094803e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20948106.000000 Penalty: 5962.941406
	Iteration 33Q: 3 clusters Score -2.094811e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164370 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -20948200.000000 Penalty: 5962.941406
	Iteration 34Q: 3 clusters Score -2.09482e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -20948212.000000 Penalty: 5962.941406
	Iteration 35Q: 3 clusters Score -2.094821e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164630 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20948286.000000 Penalty: 5962.941406
	Iteration 36Q: 3 clusters Score -2.094829e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164730 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20948304.000000 Penalty: 5962.941406
	Iteration 37Q: 3 clusters Score -2.09483e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -20948298.000000 Penalty: 5962.941406
	Iteration 38Q: 3 clusters Score -2.09483e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20948298.000000 Penalty: 5962.941406
	Iteration 39Q: 3 clusters Score -2.09483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20948296.000000 Penalty: 5962.941406
	Iteration 40F: 3 clusters Score -2.09483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20948312.000000 Penalty: 5962.941406
	Iteration 41Q: 3 clusters Score -2.094831e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20948306.000000 Penalty: 5962.941406
	Iteration 42Q: 3 clusters Score -2.094831e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20948308.000000 Penalty: 5962.941406
	Iteration 43Q: 3 clusters Score -2.094831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20948358.000000 Penalty: 5962.941406
	Iteration 44Q: 3 clusters Score -2.094836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20948346.000000 Penalty: 5962.941406
	Iteration 45Q: 3 clusters Score -2.094835e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165176 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20948342.000000 Penalty: 5962.941406
	Iteration 46Q: 3 clusters Score -2.094834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165202 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -20948364.000000 Penalty: 5962.941406
	Iteration 47Q: 3 clusters Score -2.094836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165227 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20948362.000000 Penalty: 5962.941406
	Iteration 48Q: 3 clusters Score -2.094836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165252 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20948368.000000 Penalty: 5962.941406
	Iteration 49Q: 3 clusters Score -2.094837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -20948384.000000 Penalty: 5962.941406
	Iteration 50Q: 3 clusters Score -2.094838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20948368.000000 Penalty: 5962.941406
	Iteration 51Q: 3 clusters Score -2.094837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20948390.000000 Penalty: 5962.941406
	Iteration 52Q: 3 clusters Score -2.094839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20948384.000000 Penalty: 5962.941406
	Iteration 53Q: 3 clusters Score -2.094838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -20948398.000000 Penalty: 5962.941406
	Iteration 54Q: 3 clusters Score -2.09484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20948404.000000 Penalty: 5962.941406
	Iteration 55Q: 3 clusters Score -2.09484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20948388.000000 Penalty: 5962.941406
	Iteration 56Q: 3 clusters Score -2.094839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165343 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20948390.000000 Penalty: 5962.941406
	Iteration 57Q: 3 clusters Score -2.094839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20948378.000000 Penalty: 5962.941406
	Iteration 58Q: 3 clusters Score -2.094838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165347 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20948374.000000 Penalty: 5962.941406
	Iteration 59Q: 3 clusters Score -2.094837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20948384.000000 Penalty: 5962.941406
	Iteration 60F: 3 clusters Score -2.094838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20948388.000000 Penalty: 5962.941406
	Iteration 61Q: 3 clusters Score -2.094839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -20948390.000000 Penalty: 5962.941406
	Iteration 62Q: 3 clusters Score -2.094839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20948386.000000 Penalty: 5962.941406
	Iteration 63Q: 3 clusters Score -2.094839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20948378.000000 Penalty: 5962.941406
	Iteration 64Q: 3 clusters Score -2.094838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20948388.000000 Penalty: 5962.941406
	Iteration 65Q: 3 clusters Score -2.094839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165358 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20948384.000000 Penalty: 5962.941406
	Iteration 66Q: 3 clusters Score -2.094838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165359 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20948386.000000 Penalty: 5962.941406
	Iteration 67Q: 3 clusters Score -2.094839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20948376.000000 Penalty: 5962.941406
	Iteration 68Q: 3 clusters Score -2.094838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -20948384.000000 Penalty: 5962.941406
	Iteration 69Q: 3 clusters Score -2.094838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20948388.000000 Penalty: 5962.941406
	Iteration 70Q: 3 clusters Score -2.094839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20948408.000000 Penalty: 5962.941406
	Iteration 71Q: 3 clusters Score -2.094841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20948402.000000 Penalty: 5962.941406
	Iteration 72Q: 3 clusters Score -2.09484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20948408.000000 Penalty: 5962.941406
	Iteration 73Q: 3 clusters Score -2.094841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165367 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20948402.000000 Penalty: 5962.941406
	Iteration 74Q: 3 clusters Score -2.09484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20948392.000000 Penalty: 5962.941406
	Iteration 75Q: 3 clusters Score -2.094839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20948394.000000 Penalty: 5962.941406
	Iteration 76Q: 3 clusters Score -2.094839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165370 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20948404.000000 Penalty: 5962.941406
	Iteration 77Q: 3 clusters Score -2.09484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20948402.000000 Penalty: 5962.941406
	Iteration 78Q: 3 clusters Score -2.09484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20948402.000000 Penalty: 5962.941406
	Iteration 79F: 3 clusters Score -2.09484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -28834.787109 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -28834.79 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 149 members 
Entering Unmasked Estep 
Score: -27607.992188 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -27607.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27938.468750 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -27938.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28115.347656 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -28115.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28261.972656 Penalty: 2822.418457
	Iteration 3F: 3 clusters Score -28261.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28386.107422 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -28386.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28487.541016 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -28487.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28517.867188 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -28517.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28543.929688 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -28543.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -28589.451172 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -28589.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -28872.929688 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -28872.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28933.541016 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -28933.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28994.824219 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -28994.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28994.824219 Penalty: 2822.418457
	Iteration 12F: 3 clusters Score -28994.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 160411 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151307 members 
Mstep: Class 6 contains 77454 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74971 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13939 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166385 members 
Mstep: Class 19 contains 223 members 
Mstep: Class 20 contains 153985 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15013 members 
Mstep: Class 23 contains 7582 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 73 members 
Entering Unmasked Estep 
Score: -105793016.000000 Penalty: 84699.109375
Splitting cluster 19 changes total score from -105794904.000000 to -105793016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (153985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153985 members 
Entering Unmasked Estep 
Score: -19441518.000000 Penalty: 2962.263428
	Iteration 0F: 2 clusters Score -1.944152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -19339240.000000 Penalty: 5924.526855
	Iteration 0F: 3 clusters Score -1.933924e+07 nChanged 73547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -19381786.000000 Penalty: 5924.526855
	Iteration 1F: 3 clusters Score -1.938179e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -19383276.000000 Penalty: 5924.526855
	Iteration 2Q: 3 clusters Score -1.938328e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -19385372.000000 Penalty: 5924.526855
	Iteration 3Q: 3 clusters Score -1.938537e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -19388852.000000 Penalty: 5924.526855
	Iteration 4Q: 3 clusters Score -1.938885e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -19395028.000000 Penalty: 5924.526855
	Iteration 5F: 3 clusters Score -1.939503e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -19404892.000000 Penalty: 5924.526855
	Iteration 6F: 3 clusters Score -1.940489e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -19417766.000000 Penalty: 5924.526855
	Iteration 7F: 3 clusters Score -1.941777e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -19429482.000000 Penalty: 5924.526855
	Iteration 8F: 3 clusters Score -1.942948e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -19435816.000000 Penalty: 5924.526855
	Iteration 9Q: 3 clusters Score -1.943582e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19437914.000000 Penalty: 5924.526855
	Iteration 10Q: 3 clusters Score -1.943791e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19438558.000000 Penalty: 5924.526855
	Iteration 11Q: 3 clusters Score -1.943856e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19438758.000000 Penalty: 5924.526855
	Iteration 12Q: 3 clusters Score -1.943876e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19438816.000000 Penalty: 5924.526855
	Iteration 13Q: 3 clusters Score -1.943882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19438846.000000 Penalty: 5924.526855
	Iteration 14Q: 3 clusters Score -1.943885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19438860.000000 Penalty: 5924.526855
	Iteration 15Q: 3 clusters Score -1.943886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19438864.000000 Penalty: 5924.526855
	Iteration 16Q: 3 clusters Score -1.943886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19438868.000000 Penalty: 5924.526855
	Iteration 17Q: 3 clusters Score -1.943887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153778 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19438876.000000 Penalty: 5924.526855
	Iteration 18Q: 3 clusters Score -1.943888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19438884.000000 Penalty: 5924.526855
	Iteration 19Q: 3 clusters Score -1.943888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153778 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19438878.000000 Penalty: 5924.526855
	Iteration 20F: 3 clusters Score -1.943888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -188303.531250 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -188303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186068.718750 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -186068.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186768.078125 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -186768.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187078.484375 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -187078.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187247.656250 Penalty: 3671.615967
	Iteration 3F: 3 clusters Score -187247.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187372.843750 Penalty: 3671.615967
	Iteration 4Q: 3 clusters Score -187372.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187461.484375 Penalty: 3671.615967
	Iteration 5Q: 3 clusters Score -187461.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -187545.906250 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -187545.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -187605.625000 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -187605.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -187637.906250 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -187637.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -187658.812500 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -187658.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187681.921875 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -187681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187709.156250 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -187709.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -187734.859375 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -187734.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -187756.265625 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -187756.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -187780.140625 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -187780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -187794.468750 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -187794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -187806.312500 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -187806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -187810.531250 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -187810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -187811.687500 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -187811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -187811.937500 Penalty: 3671.615967
	Iteration 19F: 3 clusters Score -187811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -187814.234375 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -187814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -187821.312500 Penalty: 3671.615967
	Iteration 21Q: 3 clusters Score -187821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -187825.359375 Penalty: 3671.615967
	Iteration 22Q: 3 clusters Score -187825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -187826.328125 Penalty: 3671.615967
	Iteration 23Q: 3 clusters Score -187826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -187826.328125 Penalty: 3671.615967
	Iteration 24F: 3 clusters Score -187826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Entering Unmasked Estep 
Score: -1913166.375000 Penalty: 2384.934570
	Iteration 0F: 2 clusters Score -1913166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1902357.000000 Penalty: 4769.869141
	Iteration 0F: 3 clusters Score -1902357 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1905741.875000 Penalty: 4769.869141
	Iteration 1F: 3 clusters Score -1905742 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1906130.250000 Penalty: 4769.869141
	Iteration 2F: 3 clusters Score -1906130 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1906420.000000 Penalty: 4769.869141
	Iteration 3Q: 3 clusters Score -1906420 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1906671.000000 Penalty: 4769.869141
	Iteration 4Q: 3 clusters Score -1906671 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1906901.750000 Penalty: 4769.869141
	Iteration 5Q: 3 clusters Score -1906902 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1907177.875000 Penalty: 4769.869141
	Iteration 6Q: 3 clusters Score -1907178 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1907477.000000 Penalty: 4769.869141
	Iteration 7Q: 3 clusters Score -1907477 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1907860.625000 Penalty: 4769.869141
	Iteration 8Q: 3 clusters Score -1907861 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1908355.375000 Penalty: 4769.869141
	Iteration 9Q: 3 clusters Score -1908355 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1908907.250000 Penalty: 4769.869141
	Iteration 10Q: 3 clusters Score -1908907 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1909464.000000 Penalty: 4769.869141
	Iteration 11Q: 3 clusters Score -1909464 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1909957.500000 Penalty: 4769.869141
	Iteration 12Q: 3 clusters Score -1909958 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1910296.500000 Penalty: 4769.869141
	Iteration 13Q: 3 clusters Score -1910296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1910556.375000 Penalty: 4769.869141
	Iteration 14Q: 3 clusters Score -1910556 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1910737.375000 Penalty: 4769.869141
	Iteration 15Q: 3 clusters Score -1910737 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1910838.250000 Penalty: 4769.869141
	Iteration 16Q: 3 clusters Score -1910838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1910913.750000 Penalty: 4769.869141
	Iteration 17Q: 3 clusters Score -1910914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1910952.875000 Penalty: 4769.869141
	Iteration 18Q: 3 clusters Score -1910953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1910980.125000 Penalty: 4769.869141
	Iteration 19Q: 3 clusters Score -1910980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1911004.500000 Penalty: 4769.869141
	Iteration 20F: 3 clusters Score -1911004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1911012.250000 Penalty: 4769.869141
	Iteration 21Q: 3 clusters Score -1911012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1911023.875000 Penalty: 4769.869141
	Iteration 22Q: 3 clusters Score -1911024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1911033.625000 Penalty: 4769.869141
	Iteration 23Q: 3 clusters Score -1911034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1911041.000000 Penalty: 4769.869141
	Iteration 24Q: 3 clusters Score -1911041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1911043.625000 Penalty: 4769.869141
	Iteration 25Q: 3 clusters Score -1911044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1911045.375000 Penalty: 4769.869141
	Iteration 26Q: 3 clusters Score -1911045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1911050.125000 Penalty: 4769.869141
	Iteration 27Q: 3 clusters Score -1911050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1911057.000000 Penalty: 4769.869141
	Iteration 28Q: 3 clusters Score -1911057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1911056.375000 Penalty: 4769.869141
	Iteration 29Q: 3 clusters Score -1911056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1911059.500000 Penalty: 4769.869141
	Iteration 30Q: 3 clusters Score -1911060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1911059.500000 Penalty: 4769.869141
	Iteration 31F: 3 clusters Score -1911060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -971293.562500 Penalty: 2215.516113
	Iteration 0F: 2 clusters Score -971293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -965137.875000 Penalty: 4431.032227
	Iteration 0F: 3 clusters Score -965137.9 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -966805.312500 Penalty: 4431.032227
	Iteration 1F: 3 clusters Score -966805.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -967094.625000 Penalty: 4431.032227
	Iteration 2F: 3 clusters Score -967094.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -967306.312500 Penalty: 4431.032227
	Iteration 3F: 3 clusters Score -967306.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -967451.625000 Penalty: 4431.032227
	Iteration 4Q: 3 clusters Score -967451.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -967569.687500 Penalty: 4431.032227
	Iteration 5Q: 3 clusters Score -967569.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -967685.437500 Penalty: 4431.032227
	Iteration 6Q: 3 clusters Score -967685.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -967799.812500 Penalty: 4431.032227
	Iteration 7Q: 3 clusters Score -967799.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -967902.562500 Penalty: 4431.032227
	Iteration 8Q: 3 clusters Score -967902.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -968017.375000 Penalty: 4431.032227
	Iteration 9Q: 3 clusters Score -968017.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -968156.437500 Penalty: 4431.032227
	Iteration 10Q: 3 clusters Score -968156.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -968299.687500 Penalty: 4431.032227
	Iteration 11Q: 3 clusters Score -968299.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -968442.500000 Penalty: 4431.032227
	Iteration 12Q: 3 clusters Score -968442.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -968592.500000 Penalty: 4431.032227
	Iteration 13Q: 3 clusters Score -968592.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -968745.000000 Penalty: 4431.032227
	Iteration 14Q: 3 clusters Score -968745 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -968903.562500 Penalty: 4431.032227
	Iteration 15Q: 3 clusters Score -968903.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -969025.625000 Penalty: 4431.032227
	Iteration 16Q: 3 clusters Score -969025.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -969114.437500 Penalty: 4431.032227
	Iteration 17Q: 3 clusters Score -969114.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -969188.312500 Penalty: 4431.032227
	Iteration 18Q: 3 clusters Score -969188.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -969228.000000 Penalty: 4431.032227
	Iteration 19Q: 3 clusters Score -969228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -969255.812500 Penalty: 4431.032227
	Iteration 20F: 3 clusters Score -969255.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -969281.437500 Penalty: 4431.032227
	Iteration 21Q: 3 clusters Score -969281.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -969301.000000 Penalty: 4431.032227
	Iteration 22Q: 3 clusters Score -969301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -969313.312500 Penalty: 4431.032227
	Iteration 23Q: 3 clusters Score -969313.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -969321.062500 Penalty: 4431.032227
	Iteration 24Q: 3 clusters Score -969321.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -969326.750000 Penalty: 4431.032227
	Iteration 25Q: 3 clusters Score -969326.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -969333.062500 Penalty: 4431.032227
	Iteration 26Q: 3 clusters Score -969333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -969334.375000 Penalty: 4431.032227
	Iteration 27Q: 3 clusters Score -969334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -969337.250000 Penalty: 4431.032227
	Iteration 28Q: 3 clusters Score -969337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -969338.375000 Penalty: 4431.032227
	Iteration 29Q: 3 clusters Score -969338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -969342.187500 Penalty: 4431.032227
	Iteration 30Q: 3 clusters Score -969342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -969342.812500 Penalty: 4431.032227
	Iteration 31Q: 3 clusters Score -969342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -969341.125000 Penalty: 4431.032227
	Iteration 32Q: 3 clusters Score -969341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -969341.125000 Penalty: 4431.032227
	Iteration 33F: 3 clusters Score -969341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -51560.566406 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -51560.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50059.398438 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -50059.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50248.207031 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -50248.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50326.148438 Penalty: 3057.004150
	Iteration 2Q: 3 clusters Score -50326.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50354.468750 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -50354.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50379.113281 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -50379.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50391.289062 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -50391.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50391.289062 Penalty: 3057.004150
	Iteration 6F: 3 clusters Score -50391.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 160411 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151307 members 
Mstep: Class 6 contains 77454 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74971 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13939 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166385 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153985 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15013 members 
Mstep: Class 23 contains 7582 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794792.000000 Penalty: 81311.140625
Iteration 479Q: 25 clusters Score -1.057948e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 160448 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151313 members 
Mstep: Class 6 contains 77425 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74960 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13937 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166396 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153980 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15007 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794816.000000 Penalty: 81311.140625
Iteration 480F: 25 clusters Score -1.057948e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 160487 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151319 members 
Mstep: Class 6 contains 77399 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74944 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13935 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166421 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153958 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15006 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794760.000000 Penalty: 81311.140625
Iteration 481Q: 25 clusters Score -1.057948e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 160501 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151340 members 
Mstep: Class 6 contains 77374 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74929 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13940 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166433 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153948 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15004 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794848.000000 Penalty: 81311.140625
Iteration 482Q: 25 clusters Score -1.057948e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 160527 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151343 members 
Mstep: Class 6 contains 77357 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74916 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13941 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166451 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153933 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15004 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794968.000000 Penalty: 81311.140625
Iteration 483Q: 25 clusters Score -1.05795e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 160538 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151353 members 
Mstep: Class 6 contains 77330 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74904 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13943 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166488 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153916 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15001 members 
Mstep: Class 23 contains 7586 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794840.000000 Penalty: 81311.140625
Iteration 484Q: 25 clusters Score -1.057948e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 160587 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151349 members 
Mstep: Class 6 contains 77314 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74890 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166499 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153889 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 15001 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794976.000000 Penalty: 81311.140625
Iteration 485Q: 25 clusters Score -1.05795e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 160632 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 151352 members 
Mstep: Class 6 contains 77305 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74878 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13949 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166514 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153848 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15000 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795064.000000 Penalty: 81311.140625
Iteration 486Q: 25 clusters Score -1.057951e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 160670 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151343 members 
Mstep: Class 6 contains 77296 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74866 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13952 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153800 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 14999 members 
Mstep: Class 23 contains 7587 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794992.000000 Penalty: 81311.140625
Iteration 487Q: 25 clusters Score -1.05795e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 160697 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 151353 members 
Mstep: Class 6 contains 77277 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74864 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13955 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166574 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153745 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 15001 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105795032.000000 Penalty: 81311.140625
Iteration 488Q: 25 clusters Score -1.05795e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 160729 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 151358 members 
Mstep: Class 6 contains 77269 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74856 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13952 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166607 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153692 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15000 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794912.000000 Penalty: 81311.140625
Iteration 489Q: 25 clusters Score -1.057949e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 160746 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 151352 members 
Mstep: Class 6 contains 77251 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74856 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13955 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166626 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153668 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 14999 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794864.000000 Penalty: 81311.140625
Iteration 490Q: 25 clusters Score -1.057949e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 160722 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 151371 members 
Mstep: Class 6 contains 77237 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74854 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13954 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166645 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153665 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15002 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794800.000000 Penalty: 81311.140625
Iteration 491Q: 25 clusters Score -1.057948e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 160704 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 151384 members 
Mstep: Class 6 contains 77226 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74849 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166663 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153663 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15000 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794960.000000 Penalty: 81311.140625
Iteration 492Q: 25 clusters Score -1.05795e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 160689 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 151384 members 
Mstep: Class 6 contains 77219 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74844 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13960 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166687 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153657 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15001 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794864.000000 Penalty: 81311.140625
Iteration 493Q: 25 clusters Score -1.057949e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 160656 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151401 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74838 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166705 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153659 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 15002 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794912.000000 Penalty: 81311.140625
Iteration 494Q: 25 clusters Score -1.057949e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 160620 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151436 members 
Mstep: Class 6 contains 77211 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74836 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166719 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153661 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 14998 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794744.000000 Penalty: 81311.140625
Iteration 495Q: 25 clusters Score -1.057947e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 160600 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151456 members 
Mstep: Class 6 contains 77208 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74828 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6544 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13960 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166743 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153657 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 14991 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794872.000000 Penalty: 81311.140625
Iteration 496Q: 25 clusters Score -1.057949e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 160579 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151483 members 
Mstep: Class 6 contains 77205 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74823 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166760 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153649 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 14984 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794856.000000 Penalty: 81311.140625
Iteration 497Q: 25 clusters Score -1.057949e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 160551 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151513 members 
Mstep: Class 6 contains 77201 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74821 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 8341 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166768 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153645 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 14983 members 
Mstep: Class 23 contains 7605 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794840.000000 Penalty: 81311.140625
Iteration 498Q: 25 clusters Score -1.057948e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 160510 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151536 members 
Mstep: Class 6 contains 77195 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74814 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166787 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153653 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 14981 members 
Mstep: Class 23 contains 7606 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794728.000000 Penalty: 81311.140625
Iteration 499Q: 25 clusters Score -1.057947e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 160485 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 151546 members 
Mstep: Class 6 contains 77192 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 74799 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 166794 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 153669 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 14982 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105794664.000000 Penalty: 81311.140625
Iteration 500F: 25 clusters Score -1.057947e+08 nChanged 227
Maximum iterations exceeded
--- Evaluating fit on full set of 2570882 points ---
Entering Unmasked Estep 
Score: -320077024.000000 Penalty: 87850.093750
24->25 Clusters: Score -320077024.000000, best is -320435712.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 856960 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 35701 members 
Mstep: Class 3 contains 35758 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 35739 members 
Mstep: Class 6 contains 35679 members 
Mstep: Class 7 contains 35451 members 
Mstep: Class 8 contains 35814 members 
Mstep: Class 9 contains 35503 members 
Mstep: Class 10 contains 35441 members 
Mstep: Class 11 contains 35775 members 
Mstep: Class 12 contains 35791 members 
Mstep: Class 13 contains 35716 members 
Mstep: Class 14 contains 35945 members 
Mstep: Class 15 contains 35963 members 
Mstep: Class 16 contains 35728 members 
Mstep: Class 17 contains 35796 members 
Mstep: Class 18 contains 35714 members 
Mstep: Class 19 contains 36071 members 
Mstep: Class 20 contains 35733 members 
Mstep: Class 21 contains 35486 members 
Mstep: Class 22 contains 36043 members 
Mstep: Class 23 contains 35520 members 
Mstep: Class 24 contains 35660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 241.060669 but Gain 3387.960938
Score: -101984216.000000 Penalty: 77923.179688
Iteration 0F: 24 clusters Score -1.019842e+08 nChanged 818786
Entering Unmasked Mstep 
Mstep: Class 0 contains 2187 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 191698 members 
Mstep: Class 3 contains 39795 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 8448 members 
Mstep: Class 8 contains 41151 members 
Mstep: Class 9 contains 64518 members 
Mstep: Class 10 contains 33646 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 53885 members 
Mstep: Class 13 contains 20893 members 
Mstep: Class 14 contains 58440 members 
Mstep: Class 15 contains 16325 members 
Mstep: Class 16 contains 64453 members 
Mstep: Class 17 contains 44913 members 
Mstep: Class 18 contains 30594 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 20885 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 37090 members 
Mstep: Class 23 contains 22344 members 
Mstep: Class 24 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2502.930176 but Gain 3387.968750
Score: -104483856.000000 Penalty: 74535.210938
Iteration 1F: 23 clusters Score -1.044839e+08 nChanged 296976
Entering Unmasked Mstep 
Mstep: Class 0 contains 2081 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 286562 members 
Mstep: Class 3 contains 42418 members 
Mstep: Class 4 contains 16019 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 5067 members 
Mstep: Class 8 contains 29361 members 
Mstep: Class 9 contains 67269 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 18442 members 
Mstep: Class 12 contains 58743 members 
Mstep: Class 13 contains 17474 members 
Mstep: Class 14 contains 52771 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 16 contains 55067 members 
Mstep: Class 17 contains 37287 members 
Mstep: Class 18 contains 22377 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 16793 members 
Mstep: Class 22 contains 40552 members 
Mstep: Class 23 contains 17047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2226.068115 but Gain 3387.960938
Score: -104778288.000000 Penalty: 71147.250000
Iteration 2F: 22 clusters Score -1.047783e+08 nChanged 188134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1334 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 315293 members 
Mstep: Class 3 contains 45616 members 
Mstep: Class 4 contains 8819 members 
Mstep: Class 6 contains 2845 members 
Mstep: Class 8 contains 29303 members 
Mstep: Class 9 contains 73300 members 
Mstep: Class 10 contains 35960 members 
Mstep: Class 11 contains 13600 members 
Mstep: Class 12 contains 69320 members 
Mstep: Class 13 contains 13760 members 
Mstep: Class 14 contains 53320 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 17 contains 29954 members 
Mstep: Class 18 contains 21645 members 
Mstep: Class 19 contains 6051 members 
Mstep: Class 20 contains 8074 members 
Mstep: Class 21 contains 12366 members 
Mstep: Class 22 contains 43821 members 
Mstep: Class 23 contains 12693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105015992.000000 Penalty: 71147.250000
Iteration 3F: 22 clusters Score -1.05016e+08 nChanged 143971
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 327724 members 
Mstep: Class 3 contains 46804 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 8 contains 32650 members 
Mstep: Class 9 contains 81942 members 
Mstep: Class 10 contains 33286 members 
Mstep: Class 11 contains 8768 members 
Mstep: Class 12 contains 79625 members 
Mstep: Class 13 contains 10270 members 
Mstep: Class 14 contains 53973 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 56131 members 
Mstep: Class 17 contains 23754 members 
Mstep: Class 18 contains 21751 members 
Mstep: Class 19 contains 4895 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 8161 members 
Mstep: Class 22 contains 42050 members 
Mstep: Class 23 contains 8626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105159536.000000 Penalty: 71147.250000
Iteration 4F: 22 clusters Score -1.051595e+08 nChanged 117388
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 324264 members 
Mstep: Class 3 contains 47134 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 8 contains 35518 members 
Mstep: Class 9 contains 92076 members 
Mstep: Class 10 contains 29265 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 92266 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 54213 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 61978 members 
Mstep: Class 17 contains 19610 members 
Mstep: Class 18 contains 20247 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 4690 members 
Mstep: Class 21 contains 5170 members 
Mstep: Class 22 contains 40563 members 
Mstep: Class 23 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2737.761963 but Gain 3387.968750
Score: -105273752.000000 Penalty: 67759.281250
Iteration 5F: 21 clusters Score -1.052738e+08 nChanged 101942
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 312393 members 
Mstep: Class 3 contains 46864 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 102517 members 
Mstep: Class 10 contains 24148 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 107734 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 53261 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 69924 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 16994 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 40391 members 
Mstep: Class 23 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2349.405518 but Gain 3387.960938
Score: -105362368.000000 Penalty: 64371.320312
Iteration 6F: 20 clusters Score -1.053624e+08 nChanged 94784
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 295215 members 
Mstep: Class 3 contains 46170 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 8 contains 36490 members 
Mstep: Class 9 contains 114611 members 
Mstep: Class 10 contains 18835 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 124532 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 50557 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 79249 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 13326 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 4032 members 
Mstep: Class 21 contains 2022 members 
Mstep: Class 22 contains 40741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2191.341309 but Gain 3387.964844
Score: -105438728.000000 Penalty: 60983.355469
Iteration 7F: 19 clusters Score -1.054387e+08 nChanged 87454
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 271837 members 
Mstep: Class 3 contains 44754 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 35782 members 
Mstep: Class 9 contains 128804 members 
Mstep: Class 10 contains 13826 members 
Mstep: Class 12 contains 141152 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 46704 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 89191 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 41369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105499440.000000 Penalty: 60983.355469
Iteration 8F: 19 clusters Score -1.054994e+08 nChanged 76208
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 244040 members 
Mstep: Class 3 contains 43347 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 8 contains 34794 members 
Mstep: Class 9 contains 143834 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 12 contains 157048 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 14 contains 42467 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 98813 members 
Mstep: Class 17 contains 17902 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 2553 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 42183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105550800.000000 Penalty: 60983.355469
Iteration 9F: 19 clusters Score -1.055508e+08 nChanged 68855
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 213421 members 
Mstep: Class 3 contains 41951 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 8 contains 33880 members 
Mstep: Class 9 contains 159719 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 12 contains 173648 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 37992 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 107580 members 
Mstep: Class 17 contains 18691 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 43092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105585400.000000 Penalty: 60983.355469
Iteration 10F: 19 clusters Score -1.055854e+08 nChanged 65110
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 181267 members 
Mstep: Class 3 contains 40627 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 8 contains 32931 members 
Mstep: Class 9 contains 179286 members 
Mstep: Class 10 contains 5920 members 
Mstep: Class 12 contains 186577 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 14 contains 34310 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 115449 members 
Mstep: Class 17 contains 19260 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 22 contains 44021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2372.088379 but Gain 3387.964844
Score: -105607088.000000 Penalty: 57595.390625
Iteration 11F: 18 clusters Score -1.056071e+08 nChanged 59476
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 154964 members 
Mstep: Class 3 contains 39383 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 8 contains 32457 members 
Mstep: Class 9 contains 200026 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 12 contains 191149 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 31551 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 123327 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 45638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105614128.000000 Penalty: 57595.390625
Iteration 12F: 18 clusters Score -1.056141e+08 nChanged 47067
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 138919 members 
Mstep: Class 3 contains 38747 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 8 contains 31576 members 
Mstep: Class 9 contains 213197 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 12 contains 190574 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 29489 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 130015 members 
Mstep: Class 17 contains 19806 members 
Mstep: Class 19 contains 2244 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 46168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105612568.000000 Penalty: 57595.390625
Iteration 13F: 18 clusters Score -1.056126e+08 nChanged 42641
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 130262 members 
Mstep: Class 3 contains 39118 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 30961 members 
Mstep: Class 9 contains 218033 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 12 contains 188330 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 28140 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 136828 members 
Mstep: Class 17 contains 19985 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 46892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105613984.000000 Penalty: 57595.390625
Iteration 14Q: 18 clusters Score -1.05614e+08 nChanged 35996
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 125782 members 
Mstep: Class 3 contains 40345 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 30448 members 
Mstep: Class 9 contains 216683 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 12 contains 185528 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 27266 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 144349 members 
Mstep: Class 17 contains 20291 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 47681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105619328.000000 Penalty: 57595.390625
Iteration 15Q: 18 clusters Score -1.056193e+08 nChanged 31919
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 124079 members 
Mstep: Class 3 contains 42041 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 29815 members 
Mstep: Class 9 contains 211098 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 12 contains 182522 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 26718 members 
Mstep: Class 15 contains 1483 members 
Mstep: Class 16 contains 152638 members 
Mstep: Class 17 contains 20570 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 48659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105626328.000000 Penalty: 57595.390625
Iteration 16Q: 18 clusters Score -1.056263e+08 nChanged 29081
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 124331 members 
Mstep: Class 3 contains 43797 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 29096 members 
Mstep: Class 9 contains 203201 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 12 contains 179342 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 14 contains 26204 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 161415 members 
Mstep: Class 17 contains 20742 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 49745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105636344.000000 Penalty: 57595.390625
Iteration 17Q: 18 clusters Score -1.056363e+08 nChanged 27631
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 125505 members 
Mstep: Class 3 contains 45539 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 28236 members 
Mstep: Class 9 contains 194408 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 12 contains 175791 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 25474 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 170847 members 
Mstep: Class 17 contains 20843 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 50929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105645952.000000 Penalty: 57595.390625
Iteration 18Q: 18 clusters Score -1.05646e+08 nChanged 26552
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 126769 members 
Mstep: Class 3 contains 47099 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 27279 members 
Mstep: Class 9 contains 185791 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 12 contains 171805 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 24545 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 180934 members 
Mstep: Class 17 contains 20904 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 52189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105654960.000000 Penalty: 57595.390625
Iteration 19Q: 18 clusters Score -1.05655e+08 nChanged 26368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 128044 members 
Mstep: Class 3 contains 48390 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 177689 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 12 contains 167510 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 23380 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 191415 members 
Mstep: Class 17 contains 20901 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 53603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105663272.000000 Penalty: 57595.390625
Iteration 20F: 18 clusters Score -1.056633e+08 nChanged 25706
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 128711 members 
Mstep: Class 3 contains 49341 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 24920 members 
Mstep: Class 9 contains 170340 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 12 contains 163274 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 21946 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 202296 members 
Mstep: Class 17 contains 20869 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 55124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105670104.000000 Penalty: 57595.390625
Iteration 21Q: 18 clusters Score -1.056701e+08 nChanged 24516
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 128998 members 
Mstep: Class 3 contains 50017 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 23764 members 
Mstep: Class 9 contains 163940 members 
Mstep: Class 10 contains 5825 members 
Mstep: Class 12 contains 159396 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 20218 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 212849 members 
Mstep: Class 17 contains 20773 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 56641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105675344.000000 Penalty: 57595.390625
Iteration 22Q: 18 clusters Score -1.056753e+08 nChanged 23484
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 129036 members 
Mstep: Class 3 contains 50242 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 22629 members 
Mstep: Class 9 contains 158718 members 
Mstep: Class 10 contains 5998 members 
Mstep: Class 12 contains 156095 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 18436 members 
Mstep: Class 15 contains 1391 members 
Mstep: Class 16 contains 222475 members 
Mstep: Class 17 contains 20676 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 58145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105679816.000000 Penalty: 57595.390625
Iteration 23Q: 18 clusters Score -1.056798e+08 nChanged 22639
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 128931 members 
Mstep: Class 3 contains 50173 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 21574 members 
Mstep: Class 9 contains 154433 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 12 contains 153517 members 
Mstep: Class 13 contains 3119 members 
Mstep: Class 14 contains 16682 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 230935 members 
Mstep: Class 17 contains 20547 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 59631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105682440.000000 Penalty: 57595.390625
Iteration 24Q: 18 clusters Score -1.056824e+08 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 128714 members 
Mstep: Class 3 contains 49794 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 20664 members 
Mstep: Class 9 contains 151223 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 12 contains 151602 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 15066 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 237799 members 
Mstep: Class 17 contains 20409 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 2161 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 61058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105682992.000000 Penalty: 57595.390625
Iteration 25Q: 18 clusters Score -1.05683e+08 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 128575 members 
Mstep: Class 3 contains 49209 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 19864 members 
Mstep: Class 9 contains 148853 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 12 contains 150464 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 15 contains 1380 members 
Mstep: Class 16 contains 242877 members 
Mstep: Class 17 contains 20296 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 62383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105684320.000000 Penalty: 57595.390625
Iteration 26Q: 18 clusters Score -1.056843e+08 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 128930 members 
Mstep: Class 3 contains 48536 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 19257 members 
Mstep: Class 9 contains 147111 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 12 contains 149915 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 12615 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 246143 members 
Mstep: Class 17 contains 20170 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 63509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105684840.000000 Penalty: 57595.390625
Iteration 27Q: 18 clusters Score -1.056848e+08 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 129650 members 
Mstep: Class 3 contains 47675 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 18717 members 
Mstep: Class 9 contains 146095 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 12 contains 149899 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 11683 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 247900 members 
Mstep: Class 17 contains 20065 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 64431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105686096.000000 Penalty: 57595.390625
Iteration 28Q: 18 clusters Score -1.056861e+08 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 130856 members 
Mstep: Class 3 contains 46763 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 18231 members 
Mstep: Class 9 contains 145682 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 12 contains 150245 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 10913 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 248224 members 
Mstep: Class 17 contains 19996 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 65135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105686736.000000 Penalty: 57595.390625
Iteration 29Q: 18 clusters Score -1.056867e+08 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 132490 members 
Mstep: Class 3 contains 45763 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 17854 members 
Mstep: Class 9 contains 145717 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 12 contains 150861 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 10263 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 247374 members 
Mstep: Class 17 contains 19955 members 
Mstep: Class 19 contains 2676 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 65693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105687696.000000 Penalty: 57595.390625
Iteration 30Q: 18 clusters Score -1.056877e+08 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 134497 members 
Mstep: Class 3 contains 44813 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 17544 members 
Mstep: Class 9 contains 145967 members 
Mstep: Class 10 contains 6805 members 
Mstep: Class 12 contains 151638 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 245700 members 
Mstep: Class 17 contains 19897 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 66053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105688160.000000 Penalty: 57595.390625
Iteration 31Q: 18 clusters Score -1.056882e+08 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 136890 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 146459 members 
Mstep: Class 10 contains 6860 members 
Mstep: Class 12 contains 152442 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 9322 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 243411 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 66293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105689464.000000 Penalty: 57595.390625
Iteration 32Q: 18 clusters Score -1.056895e+08 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 42961 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 147072 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 12 contains 153144 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 240732 members 
Mstep: Class 17 contains 19770 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 66391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105689400.000000 Penalty: 57595.390625
Iteration 33Q: 18 clusters Score -1.056894e+08 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 142855 members 
Mstep: Class 3 contains 42039 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 147665 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 12 contains 153850 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 237681 members 
Mstep: Class 17 contains 19666 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 66399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105690768.000000 Penalty: 57595.390625
Iteration 34Q: 18 clusters Score -1.056908e+08 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 146666 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 148087 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 12 contains 154298 members 
Mstep: Class 13 contains 2804 members 
Mstep: Class 14 contains 8382 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 234402 members 
Mstep: Class 17 contains 19542 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 66341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105691928.000000 Penalty: 57595.390625
Iteration 35Q: 18 clusters Score -1.056919e+08 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 151180 members 
Mstep: Class 3 contains 40393 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 16211 members 
Mstep: Class 9 contains 148441 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 12 contains 154429 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 8123 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 230767 members 
Mstep: Class 17 contains 19414 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 66247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105693056.000000 Penalty: 57595.390625
Iteration 36Q: 18 clusters Score -1.056931e+08 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 156458 members 
Mstep: Class 3 contains 39554 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 148666 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 12 contains 154233 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 226954 members 
Mstep: Class 17 contains 19262 members 
Mstep: Class 19 contains 3238 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 2353 members 
Mstep: Class 22 contains 66050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105694248.000000 Penalty: 57595.390625
Iteration 37Q: 18 clusters Score -1.056942e+08 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 162271 members 
Mstep: Class 3 contains 38707 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 15865 members 
Mstep: Class 9 contains 148920 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 12 contains 153646 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 222863 members 
Mstep: Class 17 contains 19070 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 65849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105695088.000000 Penalty: 57595.390625
Iteration 38Q: 18 clusters Score -1.056951e+08 nChanged 14009
Entering ConstructFrom: 
Score: -105695088.000000 Penalty: 57595.390625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -190758.625000 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -190758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188613.890625 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -188613.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190511.015625 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -190511 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -192766.468750 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -192766.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -194483.828125 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -194483.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -195487.234375 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -195487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -195536.703125 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -195536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -195545.250000 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -195545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195547.656250 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -195547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195550.140625 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -195550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -195552.234375 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -195552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195560.531250 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -195560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195572.078125 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -195572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195580.031250 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -195580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -195592.109375 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -195592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -195633.718750 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -195633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195673.953125 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -195674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -195699.484375 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -195699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195704.906250 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -195704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195709.593750 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -195709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -195711.265625 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -195711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -195713.671875 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -195713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -195722.781250 Penalty: 3750.574219
	Iteration 21Q: 3 clusters Score -195722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195758.484375 Penalty: 3750.574219
	Iteration 22Q: 3 clusters Score -195758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195793.203125 Penalty: 3750.574219
	Iteration 23Q: 3 clusters Score -195793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195844.265625 Penalty: 3750.574219
	Iteration 24Q: 3 clusters Score -195844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195899.671875 Penalty: 3750.574219
	Iteration 25Q: 3 clusters Score -195899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -195962.203125 Penalty: 3750.574219
	Iteration 26Q: 3 clusters Score -195962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -195969.562500 Penalty: 3750.574219
	Iteration 27Q: 3 clusters Score -195969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -195969.562500 Penalty: 3750.574219
	Iteration 28F: 3 clusters Score -195969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167743 members 
Mstep: Class 3 contains 37827 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 15689 members 
Mstep: Class 9 contains 149547 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 152886 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 219022 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 65593 members 
Entering Unmasked Estep 
Score: -105696080.000000 Penalty: 60983.355469
Splitting cluster 1 changes total score from -105695088.000000 to -105696080.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (167743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Entering Unmasked Estep 
Score: -21143394.000000 Penalty: 2983.486816
	Iteration 0F: 2 clusters Score -2.114339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -21038744.000000 Penalty: 5966.973633
	Iteration 0F: 3 clusters Score -2.103874e+07 nChanged 80295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -21085524.000000 Penalty: 5966.973633
	Iteration 1F: 3 clusters Score -2.108552e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -21086520.000000 Penalty: 5966.973633
	Iteration 2Q: 3 clusters Score -2.108652e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -21087774.000000 Penalty: 5966.973633
	Iteration 3Q: 3 clusters Score -2.108777e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -21089354.000000 Penalty: 5966.973633
	Iteration 4Q: 3 clusters Score -2.108935e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -21091254.000000 Penalty: 5966.973633
	Iteration 5Q: 3 clusters Score -2.109125e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -21094118.000000 Penalty: 5966.973633
	Iteration 6Q: 3 clusters Score -2.109412e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -21098206.000000 Penalty: 5966.973633
	Iteration 7Q: 3 clusters Score -2.109821e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -21103572.000000 Penalty: 5966.973633
	Iteration 8F: 3 clusters Score -2.110357e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -21109874.000000 Penalty: 5966.973633
	Iteration 9F: 3 clusters Score -2.110987e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 108607 members 
Entering Unmasked Estep 
Score: -21116746.000000 Penalty: 5966.973633
	Iteration 10F: 3 clusters Score -2.111675e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 111446 members 
Entering Unmasked Estep 
Score: -21122572.000000 Penalty: 5966.973633
	Iteration 11F: 3 clusters Score -2.112257e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 113394 members 
Entering Unmasked Estep 
Score: -21126462.000000 Penalty: 5966.973633
	Iteration 12Q: 3 clusters Score -2.112646e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -21128356.000000 Penalty: 5966.973633
	Iteration 13Q: 3 clusters Score -2.112836e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -21129284.000000 Penalty: 5966.973633
	Iteration 14Q: 3 clusters Score -2.112928e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -21129938.000000 Penalty: 5966.973633
	Iteration 15Q: 3 clusters Score -2.112994e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 119921 members 
Entering Unmasked Estep 
Score: -21130410.000000 Penalty: 5966.973633
	Iteration 16Q: 3 clusters Score -2.113041e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -21130918.000000 Penalty: 5966.973633
	Iteration 17Q: 3 clusters Score -2.113092e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
Score: -21131320.000000 Penalty: 5966.973633
	Iteration 18Q: 3 clusters Score -2.113132e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -21131732.000000 Penalty: 5966.973633
	Iteration 19Q: 3 clusters Score -2.113173e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -21132302.000000 Penalty: 5966.973633
	Iteration 20F: 3 clusters Score -2.11323e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 129285 members 
Entering Unmasked Estep 
Score: -21132838.000000 Penalty: 5966.973633
	Iteration 21Q: 3 clusters Score -2.113284e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -21133372.000000 Penalty: 5966.973633
	Iteration 22Q: 3 clusters Score -2.113337e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -21134096.000000 Penalty: 5966.973633
	Iteration 23Q: 3 clusters Score -2.11341e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -21134862.000000 Penalty: 5966.973633
	Iteration 24Q: 3 clusters Score -2.113486e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 138206 members 
Entering Unmasked Estep 
Score: -21135688.000000 Penalty: 5966.973633
	Iteration 25Q: 3 clusters Score -2.113569e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 140648 members 
Entering Unmasked Estep 
Score: -21136718.000000 Penalty: 5966.973633
	Iteration 26Q: 3 clusters Score -2.113672e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -21137622.000000 Penalty: 5966.973633
	Iteration 27Q: 3 clusters Score -2.113762e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 145803 members 
Entering Unmasked Estep 
Score: -21138556.000000 Penalty: 5966.973633
	Iteration 28Q: 3 clusters Score -2.113856e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -21139276.000000 Penalty: 5966.973633
	Iteration 29Q: 3 clusters Score -2.113928e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -21140130.000000 Penalty: 5966.973633
	Iteration 30Q: 3 clusters Score -2.114013e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -21140738.000000 Penalty: 5966.973633
	Iteration 31Q: 3 clusters Score -2.114074e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -21141132.000000 Penalty: 5966.973633
	Iteration 32Q: 3 clusters Score -2.114113e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 158395 members 
Entering Unmasked Estep 
Score: -21141408.000000 Penalty: 5966.973633
	Iteration 33Q: 3 clusters Score -2.114141e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -21141424.000000 Penalty: 5966.973633
	Iteration 34Q: 3 clusters Score -2.114142e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -21141434.000000 Penalty: 5966.973633
	Iteration 35Q: 3 clusters Score -2.114143e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -21141480.000000 Penalty: 5966.973633
	Iteration 36Q: 3 clusters Score -2.114148e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -21141466.000000 Penalty: 5966.973633
	Iteration 37Q: 3 clusters Score -2.114147e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 164484 members 
Entering Unmasked Estep 
Score: -21141440.000000 Penalty: 5966.973633
	Iteration 38Q: 3 clusters Score -2.114144e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -21141410.000000 Penalty: 5966.973633
	Iteration 39Q: 3 clusters Score -2.114141e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -21141340.000000 Penalty: 5966.973633
	Iteration 40F: 3 clusters Score -2.114134e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 165595 members 
Entering Unmasked Estep 
Score: -21141328.000000 Penalty: 5966.973633
	Iteration 41Q: 3 clusters Score -2.114133e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -21141280.000000 Penalty: 5966.973633
	Iteration 42Q: 3 clusters Score -2.114128e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 165980 members 
Entering Unmasked Estep 
Score: -21141254.000000 Penalty: 5966.973633
	Iteration 43Q: 3 clusters Score -2.114125e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 166128 members 
Entering Unmasked Estep 
Score: -21141302.000000 Penalty: 5966.973633
	Iteration 44Q: 3 clusters Score -2.11413e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -21141250.000000 Penalty: 5966.973633
	Iteration 45Q: 3 clusters Score -2.114125e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -21141238.000000 Penalty: 5966.973633
	Iteration 46Q: 3 clusters Score -2.114124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 166355 members 
Entering Unmasked Estep 
Score: -21141242.000000 Penalty: 5966.973633
	Iteration 47Q: 3 clusters Score -2.114124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -21141228.000000 Penalty: 5966.973633
	Iteration 48Q: 3 clusters Score -2.114123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -21141266.000000 Penalty: 5966.973633
	Iteration 49Q: 3 clusters Score -2.114127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 166477 members 
Entering Unmasked Estep 
Score: -21141282.000000 Penalty: 5966.973633
	Iteration 50Q: 3 clusters Score -2.114128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 166504 members 
Entering Unmasked Estep 
Score: -21141280.000000 Penalty: 5966.973633
	Iteration 51Q: 3 clusters Score -2.114128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 166534 members 
Entering Unmasked Estep 
Score: -21141276.000000 Penalty: 5966.973633
	Iteration 52Q: 3 clusters Score -2.114128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -21141272.000000 Penalty: 5966.973633
	Iteration 53Q: 3 clusters Score -2.114127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -21141260.000000 Penalty: 5966.973633
	Iteration 54Q: 3 clusters Score -2.114126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 166582 members 
Entering Unmasked Estep 
Score: -21141252.000000 Penalty: 5966.973633
	Iteration 55Q: 3 clusters Score -2.114125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -21141268.000000 Penalty: 5966.973633
	Iteration 56Q: 3 clusters Score -2.114127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -21141272.000000 Penalty: 5966.973633
	Iteration 57Q: 3 clusters Score -2.114127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 166622 members 
Entering Unmasked Estep 
Score: -21141268.000000 Penalty: 5966.973633
	Iteration 58Q: 3 clusters Score -2.114127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 166633 members 
Entering Unmasked Estep 
Score: -21141270.000000 Penalty: 5966.973633
	Iteration 59Q: 3 clusters Score -2.114127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -21141262.000000 Penalty: 5966.973633
	Iteration 60F: 3 clusters Score -2.114126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -21141286.000000 Penalty: 5966.973633
	Iteration 61Q: 3 clusters Score -2.114129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -21141268.000000 Penalty: 5966.973633
	Iteration 62Q: 3 clusters Score -2.114127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -21141272.000000 Penalty: 5966.973633
	Iteration 63Q: 3 clusters Score -2.114127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 166660 members 
Entering Unmasked Estep 
Score: -21141260.000000 Penalty: 5966.973633
	Iteration 64Q: 3 clusters Score -2.114126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -21141254.000000 Penalty: 5966.973633
	Iteration 65Q: 3 clusters Score -2.114125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -21141272.000000 Penalty: 5966.973633
	Iteration 66Q: 3 clusters Score -2.114127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 166673 members 
Entering Unmasked Estep 
Score: -21141282.000000 Penalty: 5966.973633
	Iteration 67Q: 3 clusters Score -2.114128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 166673 members 
Entering Unmasked Estep 
Score: -21141286.000000 Penalty: 5966.973633
	Iteration 68Q: 3 clusters Score -2.114129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -21141304.000000 Penalty: 5966.973633
	Iteration 69Q: 3 clusters Score -2.11413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -21141304.000000 Penalty: 5966.973633
	Iteration 70Q: 3 clusters Score -2.11413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -21141302.000000 Penalty: 5966.973633
	Iteration 71Q: 3 clusters Score -2.11413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -21141304.000000 Penalty: 5966.973633
	Iteration 72Q: 3 clusters Score -2.11413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -21141304.000000 Penalty: 5966.973633
	Iteration 73Q: 3 clusters Score -2.11413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 166696 members 
Entering Unmasked Estep 
Score: -21141300.000000 Penalty: 5966.973633
	Iteration 74Q: 3 clusters Score -2.11413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -21141302.000000 Penalty: 5966.973633
	Iteration 75Q: 3 clusters Score -2.11413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 166694 members 
Entering Unmasked Estep 
Score: -21141302.000000 Penalty: 5966.973633
	Iteration 76Q: 3 clusters Score -2.11413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 166694 members 
Entering Unmasked Estep 
Score: -21141302.000000 Penalty: 5966.973633
	Iteration 77F: 3 clusters Score -2.11413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Entering Unmasked Estep 
Score: -4870395.000000 Penalty: 2614.113037
	Iteration 0F: 2 clusters Score -4870395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4844511.000000 Penalty: 5228.226074
	Iteration 0F: 3 clusters Score -4844511 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4854038.000000 Penalty: 5228.226074
	Iteration 1F: 3 clusters Score -4854038 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4854538.000000 Penalty: 5228.226074
	Iteration 2Q: 3 clusters Score -4854538 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4855007.000000 Penalty: 5228.226074
	Iteration 3Q: 3 clusters Score -4855007 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4855463.500000 Penalty: 5228.226074
	Iteration 4Q: 3 clusters Score -4855464 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4855995.500000 Penalty: 5228.226074
	Iteration 5Q: 3 clusters Score -4855996 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4856592.500000 Penalty: 5228.226074
	Iteration 6Q: 3 clusters Score -4856592 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4857383.500000 Penalty: 5228.226074
	Iteration 7Q: 3 clusters Score -4857384 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4858414.000000 Penalty: 5228.226074
	Iteration 8Q: 3 clusters Score -4858414 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4859613.000000 Penalty: 5228.226074
	Iteration 9Q: 3 clusters Score -4859613 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4861047.000000 Penalty: 5228.226074
	Iteration 10F: 3 clusters Score -4861047 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4862364.000000 Penalty: 5228.226074
	Iteration 11Q: 3 clusters Score -4862364 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4863366.000000 Penalty: 5228.226074
	Iteration 12Q: 3 clusters Score -4863366 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4864168.000000 Penalty: 5228.226074
	Iteration 13Q: 3 clusters Score -4864168 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4864787.000000 Penalty: 5228.226074
	Iteration 14Q: 3 clusters Score -4864787 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4865339.000000 Penalty: 5228.226074
	Iteration 15Q: 3 clusters Score -4865339 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4865766.000000 Penalty: 5228.226074
	Iteration 16Q: 3 clusters Score -4865766 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4866133.000000 Penalty: 5228.226074
	Iteration 17Q: 3 clusters Score -4866133 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4866453.500000 Penalty: 5228.226074
	Iteration 18Q: 3 clusters Score -4866454 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4866732.500000 Penalty: 5228.226074
	Iteration 19Q: 3 clusters Score -4866732 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4867019.000000 Penalty: 5228.226074
	Iteration 20F: 3 clusters Score -4867019 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4867186.000000 Penalty: 5228.226074
	Iteration 21Q: 3 clusters Score -4867186 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4867403.500000 Penalty: 5228.226074
	Iteration 22Q: 3 clusters Score -4867404 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4867528.000000 Penalty: 5228.226074
	Iteration 23Q: 3 clusters Score -4867528 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4867641.000000 Penalty: 5228.226074
	Iteration 24Q: 3 clusters Score -4867641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4867713.000000 Penalty: 5228.226074
	Iteration 25Q: 3 clusters Score -4867713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4867793.000000 Penalty: 5228.226074
	Iteration 26Q: 3 clusters Score -4867793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4867845.500000 Penalty: 5228.226074
	Iteration 27Q: 3 clusters Score -4867846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4867881.000000 Penalty: 5228.226074
	Iteration 28Q: 3 clusters Score -4867881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4867916.000000 Penalty: 5228.226074
	Iteration 29Q: 3 clusters Score -4867916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4867950.500000 Penalty: 5228.226074
	Iteration 30Q: 3 clusters Score -4867950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4867974.000000 Penalty: 5228.226074
	Iteration 31Q: 3 clusters Score -4867974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4867982.000000 Penalty: 5228.226074
	Iteration 32Q: 3 clusters Score -4867982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4868005.500000 Penalty: 5228.226074
	Iteration 33Q: 3 clusters Score -4868006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4868025.000000 Penalty: 5228.226074
	Iteration 34Q: 3 clusters Score -4868025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4868040.000000 Penalty: 5228.226074
	Iteration 35Q: 3 clusters Score -4868040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4868063.000000 Penalty: 5228.226074
	Iteration 36Q: 3 clusters Score -4868063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4868087.500000 Penalty: 5228.226074
	Iteration 37Q: 3 clusters Score -4868088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4868096.000000 Penalty: 5228.226074
	Iteration 38Q: 3 clusters Score -4868096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4868101.500000 Penalty: 5228.226074
	Iteration 39Q: 3 clusters Score -4868102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4868108.500000 Penalty: 5228.226074
	Iteration 40F: 3 clusters Score -4868108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4868105.500000 Penalty: 5228.226074
	Iteration 41Q: 3 clusters Score -4868106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4868114.000000 Penalty: 5228.226074
	Iteration 42Q: 3 clusters Score -4868114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4868114.000000 Penalty: 5228.226074
	Iteration 43Q: 3 clusters Score -4868114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4868123.000000 Penalty: 5228.226074
	Iteration 44Q: 3 clusters Score -4868123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4868118.000000 Penalty: 5228.226074
	Iteration 45Q: 3 clusters Score -4868118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4868118.500000 Penalty: 5228.226074
	Iteration 46Q: 3 clusters Score -4868118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4868117.000000 Penalty: 5228.226074
	Iteration 47Q: 3 clusters Score -4868117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4868124.500000 Penalty: 5228.226074
	Iteration 48Q: 3 clusters Score -4868124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4868127.500000 Penalty: 5228.226074
	Iteration 49Q: 3 clusters Score -4868128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4868130.000000 Penalty: 5228.226074
	Iteration 50Q: 3 clusters Score -4868130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4868130.000000 Penalty: 5228.226074
	Iteration 51Q: 3 clusters Score -4868130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4868130.500000 Penalty: 5228.226074
	Iteration 52Q: 3 clusters Score -4868130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4868136.500000 Penalty: 5228.226074
	Iteration 53Q: 3 clusters Score -4868136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4868139.000000 Penalty: 5228.226074
	Iteration 54Q: 3 clusters Score -4868139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4868139.500000 Penalty: 5228.226074
	Iteration 55Q: 3 clusters Score -4868140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4868139.500000 Penalty: 5228.226074
	Iteration 56F: 3 clusters Score -4868140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -95207.804688 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -95207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93542.562500 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -93542.56 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94322.570312 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -94322.57 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94838.140625 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -94838.14 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95370.351562 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -95370.35 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95977.210938 Penalty: 3375.638428
	Iteration 4F: 3 clusters Score -95977.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -96764.187500 Penalty: 3375.638428
	Iteration 5F: 3 clusters Score -96764.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -97006.781250 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -97006.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -97097.937500 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -97097.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -97099.710938 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -97099.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -97099.710938 Penalty: 3375.638428
	Iteration 9F: 3 clusters Score -97099.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167743 members 
Mstep: Class 3 contains 37827 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 8 contains 15689 members 
Mstep: Class 9 contains 149547 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 152886 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 219022 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 65593 members 
Entering Unmasked Estep 
Score: -105696272.000000 Penalty: 64371.320312
Splitting cluster 6 changes total score from -105695088.000000 to -105696272.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (15689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Entering Unmasked Estep 
Score: -1964625.250000 Penalty: 2395.857422
	Iteration 0F: 2 clusters Score -1964625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1953381.500000 Penalty: 4791.714844
	Iteration 0F: 3 clusters Score -1953382 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1957027.250000 Penalty: 4791.714844
	Iteration 1F: 3 clusters Score -1957027 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1957359.375000 Penalty: 4791.714844
	Iteration 2F: 3 clusters Score -1957359 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1957633.875000 Penalty: 4791.714844
	Iteration 3Q: 3 clusters Score -1957634 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1957860.500000 Penalty: 4791.714844
	Iteration 4Q: 3 clusters Score -1957860 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1958104.375000 Penalty: 4791.714844
	Iteration 5Q: 3 clusters Score -1958104 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1958351.500000 Penalty: 4791.714844
	Iteration 6Q: 3 clusters Score -1958352 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1958654.500000 Penalty: 4791.714844
	Iteration 7Q: 3 clusters Score -1958654 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1958987.375000 Penalty: 4791.714844
	Iteration 8Q: 3 clusters Score -1958987 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1959396.625000 Penalty: 4791.714844
	Iteration 9Q: 3 clusters Score -1959397 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1959850.125000 Penalty: 4791.714844
	Iteration 10Q: 3 clusters Score -1959850 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1960287.500000 Penalty: 4791.714844
	Iteration 11Q: 3 clusters Score -1960288 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1960633.125000 Penalty: 4791.714844
	Iteration 12Q: 3 clusters Score -1960633 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1960873.500000 Penalty: 4791.714844
	Iteration 13Q: 3 clusters Score -1960874 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1961005.125000 Penalty: 4791.714844
	Iteration 14Q: 3 clusters Score -1961005 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1961089.500000 Penalty: 4791.714844
	Iteration 15Q: 3 clusters Score -1961090 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1961163.750000 Penalty: 4791.714844
	Iteration 16Q: 3 clusters Score -1961164 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1961227.500000 Penalty: 4791.714844
	Iteration 17Q: 3 clusters Score -1961228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1961279.375000 Penalty: 4791.714844
	Iteration 18Q: 3 clusters Score -1961279 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1961327.125000 Penalty: 4791.714844
	Iteration 19Q: 3 clusters Score -1961327 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1961372.500000 Penalty: 4791.714844
	Iteration 20F: 3 clusters Score -1961372 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1961420.250000 Penalty: 4791.714844
	Iteration 21Q: 3 clusters Score -1961420 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1961472.875000 Penalty: 4791.714844
	Iteration 22Q: 3 clusters Score -1961473 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1961518.375000 Penalty: 4791.714844
	Iteration 23Q: 3 clusters Score -1961518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1961562.875000 Penalty: 4791.714844
	Iteration 24Q: 3 clusters Score -1961563 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1961602.625000 Penalty: 4791.714844
	Iteration 25Q: 3 clusters Score -1961603 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1961642.500000 Penalty: 4791.714844
	Iteration 26Q: 3 clusters Score -1961642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1961678.250000 Penalty: 4791.714844
	Iteration 27Q: 3 clusters Score -1961678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1961725.000000 Penalty: 4791.714844
	Iteration 28Q: 3 clusters Score -1961725 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1961752.500000 Penalty: 4791.714844
	Iteration 29Q: 3 clusters Score -1961752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1961777.750000 Penalty: 4791.714844
	Iteration 30Q: 3 clusters Score -1961778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1961802.375000 Penalty: 4791.714844
	Iteration 31Q: 3 clusters Score -1961802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1961823.625000 Penalty: 4791.714844
	Iteration 32Q: 3 clusters Score -1961824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1961850.500000 Penalty: 4791.714844
	Iteration 33Q: 3 clusters Score -1961850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1961864.250000 Penalty: 4791.714844
	Iteration 34Q: 3 clusters Score -1961864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1961888.250000 Penalty: 4791.714844
	Iteration 35Q: 3 clusters Score -1961888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1961907.500000 Penalty: 4791.714844
	Iteration 36Q: 3 clusters Score -1961908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1961913.000000 Penalty: 4791.714844
	Iteration 37Q: 3 clusters Score -1961913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1961929.750000 Penalty: 4791.714844
	Iteration 38Q: 3 clusters Score -1961930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1961941.500000 Penalty: 4791.714844
	Iteration 39Q: 3 clusters Score -1961942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1961951.625000 Penalty: 4791.714844
	Iteration 40F: 3 clusters Score -1961952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1961959.375000 Penalty: 4791.714844
	Iteration 41Q: 3 clusters Score -1961959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1961978.750000 Penalty: 4791.714844
	Iteration 42Q: 3 clusters Score -1961979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1961989.875000 Penalty: 4791.714844
	Iteration 43Q: 3 clusters Score -1961990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1962002.000000 Penalty: 4791.714844
	Iteration 44Q: 3 clusters Score -1962002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1962007.500000 Penalty: 4791.714844
	Iteration 45Q: 3 clusters Score -1962008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1962007.000000 Penalty: 4791.714844
	Iteration 46Q: 3 clusters Score -1962007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1962019.750000 Penalty: 4791.714844
	Iteration 47Q: 3 clusters Score -1962020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1962026.000000 Penalty: 4791.714844
	Iteration 48Q: 3 clusters Score -1962026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1962035.375000 Penalty: 4791.714844
	Iteration 49Q: 3 clusters Score -1962035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1962033.500000 Penalty: 4791.714844
	Iteration 50Q: 3 clusters Score -1962034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1962038.000000 Penalty: 4791.714844
	Iteration 51Q: 3 clusters Score -1962038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1962047.250000 Penalty: 4791.714844
	Iteration 52Q: 3 clusters Score -1962047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1962055.375000 Penalty: 4791.714844
	Iteration 53Q: 3 clusters Score -1962055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1962060.000000 Penalty: 4791.714844
	Iteration 54Q: 3 clusters Score -1962060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1962070.125000 Penalty: 4791.714844
	Iteration 55Q: 3 clusters Score -1962070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1962071.125000 Penalty: 4791.714844
	Iteration 56Q: 3 clusters Score -1962071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1962082.625000 Penalty: 4791.714844
	Iteration 57Q: 3 clusters Score -1962083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1962087.250000 Penalty: 4791.714844
	Iteration 58Q: 3 clusters Score -1962087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1962094.125000 Penalty: 4791.714844
	Iteration 59Q: 3 clusters Score -1962094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1962100.500000 Penalty: 4791.714844
	Iteration 60F: 3 clusters Score -1962100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1962112.750000 Penalty: 4791.714844
	Iteration 61Q: 3 clusters Score -1962113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1962117.250000 Penalty: 4791.714844
	Iteration 62Q: 3 clusters Score -1962117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1962119.750000 Penalty: 4791.714844
	Iteration 63Q: 3 clusters Score -1962120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1962123.375000 Penalty: 4791.714844
	Iteration 64Q: 3 clusters Score -1962123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1962130.125000 Penalty: 4791.714844
	Iteration 65Q: 3 clusters Score -1962130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1962134.000000 Penalty: 4791.714844
	Iteration 66Q: 3 clusters Score -1962134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1962137.750000 Penalty: 4791.714844
	Iteration 67Q: 3 clusters Score -1962138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1962145.375000 Penalty: 4791.714844
	Iteration 68Q: 3 clusters Score -1962145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1962162.250000 Penalty: 4791.714844
	Iteration 69Q: 3 clusters Score -1962162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1962176.500000 Penalty: 4791.714844
	Iteration 70Q: 3 clusters Score -1962176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1962187.250000 Penalty: 4791.714844
	Iteration 71Q: 3 clusters Score -1962187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1962192.750000 Penalty: 4791.714844
	Iteration 72Q: 3 clusters Score -1962193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1962207.250000 Penalty: 4791.714844
	Iteration 73Q: 3 clusters Score -1962207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1962221.875000 Penalty: 4791.714844
	Iteration 74Q: 3 clusters Score -1962222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1962230.125000 Penalty: 4791.714844
	Iteration 75Q: 3 clusters Score -1962230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1962245.000000 Penalty: 4791.714844
	Iteration 76Q: 3 clusters Score -1962245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1962251.500000 Penalty: 4791.714844
	Iteration 77Q: 3 clusters Score -1962252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1962256.500000 Penalty: 4791.714844
	Iteration 78Q: 3 clusters Score -1962256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1962259.625000 Penalty: 4791.714844
	Iteration 79Q: 3 clusters Score -1962260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1962264.125000 Penalty: 4791.714844
	Iteration 80F: 3 clusters Score -1962264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1962269.500000 Penalty: 4791.714844
	Iteration 81Q: 3 clusters Score -1962270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1962274.875000 Penalty: 4791.714844
	Iteration 82Q: 3 clusters Score -1962275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1962278.625000 Penalty: 4791.714844
	Iteration 83Q: 3 clusters Score -1962279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1962283.125000 Penalty: 4791.714844
	Iteration 84Q: 3 clusters Score -1962283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1962290.250000 Penalty: 4791.714844
	Iteration 85Q: 3 clusters Score -1962290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1962297.500000 Penalty: 4791.714844
	Iteration 86Q: 3 clusters Score -1962298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1962296.750000 Penalty: 4791.714844
	Iteration 87Q: 3 clusters Score -1962297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1962292.625000 Penalty: 4791.714844
	Iteration 88Q: 3 clusters Score -1962293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1962299.250000 Penalty: 4791.714844
	Iteration 89Q: 3 clusters Score -1962299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1962301.125000 Penalty: 4791.714844
	Iteration 90Q: 3 clusters Score -1962301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1962301.375000 Penalty: 4791.714844
	Iteration 91Q: 3 clusters Score -1962301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1962302.500000 Penalty: 4791.714844
	Iteration 92Q: 3 clusters Score -1962302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1962300.875000 Penalty: 4791.714844
	Iteration 93Q: 3 clusters Score -1962301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1962306.875000 Penalty: 4791.714844
	Iteration 94Q: 3 clusters Score -1962307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1962307.875000 Penalty: 4791.714844
	Iteration 95Q: 3 clusters Score -1962308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1962309.875000 Penalty: 4791.714844
	Iteration 96Q: 3 clusters Score -1962310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1962308.875000 Penalty: 4791.714844
	Iteration 97Q: 3 clusters Score -1962309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1962308.875000 Penalty: 4791.714844
	Iteration 98F: 3 clusters Score -1962309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (149547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149547 members 
Entering Unmasked Estep 
Score: -18794946.000000 Penalty: 2955.010742
	Iteration 0F: 2 clusters Score -1.879495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -18695726.000000 Penalty: 5910.021484
	Iteration 0F: 3 clusters Score -1.869573e+07 nChanged 71246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -18737184.000000 Penalty: 5910.021484
	Iteration 1F: 3 clusters Score -1.873718e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -18739326.000000 Penalty: 5910.021484
	Iteration 2Q: 3 clusters Score -1.873933e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -18742378.000000 Penalty: 5910.021484
	Iteration 3Q: 3 clusters Score -1.874238e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -18746006.000000 Penalty: 5910.021484
	Iteration 4Q: 3 clusters Score -1.874601e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -18750408.000000 Penalty: 5910.021484
	Iteration 5F: 3 clusters Score -1.875041e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -18756386.000000 Penalty: 5910.021484
	Iteration 6F: 3 clusters Score -1.875639e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -18764322.000000 Penalty: 5910.021484
	Iteration 7F: 3 clusters Score -1.876432e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -18772042.000000 Penalty: 5910.021484
	Iteration 8F: 3 clusters Score -1.877204e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -18776620.000000 Penalty: 5910.021484
	Iteration 9F: 3 clusters Score -1.877662e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -18778486.000000 Penalty: 5910.021484
	Iteration 10Q: 3 clusters Score -1.877849e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -18779506.000000 Penalty: 5910.021484
	Iteration 11Q: 3 clusters Score -1.877951e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -18780326.000000 Penalty: 5910.021484
	Iteration 12Q: 3 clusters Score -1.878033e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -18781252.000000 Penalty: 5910.021484
	Iteration 13Q: 3 clusters Score -1.878125e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -18782244.000000 Penalty: 5910.021484
	Iteration 14Q: 3 clusters Score -1.878224e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -18783408.000000 Penalty: 5910.021484
	Iteration 15Q: 3 clusters Score -1.878341e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -18784430.000000 Penalty: 5910.021484
	Iteration 16Q: 3 clusters Score -1.878443e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -18785466.000000 Penalty: 5910.021484
	Iteration 17Q: 3 clusters Score -1.878547e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -18786416.000000 Penalty: 5910.021484
	Iteration 18Q: 3 clusters Score -1.878642e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -18787514.000000 Penalty: 5910.021484
	Iteration 19Q: 3 clusters Score -1.878751e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -18788240.000000 Penalty: 5910.021484
	Iteration 20F: 3 clusters Score -1.878824e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 116102 members 
Entering Unmasked Estep 
Score: -18788910.000000 Penalty: 5910.021484
	Iteration 21Q: 3 clusters Score -1.878891e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 118095 members 
Entering Unmasked Estep 
Score: -18789512.000000 Penalty: 5910.021484
	Iteration 22Q: 3 clusters Score -1.878951e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -18790154.000000 Penalty: 5910.021484
	Iteration 23Q: 3 clusters Score -1.879015e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -18790826.000000 Penalty: 5910.021484
	Iteration 24Q: 3 clusters Score -1.879083e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -18791352.000000 Penalty: 5910.021484
	Iteration 25Q: 3 clusters Score -1.879135e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -18791756.000000 Penalty: 5910.021484
	Iteration 26Q: 3 clusters Score -1.879176e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 126671 members 
Entering Unmasked Estep 
Score: -18792146.000000 Penalty: 5910.021484
	Iteration 27Q: 3 clusters Score -1.879215e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 128088 members 
Entering Unmasked Estep 
Score: -18792606.000000 Penalty: 5910.021484
	Iteration 28Q: 3 clusters Score -1.879261e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -18792950.000000 Penalty: 5910.021484
	Iteration 29Q: 3 clusters Score -1.879295e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 130562 members 
Entering Unmasked Estep 
Score: -18793262.000000 Penalty: 5910.021484
	Iteration 30Q: 3 clusters Score -1.879326e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -18793484.000000 Penalty: 5910.021484
	Iteration 31Q: 3 clusters Score -1.879348e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 132672 members 
Entering Unmasked Estep 
Score: -18793764.000000 Penalty: 5910.021484
	Iteration 32Q: 3 clusters Score -1.879376e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -18794028.000000 Penalty: 5910.021484
	Iteration 33Q: 3 clusters Score -1.879403e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
Score: -18794168.000000 Penalty: 5910.021484
	Iteration 34Q: 3 clusters Score -1.879417e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 135355 members 
Entering Unmasked Estep 
Score: -18794404.000000 Penalty: 5910.021484
	Iteration 35Q: 3 clusters Score -1.87944e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -18794606.000000 Penalty: 5910.021484
	Iteration 36Q: 3 clusters Score -1.879461e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -18794688.000000 Penalty: 5910.021484
	Iteration 37Q: 3 clusters Score -1.879469e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 137445 members 
Entering Unmasked Estep 
Score: -18794818.000000 Penalty: 5910.021484
	Iteration 38Q: 3 clusters Score -1.879482e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 138009 members 
Entering Unmasked Estep 
Score: -18794968.000000 Penalty: 5910.021484
	Iteration 39Q: 3 clusters Score -1.879497e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 138502 members 
Entering Unmasked Estep 
Score: -18795052.000000 Penalty: 5910.021484
	Iteration 40F: 3 clusters Score -1.879505e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -18795112.000000 Penalty: 5910.021484
	Iteration 41Q: 3 clusters Score -1.879511e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -18795088.000000 Penalty: 5910.021484
	Iteration 42Q: 3 clusters Score -1.879509e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 139712 members 
Entering Unmasked Estep 
Score: -18795084.000000 Penalty: 5910.021484
	Iteration 43Q: 3 clusters Score -1.879508e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 140031 members 
Entering Unmasked Estep 
Score: -18795238.000000 Penalty: 5910.021484
	Iteration 44Q: 3 clusters Score -1.879524e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 140294 members 
Entering Unmasked Estep 
Score: -18795306.000000 Penalty: 5910.021484
	Iteration 45Q: 3 clusters Score -1.879531e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 140539 members 
Entering Unmasked Estep 
Score: -18795316.000000 Penalty: 5910.021484
	Iteration 46Q: 3 clusters Score -1.879532e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -18795336.000000 Penalty: 5910.021484
	Iteration 47Q: 3 clusters Score -1.879534e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 140978 members 
Entering Unmasked Estep 
Score: -18795324.000000 Penalty: 5910.021484
	Iteration 48Q: 3 clusters Score -1.879532e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 141173 members 
Entering Unmasked Estep 
Score: -18795336.000000 Penalty: 5910.021484
	Iteration 49Q: 3 clusters Score -1.879534e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 141354 members 
Entering Unmasked Estep 
Score: -18795364.000000 Penalty: 5910.021484
	Iteration 50Q: 3 clusters Score -1.879536e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -18795402.000000 Penalty: 5910.021484
	Iteration 51Q: 3 clusters Score -1.87954e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 141657 members 
Entering Unmasked Estep 
Score: -18795408.000000 Penalty: 5910.021484
	Iteration 52Q: 3 clusters Score -1.879541e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -18795388.000000 Penalty: 5910.021484
	Iteration 53Q: 3 clusters Score -1.879539e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -18795392.000000 Penalty: 5910.021484
	Iteration 54Q: 3 clusters Score -1.879539e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 142023 members 
Entering Unmasked Estep 
Score: -18795416.000000 Penalty: 5910.021484
	Iteration 55Q: 3 clusters Score -1.879542e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 142106 members 
Entering Unmasked Estep 
Score: -18795398.000000 Penalty: 5910.021484
	Iteration 56Q: 3 clusters Score -1.87954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 142183 members 
Entering Unmasked Estep 
Score: -18795430.000000 Penalty: 5910.021484
	Iteration 57Q: 3 clusters Score -1.879543e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -18795414.000000 Penalty: 5910.021484
	Iteration 58Q: 3 clusters Score -1.879541e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -18795418.000000 Penalty: 5910.021484
	Iteration 59Q: 3 clusters Score -1.879542e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 142342 members 
Entering Unmasked Estep 
Score: -18795426.000000 Penalty: 5910.021484
	Iteration 60F: 3 clusters Score -1.879543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -18795432.000000 Penalty: 5910.021484
	Iteration 61Q: 3 clusters Score -1.879543e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -18795452.000000 Penalty: 5910.021484
	Iteration 62Q: 3 clusters Score -1.879545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 142455 members 
Entering Unmasked Estep 
Score: -18795466.000000 Penalty: 5910.021484
	Iteration 63Q: 3 clusters Score -1.879547e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 142490 members 
Entering Unmasked Estep 
Score: -18795474.000000 Penalty: 5910.021484
	Iteration 64Q: 3 clusters Score -1.879547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 142516 members 
Entering Unmasked Estep 
Score: -18795452.000000 Penalty: 5910.021484
	Iteration 65Q: 3 clusters Score -1.879545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -18795448.000000 Penalty: 5910.021484
	Iteration 66Q: 3 clusters Score -1.879545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 142567 members 
Entering Unmasked Estep 
Score: -18795450.000000 Penalty: 5910.021484
	Iteration 67Q: 3 clusters Score -1.879545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 142594 members 
Entering Unmasked Estep 
Score: -18795440.000000 Penalty: 5910.021484
	Iteration 68Q: 3 clusters Score -1.879544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -18795448.000000 Penalty: 5910.021484
	Iteration 69Q: 3 clusters Score -1.879545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -18795434.000000 Penalty: 5910.021484
	Iteration 70Q: 3 clusters Score -1.879543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -18795446.000000 Penalty: 5910.021484
	Iteration 71Q: 3 clusters Score -1.879545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -18795426.000000 Penalty: 5910.021484
	Iteration 72Q: 3 clusters Score -1.879543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 142709 members 
Entering Unmasked Estep 
Score: -18795420.000000 Penalty: 5910.021484
	Iteration 73Q: 3 clusters Score -1.879542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -18795436.000000 Penalty: 5910.021484
	Iteration 74Q: 3 clusters Score -1.879544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 142743 members 
Entering Unmasked Estep 
Score: -18795420.000000 Penalty: 5910.021484
	Iteration 75Q: 3 clusters Score -1.879542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -18795412.000000 Penalty: 5910.021484
	Iteration 76Q: 3 clusters Score -1.879541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 142771 members 
Entering Unmasked Estep 
Score: -18795394.000000 Penalty: 5910.021484
	Iteration 77Q: 3 clusters Score -1.879539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 142791 members 
Entering Unmasked Estep 
Score: -18795398.000000 Penalty: 5910.021484
	Iteration 78Q: 3 clusters Score -1.87954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 142812 members 
Entering Unmasked Estep 
Score: -18795410.000000 Penalty: 5910.021484
	Iteration 79Q: 3 clusters Score -1.879541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 142826 members 
Entering Unmasked Estep 
Score: -18795408.000000 Penalty: 5910.021484
	Iteration 80F: 3 clusters Score -1.879541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 142833 members 
Entering Unmasked Estep 
Score: -18795410.000000 Penalty: 5910.021484
	Iteration 81Q: 3 clusters Score -1.879541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -18795406.000000 Penalty: 5910.021484
	Iteration 82Q: 3 clusters Score -1.879541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 142849 members 
Entering Unmasked Estep 
Score: -18795392.000000 Penalty: 5910.021484
	Iteration 83Q: 3 clusters Score -1.879539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 142850 members 
Entering Unmasked Estep 
Score: -18795396.000000 Penalty: 5910.021484
	Iteration 84Q: 3 clusters Score -1.87954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 142850 members 
Entering Unmasked Estep 
Score: -18795396.000000 Penalty: 5910.021484
	Iteration 85F: 3 clusters Score -1.87954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167743 members 
Mstep: Class 3 contains 37827 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 142850 members 
Mstep: Class 8 contains 15689 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 152886 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 219022 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 65593 members 
Entering Unmasked Estep 
Score: -105696360.000000 Penalty: 67759.281250
Splitting cluster 9 changes total score from -105695088.000000 to -105696360.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -959534.687500 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -959534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -953455.750000 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -953455.8 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -955064.875000 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -955064.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -955366.812500 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -955366.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -955553.812500 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -955553.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -955676.437500 Penalty: 4423.583984
	Iteration 4Q: 3 clusters Score -955676.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -955768.937500 Penalty: 4423.583984
	Iteration 5Q: 3 clusters Score -955768.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -955833.062500 Penalty: 4423.583984
	Iteration 6Q: 3 clusters Score -955833.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -955879.187500 Penalty: 4423.583984
	Iteration 7Q: 3 clusters Score -955879.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -955917.812500 Penalty: 4423.583984
	Iteration 8Q: 3 clusters Score -955917.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -955947.625000 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -955947.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -955975.062500 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -955975.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -955994.250000 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -955994.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -956011.750000 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -956011.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -956030.437500 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -956030.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -956050.812500 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -956050.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -956069.312500 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -956069.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -956086.187500 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -956086.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -956106.250000 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -956106.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -956132.812500 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -956132.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -956159.937500 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -956159.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -956188.125000 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -956188.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -956216.562500 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -956216.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -956235.500000 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -956235.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -956259.312500 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -956259.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -956292.375000 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -956292.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -956335.812500 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -956335.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -956392.500000 Penalty: 4423.583984
	Iteration 26Q: 3 clusters Score -956392.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -956461.125000 Penalty: 4423.583984
	Iteration 27Q: 3 clusters Score -956461.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -956550.000000 Penalty: 4423.583984
	Iteration 28Q: 3 clusters Score -956550 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -956639.812500 Penalty: 4423.583984
	Iteration 29Q: 3 clusters Score -956639.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -956712.625000 Penalty: 4423.583984
	Iteration 30Q: 3 clusters Score -956712.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -956793.062500 Penalty: 4423.583984
	Iteration 31Q: 3 clusters Score -956793.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -956876.312500 Penalty: 4423.583984
	Iteration 32Q: 3 clusters Score -956876.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -956946.875000 Penalty: 4423.583984
	Iteration 33Q: 3 clusters Score -956946.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -957011.937500 Penalty: 4423.583984
	Iteration 34Q: 3 clusters Score -957011.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -957061.625000 Penalty: 4423.583984
	Iteration 35Q: 3 clusters Score -957061.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -957104.375000 Penalty: 4423.583984
	Iteration 36Q: 3 clusters Score -957104.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -957136.000000 Penalty: 4423.583984
	Iteration 37Q: 3 clusters Score -957136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -957180.625000 Penalty: 4423.583984
	Iteration 38Q: 3 clusters Score -957180.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -957211.562500 Penalty: 4423.583984
	Iteration 39Q: 3 clusters Score -957211.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -957241.500000 Penalty: 4423.583984
	Iteration 40F: 3 clusters Score -957241.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -957261.937500 Penalty: 4423.583984
	Iteration 41Q: 3 clusters Score -957261.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -957282.062500 Penalty: 4423.583984
	Iteration 42Q: 3 clusters Score -957282.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -957299.250000 Penalty: 4423.583984
	Iteration 43Q: 3 clusters Score -957299.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -957315.437500 Penalty: 4423.583984
	Iteration 44Q: 3 clusters Score -957315.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -957332.937500 Penalty: 4423.583984
	Iteration 45Q: 3 clusters Score -957332.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -957347.562500 Penalty: 4423.583984
	Iteration 46Q: 3 clusters Score -957347.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -957362.375000 Penalty: 4423.583984
	Iteration 47Q: 3 clusters Score -957362.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -957370.000000 Penalty: 4423.583984
	Iteration 48Q: 3 clusters Score -957370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -957378.812500 Penalty: 4423.583984
	Iteration 49Q: 3 clusters Score -957378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -957385.437500 Penalty: 4423.583984
	Iteration 50Q: 3 clusters Score -957385.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -957397.625000 Penalty: 4423.583984
	Iteration 51Q: 3 clusters Score -957397.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -957407.750000 Penalty: 4423.583984
	Iteration 52Q: 3 clusters Score -957407.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -957413.750000 Penalty: 4423.583984
	Iteration 53Q: 3 clusters Score -957413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -957421.750000 Penalty: 4423.583984
	Iteration 54Q: 3 clusters Score -957421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -957425.875000 Penalty: 4423.583984
	Iteration 55Q: 3 clusters Score -957425.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -957432.500000 Penalty: 4423.583984
	Iteration 56Q: 3 clusters Score -957432.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -957440.062500 Penalty: 4423.583984
	Iteration 57Q: 3 clusters Score -957440.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -957443.812500 Penalty: 4423.583984
	Iteration 58Q: 3 clusters Score -957443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -957450.000000 Penalty: 4423.583984
	Iteration 59Q: 3 clusters Score -957450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -957451.562500 Penalty: 4423.583984
	Iteration 60F: 3 clusters Score -957451.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -957457.812500 Penalty: 4423.583984
	Iteration 61Q: 3 clusters Score -957457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -957461.125000 Penalty: 4423.583984
	Iteration 62Q: 3 clusters Score -957461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -957462.875000 Penalty: 4423.583984
	Iteration 63Q: 3 clusters Score -957462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -957462.875000 Penalty: 4423.583984
	Iteration 64Q: 3 clusters Score -957462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -957464.062500 Penalty: 4423.583984
	Iteration 65Q: 3 clusters Score -957464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -957464.062500 Penalty: 4423.583984
	Iteration 66Q: 3 clusters Score -957464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -957464.437500 Penalty: 4423.583984
	Iteration 67Q: 3 clusters Score -957464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -957466.187500 Penalty: 4423.583984
	Iteration 68Q: 3 clusters Score -957466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -957465.375000 Penalty: 4423.583984
	Iteration 69Q: 3 clusters Score -957465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -957465.375000 Penalty: 4423.583984
	Iteration 70F: 3 clusters Score -957465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (152886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152886 members 
Entering Unmasked Estep 
Score: -19219146.000000 Penalty: 2960.487061
	Iteration 0F: 2 clusters Score -1.921915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -19118522.000000 Penalty: 5920.974121
	Iteration 0F: 3 clusters Score -1.911852e+07 nChanged 73218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -19160332.000000 Penalty: 5920.974121
	Iteration 1F: 3 clusters Score -1.916033e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -19161406.000000 Penalty: 5920.974121
	Iteration 2Q: 3 clusters Score -1.916141e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -19162530.000000 Penalty: 5920.974121
	Iteration 3Q: 3 clusters Score -1.916253e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -19163960.000000 Penalty: 5920.974121
	Iteration 4Q: 3 clusters Score -1.916396e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -19166544.000000 Penalty: 5920.974121
	Iteration 5Q: 3 clusters Score -1.916654e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -19171130.000000 Penalty: 5920.974121
	Iteration 6F: 3 clusters Score -1.917113e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -19178728.000000 Penalty: 5920.974121
	Iteration 7F: 3 clusters Score -1.917873e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -19188920.000000 Penalty: 5920.974121
	Iteration 8F: 3 clusters Score -1.918892e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -19198804.000000 Penalty: 5920.974121
	Iteration 9F: 3 clusters Score -1.91988e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -19205008.000000 Penalty: 5920.974121
	Iteration 10F: 3 clusters Score -1.920501e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -19207774.000000 Penalty: 5920.974121
	Iteration 11Q: 3 clusters Score -1.920777e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -19209500.000000 Penalty: 5920.974121
	Iteration 12Q: 3 clusters Score -1.92095e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -19210900.000000 Penalty: 5920.974121
	Iteration 13Q: 3 clusters Score -1.92109e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125176 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -19212064.000000 Penalty: 5920.974121
	Iteration 14Q: 3 clusters Score -1.921206e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -19213082.000000 Penalty: 5920.974121
	Iteration 15Q: 3 clusters Score -1.921308e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -19214002.000000 Penalty: 5920.974121
	Iteration 16Q: 3 clusters Score -1.9214e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -19214800.000000 Penalty: 5920.974121
	Iteration 17Q: 3 clusters Score -1.92148e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132605 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -19215470.000000 Penalty: 5920.974121
	Iteration 18Q: 3 clusters Score -1.921547e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -19216086.000000 Penalty: 5920.974121
	Iteration 19Q: 3 clusters Score -1.921609e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135470 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -19216742.000000 Penalty: 5920.974121
	Iteration 20F: 3 clusters Score -1.921674e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136708 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -19217268.000000 Penalty: 5920.974121
	Iteration 21Q: 3 clusters Score -1.921727e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137807 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -19217636.000000 Penalty: 5920.974121
	Iteration 22Q: 3 clusters Score -1.921764e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138821 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -19217934.000000 Penalty: 5920.974121
	Iteration 23Q: 3 clusters Score -1.921793e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -19218220.000000 Penalty: 5920.974121
	Iteration 24Q: 3 clusters Score -1.921822e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -19218514.000000 Penalty: 5920.974121
	Iteration 25Q: 3 clusters Score -1.921851e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -19218700.000000 Penalty: 5920.974121
	Iteration 26Q: 3 clusters Score -1.92187e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142070 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -19218860.000000 Penalty: 5920.974121
	Iteration 27Q: 3 clusters Score -1.921886e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -19219012.000000 Penalty: 5920.974121
	Iteration 28Q: 3 clusters Score -1.921901e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -19219042.000000 Penalty: 5920.974121
	Iteration 29Q: 3 clusters Score -1.921904e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143777 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -19219174.000000 Penalty: 5920.974121
	Iteration 30Q: 3 clusters Score -1.921917e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -19219300.000000 Penalty: 5920.974121
	Iteration 31Q: 3 clusters Score -1.92193e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -19219336.000000 Penalty: 5920.974121
	Iteration 32Q: 3 clusters Score -1.921934e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -19219372.000000 Penalty: 5920.974121
	Iteration 33Q: 3 clusters Score -1.921937e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -19219448.000000 Penalty: 5920.974121
	Iteration 34Q: 3 clusters Score -1.921945e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -19219454.000000 Penalty: 5920.974121
	Iteration 35Q: 3 clusters Score -1.921945e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146036 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -19219520.000000 Penalty: 5920.974121
	Iteration 36Q: 3 clusters Score -1.921952e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146289 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -19219482.000000 Penalty: 5920.974121
	Iteration 37Q: 3 clusters Score -1.921948e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -19219498.000000 Penalty: 5920.974121
	Iteration 38Q: 3 clusters Score -1.92195e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146676 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -19219524.000000 Penalty: 5920.974121
	Iteration 39Q: 3 clusters Score -1.921952e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -19219580.000000 Penalty: 5920.974121
	Iteration 40F: 3 clusters Score -1.921958e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146985 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -19219560.000000 Penalty: 5920.974121
	Iteration 41Q: 3 clusters Score -1.921956e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147111 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -19219538.000000 Penalty: 5920.974121
	Iteration 42Q: 3 clusters Score -1.921954e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -19219488.000000 Penalty: 5920.974121
	Iteration 43Q: 3 clusters Score -1.921949e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -19219496.000000 Penalty: 5920.974121
	Iteration 44Q: 3 clusters Score -1.92195e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -19219520.000000 Penalty: 5920.974121
	Iteration 45Q: 3 clusters Score -1.921952e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147413 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -19219524.000000 Penalty: 5920.974121
	Iteration 46Q: 3 clusters Score -1.921952e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147465 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -19219514.000000 Penalty: 5920.974121
	Iteration 47Q: 3 clusters Score -1.921951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147519 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -19219506.000000 Penalty: 5920.974121
	Iteration 48Q: 3 clusters Score -1.921951e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -19219532.000000 Penalty: 5920.974121
	Iteration 49Q: 3 clusters Score -1.921953e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147626 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -19219554.000000 Penalty: 5920.974121
	Iteration 50Q: 3 clusters Score -1.921955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -19219562.000000 Penalty: 5920.974121
	Iteration 51Q: 3 clusters Score -1.921956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -19219570.000000 Penalty: 5920.974121
	Iteration 52Q: 3 clusters Score -1.921957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -19219584.000000 Penalty: 5920.974121
	Iteration 53Q: 3 clusters Score -1.921958e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -19219590.000000 Penalty: 5920.974121
	Iteration 54Q: 3 clusters Score -1.921959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -19219566.000000 Penalty: 5920.974121
	Iteration 55Q: 3 clusters Score -1.921957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -19219578.000000 Penalty: 5920.974121
	Iteration 56Q: 3 clusters Score -1.921958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147898 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -19219582.000000 Penalty: 5920.974121
	Iteration 57Q: 3 clusters Score -1.921958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -19219580.000000 Penalty: 5920.974121
	Iteration 58Q: 3 clusters Score -1.921958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -19219550.000000 Penalty: 5920.974121
	Iteration 59Q: 3 clusters Score -1.921955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147997 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -19219540.000000 Penalty: 5920.974121
	Iteration 60F: 3 clusters Score -1.921954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -19219564.000000 Penalty: 5920.974121
	Iteration 61Q: 3 clusters Score -1.921956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148039 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -19219550.000000 Penalty: 5920.974121
	Iteration 62Q: 3 clusters Score -1.921955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -19219560.000000 Penalty: 5920.974121
	Iteration 63Q: 3 clusters Score -1.921956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -19219564.000000 Penalty: 5920.974121
	Iteration 64Q: 3 clusters Score -1.921956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148095 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -19219564.000000 Penalty: 5920.974121
	Iteration 65Q: 3 clusters Score -1.921956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -19219566.000000 Penalty: 5920.974121
	Iteration 66Q: 3 clusters Score -1.921957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148130 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -19219558.000000 Penalty: 5920.974121
	Iteration 67Q: 3 clusters Score -1.921956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -19219554.000000 Penalty: 5920.974121
	Iteration 68Q: 3 clusters Score -1.921955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148158 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -19219576.000000 Penalty: 5920.974121
	Iteration 69Q: 3 clusters Score -1.921958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -19219552.000000 Penalty: 5920.974121
	Iteration 70Q: 3 clusters Score -1.921955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -19219570.000000 Penalty: 5920.974121
	Iteration 71Q: 3 clusters Score -1.921957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -19219580.000000 Penalty: 5920.974121
	Iteration 72Q: 3 clusters Score -1.921958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148192 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -19219560.000000 Penalty: 5920.974121
	Iteration 73Q: 3 clusters Score -1.921956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148200 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -19219550.000000 Penalty: 5920.974121
	Iteration 74Q: 3 clusters Score -1.921955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -19219556.000000 Penalty: 5920.974121
	Iteration 75Q: 3 clusters Score -1.921956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -19219554.000000 Penalty: 5920.974121
	Iteration 76Q: 3 clusters Score -1.921955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -19219540.000000 Penalty: 5920.974121
	Iteration 77Q: 3 clusters Score -1.921954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -19219532.000000 Penalty: 5920.974121
	Iteration 78Q: 3 clusters Score -1.921953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -19219538.000000 Penalty: 5920.974121
	Iteration 79Q: 3 clusters Score -1.921954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -19219524.000000 Penalty: 5920.974121
	Iteration 80F: 3 clusters Score -1.921952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -19219518.000000 Penalty: 5920.974121
	Iteration 81Q: 3 clusters Score -1.921952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -19219522.000000 Penalty: 5920.974121
	Iteration 82Q: 3 clusters Score -1.921952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -19219538.000000 Penalty: 5920.974121
	Iteration 83Q: 3 clusters Score -1.921954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -19219530.000000 Penalty: 5920.974121
	Iteration 84Q: 3 clusters Score -1.921953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -19219552.000000 Penalty: 5920.974121
	Iteration 85Q: 3 clusters Score -1.921955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -19219526.000000 Penalty: 5920.974121
	Iteration 86Q: 3 clusters Score -1.921953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -19219542.000000 Penalty: 5920.974121
	Iteration 87Q: 3 clusters Score -1.921954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -19219538.000000 Penalty: 5920.974121
	Iteration 88Q: 3 clusters Score -1.921954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -19219542.000000 Penalty: 5920.974121
	Iteration 89Q: 3 clusters Score -1.921954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -19219544.000000 Penalty: 5920.974121
	Iteration 90Q: 3 clusters Score -1.921954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -19219544.000000 Penalty: 5920.974121
	Iteration 91F: 3 clusters Score -1.921954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167743 members 
Mstep: Class 3 contains 37827 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 142850 members 
Mstep: Class 8 contains 15689 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 148344 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 219022 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 65593 members 
Entering Unmasked Estep 
Score: -105695712.000000 Penalty: 71147.250000
Splitting cluster 12 changes total score from -105695088.000000 to -105695712.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -343922.906250 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -343922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -340874.906250 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -340874.9 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -341534.375000 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -341534.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -341713.718750 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -341713.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -341806.968750 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -341807 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -341859.375000 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -341859.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -341897.062500 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -341897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -341931.312500 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -341931.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -341960.156250 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -341960.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -341985.000000 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -341985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -342005.718750 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -342005.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -342028.000000 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -342028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -342040.625000 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -342040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342047.500000 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -342047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342052.937500 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -342052.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342058.062500 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -342058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -342065.281250 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -342065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342071.218750 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -342071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -342078.843750 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -342078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342085.593750 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -342085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -342093.312500 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -342093.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342101.968750 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -342102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -342113.968750 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -342114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342129.593750 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -342129.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342148.343750 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -342148.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342163.187500 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -342163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342173.500000 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -342173.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342185.312500 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -342185.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342202.437500 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -342202.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342216.750000 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -342216.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342232.250000 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -342232.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342246.125000 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -342246.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342263.562500 Penalty: 3917.427734
	Iteration 31Q: 3 clusters Score -342263.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342277.125000 Penalty: 3917.427734
	Iteration 32Q: 3 clusters Score -342277.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -342290.937500 Penalty: 3917.427734
	Iteration 33Q: 3 clusters Score -342290.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342304.218750 Penalty: 3917.427734
	Iteration 34Q: 3 clusters Score -342304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342316.187500 Penalty: 3917.427734
	Iteration 35Q: 3 clusters Score -342316.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -342327.031250 Penalty: 3917.427734
	Iteration 36Q: 3 clusters Score -342327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -342335.593750 Penalty: 3917.427734
	Iteration 37Q: 3 clusters Score -342335.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342345.343750 Penalty: 3917.427734
	Iteration 38Q: 3 clusters Score -342345.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342351.812500 Penalty: 3917.427734
	Iteration 39Q: 3 clusters Score -342351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342359.218750 Penalty: 3917.427734
	Iteration 40F: 3 clusters Score -342359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342364.375000 Penalty: 3917.427734
	Iteration 41Q: 3 clusters Score -342364.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342368.281250 Penalty: 3917.427734
	Iteration 42Q: 3 clusters Score -342368.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -342373.531250 Penalty: 3917.427734
	Iteration 43Q: 3 clusters Score -342373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342374.437500 Penalty: 3917.427734
	Iteration 44Q: 3 clusters Score -342374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342375.750000 Penalty: 3917.427734
	Iteration 45Q: 3 clusters Score -342375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -342377.812500 Penalty: 3917.427734
	Iteration 46Q: 3 clusters Score -342377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342379.875000 Penalty: 3917.427734
	Iteration 47Q: 3 clusters Score -342379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342381.968750 Penalty: 3917.427734
	Iteration 48Q: 3 clusters Score -342382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342384.375000 Penalty: 3917.427734
	Iteration 49Q: 3 clusters Score -342384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342387.062500 Penalty: 3917.427734
	Iteration 50Q: 3 clusters Score -342387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342389.593750 Penalty: 3917.427734
	Iteration 51Q: 3 clusters Score -342389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342389.718750 Penalty: 3917.427734
	Iteration 52Q: 3 clusters Score -342389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -342392.281250 Penalty: 3917.427734
	Iteration 53Q: 3 clusters Score -342392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -342395.468750 Penalty: 3917.427734
	Iteration 54Q: 3 clusters Score -342395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342396.625000 Penalty: 3917.427734
	Iteration 55Q: 3 clusters Score -342396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -342397.406250 Penalty: 3917.427734
	Iteration 56Q: 3 clusters Score -342397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -342397.406250 Penalty: 3917.427734
	Iteration 57F: 3 clusters Score -342397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -976881.750000 Penalty: 2214.861084
	Iteration 0F: 2 clusters Score -976881.8 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 3795 members 
Entering Unmasked Estep 
Score: -970745.062500 Penalty: 4429.722168
	Iteration 0F: 3 clusters Score -970745.1 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -972311.687500 Penalty: 4429.722168
	Iteration 1F: 3 clusters Score -972311.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -972549.687500 Penalty: 4429.722168
	Iteration 2F: 3 clusters Score -972549.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -972712.625000 Penalty: 4429.722168
	Iteration 3Q: 3 clusters Score -972712.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -972817.812500 Penalty: 4429.722168
	Iteration 4Q: 3 clusters Score -972817.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -972890.562500 Penalty: 4429.722168
	Iteration 5Q: 3 clusters Score -972890.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -972946.125000 Penalty: 4429.722168
	Iteration 6Q: 3 clusters Score -972946.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -972987.812500 Penalty: 4429.722168
	Iteration 7Q: 3 clusters Score -972987.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -973019.812500 Penalty: 4429.722168
	Iteration 8Q: 3 clusters Score -973019.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -973051.562500 Penalty: 4429.722168
	Iteration 9Q: 3 clusters Score -973051.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -973082.375000 Penalty: 4429.722168
	Iteration 10Q: 3 clusters Score -973082.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -973102.000000 Penalty: 4429.722168
	Iteration 11Q: 3 clusters Score -973102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -973114.375000 Penalty: 4429.722168
	Iteration 12Q: 3 clusters Score -973114.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -973126.562500 Penalty: 4429.722168
	Iteration 13Q: 3 clusters Score -973126.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -973137.875000 Penalty: 4429.722168
	Iteration 14Q: 3 clusters Score -973137.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -973149.687500 Penalty: 4429.722168
	Iteration 15Q: 3 clusters Score -973149.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -973156.937500 Penalty: 4429.722168
	Iteration 16Q: 3 clusters Score -973156.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -973169.500000 Penalty: 4429.722168
	Iteration 17Q: 3 clusters Score -973169.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -973174.125000 Penalty: 4429.722168
	Iteration 18Q: 3 clusters Score -973174.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -973180.062500 Penalty: 4429.722168
	Iteration 19Q: 3 clusters Score -973180.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -973187.062500 Penalty: 4429.722168
	Iteration 20F: 3 clusters Score -973187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -973188.875000 Penalty: 4429.722168
	Iteration 21Q: 3 clusters Score -973188.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -973192.750000 Penalty: 4429.722168
	Iteration 22Q: 3 clusters Score -973192.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -973196.187500 Penalty: 4429.722168
	Iteration 23Q: 3 clusters Score -973196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -973202.375000 Penalty: 4429.722168
	Iteration 24Q: 3 clusters Score -973202.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -973207.562500 Penalty: 4429.722168
	Iteration 25Q: 3 clusters Score -973207.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -973209.875000 Penalty: 4429.722168
	Iteration 26Q: 3 clusters Score -973209.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -973213.437500 Penalty: 4429.722168
	Iteration 27Q: 3 clusters Score -973213.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -973218.625000 Penalty: 4429.722168
	Iteration 28Q: 3 clusters Score -973218.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -973226.062500 Penalty: 4429.722168
	Iteration 29Q: 3 clusters Score -973226.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -973230.812500 Penalty: 4429.722168
	Iteration 30Q: 3 clusters Score -973230.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -973238.937500 Penalty: 4429.722168
	Iteration 31Q: 3 clusters Score -973238.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -973243.000000 Penalty: 4429.722168
	Iteration 32Q: 3 clusters Score -973243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -973252.125000 Penalty: 4429.722168
	Iteration 33Q: 3 clusters Score -973252.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -973260.937500 Penalty: 4429.722168
	Iteration 34Q: 3 clusters Score -973260.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -973275.500000 Penalty: 4429.722168
	Iteration 35Q: 3 clusters Score -973275.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -973284.687500 Penalty: 4429.722168
	Iteration 36Q: 3 clusters Score -973284.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -973294.750000 Penalty: 4429.722168
	Iteration 37Q: 3 clusters Score -973294.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -973301.437500 Penalty: 4429.722168
	Iteration 38Q: 3 clusters Score -973301.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -973309.625000 Penalty: 4429.722168
	Iteration 39Q: 3 clusters Score -973309.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -973316.625000 Penalty: 4429.722168
	Iteration 40F: 3 clusters Score -973316.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -973323.375000 Penalty: 4429.722168
	Iteration 41Q: 3 clusters Score -973323.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -973332.250000 Penalty: 4429.722168
	Iteration 42Q: 3 clusters Score -973332.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -973336.125000 Penalty: 4429.722168
	Iteration 43Q: 3 clusters Score -973336.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -973340.875000 Penalty: 4429.722168
	Iteration 44Q: 3 clusters Score -973340.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -973345.500000 Penalty: 4429.722168
	Iteration 45Q: 3 clusters Score -973345.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -973351.250000 Penalty: 4429.722168
	Iteration 46Q: 3 clusters Score -973351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -973354.250000 Penalty: 4429.722168
	Iteration 47Q: 3 clusters Score -973354.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -973358.187500 Penalty: 4429.722168
	Iteration 48Q: 3 clusters Score -973358.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -973359.562500 Penalty: 4429.722168
	Iteration 49Q: 3 clusters Score -973359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -973365.687500 Penalty: 4429.722168
	Iteration 50Q: 3 clusters Score -973365.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -973369.125000 Penalty: 4429.722168
	Iteration 51Q: 3 clusters Score -973369.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -973374.437500 Penalty: 4429.722168
	Iteration 52Q: 3 clusters Score -973374.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -973382.187500 Penalty: 4429.722168
	Iteration 53Q: 3 clusters Score -973382.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -973391.562500 Penalty: 4429.722168
	Iteration 54Q: 3 clusters Score -973391.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -973404.937500 Penalty: 4429.722168
	Iteration 55Q: 3 clusters Score -973404.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -973416.375000 Penalty: 4429.722168
	Iteration 56Q: 3 clusters Score -973416.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -973431.687500 Penalty: 4429.722168
	Iteration 57Q: 3 clusters Score -973431.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -973447.812500 Penalty: 4429.722168
	Iteration 58Q: 3 clusters Score -973447.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -973466.625000 Penalty: 4429.722168
	Iteration 59Q: 3 clusters Score -973466.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -973488.375000 Penalty: 4429.722168
	Iteration 60F: 3 clusters Score -973488.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -973510.812500 Penalty: 4429.722168
	Iteration 61Q: 3 clusters Score -973510.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -973537.937500 Penalty: 4429.722168
	Iteration 62Q: 3 clusters Score -973537.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -973576.187500 Penalty: 4429.722168
	Iteration 63Q: 3 clusters Score -973576.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -973616.312500 Penalty: 4429.722168
	Iteration 64Q: 3 clusters Score -973616.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -973657.812500 Penalty: 4429.722168
	Iteration 65Q: 3 clusters Score -973657.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -973708.125000 Penalty: 4429.722168
	Iteration 66Q: 3 clusters Score -973708.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -973778.375000 Penalty: 4429.722168
	Iteration 67Q: 3 clusters Score -973778.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -973859.000000 Penalty: 4429.722168
	Iteration 68Q: 3 clusters Score -973859 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -973963.812500 Penalty: 4429.722168
	Iteration 69Q: 3 clusters Score -973963.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -974087.437500 Penalty: 4429.722168
	Iteration 70Q: 3 clusters Score -974087.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -974192.062500 Penalty: 4429.722168
	Iteration 71Q: 3 clusters Score -974192.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -974291.437500 Penalty: 4429.722168
	Iteration 72Q: 3 clusters Score -974291.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -974395.187500 Penalty: 4429.722168
	Iteration 73Q: 3 clusters Score -974395.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -974471.250000 Penalty: 4429.722168
	Iteration 74Q: 3 clusters Score -974471.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -974552.187500 Penalty: 4429.722168
	Iteration 75Q: 3 clusters Score -974552.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -974636.375000 Penalty: 4429.722168
	Iteration 76Q: 3 clusters Score -974636.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -974704.125000 Penalty: 4429.722168
	Iteration 77Q: 3 clusters Score -974704.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -974769.250000 Penalty: 4429.722168
	Iteration 78Q: 3 clusters Score -974769.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -974817.625000 Penalty: 4429.722168
	Iteration 79Q: 3 clusters Score -974817.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -974852.250000 Penalty: 4429.722168
	Iteration 80F: 3 clusters Score -974852.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -974883.812500 Penalty: 4429.722168
	Iteration 81Q: 3 clusters Score -974883.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -974902.687500 Penalty: 4429.722168
	Iteration 82Q: 3 clusters Score -974902.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -974917.125000 Penalty: 4429.722168
	Iteration 83Q: 3 clusters Score -974917.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -974926.000000 Penalty: 4429.722168
	Iteration 84Q: 3 clusters Score -974926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -974931.062500 Penalty: 4429.722168
	Iteration 85Q: 3 clusters Score -974931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -974935.312500 Penalty: 4429.722168
	Iteration 86Q: 3 clusters Score -974935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -974936.687500 Penalty: 4429.722168
	Iteration 87Q: 3 clusters Score -974936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -974936.687500 Penalty: 4429.722168
	Iteration 88F: 3 clusters Score -974936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -162904.265625 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -162904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160782.765625 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -160782.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161329.265625 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -161329.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161754.765625 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -161754.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -162371.265625 Penalty: 3586.359375
	Iteration 3F: 3 clusters Score -162371.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162692.203125 Penalty: 3586.359375
	Iteration 4F: 3 clusters Score -162692.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162772.890625 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -162772.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -162786.531250 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -162786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -162791.421875 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -162791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162794.421875 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -162794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162794.421875 Penalty: 3586.359375
	Iteration 9F: 3 clusters Score -162794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (219022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219022 members 
Entering Unmasked Estep 
Score: -27354682.000000 Penalty: 3049.637939
	Iteration 0F: 2 clusters Score -2.735468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -27217092.000000 Penalty: 6099.275879
	Iteration 0F: 3 clusters Score -2.721709e+07 nChanged 105531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -27279334.000000 Penalty: 6099.275879
	Iteration 1F: 3 clusters Score -2.727933e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -27281290.000000 Penalty: 6099.275879
	Iteration 2Q: 3 clusters Score -2.728129e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -27284984.000000 Penalty: 6099.275879
	Iteration 3Q: 3 clusters Score -2.728498e+07 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -27292224.000000 Penalty: 6099.275879
	Iteration 4F: 3 clusters Score -2.729222e+07 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -27304966.000000 Penalty: 6099.275879
	Iteration 5F: 3 clusters Score -2.730497e+07 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 185254 members 
Entering Unmasked Estep 
Score: -27321854.000000 Penalty: 6099.275879
	Iteration 6F: 3 clusters Score -2.732185e+07 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 203326 members 
Entering Unmasked Estep 
Score: -27337658.000000 Penalty: 6099.275879
	Iteration 7F: 3 clusters Score -2.733766e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 213718 members 
Entering Unmasked Estep 
Score: -27346662.000000 Penalty: 6099.275879
	Iteration 8Q: 3 clusters Score -2.734666e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 217582 members 
Entering Unmasked Estep 
Score: -27350458.000000 Penalty: 6099.275879
	Iteration 9Q: 3 clusters Score -2.735046e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 218551 members 
Entering Unmasked Estep 
Score: -27351436.000000 Penalty: 6099.275879
	Iteration 10Q: 3 clusters Score -2.735144e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 218757 members 
Entering Unmasked Estep 
Score: -27351688.000000 Penalty: 6099.275879
	Iteration 11Q: 3 clusters Score -2.735169e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218800 members 
Entering Unmasked Estep 
Score: -27351814.000000 Penalty: 6099.275879
	Iteration 12Q: 3 clusters Score -2.735181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218823 members 
Entering Unmasked Estep 
Score: -27351846.000000 Penalty: 6099.275879
	Iteration 13Q: 3 clusters Score -2.735185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 218836 members 
Entering Unmasked Estep 
Score: -27351908.000000 Penalty: 6099.275879
	Iteration 14Q: 3 clusters Score -2.735191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 218843 members 
Entering Unmasked Estep 
Score: -27351922.000000 Penalty: 6099.275879
	Iteration 15Q: 3 clusters Score -2.735192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218840 members 
Entering Unmasked Estep 
Score: -27351934.000000 Penalty: 6099.275879
	Iteration 16Q: 3 clusters Score -2.735193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218839 members 
Entering Unmasked Estep 
Score: -27351930.000000 Penalty: 6099.275879
	Iteration 17Q: 3 clusters Score -2.735193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218840 members 
Entering Unmasked Estep 
Score: -27351926.000000 Penalty: 6099.275879
	Iteration 18Q: 3 clusters Score -2.735193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 218838 members 
Entering Unmasked Estep 
Score: -27351936.000000 Penalty: 6099.275879
	Iteration 19Q: 3 clusters Score -2.735194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218837 members 
Entering Unmasked Estep 
Score: -27351942.000000 Penalty: 6099.275879
	Iteration 20F: 3 clusters Score -2.735194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Entering Unmasked Estep 
Score: -2399969.750000 Penalty: 2441.417969
	Iteration 0F: 2 clusters Score -2399970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2386556.250000 Penalty: 4882.835938
	Iteration 0F: 3 clusters Score -2386556 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2391320.250000 Penalty: 4882.835938
	Iteration 1F: 3 clusters Score -2391320 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2392107.500000 Penalty: 4882.835938
	Iteration 2F: 3 clusters Score -2392108 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2392934.250000 Penalty: 4882.835938
	Iteration 3F: 3 clusters Score -2392934 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2393933.500000 Penalty: 4882.835938
	Iteration 4F: 3 clusters Score -2393934 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2394975.250000 Penalty: 4882.835938
	Iteration 5F: 3 clusters Score -2394975 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2396017.750000 Penalty: 4882.835938
	Iteration 6F: 3 clusters Score -2396018 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2396949.750000 Penalty: 4882.835938
	Iteration 7F: 3 clusters Score -2396950 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2397613.250000 Penalty: 4882.835938
	Iteration 8Q: 3 clusters Score -2397613 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2398041.000000 Penalty: 4882.835938
	Iteration 9Q: 3 clusters Score -2398041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2398324.500000 Penalty: 4882.835938
	Iteration 10Q: 3 clusters Score -2398324 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2398478.500000 Penalty: 4882.835938
	Iteration 11Q: 3 clusters Score -2398478 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2398585.500000 Penalty: 4882.835938
	Iteration 12Q: 3 clusters Score -2398586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2398659.750000 Penalty: 4882.835938
	Iteration 13Q: 3 clusters Score -2398660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2398703.250000 Penalty: 4882.835938
	Iteration 14Q: 3 clusters Score -2398703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2398740.250000 Penalty: 4882.835938
	Iteration 15Q: 3 clusters Score -2398740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2398753.500000 Penalty: 4882.835938
	Iteration 16Q: 3 clusters Score -2398754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2398770.000000 Penalty: 4882.835938
	Iteration 17Q: 3 clusters Score -2398770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2398776.500000 Penalty: 4882.835938
	Iteration 18Q: 3 clusters Score -2398776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2398785.500000 Penalty: 4882.835938
	Iteration 19Q: 3 clusters Score -2398786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2398793.750000 Penalty: 4882.835938
	Iteration 20F: 3 clusters Score -2398794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2398799.250000 Penalty: 4882.835938
	Iteration 21Q: 3 clusters Score -2398799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2398810.250000 Penalty: 4882.835938
	Iteration 22Q: 3 clusters Score -2398810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2398820.750000 Penalty: 4882.835938
	Iteration 23Q: 3 clusters Score -2398821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2398831.750000 Penalty: 4882.835938
	Iteration 24Q: 3 clusters Score -2398832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2398835.000000 Penalty: 4882.835938
	Iteration 25Q: 3 clusters Score -2398835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2398838.250000 Penalty: 4882.835938
	Iteration 26Q: 3 clusters Score -2398838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2398844.500000 Penalty: 4882.835938
	Iteration 27Q: 3 clusters Score -2398844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2398847.000000 Penalty: 4882.835938
	Iteration 28Q: 3 clusters Score -2398847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2398849.500000 Penalty: 4882.835938
	Iteration 29Q: 3 clusters Score -2398850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2398852.500000 Penalty: 4882.835938
	Iteration 30Q: 3 clusters Score -2398852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2398853.500000 Penalty: 4882.835938
	Iteration 31Q: 3 clusters Score -2398854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2398856.750000 Penalty: 4882.835938
	Iteration 32Q: 3 clusters Score -2398857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2398856.750000 Penalty: 4882.835938
	Iteration 33F: 3 clusters Score -2398857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -436897.156250 Penalty: 2019.375977
	Iteration 0F: 2 clusters Score -436897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -433367.250000 Penalty: 4038.751953
	Iteration 0F: 3 clusters Score -433367.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -434110.781250 Penalty: 4038.751953
	Iteration 1F: 3 clusters Score -434110.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -434281.093750 Penalty: 4038.751953
	Iteration 2F: 3 clusters Score -434281.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -434362.718750 Penalty: 4038.751953
	Iteration 3Q: 3 clusters Score -434362.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -434415.500000 Penalty: 4038.751953
	Iteration 4Q: 3 clusters Score -434415.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -434458.437500 Penalty: 4038.751953
	Iteration 5Q: 3 clusters Score -434458.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -434493.500000 Penalty: 4038.751953
	Iteration 6Q: 3 clusters Score -434493.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -434545.687500 Penalty: 4038.751953
	Iteration 7Q: 3 clusters Score -434545.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -434608.187500 Penalty: 4038.751953
	Iteration 8Q: 3 clusters Score -434608.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -434674.250000 Penalty: 4038.751953
	Iteration 9Q: 3 clusters Score -434674.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -434743.718750 Penalty: 4038.751953
	Iteration 10Q: 3 clusters Score -434743.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -434811.375000 Penalty: 4038.751953
	Iteration 11Q: 3 clusters Score -434811.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -434876.156250 Penalty: 4038.751953
	Iteration 12Q: 3 clusters Score -434876.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -434960.000000 Penalty: 4038.751953
	Iteration 13Q: 3 clusters Score -434960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -435035.000000 Penalty: 4038.751953
	Iteration 14Q: 3 clusters Score -435035 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -435101.031250 Penalty: 4038.751953
	Iteration 15Q: 3 clusters Score -435101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -435145.093750 Penalty: 4038.751953
	Iteration 16Q: 3 clusters Score -435145.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -435195.750000 Penalty: 4038.751953
	Iteration 17Q: 3 clusters Score -435195.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -435236.093750 Penalty: 4038.751953
	Iteration 18Q: 3 clusters Score -435236.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -435265.343750 Penalty: 4038.751953
	Iteration 19Q: 3 clusters Score -435265.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -435304.843750 Penalty: 4038.751953
	Iteration 20F: 3 clusters Score -435304.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -435335.843750 Penalty: 4038.751953
	Iteration 21Q: 3 clusters Score -435335.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -435365.156250 Penalty: 4038.751953
	Iteration 22Q: 3 clusters Score -435365.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -435385.625000 Penalty: 4038.751953
	Iteration 23Q: 3 clusters Score -435385.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -435401.562500 Penalty: 4038.751953
	Iteration 24Q: 3 clusters Score -435401.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -435415.062500 Penalty: 4038.751953
	Iteration 25Q: 3 clusters Score -435415.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -435426.625000 Penalty: 4038.751953
	Iteration 26Q: 3 clusters Score -435426.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -435441.781250 Penalty: 4038.751953
	Iteration 27Q: 3 clusters Score -435441.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -435456.156250 Penalty: 4038.751953
	Iteration 28Q: 3 clusters Score -435456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -435462.156250 Penalty: 4038.751953
	Iteration 29Q: 3 clusters Score -435462.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -435473.281250 Penalty: 4038.751953
	Iteration 30Q: 3 clusters Score -435473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -435478.468750 Penalty: 4038.751953
	Iteration 31Q: 3 clusters Score -435478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -435483.875000 Penalty: 4038.751953
	Iteration 32Q: 3 clusters Score -435483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -435487.531250 Penalty: 4038.751953
	Iteration 33Q: 3 clusters Score -435487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -435492.812500 Penalty: 4038.751953
	Iteration 34Q: 3 clusters Score -435492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -435497.093750 Penalty: 4038.751953
	Iteration 35Q: 3 clusters Score -435497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -435500.562500 Penalty: 4038.751953
	Iteration 36Q: 3 clusters Score -435500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -435508.937500 Penalty: 4038.751953
	Iteration 37Q: 3 clusters Score -435508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -435511.281250 Penalty: 4038.751953
	Iteration 38Q: 3 clusters Score -435511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -435515.093750 Penalty: 4038.751953
	Iteration 39Q: 3 clusters Score -435515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -435516.156250 Penalty: 4038.751953
	Iteration 40F: 3 clusters Score -435516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -253789.000000 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -253789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -251145.984375 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -251146 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -251612.437500 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -251612.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -251718.171875 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -251718.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251769.718750 Penalty: 3781.568848
	Iteration 3Q: 3 clusters Score -251769.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -251806.109375 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -251806.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -251831.765625 Penalty: 3781.568848
	Iteration 5Q: 3 clusters Score -251831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -251856.968750 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -251857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -251874.906250 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -251874.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251885.859375 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -251885.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -251895.140625 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -251895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -251900.328125 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -251900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251903.671875 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -251903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -251906.468750 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -251906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251907.656250 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -251907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251908.437500 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -251908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251908.437500 Penalty: 3781.568848
	Iteration 15F: 3 clusters Score -251908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -270713.593750 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -270713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267911.656250 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -267911.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268563.156250 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -268563.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -268786.406250 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -268786.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -268994.312500 Penalty: 3850.036621
	Iteration 3F: 3 clusters Score -268994.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269178.718750 Penalty: 3850.036621
	Iteration 4Q: 3 clusters Score -269178.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -269385.718750 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -269385.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -269591.906250 Penalty: 3850.036621
	Iteration 6F: 3 clusters Score -269591.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -269799.500000 Penalty: 3850.036621
	Iteration 7F: 3 clusters Score -269799.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -269989.687500 Penalty: 3850.036621
	Iteration 8F: 3 clusters Score -269989.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -270158.625000 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -270158.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -270255.218750 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -270255.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -270309.875000 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -270309.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -270331.312500 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -270331.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -270345.031250 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -270345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -270357.625000 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -270357.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -270368.187500 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -270368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -270375.031250 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -270375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -270379.812500 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -270379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -270385.656250 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -270385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -270392.406250 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -270392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -270395.406250 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -270395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -270397.437500 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -270397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -270399.031250 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -270399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -270402.937500 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -270402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270406.718750 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -270406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -270413.250000 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -270413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -270415.062500 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -270415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -270420.281250 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -270420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -270422.468750 Penalty: 3850.036621
	Iteration 28Q: 3 clusters Score -270422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -270426.156250 Penalty: 3850.036621
	Iteration 29Q: 3 clusters Score -270426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -270432.343750 Penalty: 3850.036621
	Iteration 30Q: 3 clusters Score -270432.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -270436.937500 Penalty: 3850.036621
	Iteration 31Q: 3 clusters Score -270436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -270439.968750 Penalty: 3850.036621
	Iteration 32Q: 3 clusters Score -270440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -270442.000000 Penalty: 3850.036621
	Iteration 33Q: 3 clusters Score -270442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -270443.312500 Penalty: 3850.036621
	Iteration 34Q: 3 clusters Score -270443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -270448.656250 Penalty: 3850.036621
	Iteration 35Q: 3 clusters Score -270448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -270452.718750 Penalty: 3850.036621
	Iteration 36Q: 3 clusters Score -270452.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -270457.656250 Penalty: 3850.036621
	Iteration 37Q: 3 clusters Score -270457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270461.812500 Penalty: 3850.036621
	Iteration 38Q: 3 clusters Score -270461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -270466.093750 Penalty: 3850.036621
	Iteration 39Q: 3 clusters Score -270466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -270469.187500 Penalty: 3850.036621
	Iteration 40F: 3 clusters Score -270469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -270471.312500 Penalty: 3850.036621
	Iteration 41Q: 3 clusters Score -270471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -270474.093750 Penalty: 3850.036621
	Iteration 42Q: 3 clusters Score -270474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270476.406250 Penalty: 3850.036621
	Iteration 43Q: 3 clusters Score -270476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270476.406250 Penalty: 3850.036621
	Iteration 44F: 3 clusters Score -270476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Entering Unmasked Estep 
Score: -7936494.500000 Penalty: 2750.623779
	Iteration 0F: 2 clusters Score -7936494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -7892603.000000 Penalty: 5501.247559
	Iteration 0F: 3 clusters Score -7892603 nChanged 30639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -7911259.000000 Penalty: 5501.247559
	Iteration 1F: 3 clusters Score -7911259 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -7915034.500000 Penalty: 5501.247559
	Iteration 2F: 3 clusters Score -7915034 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7920712.500000 Penalty: 5501.247559
	Iteration 3F: 3 clusters Score -7920712 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -7926987.000000 Penalty: 5501.247559
	Iteration 4F: 3 clusters Score -7926987 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -7931981.000000 Penalty: 5501.247559
	Iteration 5F: 3 clusters Score -7931981 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -7934673.000000 Penalty: 5501.247559
	Iteration 6F: 3 clusters Score -7934673 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -7935818.500000 Penalty: 5501.247559
	Iteration 7Q: 3 clusters Score -7935818 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -7936381.000000 Penalty: 5501.247559
	Iteration 8Q: 3 clusters Score -7936381 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -7936811.000000 Penalty: 5501.247559
	Iteration 9Q: 3 clusters Score -7936811 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -7937352.000000 Penalty: 5501.247559
	Iteration 10Q: 3 clusters Score -7937352 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -7938117.500000 Penalty: 5501.247559
	Iteration 11Q: 3 clusters Score -7938118 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -7939366.000000 Penalty: 5501.247559
	Iteration 12Q: 3 clusters Score -7939366 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -7940737.000000 Penalty: 5501.247559
	Iteration 13Q: 3 clusters Score -7940737 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -7941353.500000 Penalty: 5501.247559
	Iteration 14Q: 3 clusters Score -7941354 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -7941618.000000 Penalty: 5501.247559
	Iteration 15Q: 3 clusters Score -7941618 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7941709.000000 Penalty: 5501.247559
	Iteration 16Q: 3 clusters Score -7941709 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7941788.000000 Penalty: 5501.247559
	Iteration 17Q: 3 clusters Score -7941788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -7941832.500000 Penalty: 5501.247559
	Iteration 18Q: 3 clusters Score -7941832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7941866.000000 Penalty: 5501.247559
	Iteration 19Q: 3 clusters Score -7941866 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7941885.500000 Penalty: 5501.247559
	Iteration 20F: 3 clusters Score -7941886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -7941917.000000 Penalty: 5501.247559
	Iteration 21Q: 3 clusters Score -7941917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -7941920.500000 Penalty: 5501.247559
	Iteration 22Q: 3 clusters Score -7941920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7941921.500000 Penalty: 5501.247559
	Iteration 23Q: 3 clusters Score -7941922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -7941934.500000 Penalty: 5501.247559
	Iteration 24Q: 3 clusters Score -7941934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7941929.500000 Penalty: 5501.247559
	Iteration 25Q: 3 clusters Score -7941930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7941945.000000 Penalty: 5501.247559
	Iteration 26Q: 3 clusters Score -7941945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7941957.500000 Penalty: 5501.247559
	Iteration 27Q: 3 clusters Score -7941958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -7941948.500000 Penalty: 5501.247559
	Iteration 28Q: 3 clusters Score -7941948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -7941947.000000 Penalty: 5501.247559
	Iteration 29Q: 3 clusters Score -7941947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7941948.500000 Penalty: 5501.247559
	Iteration 30Q: 3 clusters Score -7941948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7941952.000000 Penalty: 5501.247559
	Iteration 31Q: 3 clusters Score -7941952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7941957.500000 Penalty: 5501.247559
	Iteration 32Q: 3 clusters Score -7941958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7941957.500000 Penalty: 5501.247559
	Iteration 33F: 3 clusters Score -7941958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167743 members 
Mstep: Class 3 contains 37827 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 142850 members 
Mstep: Class 8 contains 15689 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 148344 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 219022 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 61242 members 
Entering Unmasked Estep 
Score: -105700816.000000 Penalty: 74535.210938
Splitting cluster 22 changes total score from -105695088.000000 to -105700816.000000
So it's getting split into cluster 18.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167743 members 
Mstep: Class 3 contains 37827 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 8 contains 15689 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 148344 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 219022 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 61242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105704704.000000 Penalty: 74535.210938
Iteration 39Q: 23 clusters Score -1.057047e+08 nChanged 21181
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 171694 members 
Mstep: Class 3 contains 36737 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 718 members 
Mstep: Class 7 contains 144780 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 148465 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 213480 members 
Mstep: Class 17 contains 18539 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 3524 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 62428 members 
Entering Unmasked Estep 
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Score: -105705304.000000 Penalty: 74535.210938
Iteration 40F: 23 clusters Score -1.057053e+08 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 173702 members 
Mstep: Class 3 contains 35931 members 
Mstep: Class 4 contains 741 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 147084 members 
Mstep: Class 8 contains 15150 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 148490 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 1380 members 
Mstep: Class 16 contains 209376 members 
Mstep: Class 17 contains 18256 members 
Mstep: Class 18 contains 4407 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 63151 members 
Entering Unmasked Estep 
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Iteration 41Q: 23 clusters Score -1.057063e+08 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 173641 members 
Mstep: Class 3 contains 35355 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 149634 members 
Mstep: Class 8 contains 14946 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 4745 members 
Mstep: Class 12 contains 148862 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 206511 members 
Mstep: Class 17 contains 17990 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 63675 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -1.057077e+08 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 172016 members 
Mstep: Class 3 contains 34986 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 152382 members 
Mstep: Class 8 contains 14737 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 149366 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 7302 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 204671 members 
Mstep: Class 17 contains 17770 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 64122 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -1.057092e+08 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 169237 members 
Mstep: Class 3 contains 34622 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 155278 members 
Mstep: Class 8 contains 14534 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 8328 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 150038 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 7296 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 203589 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 4759 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 64525 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -1.057112e+08 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 166138 members 
Mstep: Class 3 contains 34347 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 157993 members 
Mstep: Class 8 contains 14294 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 12 contains 150733 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 202853 members 
Mstep: Class 17 contains 17421 members 
Mstep: Class 18 contains 4928 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 20 contains 2075 members 
Mstep: Class 21 contains 2319 members 
Mstep: Class 22 contains 64915 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -1.057124e+08 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 163024 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 4 contains 804 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 160563 members 
Mstep: Class 8 contains 14086 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 151338 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 202337 members 
Mstep: Class 17 contains 17235 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 65330 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -1.057134e+08 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 160316 members 
Mstep: Class 3 contains 33737 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 162754 members 
Mstep: Class 8 contains 13906 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 8966 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 151856 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 202003 members 
Mstep: Class 17 contains 17053 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 2352 members 
Mstep: Class 22 contains 65751 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -1.057146e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 157940 members 
Mstep: Class 3 contains 33348 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 164492 members 
Mstep: Class 8 contains 13748 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 5183 members 
Mstep: Class 12 contains 152351 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 201782 members 
Mstep: Class 17 contains 16915 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 66167 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -1.057149e+08 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 155968 members 
Mstep: Class 3 contains 32938 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 165783 members 
Mstep: Class 8 contains 13601 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 152806 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 201805 members 
Mstep: Class 17 contains 16751 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 2111 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 66524 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -1.057153e+08 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154515 members 
Mstep: Class 3 contains 32478 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 166480 members 
Mstep: Class 8 contains 13467 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 153413 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 201882 members 
Mstep: Class 17 contains 16582 members 
Mstep: Class 18 contains 5565 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 66849 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -1.057163e+08 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153491 members 
Mstep: Class 3 contains 32059 members 
Mstep: Class 4 contains 821 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 166731 members 
Mstep: Class 8 contains 13354 members 
Mstep: Class 9 contains 7828 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 153971 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 7247 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 202021 members 
Mstep: Class 17 contains 16427 members 
Mstep: Class 18 contains 5637 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 67183 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -1.05717e+08 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 152783 members 
Mstep: Class 3 contains 31676 members 
Mstep: Class 4 contains 822 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 166642 members 
Mstep: Class 8 contains 13238 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 154465 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 7221 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 202239 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 67499 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -1.057169e+08 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 152336 members 
Mstep: Class 3 contains 31359 members 
Mstep: Class 4 contains 822 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 166366 members 
Mstep: Class 8 contains 13108 members 
Mstep: Class 9 contains 7954 members 
Mstep: Class 10 contains 9732 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 154898 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 202466 members 
Mstep: Class 17 contains 16145 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 67809 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -1.057179e+08 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 152116 members 
Mstep: Class 3 contains 31073 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 166059 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 5563 members 
Mstep: Class 12 contains 155284 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 202527 members 
Mstep: Class 17 contains 16000 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 68101 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.057185e+08 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 151956 members 
Mstep: Class 3 contains 30854 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 165689 members 
Mstep: Class 8 contains 12895 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 9958 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 155704 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 7073 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 202533 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 68362 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -1.057185e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 151987 members 
Mstep: Class 3 contains 30628 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 165268 members 
Mstep: Class 8 contains 12814 members 
Mstep: Class 9 contains 8033 members 
Mstep: Class 10 contains 10055 members 
Mstep: Class 11 contains 5684 members 
Mstep: Class 12 contains 156171 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 7005 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 202434 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 68605 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.057188e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 152152 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 164874 members 
Mstep: Class 8 contains 12741 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 156567 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 6929 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 202245 members 
Mstep: Class 17 contains 15563 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 68820 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -1.05719e+08 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 152417 members 
Mstep: Class 3 contains 30248 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 164494 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 8022 members 
Mstep: Class 10 contains 10213 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 156953 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 6871 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 201979 members 
Mstep: Class 17 contains 15449 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 69007 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -1.057198e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 152701 members 
Mstep: Class 3 contains 30146 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 164127 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 157277 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 201747 members 
Mstep: Class 17 contains 15313 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 69141 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -1.0572e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153109 members 
Mstep: Class 3 contains 30033 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 163797 members 
Mstep: Class 8 contains 12526 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 157502 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 201420 members 
Mstep: Class 17 contains 15173 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 5507 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 69281 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -1.057206e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153529 members 
Mstep: Class 3 contains 29934 members 
Mstep: Class 4 contains 827 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 163427 members 
Mstep: Class 8 contains 12480 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 5896 members 
Mstep: Class 12 contains 157723 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 201056 members 
Mstep: Class 17 contains 15060 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 69413 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -1.05721e+08 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153999 members 
Mstep: Class 3 contains 29824 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 163111 members 
Mstep: Class 8 contains 12439 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 10 contains 10438 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 157929 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 14 contains 6720 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 200638 members 
Mstep: Class 17 contains 14934 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 69561 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -1.057214e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154407 members 
Mstep: Class 3 contains 29750 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162832 members 
Mstep: Class 8 contains 12401 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 158072 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 200227 members 
Mstep: Class 17 contains 14836 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 5791 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 69695 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -1.057219e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154747 members 
Mstep: Class 3 contains 29699 members 
Mstep: Class 4 contains 830 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162675 members 
Mstep: Class 8 contains 12361 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 10536 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 158147 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 199832 members 
Mstep: Class 17 contains 14742 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5878 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 69839 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.057222e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155023 members 
Mstep: Class 3 contains 29635 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162544 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 158270 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 6627 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 199467 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 69985 members 
Entering Unmasked Estep 
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Score: -105722280.000000 Penalty: 74535.210938
Iteration 65Q: 23 clusters Score -1.057223e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155275 members 
Mstep: Class 3 contains 29583 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162393 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 158358 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 6591 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 199135 members 
Mstep: Class 17 contains 14509 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 6094 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 70117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105722608.000000 Penalty: 74535.210938
Iteration 66Q: 23 clusters Score -1.057226e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155475 members 
Mstep: Class 3 contains 29520 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162306 members 
Mstep: Class 8 contains 12278 members 
Mstep: Class 9 contains 7922 members 
Mstep: Class 10 contains 10676 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 158405 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 198780 members 
Mstep: Class 17 contains 14389 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 6210 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 70280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723224.000000 Penalty: 74535.210938
Iteration 67Q: 23 clusters Score -1.057232e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155618 members 
Mstep: Class 3 contains 29501 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162257 members 
Mstep: Class 8 contains 12262 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 10724 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 158435 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 198472 members 
Mstep: Class 17 contains 14254 members 
Mstep: Class 18 contains 6552 members 
Mstep: Class 19 contains 6323 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 70430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723608.000000 Penalty: 74535.210938
Iteration 68Q: 23 clusters Score -1.057236e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155748 members 
Mstep: Class 3 contains 29468 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162240 members 
Mstep: Class 8 contains 12227 members 
Mstep: Class 9 contains 7859 members 
Mstep: Class 10 contains 10759 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 158507 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 6526 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 198174 members 
Mstep: Class 17 contains 14134 members 
Mstep: Class 18 contains 6591 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 70577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105723800.000000 Penalty: 74535.210938
Iteration 69Q: 23 clusters Score -1.057238e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155839 members 
Mstep: Class 3 contains 29463 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162224 members 
Mstep: Class 8 contains 12206 members 
Mstep: Class 9 contains 7828 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 158571 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 6477 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 197865 members 
Mstep: Class 17 contains 14033 members 
Mstep: Class 18 contains 6633 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 70728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724216.000000 Penalty: 74535.210938
Iteration 70Q: 23 clusters Score -1.057242e+08 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155941 members 
Mstep: Class 3 contains 29435 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162156 members 
Mstep: Class 8 contains 12185 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 10869 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 158635 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 197591 members 
Mstep: Class 17 contains 13932 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 70862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724280.000000 Penalty: 74535.210938
Iteration 71Q: 23 clusters Score -1.057243e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155994 members 
Mstep: Class 3 contains 29482 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162129 members 
Mstep: Class 8 contains 12159 members 
Mstep: Class 9 contains 7778 members 
Mstep: Class 10 contains 10924 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 158694 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 6401 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 197314 members 
Mstep: Class 17 contains 13840 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 6660 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 70980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724584.000000 Penalty: 74535.210938
Iteration 72Q: 23 clusters Score -1.057246e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156032 members 
Mstep: Class 3 contains 29567 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162077 members 
Mstep: Class 8 contains 12127 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 10990 members 
Mstep: Class 11 contains 6473 members 
Mstep: Class 12 contains 158685 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 6370 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 197060 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 71117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724456.000000 Penalty: 74535.210938
Iteration 73Q: 23 clusters Score -1.057245e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156048 members 
Mstep: Class 3 contains 29637 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162025 members 
Mstep: Class 8 contains 12102 members 
Mstep: Class 9 contains 7748 members 
Mstep: Class 10 contains 11055 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 158706 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 6331 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 196858 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 6776 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 71253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724744.000000 Penalty: 74535.210938
Iteration 74Q: 23 clusters Score -1.057247e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156032 members 
Mstep: Class 3 contains 29655 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162015 members 
Mstep: Class 8 contains 12076 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 158744 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 196660 members 
Mstep: Class 17 contains 13493 members 
Mstep: Class 18 contains 6829 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 2165 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 71394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724640.000000 Penalty: 74535.210938
Iteration 75Q: 23 clusters Score -1.057246e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156011 members 
Mstep: Class 3 contains 29679 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162034 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 9 contains 7758 members 
Mstep: Class 10 contains 11193 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 158767 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 196466 members 
Mstep: Class 17 contains 13390 members 
Mstep: Class 18 contains 6858 members 
Mstep: Class 19 contains 6868 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 71530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724792.000000 Penalty: 74535.210938
Iteration 76Q: 23 clusters Score -1.057248e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156015 members 
Mstep: Class 3 contains 29702 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162024 members 
Mstep: Class 8 contains 12023 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 11248 members 
Mstep: Class 11 contains 6634 members 
Mstep: Class 12 contains 158827 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 196283 members 
Mstep: Class 17 contains 13284 members 
Mstep: Class 18 contains 6888 members 
Mstep: Class 19 contains 6914 members 
Mstep: Class 20 contains 2169 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 71640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105724904.000000 Penalty: 74535.210938
Iteration 77Q: 23 clusters Score -1.057249e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156061 members 
Mstep: Class 3 contains 29694 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161978 members 
Mstep: Class 8 contains 12002 members 
Mstep: Class 9 contains 7749 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 11 contains 6670 members 
Mstep: Class 12 contains 158890 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 196118 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 6991 members 
Mstep: Class 20 contains 2169 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 71728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105725024.000000 Penalty: 74535.210938
Iteration 78Q: 23 clusters Score -1.05725e+08 nChanged 2947
Entering ConstructFrom: 
Score: -105725024.000000 Penalty: 74535.210938
Entering ConstructFrom: 
Trying to split cluster 1 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -127960.992188 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -127961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125919.070312 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -125919.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126522.718750 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -126522.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127019.468750 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -127019.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127697.609375 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -127697.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128469.500000 Penalty: 3519.973633
	Iteration 4F: 3 clusters Score -128469.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129131.757812 Penalty: 3519.973633
	Iteration 5F: 3 clusters Score -129131.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129262.500000 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -129262.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129316.421875 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -129316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129403.460938 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -129403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129573.187500 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -129573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129806.835938 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -129806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129920.070312 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -129920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129927.781250 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -129927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129932.710938 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -129932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129936.289062 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -129936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129938.078125 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -129938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129940.085938 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -129940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129942.601562 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -129942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129942.601562 Penalty: 3519.973633
	Iteration 18F: 3 clusters Score -129942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156050 members 
Mstep: Class 3 contains 29700 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162012 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 158913 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 195950 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 6936 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 71820 members 
Mstep: Class 23 contains 548 members 
Entering Unmasked Estep 
Score: -105725488.000000 Penalty: 77923.179688
Splitting cluster 1 changes total score from -105725024.000000 to -105725488.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (156050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Entering Unmasked Estep 
Score: -19719388.000000 Penalty: 2965.566895
	Iteration 0F: 2 clusters Score -1.971939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -19616842.000000 Penalty: 5931.133789
	Iteration 0F: 3 clusters Score -1.961684e+07 nChanged 74645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -19660154.000000 Penalty: 5931.133789
	Iteration 1F: 3 clusters Score -1.966015e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -19661572.000000 Penalty: 5931.133789
	Iteration 2Q: 3 clusters Score -1.966157e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -19663622.000000 Penalty: 5931.133789
	Iteration 3Q: 3 clusters Score -1.966362e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -19666492.000000 Penalty: 5931.133789
	Iteration 4Q: 3 clusters Score -1.966649e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -19670668.000000 Penalty: 5931.133789
	Iteration 5Q: 3 clusters Score -1.967067e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -19675822.000000 Penalty: 5931.133789
	Iteration 6F: 3 clusters Score -1.967582e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -19683264.000000 Penalty: 5931.133789
	Iteration 7F: 3 clusters Score -1.968326e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -19692096.000000 Penalty: 5931.133789
	Iteration 8F: 3 clusters Score -1.96921e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -19699638.000000 Penalty: 5931.133789
	Iteration 9F: 3 clusters Score -1.969964e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -19702716.000000 Penalty: 5931.133789
	Iteration 10Q: 3 clusters Score -1.970272e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -19703940.000000 Penalty: 5931.133789
	Iteration 11Q: 3 clusters Score -1.970394e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -19704572.000000 Penalty: 5931.133789
	Iteration 12Q: 3 clusters Score -1.970457e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -19705210.000000 Penalty: 5931.133789
	Iteration 13Q: 3 clusters Score -1.970521e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -19705664.000000 Penalty: 5931.133789
	Iteration 14Q: 3 clusters Score -1.970566e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -19706032.000000 Penalty: 5931.133789
	Iteration 15Q: 3 clusters Score -1.970603e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -19706434.000000 Penalty: 5931.133789
	Iteration 16Q: 3 clusters Score -1.970643e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -19706556.000000 Penalty: 5931.133789
	Iteration 17Q: 3 clusters Score -1.970656e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -19706782.000000 Penalty: 5931.133789
	Iteration 18Q: 3 clusters Score -1.970678e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -19706914.000000 Penalty: 5931.133789
	Iteration 19Q: 3 clusters Score -1.970691e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -19707060.000000 Penalty: 5931.133789
	Iteration 20F: 3 clusters Score -1.970706e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -19707184.000000 Penalty: 5931.133789
	Iteration 21Q: 3 clusters Score -1.970718e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -19707264.000000 Penalty: 5931.133789
	Iteration 22Q: 3 clusters Score -1.970726e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -19707360.000000 Penalty: 5931.133789
	Iteration 23Q: 3 clusters Score -1.970736e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -19707470.000000 Penalty: 5931.133789
	Iteration 24Q: 3 clusters Score -1.970747e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -19707554.000000 Penalty: 5931.133789
	Iteration 25Q: 3 clusters Score -1.970755e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -19707686.000000 Penalty: 5931.133789
	Iteration 26Q: 3 clusters Score -1.970769e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -19707764.000000 Penalty: 5931.133789
	Iteration 27Q: 3 clusters Score -1.970776e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -19707904.000000 Penalty: 5931.133789
	Iteration 28Q: 3 clusters Score -1.97079e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -19707992.000000 Penalty: 5931.133789
	Iteration 29Q: 3 clusters Score -1.970799e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -19708056.000000 Penalty: 5931.133789
	Iteration 30Q: 3 clusters Score -1.970806e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -19708238.000000 Penalty: 5931.133789
	Iteration 31Q: 3 clusters Score -1.970824e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -19708438.000000 Penalty: 5931.133789
	Iteration 32Q: 3 clusters Score -1.970844e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -19708648.000000 Penalty: 5931.133789
	Iteration 33Q: 3 clusters Score -1.970865e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -19708720.000000 Penalty: 5931.133789
	Iteration 34Q: 3 clusters Score -1.970872e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112517 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -19708870.000000 Penalty: 5931.133789
	Iteration 35Q: 3 clusters Score -1.970887e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -19709160.000000 Penalty: 5931.133789
	Iteration 36Q: 3 clusters Score -1.970916e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -19709426.000000 Penalty: 5931.133789
	Iteration 37Q: 3 clusters Score -1.970943e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -19709698.000000 Penalty: 5931.133789
	Iteration 38Q: 3 clusters Score -1.97097e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -19709972.000000 Penalty: 5931.133789
	Iteration 39Q: 3 clusters Score -1.970997e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119614 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -19710208.000000 Penalty: 5931.133789
	Iteration 40F: 3 clusters Score -1.971021e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -19710534.000000 Penalty: 5931.133789
	Iteration 41Q: 3 clusters Score -1.971053e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122531 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -19710858.000000 Penalty: 5931.133789
	Iteration 42Q: 3 clusters Score -1.971086e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -19711104.000000 Penalty: 5931.133789
	Iteration 43Q: 3 clusters Score -1.97111e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -19711300.000000 Penalty: 5931.133789
	Iteration 44Q: 3 clusters Score -1.97113e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126982 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -19711650.000000 Penalty: 5931.133789
	Iteration 45Q: 3 clusters Score -1.971165e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128389 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -19711972.000000 Penalty: 5931.133789
	Iteration 46Q: 3 clusters Score -1.971197e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129838 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -19712268.000000 Penalty: 5931.133789
	Iteration 47Q: 3 clusters Score -1.971227e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131236 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -19712592.000000 Penalty: 5931.133789
	Iteration 48Q: 3 clusters Score -1.971259e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -19712870.000000 Penalty: 5931.133789
	Iteration 49Q: 3 clusters Score -1.971287e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -19713258.000000 Penalty: 5931.133789
	Iteration 50Q: 3 clusters Score -1.971326e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135437 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -19713700.000000 Penalty: 5931.133789
	Iteration 51Q: 3 clusters Score -1.97137e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -19714120.000000 Penalty: 5931.133789
	Iteration 52Q: 3 clusters Score -1.971412e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -19714446.000000 Penalty: 5931.133789
	Iteration 53Q: 3 clusters Score -1.971445e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -19714778.000000 Penalty: 5931.133789
	Iteration 54Q: 3 clusters Score -1.971478e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -19715206.000000 Penalty: 5931.133789
	Iteration 55Q: 3 clusters Score -1.971521e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141718 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -19715506.000000 Penalty: 5931.133789
	Iteration 56Q: 3 clusters Score -1.971551e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -19715650.000000 Penalty: 5931.133789
	Iteration 57Q: 3 clusters Score -1.971565e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -19715932.000000 Penalty: 5931.133789
	Iteration 58Q: 3 clusters Score -1.971593e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -19716088.000000 Penalty: 5931.133789
	Iteration 59Q: 3 clusters Score -1.971609e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145930 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -19716364.000000 Penalty: 5931.133789
	Iteration 60F: 3 clusters Score -1.971636e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -19716558.000000 Penalty: 5931.133789
	Iteration 61Q: 3 clusters Score -1.971656e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -19716808.000000 Penalty: 5931.133789
	Iteration 62Q: 3 clusters Score -1.971681e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -19716948.000000 Penalty: 5931.133789
	Iteration 63Q: 3 clusters Score -1.971695e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149502 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -19717090.000000 Penalty: 5931.133789
	Iteration 64Q: 3 clusters Score -1.971709e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -19717260.000000 Penalty: 5931.133789
	Iteration 65Q: 3 clusters Score -1.971726e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -19717404.000000 Penalty: 5931.133789
	Iteration 66Q: 3 clusters Score -1.97174e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -19717432.000000 Penalty: 5931.133789
	Iteration 67Q: 3 clusters Score -1.971743e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -19717396.000000 Penalty: 5931.133789
	Iteration 68Q: 3 clusters Score -1.97174e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -19717424.000000 Penalty: 5931.133789
	Iteration 69Q: 3 clusters Score -1.971742e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152514 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -19717456.000000 Penalty: 5931.133789
	Iteration 70Q: 3 clusters Score -1.971746e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -19717458.000000 Penalty: 5931.133789
	Iteration 71Q: 3 clusters Score -1.971746e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19717524.000000 Penalty: 5931.133789
	Iteration 72Q: 3 clusters Score -1.971752e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -19717492.000000 Penalty: 5931.133789
	Iteration 73Q: 3 clusters Score -1.971749e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19717498.000000 Penalty: 5931.133789
	Iteration 74Q: 3 clusters Score -1.97175e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -19717538.000000 Penalty: 5931.133789
	Iteration 75Q: 3 clusters Score -1.971754e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153672 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19717524.000000 Penalty: 5931.133789
	Iteration 76Q: 3 clusters Score -1.971752e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -19717524.000000 Penalty: 5931.133789
	Iteration 77Q: 3 clusters Score -1.971752e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19717550.000000 Penalty: 5931.133789
	Iteration 78Q: 3 clusters Score -1.971755e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19717522.000000 Penalty: 5931.133789
	Iteration 79Q: 3 clusters Score -1.971752e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154013 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19717526.000000 Penalty: 5931.133789
	Iteration 80F: 3 clusters Score -1.971753e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -19717520.000000 Penalty: 5931.133789
	Iteration 81Q: 3 clusters Score -1.971752e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -19717520.000000 Penalty: 5931.133789
	Iteration 82Q: 3 clusters Score -1.971752e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19717526.000000 Penalty: 5931.133789
	Iteration 83Q: 3 clusters Score -1.971753e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19717486.000000 Penalty: 5931.133789
	Iteration 84Q: 3 clusters Score -1.971749e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19717502.000000 Penalty: 5931.133789
	Iteration 85Q: 3 clusters Score -1.97175e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19717506.000000 Penalty: 5931.133789
	Iteration 86Q: 3 clusters Score -1.971751e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19717544.000000 Penalty: 5931.133789
	Iteration 87Q: 3 clusters Score -1.971754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19717520.000000 Penalty: 5931.133789
	Iteration 88Q: 3 clusters Score -1.971752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19717526.000000 Penalty: 5931.133789
	Iteration 89Q: 3 clusters Score -1.971753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154498 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19717522.000000 Penalty: 5931.133789
	Iteration 90Q: 3 clusters Score -1.971752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19717526.000000 Penalty: 5931.133789
	Iteration 91Q: 3 clusters Score -1.971753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19717534.000000 Penalty: 5931.133789
	Iteration 92Q: 3 clusters Score -1.971753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19717534.000000 Penalty: 5931.133789
	Iteration 93Q: 3 clusters Score -1.971753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -19717536.000000 Penalty: 5931.133789
	Iteration 94Q: 3 clusters Score -1.971754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19717554.000000 Penalty: 5931.133789
	Iteration 95Q: 3 clusters Score -1.971755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154622 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19717536.000000 Penalty: 5931.133789
	Iteration 96Q: 3 clusters Score -1.971754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19717504.000000 Penalty: 5931.133789
	Iteration 97Q: 3 clusters Score -1.97175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -19717498.000000 Penalty: 5931.133789
	Iteration 98Q: 3 clusters Score -1.97175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19717478.000000 Penalty: 5931.133789
	Iteration 99Q: 3 clusters Score -1.971748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19717488.000000 Penalty: 5931.133789
	Iteration 100F: 3 clusters Score -1.971749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19717478.000000 Penalty: 5931.133789
	Iteration 101Q: 3 clusters Score -1.971748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -19717474.000000 Penalty: 5931.133789
	Iteration 102Q: 3 clusters Score -1.971747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -19717478.000000 Penalty: 5931.133789
	Iteration 103Q: 3 clusters Score -1.971748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19717486.000000 Penalty: 5931.133789
	Iteration 104Q: 3 clusters Score -1.971749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19717486.000000 Penalty: 5931.133789
	Iteration 105Q: 3 clusters Score -1.971749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19717488.000000 Penalty: 5931.133789
	Iteration 106Q: 3 clusters Score -1.971749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154771 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19717466.000000 Penalty: 5931.133789
	Iteration 107Q: 3 clusters Score -1.971747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19717478.000000 Penalty: 5931.133789
	Iteration 108Q: 3 clusters Score -1.971748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19717482.000000 Penalty: 5931.133789
	Iteration 109Q: 3 clusters Score -1.971748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -19717492.000000 Penalty: 5931.133789
	Iteration 110Q: 3 clusters Score -1.971749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19717492.000000 Penalty: 5931.133789
	Iteration 111Q: 3 clusters Score -1.971749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19717484.000000 Penalty: 5931.133789
	Iteration 112Q: 3 clusters Score -1.971748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19717484.000000 Penalty: 5931.133789
	Iteration 113F: 3 clusters Score -1.971748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Entering Unmasked Estep 
Score: -3833349.250000 Penalty: 2554.127930
	Iteration 0F: 2 clusters Score -3833349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3812966.500000 Penalty: 5108.255859
	Iteration 0F: 3 clusters Score -3812966 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3820064.750000 Penalty: 5108.255859
	Iteration 1F: 3 clusters Score -3820065 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3820581.000000 Penalty: 5108.255859
	Iteration 2F: 3 clusters Score -3820581 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3821046.000000 Penalty: 5108.255859
	Iteration 3Q: 3 clusters Score -3821046 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3821481.750000 Penalty: 5108.255859
	Iteration 4Q: 3 clusters Score -3821482 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3821978.250000 Penalty: 5108.255859
	Iteration 5Q: 3 clusters Score -3821978 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3822574.750000 Penalty: 5108.255859
	Iteration 6Q: 3 clusters Score -3822575 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3823318.000000 Penalty: 5108.255859
	Iteration 7Q: 3 clusters Score -3823318 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3824378.500000 Penalty: 5108.255859
	Iteration 8F: 3 clusters Score -3824378 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3825665.000000 Penalty: 5108.255859
	Iteration 9F: 3 clusters Score -3825665 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3826910.750000 Penalty: 5108.255859
	Iteration 10F: 3 clusters Score -3826911 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3827596.750000 Penalty: 5108.255859
	Iteration 11Q: 3 clusters Score -3827597 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3827921.000000 Penalty: 5108.255859
	Iteration 12Q: 3 clusters Score -3827921 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3828075.000000 Penalty: 5108.255859
	Iteration 13Q: 3 clusters Score -3828075 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3828208.250000 Penalty: 5108.255859
	Iteration 14Q: 3 clusters Score -3828208 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3828307.750000 Penalty: 5108.255859
	Iteration 15Q: 3 clusters Score -3828308 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3828385.750000 Penalty: 5108.255859
	Iteration 16Q: 3 clusters Score -3828386 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3828458.250000 Penalty: 5108.255859
	Iteration 17Q: 3 clusters Score -3828458 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3828524.500000 Penalty: 5108.255859
	Iteration 18Q: 3 clusters Score -3828524 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3828568.500000 Penalty: 5108.255859
	Iteration 19Q: 3 clusters Score -3828568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3828589.500000 Penalty: 5108.255859
	Iteration 20F: 3 clusters Score -3828590 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3828630.250000 Penalty: 5108.255859
	Iteration 21Q: 3 clusters Score -3828630 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3828653.250000 Penalty: 5108.255859
	Iteration 22Q: 3 clusters Score -3828653 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3828700.500000 Penalty: 5108.255859
	Iteration 23Q: 3 clusters Score -3828700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3828729.000000 Penalty: 5108.255859
	Iteration 24Q: 3 clusters Score -3828729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3828761.250000 Penalty: 5108.255859
	Iteration 25Q: 3 clusters Score -3828761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3828794.500000 Penalty: 5108.255859
	Iteration 26Q: 3 clusters Score -3828794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3828824.750000 Penalty: 5108.255859
	Iteration 27Q: 3 clusters Score -3828825 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3828853.500000 Penalty: 5108.255859
	Iteration 28Q: 3 clusters Score -3828854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3828881.000000 Penalty: 5108.255859
	Iteration 29Q: 3 clusters Score -3828881 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3828922.750000 Penalty: 5108.255859
	Iteration 30Q: 3 clusters Score -3828923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3828940.750000 Penalty: 5108.255859
	Iteration 31Q: 3 clusters Score -3828941 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3828976.500000 Penalty: 5108.255859
	Iteration 32Q: 3 clusters Score -3828976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3829007.250000 Penalty: 5108.255859
	Iteration 33Q: 3 clusters Score -3829007 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3829019.500000 Penalty: 5108.255859
	Iteration 34Q: 3 clusters Score -3829020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3829058.500000 Penalty: 5108.255859
	Iteration 35Q: 3 clusters Score -3829058 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3829099.500000 Penalty: 5108.255859
	Iteration 36Q: 3 clusters Score -3829100 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3829134.750000 Penalty: 5108.255859
	Iteration 37Q: 3 clusters Score -3829135 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3829171.750000 Penalty: 5108.255859
	Iteration 38Q: 3 clusters Score -3829172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3829237.000000 Penalty: 5108.255859
	Iteration 39Q: 3 clusters Score -3829237 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3829280.000000 Penalty: 5108.255859
	Iteration 40F: 3 clusters Score -3829280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3829317.250000 Penalty: 5108.255859
	Iteration 41Q: 3 clusters Score -3829317 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3829345.000000 Penalty: 5108.255859
	Iteration 42Q: 3 clusters Score -3829345 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3829377.750000 Penalty: 5108.255859
	Iteration 43Q: 3 clusters Score -3829378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3829437.000000 Penalty: 5108.255859
	Iteration 44Q: 3 clusters Score -3829437 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3829482.500000 Penalty: 5108.255859
	Iteration 45Q: 3 clusters Score -3829482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3829510.000000 Penalty: 5108.255859
	Iteration 46Q: 3 clusters Score -3829510 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3829556.000000 Penalty: 5108.255859
	Iteration 47Q: 3 clusters Score -3829556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3829616.000000 Penalty: 5108.255859
	Iteration 48Q: 3 clusters Score -3829616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3829675.000000 Penalty: 5108.255859
	Iteration 49Q: 3 clusters Score -3829675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3829732.000000 Penalty: 5108.255859
	Iteration 50Q: 3 clusters Score -3829732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3829799.750000 Penalty: 5108.255859
	Iteration 51Q: 3 clusters Score -3829800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3829872.250000 Penalty: 5108.255859
	Iteration 52Q: 3 clusters Score -3829872 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3829929.000000 Penalty: 5108.255859
	Iteration 53Q: 3 clusters Score -3829929 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3830006.250000 Penalty: 5108.255859
	Iteration 54Q: 3 clusters Score -3830006 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3830052.750000 Penalty: 5108.255859
	Iteration 55Q: 3 clusters Score -3830053 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3830121.250000 Penalty: 5108.255859
	Iteration 56Q: 3 clusters Score -3830121 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3830193.250000 Penalty: 5108.255859
	Iteration 57Q: 3 clusters Score -3830193 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3830265.500000 Penalty: 5108.255859
	Iteration 58Q: 3 clusters Score -3830266 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3830322.000000 Penalty: 5108.255859
	Iteration 59Q: 3 clusters Score -3830322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3830388.250000 Penalty: 5108.255859
	Iteration 60F: 3 clusters Score -3830388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3830441.000000 Penalty: 5108.255859
	Iteration 61Q: 3 clusters Score -3830441 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3830496.250000 Penalty: 5108.255859
	Iteration 62Q: 3 clusters Score -3830496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3830542.500000 Penalty: 5108.255859
	Iteration 63Q: 3 clusters Score -3830542 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3830575.750000 Penalty: 5108.255859
	Iteration 64Q: 3 clusters Score -3830576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3830616.500000 Penalty: 5108.255859
	Iteration 65Q: 3 clusters Score -3830616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3830660.000000 Penalty: 5108.255859
	Iteration 66Q: 3 clusters Score -3830660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3830693.000000 Penalty: 5108.255859
	Iteration 67Q: 3 clusters Score -3830693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3830732.750000 Penalty: 5108.255859
	Iteration 68Q: 3 clusters Score -3830733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3830754.500000 Penalty: 5108.255859
	Iteration 69Q: 3 clusters Score -3830754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3830784.500000 Penalty: 5108.255859
	Iteration 70Q: 3 clusters Score -3830784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3830809.500000 Penalty: 5108.255859
	Iteration 71Q: 3 clusters Score -3830810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3830831.500000 Penalty: 5108.255859
	Iteration 72Q: 3 clusters Score -3830832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3830850.250000 Penalty: 5108.255859
	Iteration 73Q: 3 clusters Score -3830850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3830853.750000 Penalty: 5108.255859
	Iteration 74Q: 3 clusters Score -3830854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3830870.750000 Penalty: 5108.255859
	Iteration 75Q: 3 clusters Score -3830871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3830869.750000 Penalty: 5108.255859
	Iteration 76Q: 3 clusters Score -3830870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3830868.750000 Penalty: 5108.255859
	Iteration 77Q: 3 clusters Score -3830869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3830884.000000 Penalty: 5108.255859
	Iteration 78Q: 3 clusters Score -3830884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3830903.750000 Penalty: 5108.255859
	Iteration 79Q: 3 clusters Score -3830904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3830915.500000 Penalty: 5108.255859
	Iteration 80F: 3 clusters Score -3830916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3830932.000000 Penalty: 5108.255859
	Iteration 81Q: 3 clusters Score -3830932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3830936.750000 Penalty: 5108.255859
	Iteration 82Q: 3 clusters Score -3830937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3830949.250000 Penalty: 5108.255859
	Iteration 83Q: 3 clusters Score -3830949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3830960.750000 Penalty: 5108.255859
	Iteration 84Q: 3 clusters Score -3830961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3830974.000000 Penalty: 5108.255859
	Iteration 85Q: 3 clusters Score -3830974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3830981.000000 Penalty: 5108.255859
	Iteration 86Q: 3 clusters Score -3830981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3830982.500000 Penalty: 5108.255859
	Iteration 87Q: 3 clusters Score -3830982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3830997.250000 Penalty: 5108.255859
	Iteration 88Q: 3 clusters Score -3830997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3831007.000000 Penalty: 5108.255859
	Iteration 89Q: 3 clusters Score -3831007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3831007.750000 Penalty: 5108.255859
	Iteration 90Q: 3 clusters Score -3831008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3831021.750000 Penalty: 5108.255859
	Iteration 91Q: 3 clusters Score -3831022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3831024.000000 Penalty: 5108.255859
	Iteration 92Q: 3 clusters Score -3831024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3831029.500000 Penalty: 5108.255859
	Iteration 93Q: 3 clusters Score -3831030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3831032.250000 Penalty: 5108.255859
	Iteration 94Q: 3 clusters Score -3831032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3831035.000000 Penalty: 5108.255859
	Iteration 95Q: 3 clusters Score -3831035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3831041.250000 Penalty: 5108.255859
	Iteration 96Q: 3 clusters Score -3831041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3831041.500000 Penalty: 5108.255859
	Iteration 97Q: 3 clusters Score -3831042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3831044.250000 Penalty: 5108.255859
	Iteration 98Q: 3 clusters Score -3831044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3831044.000000 Penalty: 5108.255859
	Iteration 99Q: 3 clusters Score -3831044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3831046.500000 Penalty: 5108.255859
	Iteration 100F: 3 clusters Score -3831046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3831049.750000 Penalty: 5108.255859
	Iteration 101Q: 3 clusters Score -3831050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3831049.750000 Penalty: 5108.255859
	Iteration 102Q: 3 clusters Score -3831050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3831050.000000 Penalty: 5108.255859
	Iteration 103Q: 3 clusters Score -3831050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3831052.750000 Penalty: 5108.255859
	Iteration 104Q: 3 clusters Score -3831053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3831052.250000 Penalty: 5108.255859
	Iteration 105Q: 3 clusters Score -3831052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3831051.750000 Penalty: 5108.255859
	Iteration 106Q: 3 clusters Score -3831052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3831061.750000 Penalty: 5108.255859
	Iteration 107Q: 3 clusters Score -3831062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3831066.000000 Penalty: 5108.255859
	Iteration 108Q: 3 clusters Score -3831066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3831070.750000 Penalty: 5108.255859
	Iteration 109Q: 3 clusters Score -3831071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3831073.500000 Penalty: 5108.255859
	Iteration 110Q: 3 clusters Score -3831074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3831072.500000 Penalty: 5108.255859
	Iteration 111Q: 3 clusters Score -3831072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3831073.500000 Penalty: 5108.255859
	Iteration 112Q: 3 clusters Score -3831074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3831077.750000 Penalty: 5108.255859
	Iteration 113Q: 3 clusters Score -3831078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3831079.000000 Penalty: 5108.255859
	Iteration 114Q: 3 clusters Score -3831079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3831079.000000 Penalty: 5108.255859
	Iteration 115F: 3 clusters Score -3831079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -80252.125000 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -80252.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78874.562500 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -78874.56 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -80437.085938 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -80437.09 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81163.882812 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -81163.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81640.421875 Penalty: 3335.020996
	Iteration 3F: 3 clusters Score -81640.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82264.171875 Penalty: 3335.020996
	Iteration 4F: 3 clusters Score -82264.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -82786.664062 Penalty: 3335.020996
	Iteration 5F: 3 clusters Score -82786.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83129.601562 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -83129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83262.234375 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -83262.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83510.289062 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -83510.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83510.289062 Penalty: 3335.020996
	Iteration 9F: 3 clusters Score -83510.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156050 members 
Mstep: Class 3 contains 29700 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162012 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 158913 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 195950 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 6936 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 71820 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
Score: -105727120.000000 Penalty: 81311.140625
Splitting cluster 4 changes total score from -105725024.000000 to -105727120.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17070.498047 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17070.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17163.513672 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17163.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17185.585938 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17185.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17205.218750 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17205.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17206.097656 Penalty: 2589.296631
	Iteration 4Q: 3 clusters Score -17206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17206.097656 Penalty: 2589.296631
	Iteration 5F: 3 clusters Score -17206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78095.734375 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78095.73 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78357.593750 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78357.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78544.921875 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78544.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78642.171875 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -78642.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78700.054688 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78700.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78772.867188 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78772.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78849.210938 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78849.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78917.187500 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78917.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78946.757812 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -78946.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78975.156250 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -78975.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79011.382812 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79011.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79055.960938 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -79055.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79103.328125 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -79103.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79126.718750 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -79126.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79159.210938 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -79159.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79191.750000 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -79191.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79222.937500 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -79222.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79246.218750 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -79246.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79251.757812 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -79251.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79255.820312 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -79255.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79258.812500 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -79258.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79260.906250 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -79260.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79263.617188 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -79263.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79268.921875 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -79268.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79274.007812 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -79274.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79274.007812 Penalty: 3261.237549
	Iteration 25F: 3 clusters Score -79274.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Entering Unmasked Estep 
Score: -20372202.000000 Penalty: 2974.865479
	Iteration 0F: 2 clusters Score -2.03722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -20267944.000000 Penalty: 5949.730957
	Iteration 0F: 3 clusters Score -2.026794e+07 nChanged 77445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -20314314.000000 Penalty: 5949.730957
	Iteration 1F: 3 clusters Score -2.031431e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -20316620.000000 Penalty: 5949.730957
	Iteration 2Q: 3 clusters Score -2.031662e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -20320070.000000 Penalty: 5949.730957
	Iteration 3Q: 3 clusters Score -2.032007e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -20324718.000000 Penalty: 5949.730957
	Iteration 4F: 3 clusters Score -2.032472e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -20331610.000000 Penalty: 5949.730957
	Iteration 5F: 3 clusters Score -2.033161e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -20339872.000000 Penalty: 5949.730957
	Iteration 6F: 3 clusters Score -2.033987e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -20347768.000000 Penalty: 5949.730957
	Iteration 7F: 3 clusters Score -2.034777e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -20352902.000000 Penalty: 5949.730957
	Iteration 8F: 3 clusters Score -2.03529e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -20355154.000000 Penalty: 5949.730957
	Iteration 9Q: 3 clusters Score -2.035515e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -20356082.000000 Penalty: 5949.730957
	Iteration 10Q: 3 clusters Score -2.035608e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -20356400.000000 Penalty: 5949.730957
	Iteration 11Q: 3 clusters Score -2.03564e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -20356702.000000 Penalty: 5949.730957
	Iteration 12Q: 3 clusters Score -2.03567e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -20357132.000000 Penalty: 5949.730957
	Iteration 13Q: 3 clusters Score -2.035713e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -20357534.000000 Penalty: 5949.730957
	Iteration 14Q: 3 clusters Score -2.035753e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -20357770.000000 Penalty: 5949.730957
	Iteration 15Q: 3 clusters Score -2.035777e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -20357962.000000 Penalty: 5949.730957
	Iteration 16Q: 3 clusters Score -2.035796e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -20358168.000000 Penalty: 5949.730957
	Iteration 17Q: 3 clusters Score -2.035817e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -20358302.000000 Penalty: 5949.730957
	Iteration 18Q: 3 clusters Score -2.03583e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -20358406.000000 Penalty: 5949.730957
	Iteration 19Q: 3 clusters Score -2.035841e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -20358606.000000 Penalty: 5949.730957
	Iteration 20F: 3 clusters Score -2.035861e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -20358862.000000 Penalty: 5949.730957
	Iteration 21Q: 3 clusters Score -2.035886e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -20358968.000000 Penalty: 5949.730957
	Iteration 22Q: 3 clusters Score -2.035897e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -20359176.000000 Penalty: 5949.730957
	Iteration 23Q: 3 clusters Score -2.035918e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -20359346.000000 Penalty: 5949.730957
	Iteration 24Q: 3 clusters Score -2.035935e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -20359438.000000 Penalty: 5949.730957
	Iteration 25Q: 3 clusters Score -2.035944e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -20359446.000000 Penalty: 5949.730957
	Iteration 26Q: 3 clusters Score -2.035945e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114189 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -20359486.000000 Penalty: 5949.730957
	Iteration 27Q: 3 clusters Score -2.035949e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -20359586.000000 Penalty: 5949.730957
	Iteration 28Q: 3 clusters Score -2.035959e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -20359776.000000 Penalty: 5949.730957
	Iteration 29Q: 3 clusters Score -2.035978e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -20359924.000000 Penalty: 5949.730957
	Iteration 30Q: 3 clusters Score -2.035992e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -20360028.000000 Penalty: 5949.730957
	Iteration 31Q: 3 clusters Score -2.036003e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -20360124.000000 Penalty: 5949.730957
	Iteration 32Q: 3 clusters Score -2.036012e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -20360226.000000 Penalty: 5949.730957
	Iteration 33Q: 3 clusters Score -2.036023e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118037 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -20360374.000000 Penalty: 5949.730957
	Iteration 34Q: 3 clusters Score -2.036037e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -20360444.000000 Penalty: 5949.730957
	Iteration 35Q: 3 clusters Score -2.036044e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -20360618.000000 Penalty: 5949.730957
	Iteration 36Q: 3 clusters Score -2.036062e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -20360686.000000 Penalty: 5949.730957
	Iteration 37Q: 3 clusters Score -2.036069e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -20360816.000000 Penalty: 5949.730957
	Iteration 38Q: 3 clusters Score -2.036082e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122101 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -20361000.000000 Penalty: 5949.730957
	Iteration 39Q: 3 clusters Score -2.0361e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -20361174.000000 Penalty: 5949.730957
	Iteration 40F: 3 clusters Score -2.036117e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -20361336.000000 Penalty: 5949.730957
	Iteration 41Q: 3 clusters Score -2.036134e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -20361566.000000 Penalty: 5949.730957
	Iteration 42Q: 3 clusters Score -2.036157e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -20361780.000000 Penalty: 5949.730957
	Iteration 43Q: 3 clusters Score -2.036178e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127732 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -20361896.000000 Penalty: 5949.730957
	Iteration 44Q: 3 clusters Score -2.03619e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129026 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -20362142.000000 Penalty: 5949.730957
	Iteration 45Q: 3 clusters Score -2.036214e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -20362464.000000 Penalty: 5949.730957
	Iteration 46Q: 3 clusters Score -2.036246e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132050 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -20362830.000000 Penalty: 5949.730957
	Iteration 47Q: 3 clusters Score -2.036283e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133748 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -20363130.000000 Penalty: 5949.730957
	Iteration 48Q: 3 clusters Score -2.036313e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135522 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -20363582.000000 Penalty: 5949.730957
	Iteration 49Q: 3 clusters Score -2.036358e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -20364100.000000 Penalty: 5949.730957
	Iteration 50Q: 3 clusters Score -2.03641e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -20364698.000000 Penalty: 5949.730957
	Iteration 51Q: 3 clusters Score -2.03647e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -20365236.000000 Penalty: 5949.730957
	Iteration 52Q: 3 clusters Score -2.036524e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -20365730.000000 Penalty: 5949.730957
	Iteration 53Q: 3 clusters Score -2.036573e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -20366366.000000 Penalty: 5949.730957
	Iteration 54Q: 3 clusters Score -2.036637e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -20367036.000000 Penalty: 5949.730957
	Iteration 55Q: 3 clusters Score -2.036704e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -20367624.000000 Penalty: 5949.730957
	Iteration 56Q: 3 clusters Score -2.036762e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -20368132.000000 Penalty: 5949.730957
	Iteration 57Q: 3 clusters Score -2.036813e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -20368554.000000 Penalty: 5949.730957
	Iteration 58Q: 3 clusters Score -2.036855e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -20368906.000000 Penalty: 5949.730957
	Iteration 59Q: 3 clusters Score -2.036891e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -20369182.000000 Penalty: 5949.730957
	Iteration 60F: 3 clusters Score -2.036918e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -20369422.000000 Penalty: 5949.730957
	Iteration 61Q: 3 clusters Score -2.036942e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157365 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -20369582.000000 Penalty: 5949.730957
	Iteration 62Q: 3 clusters Score -2.036958e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -20369718.000000 Penalty: 5949.730957
	Iteration 63Q: 3 clusters Score -2.036972e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -20369748.000000 Penalty: 5949.730957
	Iteration 64Q: 3 clusters Score -2.036975e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -20369768.000000 Penalty: 5949.730957
	Iteration 65Q: 3 clusters Score -2.036977e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20369780.000000 Penalty: 5949.730957
	Iteration 66Q: 3 clusters Score -2.036978e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -20369828.000000 Penalty: 5949.730957
	Iteration 67Q: 3 clusters Score -2.036983e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20369876.000000 Penalty: 5949.730957
	Iteration 68Q: 3 clusters Score -2.036988e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20369896.000000 Penalty: 5949.730957
	Iteration 69Q: 3 clusters Score -2.03699e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20369922.000000 Penalty: 5949.730957
	Iteration 70Q: 3 clusters Score -2.036992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160293 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20369926.000000 Penalty: 5949.730957
	Iteration 71Q: 3 clusters Score -2.036993e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160379 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20369942.000000 Penalty: 5949.730957
	Iteration 72Q: 3 clusters Score -2.036994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160460 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -20369956.000000 Penalty: 5949.730957
	Iteration 73Q: 3 clusters Score -2.036996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20369968.000000 Penalty: 5949.730957
	Iteration 74Q: 3 clusters Score -2.036997e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20369964.000000 Penalty: 5949.730957
	Iteration 75Q: 3 clusters Score -2.036996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160626 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20369974.000000 Penalty: 5949.730957
	Iteration 76Q: 3 clusters Score -2.036997e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160669 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20369982.000000 Penalty: 5949.730957
	Iteration 77Q: 3 clusters Score -2.036998e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20369984.000000 Penalty: 5949.730957
	Iteration 78Q: 3 clusters Score -2.036998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20369978.000000 Penalty: 5949.730957
	Iteration 79Q: 3 clusters Score -2.036998e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160769 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20369962.000000 Penalty: 5949.730957
	Iteration 80F: 3 clusters Score -2.036996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160796 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20369960.000000 Penalty: 5949.730957
	Iteration 81Q: 3 clusters Score -2.036996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160816 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20369954.000000 Penalty: 5949.730957
	Iteration 82Q: 3 clusters Score -2.036995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160825 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20369966.000000 Penalty: 5949.730957
	Iteration 83Q: 3 clusters Score -2.036997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -20369964.000000 Penalty: 5949.730957
	Iteration 84Q: 3 clusters Score -2.036996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20369970.000000 Penalty: 5949.730957
	Iteration 85Q: 3 clusters Score -2.036997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20369968.000000 Penalty: 5949.730957
	Iteration 86Q: 3 clusters Score -2.036997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20369976.000000 Penalty: 5949.730957
	Iteration 87Q: 3 clusters Score -2.036998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20369964.000000 Penalty: 5949.730957
	Iteration 88Q: 3 clusters Score -2.036996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20369974.000000 Penalty: 5949.730957
	Iteration 89Q: 3 clusters Score -2.036997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20369964.000000 Penalty: 5949.730957
	Iteration 90Q: 3 clusters Score -2.036996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20369978.000000 Penalty: 5949.730957
	Iteration 91Q: 3 clusters Score -2.036998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20369966.000000 Penalty: 5949.730957
	Iteration 92Q: 3 clusters Score -2.036997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20369972.000000 Penalty: 5949.730957
	Iteration 93Q: 3 clusters Score -2.036997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20369972.000000 Penalty: 5949.730957
	Iteration 94F: 3 clusters Score -2.036997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1502285.625000 Penalty: 2328.655762
	Iteration 0F: 2 clusters Score -1502286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1493359.875000 Penalty: 4657.311523
	Iteration 0F: 3 clusters Score -1493360 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1495943.750000 Penalty: 4657.311523
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Mstep: Class 1 contains 6066 members 
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Mstep: Class 1 contains 6078 members 
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Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5867 members 
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Mstep: Class 1 contains 6123 members 
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Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5834 members 
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Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5833 members 
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Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5830 members 
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5863 members 
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Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5911 members 
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Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6052 members 
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Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6301 members 
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Mstep: Class 1 contains 5530 members 
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Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6572 members 
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Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6696 members 
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Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6823 members 
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Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6924 members 
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Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7010 members 
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Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7091 members 
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Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7171 members 
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Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7252 members 
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Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7339 members 
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Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7447 members 
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Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7566 members 
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Mstep: Class 2 contains 7671 members 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7827 members 
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Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7907 members 
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Mstep: Class 1 contains 3981 members 
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Mstep: Class 1 contains 3851 members 
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Mstep: Class 1 contains 3800 members 
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Mstep: Class 1 contains 3607 members 
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Mstep: Class 1 contains 3499 members 
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Mstep: Class 1 contains 3453 members 
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Mstep: Class 2 contains 8556 members 
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Mstep: Class 1 contains 3379 members 
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Mstep: Class 1 contains 3341 members 
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Mstep: Class 1 contains 3297 members 
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Mstep: Class 1 contains 3254 members 
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Mstep: Class 1 contains 3212 members 
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Mstep: Class 1 contains 3130 members 
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	Iteration 50Q: 3 clusters Score -1499898 nChanged 38
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Mstep: Class 1 contains 3052 members 
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	Iteration 51Q: 3 clusters Score -1499913 nChanged 34
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Mstep: Class 1 contains 3018 members 
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	Iteration 52Q: 3 clusters Score -1499920 nChanged 41
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	Iteration 53Q: 3 clusters Score -1499933 nChanged 41
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	Iteration 54Q: 3 clusters Score -1499944 nChanged 47
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	Iteration 56Q: 3 clusters Score -1499973 nChanged 43
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	Iteration 57Q: 3 clusters Score -1499982 nChanged 45
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Mstep: Class 1 contains 2772 members 
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Mstep: Class 1 contains 2720 members 
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	Iteration 59Q: 3 clusters Score -1500008 nChanged 47
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Mstep: Class 1 contains 2673 members 
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	Iteration 60F: 3 clusters Score -1500017 nChanged 38
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Mstep: Class 1 contains 2639 members 
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	Iteration 61Q: 3 clusters Score -1500031 nChanged 32
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Mstep: Class 1 contains 2609 members 
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	Iteration 62Q: 3 clusters Score -1500038 nChanged 31
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Mstep: Class 1 contains 2586 members 
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	Iteration 63Q: 3 clusters Score -1500048 nChanged 30
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	Iteration 64Q: 3 clusters Score -1500053 nChanged 13
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	Iteration 65Q: 3 clusters Score -1500059 nChanged 27
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	Iteration 66Q: 3 clusters Score -1500062 nChanged 19
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	Iteration 67Q: 3 clusters Score -1500068 nChanged 23
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Mstep: Class 1 contains 2478 members 
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	Iteration 68Q: 3 clusters Score -1500073 nChanged 24
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	Iteration 69Q: 3 clusters Score -1500084 nChanged 22
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	Iteration 70Q: 3 clusters Score -1500085 nChanged 19
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	Iteration 71Q: 3 clusters Score -1500091 nChanged 15
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	Iteration 72Q: 3 clusters Score -1500091 nChanged 17
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Mstep: Class 1 contains 2385 members 
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	Iteration 73Q: 3 clusters Score -1500091 nChanged 11
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	Iteration 74Q: 3 clusters Score -1500098 nChanged 10
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Mstep: Class 1 contains 2364 members 
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	Iteration 75Q: 3 clusters Score -1500099 nChanged 12
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	Iteration 76Q: 3 clusters Score -1500103 nChanged 6
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	Iteration 77Q: 3 clusters Score -1500103 nChanged 7
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	Iteration 78Q: 3 clusters Score -1500105 nChanged 8
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	Iteration 79Q: 3 clusters Score -1500111 nChanged 12
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	Iteration 80F: 3 clusters Score -1500114 nChanged 11
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	Iteration 81Q: 3 clusters Score -1500114 nChanged 18
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	Iteration 82Q: 3 clusters Score -1500121 nChanged 16
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	Iteration 83Q: 3 clusters Score -1500128 nChanged 18
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	Iteration 84Q: 3 clusters Score -1500133 nChanged 15
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	Iteration 85Q: 3 clusters Score -1500136 nChanged 12
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	Iteration 86Q: 3 clusters Score -1500139 nChanged 10
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	Iteration 87Q: 3 clusters Score -1500142 nChanged 8
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	Iteration 88Q: 3 clusters Score -1500143 nChanged 6
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	Iteration 89Q: 3 clusters Score -1500140 nChanged 5
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	Iteration 90Q: 3 clusters Score -1500144 nChanged 9
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	Iteration 91Q: 3 clusters Score -1500147 nChanged 3
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	Iteration 92Q: 3 clusters Score -1500147 nChanged 4
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	Iteration 93Q: 3 clusters Score -1500148 nChanged 3
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Score: -1500148.250000 Penalty: 4657.311523
	Iteration 94Q: 3 clusters Score -1500148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1500147.000000 Penalty: 4657.311523
	Iteration 95Q: 3 clusters Score -1500147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1500150.750000 Penalty: 4657.311523
	Iteration 96Q: 3 clusters Score -1500151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1500151.750000 Penalty: 4657.311523
	Iteration 97Q: 3 clusters Score -1500152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1500151.500000 Penalty: 4657.311523
	Iteration 98Q: 3 clusters Score -1500152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1500153.625000 Penalty: 4657.311523
	Iteration 99Q: 3 clusters Score -1500154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1500155.000000 Penalty: 4657.311523
	Iteration 100F: 3 clusters Score -1500155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1500154.625000 Penalty: 4657.311523
	Iteration 101Q: 3 clusters Score -1500155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1500154.625000 Penalty: 4657.311523
	Iteration 102F: 3 clusters Score -1500155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -975206.062500 Penalty: 2220.470459
	Iteration 0F: 2 clusters Score -975206.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -969035.125000 Penalty: 4440.940918
	Iteration 0F: 3 clusters Score -969035.1 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -970649.250000 Penalty: 4440.940918
	Iteration 1F: 3 clusters Score -970649.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -970883.062500 Penalty: 4440.940918
	Iteration 2F: 3 clusters Score -970883.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -971060.875000 Penalty: 4440.940918
	Iteration 3Q: 3 clusters Score -971060.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -971178.875000 Penalty: 4440.940918
	Iteration 4Q: 3 clusters Score -971178.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -971273.937500 Penalty: 4440.940918
	Iteration 5Q: 3 clusters Score -971273.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -971360.937500 Penalty: 4440.940918
	Iteration 6Q: 3 clusters Score -971360.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -971474.062500 Penalty: 4440.940918
	Iteration 7Q: 3 clusters Score -971474.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -971612.250000 Penalty: 4440.940918
	Iteration 8Q: 3 clusters Score -971612.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -971766.375000 Penalty: 4440.940918
	Iteration 9Q: 3 clusters Score -971766.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -971952.750000 Penalty: 4440.940918
	Iteration 10Q: 3 clusters Score -971952.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -972126.437500 Penalty: 4440.940918
	Iteration 11Q: 3 clusters Score -972126.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -972329.687500 Penalty: 4440.940918
	Iteration 12Q: 3 clusters Score -972329.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -972551.375000 Penalty: 4440.940918
	Iteration 13Q: 3 clusters Score -972551.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -972788.875000 Penalty: 4440.940918
	Iteration 14Q: 3 clusters Score -972788.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -972967.062500 Penalty: 4440.940918
	Iteration 15Q: 3 clusters Score -972967.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -973093.562500 Penalty: 4440.940918
	Iteration 16Q: 3 clusters Score -973093.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -973177.250000 Penalty: 4440.940918
	Iteration 17Q: 3 clusters Score -973177.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -973226.812500 Penalty: 4440.940918
	Iteration 18Q: 3 clusters Score -973226.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -973272.937500 Penalty: 4440.940918
	Iteration 19Q: 3 clusters Score -973272.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -973299.187500 Penalty: 4440.940918
	Iteration 20F: 3 clusters Score -973299.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -973324.312500 Penalty: 4440.940918
	Iteration 21Q: 3 clusters Score -973324.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -973341.562500 Penalty: 4440.940918
	Iteration 22Q: 3 clusters Score -973341.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -973366.812500 Penalty: 4440.940918
	Iteration 23Q: 3 clusters Score -973366.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -973392.437500 Penalty: 4440.940918
	Iteration 24Q: 3 clusters Score -973392.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -973418.125000 Penalty: 4440.940918
	Iteration 25Q: 3 clusters Score -973418.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -973449.750000 Penalty: 4440.940918
	Iteration 26Q: 3 clusters Score -973449.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -973479.937500 Penalty: 4440.940918
	Iteration 27Q: 3 clusters Score -973479.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -973513.500000 Penalty: 4440.940918
	Iteration 28Q: 3 clusters Score -973513.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -973540.250000 Penalty: 4440.940918
	Iteration 29Q: 3 clusters Score -973540.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -973559.625000 Penalty: 4440.940918
	Iteration 30Q: 3 clusters Score -973559.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -973569.000000 Penalty: 4440.940918
	Iteration 31Q: 3 clusters Score -973569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -973571.937500 Penalty: 4440.940918
	Iteration 32Q: 3 clusters Score -973571.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -973578.375000 Penalty: 4440.940918
	Iteration 33Q: 3 clusters Score -973578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -973583.062500 Penalty: 4440.940918
	Iteration 34Q: 3 clusters Score -973583.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -973586.875000 Penalty: 4440.940918
	Iteration 35Q: 3 clusters Score -973586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -973591.750000 Penalty: 4440.940918
	Iteration 36Q: 3 clusters Score -973591.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -973594.937500 Penalty: 4440.940918
	Iteration 37Q: 3 clusters Score -973594.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -973598.812500 Penalty: 4440.940918
	Iteration 38Q: 3 clusters Score -973598.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -973603.312500 Penalty: 4440.940918
	Iteration 39Q: 3 clusters Score -973603.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -973610.437500 Penalty: 4440.940918
	Iteration 40F: 3 clusters Score -973610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -973615.062500 Penalty: 4440.940918
	Iteration 41Q: 3 clusters Score -973615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -973620.062500 Penalty: 4440.940918
	Iteration 42Q: 3 clusters Score -973620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -973622.687500 Penalty: 4440.940918
	Iteration 43Q: 3 clusters Score -973622.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -973628.000000 Penalty: 4440.940918
	Iteration 44Q: 3 clusters Score -973628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -973631.625000 Penalty: 4440.940918
	Iteration 45Q: 3 clusters Score -973631.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -973634.937500 Penalty: 4440.940918
	Iteration 46Q: 3 clusters Score -973634.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -973639.312500 Penalty: 4440.940918
	Iteration 47Q: 3 clusters Score -973639.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -973648.562500 Penalty: 4440.940918
	Iteration 48Q: 3 clusters Score -973648.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -973656.062500 Penalty: 4440.940918
	Iteration 49Q: 3 clusters Score -973656.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -973662.437500 Penalty: 4440.940918
	Iteration 50Q: 3 clusters Score -973662.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -973667.875000 Penalty: 4440.940918
	Iteration 51Q: 3 clusters Score -973667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -973670.187500 Penalty: 4440.940918
	Iteration 52Q: 3 clusters Score -973670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -973674.875000 Penalty: 4440.940918
	Iteration 53Q: 3 clusters Score -973674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -973675.875000 Penalty: 4440.940918
	Iteration 54Q: 3 clusters Score -973675.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -973680.500000 Penalty: 4440.940918
	Iteration 55Q: 3 clusters Score -973680.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -973683.062500 Penalty: 4440.940918
	Iteration 56Q: 3 clusters Score -973683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -973688.812500 Penalty: 4440.940918
	Iteration 57Q: 3 clusters Score -973688.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -973695.875000 Penalty: 4440.940918
	Iteration 58Q: 3 clusters Score -973695.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -973701.937500 Penalty: 4440.940918
	Iteration 59Q: 3 clusters Score -973701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -973704.812500 Penalty: 4440.940918
	Iteration 60F: 3 clusters Score -973704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -973703.625000 Penalty: 4440.940918
	Iteration 61Q: 3 clusters Score -973703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -973704.000000 Penalty: 4440.940918
	Iteration 62Q: 3 clusters Score -973704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -973704.000000 Penalty: 4440.940918
	Iteration 63F: 3 clusters Score -973704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -1453034.875000 Penalty: 2315.962158
	Iteration 0F: 2 clusters Score -1453035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1444491.000000 Penalty: 4631.924316
	Iteration 0F: 3 clusters Score -1444491 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1446966.375000 Penalty: 4631.924316
	Iteration 1F: 3 clusters Score -1446966 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1447233.750000 Penalty: 4631.924316
	Iteration 2F: 3 clusters Score -1447234 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1447433.000000 Penalty: 4631.924316
	Iteration 3Q: 3 clusters Score -1447433 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1447575.750000 Penalty: 4631.924316
	Iteration 4Q: 3 clusters Score -1447576 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1447747.750000 Penalty: 4631.924316
	Iteration 5Q: 3 clusters Score -1447748 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1447934.375000 Penalty: 4631.924316
	Iteration 6Q: 3 clusters Score -1447934 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1448166.375000 Penalty: 4631.924316
	Iteration 7Q: 3 clusters Score -1448166 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1448437.250000 Penalty: 4631.924316
	Iteration 8Q: 3 clusters Score -1448437 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1448782.875000 Penalty: 4631.924316
	Iteration 9Q: 3 clusters Score -1448783 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1449206.625000 Penalty: 4631.924316
	Iteration 10Q: 3 clusters Score -1449207 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1449627.750000 Penalty: 4631.924316
	Iteration 11Q: 3 clusters Score -1449628 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1450018.000000 Penalty: 4631.924316
	Iteration 12Q: 3 clusters Score -1450018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1450330.625000 Penalty: 4631.924316
	Iteration 13Q: 3 clusters Score -1450331 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1450549.125000 Penalty: 4631.924316
	Iteration 14Q: 3 clusters Score -1450549 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1450727.250000 Penalty: 4631.924316
	Iteration 15Q: 3 clusters Score -1450727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1450823.625000 Penalty: 4631.924316
	Iteration 16Q: 3 clusters Score -1450824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1450902.750000 Penalty: 4631.924316
	Iteration 17Q: 3 clusters Score -1450903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1450956.500000 Penalty: 4631.924316
	Iteration 18Q: 3 clusters Score -1450956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1450990.625000 Penalty: 4631.924316
	Iteration 19Q: 3 clusters Score -1450991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1451021.625000 Penalty: 4631.924316
	Iteration 20F: 3 clusters Score -1451022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1451049.250000 Penalty: 4631.924316
	Iteration 21Q: 3 clusters Score -1451049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1451070.875000 Penalty: 4631.924316
	Iteration 22Q: 3 clusters Score -1451071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1451079.750000 Penalty: 4631.924316
	Iteration 23Q: 3 clusters Score -1451080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1451087.375000 Penalty: 4631.924316
	Iteration 24Q: 3 clusters Score -1451087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1451092.375000 Penalty: 4631.924316
	Iteration 25Q: 3 clusters Score -1451092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1451095.500000 Penalty: 4631.924316
	Iteration 26Q: 3 clusters Score -1451096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1451097.875000 Penalty: 4631.924316
	Iteration 27Q: 3 clusters Score -1451098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1451099.125000 Penalty: 4631.924316
	Iteration 28Q: 3 clusters Score -1451099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1451104.500000 Penalty: 4631.924316
	Iteration 29Q: 3 clusters Score -1451104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1451107.875000 Penalty: 4631.924316
	Iteration 30Q: 3 clusters Score -1451108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1451116.375000 Penalty: 4631.924316
	Iteration 31Q: 3 clusters Score -1451116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1451120.875000 Penalty: 4631.924316
	Iteration 32Q: 3 clusters Score -1451121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1451122.500000 Penalty: 4631.924316
	Iteration 33Q: 3 clusters Score -1451122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1451122.875000 Penalty: 4631.924316
	Iteration 34Q: 3 clusters Score -1451123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1451122.875000 Penalty: 4631.924316
	Iteration 35F: 3 clusters Score -1451123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Entering Unmasked Estep 
Score: -847469.625000 Penalty: 2185.585205
	Iteration 0F: 2 clusters Score -847469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -841887.062500 Penalty: 4371.170410
	Iteration 0F: 3 clusters Score -841887.1 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -843367.312500 Penalty: 4371.170410
	Iteration 1F: 3 clusters Score -843367.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -843715.562500 Penalty: 4371.170410
	Iteration 2F: 3 clusters Score -843715.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -844019.250000 Penalty: 4371.170410
	Iteration 3F: 3 clusters Score -844019.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -844286.687500 Penalty: 4371.170410
	Iteration 4F: 3 clusters Score -844286.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -844515.125000 Penalty: 4371.170410
	Iteration 5F: 3 clusters Score -844515.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -844723.812500 Penalty: 4371.170410
	Iteration 6Q: 3 clusters Score -844723.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -844913.500000 Penalty: 4371.170410
	Iteration 7Q: 3 clusters Score -844913.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -845094.250000 Penalty: 4371.170410
	Iteration 8Q: 3 clusters Score -845094.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -845254.312500 Penalty: 4371.170410
	Iteration 9Q: 3 clusters Score -845254.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -845449.062500 Penalty: 4371.170410
	Iteration 10Q: 3 clusters Score -845449.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -845637.250000 Penalty: 4371.170410
	Iteration 11Q: 3 clusters Score -845637.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -845768.437500 Penalty: 4371.170410
	Iteration 12Q: 3 clusters Score -845768.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -845862.312500 Penalty: 4371.170410
	Iteration 13Q: 3 clusters Score -845862.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -845918.250000 Penalty: 4371.170410
	Iteration 14Q: 3 clusters Score -845918.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -845952.250000 Penalty: 4371.170410
	Iteration 15Q: 3 clusters Score -845952.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -845958.687500 Penalty: 4371.170410
	Iteration 16Q: 3 clusters Score -845958.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -845967.562500 Penalty: 4371.170410
	Iteration 17Q: 3 clusters Score -845967.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -845972.625000 Penalty: 4371.170410
	Iteration 18Q: 3 clusters Score -845972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -845978.687500 Penalty: 4371.170410
	Iteration 19Q: 3 clusters Score -845978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -845980.312500 Penalty: 4371.170410
	Iteration 20F: 3 clusters Score -845980.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -845986.375000 Penalty: 4371.170410
	Iteration 21Q: 3 clusters Score -845986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -845990.687500 Penalty: 4371.170410
	Iteration 22Q: 3 clusters Score -845990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -845989.687500 Penalty: 4371.170410
	Iteration 23Q: 3 clusters Score -845989.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -845991.562500 Penalty: 4371.170410
	Iteration 24Q: 3 clusters Score -845991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -845991.562500 Penalty: 4371.170410
	Iteration 25Q: 3 clusters Score -845991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -845993.500000 Penalty: 4371.170410
	Iteration 26Q: 3 clusters Score -845993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -845994.250000 Penalty: 4371.170410
	Iteration 27Q: 3 clusters Score -845994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -845994.250000 Penalty: 4371.170410
	Iteration 28Q: 3 clusters Score -845994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -845994.812500 Penalty: 4371.170410
	Iteration 29Q: 3 clusters Score -845994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -845994.812500 Penalty: 4371.170410
	Iteration 30F: 3 clusters Score -845994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158913 members 
Entering Unmasked Estep 
Score: -19988938.000000 Penalty: 2970.075928
	Iteration 0F: 2 clusters Score -1.998894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -19885294.000000 Penalty: 5940.151855
	Iteration 0F: 3 clusters Score -1.988529e+07 nChanged 76037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -19929966.000000 Penalty: 5940.151855
	Iteration 1F: 3 clusters Score -1.992997e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -19931166.000000 Penalty: 5940.151855
	Iteration 2Q: 3 clusters Score -1.993117e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -19933070.000000 Penalty: 5940.151855
	Iteration 3Q: 3 clusters Score -1.993307e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -19936812.000000 Penalty: 5940.151855
	Iteration 4F: 3 clusters Score -1.993681e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -19943724.000000 Penalty: 5940.151855
	Iteration 5F: 3 clusters Score -1.994372e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -19954366.000000 Penalty: 5940.151855
	Iteration 6F: 3 clusters Score -1.995437e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -19968268.000000 Penalty: 5940.151855
	Iteration 7F: 3 clusters Score -1.996827e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -19979712.000000 Penalty: 5940.151855
	Iteration 8F: 3 clusters Score -1.997971e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -19984340.000000 Penalty: 5940.151855
	Iteration 9Q: 3 clusters Score -1.998434e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -19985628.000000 Penalty: 5940.151855
	Iteration 10Q: 3 clusters Score -1.998563e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -19986048.000000 Penalty: 5940.151855
	Iteration 11Q: 3 clusters Score -1.998605e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 158648 members 
Entering Unmasked Estep 
Score: -19986154.000000 Penalty: 5940.151855
	Iteration 12Q: 3 clusters Score -1.998615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -19986250.000000 Penalty: 5940.151855
	Iteration 13Q: 3 clusters Score -1.998625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -19986288.000000 Penalty: 5940.151855
	Iteration 14Q: 3 clusters Score -1.998629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158718 members 
Entering Unmasked Estep 
Score: -19986306.000000 Penalty: 5940.151855
	Iteration 15Q: 3 clusters Score -1.998631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -19986312.000000 Penalty: 5940.151855
	Iteration 16Q: 3 clusters Score -1.998631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -19986320.000000 Penalty: 5940.151855
	Iteration 17Q: 3 clusters Score -1.998632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -19986326.000000 Penalty: 5940.151855
	Iteration 18Q: 3 clusters Score -1.998633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -19986326.000000 Penalty: 5940.151855
	Iteration 19Q: 3 clusters Score -1.998633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -19986322.000000 Penalty: 5940.151855
	Iteration 20F: 3 clusters Score -1.998632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -19986322.000000 Penalty: 5940.151855
	Iteration 21Q: 3 clusters Score -1.998632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -19986330.000000 Penalty: 5940.151855
	Iteration 22Q: 3 clusters Score -1.998633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -19986330.000000 Penalty: 5940.151855
	Iteration 23F: 3 clusters Score -1.998633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -323583.093750 Penalty: 1945.079834
	Iteration 0F: 2 clusters Score -323583.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320603.875000 Penalty: 3890.159668
	Iteration 0F: 3 clusters Score -320603.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -321196.812500 Penalty: 3890.159668
	Iteration 1F: 3 clusters Score -321196.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -321323.906250 Penalty: 3890.159668
	Iteration 2F: 3 clusters Score -321323.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -321404.562500 Penalty: 3890.159668
	Iteration 3Q: 3 clusters Score -321404.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -321451.343750 Penalty: 3890.159668
	Iteration 4Q: 3 clusters Score -321451.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -321484.187500 Penalty: 3890.159668
	Iteration 5Q: 3 clusters Score -321484.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -321505.062500 Penalty: 3890.159668
	Iteration 6Q: 3 clusters Score -321505.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -321522.375000 Penalty: 3890.159668
	Iteration 7Q: 3 clusters Score -321522.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -321534.031250 Penalty: 3890.159668
	Iteration 8Q: 3 clusters Score -321534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321549.687500 Penalty: 3890.159668
	Iteration 9Q: 3 clusters Score -321549.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -321559.500000 Penalty: 3890.159668
	Iteration 10Q: 3 clusters Score -321559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -321565.593750 Penalty: 3890.159668
	Iteration 11Q: 3 clusters Score -321565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -321570.312500 Penalty: 3890.159668
	Iteration 12Q: 3 clusters Score -321570.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321576.468750 Penalty: 3890.159668
	Iteration 13Q: 3 clusters Score -321576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -321584.906250 Penalty: 3890.159668
	Iteration 14Q: 3 clusters Score -321584.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321595.593750 Penalty: 3890.159668
	Iteration 15Q: 3 clusters Score -321595.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321604.468750 Penalty: 3890.159668
	Iteration 16Q: 3 clusters Score -321604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321608.750000 Penalty: 3890.159668
	Iteration 17Q: 3 clusters Score -321608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -321611.687500 Penalty: 3890.159668
	Iteration 18Q: 3 clusters Score -321611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -321614.718750 Penalty: 3890.159668
	Iteration 19Q: 3 clusters Score -321614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -321615.718750 Penalty: 3890.159668
	Iteration 20F: 3 clusters Score -321615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -321616.250000 Penalty: 3890.159668
	Iteration 21Q: 3 clusters Score -321616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321616.968750 Penalty: 3890.159668
	Iteration 22Q: 3 clusters Score -321617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321617.000000 Penalty: 3890.159668
	Iteration 23Q: 3 clusters Score -321617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321618.312500 Penalty: 3890.159668
	Iteration 24Q: 3 clusters Score -321618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -321618.531250 Penalty: 3890.159668
	Iteration 25Q: 3 clusters Score -321618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321619.062500 Penalty: 3890.159668
	Iteration 26Q: 3 clusters Score -321619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321621.437500 Penalty: 3890.159668
	Iteration 27Q: 3 clusters Score -321621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321622.875000 Penalty: 3890.159668
	Iteration 28Q: 3 clusters Score -321622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321622.875000 Penalty: 3890.159668
	Iteration 29F: 3 clusters Score -321622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -795511.000000 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -795511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -790228.812500 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -790228.8 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -791467.875000 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -791467.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -791703.750000 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -791703.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -791856.687500 Penalty: 4327.770996
	Iteration 3F: 3 clusters Score -791856.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -791949.375000 Penalty: 4327.770996
	Iteration 4Q: 3 clusters Score -791949.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -792026.312500 Penalty: 4327.770996
	Iteration 5Q: 3 clusters Score -792026.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -792077.812500 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -792077.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -792125.000000 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -792125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -792156.750000 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -792156.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -792182.062500 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -792182.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -792205.375000 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -792205.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -792226.187500 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -792226.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -792244.750000 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -792244.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -792265.500000 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -792265.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -792281.312500 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -792281.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -792302.312500 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -792302.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -792330.125000 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -792330.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -792356.000000 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -792356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -792389.812500 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -792389.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -792435.312500 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -792435.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -792491.875000 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -792491.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -792552.625000 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -792552.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -792610.500000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -792610.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -792671.062500 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -792671.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -792737.375000 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -792737.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -792821.500000 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -792821.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -792905.937500 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -792905.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -792993.125000 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -792993.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -793079.687500 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -793079.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -793167.000000 Penalty: 4327.770996
	Iteration 29Q: 3 clusters Score -793167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -793260.937500 Penalty: 4327.770996
	Iteration 30Q: 3 clusters Score -793260.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -793330.562500 Penalty: 4327.770996
	Iteration 31Q: 3 clusters Score -793330.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -793374.750000 Penalty: 4327.770996
	Iteration 32Q: 3 clusters Score -793374.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -793414.187500 Penalty: 4327.770996
	Iteration 33Q: 3 clusters Score -793414.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -793450.187500 Penalty: 4327.770996
	Iteration 34Q: 3 clusters Score -793450.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -793478.812500 Penalty: 4327.770996
	Iteration 35Q: 3 clusters Score -793478.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -793499.687500 Penalty: 4327.770996
	Iteration 36Q: 3 clusters Score -793499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -793506.312500 Penalty: 4327.770996
	Iteration 37Q: 3 clusters Score -793506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -793511.000000 Penalty: 4327.770996
	Iteration 38Q: 3 clusters Score -793511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -793517.000000 Penalty: 4327.770996
	Iteration 39Q: 3 clusters Score -793517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -793523.375000 Penalty: 4327.770996
	Iteration 40F: 3 clusters Score -793523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -793529.000000 Penalty: 4327.770996
	Iteration 41Q: 3 clusters Score -793529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -793536.937500 Penalty: 4327.770996
	Iteration 42Q: 3 clusters Score -793536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -793545.062500 Penalty: 4327.770996
	Iteration 43Q: 3 clusters Score -793545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -793552.562500 Penalty: 4327.770996
	Iteration 44Q: 3 clusters Score -793552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -793559.750000 Penalty: 4327.770996
	Iteration 45Q: 3 clusters Score -793559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -793564.937500 Penalty: 4327.770996
	Iteration 46Q: 3 clusters Score -793564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -793568.250000 Penalty: 4327.770996
	Iteration 47Q: 3 clusters Score -793568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -793571.562500 Penalty: 4327.770996
	Iteration 48Q: 3 clusters Score -793571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -793572.750000 Penalty: 4327.770996
	Iteration 49Q: 3 clusters Score -793572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -793574.687500 Penalty: 4327.770996
	Iteration 50Q: 3 clusters Score -793574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -793576.937500 Penalty: 4327.770996
	Iteration 51Q: 3 clusters Score -793576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -793576.937500 Penalty: 4327.770996
	Iteration 52Q: 3 clusters Score -793576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -793577.562500 Penalty: 4327.770996
	Iteration 53Q: 3 clusters Score -793577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -793577.562500 Penalty: 4327.770996
	Iteration 54F: 3 clusters Score -793577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -160443.859375 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -160443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158309.109375 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -158309.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158778.000000 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -158778 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158971.203125 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -158971.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159138.734375 Penalty: 3578.394043
	Iteration 3F: 3 clusters Score -159138.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -159386.781250 Penalty: 3578.394043
	Iteration 4F: 3 clusters Score -159386.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159669.390625 Penalty: 3578.394043
	Iteration 5F: 3 clusters Score -159669.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -160012.468750 Penalty: 3578.394043
	Iteration 6F: 3 clusters Score -160012.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -160232.296875 Penalty: 3578.394043
	Iteration 7F: 3 clusters Score -160232.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -160357.359375 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -160357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -160394.265625 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -160394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -160402.296875 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -160402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -160404.375000 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -160404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -160404.375000 Penalty: 3578.394043
	Iteration 12F: 3 clusters Score -160404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (195950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195950 members 
Entering Unmasked Estep 
Score: -24510694.000000 Penalty: 3022.032471
	Iteration 0F: 2 clusters Score -2.451069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -24384244.000000 Penalty: 6044.064941
	Iteration 0F: 3 clusters Score -2.438424e+07 nChanged 94011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -24439950.000000 Penalty: 6044.064941
	Iteration 1F: 3 clusters Score -2.443995e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -24440944.000000 Penalty: 6044.064941
	Iteration 2Q: 3 clusters Score -2.444094e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -24442230.000000 Penalty: 6044.064941
	Iteration 3Q: 3 clusters Score -2.444223e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -24444016.000000 Penalty: 6044.064941
	Iteration 4Q: 3 clusters Score -2.444402e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -24446460.000000 Penalty: 6044.064941
	Iteration 5Q: 3 clusters Score -2.444646e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -24450968.000000 Penalty: 6044.064941
	Iteration 6Q: 3 clusters Score -2.445097e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -24458490.000000 Penalty: 6044.064941
	Iteration 7F: 3 clusters Score -2.445849e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -24470518.000000 Penalty: 6044.064941
	Iteration 8F: 3 clusters Score -2.447052e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 120848 members 
Entering Unmasked Estep 
Score: -24483214.000000 Penalty: 6044.064941
	Iteration 9F: 3 clusters Score -2.448321e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -24490680.000000 Penalty: 6044.064941
	Iteration 10F: 3 clusters Score -2.449068e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 127439 members 
Entering Unmasked Estep 
Score: -24494160.000000 Penalty: 6044.064941
	Iteration 11Q: 3 clusters Score -2.449416e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 130371 members 
Entering Unmasked Estep 
Score: -24496862.000000 Penalty: 6044.064941
	Iteration 12Q: 3 clusters Score -2.449686e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -24499404.000000 Penalty: 6044.064941
	Iteration 13Q: 3 clusters Score -2.44994e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -24501774.000000 Penalty: 6044.064941
	Iteration 14Q: 3 clusters Score -2.450177e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -24503804.000000 Penalty: 6044.064941
	Iteration 15Q: 3 clusters Score -2.45038e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 141380 members 
Entering Unmasked Estep 
Score: -24505430.000000 Penalty: 6044.064941
	Iteration 16Q: 3 clusters Score -2.450543e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 143563 members 
Entering Unmasked Estep 
Score: -24506452.000000 Penalty: 6044.064941
	Iteration 17Q: 3 clusters Score -2.450645e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -24507236.000000 Penalty: 6044.064941
	Iteration 18Q: 3 clusters Score -2.450724e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 147571 members 
Entering Unmasked Estep 
Score: -24507874.000000 Penalty: 6044.064941
	Iteration 19Q: 3 clusters Score -2.450787e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 149314 members 
Entering Unmasked Estep 
Score: -24508362.000000 Penalty: 6044.064941
	Iteration 20F: 3 clusters Score -2.450836e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 150946 members 
Entering Unmasked Estep 
Score: -24508730.000000 Penalty: 6044.064941
	Iteration 21Q: 3 clusters Score -2.450873e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -24508998.000000 Penalty: 6044.064941
	Iteration 22Q: 3 clusters Score -2.4509e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 154038 members 
Entering Unmasked Estep 
Score: -24509214.000000 Penalty: 6044.064941
	Iteration 23Q: 3 clusters Score -2.450921e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -24509476.000000 Penalty: 6044.064941
	Iteration 24Q: 3 clusters Score -2.450948e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -24509760.000000 Penalty: 6044.064941
	Iteration 25Q: 3 clusters Score -2.450976e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -24509948.000000 Penalty: 6044.064941
	Iteration 26Q: 3 clusters Score -2.450995e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -24510160.000000 Penalty: 6044.064941
	Iteration 27Q: 3 clusters Score -2.451016e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -24510310.000000 Penalty: 6044.064941
	Iteration 28Q: 3 clusters Score -2.451031e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -24510440.000000 Penalty: 6044.064941
	Iteration 29Q: 3 clusters Score -2.451044e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 163110 members 
Entering Unmasked Estep 
Score: -24510456.000000 Penalty: 6044.064941
	Iteration 30Q: 3 clusters Score -2.451046e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -24510416.000000 Penalty: 6044.064941
	Iteration 31Q: 3 clusters Score -2.451042e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 165077 members 
Entering Unmasked Estep 
Score: -24510614.000000 Penalty: 6044.064941
	Iteration 32Q: 3 clusters Score -2.451061e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -24510678.000000 Penalty: 6044.064941
	Iteration 33Q: 3 clusters Score -2.451068e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -24510750.000000 Penalty: 6044.064941
	Iteration 34Q: 3 clusters Score -2.451075e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -24510758.000000 Penalty: 6044.064941
	Iteration 35Q: 3 clusters Score -2.451076e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 168265 members 
Entering Unmasked Estep 
Score: -24510762.000000 Penalty: 6044.064941
	Iteration 36Q: 3 clusters Score -2.451076e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 168905 members 
Entering Unmasked Estep 
Score: -24510762.000000 Penalty: 6044.064941
	Iteration 37Q: 3 clusters Score -2.451076e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -24510818.000000 Penalty: 6044.064941
	Iteration 38Q: 3 clusters Score -2.451082e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -24510796.000000 Penalty: 6044.064941
	Iteration 39Q: 3 clusters Score -2.45108e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -24510798.000000 Penalty: 6044.064941
	Iteration 40F: 3 clusters Score -2.45108e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -24510778.000000 Penalty: 6044.064941
	Iteration 41Q: 3 clusters Score -2.451078e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -24510804.000000 Penalty: 6044.064941
	Iteration 42Q: 3 clusters Score -2.45108e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -24510798.000000 Penalty: 6044.064941
	Iteration 43Q: 3 clusters Score -2.45108e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
Score: -24510792.000000 Penalty: 6044.064941
	Iteration 44Q: 3 clusters Score -2.451079e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 172952 members 
Entering Unmasked Estep 
Score: -24510732.000000 Penalty: 6044.064941
	Iteration 45Q: 3 clusters Score -2.451073e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -24510684.000000 Penalty: 6044.064941
	Iteration 46Q: 3 clusters Score -2.451068e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 173790 members 
Entering Unmasked Estep 
Score: -24510738.000000 Penalty: 6044.064941
	Iteration 47Q: 3 clusters Score -2.451074e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -24510734.000000 Penalty: 6044.064941
	Iteration 48Q: 3 clusters Score -2.451073e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -24510754.000000 Penalty: 6044.064941
	Iteration 49Q: 3 clusters Score -2.451075e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -24510696.000000 Penalty: 6044.064941
	Iteration 50Q: 3 clusters Score -2.45107e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -24510644.000000 Penalty: 6044.064941
	Iteration 51Q: 3 clusters Score -2.451064e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -24510660.000000 Penalty: 6044.064941
	Iteration 52Q: 3 clusters Score -2.451066e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -24510678.000000 Penalty: 6044.064941
	Iteration 53Q: 3 clusters Score -2.451068e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 176150 members 
Entering Unmasked Estep 
Score: -24510684.000000 Penalty: 6044.064941
	Iteration 54Q: 3 clusters Score -2.451068e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 176435 members 
Entering Unmasked Estep 
Score: -24510630.000000 Penalty: 6044.064941
	Iteration 55Q: 3 clusters Score -2.451063e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -24510570.000000 Penalty: 6044.064941
	Iteration 56Q: 3 clusters Score -2.451057e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -24510572.000000 Penalty: 6044.064941
	Iteration 57Q: 3 clusters Score -2.451057e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 177116 members 
Entering Unmasked Estep 
Score: -24510490.000000 Penalty: 6044.064941
	Iteration 58Q: 3 clusters Score -2.451049e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -24510472.000000 Penalty: 6044.064941
	Iteration 59Q: 3 clusters Score -2.451047e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -24510468.000000 Penalty: 6044.064941
	Iteration 60F: 3 clusters Score -2.451047e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 177672 members 
Entering Unmasked Estep 
Score: -24510466.000000 Penalty: 6044.064941
	Iteration 61Q: 3 clusters Score -2.451047e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -24510450.000000 Penalty: 6044.064941
	Iteration 62Q: 3 clusters Score -2.451045e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -24510440.000000 Penalty: 6044.064941
	Iteration 63Q: 3 clusters Score -2.451044e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -24510420.000000 Penalty: 6044.064941
	Iteration 64Q: 3 clusters Score -2.451042e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 178467 members 
Entering Unmasked Estep 
Score: -24510388.000000 Penalty: 6044.064941
	Iteration 65Q: 3 clusters Score -2.451039e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -24510376.000000 Penalty: 6044.064941
	Iteration 66Q: 3 clusters Score -2.451038e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -24510364.000000 Penalty: 6044.064941
	Iteration 67Q: 3 clusters Score -2.451036e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -24510308.000000 Penalty: 6044.064941
	Iteration 68Q: 3 clusters Score -2.451031e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -24510276.000000 Penalty: 6044.064941
	Iteration 69Q: 3 clusters Score -2.451028e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 179213 members 
Entering Unmasked Estep 
Score: -24510268.000000 Penalty: 6044.064941
	Iteration 70Q: 3 clusters Score -2.451027e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -24510312.000000 Penalty: 6044.064941
	Iteration 71Q: 3 clusters Score -2.451031e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 179479 members 
Entering Unmasked Estep 
Score: -24510266.000000 Penalty: 6044.064941
	Iteration 72Q: 3 clusters Score -2.451027e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -24510280.000000 Penalty: 6044.064941
	Iteration 73Q: 3 clusters Score -2.451028e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -24510292.000000 Penalty: 6044.064941
	Iteration 74Q: 3 clusters Score -2.451029e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -24510272.000000 Penalty: 6044.064941
	Iteration 75Q: 3 clusters Score -2.451027e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 179981 members 
Entering Unmasked Estep 
Score: -24510278.000000 Penalty: 6044.064941
	Iteration 76Q: 3 clusters Score -2.451028e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -24510246.000000 Penalty: 6044.064941
	Iteration 77Q: 3 clusters Score -2.451025e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 180243 members 
Entering Unmasked Estep 
Score: -24510278.000000 Penalty: 6044.064941
	Iteration 78Q: 3 clusters Score -2.451028e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 180383 members 
Entering Unmasked Estep 
Score: -24510260.000000 Penalty: 6044.064941
	Iteration 79Q: 3 clusters Score -2.451026e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -24510250.000000 Penalty: 6044.064941
	Iteration 80F: 3 clusters Score -2.451025e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 180607 members 
Entering Unmasked Estep 
Score: -24510204.000000 Penalty: 6044.064941
	Iteration 81Q: 3 clusters Score -2.45102e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 180720 members 
Entering Unmasked Estep 
Score: -24510180.000000 Penalty: 6044.064941
	Iteration 82Q: 3 clusters Score -2.451018e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 180827 members 
Entering Unmasked Estep 
Score: -24510182.000000 Penalty: 6044.064941
	Iteration 83Q: 3 clusters Score -2.451018e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 180941 members 
Entering Unmasked Estep 
Score: -24510198.000000 Penalty: 6044.064941
	Iteration 84Q: 3 clusters Score -2.45102e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 181047 members 
Entering Unmasked Estep 
Score: -24510188.000000 Penalty: 6044.064941
	Iteration 85Q: 3 clusters Score -2.451019e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -24510160.000000 Penalty: 6044.064941
	Iteration 86Q: 3 clusters Score -2.451016e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 181252 members 
Entering Unmasked Estep 
Score: -24510132.000000 Penalty: 6044.064941
	Iteration 87Q: 3 clusters Score -2.451013e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -24510134.000000 Penalty: 6044.064941
	Iteration 88Q: 3 clusters Score -2.451013e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 181446 members 
Entering Unmasked Estep 
Score: -24510144.000000 Penalty: 6044.064941
	Iteration 89Q: 3 clusters Score -2.451014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 181538 members 
Entering Unmasked Estep 
Score: -24510108.000000 Penalty: 6044.064941
	Iteration 90Q: 3 clusters Score -2.451011e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 181635 members 
Entering Unmasked Estep 
Score: -24510134.000000 Penalty: 6044.064941
	Iteration 91Q: 3 clusters Score -2.451013e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 181728 members 
Entering Unmasked Estep 
Score: -24510152.000000 Penalty: 6044.064941
	Iteration 92Q: 3 clusters Score -2.451015e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -24510166.000000 Penalty: 6044.064941
	Iteration 93Q: 3 clusters Score -2.451017e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 181907 members 
Entering Unmasked Estep 
Score: -24510148.000000 Penalty: 6044.064941
	Iteration 94Q: 3 clusters Score -2.451015e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 181991 members 
Entering Unmasked Estep 
Score: -24510170.000000 Penalty: 6044.064941
	Iteration 95Q: 3 clusters Score -2.451017e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 182056 members 
Entering Unmasked Estep 
Score: -24510164.000000 Penalty: 6044.064941
	Iteration 96Q: 3 clusters Score -2.451016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 182120 members 
Entering Unmasked Estep 
Score: -24510086.000000 Penalty: 6044.064941
	Iteration 97Q: 3 clusters Score -2.451009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 182182 members 
Entering Unmasked Estep 
Score: -24510074.000000 Penalty: 6044.064941
	Iteration 98Q: 3 clusters Score -2.451007e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 182236 members 
Entering Unmasked Estep 
Score: -24510072.000000 Penalty: 6044.064941
	Iteration 99Q: 3 clusters Score -2.451007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 182291 members 
Entering Unmasked Estep 
Score: -24510054.000000 Penalty: 6044.064941
	Iteration 100F: 3 clusters Score -2.451005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 182343 members 
Entering Unmasked Estep 
Score: -24510058.000000 Penalty: 6044.064941
	Iteration 101Q: 3 clusters Score -2.451006e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 182397 members 
Entering Unmasked Estep 
Score: -24510102.000000 Penalty: 6044.064941
	Iteration 102Q: 3 clusters Score -2.45101e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 182459 members 
Entering Unmasked Estep 
Score: -24510102.000000 Penalty: 6044.064941
	Iteration 103Q: 3 clusters Score -2.45101e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 182517 members 
Entering Unmasked Estep 
Score: -24510074.000000 Penalty: 6044.064941
	Iteration 104Q: 3 clusters Score -2.451007e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 182578 members 
Entering Unmasked Estep 
Score: -24510086.000000 Penalty: 6044.064941
	Iteration 105Q: 3 clusters Score -2.451009e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 182655 members 
Entering Unmasked Estep 
Score: -24510048.000000 Penalty: 6044.064941
	Iteration 106Q: 3 clusters Score -2.451005e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 182743 members 
Entering Unmasked Estep 
Score: -24510052.000000 Penalty: 6044.064941
	Iteration 107Q: 3 clusters Score -2.451005e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -24510038.000000 Penalty: 6044.064941
	Iteration 108Q: 3 clusters Score -2.451004e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 182910 members 
Entering Unmasked Estep 
Score: -24510060.000000 Penalty: 6044.064941
	Iteration 109Q: 3 clusters Score -2.451006e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 183006 members 
Entering Unmasked Estep 
Score: -24510056.000000 Penalty: 6044.064941
	Iteration 110Q: 3 clusters Score -2.451006e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -24510060.000000 Penalty: 6044.064941
	Iteration 111Q: 3 clusters Score -2.451006e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -24510078.000000 Penalty: 6044.064941
	Iteration 112Q: 3 clusters Score -2.451008e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -24510058.000000 Penalty: 6044.064941
	Iteration 113Q: 3 clusters Score -2.451006e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 183398 members 
Entering Unmasked Estep 
Score: -24510076.000000 Penalty: 6044.064941
	Iteration 114Q: 3 clusters Score -2.451008e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 183489 members 
Entering Unmasked Estep 
Score: -24510050.000000 Penalty: 6044.064941
	Iteration 115Q: 3 clusters Score -2.451005e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 183573 members 
Entering Unmasked Estep 
Score: -24510036.000000 Penalty: 6044.064941
	Iteration 116Q: 3 clusters Score -2.451004e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 183644 members 
Entering Unmasked Estep 
Score: -24510016.000000 Penalty: 6044.064941
	Iteration 117Q: 3 clusters Score -2.451002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 183714 members 
Entering Unmasked Estep 
Score: -24509990.000000 Penalty: 6044.064941
	Iteration 118Q: 3 clusters Score -2.450999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 183777 members 
Entering Unmasked Estep 
Score: -24509962.000000 Penalty: 6044.064941
	Iteration 119Q: 3 clusters Score -2.450996e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 183842 members 
Entering Unmasked Estep 
Score: -24509946.000000 Penalty: 6044.064941
	Iteration 120F: 3 clusters Score -2.450995e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 183918 members 
Entering Unmasked Estep 
Score: -24509942.000000 Penalty: 6044.064941
	Iteration 121Q: 3 clusters Score -2.450994e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 184008 members 
Entering Unmasked Estep 
Score: -24509944.000000 Penalty: 6044.064941
	Iteration 122Q: 3 clusters Score -2.450994e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 184097 members 
Entering Unmasked Estep 
Score: -24509952.000000 Penalty: 6044.064941
	Iteration 123Q: 3 clusters Score -2.450995e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 184171 members 
Entering Unmasked Estep 
Score: -24509910.000000 Penalty: 6044.064941
	Iteration 124Q: 3 clusters Score -2.450991e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 184228 members 
Entering Unmasked Estep 
Score: -24509904.000000 Penalty: 6044.064941
	Iteration 125Q: 3 clusters Score -2.45099e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 184274 members 
Entering Unmasked Estep 
Score: -24509916.000000 Penalty: 6044.064941
	Iteration 126Q: 3 clusters Score -2.450992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 184316 members 
Entering Unmasked Estep 
Score: -24509912.000000 Penalty: 6044.064941
	Iteration 127Q: 3 clusters Score -2.450991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 184347 members 
Entering Unmasked Estep 
Score: -24509936.000000 Penalty: 6044.064941
	Iteration 128Q: 3 clusters Score -2.450994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 184383 members 
Entering Unmasked Estep 
Score: -24509932.000000 Penalty: 6044.064941
	Iteration 129Q: 3 clusters Score -2.450993e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 184430 members 
Entering Unmasked Estep 
Score: -24509904.000000 Penalty: 6044.064941
	Iteration 130Q: 3 clusters Score -2.45099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -24509866.000000 Penalty: 6044.064941
	Iteration 131Q: 3 clusters Score -2.450987e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 184524 members 
Entering Unmasked Estep 
Score: -24509882.000000 Penalty: 6044.064941
	Iteration 132Q: 3 clusters Score -2.450988e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -24509836.000000 Penalty: 6044.064941
	Iteration 133Q: 3 clusters Score -2.450984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 184602 members 
Entering Unmasked Estep 
Score: -24509824.000000 Penalty: 6044.064941
	Iteration 134Q: 3 clusters Score -2.450982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 184648 members 
Entering Unmasked Estep 
Score: -24509822.000000 Penalty: 6044.064941
	Iteration 135Q: 3 clusters Score -2.450982e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 184697 members 
Entering Unmasked Estep 
Score: -24509854.000000 Penalty: 6044.064941
	Iteration 136Q: 3 clusters Score -2.450985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -24509854.000000 Penalty: 6044.064941
	Iteration 137Q: 3 clusters Score -2.450985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 184795 members 
Entering Unmasked Estep 
Score: -24509820.000000 Penalty: 6044.064941
	Iteration 138Q: 3 clusters Score -2.450982e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 184834 members 
Entering Unmasked Estep 
Score: -24509812.000000 Penalty: 6044.064941
	Iteration 139Q: 3 clusters Score -2.450981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 184878 members 
Entering Unmasked Estep 
Score: -24509836.000000 Penalty: 6044.064941
	Iteration 140F: 3 clusters Score -2.450984e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -24509808.000000 Penalty: 6044.064941
	Iteration 141Q: 3 clusters Score -2.450981e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 184981 members 
Entering Unmasked Estep 
Score: -24509804.000000 Penalty: 6044.064941
	Iteration 142Q: 3 clusters Score -2.45098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -24509820.000000 Penalty: 6044.064941
	Iteration 143Q: 3 clusters Score -2.450982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 185088 members 
Entering Unmasked Estep 
Score: -24509796.000000 Penalty: 6044.064941
	Iteration 144Q: 3 clusters Score -2.45098e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -24509788.000000 Penalty: 6044.064941
	Iteration 145Q: 3 clusters Score -2.450979e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 185197 members 
Entering Unmasked Estep 
Score: -24509754.000000 Penalty: 6044.064941
	Iteration 146Q: 3 clusters Score -2.450975e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 185260 members 
Entering Unmasked Estep 
Score: -24509732.000000 Penalty: 6044.064941
	Iteration 147Q: 3 clusters Score -2.450973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -24509736.000000 Penalty: 6044.064941
	Iteration 148Q: 3 clusters Score -2.450974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 185347 members 
Entering Unmasked Estep 
Score: -24509720.000000 Penalty: 6044.064941
	Iteration 149Q: 3 clusters Score -2.450972e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 185398 members 
Entering Unmasked Estep 
Score: -24509722.000000 Penalty: 6044.064941
	Iteration 150Q: 3 clusters Score -2.450972e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 185451 members 
Entering Unmasked Estep 
Score: -24509716.000000 Penalty: 6044.064941
	Iteration 151Q: 3 clusters Score -2.450972e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -24509742.000000 Penalty: 6044.064941
	Iteration 152Q: 3 clusters Score -2.450974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 185537 members 
Entering Unmasked Estep 
Score: -24509774.000000 Penalty: 6044.064941
	Iteration 153Q: 3 clusters Score -2.450977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 185578 members 
Entering Unmasked Estep 
Score: -24509734.000000 Penalty: 6044.064941
	Iteration 154Q: 3 clusters Score -2.450973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -24509698.000000 Penalty: 6044.064941
	Iteration 155Q: 3 clusters Score -2.45097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 185651 members 
Entering Unmasked Estep 
Score: -24509702.000000 Penalty: 6044.064941
	Iteration 156Q: 3 clusters Score -2.45097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 185681 members 
Entering Unmasked Estep 
Score: -24509682.000000 Penalty: 6044.064941
	Iteration 157Q: 3 clusters Score -2.450968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 185704 members 
Entering Unmasked Estep 
Score: -24509690.000000 Penalty: 6044.064941
	Iteration 158Q: 3 clusters Score -2.450969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 185730 members 
Entering Unmasked Estep 
Score: -24509694.000000 Penalty: 6044.064941
	Iteration 159Q: 3 clusters Score -2.450969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 185749 members 
Entering Unmasked Estep 
Score: -24509658.000000 Penalty: 6044.064941
	Iteration 160F: 3 clusters Score -2.450966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 185770 members 
Entering Unmasked Estep 
Score: -24509670.000000 Penalty: 6044.064941
	Iteration 161Q: 3 clusters Score -2.450967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 185785 members 
Entering Unmasked Estep 
Score: -24509690.000000 Penalty: 6044.064941
	Iteration 162Q: 3 clusters Score -2.450969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 185801 members 
Entering Unmasked Estep 
Score: -24509680.000000 Penalty: 6044.064941
	Iteration 163Q: 3 clusters Score -2.450968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 185822 members 
Entering Unmasked Estep 
Score: -24509666.000000 Penalty: 6044.064941
	Iteration 164Q: 3 clusters Score -2.450967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -24509654.000000 Penalty: 6044.064941
	Iteration 165Q: 3 clusters Score -2.450965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 185856 members 
Entering Unmasked Estep 
Score: -24509642.000000 Penalty: 6044.064941
	Iteration 166Q: 3 clusters Score -2.450964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 185872 members 
Entering Unmasked Estep 
Score: -24509662.000000 Penalty: 6044.064941
	Iteration 167Q: 3 clusters Score -2.450966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 185893 members 
Entering Unmasked Estep 
Score: -24509674.000000 Penalty: 6044.064941
	Iteration 168Q: 3 clusters Score -2.450967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 185919 members 
Entering Unmasked Estep 
Score: -24509660.000000 Penalty: 6044.064941
	Iteration 169Q: 3 clusters Score -2.450966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 185947 members 
Entering Unmasked Estep 
Score: -24509658.000000 Penalty: 6044.064941
	Iteration 170Q: 3 clusters Score -2.450966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 185973 members 
Entering Unmasked Estep 
Score: -24509646.000000 Penalty: 6044.064941
	Iteration 171Q: 3 clusters Score -2.450965e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 186012 members 
Entering Unmasked Estep 
Score: -24509642.000000 Penalty: 6044.064941
	Iteration 172Q: 3 clusters Score -2.450964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 186044 members 
Entering Unmasked Estep 
Score: -24509624.000000 Penalty: 6044.064941
	Iteration 173Q: 3 clusters Score -2.450962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 186078 members 
Entering Unmasked Estep 
Score: -24509594.000000 Penalty: 6044.064941
	Iteration 174Q: 3 clusters Score -2.450959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 186107 members 
Entering Unmasked Estep 
Score: -24509618.000000 Penalty: 6044.064941
	Iteration 175Q: 3 clusters Score -2.450962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 186123 members 
Entering Unmasked Estep 
Score: -24509620.000000 Penalty: 6044.064941
	Iteration 176Q: 3 clusters Score -2.450962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 186136 members 
Entering Unmasked Estep 
Score: -24509572.000000 Penalty: 6044.064941
	Iteration 177Q: 3 clusters Score -2.450957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 186158 members 
Entering Unmasked Estep 
Score: -24509576.000000 Penalty: 6044.064941
	Iteration 178Q: 3 clusters Score -2.450958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 186174 members 
Entering Unmasked Estep 
Score: -24509570.000000 Penalty: 6044.064941
	Iteration 179Q: 3 clusters Score -2.450957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 186189 members 
Entering Unmasked Estep 
Score: -24509586.000000 Penalty: 6044.064941
	Iteration 180F: 3 clusters Score -2.450959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 186200 members 
Entering Unmasked Estep 
Score: -24509608.000000 Penalty: 6044.064941
	Iteration 181Q: 3 clusters Score -2.450961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -24509586.000000 Penalty: 6044.064941
	Iteration 182Q: 3 clusters Score -2.450959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 186249 members 
Entering Unmasked Estep 
Score: -24509588.000000 Penalty: 6044.064941
	Iteration 183Q: 3 clusters Score -2.450959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 186278 members 
Entering Unmasked Estep 
Score: -24509598.000000 Penalty: 6044.064941
	Iteration 184Q: 3 clusters Score -2.45096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 186304 members 
Entering Unmasked Estep 
Score: -24509574.000000 Penalty: 6044.064941
	Iteration 185Q: 3 clusters Score -2.450957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 186319 members 
Entering Unmasked Estep 
Score: -24509578.000000 Penalty: 6044.064941
	Iteration 186Q: 3 clusters Score -2.450958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 186338 members 
Entering Unmasked Estep 
Score: -24509586.000000 Penalty: 6044.064941
	Iteration 187Q: 3 clusters Score -2.450959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 186363 members 
Entering Unmasked Estep 
Score: -24509604.000000 Penalty: 6044.064941
	Iteration 188Q: 3 clusters Score -2.45096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 186392 members 
Entering Unmasked Estep 
Score: -24509606.000000 Penalty: 6044.064941
	Iteration 189Q: 3 clusters Score -2.450961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 186416 members 
Entering Unmasked Estep 
Score: -24509604.000000 Penalty: 6044.064941
	Iteration 190Q: 3 clusters Score -2.45096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 186446 members 
Entering Unmasked Estep 
Score: -24509594.000000 Penalty: 6044.064941
	Iteration 191Q: 3 clusters Score -2.450959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 186479 members 
Entering Unmasked Estep 
Score: -24509596.000000 Penalty: 6044.064941
	Iteration 192Q: 3 clusters Score -2.45096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 186509 members 
Entering Unmasked Estep 
Score: -24509604.000000 Penalty: 6044.064941
	Iteration 193Q: 3 clusters Score -2.45096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -24509598.000000 Penalty: 6044.064941
	Iteration 194Q: 3 clusters Score -2.45096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 186556 members 
Entering Unmasked Estep 
Score: -24509610.000000 Penalty: 6044.064941
	Iteration 195Q: 3 clusters Score -2.450961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 186578 members 
Entering Unmasked Estep 
Score: -24509628.000000 Penalty: 6044.064941
	Iteration 196Q: 3 clusters Score -2.450963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -24509604.000000 Penalty: 6044.064941
	Iteration 197Q: 3 clusters Score -2.45096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 186627 members 
Entering Unmasked Estep 
Score: -24509582.000000 Penalty: 6044.064941
	Iteration 198Q: 3 clusters Score -2.450958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -24509598.000000 Penalty: 6044.064941
	Iteration 199Q: 3 clusters Score -2.45096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -24509588.000000 Penalty: 6044.064941
	Iteration 200F: 3 clusters Score -2.450959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 186699 members 
Entering Unmasked Estep 
Score: -24509594.000000 Penalty: 6044.064941
	Iteration 201Q: 3 clusters Score -2.450959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 186727 members 
Entering Unmasked Estep 
Score: -24509584.000000 Penalty: 6044.064941
	Iteration 202Q: 3 clusters Score -2.450958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 186757 members 
Entering Unmasked Estep 
Score: -24509572.000000 Penalty: 6044.064941
	Iteration 203Q: 3 clusters Score -2.450957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 186776 members 
Entering Unmasked Estep 
Score: -24509566.000000 Penalty: 6044.064941
	Iteration 204Q: 3 clusters Score -2.450957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -24509534.000000 Penalty: 6044.064941
	Iteration 205Q: 3 clusters Score -2.450953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 186820 members 
Entering Unmasked Estep 
Score: -24509522.000000 Penalty: 6044.064941
	Iteration 206Q: 3 clusters Score -2.450952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -24509522.000000 Penalty: 6044.064941
	Iteration 207Q: 3 clusters Score -2.450952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 186868 members 
Entering Unmasked Estep 
Score: -24509526.000000 Penalty: 6044.064941
	Iteration 208Q: 3 clusters Score -2.450953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 186887 members 
Entering Unmasked Estep 
Score: -24509518.000000 Penalty: 6044.064941
	Iteration 209Q: 3 clusters Score -2.450952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 186903 members 
Entering Unmasked Estep 
Score: -24509500.000000 Penalty: 6044.064941
	Iteration 210Q: 3 clusters Score -2.45095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 186919 members 
Entering Unmasked Estep 
Score: -24509486.000000 Penalty: 6044.064941
	Iteration 211Q: 3 clusters Score -2.450949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 186932 members 
Entering Unmasked Estep 
Score: -24509500.000000 Penalty: 6044.064941
	Iteration 212Q: 3 clusters Score -2.45095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 186944 members 
Entering Unmasked Estep 
Score: -24509492.000000 Penalty: 6044.064941
	Iteration 213Q: 3 clusters Score -2.450949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 186954 members 
Entering Unmasked Estep 
Score: -24509486.000000 Penalty: 6044.064941
	Iteration 214Q: 3 clusters Score -2.450949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -24509514.000000 Penalty: 6044.064941
	Iteration 215Q: 3 clusters Score -2.450951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 186979 members 
Entering Unmasked Estep 
Score: -24509506.000000 Penalty: 6044.064941
	Iteration 216Q: 3 clusters Score -2.450951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 186984 members 
Entering Unmasked Estep 
Score: -24509498.000000 Penalty: 6044.064941
	Iteration 217Q: 3 clusters Score -2.45095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 186991 members 
Entering Unmasked Estep 
Score: -24509498.000000 Penalty: 6044.064941
	Iteration 218Q: 3 clusters Score -2.45095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 186998 members 
Entering Unmasked Estep 
Score: -24509488.000000 Penalty: 6044.064941
	Iteration 219Q: 3 clusters Score -2.450949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 187004 members 
Entering Unmasked Estep 
Score: -24509478.000000 Penalty: 6044.064941
	Iteration 220F: 3 clusters Score -2.450948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -24509488.000000 Penalty: 6044.064941
	Iteration 221Q: 3 clusters Score -2.450949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 187015 members 
Entering Unmasked Estep 
Score: -24509480.000000 Penalty: 6044.064941
	Iteration 222Q: 3 clusters Score -2.450948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 187022 members 
Entering Unmasked Estep 
Score: -24509462.000000 Penalty: 6044.064941
	Iteration 223Q: 3 clusters Score -2.450946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -24509454.000000 Penalty: 6044.064941
	Iteration 224Q: 3 clusters Score -2.450945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 187038 members 
Entering Unmasked Estep 
Score: -24509460.000000 Penalty: 6044.064941
	Iteration 225Q: 3 clusters Score -2.450946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 187053 members 
Entering Unmasked Estep 
Score: -24509462.000000 Penalty: 6044.064941
	Iteration 226Q: 3 clusters Score -2.450946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 187068 members 
Entering Unmasked Estep 
Score: -24509450.000000 Penalty: 6044.064941
	Iteration 227Q: 3 clusters Score -2.450945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 187081 members 
Entering Unmasked Estep 
Score: -24509472.000000 Penalty: 6044.064941
	Iteration 228Q: 3 clusters Score -2.450947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 187090 members 
Entering Unmasked Estep 
Score: -24509488.000000 Penalty: 6044.064941
	Iteration 229Q: 3 clusters Score -2.450949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 187097 members 
Entering Unmasked Estep 
Score: -24509494.000000 Penalty: 6044.064941
	Iteration 230Q: 3 clusters Score -2.450949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 187106 members 
Entering Unmasked Estep 
Score: -24509506.000000 Penalty: 6044.064941
	Iteration 231Q: 3 clusters Score -2.450951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -24509490.000000 Penalty: 6044.064941
	Iteration 232Q: 3 clusters Score -2.450949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -24509472.000000 Penalty: 6044.064941
	Iteration 233Q: 3 clusters Score -2.450947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 187160 members 
Entering Unmasked Estep 
Score: -24509470.000000 Penalty: 6044.064941
	Iteration 234Q: 3 clusters Score -2.450947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 187179 members 
Entering Unmasked Estep 
Score: -24509480.000000 Penalty: 6044.064941
	Iteration 235Q: 3 clusters Score -2.450948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 187192 members 
Entering Unmasked Estep 
Score: -24509468.000000 Penalty: 6044.064941
	Iteration 236Q: 3 clusters Score -2.450947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 187201 members 
Entering Unmasked Estep 
Score: -24509480.000000 Penalty: 6044.064941
	Iteration 237Q: 3 clusters Score -2.450948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 187215 members 
Entering Unmasked Estep 
Score: -24509496.000000 Penalty: 6044.064941
	Iteration 238Q: 3 clusters Score -2.45095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 187226 members 
Entering Unmasked Estep 
Score: -24509496.000000 Penalty: 6044.064941
	Iteration 239Q: 3 clusters Score -2.45095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
Score: -24509488.000000 Penalty: 6044.064941
	Iteration 240F: 3 clusters Score -2.450949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 187244 members 
Entering Unmasked Estep 
Score: -24509496.000000 Penalty: 6044.064941
	Iteration 241Q: 3 clusters Score -2.45095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 187251 members 
Entering Unmasked Estep 
Score: -24509486.000000 Penalty: 6044.064941
	Iteration 242Q: 3 clusters Score -2.450949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 187258 members 
Entering Unmasked Estep 
Score: -24509494.000000 Penalty: 6044.064941
	Iteration 243Q: 3 clusters Score -2.450949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 187264 members 
Entering Unmasked Estep 
Score: -24509476.000000 Penalty: 6044.064941
	Iteration 244Q: 3 clusters Score -2.450948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 187268 members 
Entering Unmasked Estep 
Score: -24509486.000000 Penalty: 6044.064941
	Iteration 245Q: 3 clusters Score -2.450949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 187269 members 
Entering Unmasked Estep 
Score: -24509492.000000 Penalty: 6044.064941
	Iteration 246Q: 3 clusters Score -2.450949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 187271 members 
Entering Unmasked Estep 
Score: -24509500.000000 Penalty: 6044.064941
	Iteration 247Q: 3 clusters Score -2.45095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 187274 members 
Entering Unmasked Estep 
Score: -24509494.000000 Penalty: 6044.064941
	Iteration 248Q: 3 clusters Score -2.450949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 187276 members 
Entering Unmasked Estep 
Score: -24509494.000000 Penalty: 6044.064941
	Iteration 249Q: 3 clusters Score -2.450949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -24509496.000000 Penalty: 6044.064941
	Iteration 250Q: 3 clusters Score -2.45095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 187283 members 
Entering Unmasked Estep 
Score: -24509508.000000 Penalty: 6044.064941
	Iteration 251Q: 3 clusters Score -2.450951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 187287 members 
Entering Unmasked Estep 
Score: -24509514.000000 Penalty: 6044.064941
	Iteration 252Q: 3 clusters Score -2.450951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 187289 members 
Entering Unmasked Estep 
Score: -24509508.000000 Penalty: 6044.064941
	Iteration 253Q: 3 clusters Score -2.450951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 187289 members 
Entering Unmasked Estep 
Score: -24509508.000000 Penalty: 6044.064941
	Iteration 254F: 3 clusters Score -2.450951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -1664068.375000 Penalty: 2350.695312
	Iteration 0F: 2 clusters Score -1664068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1654423.250000 Penalty: 4701.390625
	Iteration 0F: 3 clusters Score -1654423 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1657396.375000 Penalty: 4701.390625
	Iteration 1F: 3 clusters Score -1657396 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1657885.375000 Penalty: 4701.390625
	Iteration 2F: 3 clusters Score -1657885 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1658354.000000 Penalty: 4701.390625
	Iteration 3F: 3 clusters Score -1658354 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1658768.375000 Penalty: 4701.390625
	Iteration 4F: 3 clusters Score -1658768 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1659169.000000 Penalty: 4701.390625
	Iteration 5F: 3 clusters Score -1659169 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1659568.875000 Penalty: 4701.390625
	Iteration 6F: 3 clusters Score -1659569 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1659976.125000 Penalty: 4701.390625
	Iteration 7F: 3 clusters Score -1659976 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1660435.750000 Penalty: 4701.390625
	Iteration 8F: 3 clusters Score -1660436 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1660984.375000 Penalty: 4701.390625
	Iteration 9F: 3 clusters Score -1660984 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1661503.500000 Penalty: 4701.390625
	Iteration 10F: 3 clusters Score -1661504 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1661901.000000 Penalty: 4701.390625
	Iteration 11Q: 3 clusters Score -1661901 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1662189.000000 Penalty: 4701.390625
	Iteration 12Q: 3 clusters Score -1662189 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1662364.750000 Penalty: 4701.390625
	Iteration 13Q: 3 clusters Score -1662365 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1662503.625000 Penalty: 4701.390625
	Iteration 14Q: 3 clusters Score -1662504 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1662606.375000 Penalty: 4701.390625
	Iteration 15Q: 3 clusters Score -1662606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1662677.750000 Penalty: 4701.390625
	Iteration 16Q: 3 clusters Score -1662678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1662718.000000 Penalty: 4701.390625
	Iteration 17Q: 3 clusters Score -1662718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1662756.000000 Penalty: 4701.390625
	Iteration 18Q: 3 clusters Score -1662756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1662772.000000 Penalty: 4701.390625
	Iteration 19Q: 3 clusters Score -1662772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1662791.125000 Penalty: 4701.390625
	Iteration 20F: 3 clusters Score -1662791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1662803.625000 Penalty: 4701.390625
	Iteration 21Q: 3 clusters Score -1662804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1662812.250000 Penalty: 4701.390625
	Iteration 22Q: 3 clusters Score -1662812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1662815.875000 Penalty: 4701.390625
	Iteration 23Q: 3 clusters Score -1662816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1662820.500000 Penalty: 4701.390625
	Iteration 24Q: 3 clusters Score -1662820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1662827.125000 Penalty: 4701.390625
	Iteration 25Q: 3 clusters Score -1662827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1662835.125000 Penalty: 4701.390625
	Iteration 26Q: 3 clusters Score -1662835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1662840.375000 Penalty: 4701.390625
	Iteration 27Q: 3 clusters Score -1662840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1662841.500000 Penalty: 4701.390625
	Iteration 28Q: 3 clusters Score -1662842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1662846.500000 Penalty: 4701.390625
	Iteration 29Q: 3 clusters Score -1662846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1662846.875000 Penalty: 4701.390625
	Iteration 30Q: 3 clusters Score -1662847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1662845.500000 Penalty: 4701.390625
	Iteration 31Q: 3 clusters Score -1662846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1662845.500000 Penalty: 4701.390625
	Iteration 32F: 3 clusters Score -1662846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -825652.250000 Penalty: 2193.431152
	Iteration 0F: 2 clusters Score -825652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -819972.687500 Penalty: 4386.862305
	Iteration 0F: 3 clusters Score -819972.7 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -821628.250000 Penalty: 4386.862305
	Iteration 1F: 3 clusters Score -821628.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -822062.687500 Penalty: 4386.862305
	Iteration 2F: 3 clusters Score -822062.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -822370.500000 Penalty: 4386.862305
	Iteration 3F: 3 clusters Score -822370.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -822651.812500 Penalty: 4386.862305
	Iteration 4F: 3 clusters Score -822651.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -822913.562500 Penalty: 4386.862305
	Iteration 5F: 3 clusters Score -822913.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -823145.000000 Penalty: 4386.862305
	Iteration 6F: 3 clusters Score -823145 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -823355.437500 Penalty: 4386.862305
	Iteration 7Q: 3 clusters Score -823355.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -823532.562500 Penalty: 4386.862305
	Iteration 8Q: 3 clusters Score -823532.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -823715.187500 Penalty: 4386.862305
	Iteration 9Q: 3 clusters Score -823715.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -823851.437500 Penalty: 4386.862305
	Iteration 10Q: 3 clusters Score -823851.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -823946.187500 Penalty: 4386.862305
	Iteration 11Q: 3 clusters Score -823946.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -824017.500000 Penalty: 4386.862305
	Iteration 12Q: 3 clusters Score -824017.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -824072.875000 Penalty: 4386.862305
	Iteration 13Q: 3 clusters Score -824072.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -824111.625000 Penalty: 4386.862305
	Iteration 14Q: 3 clusters Score -824111.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -824143.125000 Penalty: 4386.862305
	Iteration 15Q: 3 clusters Score -824143.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -824165.687500 Penalty: 4386.862305
	Iteration 16Q: 3 clusters Score -824165.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -824189.812500 Penalty: 4386.862305
	Iteration 17Q: 3 clusters Score -824189.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -824212.500000 Penalty: 4386.862305
	Iteration 18Q: 3 clusters Score -824212.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -824224.687500 Penalty: 4386.862305
	Iteration 19Q: 3 clusters Score -824224.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -824235.250000 Penalty: 4386.862305
	Iteration 20F: 3 clusters Score -824235.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -824246.312500 Penalty: 4386.862305
	Iteration 21Q: 3 clusters Score -824246.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -824259.625000 Penalty: 4386.862305
	Iteration 22Q: 3 clusters Score -824259.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -824267.312500 Penalty: 4386.862305
	Iteration 23Q: 3 clusters Score -824267.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -824272.937500 Penalty: 4386.862305
	Iteration 24Q: 3 clusters Score -824272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -824275.687500 Penalty: 4386.862305
	Iteration 25Q: 3 clusters Score -824275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -824280.125000 Penalty: 4386.862305
	Iteration 26Q: 3 clusters Score -824280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -824280.625000 Penalty: 4386.862305
	Iteration 27Q: 3 clusters Score -824280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -824285.187500 Penalty: 4386.862305
	Iteration 28Q: 3 clusters Score -824285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -824289.250000 Penalty: 4386.862305
	Iteration 29Q: 3 clusters Score -824289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -824290.000000 Penalty: 4386.862305
	Iteration 30Q: 3 clusters Score -824290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -824291.625000 Penalty: 4386.862305
	Iteration 31Q: 3 clusters Score -824291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -824293.062500 Penalty: 4386.862305
	Iteration 32Q: 3 clusters Score -824293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -824296.625000 Penalty: 4386.862305
	Iteration 33Q: 3 clusters Score -824296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -824301.000000 Penalty: 4386.862305
	Iteration 34Q: 3 clusters Score -824301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -824302.125000 Penalty: 4386.862305
	Iteration 35Q: 3 clusters Score -824302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -824305.250000 Penalty: 4386.862305
	Iteration 36Q: 3 clusters Score -824305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -824309.250000 Penalty: 4386.862305
	Iteration 37Q: 3 clusters Score -824309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -824310.687500 Penalty: 4386.862305
	Iteration 38Q: 3 clusters Score -824310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -824316.312500 Penalty: 4386.862305
	Iteration 39Q: 3 clusters Score -824316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -824316.875000 Penalty: 4386.862305
	Iteration 40F: 3 clusters Score -824316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -824319.375000 Penalty: 4386.862305
	Iteration 41Q: 3 clusters Score -824319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -824323.125000 Penalty: 4386.862305
	Iteration 42Q: 3 clusters Score -824323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -824323.500000 Penalty: 4386.862305
	Iteration 43Q: 3 clusters Score -824323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -824325.437500 Penalty: 4386.862305
	Iteration 44Q: 3 clusters Score -824325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -824328.312500 Penalty: 4386.862305
	Iteration 45Q: 3 clusters Score -824328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -824330.187500 Penalty: 4386.862305
	Iteration 46Q: 3 clusters Score -824330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -824336.750000 Penalty: 4386.862305
	Iteration 47Q: 3 clusters Score -824336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -824336.375000 Penalty: 4386.862305
	Iteration 48Q: 3 clusters Score -824336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 4386.862305
	Iteration 49Q: 3 clusters Score -824337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 4386.862305
	Iteration 50F: 3 clusters Score -824337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Entering Unmasked Estep 
Score: -901967.562500 Penalty: 2198.422119
	Iteration 0F: 2 clusters Score -901967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -896127.125000 Penalty: 4396.844238
	Iteration 0F: 3 clusters Score -896127.1 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -897710.500000 Penalty: 4396.844238
	Iteration 1F: 3 clusters Score -897710.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -897967.500000 Penalty: 4396.844238
	Iteration 2F: 3 clusters Score -897967.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -898149.437500 Penalty: 4396.844238
	Iteration 3F: 3 clusters Score -898149.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -898282.125000 Penalty: 4396.844238
	Iteration 4Q: 3 clusters Score -898282.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -898405.125000 Penalty: 4396.844238
	Iteration 5Q: 3 clusters Score -898405.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -898502.125000 Penalty: 4396.844238
	Iteration 6Q: 3 clusters Score -898502.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -898585.750000 Penalty: 4396.844238
	Iteration 7Q: 3 clusters Score -898585.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -898668.625000 Penalty: 4396.844238
	Iteration 8Q: 3 clusters Score -898668.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -898751.375000 Penalty: 4396.844238
	Iteration 9Q: 3 clusters Score -898751.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -898842.000000 Penalty: 4396.844238
	Iteration 10Q: 3 clusters Score -898842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -898917.437500 Penalty: 4396.844238
	Iteration 11Q: 3 clusters Score -898917.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -898988.375000 Penalty: 4396.844238
	Iteration 12Q: 3 clusters Score -898988.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -899062.562500 Penalty: 4396.844238
	Iteration 13Q: 3 clusters Score -899062.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -899143.937500 Penalty: 4396.844238
	Iteration 14Q: 3 clusters Score -899143.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -899229.937500 Penalty: 4396.844238
	Iteration 15Q: 3 clusters Score -899229.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -899317.750000 Penalty: 4396.844238
	Iteration 16Q: 3 clusters Score -899317.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -899410.625000 Penalty: 4396.844238
	Iteration 17Q: 3 clusters Score -899410.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -899499.437500 Penalty: 4396.844238
	Iteration 18Q: 3 clusters Score -899499.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -899587.125000 Penalty: 4396.844238
	Iteration 19Q: 3 clusters Score -899587.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -899661.125000 Penalty: 4396.844238
	Iteration 20F: 3 clusters Score -899661.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -899728.750000 Penalty: 4396.844238
	Iteration 21Q: 3 clusters Score -899728.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -899799.937500 Penalty: 4396.844238
	Iteration 22Q: 3 clusters Score -899799.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -899873.125000 Penalty: 4396.844238
	Iteration 23Q: 3 clusters Score -899873.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -899945.375000 Penalty: 4396.844238
	Iteration 24Q: 3 clusters Score -899945.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -900005.187500 Penalty: 4396.844238
	Iteration 25Q: 3 clusters Score -900005.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -900058.187500 Penalty: 4396.844238
	Iteration 26Q: 3 clusters Score -900058.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -900107.625000 Penalty: 4396.844238
	Iteration 27Q: 3 clusters Score -900107.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -900151.937500 Penalty: 4396.844238
	Iteration 28Q: 3 clusters Score -900151.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -900184.562500 Penalty: 4396.844238
	Iteration 29Q: 3 clusters Score -900184.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -900203.000000 Penalty: 4396.844238
	Iteration 30Q: 3 clusters Score -900203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -900216.562500 Penalty: 4396.844238
	Iteration 31Q: 3 clusters Score -900216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -900231.000000 Penalty: 4396.844238
	Iteration 32Q: 3 clusters Score -900231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -900247.312500 Penalty: 4396.844238
	Iteration 33Q: 3 clusters Score -900247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -900258.500000 Penalty: 4396.844238
	Iteration 34Q: 3 clusters Score -900258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -900262.687500 Penalty: 4396.844238
	Iteration 35Q: 3 clusters Score -900262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -900267.687500 Penalty: 4396.844238
	Iteration 36Q: 3 clusters Score -900267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -900270.437500 Penalty: 4396.844238
	Iteration 37Q: 3 clusters Score -900270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -900272.187500 Penalty: 4396.844238
	Iteration 38F: 3 clusters Score -900272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -900281.375000 Penalty: 4396.844238
	Iteration 39Q: 3 clusters Score -900281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -900290.375000 Penalty: 4396.844238
	Iteration 40F: 3 clusters Score -900290.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -900303.937500 Penalty: 4396.844238
	Iteration 41Q: 3 clusters Score -900303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -900310.750000 Penalty: 4396.844238
	Iteration 42Q: 3 clusters Score -900310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -900321.625000 Penalty: 4396.844238
	Iteration 43Q: 3 clusters Score -900321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -900336.500000 Penalty: 4396.844238
	Iteration 44Q: 3 clusters Score -900336.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -900355.250000 Penalty: 4396.844238
	Iteration 45Q: 3 clusters Score -900355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -900386.937500 Penalty: 4396.844238
	Iteration 46Q: 3 clusters Score -900386.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -900434.000000 Penalty: 4396.844238
	Iteration 47Q: 3 clusters Score -900434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -900476.500000 Penalty: 4396.844238
	Iteration 48Q: 3 clusters Score -900476.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -900503.000000 Penalty: 4396.844238
	Iteration 49Q: 3 clusters Score -900503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -900519.562500 Penalty: 4396.844238
	Iteration 50Q: 3 clusters Score -900519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -900527.812500 Penalty: 4396.844238
	Iteration 51Q: 3 clusters Score -900527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -900529.812500 Penalty: 4396.844238
	Iteration 52Q: 3 clusters Score -900529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -900535.625000 Penalty: 4396.844238
	Iteration 53Q: 3 clusters Score -900535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -900543.375000 Penalty: 4396.844238
	Iteration 54Q: 3 clusters Score -900543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -900549.937500 Penalty: 4396.844238
	Iteration 55Q: 3 clusters Score -900549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -900551.625000 Penalty: 4396.844238
	Iteration 56Q: 3 clusters Score -900551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -900560.437500 Penalty: 4396.844238
	Iteration 57F: 3 clusters Score -900560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -900569.125000 Penalty: 4396.844238
	Iteration 58Q: 3 clusters Score -900569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -900575.187500 Penalty: 4396.844238
	Iteration 59Q: 3 clusters Score -900575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -900577.312500 Penalty: 4396.844238
	Iteration 60F: 3 clusters Score -900577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -900578.562500 Penalty: 4396.844238
	Iteration 61Q: 3 clusters Score -900578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -900578.562500 Penalty: 4396.844238
	Iteration 62F: 3 clusters Score -900578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -270077.687500 Penalty: 1905.484009
	Iteration 0F: 2 clusters Score -270077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267360.781250 Penalty: 3810.968018
	Iteration 0F: 3 clusters Score -267360.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -267868.500000 Penalty: 3810.968018
	Iteration 1F: 3 clusters Score -267868.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267963.187500 Penalty: 3810.968018
	Iteration 2F: 3 clusters Score -267963.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268023.718750 Penalty: 3810.968018
	Iteration 3Q: 3 clusters Score -268023.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268051.625000 Penalty: 3810.968018
	Iteration 4Q: 3 clusters Score -268051.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -268069.437500 Penalty: 3810.968018
	Iteration 5Q: 3 clusters Score -268069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268084.687500 Penalty: 3810.968018
	Iteration 6Q: 3 clusters Score -268084.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -268092.656250 Penalty: 3810.968018
	Iteration 7Q: 3 clusters Score -268092.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -268101.718750 Penalty: 3810.968018
	Iteration 8Q: 3 clusters Score -268101.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268113.375000 Penalty: 3810.968018
	Iteration 9Q: 3 clusters Score -268113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268125.750000 Penalty: 3810.968018
	Iteration 10Q: 3 clusters Score -268125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268138.750000 Penalty: 3810.968018
	Iteration 11Q: 3 clusters Score -268138.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268151.218750 Penalty: 3810.968018
	Iteration 12Q: 3 clusters Score -268151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268160.781250 Penalty: 3810.968018
	Iteration 13Q: 3 clusters Score -268160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -268172.125000 Penalty: 3810.968018
	Iteration 14Q: 3 clusters Score -268172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -268180.093750 Penalty: 3810.968018
	Iteration 15Q: 3 clusters Score -268180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -268186.875000 Penalty: 3810.968018
	Iteration 16Q: 3 clusters Score -268186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -268191.468750 Penalty: 3810.968018
	Iteration 17Q: 3 clusters Score -268191.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -268197.062500 Penalty: 3810.968018
	Iteration 18Q: 3 clusters Score -268197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -268201.687500 Penalty: 3810.968018
	Iteration 19Q: 3 clusters Score -268201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268206.218750 Penalty: 3810.968018
	Iteration 20F: 3 clusters Score -268206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -268207.375000 Penalty: 3810.968018
	Iteration 21Q: 3 clusters Score -268207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -268208.812500 Penalty: 3810.968018
	Iteration 22Q: 3 clusters Score -268208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -268210.718750 Penalty: 3810.968018
	Iteration 23Q: 3 clusters Score -268210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -268212.062500 Penalty: 3810.968018
	Iteration 24Q: 3 clusters Score -268212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -268212.750000 Penalty: 3810.968018
	Iteration 25Q: 3 clusters Score -268212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -268215.375000 Penalty: 3810.968018
	Iteration 26Q: 3 clusters Score -268215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -268219.031250 Penalty: 3810.968018
	Iteration 27Q: 3 clusters Score -268219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -268220.937500 Penalty: 3810.968018
	Iteration 28Q: 3 clusters Score -268220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -268223.531250 Penalty: 3810.968018
	Iteration 29Q: 3 clusters Score -268223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268226.375000 Penalty: 3810.968018
	Iteration 30Q: 3 clusters Score -268226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268231.000000 Penalty: 3810.968018
	Iteration 31Q: 3 clusters Score -268231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -268234.250000 Penalty: 3810.968018
	Iteration 32Q: 3 clusters Score -268234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -268239.593750 Penalty: 3810.968018
	Iteration 33Q: 3 clusters Score -268239.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -268247.218750 Penalty: 3810.968018
	Iteration 34Q: 3 clusters Score -268247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268254.625000 Penalty: 3810.968018
	Iteration 35Q: 3 clusters Score -268254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268258.593750 Penalty: 3810.968018
	Iteration 36Q: 3 clusters Score -268258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268260.437500 Penalty: 3810.968018
	Iteration 37Q: 3 clusters Score -268260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -268263.437500 Penalty: 3810.968018
	Iteration 38Q: 3 clusters Score -268263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -268264.906250 Penalty: 3810.968018
	Iteration 39Q: 3 clusters Score -268264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -268266.375000 Penalty: 3810.968018
	Iteration 40F: 3 clusters Score -268266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -268268.125000 Penalty: 3810.968018
	Iteration 41Q: 3 clusters Score -268268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -268269.656250 Penalty: 3810.968018
	Iteration 42Q: 3 clusters Score -268269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -268271.562500 Penalty: 3810.968018
	Iteration 43Q: 3 clusters Score -268271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -268272.593750 Penalty: 3810.968018
	Iteration 44Q: 3 clusters Score -268272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -268272.937500 Penalty: 3810.968018
	Iteration 45Q: 3 clusters Score -268272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -268272.937500 Penalty: 3810.968018
	Iteration 46F: 3 clusters Score -268272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -285387.906250 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -285387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -282507.968750 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -282508 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283059.250000 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -283059.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -283331.406250 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -283331.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -283681.875000 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -283681.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -284058.937500 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -284058.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -284398.625000 Penalty: 3868.474365
	Iteration 5F: 3 clusters Score -284398.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284651.406250 Penalty: 3868.474365
	Iteration 6F: 3 clusters Score -284651.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284820.406250 Penalty: 3868.474365
	Iteration 7F: 3 clusters Score -284820.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -284946.406250 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -284946.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -285059.125000 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -285059.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -285160.062500 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -285160.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -285252.375000 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -285252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -285312.656250 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -285312.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -285364.031250 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -285364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -285395.093750 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -285395.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -285411.125000 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -285411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -285418.218750 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -285418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -285421.593750 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -285421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -285428.656250 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -285428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -285430.718750 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -285430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -285433.343750 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -285433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -285435.625000 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -285435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -285437.750000 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -285437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -285439.281250 Penalty: 3868.474365
	Iteration 23Q: 3 clusters Score -285439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -285439.281250 Penalty: 3868.474365
	Iteration 24F: 3 clusters Score -285439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156050 members 
Mstep: Class 3 contains 29700 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162012 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 158913 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 195950 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 6936 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 71820 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 781 members 
Entering Unmasked Estep 
Score: -105725968.000000 Penalty: 84699.109375
Splitting cluster 21 changes total score from -105725024.000000 to -105725968.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (71820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Entering Unmasked Estep 
Score: -8763141.000000 Penalty: 2773.115723
	Iteration 0F: 2 clusters Score -8763141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8714870.000000 Penalty: 5546.231445
	Iteration 0F: 3 clusters Score -8714870 nChanged 33708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -8733869.000000 Penalty: 5546.231445
	Iteration 1F: 3 clusters Score -8733869 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8734303.000000 Penalty: 5546.231445
	Iteration 2Q: 3 clusters Score -8734303 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -8734947.000000 Penalty: 5546.231445
	Iteration 3Q: 3 clusters Score -8734947 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -8735884.000000 Penalty: 5546.231445
	Iteration 4Q: 3 clusters Score -8735884 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8737192.000000 Penalty: 5546.231445
	Iteration 5Q: 3 clusters Score -8737192 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -8739446.000000 Penalty: 5546.231445
	Iteration 6F: 3 clusters Score -8739446 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -8742913.000000 Penalty: 5546.231445
	Iteration 7F: 3 clusters Score -8742913 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -8747149.000000 Penalty: 5546.231445
	Iteration 8F: 3 clusters Score -8747149 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8751100.000000 Penalty: 5546.231445
	Iteration 9F: 3 clusters Score -8751100 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -8754462.000000 Penalty: 5546.231445
	Iteration 10F: 3 clusters Score -8754462 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -8757418.000000 Penalty: 5546.231445
	Iteration 11Q: 3 clusters Score -8757418 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -8759413.000000 Penalty: 5546.231445
	Iteration 12Q: 3 clusters Score -8759413 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -8760257.000000 Penalty: 5546.231445
	Iteration 13Q: 3 clusters Score -8760257 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -8760582.000000 Penalty: 5546.231445
	Iteration 14Q: 3 clusters Score -8760582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -8760689.000000 Penalty: 5546.231445
	Iteration 15Q: 3 clusters Score -8760689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -8760726.000000 Penalty: 5546.231445
	Iteration 16Q: 3 clusters Score -8760726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -8760759.000000 Penalty: 5546.231445
	Iteration 17Q: 3 clusters Score -8760759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -8760769.000000 Penalty: 5546.231445
	Iteration 18Q: 3 clusters Score -8760769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -8760779.000000 Penalty: 5546.231445
	Iteration 19Q: 3 clusters Score -8760779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -8760800.000000 Penalty: 5546.231445
	Iteration 20F: 3 clusters Score -8760800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -8760790.000000 Penalty: 5546.231445
	Iteration 21Q: 3 clusters Score -8760790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -8760795.000000 Penalty: 5546.231445
	Iteration 22Q: 3 clusters Score -8760795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -8760795.000000 Penalty: 5546.231445
	Iteration 23F: 3 clusters Score -8760795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156050 members 
Mstep: Class 3 contains 29700 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162012 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 158913 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 195950 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 6936 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 71820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105726328.000000 Penalty: 84699.109375
Iteration 79Q: 26 clusters Score -1.057263e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156088 members 
Mstep: Class 3 contains 29737 members 
Mstep: Class 4 contains 306 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161949 members 
Mstep: Class 8 contains 11930 members 
Mstep: Class 9 contains 7723 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 158890 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 6109 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 195784 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 18 contains 6961 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 71918 members 
Mstep: Class 23 contains 547 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727088.000000 Penalty: 84699.109375
Iteration 80F: 26 clusters Score -1.057271e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 156100 members 
Mstep: Class 3 contains 29794 members 
Mstep: Class 4 contains 323 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161906 members 
Mstep: Class 8 contains 11905 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 11483 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 158842 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 195568 members 
Mstep: Class 17 contains 12888 members 
Mstep: Class 18 contains 6982 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 72005 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727496.000000 Penalty: 84699.109375
Iteration 81Q: 26 clusters Score -1.057275e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156153 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161887 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 7724 members 
Mstep: Class 10 contains 11523 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 158777 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 195385 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 7003 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 72099 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727600.000000 Penalty: 84699.109375
Iteration 82Q: 26 clusters Score -1.057276e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156223 members 
Mstep: Class 3 contains 29931 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161860 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 11567 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 158727 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 195143 members 
Mstep: Class 17 contains 12670 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 72205 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105727960.000000 Penalty: 84699.109375
Iteration 83Q: 26 clusters Score -1.05728e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156281 members 
Mstep: Class 3 contains 30008 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161901 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 7743 members 
Mstep: Class 10 contains 11592 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 158656 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 194887 members 
Mstep: Class 17 contains 12574 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 1920 members 
Mstep: Class 22 contains 72308 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728120.000000 Penalty: 84699.109375
Iteration 84Q: 26 clusters Score -1.057281e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161963 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 11625 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 158558 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 194599 members 
Mstep: Class 17 contains 12485 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 1944 members 
Mstep: Class 22 contains 72403 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728000.000000 Penalty: 84699.109375
Iteration 85Q: 26 clusters Score -1.05728e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156380 members 
Mstep: Class 3 contains 30166 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162005 members 
Mstep: Class 8 contains 11865 members 
Mstep: Class 9 contains 7748 members 
Mstep: Class 10 contains 11669 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 158491 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 5703 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 194288 members 
Mstep: Class 17 contains 12402 members 
Mstep: Class 18 contains 7050 members 
Mstep: Class 19 contains 7747 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 72500 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728480.000000 Penalty: 84699.109375
Iteration 86Q: 26 clusters Score -1.057285e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156464 members 
Mstep: Class 3 contains 30241 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162012 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 158397 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 194015 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 7061 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 72567 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728528.000000 Penalty: 84699.109375
Iteration 87Q: 26 clusters Score -1.057285e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156524 members 
Mstep: Class 3 contains 30335 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162027 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 7767 members 
Mstep: Class 10 contains 11749 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 158299 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 5569 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 193788 members 
Mstep: Class 17 contains 12223 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 72601 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728368.000000 Penalty: 84699.109375
Iteration 88Q: 26 clusters Score -1.057284e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156548 members 
Mstep: Class 3 contains 30494 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162041 members 
Mstep: Class 8 contains 11946 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 11800 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 158202 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 193506 members 
Mstep: Class 17 contains 12115 members 
Mstep: Class 18 contains 7098 members 
Mstep: Class 19 contains 8088 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 72660 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105728720.000000 Penalty: 84699.109375
Iteration 89Q: 26 clusters Score -1.057287e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156629 members 
Mstep: Class 3 contains 30643 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162090 members 
Mstep: Class 8 contains 11957 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 158094 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 193166 members 
Mstep: Class 17 contains 12004 members 
Mstep: Class 18 contains 7111 members 
Mstep: Class 19 contains 8222 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 72736 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729296.000000 Penalty: 84699.109375
Iteration 90Q: 26 clusters Score -1.057293e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156748 members 
Mstep: Class 3 contains 30830 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162092 members 
Mstep: Class 8 contains 11969 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 11871 members 
Mstep: Class 11 contains 7367 members 
Mstep: Class 12 contains 157990 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 5350 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 192808 members 
Mstep: Class 17 contains 11900 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 72804 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105729904.000000 Penalty: 84699.109375
Iteration 91Q: 26 clusters Score -1.057299e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156853 members 
Mstep: Class 3 contains 31052 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 162067 members 
Mstep: Class 8 contains 12001 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 11904 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 157880 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 192430 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 8486 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 72870 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730024.000000 Penalty: 84699.109375
Iteration 92Q: 26 clusters Score -1.0573e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156924 members 
Mstep: Class 3 contains 31266 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161970 members 
Mstep: Class 8 contains 12032 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 11937 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 157819 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 192063 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 7156 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 72928 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730224.000000 Penalty: 84699.109375
Iteration 93Q: 26 clusters Score -1.057302e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156952 members 
Mstep: Class 3 contains 31502 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161922 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 11969 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 157769 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 5190 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 191726 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 8755 members 
Mstep: Class 20 contains 2175 members 
Mstep: Class 21 contains 2014 members 
Mstep: Class 22 contains 72974 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730528.000000 Penalty: 84699.109375
Iteration 94Q: 26 clusters Score -1.057305e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156953 members 
Mstep: Class 3 contains 31703 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161922 members 
Mstep: Class 8 contains 12088 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 7638 members 
Mstep: Class 12 contains 157750 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 191341 members 
Mstep: Class 17 contains 11512 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 73058 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105730904.000000 Penalty: 84699.109375
Iteration 95Q: 26 clusters Score -1.057309e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156934 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161883 members 
Mstep: Class 8 contains 12092 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 7719 members 
Mstep: Class 12 contains 157780 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 190944 members 
Mstep: Class 17 contains 11433 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 8995 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 73140 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731104.000000 Penalty: 84699.109375
Iteration 96Q: 26 clusters Score -1.057311e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156882 members 
Mstep: Class 3 contains 32116 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161865 members 
Mstep: Class 8 contains 12088 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 10 contains 12085 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 157795 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 190549 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 7197 members 
Mstep: Class 19 contains 9120 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 73221 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731024.000000 Penalty: 84699.109375
Iteration 97Q: 26 clusters Score -1.05731e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156844 members 
Mstep: Class 3 contains 32341 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161848 members 
Mstep: Class 8 contains 12094 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 157823 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 190143 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 73265 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731192.000000 Penalty: 84699.109375
Iteration 98Q: 26 clusters Score -1.057312e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156783 members 
Mstep: Class 3 contains 32567 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161859 members 
Mstep: Class 8 contains 12103 members 
Mstep: Class 9 contains 7846 members 
Mstep: Class 10 contains 12198 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 157830 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 4914 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 189743 members 
Mstep: Class 17 contains 11230 members 
Mstep: Class 18 contains 7220 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 73301 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731168.000000 Penalty: 84699.109375
Iteration 99Q: 26 clusters Score -1.057312e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156718 members 
Mstep: Class 3 contains 32764 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161874 members 
Mstep: Class 8 contains 12104 members 
Mstep: Class 9 contains 7870 members 
Mstep: Class 10 contains 12258 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 157840 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 189354 members 
Mstep: Class 17 contains 11185 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 2170 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 73335 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105731592.000000 Penalty: 84699.109375
Iteration 100F: 26 clusters Score -1.057316e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156712 members 
Mstep: Class 3 contains 32930 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161887 members 
Mstep: Class 8 contains 12100 members 
Mstep: Class 9 contains 7883 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 157870 members 
Mstep: Class 13 contains 2672 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 188988 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 73338 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732040.000000 Penalty: 84699.109375
Iteration 101Q: 26 clusters Score -1.05732e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156701 members 
Mstep: Class 3 contains 33074 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 12376 members 
Mstep: Class 11 contains 8259 members 
Mstep: Class 12 contains 157868 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 188669 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 9635 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 2073 members 
Mstep: Class 22 contains 73342 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732376.000000 Penalty: 84699.109375
Iteration 102Q: 26 clusters Score -1.057324e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156727 members 
Mstep: Class 3 contains 33224 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161918 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 7914 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 157811 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 188335 members 
Mstep: Class 17 contains 11034 members 
Mstep: Class 18 contains 7265 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 73347 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732688.000000 Penalty: 84699.109375
Iteration 103Q: 26 clusters Score -1.057327e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156766 members 
Mstep: Class 3 contains 33431 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161910 members 
Mstep: Class 8 contains 12155 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 10 contains 12477 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 157753 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 187987 members 
Mstep: Class 17 contains 10976 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 9816 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 73356 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105732920.000000 Penalty: 84699.109375
Iteration 104Q: 26 clusters Score -1.057329e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156689 members 
Mstep: Class 3 contains 33655 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161949 members 
Mstep: Class 8 contains 12159 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 12507 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 157753 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 187661 members 
Mstep: Class 17 contains 10914 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 9896 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 73356 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733080.000000 Penalty: 84699.109375
Iteration 105Q: 26 clusters Score -1.057331e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156649 members 
Mstep: Class 3 contains 33877 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161968 members 
Mstep: Class 8 contains 12149 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 12528 members 
Mstep: Class 11 contains 8673 members 
Mstep: Class 12 contains 157773 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 187320 members 
Mstep: Class 17 contains 10838 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 9965 members 
Mstep: Class 20 contains 2175 members 
Mstep: Class 21 contains 2120 members 
Mstep: Class 22 contains 73376 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733344.000000 Penalty: 84699.109375
Iteration 106Q: 26 clusters Score -1.057333e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156618 members 
Mstep: Class 3 contains 34121 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161957 members 
Mstep: Class 8 contains 12133 members 
Mstep: Class 9 contains 8051 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 157818 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 187008 members 
Mstep: Class 17 contains 10754 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 22 contains 73379 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733624.000000 Penalty: 84699.109375
Iteration 107Q: 26 clusters Score -1.057336e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156575 members 
Mstep: Class 3 contains 34341 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161917 members 
Mstep: Class 8 contains 12100 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 12566 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 157881 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 186723 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 7286 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 2137 members 
Mstep: Class 22 contains 73400 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105733952.000000 Penalty: 84699.109375
Iteration 108Q: 26 clusters Score -1.05734e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156570 members 
Mstep: Class 3 contains 34550 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161876 members 
Mstep: Class 8 contains 12064 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 12603 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 157928 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 186416 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 73402 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734416.000000 Penalty: 84699.109375
Iteration 109Q: 26 clusters Score -1.057344e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156570 members 
Mstep: Class 3 contains 34778 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161800 members 
Mstep: Class 8 contains 12037 members 
Mstep: Class 9 contains 8161 members 
Mstep: Class 10 contains 12648 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 157975 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 186076 members 
Mstep: Class 17 contains 10540 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 73409 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105734656.000000 Penalty: 84699.109375
Iteration 110Q: 26 clusters Score -1.057347e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156493 members 
Mstep: Class 3 contains 34992 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161755 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 8203 members 
Mstep: Class 10 contains 12679 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 158019 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 185761 members 
Mstep: Class 17 contains 10466 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 73417 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735288.000000 Penalty: 84699.109375
Iteration 111Q: 26 clusters Score -1.057353e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156474 members 
Mstep: Class 3 contains 35203 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161732 members 
Mstep: Class 8 contains 11982 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 158048 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 185451 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 7301 members 
Mstep: Class 19 contains 10361 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 73414 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735424.000000 Penalty: 84699.109375
Iteration 112Q: 26 clusters Score -1.057354e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156485 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161689 members 
Mstep: Class 8 contains 11964 members 
Mstep: Class 9 contains 8267 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 9628 members 
Mstep: Class 12 contains 158106 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 185114 members 
Mstep: Class 17 contains 10350 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 73415 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735712.000000 Penalty: 84699.109375
Iteration 113Q: 26 clusters Score -1.057357e+08 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156554 members 
Mstep: Class 3 contains 35579 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161641 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 8293 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 9782 members 
Mstep: Class 12 contains 158140 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 3777 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 184724 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 10480 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 73424 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105735608.000000 Penalty: 84699.109375
Iteration 114Q: 26 clusters Score -1.057356e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156615 members 
Mstep: Class 3 contains 35746 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161568 members 
Mstep: Class 8 contains 11923 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 12768 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 158235 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 184336 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 7317 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 73436 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736000.000000 Penalty: 84699.109375
Iteration 115Q: 26 clusters Score -1.05736e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156655 members 
Mstep: Class 3 contains 35921 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161484 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 8380 members 
Mstep: Class 10 contains 12791 members 
Mstep: Class 11 contains 10071 members 
Mstep: Class 12 contains 158308 members 
Mstep: Class 13 contains 2784 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 183988 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 7319 members 
Mstep: Class 19 contains 10582 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 73445 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736288.000000 Penalty: 84699.109375
Iteration 116Q: 26 clusters Score -1.057363e+08 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156604 members 
Mstep: Class 3 contains 36063 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161479 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 8422 members 
Mstep: Class 10 contains 12805 members 
Mstep: Class 11 contains 10205 members 
Mstep: Class 12 contains 158443 members 
Mstep: Class 13 contains 2801 members 
Mstep: Class 14 contains 3567 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 183660 members 
Mstep: Class 17 contains 10110 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 10634 members 
Mstep: Class 20 contains 2202 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 73462 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105736856.000000 Penalty: 84699.109375
Iteration 117Q: 26 clusters Score -1.057369e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156554 members 
Mstep: Class 3 contains 36196 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161460 members 
Mstep: Class 8 contains 11829 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 10326 members 
Mstep: Class 12 contains 158607 members 
Mstep: Class 13 contains 2818 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 183308 members 
Mstep: Class 17 contains 10054 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 10682 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 73478 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105737456.000000 Penalty: 84699.109375
Iteration 118Q: 26 clusters Score -1.057375e+08 nChanged 3068
Entering ConstructFrom: 
Score: -105737456.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 314 members 
Entering Unmasked Estep 
Score: -68101.023438 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68101.02 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68517.367188 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68517.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68679.195312 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68679.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68797.140625 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -68797.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68938.750000 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -68938.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69150.429688 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -69150.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69641.351562 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -69641.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69730.960938 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -69730.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69769.781250 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -69769.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69785.187500 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -69785.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69796.867188 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -69796.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69806.984375 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -69806.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69832.398438 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -69832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69848.554688 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69848.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69848.554688 Penalty: 3218.645508
	Iteration 14F: 3 clusters Score -69848.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 156460 members 
Mstep: Class 3 contains 36338 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 161421 members 
Mstep: Class 8 contains 11800 members 
Mstep: Class 9 contains 8500 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 158777 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 182978 members 
Mstep: Class 17 contains 10006 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 10721 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 73497 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
Score: -105735944.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105737456.000000 to -105735944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (156460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Entering Unmasked Estep 
Score: -19791706.000000 Penalty: 2966.217773
	Iteration 0F: 2 clusters Score -1.979171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -19688834.000000 Penalty: 5932.435547
	Iteration 0F: 3 clusters Score -1.968883e+07 nChanged 74947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -19732876.000000 Penalty: 5932.435547
	Iteration 1F: 3 clusters Score -1.973288e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -19734336.000000 Penalty: 5932.435547
	Iteration 2Q: 3 clusters Score -1.973434e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -19736500.000000 Penalty: 5932.435547
	Iteration 3Q: 3 clusters Score -1.97365e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -19739344.000000 Penalty: 5932.435547
	Iteration 4Q: 3 clusters Score -1.973934e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -19743182.000000 Penalty: 5932.435547
	Iteration 5Q: 3 clusters Score -1.974318e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -19749344.000000 Penalty: 5932.435547
	Iteration 6F: 3 clusters Score -1.974934e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -19757598.000000 Penalty: 5932.435547
	Iteration 7F: 3 clusters Score -1.97576e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -19765048.000000 Penalty: 5932.435547
	Iteration 8F: 3 clusters Score -1.976505e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -19768840.000000 Penalty: 5932.435547
	Iteration 9F: 3 clusters Score -1.976884e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -19770068.000000 Penalty: 5932.435547
	Iteration 10Q: 3 clusters Score -1.977007e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -19770488.000000 Penalty: 5932.435547
	Iteration 11Q: 3 clusters Score -1.977049e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -19770824.000000 Penalty: 5932.435547
	Iteration 12Q: 3 clusters Score -1.977082e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -19771040.000000 Penalty: 5932.435547
	Iteration 13Q: 3 clusters Score -1.977104e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -19771182.000000 Penalty: 5932.435547
	Iteration 14Q: 3 clusters Score -1.977118e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -19771412.000000 Penalty: 5932.435547
	Iteration 15Q: 3 clusters Score -1.977141e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -19771508.000000 Penalty: 5932.435547
	Iteration 16Q: 3 clusters Score -1.977151e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -19771518.000000 Penalty: 5932.435547
	Iteration 17Q: 3 clusters Score -1.977152e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -19771634.000000 Penalty: 5932.435547
	Iteration 18Q: 3 clusters Score -1.977163e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -19771724.000000 Penalty: 5932.435547
	Iteration 19Q: 3 clusters Score -1.977172e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -19771918.000000 Penalty: 5932.435547
	Iteration 20F: 3 clusters Score -1.977192e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -19771962.000000 Penalty: 5932.435547
	Iteration 21Q: 3 clusters Score -1.977196e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -19772030.000000 Penalty: 5932.435547
	Iteration 22Q: 3 clusters Score -1.977203e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -19772128.000000 Penalty: 5932.435547
	Iteration 23Q: 3 clusters Score -1.977213e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -19772222.000000 Penalty: 5932.435547
	Iteration 24Q: 3 clusters Score -1.977222e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -19772210.000000 Penalty: 5932.435547
	Iteration 25Q: 3 clusters Score -1.977221e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -19772244.000000 Penalty: 5932.435547
	Iteration 26Q: 3 clusters Score -1.977224e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -19772242.000000 Penalty: 5932.435547
	Iteration 27Q: 3 clusters Score -1.977224e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -19772200.000000 Penalty: 5932.435547
	Iteration 28Q: 3 clusters Score -1.97722e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -19772162.000000 Penalty: 5932.435547
	Iteration 29Q: 3 clusters Score -1.977216e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -19772208.000000 Penalty: 5932.435547
	Iteration 30Q: 3 clusters Score -1.977221e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -19772158.000000 Penalty: 5932.435547
	Iteration 31Q: 3 clusters Score -1.977216e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -19772178.000000 Penalty: 5932.435547
	Iteration 32Q: 3 clusters Score -1.977218e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -19772160.000000 Penalty: 5932.435547
	Iteration 33Q: 3 clusters Score -1.977216e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -19772162.000000 Penalty: 5932.435547
	Iteration 34Q: 3 clusters Score -1.977216e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -19772200.000000 Penalty: 5932.435547
	Iteration 35Q: 3 clusters Score -1.97722e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -19772264.000000 Penalty: 5932.435547
	Iteration 36Q: 3 clusters Score -1.977226e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -19772282.000000 Penalty: 5932.435547
	Iteration 37Q: 3 clusters Score -1.977228e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -19772264.000000 Penalty: 5932.435547
	Iteration 38Q: 3 clusters Score -1.977226e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -19772240.000000 Penalty: 5932.435547
	Iteration 39Q: 3 clusters Score -1.977224e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -19772294.000000 Penalty: 5932.435547
	Iteration 40F: 3 clusters Score -1.977229e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -19772310.000000 Penalty: 5932.435547
	Iteration 41Q: 3 clusters Score -1.977231e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -19772312.000000 Penalty: 5932.435547
	Iteration 42Q: 3 clusters Score -1.977231e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -19772364.000000 Penalty: 5932.435547
	Iteration 43Q: 3 clusters Score -1.977236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -19772338.000000 Penalty: 5932.435547
	Iteration 44Q: 3 clusters Score -1.977234e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -19772356.000000 Penalty: 5932.435547
	Iteration 45Q: 3 clusters Score -1.977236e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -19772354.000000 Penalty: 5932.435547
	Iteration 46Q: 3 clusters Score -1.977235e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -19772366.000000 Penalty: 5932.435547
	Iteration 47Q: 3 clusters Score -1.977237e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -19772348.000000 Penalty: 5932.435547
	Iteration 48Q: 3 clusters Score -1.977235e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -19772300.000000 Penalty: 5932.435547
	Iteration 49Q: 3 clusters Score -1.97723e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -19772336.000000 Penalty: 5932.435547
	Iteration 50Q: 3 clusters Score -1.977234e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -19772342.000000 Penalty: 5932.435547
	Iteration 51Q: 3 clusters Score -1.977234e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -19772380.000000 Penalty: 5932.435547
	Iteration 52Q: 3 clusters Score -1.977238e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -19772410.000000 Penalty: 5932.435547
	Iteration 53Q: 3 clusters Score -1.977241e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -19772402.000000 Penalty: 5932.435547
	Iteration 54Q: 3 clusters Score -1.97724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -19772442.000000 Penalty: 5932.435547
	Iteration 55Q: 3 clusters Score -1.977244e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -19772418.000000 Penalty: 5932.435547
	Iteration 56Q: 3 clusters Score -1.977242e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -19772438.000000 Penalty: 5932.435547
	Iteration 57Q: 3 clusters Score -1.977244e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -19772492.000000 Penalty: 5932.435547
	Iteration 58Q: 3 clusters Score -1.977249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -19772472.000000 Penalty: 5932.435547
	Iteration 59Q: 3 clusters Score -1.977247e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -19772474.000000 Penalty: 5932.435547
	Iteration 60F: 3 clusters Score -1.977247e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -19772506.000000 Penalty: 5932.435547
	Iteration 61Q: 3 clusters Score -1.977251e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -19772516.000000 Penalty: 5932.435547
	Iteration 62Q: 3 clusters Score -1.977252e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -19772496.000000 Penalty: 5932.435547
	Iteration 63Q: 3 clusters Score -1.97725e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -19772504.000000 Penalty: 5932.435547
	Iteration 64Q: 3 clusters Score -1.97725e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -19772486.000000 Penalty: 5932.435547
	Iteration 65Q: 3 clusters Score -1.977249e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -19772458.000000 Penalty: 5932.435547
	Iteration 66Q: 3 clusters Score -1.977246e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -19772472.000000 Penalty: 5932.435547
	Iteration 67Q: 3 clusters Score -1.977247e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -19772526.000000 Penalty: 5932.435547
	Iteration 68Q: 3 clusters Score -1.977253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -19772556.000000 Penalty: 5932.435547
	Iteration 69Q: 3 clusters Score -1.977256e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -19772576.000000 Penalty: 5932.435547
	Iteration 70Q: 3 clusters Score -1.977258e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -19772568.000000 Penalty: 5932.435547
	Iteration 71Q: 3 clusters Score -1.977257e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -19772520.000000 Penalty: 5932.435547
	Iteration 72Q: 3 clusters Score -1.977252e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -19772556.000000 Penalty: 5932.435547
	Iteration 73Q: 3 clusters Score -1.977256e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -19772538.000000 Penalty: 5932.435547
	Iteration 74Q: 3 clusters Score -1.977254e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -19772554.000000 Penalty: 5932.435547
	Iteration 75Q: 3 clusters Score -1.977255e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -19772606.000000 Penalty: 5932.435547
	Iteration 76Q: 3 clusters Score -1.977261e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -19772592.000000 Penalty: 5932.435547
	Iteration 77Q: 3 clusters Score -1.977259e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -19772608.000000 Penalty: 5932.435547
	Iteration 78Q: 3 clusters Score -1.977261e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -19772620.000000 Penalty: 5932.435547
	Iteration 79Q: 3 clusters Score -1.977262e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -19772600.000000 Penalty: 5932.435547
	Iteration 80F: 3 clusters Score -1.97726e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -19772600.000000 Penalty: 5932.435547
	Iteration 81Q: 3 clusters Score -1.97726e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -19772622.000000 Penalty: 5932.435547
	Iteration 82Q: 3 clusters Score -1.977262e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -19772622.000000 Penalty: 5932.435547
	Iteration 83Q: 3 clusters Score -1.977262e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -19772654.000000 Penalty: 5932.435547
	Iteration 84Q: 3 clusters Score -1.977265e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -19772688.000000 Penalty: 5932.435547
	Iteration 85Q: 3 clusters Score -1.977269e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -19772738.000000 Penalty: 5932.435547
	Iteration 86Q: 3 clusters Score -1.977274e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -19772736.000000 Penalty: 5932.435547
	Iteration 87Q: 3 clusters Score -1.977274e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -19772726.000000 Penalty: 5932.435547
	Iteration 88Q: 3 clusters Score -1.977273e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -19772728.000000 Penalty: 5932.435547
	Iteration 89Q: 3 clusters Score -1.977273e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -19772730.000000 Penalty: 5932.435547
	Iteration 90Q: 3 clusters Score -1.977273e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -19772740.000000 Penalty: 5932.435547
	Iteration 91Q: 3 clusters Score -1.977274e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -19772740.000000 Penalty: 5932.435547
	Iteration 92Q: 3 clusters Score -1.977274e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -19772768.000000 Penalty: 5932.435547
	Iteration 93Q: 3 clusters Score -1.977277e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -19772754.000000 Penalty: 5932.435547
	Iteration 94Q: 3 clusters Score -1.977275e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -19772802.000000 Penalty: 5932.435547
	Iteration 95Q: 3 clusters Score -1.97728e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -19772816.000000 Penalty: 5932.435547
	Iteration 96Q: 3 clusters Score -1.977282e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -19772844.000000 Penalty: 5932.435547
	Iteration 97Q: 3 clusters Score -1.977284e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -19772828.000000 Penalty: 5932.435547
	Iteration 98Q: 3 clusters Score -1.977283e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -19772826.000000 Penalty: 5932.435547
	Iteration 99Q: 3 clusters Score -1.977283e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -19772840.000000 Penalty: 5932.435547
	Iteration 100F: 3 clusters Score -1.977284e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -19772820.000000 Penalty: 5932.435547
	Iteration 101Q: 3 clusters Score -1.977282e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -19772816.000000 Penalty: 5932.435547
	Iteration 102Q: 3 clusters Score -1.977282e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -19772842.000000 Penalty: 5932.435547
	Iteration 103Q: 3 clusters Score -1.977284e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -19772874.000000 Penalty: 5932.435547
	Iteration 104Q: 3 clusters Score -1.977287e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -19772892.000000 Penalty: 5932.435547
	Iteration 105Q: 3 clusters Score -1.977289e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -19772910.000000 Penalty: 5932.435547
	Iteration 106Q: 3 clusters Score -1.977291e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -19772924.000000 Penalty: 5932.435547
	Iteration 107Q: 3 clusters Score -1.977292e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -19772920.000000 Penalty: 5932.435547
	Iteration 108Q: 3 clusters Score -1.977292e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -19772924.000000 Penalty: 5932.435547
	Iteration 109Q: 3 clusters Score -1.977292e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -19772908.000000 Penalty: 5932.435547
	Iteration 110Q: 3 clusters Score -1.977291e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -19772906.000000 Penalty: 5932.435547
	Iteration 111Q: 3 clusters Score -1.977291e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -19772928.000000 Penalty: 5932.435547
	Iteration 112Q: 3 clusters Score -1.977293e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -19772964.000000 Penalty: 5932.435547
	Iteration 113Q: 3 clusters Score -1.977296e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -19772980.000000 Penalty: 5932.435547
	Iteration 114Q: 3 clusters Score -1.977298e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -19773032.000000 Penalty: 5932.435547
	Iteration 115Q: 3 clusters Score -1.977303e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -19773090.000000 Penalty: 5932.435547
	Iteration 116Q: 3 clusters Score -1.977309e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -19773146.000000 Penalty: 5932.435547
	Iteration 117Q: 3 clusters Score -1.977315e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -19773176.000000 Penalty: 5932.435547
	Iteration 118Q: 3 clusters Score -1.977318e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -19773182.000000 Penalty: 5932.435547
	Iteration 119Q: 3 clusters Score -1.977318e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -19773194.000000 Penalty: 5932.435547
	Iteration 120F: 3 clusters Score -1.977319e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -19773240.000000 Penalty: 5932.435547
	Iteration 121Q: 3 clusters Score -1.977324e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -19773278.000000 Penalty: 5932.435547
	Iteration 122Q: 3 clusters Score -1.977328e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -19773326.000000 Penalty: 5932.435547
	Iteration 123Q: 3 clusters Score -1.977333e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -19773306.000000 Penalty: 5932.435547
	Iteration 124Q: 3 clusters Score -1.977331e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -19773378.000000 Penalty: 5932.435547
	Iteration 125Q: 3 clusters Score -1.977338e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -19773414.000000 Penalty: 5932.435547
	Iteration 126Q: 3 clusters Score -1.977341e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -19773408.000000 Penalty: 5932.435547
	Iteration 127Q: 3 clusters Score -1.977341e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -19773568.000000 Penalty: 5932.435547
	Iteration 128Q: 3 clusters Score -1.977357e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -19773702.000000 Penalty: 5932.435547
	Iteration 129Q: 3 clusters Score -1.97737e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -19773834.000000 Penalty: 5932.435547
	Iteration 130Q: 3 clusters Score -1.977383e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -19773934.000000 Penalty: 5932.435547
	Iteration 131Q: 3 clusters Score -1.977393e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -19774106.000000 Penalty: 5932.435547
	Iteration 132Q: 3 clusters Score -1.977411e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -19774244.000000 Penalty: 5932.435547
	Iteration 133Q: 3 clusters Score -1.977424e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -19774420.000000 Penalty: 5932.435547
	Iteration 134Q: 3 clusters Score -1.977442e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -19774664.000000 Penalty: 5932.435547
	Iteration 135Q: 3 clusters Score -1.977466e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -19774832.000000 Penalty: 5932.435547
	Iteration 136Q: 3 clusters Score -1.977483e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 108135 members 
Entering Unmasked Estep 
Score: -19775060.000000 Penalty: 5932.435547
	Iteration 137Q: 3 clusters Score -1.977506e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -19775300.000000 Penalty: 5932.435547
	Iteration 138Q: 3 clusters Score -1.97753e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -19775504.000000 Penalty: 5932.435547
	Iteration 139Q: 3 clusters Score -1.97755e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 112159 members 
Entering Unmasked Estep 
Score: -19775778.000000 Penalty: 5932.435547
	Iteration 140F: 3 clusters Score -1.977578e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -19776044.000000 Penalty: 5932.435547
	Iteration 141Q: 3 clusters Score -1.977604e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -19776352.000000 Penalty: 5932.435547
	Iteration 142Q: 3 clusters Score -1.977635e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -19776508.000000 Penalty: 5932.435547
	Iteration 143Q: 3 clusters Score -1.977651e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -19776842.000000 Penalty: 5932.435547
	Iteration 144Q: 3 clusters Score -1.977684e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -19777156.000000 Penalty: 5932.435547
	Iteration 145Q: 3 clusters Score -1.977716e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -19777468.000000 Penalty: 5932.435547
	Iteration 146Q: 3 clusters Score -1.977747e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 122843 members 
Entering Unmasked Estep 
Score: -19777962.000000 Penalty: 5932.435547
	Iteration 147Q: 3 clusters Score -1.977796e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -19778320.000000 Penalty: 5932.435547
	Iteration 148Q: 3 clusters Score -1.977832e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -19778694.000000 Penalty: 5932.435547
	Iteration 149Q: 3 clusters Score -1.977869e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -19779342.000000 Penalty: 5932.435547
	Iteration 150Q: 3 clusters Score -1.977934e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -19779960.000000 Penalty: 5932.435547
	Iteration 151Q: 3 clusters Score -1.977996e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 131761 members 
Entering Unmasked Estep 
Score: -19780392.000000 Penalty: 5932.435547
	Iteration 152Q: 3 clusters Score -1.978039e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 133684 members 
Entering Unmasked Estep 
Score: -19781056.000000 Penalty: 5932.435547
	Iteration 153Q: 3 clusters Score -1.978106e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -19781770.000000 Penalty: 5932.435547
	Iteration 154Q: 3 clusters Score -1.978177e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -19782472.000000 Penalty: 5932.435547
	Iteration 155Q: 3 clusters Score -1.978247e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 139583 members 
Entering Unmasked Estep 
Score: -19783310.000000 Penalty: 5932.435547
	Iteration 156Q: 3 clusters Score -1.978331e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 141576 members 
Entering Unmasked Estep 
Score: -19784042.000000 Penalty: 5932.435547
	Iteration 157Q: 3 clusters Score -1.978404e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 143498 members 
Entering Unmasked Estep 
Score: -19784910.000000 Penalty: 5932.435547
	Iteration 158Q: 3 clusters Score -1.978491e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 145344 members 
Entering Unmasked Estep 
Score: -19785788.000000 Penalty: 5932.435547
	Iteration 159Q: 3 clusters Score -1.978579e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -19786494.000000 Penalty: 5932.435547
	Iteration 160F: 3 clusters Score -1.978649e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -19787036.000000 Penalty: 5932.435547
	Iteration 161Q: 3 clusters Score -1.978704e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -19787526.000000 Penalty: 5932.435547
	Iteration 162Q: 3 clusters Score -1.978753e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 151056 members 
Entering Unmasked Estep 
Score: -19787990.000000 Penalty: 5932.435547
	Iteration 163Q: 3 clusters Score -1.978799e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 152025 members 
Entering Unmasked Estep 
Score: -19788374.000000 Penalty: 5932.435547
	Iteration 164Q: 3 clusters Score -1.978837e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -19788700.000000 Penalty: 5932.435547
	Iteration 165Q: 3 clusters Score -1.97887e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -19788892.000000 Penalty: 5932.435547
	Iteration 166Q: 3 clusters Score -1.978889e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -19789028.000000 Penalty: 5932.435547
	Iteration 167Q: 3 clusters Score -1.978903e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 154311 members 
Entering Unmasked Estep 
Score: -19789114.000000 Penalty: 5932.435547
	Iteration 168Q: 3 clusters Score -1.978911e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -19789174.000000 Penalty: 5932.435547
	Iteration 169Q: 3 clusters Score -1.978917e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -19789208.000000 Penalty: 5932.435547
	Iteration 170Q: 3 clusters Score -1.978921e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -19789270.000000 Penalty: 5932.435547
	Iteration 171Q: 3 clusters Score -1.978927e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -19789316.000000 Penalty: 5932.435547
	Iteration 172Q: 3 clusters Score -1.978932e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -19789326.000000 Penalty: 5932.435547
	Iteration 173Q: 3 clusters Score -1.978933e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -19789326.000000 Penalty: 5932.435547
	Iteration 174Q: 3 clusters Score -1.978933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -19789332.000000 Penalty: 5932.435547
	Iteration 175Q: 3 clusters Score -1.978933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 155268 members 
Entering Unmasked Estep 
Score: -19789350.000000 Penalty: 5932.435547
	Iteration 176Q: 3 clusters Score -1.978935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -19789358.000000 Penalty: 5932.435547
	Iteration 177Q: 3 clusters Score -1.978936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -19789366.000000 Penalty: 5932.435547
	Iteration 178Q: 3 clusters Score -1.978937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -19789360.000000 Penalty: 5932.435547
	Iteration 179Q: 3 clusters Score -1.978936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -19789320.000000 Penalty: 5932.435547
	Iteration 180F: 3 clusters Score -1.978932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -19789316.000000 Penalty: 5932.435547
	Iteration 181Q: 3 clusters Score -1.978932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -19789330.000000 Penalty: 5932.435547
	Iteration 182Q: 3 clusters Score -1.978933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 155422 members 
Entering Unmasked Estep 
Score: -19789348.000000 Penalty: 5932.435547
	Iteration 183Q: 3 clusters Score -1.978935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -19789344.000000 Penalty: 5932.435547
	Iteration 184Q: 3 clusters Score -1.978934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155455 members 
Entering Unmasked Estep 
Score: -19789354.000000 Penalty: 5932.435547
	Iteration 185Q: 3 clusters Score -1.978935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 155464 members 
Entering Unmasked Estep 
Score: -19789374.000000 Penalty: 5932.435547
	Iteration 186Q: 3 clusters Score -1.978937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -19789360.000000 Penalty: 5932.435547
	Iteration 187Q: 3 clusters Score -1.978936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 155484 members 
Entering Unmasked Estep 
Score: -19789378.000000 Penalty: 5932.435547
	Iteration 188Q: 3 clusters Score -1.978938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -19789386.000000 Penalty: 5932.435547
	Iteration 189Q: 3 clusters Score -1.978939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -19789386.000000 Penalty: 5932.435547
	Iteration 190Q: 3 clusters Score -1.978939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -19789392.000000 Penalty: 5932.435547
	Iteration 191Q: 3 clusters Score -1.978939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -19789382.000000 Penalty: 5932.435547
	Iteration 192Q: 3 clusters Score -1.978938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 155512 members 
Entering Unmasked Estep 
Score: -19789384.000000 Penalty: 5932.435547
	Iteration 193Q: 3 clusters Score -1.978938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -19789398.000000 Penalty: 5932.435547
	Iteration 194Q: 3 clusters Score -1.97894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -19789400.000000 Penalty: 5932.435547
	Iteration 195Q: 3 clusters Score -1.97894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -19789414.000000 Penalty: 5932.435547
	Iteration 196Q: 3 clusters Score -1.978941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -19789416.000000 Penalty: 5932.435547
	Iteration 197Q: 3 clusters Score -1.978942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -19789420.000000 Penalty: 5932.435547
	Iteration 198Q: 3 clusters Score -1.978942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -19789418.000000 Penalty: 5932.435547
	Iteration 199Q: 3 clusters Score -1.978942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -19789420.000000 Penalty: 5932.435547
	Iteration 200F: 3 clusters Score -1.978942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -19789412.000000 Penalty: 5932.435547
	Iteration 201Q: 3 clusters Score -1.978941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -19789408.000000 Penalty: 5932.435547
	Iteration 202Q: 3 clusters Score -1.978941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 155532 members 
Entering Unmasked Estep 
Score: -19789414.000000 Penalty: 5932.435547
	Iteration 203Q: 3 clusters Score -1.978941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -19789414.000000 Penalty: 5932.435547
	Iteration 204Q: 3 clusters Score -1.978941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 155538 members 
Entering Unmasked Estep 
Score: -19789420.000000 Penalty: 5932.435547
	Iteration 205Q: 3 clusters Score -1.978942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 155538 members 
Entering Unmasked Estep 
Score: -19789422.000000 Penalty: 5932.435547
	Iteration 206Q: 3 clusters Score -1.978942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 155542 members 
Entering Unmasked Estep 
Score: -19789414.000000 Penalty: 5932.435547
	Iteration 207Q: 3 clusters Score -1.978941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 155543 members 
Entering Unmasked Estep 
Score: -19789404.000000 Penalty: 5932.435547
	Iteration 208Q: 3 clusters Score -1.97894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 155542 members 
Entering Unmasked Estep 
Score: -19789410.000000 Penalty: 5932.435547
	Iteration 209Q: 3 clusters Score -1.978941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 155542 members 
Entering Unmasked Estep 
Score: -19789410.000000 Penalty: 5932.435547
	Iteration 210F: 3 clusters Score -1.978941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Entering Unmasked Estep 
Score: -4658554.000000 Penalty: 2604.153564
	Iteration 0F: 2 clusters Score -4658554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4633754.000000 Penalty: 5208.307129
	Iteration 0F: 3 clusters Score -4633754 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4642773.500000 Penalty: 5208.307129
	Iteration 1F: 3 clusters Score -4642774 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4643219.000000 Penalty: 5208.307129
	Iteration 2Q: 3 clusters Score -4643219 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4643599.500000 Penalty: 5208.307129
	Iteration 3Q: 3 clusters Score -4643600 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4644047.000000 Penalty: 5208.307129
	Iteration 4Q: 3 clusters Score -4644047 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4644566.500000 Penalty: 5208.307129
	Iteration 5Q: 3 clusters Score -4644566 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4645305.000000 Penalty: 5208.307129
	Iteration 6Q: 3 clusters Score -4645305 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4646407.500000 Penalty: 5208.307129
	Iteration 7F: 3 clusters Score -4646408 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4647963.500000 Penalty: 5208.307129
	Iteration 8F: 3 clusters Score -4647964 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4650018.500000 Penalty: 5208.307129
	Iteration 9F: 3 clusters Score -4650018 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4652206.000000 Penalty: 5208.307129
	Iteration 10F: 3 clusters Score -4652206 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4654006.000000 Penalty: 5208.307129
	Iteration 11F: 3 clusters Score -4654006 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4655171.500000 Penalty: 5208.307129
	Iteration 12Q: 3 clusters Score -4655172 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4655730.000000 Penalty: 5208.307129
	Iteration 13Q: 3 clusters Score -4655730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4655991.500000 Penalty: 5208.307129
	Iteration 14Q: 3 clusters Score -4655992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4656109.500000 Penalty: 5208.307129
	Iteration 15Q: 3 clusters Score -4656110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4656190.000000 Penalty: 5208.307129
	Iteration 16Q: 3 clusters Score -4656190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4656232.000000 Penalty: 5208.307129
	Iteration 17Q: 3 clusters Score -4656232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4656257.000000 Penalty: 5208.307129
	Iteration 18Q: 3 clusters Score -4656257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4656269.000000 Penalty: 5208.307129
	Iteration 19Q: 3 clusters Score -4656269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4656292.500000 Penalty: 5208.307129
	Iteration 20F: 3 clusters Score -4656292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4656298.500000 Penalty: 5208.307129
	Iteration 21Q: 3 clusters Score -4656298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4656308.000000 Penalty: 5208.307129
	Iteration 22Q: 3 clusters Score -4656308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4656313.000000 Penalty: 5208.307129
	Iteration 23Q: 3 clusters Score -4656313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4656321.500000 Penalty: 5208.307129
	Iteration 24Q: 3 clusters Score -4656322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4656327.000000 Penalty: 5208.307129
	Iteration 25Q: 3 clusters Score -4656327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4656337.500000 Penalty: 5208.307129
	Iteration 26Q: 3 clusters Score -4656338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4656343.000000 Penalty: 5208.307129
	Iteration 27Q: 3 clusters Score -4656343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4656351.000000 Penalty: 5208.307129
	Iteration 28Q: 3 clusters Score -4656351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4656354.500000 Penalty: 5208.307129
	Iteration 29Q: 3 clusters Score -4656354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4656365.500000 Penalty: 5208.307129
	Iteration 30Q: 3 clusters Score -4656366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4656366.000000 Penalty: 5208.307129
	Iteration 31Q: 3 clusters Score -4656366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4656367.500000 Penalty: 5208.307129
	Iteration 32Q: 3 clusters Score -4656368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4656367.500000 Penalty: 5208.307129
	Iteration 33F: 3 clusters Score -4656368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -31473.867188 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -31473.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30357.328125 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -30357.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30558.210938 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -30558.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30693.292969 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -30693.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30790.652344 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -30790.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31044.861328 Penalty: 2880.838867
	Iteration 4F: 3 clusters Score -31044.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31102.359375 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -31102.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31165.916016 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -31165.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31183.310547 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -31183.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31219.466797 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -31219.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31265.582031 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -31265.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31278.769531 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -31278.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31314.468750 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -31314.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31314.468750 Penalty: 2880.838867
	Iteration 12F: 3 clusters Score -31314.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17042.607422 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17042.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17151.238281 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17151.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17171.812500 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17171.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17183.673828 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17183.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17183.673828 Penalty: 2589.296631
	Iteration 4F: 3 clusters Score -17183.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 366 members 
Entering Unmasked Estep 
Score: -78056.531250 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78056.53 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78294.109375 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78294.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78412.359375 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78412.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78483.601562 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -78483.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78560.484375 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78560.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78681.765625 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78681.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78861.234375 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78861.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78927.867188 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78927.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78963.242188 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -78963.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79003.617188 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -79003.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79020.750000 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79020.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79025.734375 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -79025.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79029.132812 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -79029.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79031.382812 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -79031.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79031.382812 Penalty: 3261.237549
	Iteration 14F: 3 clusters Score -79031.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Entering Unmasked Estep 
Score: -20311098.000000 Penalty: 2973.959229
	Iteration 0F: 2 clusters Score -2.03111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -20206988.000000 Penalty: 5947.918457
	Iteration 0F: 3 clusters Score -2.020699e+07 nChanged 77404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -20251794.000000 Penalty: 5947.918457
	Iteration 1F: 3 clusters Score -2.025179e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -20253132.000000 Penalty: 5947.918457
	Iteration 2Q: 3 clusters Score -2.025313e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -20255072.000000 Penalty: 5947.918457
	Iteration 3Q: 3 clusters Score -2.025507e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -20257828.000000 Penalty: 5947.918457
	Iteration 4Q: 3 clusters Score -2.025783e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -20262276.000000 Penalty: 5947.918457
	Iteration 5F: 3 clusters Score -2.026228e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -20269158.000000 Penalty: 5947.918457
	Iteration 6F: 3 clusters Score -2.026916e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -20279378.000000 Penalty: 5947.918457
	Iteration 7F: 3 clusters Score -2.027938e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -20289966.000000 Penalty: 5947.918457
	Iteration 8F: 3 clusters Score -2.028997e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -20295854.000000 Penalty: 5947.918457
	Iteration 9F: 3 clusters Score -2.029585e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -20298608.000000 Penalty: 5947.918457
	Iteration 10Q: 3 clusters Score -2.029861e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -20300510.000000 Penalty: 5947.918457
	Iteration 11Q: 3 clusters Score -2.030051e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 103113 members 
Entering Unmasked Estep 
Score: -20302208.000000 Penalty: 5947.918457
	Iteration 12Q: 3 clusters Score -2.030221e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -20303760.000000 Penalty: 5947.918457
	Iteration 13Q: 3 clusters Score -2.030376e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -20305374.000000 Penalty: 5947.918457
	Iteration 14Q: 3 clusters Score -2.030537e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -20306426.000000 Penalty: 5947.918457
	Iteration 15Q: 3 clusters Score -2.030643e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -20307248.000000 Penalty: 5947.918457
	Iteration 16Q: 3 clusters Score -2.030725e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -20307986.000000 Penalty: 5947.918457
	Iteration 17Q: 3 clusters Score -2.030799e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -20308434.000000 Penalty: 5947.918457
	Iteration 18Q: 3 clusters Score -2.030843e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 109012 members 
Entering Unmasked Estep 
Score: -20308648.000000 Penalty: 5947.918457
	Iteration 19Q: 3 clusters Score -2.030865e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -20308874.000000 Penalty: 5947.918457
	Iteration 20F: 3 clusters Score -2.030887e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -20309016.000000 Penalty: 5947.918457
	Iteration 21Q: 3 clusters Score -2.030902e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -20309130.000000 Penalty: 5947.918457
	Iteration 22Q: 3 clusters Score -2.030913e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -20309178.000000 Penalty: 5947.918457
	Iteration 23Q: 3 clusters Score -2.030918e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 111871 members 
Entering Unmasked Estep 
Score: -20309322.000000 Penalty: 5947.918457
	Iteration 24Q: 3 clusters Score -2.030932e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -20309280.000000 Penalty: 5947.918457
	Iteration 25Q: 3 clusters Score -2.030928e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -20309314.000000 Penalty: 5947.918457
	Iteration 26Q: 3 clusters Score -2.030931e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -20309368.000000 Penalty: 5947.918457
	Iteration 27Q: 3 clusters Score -2.030937e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -20309360.000000 Penalty: 5947.918457
	Iteration 28Q: 3 clusters Score -2.030936e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 114262 members 
Entering Unmasked Estep 
Score: -20309342.000000 Penalty: 5947.918457
	Iteration 29Q: 3 clusters Score -2.030934e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 114735 members 
Entering Unmasked Estep 
Score: -20309364.000000 Penalty: 5947.918457
	Iteration 30Q: 3 clusters Score -2.030936e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -20309384.000000 Penalty: 5947.918457
	Iteration 31Q: 3 clusters Score -2.030938e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -20309360.000000 Penalty: 5947.918457
	Iteration 32Q: 3 clusters Score -2.030936e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 116059 members 
Entering Unmasked Estep 
Score: -20309372.000000 Penalty: 5947.918457
	Iteration 33Q: 3 clusters Score -2.030937e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -20309376.000000 Penalty: 5947.918457
	Iteration 34Q: 3 clusters Score -2.030938e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
Score: -20309412.000000 Penalty: 5947.918457
	Iteration 35Q: 3 clusters Score -2.030941e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -20309508.000000 Penalty: 5947.918457
	Iteration 36Q: 3 clusters Score -2.030951e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -20309518.000000 Penalty: 5947.918457
	Iteration 37Q: 3 clusters Score -2.030952e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 118215 members 
Entering Unmasked Estep 
Score: -20309534.000000 Penalty: 5947.918457
	Iteration 38Q: 3 clusters Score -2.030953e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -20309498.000000 Penalty: 5947.918457
	Iteration 39Q: 3 clusters Score -2.03095e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -20309574.000000 Penalty: 5947.918457
	Iteration 40F: 3 clusters Score -2.030957e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 119335 members 
Entering Unmasked Estep 
Score: -20309546.000000 Penalty: 5947.918457
	Iteration 41Q: 3 clusters Score -2.030955e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -20309572.000000 Penalty: 5947.918457
	Iteration 42Q: 3 clusters Score -2.030957e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -20309634.000000 Penalty: 5947.918457
	Iteration 43Q: 3 clusters Score -2.030963e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -20309678.000000 Penalty: 5947.918457
	Iteration 44Q: 3 clusters Score -2.030968e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -20309750.000000 Penalty: 5947.918457
	Iteration 45Q: 3 clusters Score -2.030975e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 121487 members 
Entering Unmasked Estep 
Score: -20309744.000000 Penalty: 5947.918457
	Iteration 46Q: 3 clusters Score -2.030974e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 121932 members 
Entering Unmasked Estep 
Score: -20309786.000000 Penalty: 5947.918457
	Iteration 47Q: 3 clusters Score -2.030979e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 122389 members 
Entering Unmasked Estep 
Score: -20309826.000000 Penalty: 5947.918457
	Iteration 48Q: 3 clusters Score -2.030983e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 122841 members 
Entering Unmasked Estep 
Score: -20309904.000000 Penalty: 5947.918457
	Iteration 49Q: 3 clusters Score -2.03099e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -20309934.000000 Penalty: 5947.918457
	Iteration 50Q: 3 clusters Score -2.030993e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 123788 members 
Entering Unmasked Estep 
Score: -20309970.000000 Penalty: 5947.918457
	Iteration 51Q: 3 clusters Score -2.030997e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -20310028.000000 Penalty: 5947.918457
	Iteration 52Q: 3 clusters Score -2.031003e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 124747 members 
Entering Unmasked Estep 
Score: -20310084.000000 Penalty: 5947.918457
	Iteration 53Q: 3 clusters Score -2.031008e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -20310168.000000 Penalty: 5947.918457
	Iteration 54Q: 3 clusters Score -2.031017e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -20310180.000000 Penalty: 5947.918457
	Iteration 55Q: 3 clusters Score -2.031018e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -20310292.000000 Penalty: 5947.918457
	Iteration 56Q: 3 clusters Score -2.031029e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -20310350.000000 Penalty: 5947.918457
	Iteration 57Q: 3 clusters Score -2.031035e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -20310366.000000 Penalty: 5947.918457
	Iteration 58Q: 3 clusters Score -2.031037e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -20310398.000000 Penalty: 5947.918457
	Iteration 59Q: 3 clusters Score -2.03104e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -20310452.000000 Penalty: 5947.918457
	Iteration 60F: 3 clusters Score -2.031045e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 128321 members 
Entering Unmasked Estep 
Score: -20310496.000000 Penalty: 5947.918457
	Iteration 61Q: 3 clusters Score -2.03105e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 128724 members 
Entering Unmasked Estep 
Score: -20310548.000000 Penalty: 5947.918457
	Iteration 62Q: 3 clusters Score -2.031055e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 129113 members 
Entering Unmasked Estep 
Score: -20310536.000000 Penalty: 5947.918457
	Iteration 63Q: 3 clusters Score -2.031054e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 129492 members 
Entering Unmasked Estep 
Score: -20310702.000000 Penalty: 5947.918457
	Iteration 64Q: 3 clusters Score -2.03107e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 129851 members 
Entering Unmasked Estep 
Score: -20310672.000000 Penalty: 5947.918457
	Iteration 65Q: 3 clusters Score -2.031067e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 130232 members 
Entering Unmasked Estep 
Score: -20310734.000000 Penalty: 5947.918457
	Iteration 66Q: 3 clusters Score -2.031073e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -20310772.000000 Penalty: 5947.918457
	Iteration 67Q: 3 clusters Score -2.031077e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 131080 members 
Entering Unmasked Estep 
Score: -20310874.000000 Penalty: 5947.918457
	Iteration 68Q: 3 clusters Score -2.031087e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 131474 members 
Entering Unmasked Estep 
Score: -20310906.000000 Penalty: 5947.918457
	Iteration 69Q: 3 clusters Score -2.031091e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 131875 members 
Entering Unmasked Estep 
Score: -20310934.000000 Penalty: 5947.918457
	Iteration 70Q: 3 clusters Score -2.031093e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -20310940.000000 Penalty: 5947.918457
	Iteration 71Q: 3 clusters Score -2.031094e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -20310998.000000 Penalty: 5947.918457
	Iteration 72Q: 3 clusters Score -2.0311e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -20311056.000000 Penalty: 5947.918457
	Iteration 73Q: 3 clusters Score -2.031106e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -20311062.000000 Penalty: 5947.918457
	Iteration 74Q: 3 clusters Score -2.031106e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 133721 members 
Entering Unmasked Estep 
Score: -20311104.000000 Penalty: 5947.918457
	Iteration 75Q: 3 clusters Score -2.03111e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -20311142.000000 Penalty: 5947.918457
	Iteration 76Q: 3 clusters Score -2.031114e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -20311108.000000 Penalty: 5947.918457
	Iteration 77Q: 3 clusters Score -2.031111e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 134762 members 
Entering Unmasked Estep 
Score: -20311116.000000 Penalty: 5947.918457
	Iteration 78Q: 3 clusters Score -2.031112e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -20311158.000000 Penalty: 5947.918457
	Iteration 79Q: 3 clusters Score -2.031116e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 135350 members 
Entering Unmasked Estep 
Score: -20311220.000000 Penalty: 5947.918457
	Iteration 80F: 3 clusters Score -2.031122e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 135615 members 
Entering Unmasked Estep 
Score: -20311184.000000 Penalty: 5947.918457
	Iteration 81Q: 3 clusters Score -2.031118e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -20311200.000000 Penalty: 5947.918457
	Iteration 82Q: 3 clusters Score -2.03112e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 136099 members 
Entering Unmasked Estep 
Score: -20311250.000000 Penalty: 5947.918457
	Iteration 83Q: 3 clusters Score -2.031125e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -20311272.000000 Penalty: 5947.918457
	Iteration 84Q: 3 clusters Score -2.031127e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -20311240.000000 Penalty: 5947.918457
	Iteration 85Q: 3 clusters Score -2.031124e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -20311282.000000 Penalty: 5947.918457
	Iteration 86Q: 3 clusters Score -2.031128e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -20311292.000000 Penalty: 5947.918457
	Iteration 87Q: 3 clusters Score -2.031129e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -20311310.000000 Penalty: 5947.918457
	Iteration 88Q: 3 clusters Score -2.031131e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -20311308.000000 Penalty: 5947.918457
	Iteration 89Q: 3 clusters Score -2.031131e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -20311318.000000 Penalty: 5947.918457
	Iteration 90Q: 3 clusters Score -2.031132e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -20311366.000000 Penalty: 5947.918457
	Iteration 91Q: 3 clusters Score -2.031137e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 137861 members 
Entering Unmasked Estep 
Score: -20311394.000000 Penalty: 5947.918457
	Iteration 92Q: 3 clusters Score -2.031139e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 138012 members 
Entering Unmasked Estep 
Score: -20311428.000000 Penalty: 5947.918457
	Iteration 93Q: 3 clusters Score -2.031143e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 138172 members 
Entering Unmasked Estep 
Score: -20311394.000000 Penalty: 5947.918457
	Iteration 94Q: 3 clusters Score -2.031139e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -20311392.000000 Penalty: 5947.918457
	Iteration 95Q: 3 clusters Score -2.031139e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 138487 members 
Entering Unmasked Estep 
Score: -20311438.000000 Penalty: 5947.918457
	Iteration 96Q: 3 clusters Score -2.031144e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 138621 members 
Entering Unmasked Estep 
Score: -20311414.000000 Penalty: 5947.918457
	Iteration 97Q: 3 clusters Score -2.031141e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -20311434.000000 Penalty: 5947.918457
	Iteration 98Q: 3 clusters Score -2.031143e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -20311452.000000 Penalty: 5947.918457
	Iteration 99Q: 3 clusters Score -2.031145e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 138975 members 
Entering Unmasked Estep 
Score: -20311514.000000 Penalty: 5947.918457
	Iteration 100F: 3 clusters Score -2.031151e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -20311528.000000 Penalty: 5947.918457
	Iteration 101Q: 3 clusters Score -2.031153e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -20311542.000000 Penalty: 5947.918457
	Iteration 102Q: 3 clusters Score -2.031154e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 139348 members 
Entering Unmasked Estep 
Score: -20311592.000000 Penalty: 5947.918457
	Iteration 103Q: 3 clusters Score -2.031159e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -20311574.000000 Penalty: 5947.918457
	Iteration 104Q: 3 clusters Score -2.031157e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 139611 members 
Entering Unmasked Estep 
Score: -20311554.000000 Penalty: 5947.918457
	Iteration 105Q: 3 clusters Score -2.031155e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -20311572.000000 Penalty: 5947.918457
	Iteration 106Q: 3 clusters Score -2.031157e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -20311586.000000 Penalty: 5947.918457
	Iteration 107Q: 3 clusters Score -2.031159e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 139970 members 
Entering Unmasked Estep 
Score: -20311590.000000 Penalty: 5947.918457
	Iteration 108Q: 3 clusters Score -2.031159e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -20311598.000000 Penalty: 5947.918457
	Iteration 109Q: 3 clusters Score -2.03116e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 140240 members 
Entering Unmasked Estep 
Score: -20311572.000000 Penalty: 5947.918457
	Iteration 110Q: 3 clusters Score -2.031157e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 140392 members 
Entering Unmasked Estep 
Score: -20311574.000000 Penalty: 5947.918457
	Iteration 111Q: 3 clusters Score -2.031157e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -20311612.000000 Penalty: 5947.918457
	Iteration 112Q: 3 clusters Score -2.031161e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 140759 members 
Entering Unmasked Estep 
Score: -20311620.000000 Penalty: 5947.918457
	Iteration 113Q: 3 clusters Score -2.031162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 140976 members 
Entering Unmasked Estep 
Score: -20311662.000000 Penalty: 5947.918457
	Iteration 114Q: 3 clusters Score -2.031166e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 141202 members 
Entering Unmasked Estep 
Score: -20311648.000000 Penalty: 5947.918457
	Iteration 115Q: 3 clusters Score -2.031165e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 141427 members 
Entering Unmasked Estep 
Score: -20311672.000000 Penalty: 5947.918457
	Iteration 116Q: 3 clusters Score -2.031167e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 141662 members 
Entering Unmasked Estep 
Score: -20311712.000000 Penalty: 5947.918457
	Iteration 117Q: 3 clusters Score -2.031171e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 141887 members 
Entering Unmasked Estep 
Score: -20311724.000000 Penalty: 5947.918457
	Iteration 118Q: 3 clusters Score -2.031172e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -20311712.000000 Penalty: 5947.918457
	Iteration 119Q: 3 clusters Score -2.031171e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 142347 members 
Entering Unmasked Estep 
Score: -20311742.000000 Penalty: 5947.918457
	Iteration 120F: 3 clusters Score -2.031174e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -20311758.000000 Penalty: 5947.918457
	Iteration 121Q: 3 clusters Score -2.031176e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 142849 members 
Entering Unmasked Estep 
Score: -20311758.000000 Penalty: 5947.918457
	Iteration 122Q: 3 clusters Score -2.031176e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -20311774.000000 Penalty: 5947.918457
	Iteration 123Q: 3 clusters Score -2.031177e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 143388 members 
Entering Unmasked Estep 
Score: -20311782.000000 Penalty: 5947.918457
	Iteration 124Q: 3 clusters Score -2.031178e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -20311842.000000 Penalty: 5947.918457
	Iteration 125Q: 3 clusters Score -2.031184e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 143841 members 
Entering Unmasked Estep 
Score: -20311850.000000 Penalty: 5947.918457
	Iteration 126Q: 3 clusters Score -2.031185e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -20311848.000000 Penalty: 5947.918457
	Iteration 127Q: 3 clusters Score -2.031185e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -20311872.000000 Penalty: 5947.918457
	Iteration 128Q: 3 clusters Score -2.031187e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -20311848.000000 Penalty: 5947.918457
	Iteration 129Q: 3 clusters Score -2.031185e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -20311908.000000 Penalty: 5947.918457
	Iteration 130Q: 3 clusters Score -2.031191e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -20311908.000000 Penalty: 5947.918457
	Iteration 131Q: 3 clusters Score -2.031191e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -20311934.000000 Penalty: 5947.918457
	Iteration 132Q: 3 clusters Score -2.031193e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 144971 members 
Entering Unmasked Estep 
Score: -20311952.000000 Penalty: 5947.918457
	Iteration 133Q: 3 clusters Score -2.031195e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 145123 members 
Entering Unmasked Estep 
Score: -20311984.000000 Penalty: 5947.918457
	Iteration 134Q: 3 clusters Score -2.031198e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 145276 members 
Entering Unmasked Estep 
Score: -20311984.000000 Penalty: 5947.918457
	Iteration 135Q: 3 clusters Score -2.031198e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 145441 members 
Entering Unmasked Estep 
Score: -20312024.000000 Penalty: 5947.918457
	Iteration 136Q: 3 clusters Score -2.031202e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -20312010.000000 Penalty: 5947.918457
	Iteration 137Q: 3 clusters Score -2.031201e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 145756 members 
Entering Unmasked Estep 
Score: -20312012.000000 Penalty: 5947.918457
	Iteration 138Q: 3 clusters Score -2.031201e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -20311994.000000 Penalty: 5947.918457
	Iteration 139Q: 3 clusters Score -2.031199e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 146019 members 
Entering Unmasked Estep 
Score: -20311994.000000 Penalty: 5947.918457
	Iteration 140F: 3 clusters Score -2.031199e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 146117 members 
Entering Unmasked Estep 
Score: -20312034.000000 Penalty: 5947.918457
	Iteration 141Q: 3 clusters Score -2.031203e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 146211 members 
Entering Unmasked Estep 
Score: -20312038.000000 Penalty: 5947.918457
	Iteration 142Q: 3 clusters Score -2.031204e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -20312012.000000 Penalty: 5947.918457
	Iteration 143Q: 3 clusters Score -2.031201e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 146396 members 
Entering Unmasked Estep 
Score: -20312066.000000 Penalty: 5947.918457
	Iteration 144Q: 3 clusters Score -2.031207e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -20312014.000000 Penalty: 5947.918457
	Iteration 145Q: 3 clusters Score -2.031201e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 146571 members 
Entering Unmasked Estep 
Score: -20311994.000000 Penalty: 5947.918457
	Iteration 146Q: 3 clusters Score -2.031199e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 146656 members 
Entering Unmasked Estep 
Score: -20311960.000000 Penalty: 5947.918457
	Iteration 147Q: 3 clusters Score -2.031196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -20311978.000000 Penalty: 5947.918457
	Iteration 148Q: 3 clusters Score -2.031198e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -20311968.000000 Penalty: 5947.918457
	Iteration 149Q: 3 clusters Score -2.031197e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -20311954.000000 Penalty: 5947.918457
	Iteration 150Q: 3 clusters Score -2.031195e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -20311960.000000 Penalty: 5947.918457
	Iteration 151Q: 3 clusters Score -2.031196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -20311962.000000 Penalty: 5947.918457
	Iteration 152Q: 3 clusters Score -2.031196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -20311952.000000 Penalty: 5947.918457
	Iteration 153Q: 3 clusters Score -2.031195e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -20311952.000000 Penalty: 5947.918457
	Iteration 154Q: 3 clusters Score -2.031195e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -20311958.000000 Penalty: 5947.918457
	Iteration 155Q: 3 clusters Score -2.031196e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 147304 members 
Entering Unmasked Estep 
Score: -20311976.000000 Penalty: 5947.918457
	Iteration 156Q: 3 clusters Score -2.031198e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 147374 members 
Entering Unmasked Estep 
Score: -20311964.000000 Penalty: 5947.918457
	Iteration 157Q: 3 clusters Score -2.031196e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -20311946.000000 Penalty: 5947.918457
	Iteration 158Q: 3 clusters Score -2.031195e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -20311956.000000 Penalty: 5947.918457
	Iteration 159Q: 3 clusters Score -2.031196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -20311932.000000 Penalty: 5947.918457
	Iteration 160F: 3 clusters Score -2.031193e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -20311942.000000 Penalty: 5947.918457
	Iteration 161Q: 3 clusters Score -2.031194e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -20311966.000000 Penalty: 5947.918457
	Iteration 162Q: 3 clusters Score -2.031197e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -20311930.000000 Penalty: 5947.918457
	Iteration 163Q: 3 clusters Score -2.031193e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -20311926.000000 Penalty: 5947.918457
	Iteration 164Q: 3 clusters Score -2.031193e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -20311936.000000 Penalty: 5947.918457
	Iteration 165Q: 3 clusters Score -2.031194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 148115 members 
Entering Unmasked Estep 
Score: -20311930.000000 Penalty: 5947.918457
	Iteration 166Q: 3 clusters Score -2.031193e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -20311930.000000 Penalty: 5947.918457
	Iteration 167Q: 3 clusters Score -2.031193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -20311950.000000 Penalty: 5947.918457
	Iteration 168Q: 3 clusters Score -2.031195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 148248 members 
Entering Unmasked Estep 
Score: -20311954.000000 Penalty: 5947.918457
	Iteration 169Q: 3 clusters Score -2.031195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -20311942.000000 Penalty: 5947.918457
	Iteration 170Q: 3 clusters Score -2.031194e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 148354 members 
Entering Unmasked Estep 
Score: -20311928.000000 Penalty: 5947.918457
	Iteration 171Q: 3 clusters Score -2.031193e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -20311900.000000 Penalty: 5947.918457
	Iteration 172Q: 3 clusters Score -2.03119e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 148460 members 
Entering Unmasked Estep 
Score: -20311870.000000 Penalty: 5947.918457
	Iteration 173Q: 3 clusters Score -2.031187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -20311870.000000 Penalty: 5947.918457
	Iteration 174Q: 3 clusters Score -2.031187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -20311878.000000 Penalty: 5947.918457
	Iteration 175Q: 3 clusters Score -2.031188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -20311876.000000 Penalty: 5947.918457
	Iteration 176Q: 3 clusters Score -2.031188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 148619 members 
Entering Unmasked Estep 
Score: -20311880.000000 Penalty: 5947.918457
	Iteration 177Q: 3 clusters Score -2.031188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 148662 members 
Entering Unmasked Estep 
Score: -20311870.000000 Penalty: 5947.918457
	Iteration 178Q: 3 clusters Score -2.031187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 148703 members 
Entering Unmasked Estep 
Score: -20311848.000000 Penalty: 5947.918457
	Iteration 179Q: 3 clusters Score -2.031185e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -20311828.000000 Penalty: 5947.918457
	Iteration 180F: 3 clusters Score -2.031183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -20311820.000000 Penalty: 5947.918457
	Iteration 181Q: 3 clusters Score -2.031182e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -20311816.000000 Penalty: 5947.918457
	Iteration 182Q: 3 clusters Score -2.031182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 148906 members 
Entering Unmasked Estep 
Score: -20311846.000000 Penalty: 5947.918457
	Iteration 183Q: 3 clusters Score -2.031185e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -20311852.000000 Penalty: 5947.918457
	Iteration 184Q: 3 clusters Score -2.031185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 149001 members 
Entering Unmasked Estep 
Score: -20311806.000000 Penalty: 5947.918457
	Iteration 185Q: 3 clusters Score -2.031181e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -20311852.000000 Penalty: 5947.918457
	Iteration 186Q: 3 clusters Score -2.031185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -20311834.000000 Penalty: 5947.918457
	Iteration 187Q: 3 clusters Score -2.031183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 149152 members 
Entering Unmasked Estep 
Score: -20311820.000000 Penalty: 5947.918457
	Iteration 188Q: 3 clusters Score -2.031182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -20311824.000000 Penalty: 5947.918457
	Iteration 189Q: 3 clusters Score -2.031182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 149231 members 
Entering Unmasked Estep 
Score: -20311812.000000 Penalty: 5947.918457
	Iteration 190Q: 3 clusters Score -2.031181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 149270 members 
Entering Unmasked Estep 
Score: -20311804.000000 Penalty: 5947.918457
	Iteration 191Q: 3 clusters Score -2.03118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -20311814.000000 Penalty: 5947.918457
	Iteration 192Q: 3 clusters Score -2.031181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -20311820.000000 Penalty: 5947.918457
	Iteration 193Q: 3 clusters Score -2.031182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -20311816.000000 Penalty: 5947.918457
	Iteration 194Q: 3 clusters Score -2.031182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -20311780.000000 Penalty: 5947.918457
	Iteration 195Q: 3 clusters Score -2.031178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -20311796.000000 Penalty: 5947.918457
	Iteration 196Q: 3 clusters Score -2.03118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 149426 members 
Entering Unmasked Estep 
Score: -20311788.000000 Penalty: 5947.918457
	Iteration 197Q: 3 clusters Score -2.031179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 149439 members 
Entering Unmasked Estep 
Score: -20311796.000000 Penalty: 5947.918457
	Iteration 198Q: 3 clusters Score -2.03118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 149451 members 
Entering Unmasked Estep 
Score: -20311804.000000 Penalty: 5947.918457
	Iteration 199Q: 3 clusters Score -2.03118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -20311804.000000 Penalty: 5947.918457
	Iteration 200F: 3 clusters Score -2.03118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -20311784.000000 Penalty: 5947.918457
	Iteration 201Q: 3 clusters Score -2.031178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 149496 members 
Entering Unmasked Estep 
Score: -20311782.000000 Penalty: 5947.918457
	Iteration 202Q: 3 clusters Score -2.031178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -20311792.000000 Penalty: 5947.918457
	Iteration 203Q: 3 clusters Score -2.031179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -20311782.000000 Penalty: 5947.918457
	Iteration 204Q: 3 clusters Score -2.031178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -20311782.000000 Penalty: 5947.918457
	Iteration 205Q: 3 clusters Score -2.031178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -20311770.000000 Penalty: 5947.918457
	Iteration 206Q: 3 clusters Score -2.031177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 149547 members 
Entering Unmasked Estep 
Score: -20311760.000000 Penalty: 5947.918457
	Iteration 207Q: 3 clusters Score -2.031176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -20311764.000000 Penalty: 5947.918457
	Iteration 208Q: 3 clusters Score -2.031176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -20311762.000000 Penalty: 5947.918457
	Iteration 209Q: 3 clusters Score -2.031176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -20311782.000000 Penalty: 5947.918457
	Iteration 210Q: 3 clusters Score -2.031178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -20311776.000000 Penalty: 5947.918457
	Iteration 211Q: 3 clusters Score -2.031178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 149612 members 
Entering Unmasked Estep 
Score: -20311782.000000 Penalty: 5947.918457
	Iteration 212Q: 3 clusters Score -2.031178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 149620 members 
Entering Unmasked Estep 
Score: -20311772.000000 Penalty: 5947.918457
	Iteration 213Q: 3 clusters Score -2.031177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 149628 members 
Entering Unmasked Estep 
Score: -20311752.000000 Penalty: 5947.918457
	Iteration 214Q: 3 clusters Score -2.031175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 149635 members 
Entering Unmasked Estep 
Score: -20311754.000000 Penalty: 5947.918457
	Iteration 215Q: 3 clusters Score -2.031175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -20311754.000000 Penalty: 5947.918457
	Iteration 216Q: 3 clusters Score -2.031175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -20311736.000000 Penalty: 5947.918457
	Iteration 217Q: 3 clusters Score -2.031174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 149665 members 
Entering Unmasked Estep 
Score: -20311730.000000 Penalty: 5947.918457
	Iteration 218Q: 3 clusters Score -2.031173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -20311726.000000 Penalty: 5947.918457
	Iteration 219Q: 3 clusters Score -2.031173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 149674 members 
Entering Unmasked Estep 
Score: -20311734.000000 Penalty: 5947.918457
	Iteration 220F: 3 clusters Score -2.031173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -20311742.000000 Penalty: 5947.918457
	Iteration 221Q: 3 clusters Score -2.031174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -20311746.000000 Penalty: 5947.918457
	Iteration 222Q: 3 clusters Score -2.031175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 149692 members 
Entering Unmasked Estep 
Score: -20311756.000000 Penalty: 5947.918457
	Iteration 223Q: 3 clusters Score -2.031176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -20311744.000000 Penalty: 5947.918457
	Iteration 224Q: 3 clusters Score -2.031174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 149708 members 
Entering Unmasked Estep 
Score: -20311748.000000 Penalty: 5947.918457
	Iteration 225Q: 3 clusters Score -2.031175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -20311750.000000 Penalty: 5947.918457
	Iteration 226Q: 3 clusters Score -2.031175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 149739 members 
Entering Unmasked Estep 
Score: -20311740.000000 Penalty: 5947.918457
	Iteration 227Q: 3 clusters Score -2.031174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -20311732.000000 Penalty: 5947.918457
	Iteration 228Q: 3 clusters Score -2.031173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 149778 members 
Entering Unmasked Estep 
Score: -20311736.000000 Penalty: 5947.918457
	Iteration 229Q: 3 clusters Score -2.031174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 149797 members 
Entering Unmasked Estep 
Score: -20311732.000000 Penalty: 5947.918457
	Iteration 230Q: 3 clusters Score -2.031173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -20311748.000000 Penalty: 5947.918457
	Iteration 231Q: 3 clusters Score -2.031175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -20311738.000000 Penalty: 5947.918457
	Iteration 232Q: 3 clusters Score -2.031174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 149835 members 
Entering Unmasked Estep 
Score: -20311732.000000 Penalty: 5947.918457
	Iteration 233Q: 3 clusters Score -2.031173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -20311728.000000 Penalty: 5947.918457
	Iteration 234Q: 3 clusters Score -2.031173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
Score: -20311732.000000 Penalty: 5947.918457
	Iteration 235Q: 3 clusters Score -2.031173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -20311718.000000 Penalty: 5947.918457
	Iteration 236Q: 3 clusters Score -2.031172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 149873 members 
Entering Unmasked Estep 
Score: -20311714.000000 Penalty: 5947.918457
	Iteration 237Q: 3 clusters Score -2.031171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -20311724.000000 Penalty: 5947.918457
	Iteration 238Q: 3 clusters Score -2.031172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 149889 members 
Entering Unmasked Estep 
Score: -20311736.000000 Penalty: 5947.918457
	Iteration 239Q: 3 clusters Score -2.031174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -20311734.000000 Penalty: 5947.918457
	Iteration 240F: 3 clusters Score -2.031173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -20311736.000000 Penalty: 5947.918457
	Iteration 241Q: 3 clusters Score -2.031174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -20311734.000000 Penalty: 5947.918457
	Iteration 242Q: 3 clusters Score -2.031173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
Score: -20311728.000000 Penalty: 5947.918457
	Iteration 243Q: 3 clusters Score -2.031173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 149907 members 
Entering Unmasked Estep 
Score: -20311738.000000 Penalty: 5947.918457
	Iteration 244Q: 3 clusters Score -2.031174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -20311742.000000 Penalty: 5947.918457
	Iteration 245Q: 3 clusters Score -2.031174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 149916 members 
Entering Unmasked Estep 
Score: -20311746.000000 Penalty: 5947.918457
	Iteration 246Q: 3 clusters Score -2.031175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 149920 members 
Entering Unmasked Estep 
Score: -20311748.000000 Penalty: 5947.918457
	Iteration 247Q: 3 clusters Score -2.031175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -20311746.000000 Penalty: 5947.918457
	Iteration 248Q: 3 clusters Score -2.031175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -20311746.000000 Penalty: 5947.918457
	Iteration 249F: 3 clusters Score -2.031175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156460 members 
Mstep: Class 3 contains 36338 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 8 contains 11800 members 
Mstep: Class 9 contains 8500 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 158777 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 182978 members 
Mstep: Class 17 contains 10006 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 10721 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 73497 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 149921 members 
Entering Unmasked Estep 
Score: -105737944.000000 Penalty: 88087.070312
Splitting cluster 7 changes total score from -105737456.000000 to -105737944.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (11800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Entering Unmasked Estep 
Score: -1479599.750000 Penalty: 2325.211914
	Iteration 0F: 2 clusters Score -1479600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1470760.500000 Penalty: 4650.423828
	Iteration 0F: 3 clusters Score -1470760 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1473385.000000 Penalty: 4650.423828
	Iteration 1F: 3 clusters Score -1473385 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1473646.625000 Penalty: 4650.423828
	Iteration 2F: 3 clusters Score -1473647 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1473822.375000 Penalty: 4650.423828
	Iteration 3Q: 3 clusters Score -1473822 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1473961.875000 Penalty: 4650.423828
	Iteration 4Q: 3 clusters Score -1473962 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1474071.750000 Penalty: 4650.423828
	Iteration 5Q: 3 clusters Score -1474072 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1474168.875000 Penalty: 4650.423828
	Iteration 6Q: 3 clusters Score -1474169 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1474252.125000 Penalty: 4650.423828
	Iteration 7Q: 3 clusters Score -1474252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1474331.500000 Penalty: 4650.423828
	Iteration 8Q: 3 clusters Score -1474332 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1474429.500000 Penalty: 4650.423828
	Iteration 9Q: 3 clusters Score -1474430 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1474564.000000 Penalty: 4650.423828
	Iteration 10Q: 3 clusters Score -1474564 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1474735.750000 Penalty: 4650.423828
	Iteration 11Q: 3 clusters Score -1474736 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1474987.625000 Penalty: 4650.423828
	Iteration 12Q: 3 clusters Score -1474988 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1475334.125000 Penalty: 4650.423828
	Iteration 13Q: 3 clusters Score -1475334 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1475765.750000 Penalty: 4650.423828
	Iteration 14F: 3 clusters Score -1475766 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1476210.125000 Penalty: 4650.423828
	Iteration 15Q: 3 clusters Score -1476210 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1476630.250000 Penalty: 4650.423828
	Iteration 16Q: 3 clusters Score -1476630 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1476943.000000 Penalty: 4650.423828
	Iteration 17Q: 3 clusters Score -1476943 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1477148.125000 Penalty: 4650.423828
	Iteration 18Q: 3 clusters Score -1477148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1477307.750000 Penalty: 4650.423828
	Iteration 19Q: 3 clusters Score -1477308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1477398.625000 Penalty: 4650.423828
	Iteration 20F: 3 clusters Score -1477399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1477475.375000 Penalty: 4650.423828
	Iteration 21Q: 3 clusters Score -1477475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1477534.375000 Penalty: 4650.423828
	Iteration 22Q: 3 clusters Score -1477534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1477562.250000 Penalty: 4650.423828
	Iteration 23Q: 3 clusters Score -1477562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1477590.875000 Penalty: 4650.423828
	Iteration 24Q: 3 clusters Score -1477591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1477615.625000 Penalty: 4650.423828
	Iteration 25Q: 3 clusters Score -1477616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1477635.750000 Penalty: 4650.423828
	Iteration 26Q: 3 clusters Score -1477636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1477644.875000 Penalty: 4650.423828
	Iteration 27Q: 3 clusters Score -1477645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1477656.875000 Penalty: 4650.423828
	Iteration 28Q: 3 clusters Score -1477657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1477662.750000 Penalty: 4650.423828
	Iteration 29Q: 3 clusters Score -1477663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1477669.875000 Penalty: 4650.423828
	Iteration 30Q: 3 clusters Score -1477670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1477676.750000 Penalty: 4650.423828
	Iteration 31Q: 3 clusters Score -1477677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1477679.375000 Penalty: 4650.423828
	Iteration 32Q: 3 clusters Score -1477679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1477681.625000 Penalty: 4650.423828
	Iteration 33Q: 3 clusters Score -1477682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1477685.875000 Penalty: 4650.423828
	Iteration 34Q: 3 clusters Score -1477686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1477690.500000 Penalty: 4650.423828
	Iteration 35Q: 3 clusters Score -1477690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1477697.875000 Penalty: 4650.423828
	Iteration 36Q: 3 clusters Score -1477698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1477702.500000 Penalty: 4650.423828
	Iteration 37Q: 3 clusters Score -1477702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1477702.500000 Penalty: 4650.423828
	Iteration 38F: 3 clusters Score -1477702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Entering Unmasked Estep 
Score: -1071619.375000 Penalty: 2243.859619
	Iteration 0F: 2 clusters Score -1071619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1064916.250000 Penalty: 4487.719238
	Iteration 0F: 3 clusters Score -1064916 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1066747.750000 Penalty: 4487.719238
	Iteration 1F: 3 clusters Score -1066748 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1067041.250000 Penalty: 4487.719238
	Iteration 2F: 3 clusters Score -1067041 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1067264.500000 Penalty: 4487.719238
	Iteration 3F: 3 clusters Score -1067264 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1067476.875000 Penalty: 4487.719238
	Iteration 4Q: 3 clusters Score -1067477 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1067706.000000 Penalty: 4487.719238
	Iteration 5Q: 3 clusters Score -1067706 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1067911.625000 Penalty: 4487.719238
	Iteration 6Q: 3 clusters Score -1067912 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1068095.625000 Penalty: 4487.719238
	Iteration 7Q: 3 clusters Score -1068096 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1068297.250000 Penalty: 4487.719238
	Iteration 8Q: 3 clusters Score -1068297 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1068467.375000 Penalty: 4487.719238
	Iteration 9Q: 3 clusters Score -1068467 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1068609.250000 Penalty: 4487.719238
	Iteration 10Q: 3 clusters Score -1068609 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1068739.000000 Penalty: 4487.719238
	Iteration 11Q: 3 clusters Score -1068739 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1068835.875000 Penalty: 4487.719238
	Iteration 12Q: 3 clusters Score -1068836 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1068914.875000 Penalty: 4487.719238
	Iteration 13Q: 3 clusters Score -1068915 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1068984.375000 Penalty: 4487.719238
	Iteration 14Q: 3 clusters Score -1068984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1069038.625000 Penalty: 4487.719238
	Iteration 15Q: 3 clusters Score -1069039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1069085.500000 Penalty: 4487.719238
	Iteration 16Q: 3 clusters Score -1069086 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1069139.000000 Penalty: 4487.719238
	Iteration 17Q: 3 clusters Score -1069139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1069187.375000 Penalty: 4487.719238
	Iteration 18Q: 3 clusters Score -1069187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1069236.750000 Penalty: 4487.719238
	Iteration 19Q: 3 clusters Score -1069237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1069274.375000 Penalty: 4487.719238
	Iteration 20F: 3 clusters Score -1069274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1069300.125000 Penalty: 4487.719238
	Iteration 21Q: 3 clusters Score -1069300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1069317.375000 Penalty: 4487.719238
	Iteration 22Q: 3 clusters Score -1069317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1069333.750000 Penalty: 4487.719238
	Iteration 23Q: 3 clusters Score -1069334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1069351.750000 Penalty: 4487.719238
	Iteration 24Q: 3 clusters Score -1069352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1069367.375000 Penalty: 4487.719238
	Iteration 25Q: 3 clusters Score -1069367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1069393.750000 Penalty: 4487.719238
	Iteration 26Q: 3 clusters Score -1069394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1069407.500000 Penalty: 4487.719238
	Iteration 27Q: 3 clusters Score -1069408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1069427.375000 Penalty: 4487.719238
	Iteration 28Q: 3 clusters Score -1069427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1069440.125000 Penalty: 4487.719238
	Iteration 29Q: 3 clusters Score -1069440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1069444.750000 Penalty: 4487.719238
	Iteration 30Q: 3 clusters Score -1069445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1069452.375000 Penalty: 4487.719238
	Iteration 31Q: 3 clusters Score -1069452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1069458.375000 Penalty: 4487.719238
	Iteration 32Q: 3 clusters Score -1069458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1069465.500000 Penalty: 4487.719238
	Iteration 33Q: 3 clusters Score -1069466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1069470.250000 Penalty: 4487.719238
	Iteration 34Q: 3 clusters Score -1069470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1069482.125000 Penalty: 4487.719238
	Iteration 35Q: 3 clusters Score -1069482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1069491.625000 Penalty: 4487.719238
	Iteration 36Q: 3 clusters Score -1069492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1069500.000000 Penalty: 4487.719238
	Iteration 37Q: 3 clusters Score -1069500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1069507.125000 Penalty: 4487.719238
	Iteration 38Q: 3 clusters Score -1069507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1069513.500000 Penalty: 4487.719238
	Iteration 39Q: 3 clusters Score -1069514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1069519.250000 Penalty: 4487.719238
	Iteration 40F: 3 clusters Score -1069519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1069525.750000 Penalty: 4487.719238
	Iteration 41Q: 3 clusters Score -1069526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1069529.375000 Penalty: 4487.719238
	Iteration 42Q: 3 clusters Score -1069529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1069534.875000 Penalty: 4487.719238
	Iteration 43Q: 3 clusters Score -1069535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1069538.750000 Penalty: 4487.719238
	Iteration 44Q: 3 clusters Score -1069539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1069541.250000 Penalty: 4487.719238
	Iteration 45Q: 3 clusters Score -1069541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1069541.625000 Penalty: 4487.719238
	Iteration 46Q: 3 clusters Score -1069542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1069544.000000 Penalty: 4487.719238
	Iteration 47Q: 3 clusters Score -1069544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1069545.875000 Penalty: 4487.719238
	Iteration 48Q: 3 clusters Score -1069546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1069548.250000 Penalty: 4487.719238
	Iteration 49Q: 3 clusters Score -1069548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1069551.750000 Penalty: 4487.719238
	Iteration 50Q: 3 clusters Score -1069552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1069561.000000 Penalty: 4487.719238
	Iteration 51Q: 3 clusters Score -1069561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1069564.125000 Penalty: 4487.719238
	Iteration 52Q: 3 clusters Score -1069564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1069569.500000 Penalty: 4487.719238
	Iteration 53Q: 3 clusters Score -1069570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1069574.125000 Penalty: 4487.719238
	Iteration 54Q: 3 clusters Score -1069574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1069577.000000 Penalty: 4487.719238
	Iteration 55Q: 3 clusters Score -1069577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1069578.125000 Penalty: 4487.719238
	Iteration 56Q: 3 clusters Score -1069578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1069580.875000 Penalty: 4487.719238
	Iteration 57Q: 3 clusters Score -1069581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1069582.000000 Penalty: 4487.719238
	Iteration 58Q: 3 clusters Score -1069582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1069584.000000 Penalty: 4487.719238
	Iteration 59Q: 3 clusters Score -1069584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1069584.375000 Penalty: 4487.719238
	Iteration 60F: 3 clusters Score -1069584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1069583.625000 Penalty: 4487.719238
	Iteration 61Q: 3 clusters Score -1069584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1069585.375000 Penalty: 4487.719238
	Iteration 62Q: 3 clusters Score -1069585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1069585.375000 Penalty: 4487.719238
	Iteration 63Q: 3 clusters Score -1069585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1069586.875000 Penalty: 4487.719238
	Iteration 64Q: 3 clusters Score -1069587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1069590.250000 Penalty: 4487.719238
	Iteration 65Q: 3 clusters Score -1069590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1069590.875000 Penalty: 4487.719238
	Iteration 66Q: 3 clusters Score -1069591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1069591.625000 Penalty: 4487.719238
	Iteration 67Q: 3 clusters Score -1069592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1069594.625000 Penalty: 4487.719238
	Iteration 68Q: 3 clusters Score -1069595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1069599.000000 Penalty: 4487.719238
	Iteration 69Q: 3 clusters Score -1069599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1069601.875000 Penalty: 4487.719238
	Iteration 70Q: 3 clusters Score -1069602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1069604.750000 Penalty: 4487.719238
	Iteration 71Q: 3 clusters Score -1069605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1069605.750000 Penalty: 4487.719238
	Iteration 72Q: 3 clusters Score -1069606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1069609.500000 Penalty: 4487.719238
	Iteration 73Q: 3 clusters Score -1069610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1069614.375000 Penalty: 4487.719238
	Iteration 74Q: 3 clusters Score -1069614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1069621.500000 Penalty: 4487.719238
	Iteration 75Q: 3 clusters Score -1069622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1069628.625000 Penalty: 4487.719238
	Iteration 76Q: 3 clusters Score -1069629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1069630.500000 Penalty: 4487.719238
	Iteration 77Q: 3 clusters Score -1069630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1069633.375000 Penalty: 4487.719238
	Iteration 78Q: 3 clusters Score -1069633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1069634.875000 Penalty: 4487.719238
	Iteration 79Q: 3 clusters Score -1069635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1069635.625000 Penalty: 4487.719238
	Iteration 80F: 3 clusters Score -1069636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1069635.250000 Penalty: 4487.719238
	Iteration 81Q: 3 clusters Score -1069635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1069636.500000 Penalty: 4487.719238
	Iteration 82Q: 3 clusters Score -1069636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1069641.125000 Penalty: 4487.719238
	Iteration 83Q: 3 clusters Score -1069641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1069641.750000 Penalty: 4487.719238
	Iteration 84Q: 3 clusters Score -1069642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1069644.750000 Penalty: 4487.719238
	Iteration 85Q: 3 clusters Score -1069645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1069645.625000 Penalty: 4487.719238
	Iteration 86Q: 3 clusters Score -1069646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1069648.250000 Penalty: 4487.719238
	Iteration 87Q: 3 clusters Score -1069648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1069648.125000 Penalty: 4487.719238
	Iteration 88Q: 3 clusters Score -1069648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1069650.375000 Penalty: 4487.719238
	Iteration 89Q: 3 clusters Score -1069650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1069651.250000 Penalty: 4487.719238
	Iteration 90Q: 3 clusters Score -1069651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1069650.000000 Penalty: 4487.719238
	Iteration 91Q: 3 clusters Score -1069650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1069651.000000 Penalty: 4487.719238
	Iteration 92Q: 3 clusters Score -1069651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1069654.250000 Penalty: 4487.719238
	Iteration 93Q: 3 clusters Score -1069654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1069656.625000 Penalty: 4487.719238
	Iteration 94Q: 3 clusters Score -1069657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1069662.250000 Penalty: 4487.719238
	Iteration 95Q: 3 clusters Score -1069662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1069666.750000 Penalty: 4487.719238
	Iteration 96Q: 3 clusters Score -1069667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1069667.625000 Penalty: 4487.719238
	Iteration 97Q: 3 clusters Score -1069668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1069667.500000 Penalty: 4487.719238
	Iteration 98Q: 3 clusters Score -1069668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1069668.750000 Penalty: 4487.719238
	Iteration 99Q: 3 clusters Score -1069669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1069668.500000 Penalty: 4487.719238
	Iteration 100F: 3 clusters Score -1069668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1069668.500000 Penalty: 4487.719238
	Iteration 101Q: 3 clusters Score -1069668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1069670.000000 Penalty: 4487.719238
	Iteration 102Q: 3 clusters Score -1069670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1069670.000000 Penalty: 4487.719238
	Iteration 103F: 3 clusters Score -1069670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -1640264.750000 Penalty: 2346.101562
	Iteration 0F: 2 clusters Score -1640265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1630748.750000 Penalty: 4692.203125
	Iteration 0F: 3 clusters Score -1630749 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1633660.125000 Penalty: 4692.203125
	Iteration 1F: 3 clusters Score -1633660 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1633952.375000 Penalty: 4692.203125
	Iteration 2F: 3 clusters Score -1633952 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1634171.625000 Penalty: 4692.203125
	Iteration 3Q: 3 clusters Score -1634172 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1634375.375000 Penalty: 4692.203125
	Iteration 4Q: 3 clusters Score -1634375 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1634556.125000 Penalty: 4692.203125
	Iteration 5Q: 3 clusters Score -1634556 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1634767.125000 Penalty: 4692.203125
	Iteration 6Q: 3 clusters Score -1634767 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1635052.250000 Penalty: 4692.203125
	Iteration 7Q: 3 clusters Score -1635052 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1635421.875000 Penalty: 4692.203125
	Iteration 8Q: 3 clusters Score -1635422 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1635851.375000 Penalty: 4692.203125
	Iteration 9Q: 3 clusters Score -1635851 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1636354.875000 Penalty: 4692.203125
	Iteration 10F: 3 clusters Score -1636355 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1636852.875000 Penalty: 4692.203125
	Iteration 11Q: 3 clusters Score -1636853 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1637307.375000 Penalty: 4692.203125
	Iteration 12Q: 3 clusters Score -1637307 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1637629.500000 Penalty: 4692.203125
	Iteration 13Q: 3 clusters Score -1637630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1637831.625000 Penalty: 4692.203125
	Iteration 14Q: 3 clusters Score -1637832 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1637972.125000 Penalty: 4692.203125
	Iteration 15Q: 3 clusters Score -1637972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1638066.375000 Penalty: 4692.203125
	Iteration 16Q: 3 clusters Score -1638066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1638149.375000 Penalty: 4692.203125
	Iteration 17Q: 3 clusters Score -1638149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1638193.375000 Penalty: 4692.203125
	Iteration 18Q: 3 clusters Score -1638193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1638227.250000 Penalty: 4692.203125
	Iteration 19Q: 3 clusters Score -1638227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1638260.125000 Penalty: 4692.203125
	Iteration 20F: 3 clusters Score -1638260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1638287.250000 Penalty: 4692.203125
	Iteration 21Q: 3 clusters Score -1638287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1638306.125000 Penalty: 4692.203125
	Iteration 22Q: 3 clusters Score -1638306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1638319.250000 Penalty: 4692.203125
	Iteration 23Q: 3 clusters Score -1638319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1638329.250000 Penalty: 4692.203125
	Iteration 24Q: 3 clusters Score -1638329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1638339.375000 Penalty: 4692.203125
	Iteration 25Q: 3 clusters Score -1638339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1638345.125000 Penalty: 4692.203125
	Iteration 26Q: 3 clusters Score -1638345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1638346.625000 Penalty: 4692.203125
	Iteration 27Q: 3 clusters Score -1638347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1638346.500000 Penalty: 4692.203125
	Iteration 28Q: 3 clusters Score -1638346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1638352.125000 Penalty: 4692.203125
	Iteration 29Q: 3 clusters Score -1638352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1638355.375000 Penalty: 4692.203125
	Iteration 30Q: 3 clusters Score -1638355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1638359.500000 Penalty: 4692.203125
	Iteration 31Q: 3 clusters Score -1638360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1638366.750000 Penalty: 4692.203125
	Iteration 32Q: 3 clusters Score -1638367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1638373.250000 Penalty: 4692.203125
	Iteration 33Q: 3 clusters Score -1638373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1638382.375000 Penalty: 4692.203125
	Iteration 34Q: 3 clusters Score -1638382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1638382.500000 Penalty: 4692.203125
	Iteration 35Q: 3 clusters Score -1638382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1638382.500000 Penalty: 4692.203125
	Iteration 36F: 3 clusters Score -1638382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Entering Unmasked Estep 
Score: -1321210.125000 Penalty: 2295.625732
	Iteration 0F: 2 clusters Score -1321210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1313251.125000 Penalty: 4591.251465
	Iteration 0F: 3 clusters Score -1313251 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1315516.375000 Penalty: 4591.251465
	Iteration 1F: 3 clusters Score -1315516 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1315844.750000 Penalty: 4591.251465
	Iteration 2F: 3 clusters Score -1315845 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1316178.625000 Penalty: 4591.251465
	Iteration 3F: 3 clusters Score -1316179 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1316626.750000 Penalty: 4591.251465
	Iteration 4F: 3 clusters Score -1316627 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1317119.750000 Penalty: 4591.251465
	Iteration 5F: 3 clusters Score -1317120 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1317613.750000 Penalty: 4591.251465
	Iteration 6F: 3 clusters Score -1317614 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1318102.625000 Penalty: 4591.251465
	Iteration 7F: 3 clusters Score -1318103 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1318518.000000 Penalty: 4591.251465
	Iteration 8F: 3 clusters Score -1318518 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1318892.000000 Penalty: 4591.251465
	Iteration 9Q: 3 clusters Score -1318892 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1319243.625000 Penalty: 4591.251465
	Iteration 10Q: 3 clusters Score -1319244 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1319477.000000 Penalty: 4591.251465
	Iteration 11Q: 3 clusters Score -1319477 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1319613.750000 Penalty: 4591.251465
	Iteration 12Q: 3 clusters Score -1319614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1319689.500000 Penalty: 4591.251465
	Iteration 13Q: 3 clusters Score -1319690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1319737.625000 Penalty: 4591.251465
	Iteration 14Q: 3 clusters Score -1319738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1319774.375000 Penalty: 4591.251465
	Iteration 15Q: 3 clusters Score -1319774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1319801.125000 Penalty: 4591.251465
	Iteration 16Q: 3 clusters Score -1319801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1319811.000000 Penalty: 4591.251465
	Iteration 17Q: 3 clusters Score -1319811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1319834.500000 Penalty: 4591.251465
	Iteration 18Q: 3 clusters Score -1319834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1319849.750000 Penalty: 4591.251465
	Iteration 19Q: 3 clusters Score -1319850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1319856.500000 Penalty: 4591.251465
	Iteration 20F: 3 clusters Score -1319856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1319865.500000 Penalty: 4591.251465
	Iteration 21Q: 3 clusters Score -1319866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1319866.625000 Penalty: 4591.251465
	Iteration 22Q: 3 clusters Score -1319867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1319871.250000 Penalty: 4591.251465
	Iteration 23Q: 3 clusters Score -1319871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1319868.125000 Penalty: 4591.251465
	Iteration 24Q: 3 clusters Score -1319868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1319874.625000 Penalty: 4591.251465
	Iteration 25Q: 3 clusters Score -1319875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1319876.375000 Penalty: 4591.251465
	Iteration 26Q: 3 clusters Score -1319876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1319876.250000 Penalty: 4591.251465
	Iteration 27Q: 3 clusters Score -1319876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1319876.625000 Penalty: 4591.251465
	Iteration 28Q: 3 clusters Score -1319877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1319878.625000 Penalty: 4591.251465
	Iteration 29Q: 3 clusters Score -1319879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1319877.625000 Penalty: 4591.251465
	Iteration 30Q: 3 clusters Score -1319878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1319877.625000 Penalty: 4591.251465
	Iteration 31F: 3 clusters Score -1319878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158777 members 
Entering Unmasked Estep 
Score: -19980990.000000 Penalty: 2969.863525
	Iteration 0F: 2 clusters Score -1.998099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -19877782.000000 Penalty: 5939.727051
	Iteration 0F: 3 clusters Score -1.987778e+07 nChanged 75867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -19921080.000000 Penalty: 5939.727051
	Iteration 1F: 3 clusters Score -1.992108e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -19921992.000000 Penalty: 5939.727051
	Iteration 2Q: 3 clusters Score -1.992199e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -19923148.000000 Penalty: 5939.727051
	Iteration 3Q: 3 clusters Score -1.992315e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -19924838.000000 Penalty: 5939.727051
	Iteration 4Q: 3 clusters Score -1.992484e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -19927540.000000 Penalty: 5939.727051
	Iteration 5Q: 3 clusters Score -1.992754e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -19932660.000000 Penalty: 5939.727051
	Iteration 6F: 3 clusters Score -1.993266e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -19941070.000000 Penalty: 5939.727051
	Iteration 7F: 3 clusters Score -1.994107e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -19952684.000000 Penalty: 5939.727051
	Iteration 8F: 3 clusters Score -1.995268e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 142277 members 
Entering Unmasked Estep 
Score: -19965228.000000 Penalty: 5939.727051
	Iteration 9F: 3 clusters Score -1.996523e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 151256 members 
Entering Unmasked Estep 
Score: -19973420.000000 Penalty: 5939.727051
	Iteration 10F: 3 clusters Score -1.997342e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -19976722.000000 Penalty: 5939.727051
	Iteration 11Q: 3 clusters Score -1.997672e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -19977782.000000 Penalty: 5939.727051
	Iteration 12Q: 3 clusters Score -1.997778e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 158256 members 
Entering Unmasked Estep 
Score: -19978130.000000 Penalty: 5939.727051
	Iteration 13Q: 3 clusters Score -1.997813e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -19978226.000000 Penalty: 5939.727051
	Iteration 14Q: 3 clusters Score -1.997823e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -19978292.000000 Penalty: 5939.727051
	Iteration 15Q: 3 clusters Score -1.997829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 158474 members 
Entering Unmasked Estep 
Score: -19978298.000000 Penalty: 5939.727051
	Iteration 16Q: 3 clusters Score -1.99783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -19978354.000000 Penalty: 5939.727051
	Iteration 17Q: 3 clusters Score -1.997835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -19978358.000000 Penalty: 5939.727051
	Iteration 18Q: 3 clusters Score -1.997836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 158496 members 
Entering Unmasked Estep 
Score: -19978390.000000 Penalty: 5939.727051
	Iteration 19Q: 3 clusters Score -1.997839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -19978400.000000 Penalty: 5939.727051
	Iteration 20F: 3 clusters Score -1.99784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158505 members 
Entering Unmasked Estep 
Score: -19978414.000000 Penalty: 5939.727051
	Iteration 21Q: 3 clusters Score -1.997841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -19978426.000000 Penalty: 5939.727051
	Iteration 22Q: 3 clusters Score -1.997843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -19978438.000000 Penalty: 5939.727051
	Iteration 23Q: 3 clusters Score -1.997844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -19978432.000000 Penalty: 5939.727051
	Iteration 24Q: 3 clusters Score -1.997843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -19978432.000000 Penalty: 5939.727051
	Iteration 25F: 3 clusters Score -1.997843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -361963.031250 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -361963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -358781.218750 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -358781.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -359412.625000 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -359412.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -359539.718750 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -359539.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -359628.812500 Penalty: 3944.671387
	Iteration 3Q: 3 clusters Score -359628.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -359687.031250 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -359687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -359724.718750 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -359724.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -359751.875000 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -359751.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -359770.875000 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -359770.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -359786.937500 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -359786.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -359796.031250 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -359796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -359805.093750 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -359805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -359814.343750 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -359814.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -359822.375000 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -359822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -359827.875000 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -359827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -359832.750000 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -359832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359835.562500 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -359835.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359844.781250 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -359844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -359854.937500 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -359854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -359858.250000 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -359858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -359862.593750 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -359862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -359865.718750 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -359865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -359868.500000 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -359868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -359871.187500 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -359871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -359872.125000 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -359872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -359874.093750 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -359874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -359876.812500 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -359876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -359879.750000 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -359879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -359882.406250 Penalty: 3944.671387
	Iteration 27Q: 3 clusters Score -359882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -359884.187500 Penalty: 3944.671387
	Iteration 28Q: 3 clusters Score -359884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -359888.093750 Penalty: 3944.671387
	Iteration 29Q: 3 clusters Score -359888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -359892.656250 Penalty: 3944.671387
	Iteration 30Q: 3 clusters Score -359892.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -359896.968750 Penalty: 3944.671387
	Iteration 31Q: 3 clusters Score -359897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -359901.312500 Penalty: 3944.671387
	Iteration 32Q: 3 clusters Score -359901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -359904.968750 Penalty: 3944.671387
	Iteration 33Q: 3 clusters Score -359905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -359911.343750 Penalty: 3944.671387
	Iteration 34Q: 3 clusters Score -359911.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -359917.125000 Penalty: 3944.671387
	Iteration 35Q: 3 clusters Score -359917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -359922.343750 Penalty: 3944.671387
	Iteration 36Q: 3 clusters Score -359922.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -359930.250000 Penalty: 3944.671387
	Iteration 37Q: 3 clusters Score -359930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -359934.406250 Penalty: 3944.671387
	Iteration 38Q: 3 clusters Score -359934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -359935.250000 Penalty: 3944.671387
	Iteration 39Q: 3 clusters Score -359935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -359935.937500 Penalty: 3944.671387
	Iteration 40F: 3 clusters Score -359935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -359937.218750 Penalty: 3944.671387
	Iteration 41Q: 3 clusters Score -359937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -359938.593750 Penalty: 3944.671387
	Iteration 42Q: 3 clusters Score -359938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -359939.906250 Penalty: 3944.671387
	Iteration 43Q: 3 clusters Score -359939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -359941.406250 Penalty: 3944.671387
	Iteration 44Q: 3 clusters Score -359941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -359942.437500 Penalty: 3944.671387
	Iteration 45Q: 3 clusters Score -359942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -359943.468750 Penalty: 3944.671387
	Iteration 46Q: 3 clusters Score -359943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -359943.937500 Penalty: 3944.671387
	Iteration 47Q: 3 clusters Score -359943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -359944.968750 Penalty: 3944.671387
	Iteration 48Q: 3 clusters Score -359945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -359946.250000 Penalty: 3944.671387
	Iteration 49Q: 3 clusters Score -359946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -359948.750000 Penalty: 3944.671387
	Iteration 50Q: 3 clusters Score -359948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -359948.718750 Penalty: 3944.671387
	Iteration 51Q: 3 clusters Score -359948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -359948.718750 Penalty: 3944.671387
	Iteration 52F: 3 clusters Score -359948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -445523.843750 Penalty: 2019.664429
	Iteration 0F: 2 clusters Score -445523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -441959.937500 Penalty: 4039.328857
	Iteration 0F: 3 clusters Score -441959.9 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -442630.468750 Penalty: 4039.328857
	Iteration 1F: 3 clusters Score -442630.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -442788.531250 Penalty: 4039.328857
	Iteration 2F: 3 clusters Score -442788.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -442871.875000 Penalty: 4039.328857
	Iteration 3Q: 3 clusters Score -442871.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -442920.937500 Penalty: 4039.328857
	Iteration 4Q: 3 clusters Score -442920.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -442952.656250 Penalty: 4039.328857
	Iteration 5Q: 3 clusters Score -442952.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -442984.031250 Penalty: 4039.328857
	Iteration 6Q: 3 clusters Score -442984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -443010.500000 Penalty: 4039.328857
	Iteration 7Q: 3 clusters Score -443010.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -443032.062500 Penalty: 4039.328857
	Iteration 8Q: 3 clusters Score -443032.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -443048.812500 Penalty: 4039.328857
	Iteration 9Q: 3 clusters Score -443048.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -443065.656250 Penalty: 4039.328857
	Iteration 10Q: 3 clusters Score -443065.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -443079.500000 Penalty: 4039.328857
	Iteration 11Q: 3 clusters Score -443079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -443091.875000 Penalty: 4039.328857
	Iteration 12Q: 3 clusters Score -443091.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -443100.906250 Penalty: 4039.328857
	Iteration 13Q: 3 clusters Score -443100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -443106.125000 Penalty: 4039.328857
	Iteration 14Q: 3 clusters Score -443106.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -443111.906250 Penalty: 4039.328857
	Iteration 15Q: 3 clusters Score -443111.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -443115.937500 Penalty: 4039.328857
	Iteration 16Q: 3 clusters Score -443115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -443116.937500 Penalty: 4039.328857
	Iteration 17Q: 3 clusters Score -443116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -443121.187500 Penalty: 4039.328857
	Iteration 18Q: 3 clusters Score -443121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -443126.750000 Penalty: 4039.328857
	Iteration 19Q: 3 clusters Score -443126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -443130.937500 Penalty: 4039.328857
	Iteration 20F: 3 clusters Score -443130.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -443135.468750 Penalty: 4039.328857
	Iteration 21Q: 3 clusters Score -443135.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443142.250000 Penalty: 4039.328857
	Iteration 22Q: 3 clusters Score -443142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -443146.312500 Penalty: 4039.328857
	Iteration 23Q: 3 clusters Score -443146.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -443152.562500 Penalty: 4039.328857
	Iteration 24Q: 3 clusters Score -443152.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -443158.875000 Penalty: 4039.328857
	Iteration 25Q: 3 clusters Score -443158.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -443167.937500 Penalty: 4039.328857
	Iteration 26Q: 3 clusters Score -443167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -443172.406250 Penalty: 4039.328857
	Iteration 27Q: 3 clusters Score -443172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -443179.093750 Penalty: 4039.328857
	Iteration 28Q: 3 clusters Score -443179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -443184.250000 Penalty: 4039.328857
	Iteration 29Q: 3 clusters Score -443184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443185.812500 Penalty: 4039.328857
	Iteration 30Q: 3 clusters Score -443185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -443187.468750 Penalty: 4039.328857
	Iteration 31Q: 3 clusters Score -443187.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -443190.375000 Penalty: 4039.328857
	Iteration 32Q: 3 clusters Score -443190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -443193.156250 Penalty: 4039.328857
	Iteration 33Q: 3 clusters Score -443193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -443195.906250 Penalty: 4039.328857
	Iteration 34Q: 3 clusters Score -443195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -443198.750000 Penalty: 4039.328857
	Iteration 35Q: 3 clusters Score -443198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -443200.000000 Penalty: 4039.328857
	Iteration 36Q: 3 clusters Score -443200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -443201.187500 Penalty: 4039.328857
	Iteration 37Q: 3 clusters Score -443201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -443201.375000 Penalty: 4039.328857
	Iteration 38Q: 3 clusters Score -443201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -443203.437500 Penalty: 4039.328857
	Iteration 39Q: 3 clusters Score -443203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -443204.656250 Penalty: 4039.328857
	Iteration 40F: 3 clusters Score -443204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -443206.406250 Penalty: 4039.328857
	Iteration 41Q: 3 clusters Score -443206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -443209.125000 Penalty: 4039.328857
	Iteration 42Q: 3 clusters Score -443209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -443211.687500 Penalty: 4039.328857
	Iteration 43Q: 3 clusters Score -443211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -443213.375000 Penalty: 4039.328857
	Iteration 44Q: 3 clusters Score -443213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -443215.156250 Penalty: 4039.328857
	Iteration 45Q: 3 clusters Score -443215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -443217.687500 Penalty: 4039.328857
	Iteration 46Q: 3 clusters Score -443217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -443220.156250 Penalty: 4039.328857
	Iteration 47Q: 3 clusters Score -443220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -443222.156250 Penalty: 4039.328857
	Iteration 48Q: 3 clusters Score -443222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -443225.218750 Penalty: 4039.328857
	Iteration 49Q: 3 clusters Score -443225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -443229.125000 Penalty: 4039.328857
	Iteration 50Q: 3 clusters Score -443229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -443232.750000 Penalty: 4039.328857
	Iteration 51Q: 3 clusters Score -443232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -443234.437500 Penalty: 4039.328857
	Iteration 52Q: 3 clusters Score -443234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -443236.906250 Penalty: 4039.328857
	Iteration 53Q: 3 clusters Score -443236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -443237.281250 Penalty: 4039.328857
	Iteration 54Q: 3 clusters Score -443237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -443238.343750 Penalty: 4039.328857
	Iteration 55Q: 3 clusters Score -443238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -443238.187500 Penalty: 4039.328857
	Iteration 56Q: 3 clusters Score -443238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -443239.062500 Penalty: 4039.328857
	Iteration 57Q: 3 clusters Score -443239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -443239.250000 Penalty: 4039.328857
	Iteration 58Q: 3 clusters Score -443239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -443240.218750 Penalty: 4039.328857
	Iteration 59Q: 3 clusters Score -443240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -443241.250000 Penalty: 4039.328857
	Iteration 60F: 3 clusters Score -443241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -443242.500000 Penalty: 4039.328857
	Iteration 61Q: 3 clusters Score -443242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -443244.218750 Penalty: 4039.328857
	Iteration 62Q: 3 clusters Score -443244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -443247.375000 Penalty: 4039.328857
	Iteration 63Q: 3 clusters Score -443247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -443250.937500 Penalty: 4039.328857
	Iteration 64Q: 3 clusters Score -443250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -443250.656250 Penalty: 4039.328857
	Iteration 65Q: 3 clusters Score -443250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -443252.875000 Penalty: 4039.328857
	Iteration 66Q: 3 clusters Score -443252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -443254.500000 Penalty: 4039.328857
	Iteration 67Q: 3 clusters Score -443254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -443256.375000 Penalty: 4039.328857
	Iteration 68Q: 3 clusters Score -443256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -443256.843750 Penalty: 4039.328857
	Iteration 69Q: 3 clusters Score -443256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -443256.750000 Penalty: 4039.328857
	Iteration 70Q: 3 clusters Score -443256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -443256.750000 Penalty: 4039.328857
	Iteration 71F: 3 clusters Score -443256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -159794.609375 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -159794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157608.953125 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -157609 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157982.484375 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -157982.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158157.593750 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -158157.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -158294.078125 Penalty: 3573.995117
	Iteration 3F: 3 clusters Score -158294.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -158450.656250 Penalty: 3573.995117
	Iteration 4F: 3 clusters Score -158450.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -158643.593750 Penalty: 3573.995117
	Iteration 5F: 3 clusters Score -158643.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -158875.687500 Penalty: 3573.995117
	Iteration 6F: 3 clusters Score -158875.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -159168.125000 Penalty: 3573.995117
	Iteration 7F: 3 clusters Score -159168.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -159333.015625 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -159333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -159416.890625 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -159416.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -159460.718750 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -159460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -159472.500000 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -159472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -159479.843750 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -159479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -159487.750000 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -159487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -159498.015625 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -159498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -159503.421875 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -159503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -159503.421875 Penalty: 3573.995117
	Iteration 16F: 3 clusters Score -159503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Entering Unmasked Estep 
Score: -22893512.000000 Penalty: 3005.045898
	Iteration 0F: 2 clusters Score -2.289351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -22773878.000000 Penalty: 6010.091797
	Iteration 0F: 3 clusters Score -2.277388e+07 nChanged 87724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -22824550.000000 Penalty: 6010.091797
	Iteration 1F: 3 clusters Score -2.282455e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -22825162.000000 Penalty: 6010.091797
	Iteration 2Q: 3 clusters Score -2.282516e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -22825556.000000 Penalty: 6010.091797
	Iteration 3Q: 3 clusters Score -2.282556e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -22826230.000000 Penalty: 6010.091797
	Iteration 4Q: 3 clusters Score -2.282623e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -22826998.000000 Penalty: 6010.091797
	Iteration 5Q: 3 clusters Score -2.2827e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -22827866.000000 Penalty: 6010.091797
	Iteration 6Q: 3 clusters Score -2.282787e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -22829266.000000 Penalty: 6010.091797
	Iteration 7Q: 3 clusters Score -2.282927e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -22831606.000000 Penalty: 6010.091797
	Iteration 8Q: 3 clusters Score -2.283161e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -22836860.000000 Penalty: 6010.091797
	Iteration 9F: 3 clusters Score -2.283686e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 136071 members 
Entering Unmasked Estep 
Score: -22846984.000000 Penalty: 6010.091797
	Iteration 10F: 3 clusters Score -2.284698e+07 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -22862342.000000 Penalty: 6010.091797
	Iteration 11F: 3 clusters Score -2.286234e+07 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 168999 members 
Entering Unmasked Estep 
Score: -22878154.000000 Penalty: 6010.091797
	Iteration 12F: 3 clusters Score -2.287815e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 178633 members 
Entering Unmasked Estep 
Score: -22887018.000000 Penalty: 6010.091797
	Iteration 13F: 3 clusters Score -2.288702e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 181932 members 
Entering Unmasked Estep 
Score: -22889836.000000 Penalty: 6010.091797
	Iteration 14Q: 3 clusters Score -2.288984e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182638 members 
Entering Unmasked Estep 
Score: -22890556.000000 Penalty: 6010.091797
	Iteration 15Q: 3 clusters Score -2.289056e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 182766 members 
Entering Unmasked Estep 
Score: -22890690.000000 Penalty: 6010.091797
	Iteration 16Q: 3 clusters Score -2.289069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182802 members 
Entering Unmasked Estep 
Score: -22890764.000000 Penalty: 6010.091797
	Iteration 17Q: 3 clusters Score -2.289076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182807 members 
Entering Unmasked Estep 
Score: -22890786.000000 Penalty: 6010.091797
	Iteration 18Q: 3 clusters Score -2.289079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182813 members 
Entering Unmasked Estep 
Score: -22890802.000000 Penalty: 6010.091797
	Iteration 19Q: 3 clusters Score -2.28908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182818 members 
Entering Unmasked Estep 
Score: -22890818.000000 Penalty: 6010.091797
	Iteration 20F: 3 clusters Score -2.289082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -22890828.000000 Penalty: 6010.091797
	Iteration 21Q: 3 clusters Score -2.289083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182822 members 
Entering Unmasked Estep 
Score: -22890818.000000 Penalty: 6010.091797
	Iteration 22Q: 3 clusters Score -2.289082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182822 members 
Entering Unmasked Estep 
Score: -22890818.000000 Penalty: 6010.091797
	Iteration 23F: 3 clusters Score -2.289082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1275000.875000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -1275001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1267232.750000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -1267233 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1269441.250000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -1269441 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1269753.625000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -1269754 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1270005.250000 Penalty: 4568.626465
	Iteration 3F: 3 clusters Score -1270005 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1270267.625000 Penalty: 4568.626465
	Iteration 4Q: 3 clusters Score -1270268 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1270566.125000 Penalty: 4568.626465
	Iteration 5Q: 3 clusters Score -1270566 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1270905.000000 Penalty: 4568.626465
	Iteration 6F: 3 clusters Score -1270905 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1271284.750000 Penalty: 4568.626465
	Iteration 7F: 3 clusters Score -1271285 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1271716.625000 Penalty: 4568.626465
	Iteration 8F: 3 clusters Score -1271717 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1272161.625000 Penalty: 4568.626465
	Iteration 9F: 3 clusters Score -1272162 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1272589.250000 Penalty: 4568.626465
	Iteration 10F: 3 clusters Score -1272589 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1272949.125000 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -1272949 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1273196.625000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -1273197 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1273344.375000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -1273344 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1273441.125000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -1273441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1273518.250000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -1273518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1273572.000000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -1273572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1273597.750000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -1273598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1273612.500000 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -1273612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1273619.625000 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -1273620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1273626.125000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -1273626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1273628.125000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -1273628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1273629.000000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -1273629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1273629.875000 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -1273630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1273630.875000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -1273631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1273630.375000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -1273630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1273631.250000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -1273631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1273632.625000 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -1273633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1273632.625000 Penalty: 4568.626465
	Iteration 28F: 3 clusters Score -1273633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -872764.000000 Penalty: 2206.998047
	Iteration 0F: 2 clusters Score -872764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -866765.812500 Penalty: 4413.996094
	Iteration 0F: 3 clusters Score -866765.8 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -868391.687500 Penalty: 4413.996094
	Iteration 1F: 3 clusters Score -868391.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -868621.687500 Penalty: 4413.996094
	Iteration 2F: 3 clusters Score -868621.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -868776.687500 Penalty: 4413.996094
	Iteration 3Q: 3 clusters Score -868776.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -868881.625000 Penalty: 4413.996094
	Iteration 4Q: 3 clusters Score -868881.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -868950.312500 Penalty: 4413.996094
	Iteration 5Q: 3 clusters Score -868950.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -868994.312500 Penalty: 4413.996094
	Iteration 6Q: 3 clusters Score -868994.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -869030.250000 Penalty: 4413.996094
	Iteration 7Q: 3 clusters Score -869030.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -869059.437500 Penalty: 4413.996094
	Iteration 8Q: 3 clusters Score -869059.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -869095.562500 Penalty: 4413.996094
	Iteration 9Q: 3 clusters Score -869095.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -869149.437500 Penalty: 4413.996094
	Iteration 10Q: 3 clusters Score -869149.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -869238.312500 Penalty: 4413.996094
	Iteration 11Q: 3 clusters Score -869238.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -869355.812500 Penalty: 4413.996094
	Iteration 12Q: 3 clusters Score -869355.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -869516.937500 Penalty: 4413.996094
	Iteration 13Q: 3 clusters Score -869516.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -869674.062500 Penalty: 4413.996094
	Iteration 14Q: 3 clusters Score -869674.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -869840.437500 Penalty: 4413.996094
	Iteration 15Q: 3 clusters Score -869840.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -870001.625000 Penalty: 4413.996094
	Iteration 16Q: 3 clusters Score -870001.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -870139.375000 Penalty: 4413.996094
	Iteration 17Q: 3 clusters Score -870139.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -870248.687500 Penalty: 4413.996094
	Iteration 18Q: 3 clusters Score -870248.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -870339.750000 Penalty: 4413.996094
	Iteration 19Q: 3 clusters Score -870339.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -870435.125000 Penalty: 4413.996094
	Iteration 20F: 3 clusters Score -870435.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -870520.812500 Penalty: 4413.996094
	Iteration 21Q: 3 clusters Score -870520.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -870619.625000 Penalty: 4413.996094
	Iteration 22Q: 3 clusters Score -870619.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -870721.312500 Penalty: 4413.996094
	Iteration 23Q: 3 clusters Score -870721.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -870804.000000 Penalty: 4413.996094
	Iteration 24Q: 3 clusters Score -870804 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -870864.875000 Penalty: 4413.996094
	Iteration 25Q: 3 clusters Score -870864.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -870912.937500 Penalty: 4413.996094
	Iteration 26Q: 3 clusters Score -870912.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -870956.750000 Penalty: 4413.996094
	Iteration 27Q: 3 clusters Score -870956.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -871003.875000 Penalty: 4413.996094
	Iteration 28Q: 3 clusters Score -871003.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -871047.500000 Penalty: 4413.996094
	Iteration 29Q: 3 clusters Score -871047.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -871085.687500 Penalty: 4413.996094
	Iteration 30Q: 3 clusters Score -871085.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -871114.312500 Penalty: 4413.996094
	Iteration 31Q: 3 clusters Score -871114.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -871141.812500 Penalty: 4413.996094
	Iteration 32Q: 3 clusters Score -871141.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -871157.687500 Penalty: 4413.996094
	Iteration 33Q: 3 clusters Score -871157.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -871166.250000 Penalty: 4413.996094
	Iteration 34Q: 3 clusters Score -871166.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -871178.937500 Penalty: 4413.996094
	Iteration 35Q: 3 clusters Score -871178.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -871185.875000 Penalty: 4413.996094
	Iteration 36Q: 3 clusters Score -871185.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -871198.500000 Penalty: 4413.996094
	Iteration 37Q: 3 clusters Score -871198.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -871214.937500 Penalty: 4413.996094
	Iteration 38Q: 3 clusters Score -871214.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -871232.750000 Penalty: 4413.996094
	Iteration 39Q: 3 clusters Score -871232.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -871248.000000 Penalty: 4413.996094
	Iteration 40F: 3 clusters Score -871248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -871266.687500 Penalty: 4413.996094
	Iteration 41Q: 3 clusters Score -871266.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -871285.625000 Penalty: 4413.996094
	Iteration 42Q: 3 clusters Score -871285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -871304.437500 Penalty: 4413.996094
	Iteration 43Q: 3 clusters Score -871304.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -871324.437500 Penalty: 4413.996094
	Iteration 44Q: 3 clusters Score -871324.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -871345.875000 Penalty: 4413.996094
	Iteration 45Q: 3 clusters Score -871345.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -871363.437500 Penalty: 4413.996094
	Iteration 46Q: 3 clusters Score -871363.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -871375.250000 Penalty: 4413.996094
	Iteration 47Q: 3 clusters Score -871375.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -871387.437500 Penalty: 4413.996094
	Iteration 48Q: 3 clusters Score -871387.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -871400.125000 Penalty: 4413.996094
	Iteration 49Q: 3 clusters Score -871400.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -871411.750000 Penalty: 4413.996094
	Iteration 50Q: 3 clusters Score -871411.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -871424.500000 Penalty: 4413.996094
	Iteration 51Q: 3 clusters Score -871424.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -871429.625000 Penalty: 4413.996094
	Iteration 52Q: 3 clusters Score -871429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -871436.875000 Penalty: 4413.996094
	Iteration 53Q: 3 clusters Score -871436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -871445.187500 Penalty: 4413.996094
	Iteration 54Q: 3 clusters Score -871445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -871448.062500 Penalty: 4413.996094
	Iteration 55Q: 3 clusters Score -871448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -871452.562500 Penalty: 4413.996094
	Iteration 56Q: 3 clusters Score -871452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -871453.500000 Penalty: 4413.996094
	Iteration 57Q: 3 clusters Score -871453.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -871457.937500 Penalty: 4413.996094
	Iteration 58Q: 3 clusters Score -871457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -871462.562500 Penalty: 4413.996094
	Iteration 59Q: 3 clusters Score -871462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -871465.437500 Penalty: 4413.996094
	Iteration 60F: 3 clusters Score -871465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -871468.437500 Penalty: 4413.996094
	Iteration 61Q: 3 clusters Score -871468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -871472.187500 Penalty: 4413.996094
	Iteration 62Q: 3 clusters Score -871472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -871474.750000 Penalty: 4413.996094
	Iteration 63Q: 3 clusters Score -871474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -871477.062500 Penalty: 4413.996094
	Iteration 64Q: 3 clusters Score -871477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -871479.500000 Penalty: 4413.996094
	Iteration 65Q: 3 clusters Score -871479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -871483.812500 Penalty: 4413.996094
	Iteration 66Q: 3 clusters Score -871483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -871483.625000 Penalty: 4413.996094
	Iteration 67Q: 3 clusters Score -871483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -871484.937500 Penalty: 4413.996094
	Iteration 68Q: 3 clusters Score -871484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -871488.500000 Penalty: 4413.996094
	Iteration 69Q: 3 clusters Score -871488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -871491.062500 Penalty: 4413.996094
	Iteration 70Q: 3 clusters Score -871491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -871497.187500 Penalty: 4413.996094
	Iteration 71Q: 3 clusters Score -871497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -871504.062500 Penalty: 4413.996094
	Iteration 72Q: 3 clusters Score -871504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -871507.062500 Penalty: 4413.996094
	Iteration 73Q: 3 clusters Score -871507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -871521.562500 Penalty: 4413.996094
	Iteration 74Q: 3 clusters Score -871521.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -871536.687500 Penalty: 4413.996094
	Iteration 75Q: 3 clusters Score -871536.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -871547.937500 Penalty: 4413.996094
	Iteration 76Q: 3 clusters Score -871547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -871556.625000 Penalty: 4413.996094
	Iteration 77Q: 3 clusters Score -871556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -871560.312500 Penalty: 4413.996094
	Iteration 78Q: 3 clusters Score -871560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -871561.625000 Penalty: 4413.996094
	Iteration 79Q: 3 clusters Score -871561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -871566.562500 Penalty: 4413.996094
	Iteration 80F: 3 clusters Score -871566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -871568.937500 Penalty: 4413.996094
	Iteration 81Q: 3 clusters Score -871568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -871569.687500 Penalty: 4413.996094
	Iteration 82Q: 3 clusters Score -871569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -871570.500000 Penalty: 4413.996094
	Iteration 83Q: 3 clusters Score -871570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -871574.562500 Penalty: 4413.996094
	Iteration 84Q: 3 clusters Score -871574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -871577.875000 Penalty: 4413.996094
	Iteration 85Q: 3 clusters Score -871577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -871580.312500 Penalty: 4413.996094
	Iteration 86Q: 3 clusters Score -871580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -871581.937500 Penalty: 4413.996094
	Iteration 87Q: 3 clusters Score -871581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -871581.562500 Penalty: 4413.996094
	Iteration 88Q: 3 clusters Score -871581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -871581.562500 Penalty: 4413.996094
	Iteration 89F: 3 clusters Score -871581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Entering Unmasked Estep 
Score: -1366400.125000 Penalty: 2301.429932
	Iteration 0F: 2 clusters Score -1366400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1358307.125000 Penalty: 4602.859863
	Iteration 0F: 3 clusters Score -1358307 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1360592.125000 Penalty: 4602.859863
	Iteration 1F: 3 clusters Score -1360592 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1360844.625000 Penalty: 4602.859863
	Iteration 2F: 3 clusters Score -1360845 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1361032.875000 Penalty: 4602.859863
	Iteration 3Q: 3 clusters Score -1361033 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1361158.750000 Penalty: 4602.859863
	Iteration 4Q: 3 clusters Score -1361159 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1361254.375000 Penalty: 4602.859863
	Iteration 5Q: 3 clusters Score -1361254 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1361330.875000 Penalty: 4602.859863
	Iteration 6Q: 3 clusters Score -1361331 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1361402.875000 Penalty: 4602.859863
	Iteration 7Q: 3 clusters Score -1361403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1361477.625000 Penalty: 4602.859863
	Iteration 8Q: 3 clusters Score -1361478 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1361557.000000 Penalty: 4602.859863
	Iteration 9Q: 3 clusters Score -1361557 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1361636.375000 Penalty: 4602.859863
	Iteration 10Q: 3 clusters Score -1361636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1361724.250000 Penalty: 4602.859863
	Iteration 11Q: 3 clusters Score -1361724 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1361817.125000 Penalty: 4602.859863
	Iteration 12Q: 3 clusters Score -1361817 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1361950.375000 Penalty: 4602.859863
	Iteration 13Q: 3 clusters Score -1361950 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1362132.125000 Penalty: 4602.859863
	Iteration 14Q: 3 clusters Score -1362132 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1362373.875000 Penalty: 4602.859863
	Iteration 15Q: 3 clusters Score -1362374 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1362639.750000 Penalty: 4602.859863
	Iteration 16Q: 3 clusters Score -1362640 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1362950.625000 Penalty: 4602.859863
	Iteration 17Q: 3 clusters Score -1362951 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1363284.750000 Penalty: 4602.859863
	Iteration 18Q: 3 clusters Score -1363285 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1363625.000000 Penalty: 4602.859863
	Iteration 19Q: 3 clusters Score -1363625 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1363912.375000 Penalty: 4602.859863
	Iteration 20F: 3 clusters Score -1363912 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1364100.750000 Penalty: 4602.859863
	Iteration 21Q: 3 clusters Score -1364101 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1364243.000000 Penalty: 4602.859863
	Iteration 22Q: 3 clusters Score -1364243 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1364349.375000 Penalty: 4602.859863
	Iteration 23Q: 3 clusters Score -1364349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1364444.875000 Penalty: 4602.859863
	Iteration 24Q: 3 clusters Score -1364445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1364536.875000 Penalty: 4602.859863
	Iteration 25Q: 3 clusters Score -1364537 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1364617.125000 Penalty: 4602.859863
	Iteration 26Q: 3 clusters Score -1364617 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1364683.500000 Penalty: 4602.859863
	Iteration 27Q: 3 clusters Score -1364684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1364739.125000 Penalty: 4602.859863
	Iteration 28Q: 3 clusters Score -1364739 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1364784.875000 Penalty: 4602.859863
	Iteration 29Q: 3 clusters Score -1364785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1364832.875000 Penalty: 4602.859863
	Iteration 30Q: 3 clusters Score -1364833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1364876.250000 Penalty: 4602.859863
	Iteration 31Q: 3 clusters Score -1364876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1364915.875000 Penalty: 4602.859863
	Iteration 32Q: 3 clusters Score -1364916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1364936.625000 Penalty: 4602.859863
	Iteration 33Q: 3 clusters Score -1364937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1364952.625000 Penalty: 4602.859863
	Iteration 34Q: 3 clusters Score -1364953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1364969.250000 Penalty: 4602.859863
	Iteration 35Q: 3 clusters Score -1364969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1364987.625000 Penalty: 4602.859863
	Iteration 36Q: 3 clusters Score -1364988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1365007.375000 Penalty: 4602.859863
	Iteration 37Q: 3 clusters Score -1365007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1365017.000000 Penalty: 4602.859863
	Iteration 38Q: 3 clusters Score -1365017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1365024.500000 Penalty: 4602.859863
	Iteration 39Q: 3 clusters Score -1365024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1365035.625000 Penalty: 4602.859863
	Iteration 40F: 3 clusters Score -1365036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1365047.875000 Penalty: 4602.859863
	Iteration 41Q: 3 clusters Score -1365048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1365052.625000 Penalty: 4602.859863
	Iteration 42Q: 3 clusters Score -1365053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1365060.375000 Penalty: 4602.859863
	Iteration 43Q: 3 clusters Score -1365060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1365064.375000 Penalty: 4602.859863
	Iteration 44Q: 3 clusters Score -1365064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1365069.250000 Penalty: 4602.859863
	Iteration 45Q: 3 clusters Score -1365069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1365072.000000 Penalty: 4602.859863
	Iteration 46Q: 3 clusters Score -1365072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1365075.375000 Penalty: 4602.859863
	Iteration 47Q: 3 clusters Score -1365075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1365077.375000 Penalty: 4602.859863
	Iteration 48Q: 3 clusters Score -1365077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1365080.000000 Penalty: 4602.859863
	Iteration 49Q: 3 clusters Score -1365080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1365080.125000 Penalty: 4602.859863
	Iteration 50Q: 3 clusters Score -1365080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1365081.125000 Penalty: 4602.859863
	Iteration 51Q: 3 clusters Score -1365081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1365081.125000 Penalty: 4602.859863
	Iteration 52F: 3 clusters Score -1365081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -274625.968750 Penalty: 1909.223755
	Iteration 0F: 2 clusters Score -274626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -271891.812500 Penalty: 3818.447510
	Iteration 0F: 3 clusters Score -271891.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -272439.312500 Penalty: 3818.447510
	Iteration 1F: 3 clusters Score -272439.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -272555.406250 Penalty: 3818.447510
	Iteration 2F: 3 clusters Score -272555.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -272609.406250 Penalty: 3818.447510
	Iteration 3Q: 3 clusters Score -272609.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -272640.187500 Penalty: 3818.447510
	Iteration 4Q: 3 clusters Score -272640.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272657.812500 Penalty: 3818.447510
	Iteration 5Q: 3 clusters Score -272657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -272665.750000 Penalty: 3818.447510
	Iteration 6Q: 3 clusters Score -272665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -272671.125000 Penalty: 3818.447510
	Iteration 7Q: 3 clusters Score -272671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272674.437500 Penalty: 3818.447510
	Iteration 8Q: 3 clusters Score -272674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -272676.875000 Penalty: 3818.447510
	Iteration 9Q: 3 clusters Score -272676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -272679.750000 Penalty: 3818.447510
	Iteration 10Q: 3 clusters Score -272679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -272682.562500 Penalty: 3818.447510
	Iteration 11Q: 3 clusters Score -272682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272684.843750 Penalty: 3818.447510
	Iteration 12Q: 3 clusters Score -272684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272688.062500 Penalty: 3818.447510
	Iteration 13Q: 3 clusters Score -272688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272688.968750 Penalty: 3818.447510
	Iteration 14Q: 3 clusters Score -272689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272690.031250 Penalty: 3818.447510
	Iteration 15Q: 3 clusters Score -272690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272690.031250 Penalty: 3818.447510
	Iteration 16F: 3 clusters Score -272690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -255701.890625 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -255701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -252990.484375 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -252990.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -253529.421875 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -253529.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -253671.359375 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -253671.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -253775.828125 Penalty: 3806.610107
	Iteration 3Q: 3 clusters Score -253775.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -253837.734375 Penalty: 3806.610107
	Iteration 4Q: 3 clusters Score -253837.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -253882.781250 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -253882.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253917.796875 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -253917.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -253953.484375 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -253953.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -253989.468750 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -253989.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -254029.390625 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -254029.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -254066.234375 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -254066.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254125.671875 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -254125.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -254207.500000 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -254207.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -254251.453125 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -254251.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -254284.671875 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -254284.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -254319.781250 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -254319.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -254346.234375 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -254346.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -254376.875000 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -254376.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -254399.875000 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -254399.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -254420.984375 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -254421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -254438.781250 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -254438.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -254462.390625 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -254462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -254485.390625 Penalty: 3806.610107
	Iteration 22Q: 3 clusters Score -254485.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -254500.531250 Penalty: 3806.610107
	Iteration 23Q: 3 clusters Score -254500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -254509.078125 Penalty: 3806.610107
	Iteration 24Q: 3 clusters Score -254509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -254520.500000 Penalty: 3806.610107
	Iteration 25Q: 3 clusters Score -254520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -254531.359375 Penalty: 3806.610107
	Iteration 26Q: 3 clusters Score -254531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -254539.234375 Penalty: 3806.610107
	Iteration 27Q: 3 clusters Score -254539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -254548.312500 Penalty: 3806.610107
	Iteration 28Q: 3 clusters Score -254548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -254554.531250 Penalty: 3806.610107
	Iteration 29Q: 3 clusters Score -254554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -254555.828125 Penalty: 3806.610107
	Iteration 30Q: 3 clusters Score -254555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -254556.921875 Penalty: 3806.610107
	Iteration 31Q: 3 clusters Score -254556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -254557.515625 Penalty: 3806.610107
	Iteration 32Q: 3 clusters Score -254557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -254558.937500 Penalty: 3806.610107
	Iteration 33Q: 3 clusters Score -254558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -254559.671875 Penalty: 3806.610107
	Iteration 34Q: 3 clusters Score -254559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -254561.640625 Penalty: 3806.610107
	Iteration 35Q: 3 clusters Score -254561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -254563.031250 Penalty: 3806.610107
	Iteration 36Q: 3 clusters Score -254563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -254565.750000 Penalty: 3806.610107
	Iteration 37Q: 3 clusters Score -254565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -254569.265625 Penalty: 3806.610107
	Iteration 38Q: 3 clusters Score -254569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -254574.421875 Penalty: 3806.610107
	Iteration 39Q: 3 clusters Score -254574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -254575.859375 Penalty: 3806.610107
	Iteration 40F: 3 clusters Score -254575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Entering Unmasked Estep 
Score: -8971696.000000 Penalty: 2778.840088
	Iteration 0F: 2 clusters Score -8971696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -8922405.000000 Penalty: 5557.680176
	Iteration 0F: 3 clusters Score -8922405 nChanged 34329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -8941749.000000 Penalty: 5557.680176
	Iteration 1F: 3 clusters Score -8941749 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8942220.000000 Penalty: 5557.680176
	Iteration 2Q: 3 clusters Score -8942220 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -8942839.000000 Penalty: 5557.680176
	Iteration 3Q: 3 clusters Score -8942839 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -8943395.000000 Penalty: 5557.680176
	Iteration 4Q: 3 clusters Score -8943395 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -8944162.000000 Penalty: 5557.680176
	Iteration 5Q: 3 clusters Score -8944162 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8945141.000000 Penalty: 5557.680176
	Iteration 6Q: 3 clusters Score -8945141 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8946568.000000 Penalty: 5557.680176
	Iteration 7Q: 3 clusters Score -8946568 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -8948600.000000 Penalty: 5557.680176
	Iteration 8F: 3 clusters Score -8948600 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -8951722.000000 Penalty: 5557.680176
	Iteration 9F: 3 clusters Score -8951722 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -8955362.000000 Penalty: 5557.680176
	Iteration 10F: 3 clusters Score -8955362 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -8958719.000000 Penalty: 5557.680176
	Iteration 11F: 3 clusters Score -8958719 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -8961442.000000 Penalty: 5557.680176
	Iteration 12Q: 3 clusters Score -8961442 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -8963480.000000 Penalty: 5557.680176
	Iteration 13Q: 3 clusters Score -8963480 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -8964970.000000 Penalty: 5557.680176
	Iteration 14Q: 3 clusters Score -8964970 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -8966125.000000 Penalty: 5557.680176
	Iteration 15Q: 3 clusters Score -8966125 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -8966892.000000 Penalty: 5557.680176
	Iteration 16Q: 3 clusters Score -8966892 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -8967457.000000 Penalty: 5557.680176
	Iteration 17Q: 3 clusters Score -8967457 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -8967838.000000 Penalty: 5557.680176
	Iteration 18Q: 3 clusters Score -8967838 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -8968132.000000 Penalty: 5557.680176
	Iteration 19Q: 3 clusters Score -8968132 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -8968322.000000 Penalty: 5557.680176
	Iteration 20F: 3 clusters Score -8968322 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -8968461.000000 Penalty: 5557.680176
	Iteration 21Q: 3 clusters Score -8968461 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -8968563.000000 Penalty: 5557.680176
	Iteration 22Q: 3 clusters Score -8968563 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -8968645.000000 Penalty: 5557.680176
	Iteration 23Q: 3 clusters Score -8968645 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -8968716.000000 Penalty: 5557.680176
	Iteration 24Q: 3 clusters Score -8968716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -8968779.000000 Penalty: 5557.680176
	Iteration 25Q: 3 clusters Score -8968779 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -8968809.000000 Penalty: 5557.680176
	Iteration 26Q: 3 clusters Score -8968809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -8968836.000000 Penalty: 5557.680176
	Iteration 27Q: 3 clusters Score -8968836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -8968860.000000 Penalty: 5557.680176
	Iteration 28Q: 3 clusters Score -8968860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -8968888.000000 Penalty: 5557.680176
	Iteration 29Q: 3 clusters Score -8968888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -8968907.000000 Penalty: 5557.680176
	Iteration 30Q: 3 clusters Score -8968907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -8968938.000000 Penalty: 5557.680176
	Iteration 31Q: 3 clusters Score -8968938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -8968953.000000 Penalty: 5557.680176
	Iteration 32Q: 3 clusters Score -8968953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -8968959.000000 Penalty: 5557.680176
	Iteration 33Q: 3 clusters Score -8968959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -8968983.000000 Penalty: 5557.680176
	Iteration 34Q: 3 clusters Score -8968983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -8969011.000000 Penalty: 5557.680176
	Iteration 35Q: 3 clusters Score -8969011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -8969007.000000 Penalty: 5557.680176
	Iteration 36Q: 3 clusters Score -8969007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -8969016.000000 Penalty: 5557.680176
	Iteration 37Q: 3 clusters Score -8969016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -8969024.000000 Penalty: 5557.680176
	Iteration 38Q: 3 clusters Score -8969024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -8969046.000000 Penalty: 5557.680176
	Iteration 39Q: 3 clusters Score -8969046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -8969054.000000 Penalty: 5557.680176
	Iteration 40F: 3 clusters Score -8969054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -8969045.000000 Penalty: 5557.680176
	Iteration 41Q: 3 clusters Score -8969045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8969070.000000 Penalty: 5557.680176
	Iteration 42Q: 3 clusters Score -8969070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -8969060.000000 Penalty: 5557.680176
	Iteration 43Q: 3 clusters Score -8969060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -8969050.000000 Penalty: 5557.680176
	Iteration 44Q: 3 clusters Score -8969050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -8969041.000000 Penalty: 5557.680176
	Iteration 45Q: 3 clusters Score -8969041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -8969050.000000 Penalty: 5557.680176
	Iteration 46Q: 3 clusters Score -8969050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -8969045.000000 Penalty: 5557.680176
	Iteration 47Q: 3 clusters Score -8969045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -8969045.000000 Penalty: 5557.680176
	Iteration 48Q: 3 clusters Score -8969045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -8969047.000000 Penalty: 5557.680176
	Iteration 49Q: 3 clusters Score -8969047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -8969049.000000 Penalty: 5557.680176
	Iteration 50Q: 3 clusters Score -8969049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -8969057.000000 Penalty: 5557.680176
	Iteration 51Q: 3 clusters Score -8969057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -8969052.000000 Penalty: 5557.680176
	Iteration 52Q: 3 clusters Score -8969052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -8969045.000000 Penalty: 5557.680176
	Iteration 53Q: 3 clusters Score -8969045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -8969048.000000 Penalty: 5557.680176
	Iteration 54Q: 3 clusters Score -8969048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -8969049.000000 Penalty: 5557.680176
	Iteration 55Q: 3 clusters Score -8969049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8969033.000000 Penalty: 5557.680176
	Iteration 56Q: 3 clusters Score -8969033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -8969035.000000 Penalty: 5557.680176
	Iteration 57Q: 3 clusters Score -8969035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -8969033.000000 Penalty: 5557.680176
	Iteration 58Q: 3 clusters Score -8969033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -8969044.000000 Penalty: 5557.680176
	Iteration 59Q: 3 clusters Score -8969044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -8969042.000000 Penalty: 5557.680176
	Iteration 60F: 3 clusters Score -8969042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -8969039.000000 Penalty: 5557.680176
	Iteration 61Q: 3 clusters Score -8969039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -8969037.000000 Penalty: 5557.680176
	Iteration 62Q: 3 clusters Score -8969037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -8969046.000000 Penalty: 5557.680176
	Iteration 63Q: 3 clusters Score -8969046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -8969040.000000 Penalty: 5557.680176
	Iteration 64Q: 3 clusters Score -8969040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -8969055.000000 Penalty: 5557.680176
	Iteration 65Q: 3 clusters Score -8969055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -8969074.000000 Penalty: 5557.680176
	Iteration 66Q: 3 clusters Score -8969074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -8969055.000000 Penalty: 5557.680176
	Iteration 67Q: 3 clusters Score -8969055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -8969053.000000 Penalty: 5557.680176
	Iteration 68Q: 3 clusters Score -8969053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -8969068.000000 Penalty: 5557.680176
	Iteration 69Q: 3 clusters Score -8969068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -8969068.000000 Penalty: 5557.680176
	Iteration 70Q: 3 clusters Score -8969068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -8969064.000000 Penalty: 5557.680176
	Iteration 71Q: 3 clusters Score -8969064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -8969076.000000 Penalty: 5557.680176
	Iteration 72Q: 3 clusters Score -8969076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -8969084.000000 Penalty: 5557.680176
	Iteration 73Q: 3 clusters Score -8969084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -8969096.000000 Penalty: 5557.680176
	Iteration 74Q: 3 clusters Score -8969096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -8969096.000000 Penalty: 5557.680176
	Iteration 75Q: 3 clusters Score -8969096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -8969103.000000 Penalty: 5557.680176
	Iteration 76Q: 3 clusters Score -8969103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8969095.000000 Penalty: 5557.680176
	Iteration 77Q: 3 clusters Score -8969095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -8969103.000000 Penalty: 5557.680176
	Iteration 78Q: 3 clusters Score -8969103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -8969099.000000 Penalty: 5557.680176
	Iteration 79Q: 3 clusters Score -8969099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -8969098.000000 Penalty: 5557.680176
	Iteration 80F: 3 clusters Score -8969098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -8969097.000000 Penalty: 5557.680176
	Iteration 81Q: 3 clusters Score -8969097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -8969106.000000 Penalty: 5557.680176
	Iteration 82Q: 3 clusters Score -8969106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -8969113.000000 Penalty: 5557.680176
	Iteration 83Q: 3 clusters Score -8969113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -8969101.000000 Penalty: 5557.680176
	Iteration 84Q: 3 clusters Score -8969101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -8969100.000000 Penalty: 5557.680176
	Iteration 85Q: 3 clusters Score -8969100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -8969113.000000 Penalty: 5557.680176
	Iteration 86Q: 3 clusters Score -8969113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -8969121.000000 Penalty: 5557.680176
	Iteration 87Q: 3 clusters Score -8969121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -8969125.000000 Penalty: 5557.680176
	Iteration 88Q: 3 clusters Score -8969125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -8969116.000000 Penalty: 5557.680176
	Iteration 89Q: 3 clusters Score -8969116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -8969116.000000 Penalty: 5557.680176
	Iteration 90Q: 3 clusters Score -8969116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -8969118.000000 Penalty: 5557.680176
	Iteration 91Q: 3 clusters Score -8969118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -8969118.000000 Penalty: 5557.680176
	Iteration 92Q: 3 clusters Score -8969118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -8969110.000000 Penalty: 5557.680176
	Iteration 93Q: 3 clusters Score -8969110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -8969119.000000 Penalty: 5557.680176
	Iteration 94Q: 3 clusters Score -8969119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -8969119.000000 Penalty: 5557.680176
	Iteration 95F: 3 clusters Score -8969119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 263 members 
Entering Unmasked Estep 
Score: -59801.617188 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59801.62 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60072.152344 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60072.15 nChanged 36
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: -60230.789062 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -60230.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60361.195312 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -60361.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60439.386719 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60439.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60490.968750 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60490.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60513.457031 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60513.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60535.296875 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60535.3 nChanged 3
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: -60543.593750 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60543.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60548.351562 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -60548.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60555.445312 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -60555.45 nChanged 4
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: -60565.507812 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -60565.51 nChanged 5
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: -60579.421875 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -60579.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60581.183594 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -60581.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60581.183594 Penalty: 3128.816650
	Iteration 14F: 3 clusters Score -60581.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -57386.207031 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -57386.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55805.281250 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -55805.28 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56229.132812 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -56229.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56519.328125 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -56519.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56713.429688 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -56713.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56885.664062 Penalty: 3127.912598
	Iteration 4F: 3 clusters Score -56885.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57012.527344 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -57012.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57099.707031 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -57099.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57166.222656 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -57166.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57184.738281 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -57184.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57188.078125 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -57188.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57188.078125 Penalty: 3127.912598
	Iteration 10F: 3 clusters Score -57188.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -99411.437500 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -99411.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97601.843750 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -97601.84 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97849.843750 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -97849.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97918.687500 Penalty: 3335.020996
	Iteration 2Q: 3 clusters Score -97918.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97966.539062 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -97966.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97986.359375 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -97986.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97995.492188 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -97995.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97998.750000 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -97998.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98003.531250 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -98003.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98007.054688 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -98007.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98011.953125 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -98011.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98019.351562 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -98019.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98025.601562 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -98025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98044.250000 Penalty: 3335.020996
	Iteration 12Q: 3 clusters Score -98044.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98054.218750 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -98054.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98057.890625 Penalty: 3335.020996
	Iteration 14Q: 3 clusters Score -98057.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98060.687500 Penalty: 3335.020996
	Iteration 15Q: 3 clusters Score -98060.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98063.414062 Penalty: 3335.020996
	Iteration 16Q: 3 clusters Score -98063.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98071.640625 Penalty: 3335.020996
	Iteration 17Q: 3 clusters Score -98071.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98075.914062 Penalty: 3335.020996
	Iteration 18Q: 3 clusters Score -98075.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98076.929688 Penalty: 3335.020996
	Iteration 19Q: 3 clusters Score -98076.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98076.929688 Penalty: 3335.020996
	Iteration 20F: 3 clusters Score -98076.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156460 members 
Mstep: Class 3 contains 36338 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 8 contains 11800 members 
Mstep: Class 9 contains 8500 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 158777 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 182978 members 
Mstep: Class 17 contains 10006 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 10721 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 73497 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105738592.000000 Penalty: 88087.070312
Iteration 119Q: 27 clusters Score -1.057386e+08 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156926 members 
Mstep: Class 3 contains 36584 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 11831 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 12881 members 
Mstep: Class 11 contains 10615 members 
Mstep: Class 12 contains 159014 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 182883 members 
Mstep: Class 17 contains 10045 members 
Mstep: Class 18 contains 7331 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 2230 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 73542 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 148566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739032.000000 Penalty: 88087.070312
Iteration 120F: 27 clusters Score -1.05739e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156278 members 
Mstep: Class 3 contains 36601 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 11928 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 12815 members 
Mstep: Class 11 contains 10737 members 
Mstep: Class 12 contains 158795 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 182326 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 73579 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 150232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105739392.000000 Penalty: 88087.070312
Iteration 121Q: 27 clusters Score -1.057394e+08 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 155798 members 
Mstep: Class 3 contains 36616 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 11576 members 
Mstep: Class 9 contains 8172 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 10855 members 
Mstep: Class 12 contains 158611 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 3242 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 181811 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 10732 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 73606 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 151536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740168.000000 Penalty: 88087.070312
Iteration 122Q: 27 clusters Score -1.057402e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 155382 members 
Mstep: Class 3 contains 36607 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 10951 members 
Mstep: Class 12 contains 158477 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 1348 members 
Mstep: Class 16 contains 181354 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 7335 members 
Mstep: Class 19 contains 10737 members 
Mstep: Class 20 contains 2218 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 73630 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 152681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740296.000000 Penalty: 88087.070312
Iteration 123Q: 27 clusters Score -1.057403e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 155022 members 
Mstep: Class 3 contains 36586 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12179 members 
Mstep: Class 8 contains 11429 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 12680 members 
Mstep: Class 11 contains 11050 members 
Mstep: Class 12 contains 158329 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 3099 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 180917 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 2220 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 73646 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 153703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105740344.000000 Penalty: 88087.070312
Iteration 124Q: 27 clusters Score -1.057403e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 154779 members 
Mstep: Class 3 contains 36528 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12256 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 8022 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 158194 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 180483 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 7351 members 
Mstep: Class 19 contains 10768 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 2170 members 
Mstep: Class 22 contains 73672 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 154587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741040.000000 Penalty: 88087.070312
Iteration 125Q: 27 clusters Score -1.05741e+08 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 154697 members 
Mstep: Class 3 contains 36471 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12336 members 
Mstep: Class 8 contains 11327 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 12603 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 158048 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 2942 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 179975 members 
Mstep: Class 17 contains 9624 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 10784 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 73699 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 155377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741384.000000 Penalty: 88087.070312
Iteration 126Q: 27 clusters Score -1.057414e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 154738 members 
Mstep: Class 3 contains 36381 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12411 members 
Mstep: Class 8 contains 11300 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 10 contains 12565 members 
Mstep: Class 11 contains 11338 members 
Mstep: Class 12 contains 157906 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 2870 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 179461 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 7357 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 73712 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105741968.000000 Penalty: 88087.070312
Iteration 127Q: 27 clusters Score -1.05742e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 154864 members 
Mstep: Class 3 contains 36317 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12502 members 
Mstep: Class 8 contains 11261 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 12526 members 
Mstep: Class 11 contains 11436 members 
Mstep: Class 12 contains 157751 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 178926 members 
Mstep: Class 17 contains 9583 members 
Mstep: Class 18 contains 7366 members 
Mstep: Class 19 contains 10790 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 73701 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3378.265381 but Gain 3387.960938
Score: -105742672.000000 Penalty: 84699.109375
Iteration 128Q: 26 clusters Score -1.057427e+08 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 156453 members 
Mstep: Class 3 contains 36389 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12578 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 12509 members 
Mstep: Class 11 contains 11516 members 
Mstep: Class 12 contains 157926 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 178788 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 7370 members 
Mstep: Class 19 contains 10801 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 73737 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 157598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105745728.000000 Penalty: 84699.109375
Iteration 129Q: 26 clusters Score -1.057457e+08 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 157039 members 
Mstep: Class 3 contains 36225 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 11295 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 157736 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 177930 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 10802 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 73707 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 158210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746200.000000 Penalty: 84699.109375
Iteration 130Q: 26 clusters Score -1.057462e+08 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 157619 members 
Mstep: Class 3 contains 36038 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12722 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 12444 members 
Mstep: Class 11 contains 11674 members 
Mstep: Class 12 contains 157568 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 177000 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 7387 members 
Mstep: Class 19 contains 10803 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 73707 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 158837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746192.000000 Penalty: 84699.109375
Iteration 131Q: 26 clusters Score -1.057462e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158310 members 
Mstep: Class 3 contains 35862 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 7749 members 
Mstep: Class 10 contains 12416 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 157408 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 175941 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 10795 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 73725 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 159431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746280.000000 Penalty: 84699.109375
Iteration 132Q: 26 clusters Score -1.057463e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159008 members 
Mstep: Class 3 contains 35661 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12850 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 12402 members 
Mstep: Class 11 contains 11854 members 
Mstep: Class 12 contains 157218 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 174918 members 
Mstep: Class 17 contains 9577 members 
Mstep: Class 18 contains 7395 members 
Mstep: Class 19 contains 10803 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 73739 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 159964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746544.000000 Penalty: 84699.109375
Iteration 133Q: 26 clusters Score -1.057465e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159622 members 
Mstep: Class 3 contains 35455 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 8 contains 11168 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 12394 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 157083 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 173969 members 
Mstep: Class 17 contains 9581 members 
Mstep: Class 18 contains 7398 members 
Mstep: Class 19 contains 10818 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 73745 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 160452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105746880.000000 Penalty: 84699.109375
Iteration 134Q: 26 clusters Score -1.057469e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160164 members 
Mstep: Class 3 contains 35258 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 12994 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 7675 members 
Mstep: Class 10 contains 12376 members 
Mstep: Class 11 contains 12073 members 
Mstep: Class 12 contains 157037 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 173076 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 10825 members 
Mstep: Class 20 contains 2236 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 73743 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 160874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747136.000000 Penalty: 84699.109375
Iteration 135Q: 26 clusters Score -1.057471e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160636 members 
Mstep: Class 3 contains 35096 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13076 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 7641 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 156958 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 172311 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 10825 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 73740 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 161229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105747552.000000 Penalty: 84699.109375
Iteration 136Q: 26 clusters Score -1.057476e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161074 members 
Mstep: Class 3 contains 35014 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13158 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 12374 members 
Mstep: Class 11 contains 12293 members 
Mstep: Class 12 contains 156908 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 171561 members 
Mstep: Class 17 contains 9638 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 73752 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 161471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748008.000000 Penalty: 84699.109375
Iteration 137Q: 26 clusters Score -1.05748e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161401 members 
Mstep: Class 3 contains 34974 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13238 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 12363 members 
Mstep: Class 11 contains 12412 members 
Mstep: Class 12 contains 156880 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 170865 members 
Mstep: Class 17 contains 9654 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 10841 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 73760 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 161732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748272.000000 Penalty: 84699.109375
Iteration 138Q: 26 clusters Score -1.057483e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161724 members 
Mstep: Class 3 contains 34956 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13308 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 12353 members 
Mstep: Class 11 contains 12510 members 
Mstep: Class 12 contains 156836 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170207 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 10864 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 73821 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 161916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105748752.000000 Penalty: 84699.109375
Iteration 139Q: 26 clusters Score -1.057488e+08 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161948 members 
Mstep: Class 3 contains 34977 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13354 members 
Mstep: Class 8 contains 11065 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 12346 members 
Mstep: Class 11 contains 12605 members 
Mstep: Class 12 contains 156817 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 169558 members 
Mstep: Class 17 contains 9672 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 10897 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 73880 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 162099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749192.000000 Penalty: 84699.109375
Iteration 140F: 26 clusters Score -1.057492e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162216 members 
Mstep: Class 3 contains 34972 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 12322 members 
Mstep: Class 11 contains 12697 members 
Mstep: Class 12 contains 156797 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 168953 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 73918 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 162256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749368.000000 Penalty: 84699.109375
Iteration 141Q: 26 clusters Score -1.057494e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162444 members 
Mstep: Class 3 contains 34986 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13489 members 
Mstep: Class 8 contains 11008 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 12313 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 156772 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 168453 members 
Mstep: Class 17 contains 9689 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 10922 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 73982 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 162358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749888.000000 Penalty: 84699.109375
Iteration 142Q: 26 clusters Score -1.057499e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162646 members 
Mstep: Class 3 contains 35029 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13521 members 
Mstep: Class 8 contains 10972 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 12856 members 
Mstep: Class 12 contains 156784 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 167981 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 74056 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 162416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105749960.000000 Penalty: 84699.109375
Iteration 143Q: 26 clusters Score -1.0575e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162737 members 
Mstep: Class 3 contains 35074 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 12932 members 
Mstep: Class 12 contains 156835 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 167603 members 
Mstep: Class 17 contains 9705 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 74155 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 162438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750168.000000 Penalty: 84699.109375
Iteration 144Q: 26 clusters Score -1.057502e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162792 members 
Mstep: Class 3 contains 35115 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 12241 members 
Mstep: Class 11 contains 13020 members 
Mstep: Class 12 contains 156887 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 167269 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 7423 members 
Mstep: Class 19 contains 10962 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 22 contains 74265 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 162422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105750904.000000 Penalty: 84699.109375
Iteration 145Q: 26 clusters Score -1.057509e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162830 members 
Mstep: Class 3 contains 35178 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13625 members 
Mstep: Class 8 contains 10850 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 13088 members 
Mstep: Class 12 contains 156902 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 167001 members 
Mstep: Class 17 contains 9719 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 10983 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 2127 members 
Mstep: Class 22 contains 74375 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 162395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751120.000000 Penalty: 84699.109375
Iteration 146Q: 26 clusters Score -1.057511e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162813 members 
Mstep: Class 3 contains 35220 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 10798 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 12213 members 
Mstep: Class 11 contains 13158 members 
Mstep: Class 12 contains 156952 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 166805 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 10999 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 74461 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 162358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751360.000000 Penalty: 84699.109375
Iteration 147Q: 26 clusters Score -1.057514e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162717 members 
Mstep: Class 3 contains 35305 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13689 members 
Mstep: Class 8 contains 10731 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 13223 members 
Mstep: Class 12 contains 156983 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 166707 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 22 contains 74555 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 162322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751320.000000 Penalty: 84699.109375
Iteration 148Q: 26 clusters Score -1.057513e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162624 members 
Mstep: Class 3 contains 35422 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13736 members 
Mstep: Class 8 contains 10675 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 13285 members 
Mstep: Class 12 contains 156962 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 166628 members 
Mstep: Class 17 contains 9721 members 
Mstep: Class 18 contains 7429 members 
Mstep: Class 19 contains 11032 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 74655 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 162246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751648.000000 Penalty: 84699.109375
Iteration 149Q: 26 clusters Score -1.057516e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 35523 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13769 members 
Mstep: Class 8 contains 10624 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 12177 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 156943 members 
Mstep: Class 13 contains 3395 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 166567 members 
Mstep: Class 17 contains 9719 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 11052 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 2112 members 
Mstep: Class 22 contains 74770 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 162167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105751984.000000 Penalty: 84699.109375
Iteration 150Q: 26 clusters Score -1.05752e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162460 members 
Mstep: Class 3 contains 35625 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 12171 members 
Mstep: Class 11 contains 13396 members 
Mstep: Class 12 contains 156876 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 166573 members 
Mstep: Class 17 contains 9716 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 11069 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 74870 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 162062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105752440.000000 Penalty: 84699.109375
Iteration 151Q: 26 clusters Score -1.057524e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162426 members 
Mstep: Class 3 contains 35732 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 10483 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 12164 members 
Mstep: Class 11 contains 13459 members 
Mstep: Class 12 contains 156750 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 166658 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2113 members 
Mstep: Class 22 contains 74966 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 161909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105753000.000000 Penalty: 84699.109375
Iteration 152Q: 26 clusters Score -1.05753e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162358 members 
Mstep: Class 3 contains 35864 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 12156 members 
Mstep: Class 11 contains 13512 members 
Mstep: Class 12 contains 156617 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 166829 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 18 contains 7454 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 75038 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 161718 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 153Q: 26 clusters Score -1.05753e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162301 members 
Mstep: Class 3 contains 36020 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13819 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 12127 members 
Mstep: Class 11 contains 13558 members 
Mstep: Class 12 contains 156508 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 167013 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 11121 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 75110 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 161479 members 
Entering Unmasked Estep 
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Iteration 154Q: 26 clusters Score -1.057532e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162243 members 
Mstep: Class 3 contains 36170 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13836 members 
Mstep: Class 8 contains 10344 members 
Mstep: Class 9 contains 7283 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 13588 members 
Mstep: Class 12 contains 156402 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 167214 members 
Mstep: Class 17 contains 9700 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 11134 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 75177 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 161221 members 
Entering Unmasked Estep 
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Iteration 155Q: 26 clusters Score -1.057535e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162170 members 
Mstep: Class 3 contains 36299 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 12096 members 
Mstep: Class 11 contains 13640 members 
Mstep: Class 12 contains 156335 members 
Mstep: Class 13 contains 3471 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 167419 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7491 members 
Mstep: Class 19 contains 11143 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 75237 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 160967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754112.000000 Penalty: 84699.109375
Iteration 156Q: 26 clusters Score -1.057541e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162059 members 
Mstep: Class 3 contains 36437 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13860 members 
Mstep: Class 8 contains 10235 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 156234 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 167643 members 
Mstep: Class 17 contains 9701 members 
Mstep: Class 18 contains 7511 members 
Mstep: Class 19 contains 11152 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 160736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754600.000000 Penalty: 84699.109375
Iteration 157Q: 26 clusters Score -1.057546e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161992 members 
Mstep: Class 3 contains 36554 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13888 members 
Mstep: Class 8 contains 10185 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 156158 members 
Mstep: Class 13 contains 3511 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 167911 members 
Mstep: Class 17 contains 9705 members 
Mstep: Class 18 contains 7522 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 75342 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 160461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105754920.000000 Penalty: 84699.109375
Iteration 158Q: 26 clusters Score -1.057549e+08 nChanged 2137
Entering ConstructFrom: 
Score: -105754920.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 340 members 
Entering Unmasked Estep 
Score: -68076.484375 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68076.48 nChanged 155
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: -68475.296875 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68475.3 nChanged 73
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: -68845.812500 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68845.81 nChanged 70
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: -69371.093750 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -69371.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69736.312500 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -69736.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69818.695312 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -69818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69846.750000 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -69846.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69846.750000 Penalty: 3218.645508
	Iteration 7F: 3 clusters Score -69846.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 161942 members 
Mstep: Class 3 contains 36689 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 13730 members 
Mstep: Class 12 contains 156018 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168178 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 75400 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 160193 members 
Entering Unmasked Estep 
Score: -105753608.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105754920.000000 to -105753608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (161942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161942 members 
Entering Unmasked Estep 
Score: -20478090.000000 Penalty: 2974.758301
	Iteration 0F: 2 clusters Score -2.047809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -20372188.000000 Penalty: 5949.516602
	Iteration 0F: 3 clusters Score -2.037219e+07 nChanged 77470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -20416578.000000 Penalty: 5949.516602
	Iteration 1F: 3 clusters Score -2.041658e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -20417566.000000 Penalty: 5949.516602
	Iteration 2Q: 3 clusters Score -2.041757e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -20418672.000000 Penalty: 5949.516602
	Iteration 3Q: 3 clusters Score -2.041867e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -20419826.000000 Penalty: 5949.516602
	Iteration 4Q: 3 clusters Score -2.041983e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -20421970.000000 Penalty: 5949.516602
	Iteration 5Q: 3 clusters Score -2.042197e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -20425606.000000 Penalty: 5949.516602
	Iteration 6Q: 3 clusters Score -2.042561e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
Score: -20432002.000000 Penalty: 5949.516602
	Iteration 7F: 3 clusters Score -2.0432e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
Score: -20442390.000000 Penalty: 5949.516602
	Iteration 8F: 3 clusters Score -2.044239e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 135605 members 
Entering Unmasked Estep 
Score: -20454872.000000 Penalty: 5949.516602
	Iteration 9F: 3 clusters Score -2.045487e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 146361 members 
Entering Unmasked Estep 
Score: -20465726.000000 Penalty: 5949.516602
	Iteration 10F: 3 clusters Score -2.046573e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 152733 members 
Entering Unmasked Estep 
Score: -20471552.000000 Penalty: 5949.516602
	Iteration 11Q: 3 clusters Score -2.047155e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -20474250.000000 Penalty: 5949.516602
	Iteration 12Q: 3 clusters Score -2.047425e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -20475512.000000 Penalty: 5949.516602
	Iteration 13Q: 3 clusters Score -2.047551e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -20476056.000000 Penalty: 5949.516602
	Iteration 14Q: 3 clusters Score -2.047606e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -20476204.000000 Penalty: 5949.516602
	Iteration 15Q: 3 clusters Score -2.04762e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -20476356.000000 Penalty: 5949.516602
	Iteration 16Q: 3 clusters Score -2.047636e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -20476410.000000 Penalty: 5949.516602
	Iteration 17Q: 3 clusters Score -2.047641e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -20476394.000000 Penalty: 5949.516602
	Iteration 18Q: 3 clusters Score -2.047639e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -20476376.000000 Penalty: 5949.516602
	Iteration 19Q: 3 clusters Score -2.047638e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -20476344.000000 Penalty: 5949.516602
	Iteration 20F: 3 clusters Score -2.047634e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -20476312.000000 Penalty: 5949.516602
	Iteration 21Q: 3 clusters Score -2.047631e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -20476362.000000 Penalty: 5949.516602
	Iteration 22Q: 3 clusters Score -2.047636e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -20476328.000000 Penalty: 5949.516602
	Iteration 23Q: 3 clusters Score -2.047633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -20476366.000000 Penalty: 5949.516602
	Iteration 24Q: 3 clusters Score -2.047637e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 159747 members 
Entering Unmasked Estep 
Score: -20476378.000000 Penalty: 5949.516602
	Iteration 25Q: 3 clusters Score -2.047638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 159775 members 
Entering Unmasked Estep 
Score: -20476394.000000 Penalty: 5949.516602
	Iteration 26Q: 3 clusters Score -2.047639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 159800 members 
Entering Unmasked Estep 
Score: -20476358.000000 Penalty: 5949.516602
	Iteration 27Q: 3 clusters Score -2.047636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 159827 members 
Entering Unmasked Estep 
Score: -20476346.000000 Penalty: 5949.516602
	Iteration 28Q: 3 clusters Score -2.047635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -20476324.000000 Penalty: 5949.516602
	Iteration 29Q: 3 clusters Score -2.047632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -20476350.000000 Penalty: 5949.516602
	Iteration 30Q: 3 clusters Score -2.047635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -20476356.000000 Penalty: 5949.516602
	Iteration 31Q: 3 clusters Score -2.047636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -20476344.000000 Penalty: 5949.516602
	Iteration 32Q: 3 clusters Score -2.047634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -20476356.000000 Penalty: 5949.516602
	Iteration 33Q: 3 clusters Score -2.047636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -20476338.000000 Penalty: 5949.516602
	Iteration 34Q: 3 clusters Score -2.047634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 159951 members 
Entering Unmasked Estep 
Score: -20476338.000000 Penalty: 5949.516602
	Iteration 35Q: 3 clusters Score -2.047634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -20476332.000000 Penalty: 5949.516602
	Iteration 36Q: 3 clusters Score -2.047633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 159975 members 
Entering Unmasked Estep 
Score: -20476344.000000 Penalty: 5949.516602
	Iteration 37Q: 3 clusters Score -2.047634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -20476332.000000 Penalty: 5949.516602
	Iteration 38Q: 3 clusters Score -2.047633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -20476324.000000 Penalty: 5949.516602
	Iteration 39Q: 3 clusters Score -2.047632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -20476316.000000 Penalty: 5949.516602
	Iteration 40F: 3 clusters Score -2.047632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -20476308.000000 Penalty: 5949.516602
	Iteration 41Q: 3 clusters Score -2.047631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -20476314.000000 Penalty: 5949.516602
	Iteration 42Q: 3 clusters Score -2.047631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -20476316.000000 Penalty: 5949.516602
	Iteration 43Q: 3 clusters Score -2.047632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -20476336.000000 Penalty: 5949.516602
	Iteration 44Q: 3 clusters Score -2.047634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 160023 members 
Entering Unmasked Estep 
Score: -20476326.000000 Penalty: 5949.516602
	Iteration 45Q: 3 clusters Score -2.047633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -20476336.000000 Penalty: 5949.516602
	Iteration 46Q: 3 clusters Score -2.047634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 160026 members 
Entering Unmasked Estep 
Score: -20476330.000000 Penalty: 5949.516602
	Iteration 47Q: 3 clusters Score -2.047633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -20476318.000000 Penalty: 5949.516602
	Iteration 48Q: 3 clusters Score -2.047632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -20476318.000000 Penalty: 5949.516602
	Iteration 49Q: 3 clusters Score -2.047632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 160030 members 
Entering Unmasked Estep 
Score: -20476314.000000 Penalty: 5949.516602
	Iteration 50Q: 3 clusters Score -2.047631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -20476316.000000 Penalty: 5949.516602
	Iteration 51Q: 3 clusters Score -2.047632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -20476318.000000 Penalty: 5949.516602
	Iteration 52Q: 3 clusters Score -2.047632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -20476316.000000 Penalty: 5949.516602
	Iteration 53Q: 3 clusters Score -2.047632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 160041 members 
Entering Unmasked Estep 
Score: -20476314.000000 Penalty: 5949.516602
	Iteration 54Q: 3 clusters Score -2.047631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 160042 members 
Entering Unmasked Estep 
Score: -20476314.000000 Penalty: 5949.516602
	Iteration 55Q: 3 clusters Score -2.047631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -20476306.000000 Penalty: 5949.516602
	Iteration 56Q: 3 clusters Score -2.047631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -20476320.000000 Penalty: 5949.516602
	Iteration 57Q: 3 clusters Score -2.047632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 160049 members 
Entering Unmasked Estep 
Score: -20476320.000000 Penalty: 5949.516602
	Iteration 58Q: 3 clusters Score -2.047632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -20476334.000000 Penalty: 5949.516602
	Iteration 59Q: 3 clusters Score -2.047633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 160050 members 
Entering Unmasked Estep 
Score: -20476334.000000 Penalty: 5949.516602
	Iteration 60F: 3 clusters Score -2.047633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -20476338.000000 Penalty: 5949.516602
	Iteration 61Q: 3 clusters Score -2.047634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -20476338.000000 Penalty: 5949.516602
	Iteration 62F: 3 clusters Score -2.047634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Entering Unmasked Estep 
Score: -4701404.500000 Penalty: 2606.537598
	Iteration 0F: 2 clusters Score -4701404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4676499.000000 Penalty: 5213.075195
	Iteration 0F: 3 clusters Score -4676499 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4685476.000000 Penalty: 5213.075195
	Iteration 1F: 3 clusters Score -4685476 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4685986.500000 Penalty: 5213.075195
	Iteration 2Q: 3 clusters Score -4685986 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4686443.500000 Penalty: 5213.075195
	Iteration 3Q: 3 clusters Score -4686444 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4686955.500000 Penalty: 5213.075195
	Iteration 4Q: 3 clusters Score -4686956 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4687655.500000 Penalty: 5213.075195
	Iteration 5Q: 3 clusters Score -4687656 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4688625.500000 Penalty: 5213.075195
	Iteration 6F: 3 clusters Score -4688626 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4690056.000000 Penalty: 5213.075195
	Iteration 7F: 3 clusters Score -4690056 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -4692005.000000 Penalty: 5213.075195
	Iteration 8F: 3 clusters Score -4692005 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4694297.500000 Penalty: 5213.075195
	Iteration 9F: 3 clusters Score -4694298 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4696395.500000 Penalty: 5213.075195
	Iteration 10F: 3 clusters Score -4696396 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4697715.500000 Penalty: 5213.075195
	Iteration 11Q: 3 clusters Score -4697716 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4698422.000000 Penalty: 5213.075195
	Iteration 12Q: 3 clusters Score -4698422 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4698761.500000 Penalty: 5213.075195
	Iteration 13Q: 3 clusters Score -4698762 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4698909.500000 Penalty: 5213.075195
	Iteration 14Q: 3 clusters Score -4698910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4698996.500000 Penalty: 5213.075195
	Iteration 15Q: 3 clusters Score -4698996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4699060.500000 Penalty: 5213.075195
	Iteration 16Q: 3 clusters Score -4699060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4699114.500000 Penalty: 5213.075195
	Iteration 17Q: 3 clusters Score -4699114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4699135.500000 Penalty: 5213.075195
	Iteration 18Q: 3 clusters Score -4699136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4699142.500000 Penalty: 5213.075195
	Iteration 19Q: 3 clusters Score -4699142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4699151.000000 Penalty: 5213.075195
	Iteration 20F: 3 clusters Score -4699151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4699160.000000 Penalty: 5213.075195
	Iteration 21Q: 3 clusters Score -4699160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4699172.000000 Penalty: 5213.075195
	Iteration 22Q: 3 clusters Score -4699172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4699179.000000 Penalty: 5213.075195
	Iteration 23Q: 3 clusters Score -4699179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4699190.500000 Penalty: 5213.075195
	Iteration 24Q: 3 clusters Score -4699190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4699189.000000 Penalty: 5213.075195
	Iteration 25Q: 3 clusters Score -4699189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4699191.500000 Penalty: 5213.075195
	Iteration 26Q: 3 clusters Score -4699192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4699191.500000 Penalty: 5213.075195
	Iteration 27F: 3 clusters Score -4699192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -31476.345703 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -31476.35 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 170 members 
Entering Unmasked Estep 
Score: -30352.703125 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -30352.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30633.437500 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -30633.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30954.613281 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -30954.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31084.710938 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -31084.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31178.060547 Penalty: 2880.838867
	Iteration 4F: 3 clusters Score -31178.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31469.703125 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -31469.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31704.287109 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -31704.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31813.455078 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -31813.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31844.636719 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -31844.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31901.289062 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -31901.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31936.351562 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -31936.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31971.509766 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -31971.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32014.369141 Penalty: 2880.838867
	Iteration 12F: 3 clusters Score -32014.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32213.845703 Penalty: 2880.838867
	Iteration 13Q: 3 clusters Score -32213.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32213.845703 Penalty: 2880.838867
	Iteration 14F: 3 clusters Score -32213.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161942 members 
Mstep: Class 3 contains 36689 members 
Mstep: Class 4 contains 82 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 13730 members 
Mstep: Class 12 contains 156018 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168178 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 75400 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 160193 members 
Entering Unmasked Estep 
Score: -105754032.000000 Penalty: 88087.070312
Splitting cluster 4 changes total score from -105754920.000000 to -105754032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17066.433594 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17066.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17135.267578 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17135.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17148.052734 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17148.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17170.347656 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17170.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17181.156250 Penalty: 2589.296631
	Iteration 4Q: 3 clusters Score -17181.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17190.171875 Penalty: 2589.296631
	Iteration 5Q: 3 clusters Score -17190.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17196.378906 Penalty: 2589.296631
	Iteration 6Q: 3 clusters Score -17196.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17196.378906 Penalty: 2589.296631
	Iteration 7F: 3 clusters Score -17196.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78030.960938 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78030.96 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78310.250000 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78310.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78456.531250 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78456.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78541.562500 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -78541.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78600.703125 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78600.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78662.304688 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78662.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78701.914062 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78701.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78738.484375 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78738.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78750.898438 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -78750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78757.750000 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -78757.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78759.265625 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -78759.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78765.414062 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -78765.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78770.132812 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -78770.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78771.085938 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -78771.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78771.687500 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -78771.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78771.687500 Penalty: 3261.237549
	Iteration 15F: 3 clusters Score -78771.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Entering Unmasked Estep 
Score: -1765662.625000 Penalty: 2366.188477
	Iteration 0F: 2 clusters Score -1765663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1755460.375000 Penalty: 4732.376953
	Iteration 0F: 3 clusters Score -1755460 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1758625.500000 Penalty: 4732.376953
	Iteration 1F: 3 clusters Score -1758626 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1758919.375000 Penalty: 4732.376953
	Iteration 2F: 3 clusters Score -1758919 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1759154.125000 Penalty: 4732.376953
	Iteration 3Q: 3 clusters Score -1759154 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1759322.750000 Penalty: 4732.376953
	Iteration 4Q: 3 clusters Score -1759323 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1759471.625000 Penalty: 4732.376953
	Iteration 5Q: 3 clusters Score -1759472 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1759591.125000 Penalty: 4732.376953
	Iteration 6Q: 3 clusters Score -1759591 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1759724.375000 Penalty: 4732.376953
	Iteration 7Q: 3 clusters Score -1759724 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1759868.750000 Penalty: 4732.376953
	Iteration 8Q: 3 clusters Score -1759869 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1760056.375000 Penalty: 4732.376953
	Iteration 9Q: 3 clusters Score -1760056 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1760266.875000 Penalty: 4732.376953
	Iteration 10Q: 3 clusters Score -1760267 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1760525.375000 Penalty: 4732.376953
	Iteration 11Q: 3 clusters Score -1760525 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1760850.375000 Penalty: 4732.376953
	Iteration 12Q: 3 clusters Score -1760850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1761248.250000 Penalty: 4732.376953
	Iteration 13Q: 3 clusters Score -1761248 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1761678.625000 Penalty: 4732.376953
	Iteration 14Q: 3 clusters Score -1761679 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1762151.750000 Penalty: 4732.376953
	Iteration 15Q: 3 clusters Score -1762152 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1762583.500000 Penalty: 4732.376953
	Iteration 16Q: 3 clusters Score -1762584 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1762899.250000 Penalty: 4732.376953
	Iteration 17Q: 3 clusters Score -1762899 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1763131.125000 Penalty: 4732.376953
	Iteration 18Q: 3 clusters Score -1763131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1763284.875000 Penalty: 4732.376953
	Iteration 19Q: 3 clusters Score -1763285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1763382.500000 Penalty: 4732.376953
	Iteration 20F: 3 clusters Score -1763382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1763458.750000 Penalty: 4732.376953
	Iteration 21Q: 3 clusters Score -1763459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1763501.500000 Penalty: 4732.376953
	Iteration 22Q: 3 clusters Score -1763502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1763525.000000 Penalty: 4732.376953
	Iteration 23Q: 3 clusters Score -1763525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1763536.000000 Penalty: 4732.376953
	Iteration 24Q: 3 clusters Score -1763536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1763552.750000 Penalty: 4732.376953
	Iteration 25Q: 3 clusters Score -1763553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1763566.500000 Penalty: 4732.376953
	Iteration 26Q: 3 clusters Score -1763566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1763581.625000 Penalty: 4732.376953
	Iteration 27Q: 3 clusters Score -1763582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1763592.500000 Penalty: 4732.376953
	Iteration 28Q: 3 clusters Score -1763592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1763597.750000 Penalty: 4732.376953
	Iteration 29Q: 3 clusters Score -1763598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1763599.500000 Penalty: 4732.376953
	Iteration 30Q: 3 clusters Score -1763600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1763603.375000 Penalty: 4732.376953
	Iteration 31Q: 3 clusters Score -1763603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1763603.375000 Penalty: 4732.376953
	Iteration 32F: 3 clusters Score -1763603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -1269538.125000 Penalty: 2287.465332
	Iteration 0F: 2 clusters Score -1269538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1261806.750000 Penalty: 4574.930664
	Iteration 0F: 3 clusters Score -1261807 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1264025.125000 Penalty: 4574.930664
	Iteration 1F: 3 clusters Score -1264025 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1264300.625000 Penalty: 4574.930664
	Iteration 2F: 3 clusters Score -1264301 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1264460.125000 Penalty: 4574.930664
	Iteration 3Q: 3 clusters Score -1264460 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1264575.250000 Penalty: 4574.930664
	Iteration 4Q: 3 clusters Score -1264575 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1264654.125000 Penalty: 4574.930664
	Iteration 5Q: 3 clusters Score -1264654 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1264725.375000 Penalty: 4574.930664
	Iteration 6Q: 3 clusters Score -1264725 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1264797.625000 Penalty: 4574.930664
	Iteration 7Q: 3 clusters Score -1264798 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1264867.625000 Penalty: 4574.930664
	Iteration 8Q: 3 clusters Score -1264868 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1264938.000000 Penalty: 4574.930664
	Iteration 9Q: 3 clusters Score -1264938 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1265026.125000 Penalty: 4574.930664
	Iteration 10Q: 3 clusters Score -1265026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1265112.625000 Penalty: 4574.930664
	Iteration 11Q: 3 clusters Score -1265113 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1265216.375000 Penalty: 4574.930664
	Iteration 12Q: 3 clusters Score -1265216 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1265340.625000 Penalty: 4574.930664
	Iteration 13Q: 3 clusters Score -1265341 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1265495.625000 Penalty: 4574.930664
	Iteration 14Q: 3 clusters Score -1265496 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1265692.500000 Penalty: 4574.930664
	Iteration 15Q: 3 clusters Score -1265692 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1265915.500000 Penalty: 4574.930664
	Iteration 16Q: 3 clusters Score -1265916 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1266200.375000 Penalty: 4574.930664
	Iteration 17Q: 3 clusters Score -1266200 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1266439.625000 Penalty: 4574.930664
	Iteration 18Q: 3 clusters Score -1266440 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1266663.875000 Penalty: 4574.930664
	Iteration 19Q: 3 clusters Score -1266664 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1266926.125000 Penalty: 4574.930664
	Iteration 20F: 3 clusters Score -1266926 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1267118.375000 Penalty: 4574.930664
	Iteration 21Q: 3 clusters Score -1267118 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1267282.375000 Penalty: 4574.930664
	Iteration 22Q: 3 clusters Score -1267282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1267428.500000 Penalty: 4574.930664
	Iteration 23Q: 3 clusters Score -1267428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1267529.750000 Penalty: 4574.930664
	Iteration 24Q: 3 clusters Score -1267530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1267598.250000 Penalty: 4574.930664
	Iteration 25Q: 3 clusters Score -1267598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1267641.375000 Penalty: 4574.930664
	Iteration 26Q: 3 clusters Score -1267641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1267670.750000 Penalty: 4574.930664
	Iteration 27Q: 3 clusters Score -1267671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1267694.625000 Penalty: 4574.930664
	Iteration 28Q: 3 clusters Score -1267695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1267707.250000 Penalty: 4574.930664
	Iteration 29Q: 3 clusters Score -1267707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1267712.875000 Penalty: 4574.930664
	Iteration 30Q: 3 clusters Score -1267713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1267719.250000 Penalty: 4574.930664
	Iteration 31Q: 3 clusters Score -1267719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1267725.125000 Penalty: 4574.930664
	Iteration 32Q: 3 clusters Score -1267725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1267727.250000 Penalty: 4574.930664
	Iteration 33Q: 3 clusters Score -1267727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1267728.750000 Penalty: 4574.930664
	Iteration 34Q: 3 clusters Score -1267729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1267727.875000 Penalty: 4574.930664
	Iteration 35Q: 3 clusters Score -1267728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1267729.875000 Penalty: 4574.930664
	Iteration 36Q: 3 clusters Score -1267730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1267729.125000 Penalty: 4574.930664
	Iteration 37Q: 3 clusters Score -1267729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1267729.875000 Penalty: 4574.930664
	Iteration 38Q: 3 clusters Score -1267730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1267729.875000 Penalty: 4574.930664
	Iteration 39F: 3 clusters Score -1267730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -905988.687500 Penalty: 2202.350830
	Iteration 0F: 2 clusters Score -905988.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -900034.812500 Penalty: 4404.701660
	Iteration 0F: 3 clusters Score -900034.8 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -901628.250000 Penalty: 4404.701660
	Iteration 1F: 3 clusters Score -901628.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -902011.375000 Penalty: 4404.701660
	Iteration 2F: 3 clusters Score -902011.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -902348.937500 Penalty: 4404.701660
	Iteration 3F: 3 clusters Score -902348.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -902652.500000 Penalty: 4404.701660
	Iteration 4F: 3 clusters Score -902652.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -902960.562500 Penalty: 4404.701660
	Iteration 5F: 3 clusters Score -902960.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -903240.500000 Penalty: 4404.701660
	Iteration 6F: 3 clusters Score -903240.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -903488.875000 Penalty: 4404.701660
	Iteration 7F: 3 clusters Score -903488.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -903670.937500 Penalty: 4404.701660
	Iteration 8Q: 3 clusters Score -903670.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -903825.687500 Penalty: 4404.701660
	Iteration 9Q: 3 clusters Score -903825.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -903997.062500 Penalty: 4404.701660
	Iteration 10Q: 3 clusters Score -903997.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -904162.062500 Penalty: 4404.701660
	Iteration 11Q: 3 clusters Score -904162.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -904295.375000 Penalty: 4404.701660
	Iteration 12Q: 3 clusters Score -904295.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -904398.812500 Penalty: 4404.701660
	Iteration 13Q: 3 clusters Score -904398.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -904475.062500 Penalty: 4404.701660
	Iteration 14Q: 3 clusters Score -904475.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -904521.562500 Penalty: 4404.701660
	Iteration 15Q: 3 clusters Score -904521.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -904548.625000 Penalty: 4404.701660
	Iteration 16Q: 3 clusters Score -904548.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -904560.375000 Penalty: 4404.701660
	Iteration 17Q: 3 clusters Score -904560.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -904569.125000 Penalty: 4404.701660
	Iteration 18Q: 3 clusters Score -904569.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -904573.812500 Penalty: 4404.701660
	Iteration 19Q: 3 clusters Score -904573.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -904576.562500 Penalty: 4404.701660
	Iteration 20F: 3 clusters Score -904576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -904581.375000 Penalty: 4404.701660
	Iteration 21Q: 3 clusters Score -904581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -904580.937500 Penalty: 4404.701660
	Iteration 22Q: 3 clusters Score -904580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -904582.437500 Penalty: 4404.701660
	Iteration 23Q: 3 clusters Score -904582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -904584.312500 Penalty: 4404.701660
	Iteration 24Q: 3 clusters Score -904584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -904586.062500 Penalty: 4404.701660
	Iteration 25Q: 3 clusters Score -904586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -904586.937500 Penalty: 4404.701660
	Iteration 26Q: 3 clusters Score -904586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -904588.375000 Penalty: 4404.701660
	Iteration 27Q: 3 clusters Score -904588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -904588.437500 Penalty: 4404.701660
	Iteration 28Q: 3 clusters Score -904588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -904590.500000 Penalty: 4404.701660
	Iteration 29Q: 3 clusters Score -904590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -904591.312500 Penalty: 4404.701660
	Iteration 30Q: 3 clusters Score -904591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -904588.875000 Penalty: 4404.701660
	Iteration 31Q: 3 clusters Score -904588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -904591.250000 Penalty: 4404.701660
	Iteration 32Q: 3 clusters Score -904591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -904590.812500 Penalty: 4404.701660
	Iteration 33Q: 3 clusters Score -904590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -904593.687500 Penalty: 4404.701660
	Iteration 34Q: 3 clusters Score -904593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -904592.562500 Penalty: 4404.701660
	Iteration 35Q: 3 clusters Score -904592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -904594.812500 Penalty: 4404.701660
	Iteration 36Q: 3 clusters Score -904594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -904601.687500 Penalty: 4404.701660
	Iteration 37Q: 3 clusters Score -904601.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -904603.125000 Penalty: 4404.701660
	Iteration 38Q: 3 clusters Score -904603.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -904603.875000 Penalty: 4404.701660
	Iteration 39Q: 3 clusters Score -904603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -904609.375000 Penalty: 4404.701660
	Iteration 40F: 3 clusters Score -904609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -904611.375000 Penalty: 4404.701660
	Iteration 41Q: 3 clusters Score -904611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -904612.187500 Penalty: 4404.701660
	Iteration 42Q: 3 clusters Score -904612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -904615.562500 Penalty: 4404.701660
	Iteration 43Q: 3 clusters Score -904615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -904616.312500 Penalty: 4404.701660
	Iteration 44Q: 3 clusters Score -904616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -904617.312500 Penalty: 4404.701660
	Iteration 45Q: 3 clusters Score -904617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -904617.750000 Penalty: 4404.701660
	Iteration 46Q: 3 clusters Score -904617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -904621.250000 Penalty: 4404.701660
	Iteration 47Q: 3 clusters Score -904621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -904621.250000 Penalty: 4404.701660
	Iteration 48Q: 3 clusters Score -904621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -904622.062500 Penalty: 4404.701660
	Iteration 49Q: 3 clusters Score -904622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -904623.687500 Penalty: 4404.701660
	Iteration 50Q: 3 clusters Score -904623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -904627.937500 Penalty: 4404.701660
	Iteration 51Q: 3 clusters Score -904627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -904628.125000 Penalty: 4404.701660
	Iteration 52Q: 3 clusters Score -904628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -904627.250000 Penalty: 4404.701660
	Iteration 53Q: 3 clusters Score -904627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -904628.687500 Penalty: 4404.701660
	Iteration 54Q: 3 clusters Score -904628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -904628.625000 Penalty: 4404.701660
	Iteration 55Q: 3 clusters Score -904628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -904631.062500 Penalty: 4404.701660
	Iteration 56Q: 3 clusters Score -904631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -904631.375000 Penalty: 4404.701660
	Iteration 57Q: 3 clusters Score -904631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -904633.500000 Penalty: 4404.701660
	Iteration 58Q: 3 clusters Score -904633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -904631.500000 Penalty: 4404.701660
	Iteration 59Q: 3 clusters Score -904631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -904631.500000 Penalty: 4404.701660
	Iteration 60F: 3 clusters Score -904631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Entering Unmasked Estep 
Score: -1540982.875000 Penalty: 2330.329102
	Iteration 0F: 2 clusters Score -1540983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1531988.625000 Penalty: 4660.658203
	Iteration 0F: 3 clusters Score -1531989 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1534800.625000 Penalty: 4660.658203
	Iteration 1F: 3 clusters Score -1534801 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1535081.875000 Penalty: 4660.658203
	Iteration 2F: 3 clusters Score -1535082 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1535286.500000 Penalty: 4660.658203
	Iteration 3Q: 3 clusters Score -1535286 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1535460.375000 Penalty: 4660.658203
	Iteration 4Q: 3 clusters Score -1535460 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1535596.625000 Penalty: 4660.658203
	Iteration 5Q: 3 clusters Score -1535597 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1535749.750000 Penalty: 4660.658203
	Iteration 6Q: 3 clusters Score -1535750 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1535897.375000 Penalty: 4660.658203
	Iteration 7Q: 3 clusters Score -1535897 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1536055.500000 Penalty: 4660.658203
	Iteration 8Q: 3 clusters Score -1536056 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1536210.750000 Penalty: 4660.658203
	Iteration 9Q: 3 clusters Score -1536211 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1536408.250000 Penalty: 4660.658203
	Iteration 10Q: 3 clusters Score -1536408 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1536661.000000 Penalty: 4660.658203
	Iteration 11Q: 3 clusters Score -1536661 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1536969.125000 Penalty: 4660.658203
	Iteration 12Q: 3 clusters Score -1536969 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1537340.500000 Penalty: 4660.658203
	Iteration 13Q: 3 clusters Score -1537340 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1537737.250000 Penalty: 4660.658203
	Iteration 14Q: 3 clusters Score -1537737 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1538074.000000 Penalty: 4660.658203
	Iteration 15Q: 3 clusters Score -1538074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1538340.250000 Penalty: 4660.658203
	Iteration 16Q: 3 clusters Score -1538340 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1538483.875000 Penalty: 4660.658203
	Iteration 17Q: 3 clusters Score -1538484 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1538571.625000 Penalty: 4660.658203
	Iteration 18Q: 3 clusters Score -1538572 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1538618.500000 Penalty: 4660.658203
	Iteration 19Q: 3 clusters Score -1538618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1538648.375000 Penalty: 4660.658203
	Iteration 20F: 3 clusters Score -1538648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1538684.500000 Penalty: 4660.658203
	Iteration 21Q: 3 clusters Score -1538684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1538709.625000 Penalty: 4660.658203
	Iteration 22Q: 3 clusters Score -1538710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1538736.375000 Penalty: 4660.658203
	Iteration 23Q: 3 clusters Score -1538736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1538759.125000 Penalty: 4660.658203
	Iteration 24Q: 3 clusters Score -1538759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1538781.500000 Penalty: 4660.658203
	Iteration 25Q: 3 clusters Score -1538782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1538807.125000 Penalty: 4660.658203
	Iteration 26Q: 3 clusters Score -1538807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1538821.625000 Penalty: 4660.658203
	Iteration 27Q: 3 clusters Score -1538822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1538837.625000 Penalty: 4660.658203
	Iteration 28Q: 3 clusters Score -1538838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1538849.750000 Penalty: 4660.658203
	Iteration 29Q: 3 clusters Score -1538850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1538861.000000 Penalty: 4660.658203
	Iteration 30Q: 3 clusters Score -1538861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1538866.875000 Penalty: 4660.658203
	Iteration 31Q: 3 clusters Score -1538867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1538869.625000 Penalty: 4660.658203
	Iteration 32Q: 3 clusters Score -1538870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1538873.750000 Penalty: 4660.658203
	Iteration 33Q: 3 clusters Score -1538874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1538882.500000 Penalty: 4660.658203
	Iteration 34Q: 3 clusters Score -1538882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1538886.125000 Penalty: 4660.658203
	Iteration 35Q: 3 clusters Score -1538886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1538888.500000 Penalty: 4660.658203
	Iteration 36Q: 3 clusters Score -1538888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1538891.750000 Penalty: 4660.658203
	Iteration 37Q: 3 clusters Score -1538892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1538898.125000 Penalty: 4660.658203
	Iteration 38Q: 3 clusters Score -1538898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1538906.625000 Penalty: 4660.658203
	Iteration 39Q: 3 clusters Score -1538907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1538907.750000 Penalty: 4660.658203
	Iteration 40F: 3 clusters Score -1538908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1538914.875000 Penalty: 4660.658203
	Iteration 41Q: 3 clusters Score -1538915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1538920.000000 Penalty: 4660.658203
	Iteration 42Q: 3 clusters Score -1538920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1538921.750000 Penalty: 4660.658203
	Iteration 43Q: 3 clusters Score -1538922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1538922.875000 Penalty: 4660.658203
	Iteration 44Q: 3 clusters Score -1538923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1538923.875000 Penalty: 4660.658203
	Iteration 45Q: 3 clusters Score -1538924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1538929.500000 Penalty: 4660.658203
	Iteration 46Q: 3 clusters Score -1538930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1538930.250000 Penalty: 4660.658203
	Iteration 47Q: 3 clusters Score -1538930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1538933.125000 Penalty: 4660.658203
	Iteration 48Q: 3 clusters Score -1538933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1538931.500000 Penalty: 4660.658203
	Iteration 49Q: 3 clusters Score -1538932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1538936.500000 Penalty: 4660.658203
	Iteration 50Q: 3 clusters Score -1538936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1538937.375000 Penalty: 4660.658203
	Iteration 51Q: 3 clusters Score -1538937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1538937.375000 Penalty: 4660.658203
	Iteration 52F: 3 clusters Score -1538937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Entering Unmasked Estep 
Score: -1731004.125000 Penalty: 2362.779785
	Iteration 0F: 2 clusters Score -1731004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1720933.375000 Penalty: 4725.559570
	Iteration 0F: 3 clusters Score -1720933 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1724069.750000 Penalty: 4725.559570
	Iteration 1F: 3 clusters Score -1724070 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1724430.375000 Penalty: 4725.559570
	Iteration 2F: 3 clusters Score -1724430 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1724859.500000 Penalty: 4725.559570
	Iteration 3F: 3 clusters Score -1724860 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1725356.250000 Penalty: 4725.559570
	Iteration 4Q: 3 clusters Score -1725356 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1725833.125000 Penalty: 4725.559570
	Iteration 5Q: 3 clusters Score -1725833 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1726248.500000 Penalty: 4725.559570
	Iteration 6Q: 3 clusters Score -1726248 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1726650.125000 Penalty: 4725.559570
	Iteration 7Q: 3 clusters Score -1726650 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1727040.750000 Penalty: 4725.559570
	Iteration 8Q: 3 clusters Score -1727041 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1727409.250000 Penalty: 4725.559570
	Iteration 9Q: 3 clusters Score -1727409 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1727750.125000 Penalty: 4725.559570
	Iteration 10Q: 3 clusters Score -1727750 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1728107.875000 Penalty: 4725.559570
	Iteration 11Q: 3 clusters Score -1728108 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1728418.375000 Penalty: 4725.559570
	Iteration 12Q: 3 clusters Score -1728418 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1728662 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1728874 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1729029.625000 Penalty: 4725.559570
	Iteration 15Q: 3 clusters Score -1729030 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1729117.375000 Penalty: 4725.559570
	Iteration 16Q: 3 clusters Score -1729117 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1729197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1729256.500000 Penalty: 4725.559570
	Iteration 18Q: 3 clusters Score -1729256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1729294.000000 Penalty: 4725.559570
	Iteration 19Q: 3 clusters Score -1729294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1729326.625000 Penalty: 4725.559570
	Iteration 20F: 3 clusters Score -1729327 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1729347.625000 Penalty: 4725.559570
	Iteration 21Q: 3 clusters Score -1729348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1729363.000000 Penalty: 4725.559570
	Iteration 22Q: 3 clusters Score -1729363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1729373.375000 Penalty: 4725.559570
	Iteration 23Q: 3 clusters Score -1729373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1729386.250000 Penalty: 4725.559570
	Iteration 24Q: 3 clusters Score -1729386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1729400.500000 Penalty: 4725.559570
	Iteration 25Q: 3 clusters Score -1729400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1729409.125000 Penalty: 4725.559570
	Iteration 26Q: 3 clusters Score -1729409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1729419.625000 Penalty: 4725.559570
	Iteration 27Q: 3 clusters Score -1729420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1729428.000000 Penalty: 4725.559570
	Iteration 28Q: 3 clusters Score -1729428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1729435.000000 Penalty: 4725.559570
	Iteration 29Q: 3 clusters Score -1729435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1729442.250000 Penalty: 4725.559570
	Iteration 30Q: 3 clusters Score -1729442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1729446.000000 Penalty: 4725.559570
	Iteration 31Q: 3 clusters Score -1729446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1729451.750000 Penalty: 4725.559570
	Iteration 32Q: 3 clusters Score -1729452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1729458.500000 Penalty: 4725.559570
	Iteration 33Q: 3 clusters Score -1729458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1729459.500000 Penalty: 4725.559570
	Iteration 34Q: 3 clusters Score -1729460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1729464.250000 Penalty: 4725.559570
	Iteration 35Q: 3 clusters Score -1729464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1729470.500000 Penalty: 4725.559570
	Iteration 36Q: 3 clusters Score -1729470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1729473.750000 Penalty: 4725.559570
	Iteration 37Q: 3 clusters Score -1729474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1729486.875000 Penalty: 4725.559570
	Iteration 38Q: 3 clusters Score -1729487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1729501.250000 Penalty: 4725.559570
	Iteration 39Q: 3 clusters Score -1729501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1729512.625000 Penalty: 4725.559570
	Iteration 40F: 3 clusters Score -1729513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1729521.750000 Penalty: 4725.559570
	Iteration 41Q: 3 clusters Score -1729522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1729530.125000 Penalty: 4725.559570
	Iteration 42Q: 3 clusters Score -1729530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1729541.000000 Penalty: 4725.559570
	Iteration 43Q: 3 clusters Score -1729541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1729550.250000 Penalty: 4725.559570
	Iteration 44Q: 3 clusters Score -1729550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1729558.500000 Penalty: 4725.559570
	Iteration 45Q: 3 clusters Score -1729558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1729567.625000 Penalty: 4725.559570
	Iteration 46Q: 3 clusters Score -1729568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1729570.500000 Penalty: 4725.559570
	Iteration 47Q: 3 clusters Score -1729570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1729580.875000 Penalty: 4725.559570
	Iteration 48Q: 3 clusters Score -1729581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1729583.375000 Penalty: 4725.559570
	Iteration 49Q: 3 clusters Score -1729583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1729588.125000 Penalty: 4725.559570
	Iteration 50Q: 3 clusters Score -1729588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1729591.375000 Penalty: 4725.559570
	Iteration 51Q: 3 clusters Score -1729591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1729601.125000 Penalty: 4725.559570
	Iteration 52Q: 3 clusters Score -1729601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1729608.125000 Penalty: 4725.559570
	Iteration 53Q: 3 clusters Score -1729608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1729613.250000 Penalty: 4725.559570
	Iteration 54Q: 3 clusters Score -1729613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1729619.500000 Penalty: 4725.559570
	Iteration 55Q: 3 clusters Score -1729620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1729628.750000 Penalty: 4725.559570
	Iteration 56Q: 3 clusters Score -1729629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1729633.500000 Penalty: 4725.559570
	Iteration 57Q: 3 clusters Score -1729634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1729634.125000 Penalty: 4725.559570
	Iteration 58Q: 3 clusters Score -1729634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1729634.625000 Penalty: 4725.559570
	Iteration 59Q: 3 clusters Score -1729635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1729632.250000 Penalty: 4725.559570
	Iteration 60F: 3 clusters Score -1729632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1729636.750000 Penalty: 4725.559570
	Iteration 61Q: 3 clusters Score -1729637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1729638.750000 Penalty: 4725.559570
	Iteration 62Q: 3 clusters Score -1729639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1729638.875000 Penalty: 4725.559570
	Iteration 63Q: 3 clusters Score -1729639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1729642.000000 Penalty: 4725.559570
	Iteration 64Q: 3 clusters Score -1729642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1729642.625000 Penalty: 4725.559570
	Iteration 65Q: 3 clusters Score -1729643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1729644.125000 Penalty: 4725.559570
	Iteration 66Q: 3 clusters Score -1729644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1729645.750000 Penalty: 4725.559570
	Iteration 67Q: 3 clusters Score -1729646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1729650.000000 Penalty: 4725.559570
	Iteration 68Q: 3 clusters Score -1729650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1729648.750000 Penalty: 4725.559570
	Iteration 69Q: 3 clusters Score -1729649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1729652.625000 Penalty: 4725.559570
	Iteration 70Q: 3 clusters Score -1729653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1729656.625000 Penalty: 4725.559570
	Iteration 71Q: 3 clusters Score -1729657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1729654.625000 Penalty: 4725.559570
	Iteration 72Q: 3 clusters Score -1729655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1729654.750000 Penalty: 4725.559570
	Iteration 73Q: 3 clusters Score -1729655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1729658.750000 Penalty: 4725.559570
	Iteration 74Q: 3 clusters Score -1729659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1729663.000000 Penalty: 4725.559570
	Iteration 75Q: 3 clusters Score -1729663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1729663.125000 Penalty: 4725.559570
	Iteration 76Q: 3 clusters Score -1729663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1729666.375000 Penalty: 4725.559570
	Iteration 77Q: 3 clusters Score -1729666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1729665.500000 Penalty: 4725.559570
	Iteration 78Q: 3 clusters Score -1729666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1729668.750000 Penalty: 4725.559570
	Iteration 79Q: 3 clusters Score -1729669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1729677.375000 Penalty: 4725.559570
	Iteration 80F: 3 clusters Score -1729677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1729680.500000 Penalty: 4725.559570
	Iteration 81Q: 3 clusters Score -1729680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1729687.250000 Penalty: 4725.559570
	Iteration 82Q: 3 clusters Score -1729687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1729689.250000 Penalty: 4725.559570
	Iteration 83Q: 3 clusters Score -1729689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1729692.125000 Penalty: 4725.559570
	Iteration 84Q: 3 clusters Score -1729692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1729692.625000 Penalty: 4725.559570
	Iteration 85Q: 3 clusters Score -1729693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1729694.500000 Penalty: 4725.559570
	Iteration 86Q: 3 clusters Score -1729694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1729695.875000 Penalty: 4725.559570
	Iteration 87Q: 3 clusters Score -1729696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1729698.125000 Penalty: 4725.559570
	Iteration 88Q: 3 clusters Score -1729698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1729700.000000 Penalty: 4725.559570
	Iteration 89Q: 3 clusters Score -1729700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1729701.625000 Penalty: 4725.559570
	Iteration 90Q: 3 clusters Score -1729702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1729702.625000 Penalty: 4725.559570
	Iteration 91Q: 3 clusters Score -1729703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1729703.375000 Penalty: 4725.559570
	Iteration 92Q: 3 clusters Score -1729703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1729708.250000 Penalty: 4725.559570
	Iteration 93Q: 3 clusters Score -1729708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1729709.125000 Penalty: 4725.559570
	Iteration 94Q: 3 clusters Score -1729709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1729710.875000 Penalty: 4725.559570
	Iteration 95Q: 3 clusters Score -1729711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1729716.125000 Penalty: 4725.559570
	Iteration 96Q: 3 clusters Score -1729716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1729715.375000 Penalty: 4725.559570
	Iteration 97Q: 3 clusters Score -1729715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1729714.500000 Penalty: 4725.559570
	Iteration 98Q: 3 clusters Score -1729714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1729713.500000 Penalty: 4725.559570
	Iteration 99Q: 3 clusters Score -1729714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1729714.000000 Penalty: 4725.559570
	Iteration 100F: 3 clusters Score -1729714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1729716.625000 Penalty: 4725.559570
	Iteration 101Q: 3 clusters Score -1729717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1729718.875000 Penalty: 4725.559570
	Iteration 102Q: 3 clusters Score -1729719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1729722.250000 Penalty: 4725.559570
	Iteration 103Q: 3 clusters Score -1729722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1729721.125000 Penalty: 4725.559570
	Iteration 104Q: 3 clusters Score -1729721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1729717.250000 Penalty: 4725.559570
	Iteration 105Q: 3 clusters Score -1729717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1729717.750000 Penalty: 4725.559570
	Iteration 106Q: 3 clusters Score -1729718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1729724.000000 Penalty: 4725.559570
	Iteration 107Q: 3 clusters Score -1729724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1729719.750000 Penalty: 4725.559570
	Iteration 108Q: 3 clusters Score -1729720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1729720.625000 Penalty: 4725.559570
	Iteration 109Q: 3 clusters Score -1729721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1729721.500000 Penalty: 4725.559570
	Iteration 110Q: 3 clusters Score -1729722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1729724.625000 Penalty: 4725.559570
	Iteration 111Q: 3 clusters Score -1729725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1729725.000000 Penalty: 4725.559570
	Iteration 112Q: 3 clusters Score -1729725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1729725.750000 Penalty: 4725.559570
	Iteration 113Q: 3 clusters Score -1729726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1729730.250000 Penalty: 4725.559570
	Iteration 114Q: 3 clusters Score -1729730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1729732.000000 Penalty: 4725.559570
	Iteration 115Q: 3 clusters Score -1729732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1729738.125000 Penalty: 4725.559570
	Iteration 116Q: 3 clusters Score -1729738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1729734.625000 Penalty: 4725.559570
	Iteration 117Q: 3 clusters Score -1729735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1729736.750000 Penalty: 4725.559570
	Iteration 118Q: 3 clusters Score -1729737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1729736.375000 Penalty: 4725.559570
	Iteration 119Q: 3 clusters Score -1729736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1729736.750000 Penalty: 4725.559570
	Iteration 120F: 3 clusters Score -1729737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1729736.875000 Penalty: 4725.559570
	Iteration 121Q: 3 clusters Score -1729737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1729734.875000 Penalty: 4725.559570
	Iteration 122Q: 3 clusters Score -1729735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1729738.750000 Penalty: 4725.559570
	Iteration 123Q: 3 clusters Score -1729739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1729739.125000 Penalty: 4725.559570
	Iteration 124Q: 3 clusters Score -1729739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1729736.875000 Penalty: 4725.559570
	Iteration 125Q: 3 clusters Score -1729737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1729737.125000 Penalty: 4725.559570
	Iteration 126Q: 3 clusters Score -1729737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1729739.875000 Penalty: 4725.559570
	Iteration 127Q: 3 clusters Score -1729740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1729746.000000 Penalty: 4725.559570
	Iteration 128Q: 3 clusters Score -1729746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1729744.000000 Penalty: 4725.559570
	Iteration 129Q: 3 clusters Score -1729744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1729744.250000 Penalty: 4725.559570
	Iteration 130Q: 3 clusters Score -1729744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1729744.500000 Penalty: 4725.559570
	Iteration 131Q: 3 clusters Score -1729744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1729744.500000 Penalty: 4725.559570
	Iteration 132F: 3 clusters Score -1729744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (156018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Entering Unmasked Estep 
Score: -19637274.000000 Penalty: 2965.516113
	Iteration 0F: 2 clusters Score -1.963727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -19534724.000000 Penalty: 5931.032227
	Iteration 0F: 3 clusters Score -1.953472e+07 nChanged 74864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -19577318.000000 Penalty: 5931.032227
	Iteration 1F: 3 clusters Score -1.957732e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -19578174.000000 Penalty: 5931.032227
	Iteration 2Q: 3 clusters Score -1.957817e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -19578976.000000 Penalty: 5931.032227
	Iteration 3Q: 3 clusters Score -1.957898e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -19580156.000000 Penalty: 5931.032227
	Iteration 4Q: 3 clusters Score -1.958016e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -19581852.000000 Penalty: 5931.032227
	Iteration 5Q: 3 clusters Score -1.958185e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -19584778.000000 Penalty: 5931.032227
	Iteration 6Q: 3 clusters Score -1.958478e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -19589322.000000 Penalty: 5931.032227
	Iteration 7F: 3 clusters Score -1.958932e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -19596720.000000 Penalty: 5931.032227
	Iteration 8F: 3 clusters Score -1.959672e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -19607076.000000 Penalty: 5931.032227
	Iteration 9F: 3 clusters Score -1.960708e+07 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 138254 members 
Entering Unmasked Estep 
Score: -19618876.000000 Penalty: 5931.032227
	Iteration 10F: 3 clusters Score -1.961888e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -19628460.000000 Penalty: 5931.032227
	Iteration 11F: 3 clusters Score -1.962846e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -19632738.000000 Penalty: 5931.032227
	Iteration 12Q: 3 clusters Score -1.963274e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -19634106.000000 Penalty: 5931.032227
	Iteration 13Q: 3 clusters Score -1.963411e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 155562 members 
Entering Unmasked Estep 
Score: -19634486.000000 Penalty: 5931.032227
	Iteration 14Q: 3 clusters Score -1.963449e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -19634566.000000 Penalty: 5931.032227
	Iteration 15Q: 3 clusters Score -1.963457e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -19634640.000000 Penalty: 5931.032227
	Iteration 16Q: 3 clusters Score -1.963464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155739 members 
Entering Unmasked Estep 
Score: -19634704.000000 Penalty: 5931.032227
	Iteration 17Q: 3 clusters Score -1.96347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -19634718.000000 Penalty: 5931.032227
	Iteration 18Q: 3 clusters Score -1.963472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -19634724.000000 Penalty: 5931.032227
	Iteration 19Q: 3 clusters Score -1.963472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -19634744.000000 Penalty: 5931.032227
	Iteration 20F: 3 clusters Score -1.963474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -19634746.000000 Penalty: 5931.032227
	Iteration 21Q: 3 clusters Score -1.963475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155755 members 
Entering Unmasked Estep 
Score: -19634778.000000 Penalty: 5931.032227
	Iteration 22Q: 3 clusters Score -1.963478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -19634770.000000 Penalty: 5931.032227
	Iteration 23Q: 3 clusters Score -1.963477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -19634764.000000 Penalty: 5931.032227
	Iteration 24Q: 3 clusters Score -1.963476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -19634758.000000 Penalty: 5931.032227
	Iteration 25Q: 3 clusters Score -1.963476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -19634758.000000 Penalty: 5931.032227
	Iteration 26F: 3 clusters Score -1.963476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -448362.843750 Penalty: 2025.010132
	Iteration 0F: 2 clusters Score -448362.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -444767.156250 Penalty: 4050.020264
	Iteration 0F: 3 clusters Score -444767.2 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -445580.156250 Penalty: 4050.020264
	Iteration 1F: 3 clusters Score -445580.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -445766.375000 Penalty: 4050.020264
	Iteration 2F: 3 clusters Score -445766.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -445850.000000 Penalty: 4050.020264
	Iteration 3Q: 3 clusters Score -445850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -445896.218750 Penalty: 4050.020264
	Iteration 4Q: 3 clusters Score -445896.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -445918.531250 Penalty: 4050.020264
	Iteration 5Q: 3 clusters Score -445918.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -445935.718750 Penalty: 4050.020264
	Iteration 6Q: 3 clusters Score -445935.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -445945.718750 Penalty: 4050.020264
	Iteration 7Q: 3 clusters Score -445945.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -445953.312500 Penalty: 4050.020264
	Iteration 8Q: 3 clusters Score -445953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -445962.875000 Penalty: 4050.020264
	Iteration 9Q: 3 clusters Score -445962.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -445970.156250 Penalty: 4050.020264
	Iteration 10Q: 3 clusters Score -445970.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -445979.281250 Penalty: 4050.020264
	Iteration 11Q: 3 clusters Score -445979.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -445988.250000 Penalty: 4050.020264
	Iteration 12Q: 3 clusters Score -445988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -445995.968750 Penalty: 4050.020264
	Iteration 13Q: 3 clusters Score -445996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -446003.187500 Penalty: 4050.020264
	Iteration 14Q: 3 clusters Score -446003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -446012.781250 Penalty: 4050.020264
	Iteration 15Q: 3 clusters Score -446012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -446016.937500 Penalty: 4050.020264
	Iteration 16Q: 3 clusters Score -446016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -446018.593750 Penalty: 4050.020264
	Iteration 17Q: 3 clusters Score -446018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -446021.250000 Penalty: 4050.020264
	Iteration 18Q: 3 clusters Score -446021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -446024.406250 Penalty: 4050.020264
	Iteration 19Q: 3 clusters Score -446024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -446027.406250 Penalty: 4050.020264
	Iteration 20F: 3 clusters Score -446027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -446029.906250 Penalty: 4050.020264
	Iteration 21Q: 3 clusters Score -446029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -446031.312500 Penalty: 4050.020264
	Iteration 22Q: 3 clusters Score -446031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -446031.750000 Penalty: 4050.020264
	Iteration 23Q: 3 clusters Score -446031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -446033.593750 Penalty: 4050.020264
	Iteration 24Q: 3 clusters Score -446033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -446034.531250 Penalty: 4050.020264
	Iteration 25Q: 3 clusters Score -446034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446034.437500 Penalty: 4050.020264
	Iteration 26Q: 3 clusters Score -446034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446034.437500 Penalty: 4050.020264
	Iteration 27F: 3 clusters Score -446034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -161304.703125 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -161304.7 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 711 members 
Entering Unmasked Estep 
Score: -159150.984375 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -159151 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -159530.500000 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -159530.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159620.734375 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -159620.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159670.187500 Penalty: 3578.759033
	Iteration 3Q: 3 clusters Score -159670.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159711.546875 Penalty: 3578.759033
	Iteration 4Q: 3 clusters Score -159711.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -159735.453125 Penalty: 3578.759033
	Iteration 5Q: 3 clusters Score -159735.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159758.218750 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -159758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -159786.890625 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -159786.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159826.484375 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -159826.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159880.015625 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -159880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -159977.218750 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -159977.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160125.171875 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -160125.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -160371.625000 Penalty: 3578.759033
	Iteration 12F: 3 clusters Score -160371.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -160659.265625 Penalty: 3578.759033
	Iteration 13F: 3 clusters Score -160659.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -160818.843750 Penalty: 3578.759033
	Iteration 14F: 3 clusters Score -160818.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -160874.484375 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -160874.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -160925.031250 Penalty: 3578.759033
	Iteration 16Q: 3 clusters Score -160925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160964.375000 Penalty: 3578.759033
	Iteration 17Q: 3 clusters Score -160964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -160980.046875 Penalty: 3578.759033
	Iteration 18Q: 3 clusters Score -160980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -160987.109375 Penalty: 3578.759033
	Iteration 19Q: 3 clusters Score -160987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -160987.109375 Penalty: 3578.759033
	Iteration 20F: 3 clusters Score -160987.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Entering Unmasked Estep 
Score: -21066530.000000 Penalty: 2984.128906
	Iteration 0F: 2 clusters Score -2.106653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -20955052.000000 Penalty: 5968.257812
	Iteration 0F: 3 clusters Score -2.095505e+07 nChanged 80613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -21001700.000000 Penalty: 5968.257812
	Iteration 1F: 3 clusters Score -2.10017e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -21002460.000000 Penalty: 5968.257812
	Iteration 2Q: 3 clusters Score -2.100246e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -21003614.000000 Penalty: 5968.257812
	Iteration 3Q: 3 clusters Score -2.100361e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -21005288.000000 Penalty: 5968.257812
	Iteration 4Q: 3 clusters Score -2.100529e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -21007512.000000 Penalty: 5968.257812
	Iteration 5Q: 3 clusters Score -2.100751e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -21011596.000000 Penalty: 5968.257812
	Iteration 6Q: 3 clusters Score -2.10116e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -21018224.000000 Penalty: 5968.257812
	Iteration 7F: 3 clusters Score -2.101822e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -21028340.000000 Penalty: 5968.257812
	Iteration 8F: 3 clusters Score -2.102834e+07 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121707 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -21041690.000000 Penalty: 5968.257812
	Iteration 9F: 3 clusters Score -2.104169e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -21054304.000000 Penalty: 5968.257812
	Iteration 10F: 3 clusters Score -2.10543e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127991 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -21060378.000000 Penalty: 5968.257812
	Iteration 11Q: 3 clusters Score -2.106038e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -21062614.000000 Penalty: 5968.257812
	Iteration 12Q: 3 clusters Score -2.106261e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -21063530.000000 Penalty: 5968.257812
	Iteration 13Q: 3 clusters Score -2.106353e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -21064174.000000 Penalty: 5968.257812
	Iteration 14Q: 3 clusters Score -2.106417e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131107 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -21064502.000000 Penalty: 5968.257812
	Iteration 15Q: 3 clusters Score -2.10645e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -21064590.000000 Penalty: 5968.257812
	Iteration 16Q: 3 clusters Score -2.106459e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -21064672.000000 Penalty: 5968.257812
	Iteration 17Q: 3 clusters Score -2.106467e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132474 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -21064760.000000 Penalty: 5968.257812
	Iteration 18Q: 3 clusters Score -2.106476e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132910 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -21064840.000000 Penalty: 5968.257812
	Iteration 19Q: 3 clusters Score -2.106484e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -21064912.000000 Penalty: 5968.257812
	Iteration 20F: 3 clusters Score -2.106491e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133672 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -21064992.000000 Penalty: 5968.257812
	Iteration 21Q: 3 clusters Score -2.106499e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133988 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -21065030.000000 Penalty: 5968.257812
	Iteration 22Q: 3 clusters Score -2.106503e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -21065072.000000 Penalty: 5968.257812
	Iteration 23Q: 3 clusters Score -2.106507e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134528 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -21065040.000000 Penalty: 5968.257812
	Iteration 24Q: 3 clusters Score -2.106504e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134761 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -21065102.000000 Penalty: 5968.257812
	Iteration 25Q: 3 clusters Score -2.10651e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134970 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -21065076.000000 Penalty: 5968.257812
	Iteration 26Q: 3 clusters Score -2.106508e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135189 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -21065080.000000 Penalty: 5968.257812
	Iteration 27Q: 3 clusters Score -2.106508e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -21065070.000000 Penalty: 5968.257812
	Iteration 28Q: 3 clusters Score -2.106507e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -21065056.000000 Penalty: 5968.257812
	Iteration 29Q: 3 clusters Score -2.106506e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -21065038.000000 Penalty: 5968.257812
	Iteration 30Q: 3 clusters Score -2.106504e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -21065086.000000 Penalty: 5968.257812
	Iteration 31Q: 3 clusters Score -2.106509e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -21065134.000000 Penalty: 5968.257812
	Iteration 32Q: 3 clusters Score -2.106513e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -21065098.000000 Penalty: 5968.257812
	Iteration 33Q: 3 clusters Score -2.10651e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -21065170.000000 Penalty: 5968.257812
	Iteration 34Q: 3 clusters Score -2.106517e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -21065154.000000 Penalty: 5968.257812
	Iteration 35Q: 3 clusters Score -2.106515e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137002 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -21065162.000000 Penalty: 5968.257812
	Iteration 36Q: 3 clusters Score -2.106516e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -21065170.000000 Penalty: 5968.257812
	Iteration 37Q: 3 clusters Score -2.106517e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -21065162.000000 Penalty: 5968.257812
	Iteration 38Q: 3 clusters Score -2.106516e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137468 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -21065170.000000 Penalty: 5968.257812
	Iteration 39Q: 3 clusters Score -2.106517e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137613 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -21065192.000000 Penalty: 5968.257812
	Iteration 40F: 3 clusters Score -2.106519e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137762 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -21065182.000000 Penalty: 5968.257812
	Iteration 41Q: 3 clusters Score -2.106518e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137901 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -21065172.000000 Penalty: 5968.257812
	Iteration 42Q: 3 clusters Score -2.106517e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138063 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -21065206.000000 Penalty: 5968.257812
	Iteration 43Q: 3 clusters Score -2.106521e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138223 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -21065204.000000 Penalty: 5968.257812
	Iteration 44Q: 3 clusters Score -2.10652e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -21065216.000000 Penalty: 5968.257812
	Iteration 45Q: 3 clusters Score -2.106522e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -21065232.000000 Penalty: 5968.257812
	Iteration 46Q: 3 clusters Score -2.106523e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138760 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -21065244.000000 Penalty: 5968.257812
	Iteration 47Q: 3 clusters Score -2.106524e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138925 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -21065254.000000 Penalty: 5968.257812
	Iteration 48Q: 3 clusters Score -2.106525e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139084 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -21065286.000000 Penalty: 5968.257812
	Iteration 49Q: 3 clusters Score -2.106529e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -21065284.000000 Penalty: 5968.257812
	Iteration 50Q: 3 clusters Score -2.106528e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -21065298.000000 Penalty: 5968.257812
	Iteration 51Q: 3 clusters Score -2.10653e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139592 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -21065320.000000 Penalty: 5968.257812
	Iteration 52Q: 3 clusters Score -2.106532e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139756 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -21065332.000000 Penalty: 5968.257812
	Iteration 53Q: 3 clusters Score -2.106533e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139927 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -21065284.000000 Penalty: 5968.257812
	Iteration 54Q: 3 clusters Score -2.106528e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140062 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -21065308.000000 Penalty: 5968.257812
	Iteration 55Q: 3 clusters Score -2.106531e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -21065326.000000 Penalty: 5968.257812
	Iteration 56Q: 3 clusters Score -2.106533e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -21065320.000000 Penalty: 5968.257812
	Iteration 57Q: 3 clusters Score -2.106532e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140466 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -21065338.000000 Penalty: 5968.257812
	Iteration 58Q: 3 clusters Score -2.106534e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -21065344.000000 Penalty: 5968.257812
	Iteration 59Q: 3 clusters Score -2.106534e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140744 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -21065368.000000 Penalty: 5968.257812
	Iteration 60F: 3 clusters Score -2.106537e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -21065392.000000 Penalty: 5968.257812
	Iteration 61Q: 3 clusters Score -2.106539e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141011 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -21065420.000000 Penalty: 5968.257812
	Iteration 62Q: 3 clusters Score -2.106542e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -21065402.000000 Penalty: 5968.257812
	Iteration 63Q: 3 clusters Score -2.10654e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141259 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -21065394.000000 Penalty: 5968.257812
	Iteration 64Q: 3 clusters Score -2.106539e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -21065402.000000 Penalty: 5968.257812
	Iteration 65Q: 3 clusters Score -2.10654e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141464 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -21065412.000000 Penalty: 5968.257812
	Iteration 66Q: 3 clusters Score -2.106541e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -21065438.000000 Penalty: 5968.257812
	Iteration 67Q: 3 clusters Score -2.106544e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -21065432.000000 Penalty: 5968.257812
	Iteration 68Q: 3 clusters Score -2.106543e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141834 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -21065458.000000 Penalty: 5968.257812
	Iteration 69Q: 3 clusters Score -2.106546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141951 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -21065462.000000 Penalty: 5968.257812
	Iteration 70Q: 3 clusters Score -2.106546e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -21065438.000000 Penalty: 5968.257812
	Iteration 71Q: 3 clusters Score -2.106544e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -21065480.000000 Penalty: 5968.257812
	Iteration 72Q: 3 clusters Score -2.106548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142277 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -21065486.000000 Penalty: 5968.257812
	Iteration 73Q: 3 clusters Score -2.106549e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -21065488.000000 Penalty: 5968.257812
	Iteration 74Q: 3 clusters Score -2.106549e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -21065540.000000 Penalty: 5968.257812
	Iteration 75Q: 3 clusters Score -2.106554e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -21065534.000000 Penalty: 5968.257812
	Iteration 76Q: 3 clusters Score -2.106553e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -21065540.000000 Penalty: 5968.257812
	Iteration 77Q: 3 clusters Score -2.106554e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142668 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -21065552.000000 Penalty: 5968.257812
	Iteration 78Q: 3 clusters Score -2.106555e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142735 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -21065558.000000 Penalty: 5968.257812
	Iteration 79Q: 3 clusters Score -2.106556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -21065562.000000 Penalty: 5968.257812
	Iteration 80F: 3 clusters Score -2.106556e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -21065552.000000 Penalty: 5968.257812
	Iteration 81Q: 3 clusters Score -2.106555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142910 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -21065576.000000 Penalty: 5968.257812
	Iteration 82Q: 3 clusters Score -2.106558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -21065604.000000 Penalty: 5968.257812
	Iteration 83Q: 3 clusters Score -2.10656e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -21065600.000000 Penalty: 5968.257812
	Iteration 84Q: 3 clusters Score -2.10656e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -21065588.000000 Penalty: 5968.257812
	Iteration 85Q: 3 clusters Score -2.106559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -21065578.000000 Penalty: 5968.257812
	Iteration 86Q: 3 clusters Score -2.106558e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -21065606.000000 Penalty: 5968.257812
	Iteration 87Q: 3 clusters Score -2.106561e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143400 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -21065584.000000 Penalty: 5968.257812
	Iteration 88Q: 3 clusters Score -2.106558e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143472 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -21065564.000000 Penalty: 5968.257812
	Iteration 89Q: 3 clusters Score -2.106556e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -21065540.000000 Penalty: 5968.257812
	Iteration 90Q: 3 clusters Score -2.106554e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143604 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -21065548.000000 Penalty: 5968.257812
	Iteration 91Q: 3 clusters Score -2.106555e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -21065502.000000 Penalty: 5968.257812
	Iteration 92Q: 3 clusters Score -2.10655e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143715 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -21065530.000000 Penalty: 5968.257812
	Iteration 93Q: 3 clusters Score -2.106553e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143783 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -21065524.000000 Penalty: 5968.257812
	Iteration 94Q: 3 clusters Score -2.106552e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -21065498.000000 Penalty: 5968.257812
	Iteration 95Q: 3 clusters Score -2.10655e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -21065506.000000 Penalty: 5968.257812
	Iteration 96Q: 3 clusters Score -2.106551e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -21065508.000000 Penalty: 5968.257812
	Iteration 97Q: 3 clusters Score -2.106551e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -21065504.000000 Penalty: 5968.257812
	Iteration 98Q: 3 clusters Score -2.10655e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144142 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -21065518.000000 Penalty: 5968.257812
	Iteration 99Q: 3 clusters Score -2.106552e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -21065482.000000 Penalty: 5968.257812
	Iteration 100F: 3 clusters Score -2.106548e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -21065502.000000 Penalty: 5968.257812
	Iteration 101Q: 3 clusters Score -2.10655e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144413 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -21065536.000000 Penalty: 5968.257812
	Iteration 102Q: 3 clusters Score -2.106554e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144504 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -21065506.000000 Penalty: 5968.257812
	Iteration 103Q: 3 clusters Score -2.106551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144599 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -21065550.000000 Penalty: 5968.257812
	Iteration 104Q: 3 clusters Score -2.106555e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144683 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -21065542.000000 Penalty: 5968.257812
	Iteration 105Q: 3 clusters Score -2.106554e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -21065522.000000 Penalty: 5968.257812
	Iteration 106Q: 3 clusters Score -2.106552e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -21065500.000000 Penalty: 5968.257812
	Iteration 107Q: 3 clusters Score -2.10655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -21065526.000000 Penalty: 5968.257812
	Iteration 108Q: 3 clusters Score -2.106553e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145014 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -21065550.000000 Penalty: 5968.257812
	Iteration 109Q: 3 clusters Score -2.106555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -21065528.000000 Penalty: 5968.257812
	Iteration 110Q: 3 clusters Score -2.106553e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -21065552.000000 Penalty: 5968.257812
	Iteration 111Q: 3 clusters Score -2.106555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145223 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -21065538.000000 Penalty: 5968.257812
	Iteration 112Q: 3 clusters Score -2.106554e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145277 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -21065514.000000 Penalty: 5968.257812
	Iteration 113Q: 3 clusters Score -2.106551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145328 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -21065512.000000 Penalty: 5968.257812
	Iteration 114Q: 3 clusters Score -2.106551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -21065524.000000 Penalty: 5968.257812
	Iteration 115Q: 3 clusters Score -2.106552e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -21065528.000000 Penalty: 5968.257812
	Iteration 116Q: 3 clusters Score -2.106553e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145502 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -21065536.000000 Penalty: 5968.257812
	Iteration 117Q: 3 clusters Score -2.106554e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -21065548.000000 Penalty: 5968.257812
	Iteration 118Q: 3 clusters Score -2.106555e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145654 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -21065524.000000 Penalty: 5968.257812
	Iteration 119Q: 3 clusters Score -2.106552e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -21065504.000000 Penalty: 5968.257812
	Iteration 120F: 3 clusters Score -2.10655e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145791 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -21065530.000000 Penalty: 5968.257812
	Iteration 121Q: 3 clusters Score -2.106553e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -21065534.000000 Penalty: 5968.257812
	Iteration 122Q: 3 clusters Score -2.106553e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -21065530.000000 Penalty: 5968.257812
	Iteration 123Q: 3 clusters Score -2.106553e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146002 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -21065544.000000 Penalty: 5968.257812
	Iteration 124Q: 3 clusters Score -2.106554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -21065538.000000 Penalty: 5968.257812
	Iteration 125Q: 3 clusters Score -2.106554e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146125 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -21065556.000000 Penalty: 5968.257812
	Iteration 126Q: 3 clusters Score -2.106556e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -21065582.000000 Penalty: 5968.257812
	Iteration 127Q: 3 clusters Score -2.106558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146253 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -21065588.000000 Penalty: 5968.257812
	Iteration 128Q: 3 clusters Score -2.106559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -21065614.000000 Penalty: 5968.257812
	Iteration 129Q: 3 clusters Score -2.106561e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -21065624.000000 Penalty: 5968.257812
	Iteration 130Q: 3 clusters Score -2.106562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -21065618.000000 Penalty: 5968.257812
	Iteration 131Q: 3 clusters Score -2.106562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -21065588.000000 Penalty: 5968.257812
	Iteration 132Q: 3 clusters Score -2.106559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146511 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -21065594.000000 Penalty: 5968.257812
	Iteration 133Q: 3 clusters Score -2.106559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -21065592.000000 Penalty: 5968.257812
	Iteration 134Q: 3 clusters Score -2.106559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146595 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -21065612.000000 Penalty: 5968.257812
	Iteration 135Q: 3 clusters Score -2.106561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -21065614.000000 Penalty: 5968.257812
	Iteration 136Q: 3 clusters Score -2.106561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146671 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -21065622.000000 Penalty: 5968.257812
	Iteration 137Q: 3 clusters Score -2.106562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -21065628.000000 Penalty: 5968.257812
	Iteration 138Q: 3 clusters Score -2.106563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -21065642.000000 Penalty: 5968.257812
	Iteration 139Q: 3 clusters Score -2.106564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -21065638.000000 Penalty: 5968.257812
	Iteration 140F: 3 clusters Score -2.106564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146780 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -21065646.000000 Penalty: 5968.257812
	Iteration 141Q: 3 clusters Score -2.106565e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -21065644.000000 Penalty: 5968.257812
	Iteration 142Q: 3 clusters Score -2.106564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146863 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -21065624.000000 Penalty: 5968.257812
	Iteration 143Q: 3 clusters Score -2.106562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146898 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -21065606.000000 Penalty: 5968.257812
	Iteration 144Q: 3 clusters Score -2.106561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -21065630.000000 Penalty: 5968.257812
	Iteration 145Q: 3 clusters Score -2.106563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -21065634.000000 Penalty: 5968.257812
	Iteration 146Q: 3 clusters Score -2.106563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -21065620.000000 Penalty: 5968.257812
	Iteration 147Q: 3 clusters Score -2.106562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147051 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -21065594.000000 Penalty: 5968.257812
	Iteration 148Q: 3 clusters Score -2.106559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -21065622.000000 Penalty: 5968.257812
	Iteration 149Q: 3 clusters Score -2.106562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -21065630.000000 Penalty: 5968.257812
	Iteration 150Q: 3 clusters Score -2.106563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -21065618.000000 Penalty: 5968.257812
	Iteration 151Q: 3 clusters Score -2.106562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -21065658.000000 Penalty: 5968.257812
	Iteration 152Q: 3 clusters Score -2.106566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -21065672.000000 Penalty: 5968.257812
	Iteration 153Q: 3 clusters Score -2.106567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -21065688.000000 Penalty: 5968.257812
	Iteration 154Q: 3 clusters Score -2.106569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147284 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -21065674.000000 Penalty: 5968.257812
	Iteration 155Q: 3 clusters Score -2.106567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -21065700.000000 Penalty: 5968.257812
	Iteration 156Q: 3 clusters Score -2.10657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147340 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -21065706.000000 Penalty: 5968.257812
	Iteration 157Q: 3 clusters Score -2.106571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147364 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -21065710.000000 Penalty: 5968.257812
	Iteration 158Q: 3 clusters Score -2.106571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -21065718.000000 Penalty: 5968.257812
	Iteration 159Q: 3 clusters Score -2.106572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147392 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -21065720.000000 Penalty: 5968.257812
	Iteration 160F: 3 clusters Score -2.106572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -21065706.000000 Penalty: 5968.257812
	Iteration 161Q: 3 clusters Score -2.106571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147414 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -21065694.000000 Penalty: 5968.257812
	Iteration 162Q: 3 clusters Score -2.106569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -21065690.000000 Penalty: 5968.257812
	Iteration 163Q: 3 clusters Score -2.106569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147430 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -21065688.000000 Penalty: 5968.257812
	Iteration 164Q: 3 clusters Score -2.106569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147436 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -21065682.000000 Penalty: 5968.257812
	Iteration 165Q: 3 clusters Score -2.106568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147443 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -21065686.000000 Penalty: 5968.257812
	Iteration 166Q: 3 clusters Score -2.106569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147447 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -21065670.000000 Penalty: 5968.257812
	Iteration 167Q: 3 clusters Score -2.106567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -21065672.000000 Penalty: 5968.257812
	Iteration 168Q: 3 clusters Score -2.106567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -21065660.000000 Penalty: 5968.257812
	Iteration 169Q: 3 clusters Score -2.106566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -21065652.000000 Penalty: 5968.257812
	Iteration 170Q: 3 clusters Score -2.106565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147454 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -21065654.000000 Penalty: 5968.257812
	Iteration 171Q: 3 clusters Score -2.106565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147458 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -21065668.000000 Penalty: 5968.257812
	Iteration 172Q: 3 clusters Score -2.106567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147466 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -21065670.000000 Penalty: 5968.257812
	Iteration 173Q: 3 clusters Score -2.106567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -21065674.000000 Penalty: 5968.257812
	Iteration 174Q: 3 clusters Score -2.106567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -21065676.000000 Penalty: 5968.257812
	Iteration 175Q: 3 clusters Score -2.106568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -21065674.000000 Penalty: 5968.257812
	Iteration 176Q: 3 clusters Score -2.106567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -21065654.000000 Penalty: 5968.257812
	Iteration 177Q: 3 clusters Score -2.106565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -21065666.000000 Penalty: 5968.257812
	Iteration 178Q: 3 clusters Score -2.106567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -21065654.000000 Penalty: 5968.257812
	Iteration 179Q: 3 clusters Score -2.106565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -21065654.000000 Penalty: 5968.257812
	Iteration 180F: 3 clusters Score -2.106565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -21065644.000000 Penalty: 5968.257812
	Iteration 181Q: 3 clusters Score -2.106564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -21065660.000000 Penalty: 5968.257812
	Iteration 182Q: 3 clusters Score -2.106566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -21065656.000000 Penalty: 5968.257812
	Iteration 183Q: 3 clusters Score -2.106566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -21065666.000000 Penalty: 5968.257812
	Iteration 184Q: 3 clusters Score -2.106567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147524 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -21065666.000000 Penalty: 5968.257812
	Iteration 185Q: 3 clusters Score -2.106567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -21065670.000000 Penalty: 5968.257812
	Iteration 186Q: 3 clusters Score -2.106567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -21065676.000000 Penalty: 5968.257812
	Iteration 187Q: 3 clusters Score -2.106568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -21065664.000000 Penalty: 5968.257812
	Iteration 188Q: 3 clusters Score -2.106566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -21065672.000000 Penalty: 5968.257812
	Iteration 189Q: 3 clusters Score -2.106567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -21065664.000000 Penalty: 5968.257812
	Iteration 190Q: 3 clusters Score -2.106566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -21065670.000000 Penalty: 5968.257812
	Iteration 191Q: 3 clusters Score -2.106567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -21065656.000000 Penalty: 5968.257812
	Iteration 192Q: 3 clusters Score -2.106566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147562 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -21065670.000000 Penalty: 5968.257812
	Iteration 193Q: 3 clusters Score -2.106567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147564 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -21065664.000000 Penalty: 5968.257812
	Iteration 194Q: 3 clusters Score -2.106566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -21065680.000000 Penalty: 5968.257812
	Iteration 195Q: 3 clusters Score -2.106568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -21065680.000000 Penalty: 5968.257812
	Iteration 196F: 3 clusters Score -2.106568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1237242.625000 Penalty: 2276.584961
	Iteration 0F: 2 clusters Score -1237243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1229755.250000 Penalty: 4553.169922
	Iteration 0F: 3 clusters Score -1229755 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1231834.500000 Penalty: 4553.169922
	Iteration 1F: 3 clusters Score -1231834 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1232113.375000 Penalty: 4553.169922
	Iteration 2F: 3 clusters Score -1232113 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1232281.625000 Penalty: 4553.169922
	Iteration 3Q: 3 clusters Score -1232282 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1232394.000000 Penalty: 4553.169922
	Iteration 4Q: 3 clusters Score -1232394 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1232469.250000 Penalty: 4553.169922
	Iteration 5Q: 3 clusters Score -1232469 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1232527.500000 Penalty: 4553.169922
	Iteration 6Q: 3 clusters Score -1232528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1232585.000000 Penalty: 4553.169922
	Iteration 7Q: 3 clusters Score -1232585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1232635.000000 Penalty: 4553.169922
	Iteration 8Q: 3 clusters Score -1232635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1232673.375000 Penalty: 4553.169922
	Iteration 9Q: 3 clusters Score -1232673 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1232709.250000 Penalty: 4553.169922
	Iteration 10Q: 3 clusters Score -1232709 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1232759.750000 Penalty: 4553.169922
	Iteration 11Q: 3 clusters Score -1232760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1232796.875000 Penalty: 4553.169922
	Iteration 12Q: 3 clusters Score -1232797 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1232844.125000 Penalty: 4553.169922
	Iteration 13Q: 3 clusters Score -1232844 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1232882.250000 Penalty: 4553.169922
	Iteration 14Q: 3 clusters Score -1232882 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1232925.500000 Penalty: 4553.169922
	Iteration 15Q: 3 clusters Score -1232926 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1232969.375000 Penalty: 4553.169922
	Iteration 16Q: 3 clusters Score -1232969 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1233025.625000 Penalty: 4553.169922
	Iteration 17Q: 3 clusters Score -1233026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1233094.750000 Penalty: 4553.169922
	Iteration 18Q: 3 clusters Score -1233095 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1233190.500000 Penalty: 4553.169922
	Iteration 19Q: 3 clusters Score -1233190 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1233313.875000 Penalty: 4553.169922
	Iteration 20F: 3 clusters Score -1233314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1233464.625000 Penalty: 4553.169922
	Iteration 21Q: 3 clusters Score -1233465 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1233674.750000 Penalty: 4553.169922
	Iteration 22Q: 3 clusters Score -1233675 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1233940.250000 Penalty: 4553.169922
	Iteration 23Q: 3 clusters Score -1233940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1234246.000000 Penalty: 4553.169922
	Iteration 24Q: 3 clusters Score -1234246 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1234550.125000 Penalty: 4553.169922
	Iteration 25Q: 3 clusters Score -1234550 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1234822.500000 Penalty: 4553.169922
	Iteration 26Q: 3 clusters Score -1234822 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1235083.250000 Penalty: 4553.169922
	Iteration 27Q: 3 clusters Score -1235083 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1235285.375000 Penalty: 4553.169922
	Iteration 28Q: 3 clusters Score -1235285 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1235446.125000 Penalty: 4553.169922
	Iteration 29Q: 3 clusters Score -1235446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1235578.000000 Penalty: 4553.169922
	Iteration 30Q: 3 clusters Score -1235578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1235681.625000 Penalty: 4553.169922
	Iteration 31Q: 3 clusters Score -1235682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1235751.875000 Penalty: 4553.169922
	Iteration 32Q: 3 clusters Score -1235752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1235785.875000 Penalty: 4553.169922
	Iteration 33Q: 3 clusters Score -1235786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1235806.125000 Penalty: 4553.169922
	Iteration 34Q: 3 clusters Score -1235806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1235814.750000 Penalty: 4553.169922
	Iteration 35Q: 3 clusters Score -1235815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1235814.500000 Penalty: 4553.169922
	Iteration 36Q: 3 clusters Score -1235814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1235820.000000 Penalty: 4553.169922
	Iteration 37Q: 3 clusters Score -1235820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1235822.000000 Penalty: 4553.169922
	Iteration 38Q: 3 clusters Score -1235822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1235826.125000 Penalty: 4553.169922
	Iteration 39Q: 3 clusters Score -1235826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1235829.125000 Penalty: 4553.169922
	Iteration 40F: 3 clusters Score -1235829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1235831.250000 Penalty: 4553.169922
	Iteration 41Q: 3 clusters Score -1235831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1235836.500000 Penalty: 4553.169922
	Iteration 42Q: 3 clusters Score -1235836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1235840.250000 Penalty: 4553.169922
	Iteration 43Q: 3 clusters Score -1235840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1235838.375000 Penalty: 4553.169922
	Iteration 44Q: 3 clusters Score -1235838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1235844.125000 Penalty: 4553.169922
	Iteration 45Q: 3 clusters Score -1235844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1235843.000000 Penalty: 4553.169922
	Iteration 46Q: 3 clusters Score -1235843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1235843.000000 Penalty: 4553.169922
	Iteration 47F: 3 clusters Score -1235843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Entering Unmasked Estep 
Score: -896942.937500 Penalty: 2213.776367
	Iteration 0F: 2 clusters Score -896942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -890823.062500 Penalty: 4427.552734
	Iteration 0F: 3 clusters Score -890823.1 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -892653.687500 Penalty: 4427.552734
	Iteration 1F: 3 clusters Score -892653.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -893168.437500 Penalty: 4427.552734
	Iteration 2F: 3 clusters Score -893168.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -893667.500000 Penalty: 4427.552734
	Iteration 3F: 3 clusters Score -893667.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -894068.062500 Penalty: 4427.552734
	Iteration 4F: 3 clusters Score -894068.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -894437.875000 Penalty: 4427.552734
	Iteration 5F: 3 clusters Score -894437.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -894724.437500 Penalty: 4427.552734
	Iteration 6F: 3 clusters Score -894724.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -894948.437500 Penalty: 4427.552734
	Iteration 7Q: 3 clusters Score -894948.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -895113.062500 Penalty: 4427.552734
	Iteration 8Q: 3 clusters Score -895113.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -895238.500000 Penalty: 4427.552734
	Iteration 9Q: 3 clusters Score -895238.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -895317.437500 Penalty: 4427.552734
	Iteration 10Q: 3 clusters Score -895317.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -895368.625000 Penalty: 4427.552734
	Iteration 11Q: 3 clusters Score -895368.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -895409.687500 Penalty: 4427.552734
	Iteration 12Q: 3 clusters Score -895409.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -895445.312500 Penalty: 4427.552734
	Iteration 13Q: 3 clusters Score -895445.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -895472.937500 Penalty: 4427.552734
	Iteration 14Q: 3 clusters Score -895472.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -895497.437500 Penalty: 4427.552734
	Iteration 15Q: 3 clusters Score -895497.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -895523.562500 Penalty: 4427.552734
	Iteration 16Q: 3 clusters Score -895523.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -895538.625000 Penalty: 4427.552734
	Iteration 17Q: 3 clusters Score -895538.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -895551.062500 Penalty: 4427.552734
	Iteration 18Q: 3 clusters Score -895551.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -895562.625000 Penalty: 4427.552734
	Iteration 19Q: 3 clusters Score -895562.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -895577.000000 Penalty: 4427.552734
	Iteration 20F: 3 clusters Score -895577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -895588.937500 Penalty: 4427.552734
	Iteration 21Q: 3 clusters Score -895588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -895602.437500 Penalty: 4427.552734
	Iteration 22Q: 3 clusters Score -895602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -895603.000000 Penalty: 4427.552734
	Iteration 23Q: 3 clusters Score -895603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -895612.125000 Penalty: 4427.552734
	Iteration 24Q: 3 clusters Score -895612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -895614.312500 Penalty: 4427.552734
	Iteration 25Q: 3 clusters Score -895614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -895615.375000 Penalty: 4427.552734
	Iteration 26Q: 3 clusters Score -895615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -895620.000000 Penalty: 4427.552734
	Iteration 27Q: 3 clusters Score -895620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -895621.937500 Penalty: 4427.552734
	Iteration 28Q: 3 clusters Score -895621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -895623.875000 Penalty: 4427.552734
	Iteration 29Q: 3 clusters Score -895623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -895624.937500 Penalty: 4427.552734
	Iteration 30Q: 3 clusters Score -895624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -895624.812500 Penalty: 4427.552734
	Iteration 31Q: 3 clusters Score -895624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -895627.687500 Penalty: 4427.552734
	Iteration 32Q: 3 clusters Score -895627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -895627.062500 Penalty: 4427.552734
	Iteration 33Q: 3 clusters Score -895627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -895627.062500 Penalty: 4427.552734
	Iteration 34F: 3 clusters Score -895627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Entering Unmasked Estep 
Score: -1425598.125000 Penalty: 2311.937500
	Iteration 0F: 2 clusters Score -1425598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1417133.000000 Penalty: 4623.875000
	Iteration 0F: 3 clusters Score -1417133 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1419688.750000 Penalty: 4623.875000
	Iteration 1F: 3 clusters Score -1419689 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1420141.375000 Penalty: 4623.875000
	Iteration 2F: 3 clusters Score -1420141 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1420559.625000 Penalty: 4623.875000
	Iteration 3F: 3 clusters Score -1420560 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1421005.250000 Penalty: 4623.875000
	Iteration 4F: 3 clusters Score -1421005 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1421519.250000 Penalty: 4623.875000
	Iteration 5F: 3 clusters Score -1421519 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1422091.625000 Penalty: 4623.875000
	Iteration 6F: 3 clusters Score -1422092 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1422665.875000 Penalty: 4623.875000
	Iteration 7F: 3 clusters Score -1422666 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1423196.000000 Penalty: 4623.875000
	Iteration 8F: 3 clusters Score -1423196 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1423604.250000 Penalty: 4623.875000
	Iteration 9Q: 3 clusters Score -1423604 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1423880.625000 Penalty: 4623.875000
	Iteration 10Q: 3 clusters Score -1423881 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1424042.750000 Penalty: 4623.875000
	Iteration 11Q: 3 clusters Score -1424043 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1424136.125000 Penalty: 4623.875000
	Iteration 12Q: 3 clusters Score -1424136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1424185.500000 Penalty: 4623.875000
	Iteration 13Q: 3 clusters Score -1424186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1424213.750000 Penalty: 4623.875000
	Iteration 14Q: 3 clusters Score -1424214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1424244.875000 Penalty: 4623.875000
	Iteration 15Q: 3 clusters Score -1424245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1424268.500000 Penalty: 4623.875000
	Iteration 16Q: 3 clusters Score -1424268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1424292.875000 Penalty: 4623.875000
	Iteration 17Q: 3 clusters Score -1424293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1424304.500000 Penalty: 4623.875000
	Iteration 18Q: 3 clusters Score -1424304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1424317.250000 Penalty: 4623.875000
	Iteration 19Q: 3 clusters Score -1424317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1424324.375000 Penalty: 4623.875000
	Iteration 20F: 3 clusters Score -1424324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1424326.250000 Penalty: 4623.875000
	Iteration 21Q: 3 clusters Score -1424326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1424333.250000 Penalty: 4623.875000
	Iteration 22Q: 3 clusters Score -1424333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1424336.625000 Penalty: 4623.875000
	Iteration 23Q: 3 clusters Score -1424337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1424335.750000 Penalty: 4623.875000
	Iteration 24Q: 3 clusters Score -1424336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1424334.750000 Penalty: 4623.875000
	Iteration 25Q: 3 clusters Score -1424335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1424335.250000 Penalty: 4623.875000
	Iteration 26Q: 3 clusters Score -1424335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1424335.250000 Penalty: 4623.875000
	Iteration 27F: 3 clusters Score -1424335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -284924.968750 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -284925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -282091.593750 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -282091.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -282619.156250 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -282619.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -282746.781250 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -282746.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282830.906250 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -282830.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -282890.000000 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -282890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -282923.093750 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -282923.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282949.312500 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -282949.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282968.468750 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -282968.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -282981.750000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -282981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282987.218750 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -282987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282992.750000 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -282992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -282994.312500 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -282994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282997.062500 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -282997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -282999.687500 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -282999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -283000.125000 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -283000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -283000.781250 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -283000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -283000.687500 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -283000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -283000.687500 Penalty: 3836.558105
	Iteration 17F: 3 clusters Score -283000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -248722.765625 Penalty: 1896.532593
	Iteration 0F: 2 clusters Score -248722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246057.859375 Penalty: 3793.065186
	Iteration 0F: 3 clusters Score -246057.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -246563.937500 Penalty: 3793.065186
	Iteration 1F: 3 clusters Score -246563.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -246800.156250 Penalty: 3793.065186
	Iteration 2F: 3 clusters Score -246800.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -246980.296875 Penalty: 3793.065186
	Iteration 3F: 3 clusters Score -246980.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -247122.250000 Penalty: 3793.065186
	Iteration 4F: 3 clusters Score -247122.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -247235.859375 Penalty: 3793.065186
	Iteration 5Q: 3 clusters Score -247235.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -247334.234375 Penalty: 3793.065186
	Iteration 6Q: 3 clusters Score -247334.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -247427.750000 Penalty: 3793.065186
	Iteration 7Q: 3 clusters Score -247427.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -247524.734375 Penalty: 3793.065186
	Iteration 8Q: 3 clusters Score -247524.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -247580.796875 Penalty: 3793.065186
	Iteration 9Q: 3 clusters Score -247580.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -247626.265625 Penalty: 3793.065186
	Iteration 10Q: 3 clusters Score -247626.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -247652.515625 Penalty: 3793.065186
	Iteration 11Q: 3 clusters Score -247652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -247671.906250 Penalty: 3793.065186
	Iteration 12Q: 3 clusters Score -247671.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -247694.875000 Penalty: 3793.065186
	Iteration 13Q: 3 clusters Score -247694.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -247706.046875 Penalty: 3793.065186
	Iteration 14Q: 3 clusters Score -247706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -247715.578125 Penalty: 3793.065186
	Iteration 15Q: 3 clusters Score -247715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -247722.000000 Penalty: 3793.065186
	Iteration 16Q: 3 clusters Score -247722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -247730.609375 Penalty: 3793.065186
	Iteration 17Q: 3 clusters Score -247730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -247737.187500 Penalty: 3793.065186
	Iteration 18Q: 3 clusters Score -247737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -247745.156250 Penalty: 3793.065186
	Iteration 19Q: 3 clusters Score -247745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -247746.656250 Penalty: 3793.065186
	Iteration 20F: 3 clusters Score -247746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -247748.015625 Penalty: 3793.065186
	Iteration 21Q: 3 clusters Score -247748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -247748.015625 Penalty: 3793.065186
	Iteration 22F: 3 clusters Score -247748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Entering Unmasked Estep 
Score: -9205788.000000 Penalty: 2785.179443
	Iteration 0F: 2 clusters Score -9205788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -9155258.000000 Penalty: 5570.358887
	Iteration 0F: 3 clusters Score -9155258 nChanged 35338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -9174976.000000 Penalty: 5570.358887
	Iteration 1F: 3 clusters Score -9174976 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -9175615.000000 Penalty: 5570.358887
	Iteration 2Q: 3 clusters Score -9175615 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -9176349.000000 Penalty: 5570.358887
	Iteration 3Q: 3 clusters Score -9176349 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -9177348.000000 Penalty: 5570.358887
	Iteration 4Q: 3 clusters Score -9177348 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -9178965.000000 Penalty: 5570.358887
	Iteration 5Q: 3 clusters Score -9178965 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -9181924.000000 Penalty: 5570.358887
	Iteration 6F: 3 clusters Score -9181924 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -9186634.000000 Penalty: 5570.358887
	Iteration 7F: 3 clusters Score -9186634 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -9192853.000000 Penalty: 5570.358887
	Iteration 8F: 3 clusters Score -9192853 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -9198380.000000 Penalty: 5570.358887
	Iteration 9F: 3 clusters Score -9198380 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9201379.000000 Penalty: 5570.358887
	Iteration 10Q: 3 clusters Score -9201379 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9202519.000000 Penalty: 5570.358887
	Iteration 11Q: 3 clusters Score -9202519 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9202942.000000 Penalty: 5570.358887
	Iteration 12Q: 3 clusters Score -9202942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9203096.000000 Penalty: 5570.358887
	Iteration 13Q: 3 clusters Score -9203096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9203155.000000 Penalty: 5570.358887
	Iteration 14Q: 3 clusters Score -9203155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9203218.000000 Penalty: 5570.358887
	Iteration 15Q: 3 clusters Score -9203218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9203249.000000 Penalty: 5570.358887
	Iteration 16Q: 3 clusters Score -9203249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9203274.000000 Penalty: 5570.358887
	Iteration 17Q: 3 clusters Score -9203274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9203285.000000 Penalty: 5570.358887
	Iteration 18Q: 3 clusters Score -9203285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9203293.000000 Penalty: 5570.358887
	Iteration 19Q: 3 clusters Score -9203293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9203311.000000 Penalty: 5570.358887
	Iteration 20F: 3 clusters Score -9203311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9203312.000000 Penalty: 5570.358887
	Iteration 21Q: 3 clusters Score -9203312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9203312.000000 Penalty: 5570.358887
	Iteration 22F: 3 clusters Score -9203312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 278 members 
Entering Unmasked Estep 
Score: -59932.832031 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59932.83 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60401.320312 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60401.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60613.285156 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -60613.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60723.191406 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -60723.19 nChanged 17
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: -60788.906250 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60788.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60833.398438 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60833.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60884.417969 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60884.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60969.394531 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60969.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61057.210938 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -61057.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61164.093750 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -61164.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61216.367188 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -61216.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61267.921875 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -61267.92 nChanged 11
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: -61393.378906 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -61393.38 nChanged 7
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: -61517.914062 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -61517.91 nChanged 5
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: -61587.250000 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -61587.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61668.953125 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -61668.95 nChanged 1
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: -61706.316406 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -61706.32 nChanged 0
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: -61706.316406 Penalty: 3128.816650
	Iteration 17F: 3 clusters Score -61706.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161942 members 
Mstep: Class 3 contains 36689 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 13730 members 
Mstep: Class 12 contains 156018 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168178 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 75400 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 160193 members 
Entering Unmasked Estep 
Score: -105753728.000000 Penalty: 88087.070312
Splitting cluster 23 changes total score from -105754920.000000 to -105753728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -57386.207031 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -57386.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55835.136719 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -55835.14 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56134.121094 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -56134.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56382.894531 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -56382.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56603.273438 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -56603.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56718.855469 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -56718.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56775.421875 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -56775.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56807.472656 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -56807.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56827.265625 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -56827.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56846.968750 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -56846.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56874.253906 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -56874.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56898.527344 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -56898.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56912.929688 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -56912.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56925.363281 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -56925.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56934.722656 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -56934.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56937.640625 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -56937.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56937.640625 Penalty: 3127.912598
	Iteration 15F: 3 clusters Score -56937.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -101067.187500 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -101067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99294.273438 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -99294.27 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99563.250000 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -99563.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99626.367188 Penalty: 3342.710938
	Iteration 2Q: 3 clusters Score -99626.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99670.742188 Penalty: 3342.710938
	Iteration 3Q: 3 clusters Score -99670.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99698.164062 Penalty: 3342.710938
	Iteration 4Q: 3 clusters Score -99698.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99711.765625 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -99711.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99719.187500 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -99719.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99721.320312 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -99721.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99722.898438 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -99722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99722.898438 Penalty: 3342.710938
	Iteration 9F: 3 clusters Score -99722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (160193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160193 members 
Entering Unmasked Estep 
Score: -20177848.000000 Penalty: 2972.065430
	Iteration 0F: 2 clusters Score -2.017785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -20074264.000000 Penalty: 5944.130859
	Iteration 0F: 3 clusters Score -2.007426e+07 nChanged 76502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -20118200.000000 Penalty: 5944.130859
	Iteration 1F: 3 clusters Score -2.01182e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -20119334.000000 Penalty: 5944.130859
	Iteration 2Q: 3 clusters Score -2.011933e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -20120656.000000 Penalty: 5944.130859
	Iteration 3Q: 3 clusters Score -2.012066e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -20122966.000000 Penalty: 5944.130859
	Iteration 4Q: 3 clusters Score -2.012297e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -20126898.000000 Penalty: 5944.130859
	Iteration 5F: 3 clusters Score -2.01269e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -20134018.000000 Penalty: 5944.130859
	Iteration 6F: 3 clusters Score -2.013402e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -20144858.000000 Penalty: 5944.130859
	Iteration 7F: 3 clusters Score -2.014486e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -20157366.000000 Penalty: 5944.130859
	Iteration 8F: 3 clusters Score -2.015737e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146305 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -20167330.000000 Penalty: 5944.130859
	Iteration 9F: 3 clusters Score -2.016733e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -20172416.000000 Penalty: 5944.130859
	Iteration 10Q: 3 clusters Score -2.017242e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -20174554.000000 Penalty: 5944.130859
	Iteration 11Q: 3 clusters Score -2.017455e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20175282.000000 Penalty: 5944.130859
	Iteration 12Q: 3 clusters Score -2.017528e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157838 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -20175600.000000 Penalty: 5944.130859
	Iteration 13Q: 3 clusters Score -2.01756e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -20175836.000000 Penalty: 5944.130859
	Iteration 14Q: 3 clusters Score -2.017584e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -20176042.000000 Penalty: 5944.130859
	Iteration 15Q: 3 clusters Score -2.017604e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158620 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20176148.000000 Penalty: 5944.130859
	Iteration 16Q: 3 clusters Score -2.017615e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -20176216.000000 Penalty: 5944.130859
	Iteration 17Q: 3 clusters Score -2.017622e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158750 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20176286.000000 Penalty: 5944.130859
	Iteration 18Q: 3 clusters Score -2.017629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20176356.000000 Penalty: 5944.130859
	Iteration 19Q: 3 clusters Score -2.017636e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20176388.000000 Penalty: 5944.130859
	Iteration 20F: 3 clusters Score -2.017639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158803 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -20176398.000000 Penalty: 5944.130859
	Iteration 21Q: 3 clusters Score -2.01764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20176402.000000 Penalty: 5944.130859
	Iteration 22Q: 3 clusters Score -2.01764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20176394.000000 Penalty: 5944.130859
	Iteration 23Q: 3 clusters Score -2.017639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20176390.000000 Penalty: 5944.130859
	Iteration 24Q: 3 clusters Score -2.017639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20176408.000000 Penalty: 5944.130859
	Iteration 25Q: 3 clusters Score -2.017641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -20176404.000000 Penalty: 5944.130859
	Iteration 26Q: 3 clusters Score -2.01764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20176404.000000 Penalty: 5944.130859
	Iteration 27Q: 3 clusters Score -2.01764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20176426.000000 Penalty: 5944.130859
	Iteration 28Q: 3 clusters Score -2.017643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158795 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -20176416.000000 Penalty: 5944.130859
	Iteration 29Q: 3 clusters Score -2.017642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158787 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20176432.000000 Penalty: 5944.130859
	Iteration 30Q: 3 clusters Score -2.017643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158777 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20176432.000000 Penalty: 5944.130859
	Iteration 31Q: 3 clusters Score -2.017643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -20176430.000000 Penalty: 5944.130859
	Iteration 32Q: 3 clusters Score -2.017643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20176426.000000 Penalty: 5944.130859
	Iteration 33Q: 3 clusters Score -2.017643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20176442.000000 Penalty: 5944.130859
	Iteration 34Q: 3 clusters Score -2.017644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20176430.000000 Penalty: 5944.130859
	Iteration 35Q: 3 clusters Score -2.017643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20176436.000000 Penalty: 5944.130859
	Iteration 36Q: 3 clusters Score -2.017644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20176452.000000 Penalty: 5944.130859
	Iteration 37Q: 3 clusters Score -2.017645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20176456.000000 Penalty: 5944.130859
	Iteration 38Q: 3 clusters Score -2.017646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20176452.000000 Penalty: 5944.130859
	Iteration 39Q: 3 clusters Score -2.017645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158731 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20176454.000000 Penalty: 5944.130859
	Iteration 40F: 3 clusters Score -2.017645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20176446.000000 Penalty: 5944.130859
	Iteration 41Q: 3 clusters Score -2.017645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158726 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20176458.000000 Penalty: 5944.130859
	Iteration 42Q: 3 clusters Score -2.017646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20176478.000000 Penalty: 5944.130859
	Iteration 43Q: 3 clusters Score -2.017648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20176466.000000 Penalty: 5944.130859
	Iteration 44Q: 3 clusters Score -2.017647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20176474.000000 Penalty: 5944.130859
	Iteration 45Q: 3 clusters Score -2.017647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20176476.000000 Penalty: 5944.130859
	Iteration 46Q: 3 clusters Score -2.017648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20176472.000000 Penalty: 5944.130859
	Iteration 47Q: 3 clusters Score -2.017647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20176472.000000 Penalty: 5944.130859
	Iteration 48F: 3 clusters Score -2.017647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161942 members 
Mstep: Class 3 contains 36689 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 13730 members 
Mstep: Class 12 contains 156018 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168178 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 75400 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 160193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755288.000000 Penalty: 84699.109375
Iteration 159Q: 26 clusters Score -1.057553e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161826 members 
Mstep: Class 3 contains 36826 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13933 members 
Mstep: Class 8 contains 10087 members 
Mstep: Class 9 contains 7162 members 
Mstep: Class 10 contains 12019 members 
Mstep: Class 11 contains 13778 members 
Mstep: Class 12 contains 155873 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168446 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 22 contains 75467 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 159984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755448.000000 Penalty: 84699.109375
Iteration 160F: 26 clusters Score -1.057554e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161699 members 
Mstep: Class 3 contains 36938 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13952 members 
Mstep: Class 8 contains 10024 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 155752 members 
Mstep: Class 13 contains 3539 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168723 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 7553 members 
Mstep: Class 19 contains 11208 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 75539 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 159783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755664.000000 Penalty: 84699.109375
Iteration 161Q: 26 clusters Score -1.057557e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161567 members 
Mstep: Class 3 contains 37024 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 13981 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 11990 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 155684 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168965 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 7571 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 75603 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 159591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105755784.000000 Penalty: 84699.109375
Iteration 162Q: 26 clusters Score -1.057558e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161447 members 
Mstep: Class 3 contains 37126 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14001 members 
Mstep: Class 8 contains 9884 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 11976 members 
Mstep: Class 11 contains 13914 members 
Mstep: Class 12 contains 155593 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 169207 members 
Mstep: Class 17 contains 9703 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 75661 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 159420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756032.000000 Penalty: 84699.109375
Iteration 163Q: 26 clusters Score -1.05756e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161294 members 
Mstep: Class 3 contains 37228 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14000 members 
Mstep: Class 8 contains 9835 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 11949 members 
Mstep: Class 11 contains 13942 members 
Mstep: Class 12 contains 155515 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 169451 members 
Mstep: Class 17 contains 9702 members 
Mstep: Class 18 contains 7603 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 75707 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 159280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756064.000000 Penalty: 84699.109375
Iteration 164Q: 26 clusters Score -1.057561e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161196 members 
Mstep: Class 3 contains 37313 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14023 members 
Mstep: Class 8 contains 9786 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11926 members 
Mstep: Class 11 contains 13990 members 
Mstep: Class 12 contains 155423 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 169666 members 
Mstep: Class 17 contains 9697 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 75761 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 159114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756048.000000 Penalty: 84699.109375
Iteration 165Q: 26 clusters Score -1.05756e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161095 members 
Mstep: Class 3 contains 37440 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 11898 members 
Mstep: Class 11 contains 14041 members 
Mstep: Class 12 contains 155300 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 169862 members 
Mstep: Class 17 contains 9683 members 
Mstep: Class 18 contains 7630 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 75811 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 158958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756488.000000 Penalty: 84699.109375
Iteration 166Q: 26 clusters Score -1.057565e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160997 members 
Mstep: Class 3 contains 37593 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14069 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 7022 members 
Mstep: Class 10 contains 11875 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 155178 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 170031 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 11268 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 75852 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 158795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756320.000000 Penalty: 84699.109375
Iteration 167Q: 26 clusters Score -1.057563e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160912 members 
Mstep: Class 3 contains 37736 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14116 members 
Mstep: Class 8 contains 9655 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 11865 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 155082 members 
Mstep: Class 13 contains 3561 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170158 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 75892 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 158650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756328.000000 Penalty: 84699.109375
Iteration 168Q: 26 clusters Score -1.057563e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160799 members 
Mstep: Class 3 contains 37878 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14163 members 
Mstep: Class 8 contains 9617 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 11851 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 155014 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170252 members 
Mstep: Class 17 contains 9659 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 11281 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 75930 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 158547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756696.000000 Penalty: 84699.109375
Iteration 169Q: 26 clusters Score -1.057567e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160711 members 
Mstep: Class 3 contains 38014 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 6941 members 
Mstep: Class 10 contains 11832 members 
Mstep: Class 11 contains 14195 members 
Mstep: Class 12 contains 154920 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170375 members 
Mstep: Class 17 contains 9658 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 11277 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 75973 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 158416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756784.000000 Penalty: 84699.109375
Iteration 170Q: 26 clusters Score -1.057568e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160633 members 
Mstep: Class 3 contains 38158 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 11813 members 
Mstep: Class 11 contains 14240 members 
Mstep: Class 12 contains 154831 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170488 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 11281 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 76050 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 158268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756792.000000 Penalty: 84699.109375
Iteration 171Q: 26 clusters Score -1.057568e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160571 members 
Mstep: Class 3 contains 38239 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 11793 members 
Mstep: Class 11 contains 14266 members 
Mstep: Class 12 contains 154759 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170630 members 
Mstep: Class 17 contains 9652 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 76114 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 158147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105756776.000000 Penalty: 84699.109375
Iteration 172Q: 26 clusters Score -1.057568e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160558 members 
Mstep: Class 3 contains 38315 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14339 members 
Mstep: Class 8 contains 9440 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 11779 members 
Mstep: Class 11 contains 14299 members 
Mstep: Class 12 contains 154681 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170724 members 
Mstep: Class 17 contains 9659 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 11277 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 76174 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 158006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757152.000000 Penalty: 84699.109375
Iteration 173Q: 26 clusters Score -1.057572e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160499 members 
Mstep: Class 3 contains 38393 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 14321 members 
Mstep: Class 12 contains 154640 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 170848 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 22 contains 76218 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 157887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757368.000000 Penalty: 84699.109375
Iteration 174Q: 26 clusters Score -1.057574e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160463 members 
Mstep: Class 3 contains 38457 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 6802 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 154596 members 
Mstep: Class 13 contains 3534 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 170960 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 11279 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2075 members 
Mstep: Class 22 contains 76270 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 157774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757728.000000 Penalty: 84699.109375
Iteration 175Q: 26 clusters Score -1.057577e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160395 members 
Mstep: Class 3 contains 38508 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14349 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 10 contains 11752 members 
Mstep: Class 11 contains 14338 members 
Mstep: Class 12 contains 154543 members 
Mstep: Class 13 contains 3530 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171085 members 
Mstep: Class 17 contains 9671 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 76313 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 157702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757520.000000 Penalty: 84699.109375
Iteration 176Q: 26 clusters Score -1.057575e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160316 members 
Mstep: Class 3 contains 38563 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14351 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 11746 members 
Mstep: Class 11 contains 14349 members 
Mstep: Class 12 contains 154502 members 
Mstep: Class 13 contains 3526 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171231 members 
Mstep: Class 17 contains 9669 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2075 members 
Mstep: Class 22 contains 76342 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757552.000000 Penalty: 84699.109375
Iteration 177Q: 26 clusters Score -1.057576e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160240 members 
Mstep: Class 3 contains 38609 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 6750 members 
Mstep: Class 10 contains 11733 members 
Mstep: Class 11 contains 14363 members 
Mstep: Class 12 contains 154470 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171335 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 7797 members 
Mstep: Class 19 contains 11319 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2079 members 
Mstep: Class 22 contains 76383 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757800.000000 Penalty: 84699.109375
Iteration 178Q: 26 clusters Score -1.057578e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160187 members 
Mstep: Class 3 contains 38656 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14316 members 
Mstep: Class 8 contains 9285 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 11722 members 
Mstep: Class 11 contains 14375 members 
Mstep: Class 12 contains 154424 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171450 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 11321 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 76419 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757920.000000 Penalty: 84699.109375
Iteration 179Q: 26 clusters Score -1.057579e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160140 members 
Mstep: Class 3 contains 38715 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14311 members 
Mstep: Class 8 contains 9257 members 
Mstep: Class 9 contains 6736 members 
Mstep: Class 10 contains 11710 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 12 contains 154374 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171571 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 11324 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 76457 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757768.000000 Penalty: 84699.109375
Iteration 180F: 26 clusters Score -1.057578e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160113 members 
Mstep: Class 3 contains 38786 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 9241 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 14405 members 
Mstep: Class 12 contains 154297 members 
Mstep: Class 13 contains 3509 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171670 members 
Mstep: Class 17 contains 9658 members 
Mstep: Class 18 contains 7833 members 
Mstep: Class 19 contains 11327 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 76504 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758096.000000 Penalty: 84699.109375
Iteration 181Q: 26 clusters Score -1.057581e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160127 members 
Mstep: Class 3 contains 38855 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 11694 members 
Mstep: Class 11 contains 14424 members 
Mstep: Class 12 contains 154209 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171759 members 
Mstep: Class 17 contains 9652 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 11329 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 76542 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758064.000000 Penalty: 84699.109375
Iteration 182Q: 26 clusters Score -1.057581e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160141 members 
Mstep: Class 3 contains 38928 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 9210 members 
Mstep: Class 9 contains 6699 members 
Mstep: Class 10 contains 11688 members 
Mstep: Class 11 contains 14437 members 
Mstep: Class 12 contains 154141 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171829 members 
Mstep: Class 17 contains 9647 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 76573 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 157083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105757880.000000 Penalty: 84699.109375
Iteration 183Q: 26 clusters Score -1.057579e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160141 members 
Mstep: Class 3 contains 38988 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14317 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 11675 members 
Mstep: Class 11 contains 14454 members 
Mstep: Class 12 contains 154105 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171874 members 
Mstep: Class 17 contains 9644 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 11347 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 22 contains 76606 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 156990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758088.000000 Penalty: 84699.109375
Iteration 184Q: 26 clusters Score -1.057581e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160137 members 
Mstep: Class 3 contains 39061 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14313 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 10 contains 11664 members 
Mstep: Class 11 contains 14468 members 
Mstep: Class 12 contains 154058 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171898 members 
Mstep: Class 17 contains 9636 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 11356 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 76655 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758144.000000 Penalty: 84699.109375
Iteration 185Q: 26 clusters Score -1.057581e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160175 members 
Mstep: Class 3 contains 39109 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 11660 members 
Mstep: Class 11 contains 14487 members 
Mstep: Class 12 contains 154003 members 
Mstep: Class 13 contains 3488 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171905 members 
Mstep: Class 17 contains 9626 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 2070 members 
Mstep: Class 22 contains 76703 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758376.000000 Penalty: 84699.109375
Iteration 186Q: 26 clusters Score -1.057584e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160177 members 
Mstep: Class 3 contains 39177 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14313 members 
Mstep: Class 8 contains 9120 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 11653 members 
Mstep: Class 11 contains 14505 members 
Mstep: Class 12 contains 153956 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171907 members 
Mstep: Class 17 contains 9624 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 11363 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 22 contains 76752 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758240.000000 Penalty: 84699.109375
Iteration 187Q: 26 clusters Score -1.057582e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160200 members 
Mstep: Class 3 contains 39243 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 9094 members 
Mstep: Class 9 contains 6579 members 
Mstep: Class 10 contains 11639 members 
Mstep: Class 11 contains 14528 members 
Mstep: Class 12 contains 153925 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171901 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 11365 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 76787 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758320.000000 Penalty: 84699.109375
Iteration 188Q: 26 clusters Score -1.057583e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160261 members 
Mstep: Class 3 contains 39306 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 9067 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 11634 members 
Mstep: Class 11 contains 14545 members 
Mstep: Class 12 contains 153898 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171859 members 
Mstep: Class 17 contains 9626 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 76831 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758200.000000 Penalty: 84699.109375
Iteration 189Q: 26 clusters Score -1.057582e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160313 members 
Mstep: Class 3 contains 39362 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 11628 members 
Mstep: Class 11 contains 14575 members 
Mstep: Class 12 contains 153849 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171825 members 
Mstep: Class 17 contains 9628 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 11370 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 22 contains 76880 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758360.000000 Penalty: 84699.109375
Iteration 190Q: 26 clusters Score -1.057584e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160335 members 
Mstep: Class 3 contains 39440 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 11629 members 
Mstep: Class 11 contains 14598 members 
Mstep: Class 12 contains 153806 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 171780 members 
Mstep: Class 17 contains 9636 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 22 contains 76930 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758440.000000 Penalty: 84699.109375
Iteration 191Q: 26 clusters Score -1.057584e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160377 members 
Mstep: Class 3 contains 39470 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 8996 members 
Mstep: Class 9 contains 6473 members 
Mstep: Class 10 contains 11620 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 153782 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171748 members 
Mstep: Class 17 contains 9635 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2070 members 
Mstep: Class 22 contains 76968 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758648.000000 Penalty: 84699.109375
Iteration 192Q: 26 clusters Score -1.057586e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160430 members 
Mstep: Class 3 contains 39537 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14267 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 11618 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 153770 members 
Mstep: Class 13 contains 3438 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171705 members 
Mstep: Class 17 contains 9628 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 77009 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758816.000000 Penalty: 84699.109375
Iteration 193Q: 26 clusters Score -1.057588e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160415 members 
Mstep: Class 3 contains 39636 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14282 members 
Mstep: Class 8 contains 8948 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 11616 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 153748 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171686 members 
Mstep: Class 17 contains 9630 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 11379 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 77041 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758976.000000 Penalty: 84699.109375
Iteration 194Q: 26 clusters Score -1.05759e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160417 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 8912 members 
Mstep: Class 9 contains 6383 members 
Mstep: Class 10 contains 11615 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 153775 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 171665 members 
Mstep: Class 17 contains 9627 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 77078 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105758992.000000 Penalty: 84699.109375
Iteration 195Q: 26 clusters Score -1.05759e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160417 members 
Mstep: Class 3 contains 39822 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 8864 members 
Mstep: Class 9 contains 6351 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 153798 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171642 members 
Mstep: Class 17 contains 9621 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 11373 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 77104 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759152.000000 Penalty: 84699.109375
Iteration 196Q: 26 clusters Score -1.057592e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160424 members 
Mstep: Class 3 contains 39870 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 8824 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 14694 members 
Mstep: Class 12 contains 153827 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171615 members 
Mstep: Class 17 contains 9613 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 77119 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759128.000000 Penalty: 84699.109375
Iteration 197Q: 26 clusters Score -1.057591e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160435 members 
Mstep: Class 3 contains 39902 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 8 contains 8786 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 11604 members 
Mstep: Class 11 contains 14715 members 
Mstep: Class 12 contains 153837 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171598 members 
Mstep: Class 17 contains 9606 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 77128 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759072.000000 Penalty: 84699.109375
Iteration 198Q: 26 clusters Score -1.057591e+08 nChanged 994
Entering ConstructFrom: 
Score: -105759072.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 307 members 
Entering Unmasked Estep 
Score: -68052.375000 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68052.38 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68421.750000 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68421.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68646.781250 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68646.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68906.593750 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -68906.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69338.210938 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -69338.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69705.835938 Penalty: 3218.645508
	Iteration 5F: 3 clusters Score -69705.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69915.664062 Penalty: 3218.645508
	Iteration 6F: 3 clusters Score -69915.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70050.304688 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -70050.3 nChanged 10
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: -70120.156250 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -70120.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70142.945312 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -70142.95 nChanged 1
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: -70144.960938 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -70144.96 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: -70144.960938 Penalty: 3218.645508
	Iteration 11F: 3 clusters Score -70144.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 160433 members 
Mstep: Class 3 contains 39929 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14342 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 11602 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 153837 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171582 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 77132 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156496 members 
Entering Unmasked Estep 
Score: -105757864.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105759072.000000 to -105757864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (160433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160433 members 
Entering Unmasked Estep 
Score: -20288960.000000 Penalty: 2972.436768
	Iteration 0F: 2 clusters Score -2.028896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -20183656.000000 Penalty: 5944.873535
	Iteration 0F: 3 clusters Score -2.018366e+07 nChanged 76739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -20228592.000000 Penalty: 5944.873535
	Iteration 1F: 3 clusters Score -2.022859e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -20229800.000000 Penalty: 5944.873535
	Iteration 2Q: 3 clusters Score -2.02298e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -20231258.000000 Penalty: 5944.873535
	Iteration 3Q: 3 clusters Score -2.023126e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -20233080.000000 Penalty: 5944.873535
	Iteration 4Q: 3 clusters Score -2.023308e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -20235160.000000 Penalty: 5944.873535
	Iteration 5Q: 3 clusters Score -2.023516e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -20238168.000000 Penalty: 5944.873535
	Iteration 6Q: 3 clusters Score -2.023817e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -20242614.000000 Penalty: 5944.873535
	Iteration 7F: 3 clusters Score -2.024261e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -20249570.000000 Penalty: 5944.873535
	Iteration 8F: 3 clusters Score -2.024957e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -20257654.000000 Penalty: 5944.873535
	Iteration 9F: 3 clusters Score -2.025765e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -20263774.000000 Penalty: 5944.873535
	Iteration 10F: 3 clusters Score -2.026377e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -20267304.000000 Penalty: 5944.873535
	Iteration 11Q: 3 clusters Score -2.02673e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122029 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -20269146.000000 Penalty: 5944.873535
	Iteration 12Q: 3 clusters Score -2.026915e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -20270628.000000 Penalty: 5944.873535
	Iteration 13Q: 3 clusters Score -2.027063e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -20272160.000000 Penalty: 5944.873535
	Iteration 14Q: 3 clusters Score -2.027216e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -20273676.000000 Penalty: 5944.873535
	Iteration 15Q: 3 clusters Score -2.027368e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135427 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -20275310.000000 Penalty: 5944.873535
	Iteration 16Q: 3 clusters Score -2.027531e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -20277046.000000 Penalty: 5944.873535
	Iteration 17Q: 3 clusters Score -2.027705e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -20278778.000000 Penalty: 5944.873535
	Iteration 18Q: 3 clusters Score -2.027878e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -20280398.000000 Penalty: 5944.873535
	Iteration 19Q: 3 clusters Score -2.02804e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -20281804.000000 Penalty: 5944.873535
	Iteration 20F: 3 clusters Score -2.02818e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -20283192.000000 Penalty: 5944.873535
	Iteration 21Q: 3 clusters Score -2.028319e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -20284288.000000 Penalty: 5944.873535
	Iteration 22Q: 3 clusters Score -2.028429e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152752 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -20285108.000000 Penalty: 5944.873535
	Iteration 23Q: 3 clusters Score -2.028511e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153965 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -20285674.000000 Penalty: 5944.873535
	Iteration 24Q: 3 clusters Score -2.028567e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -20286142.000000 Penalty: 5944.873535
	Iteration 25Q: 3 clusters Score -2.028614e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -20286390.000000 Penalty: 5944.873535
	Iteration 26Q: 3 clusters Score -2.028639e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -20286556.000000 Penalty: 5944.873535
	Iteration 27Q: 3 clusters Score -2.028656e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156696 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -20286700.000000 Penalty: 5944.873535
	Iteration 28Q: 3 clusters Score -2.02867e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20286774.000000 Penalty: 5944.873535
	Iteration 29Q: 3 clusters Score -2.028677e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -20286772.000000 Penalty: 5944.873535
	Iteration 30Q: 3 clusters Score -2.028677e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157579 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -20286862.000000 Penalty: 5944.873535
	Iteration 31Q: 3 clusters Score -2.028686e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -20286900.000000 Penalty: 5944.873535
	Iteration 32Q: 3 clusters Score -2.02869e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20286934.000000 Penalty: 5944.873535
	Iteration 33Q: 3 clusters Score -2.028693e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158080 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20286900.000000 Penalty: 5944.873535
	Iteration 34Q: 3 clusters Score -2.02869e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158203 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -20286926.000000 Penalty: 5944.873535
	Iteration 35Q: 3 clusters Score -2.028693e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20286942.000000 Penalty: 5944.873535
	Iteration 36Q: 3 clusters Score -2.028694e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20286962.000000 Penalty: 5944.873535
	Iteration 37Q: 3 clusters Score -2.028696e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20286972.000000 Penalty: 5944.873535
	Iteration 38Q: 3 clusters Score -2.028697e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158545 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20286996.000000 Penalty: 5944.873535
	Iteration 39Q: 3 clusters Score -2.0287e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20286996.000000 Penalty: 5944.873535
	Iteration 40F: 3 clusters Score -2.0287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -20286982.000000 Penalty: 5944.873535
	Iteration 41Q: 3 clusters Score -2.028698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20286984.000000 Penalty: 5944.873535
	Iteration 42Q: 3 clusters Score -2.028698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158684 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20286978.000000 Penalty: 5944.873535
	Iteration 43Q: 3 clusters Score -2.028698e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20287014.000000 Penalty: 5944.873535
	Iteration 44Q: 3 clusters Score -2.028701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -20287016.000000 Penalty: 5944.873535
	Iteration 45Q: 3 clusters Score -2.028702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20287020.000000 Penalty: 5944.873535
	Iteration 46Q: 3 clusters Score -2.028702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20287026.000000 Penalty: 5944.873535
	Iteration 47Q: 3 clusters Score -2.028703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -20287030.000000 Penalty: 5944.873535
	Iteration 48Q: 3 clusters Score -2.028703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -20287022.000000 Penalty: 5944.873535
	Iteration 49Q: 3 clusters Score -2.028702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20287024.000000 Penalty: 5944.873535
	Iteration 50Q: 3 clusters Score -2.028702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20287038.000000 Penalty: 5944.873535
	Iteration 51Q: 3 clusters Score -2.028704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158873 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -20287040.000000 Penalty: 5944.873535
	Iteration 52Q: 3 clusters Score -2.028704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158890 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -20287048.000000 Penalty: 5944.873535
	Iteration 53Q: 3 clusters Score -2.028705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158898 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -20287044.000000 Penalty: 5944.873535
	Iteration 54Q: 3 clusters Score -2.028704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20287042.000000 Penalty: 5944.873535
	Iteration 55Q: 3 clusters Score -2.028704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20287034.000000 Penalty: 5944.873535
	Iteration 56Q: 3 clusters Score -2.028703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20287032.000000 Penalty: 5944.873535
	Iteration 57Q: 3 clusters Score -2.028703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20287058.000000 Penalty: 5944.873535
	Iteration 58Q: 3 clusters Score -2.028706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20287040.000000 Penalty: 5944.873535
	Iteration 59Q: 3 clusters Score -2.028704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158924 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20287052.000000 Penalty: 5944.873535
	Iteration 60F: 3 clusters Score -2.028705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20287034.000000 Penalty: 5944.873535
	Iteration 61Q: 3 clusters Score -2.028703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158928 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -20287044.000000 Penalty: 5944.873535
	Iteration 62Q: 3 clusters Score -2.028704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20287044.000000 Penalty: 5944.873535
	Iteration 63Q: 3 clusters Score -2.028704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20287044.000000 Penalty: 5944.873535
	Iteration 64F: 3 clusters Score -2.028704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Entering Unmasked Estep 
Score: -5112065.000000 Penalty: 2627.524902
	Iteration 0F: 2 clusters Score -5112065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5084872.500000 Penalty: 5255.049805
	Iteration 0F: 3 clusters Score -5084872 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5095060.000000 Penalty: 5255.049805
	Iteration 1F: 3 clusters Score -5095060 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5095666.500000 Penalty: 5255.049805
	Iteration 2Q: 3 clusters Score -5095666 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5096329.000000 Penalty: 5255.049805
	Iteration 3Q: 3 clusters Score -5096329 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5097242.000000 Penalty: 5255.049805
	Iteration 4Q: 3 clusters Score -5097242 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5098480.500000 Penalty: 5255.049805
	Iteration 5F: 3 clusters Score -5098480 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -5100333.000000 Penalty: 5255.049805
	Iteration 6F: 3 clusters Score -5100333 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -5102920.000000 Penalty: 5255.049805
	Iteration 7F: 3 clusters Score -5102920 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5105775.000000 Penalty: 5255.049805
	Iteration 8F: 3 clusters Score -5105775 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -5107825.500000 Penalty: 5255.049805
	Iteration 9F: 3 clusters Score -5107826 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5108902.000000 Penalty: 5255.049805
	Iteration 10Q: 3 clusters Score -5108902 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -5109451.500000 Penalty: 5255.049805
	Iteration 11Q: 3 clusters Score -5109452 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5109710.500000 Penalty: 5255.049805
	Iteration 12Q: 3 clusters Score -5109710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5109863.500000 Penalty: 5255.049805
	Iteration 13Q: 3 clusters Score -5109864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5109948.500000 Penalty: 5255.049805
	Iteration 14Q: 3 clusters Score -5109948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5109986.500000 Penalty: 5255.049805
	Iteration 15Q: 3 clusters Score -5109986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -5110005.500000 Penalty: 5255.049805
	Iteration 16Q: 3 clusters Score -5110006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5110014.500000 Penalty: 5255.049805
	Iteration 17Q: 3 clusters Score -5110014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5110026.500000 Penalty: 5255.049805
	Iteration 18Q: 3 clusters Score -5110026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5110028.500000 Penalty: 5255.049805
	Iteration 19Q: 3 clusters Score -5110028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -5110027.000000 Penalty: 5255.049805
	Iteration 20F: 3 clusters Score -5110027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -31574.681641 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -31574.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30465.615234 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -30465.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30885.933594 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -30885.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31037.226562 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -31037.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31115.679688 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -31115.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31141.775391 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -31141.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31170.347656 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -31170.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31183.181641 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -31183.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31210.080078 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -31210.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31271.523438 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -31271.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31302.589844 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -31302.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31308.859375 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -31308.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31308.859375 Penalty: 2882.325928
	Iteration 11F: 3 clusters Score -31308.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 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 89 members 
Entering Unmasked Estep 
Score: -17072.824219 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17072.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17139.601562 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17159.044922 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17159.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17159.044922 Penalty: 2589.296631
	Iteration 3F: 3 clusters Score -17159.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78075.812500 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78075.81 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78403.250000 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78403.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78527.007812 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78527.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78576.062500 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -78576.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78624.281250 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78624.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78667.007812 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78667.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78695.125000 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78695.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78714.195312 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78739.765625 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -78739.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78772.406250 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -78772.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78817.468750 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -78817.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78849.375000 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -78849.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78888.289062 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -78888.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78907.726562 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -78907.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78945.593750 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -78945.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78966.187500 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -78966.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78977.421875 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -78977.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78996.656250 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -78996.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79010.125000 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -79010.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79016.867188 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -79016.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79021.117188 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -79021.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79028.445312 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -79028.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79037.187500 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -79037.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79047.109375 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -79047.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79057.210938 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -79057.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79066.828125 Penalty: 3261.237549
	Iteration 25Q: 3 clusters Score -79066.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79083.078125 Penalty: 3261.237549
	Iteration 26Q: 3 clusters Score -79083.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79088.453125 Penalty: 3261.237549
	Iteration 27Q: 3 clusters Score -79088.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79100.257812 Penalty: 3261.237549
	Iteration 28Q: 3 clusters Score -79100.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79105.015625 Penalty: 3261.237549
	Iteration 29Q: 3 clusters Score -79105.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79110.492188 Penalty: 3261.237549
	Iteration 30Q: 3 clusters Score -79110.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79117.203125 Penalty: 3261.237549
	Iteration 31Q: 3 clusters Score -79117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79121.546875 Penalty: 3261.237549
	Iteration 32Q: 3 clusters Score -79121.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79126.093750 Penalty: 3261.237549
	Iteration 33Q: 3 clusters Score -79126.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79136.507812 Penalty: 3261.237549
	Iteration 34Q: 3 clusters Score -79136.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79145.585938 Penalty: 3261.237549
	Iteration 35Q: 3 clusters Score -79145.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79148.726562 Penalty: 3261.237549
	Iteration 36Q: 3 clusters Score -79148.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79153.351562 Penalty: 3261.237549
	Iteration 37Q: 3 clusters Score -79153.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79162.101562 Penalty: 3261.237549
	Iteration 38Q: 3 clusters Score -79162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79163.101562 Penalty: 3261.237549
	Iteration 39F: 3 clusters Score -79163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79166.750000 Penalty: 3261.237549
	Iteration 40F: 3 clusters Score -79166.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79194.562500 Penalty: 3261.237549
	Iteration 41Q: 3 clusters Score -79194.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79287.343750 Penalty: 3261.237549
	Iteration 42Q: 3 clusters Score -79287.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79548.375000 Penalty: 3261.237549
	Iteration 43Q: 3 clusters Score -79548.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79649.023438 Penalty: 3261.237549
	Iteration 44Q: 3 clusters Score -79649.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79679.039062 Penalty: 3261.237549
	Iteration 45Q: 3 clusters Score -79679.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79725.695312 Penalty: 3261.237549
	Iteration 46Q: 3 clusters Score -79725.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79761.203125 Penalty: 3261.237549
	Iteration 47Q: 3 clusters Score -79761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79802.210938 Penalty: 3261.237549
	Iteration 48Q: 3 clusters Score -79802.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79837.500000 Penalty: 3261.237549
	Iteration 49Q: 3 clusters Score -79837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79859.484375 Penalty: 3261.237549
	Iteration 50Q: 3 clusters Score -79859.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79865.804688 Penalty: 3261.237549
	Iteration 51Q: 3 clusters Score -79865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79884.226562 Penalty: 3261.237549
	Iteration 52Q: 3 clusters Score -79884.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79901.375000 Penalty: 3261.237549
	Iteration 53Q: 3 clusters Score -79901.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79902.937500 Penalty: 3261.237549
	Iteration 54Q: 3 clusters Score -79902.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79902.937500 Penalty: 3261.237549
	Iteration 55F: 3 clusters Score -79902.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160433 members 
Mstep: Class 3 contains 39929 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 14342 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 11602 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 153837 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171582 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 77132 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156496 members 
Entering Unmasked Estep 
Score: -105757456.000000 Penalty: 88087.070312
Splitting cluster 6 changes total score from -105759072.000000 to -105757456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -1817542.625000 Penalty: 2373.594971
	Iteration 0F: 2 clusters Score -1817543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1807056.250000 Penalty: 4747.189941
	Iteration 0F: 3 clusters Score -1807056 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1810395.000000 Penalty: 4747.189941
	Iteration 1F: 3 clusters Score -1810395 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1810652.875000 Penalty: 4747.189941
	Iteration 2F: 3 clusters Score -1810653 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1810859.250000 Penalty: 4747.189941
	Iteration 3Q: 3 clusters Score -1810859 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1811023.125000 Penalty: 4747.189941
	Iteration 4Q: 3 clusters Score -1811023 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1811180.750000 Penalty: 4747.189941
	Iteration 5Q: 3 clusters Score -1811181 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1811328.250000 Penalty: 4747.189941
	Iteration 6Q: 3 clusters Score -1811328 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1811505.500000 Penalty: 4747.189941
	Iteration 7Q: 3 clusters Score -1811506 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1811717.750000 Penalty: 4747.189941
	Iteration 8Q: 3 clusters Score -1811718 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1812037.250000 Penalty: 4747.189941
	Iteration 9Q: 3 clusters Score -1812037 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1812448.375000 Penalty: 4747.189941
	Iteration 10Q: 3 clusters Score -1812448 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1813021.250000 Penalty: 4747.189941
	Iteration 11F: 3 clusters Score -1813021 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1813702.875000 Penalty: 4747.189941
	Iteration 12F: 3 clusters Score -1813703 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1814323.625000 Penalty: 4747.189941
	Iteration 13Q: 3 clusters Score -1814324 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1814745.875000 Penalty: 4747.189941
	Iteration 14Q: 3 clusters Score -1814746 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1815051.750000 Penalty: 4747.189941
	Iteration 15Q: 3 clusters Score -1815052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1815206.750000 Penalty: 4747.189941
	Iteration 16Q: 3 clusters Score -1815207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1815282.500000 Penalty: 4747.189941
	Iteration 17Q: 3 clusters Score -1815282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1815327.625000 Penalty: 4747.189941
	Iteration 18Q: 3 clusters Score -1815328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1815363.000000 Penalty: 4747.189941
	Iteration 19Q: 3 clusters Score -1815363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1815376.250000 Penalty: 4747.189941
	Iteration 20F: 3 clusters Score -1815376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1815389.125000 Penalty: 4747.189941
	Iteration 21Q: 3 clusters Score -1815389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1815400.125000 Penalty: 4747.189941
	Iteration 22Q: 3 clusters Score -1815400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1815408.375000 Penalty: 4747.189941
	Iteration 23Q: 3 clusters Score -1815408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1815415.250000 Penalty: 4747.189941
	Iteration 24Q: 3 clusters Score -1815415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1815419.000000 Penalty: 4747.189941
	Iteration 25Q: 3 clusters Score -1815419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1815419.250000 Penalty: 4747.189941
	Iteration 26Q: 3 clusters Score -1815419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1815422.125000 Penalty: 4747.189941
	Iteration 27Q: 3 clusters Score -1815422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1815422.125000 Penalty: 4747.189941
	Iteration 28F: 3 clusters Score -1815422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1095690.750000 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -1095691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1088818.875000 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -1088819 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1090656.500000 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -1090656 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1090907.125000 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -1090907 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1091070.750000 Penalty: 4501.813965
	Iteration 3Q: 3 clusters Score -1091071 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1091185.500000 Penalty: 4501.813965
	Iteration 4Q: 3 clusters Score -1091186 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1091288.000000 Penalty: 4501.813965
	Iteration 5Q: 3 clusters Score -1091288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1091379.000000 Penalty: 4501.813965
	Iteration 6Q: 3 clusters Score -1091379 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1091465.375000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -1091465 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1091546.750000 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -1091547 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1091613.875000 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -1091614 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1091704.000000 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -1091704 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1091789.000000 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -1091789 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1091872.625000 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -1091873 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1091959.750000 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -1091960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1092070.125000 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -1092070 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1092188.625000 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -1092189 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1092315.750000 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -1092316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1092430.625000 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -1092431 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1092548.125000 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -1092548 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1092662.750000 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -1092663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1092759.875000 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -1092760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1092840.750000 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -1092841 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1092917.125000 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -1092917 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1092982.500000 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -1092982 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1093042.750000 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -1093043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1093098.250000 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -1093098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1093143.250000 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -1093143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1093179.750000 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -1093180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1093209.375000 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -1093209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1093235.875000 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -1093236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1093266.875000 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -1093267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1093290.250000 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -1093290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1093308.125000 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -1093308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1093337.500000 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -1093338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1093363.500000 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -1093364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1093384.875000 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -1093385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1093402.625000 Penalty: 4501.813965
	Iteration 36Q: 3 clusters Score -1093403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1093421.250000 Penalty: 4501.813965
	Iteration 37Q: 3 clusters Score -1093421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1093442.000000 Penalty: 4501.813965
	Iteration 38Q: 3 clusters Score -1093442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1093453.000000 Penalty: 4501.813965
	Iteration 39Q: 3 clusters Score -1093453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1093472.625000 Penalty: 4501.813965
	Iteration 40F: 3 clusters Score -1093473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1093488.375000 Penalty: 4501.813965
	Iteration 41Q: 3 clusters Score -1093488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1093512.500000 Penalty: 4501.813965
	Iteration 42Q: 3 clusters Score -1093512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1093533.750000 Penalty: 4501.813965
	Iteration 43Q: 3 clusters Score -1093534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1093561.375000 Penalty: 4501.813965
	Iteration 44Q: 3 clusters Score -1093561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1093582.375000 Penalty: 4501.813965
	Iteration 45Q: 3 clusters Score -1093582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1093605.500000 Penalty: 4501.813965
	Iteration 46Q: 3 clusters Score -1093606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1093623.250000 Penalty: 4501.813965
	Iteration 47Q: 3 clusters Score -1093623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1093644.000000 Penalty: 4501.813965
	Iteration 48Q: 3 clusters Score -1093644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1093662.125000 Penalty: 4501.813965
	Iteration 49Q: 3 clusters Score -1093662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1093675.250000 Penalty: 4501.813965
	Iteration 50Q: 3 clusters Score -1093675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1093693.375000 Penalty: 4501.813965
	Iteration 51Q: 3 clusters Score -1093693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1093705.875000 Penalty: 4501.813965
	Iteration 52Q: 3 clusters Score -1093706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1093717.375000 Penalty: 4501.813965
	Iteration 53Q: 3 clusters Score -1093717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1093727.500000 Penalty: 4501.813965
	Iteration 54Q: 3 clusters Score -1093728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1093732.500000 Penalty: 4501.813965
	Iteration 55Q: 3 clusters Score -1093732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1093739.625000 Penalty: 4501.813965
	Iteration 56Q: 3 clusters Score -1093740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1093744.125000 Penalty: 4501.813965
	Iteration 57Q: 3 clusters Score -1093744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1093749.625000 Penalty: 4501.813965
	Iteration 58Q: 3 clusters Score -1093750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1093752.000000 Penalty: 4501.813965
	Iteration 59Q: 3 clusters Score -1093752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1093755.750000 Penalty: 4501.813965
	Iteration 60F: 3 clusters Score -1093756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1093757.000000 Penalty: 4501.813965
	Iteration 61Q: 3 clusters Score -1093757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1093761.000000 Penalty: 4501.813965
	Iteration 62Q: 3 clusters Score -1093761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1093765.625000 Penalty: 4501.813965
	Iteration 63Q: 3 clusters Score -1093766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1093771.875000 Penalty: 4501.813965
	Iteration 64Q: 3 clusters Score -1093772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1093777.125000 Penalty: 4501.813965
	Iteration 65Q: 3 clusters Score -1093777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1093781.125000 Penalty: 4501.813965
	Iteration 66Q: 3 clusters Score -1093781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1093780.750000 Penalty: 4501.813965
	Iteration 67Q: 3 clusters Score -1093781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1093783.500000 Penalty: 4501.813965
	Iteration 68Q: 3 clusters Score -1093784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1093784.125000 Penalty: 4501.813965
	Iteration 69Q: 3 clusters Score -1093784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1093784.125000 Penalty: 4501.813965
	Iteration 70F: 3 clusters Score -1093784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Entering Unmasked Estep 
Score: -787434.125000 Penalty: 2167.563965
	Iteration 0F: 2 clusters Score -787434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -782145.750000 Penalty: 4335.127930
	Iteration 0F: 3 clusters Score -782145.8 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -783429.312500 Penalty: 4335.127930
	Iteration 1F: 3 clusters Score -783429.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -783671.250000 Penalty: 4335.127930
	Iteration 2F: 3 clusters Score -783671.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -783822.000000 Penalty: 4335.127930
	Iteration 3Q: 3 clusters Score -783822 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -783952.312500 Penalty: 4335.127930
	Iteration 4Q: 3 clusters Score -783952.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -784047.625000 Penalty: 4335.127930
	Iteration 5Q: 3 clusters Score -784047.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -784144.812500 Penalty: 4335.127930
	Iteration 6Q: 3 clusters Score -784144.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -784267.875000 Penalty: 4335.127930
	Iteration 7Q: 3 clusters Score -784267.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -784412.062500 Penalty: 4335.127930
	Iteration 8Q: 3 clusters Score -784412.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -784567.187500 Penalty: 4335.127930
	Iteration 9Q: 3 clusters Score -784567.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -784701.312500 Penalty: 4335.127930
	Iteration 10Q: 3 clusters Score -784701.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -784828.437500 Penalty: 4335.127930
	Iteration 11Q: 3 clusters Score -784828.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -784930.625000 Penalty: 4335.127930
	Iteration 12Q: 3 clusters Score -784930.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -785019.187500 Penalty: 4335.127930
	Iteration 13Q: 3 clusters Score -785019.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -785088.187500 Penalty: 4335.127930
	Iteration 14Q: 3 clusters Score -785088.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -785138.187500 Penalty: 4335.127930
	Iteration 15Q: 3 clusters Score -785138.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -785193.500000 Penalty: 4335.127930
	Iteration 16Q: 3 clusters Score -785193.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -785262.250000 Penalty: 4335.127930
	Iteration 17Q: 3 clusters Score -785262.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -785318.375000 Penalty: 4335.127930
	Iteration 18Q: 3 clusters Score -785318.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -785361.937500 Penalty: 4335.127930
	Iteration 19Q: 3 clusters Score -785361.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -785385.187500 Penalty: 4335.127930
	Iteration 20F: 3 clusters Score -785385.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -785412.000000 Penalty: 4335.127930
	Iteration 21Q: 3 clusters Score -785412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -785428.437500 Penalty: 4335.127930
	Iteration 22Q: 3 clusters Score -785428.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -785452.500000 Penalty: 4335.127930
	Iteration 23Q: 3 clusters Score -785452.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -785482.750000 Penalty: 4335.127930
	Iteration 24Q: 3 clusters Score -785482.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -785499.312500 Penalty: 4335.127930
	Iteration 25Q: 3 clusters Score -785499.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -785511.062500 Penalty: 4335.127930
	Iteration 26Q: 3 clusters Score -785511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -785520.437500 Penalty: 4335.127930
	Iteration 27Q: 3 clusters Score -785520.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -785529.375000 Penalty: 4335.127930
	Iteration 28Q: 3 clusters Score -785529.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -785534.562500 Penalty: 4335.127930
	Iteration 29Q: 3 clusters Score -785534.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -785543.000000 Penalty: 4335.127930
	Iteration 30Q: 3 clusters Score -785543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -785549.125000 Penalty: 4335.127930
	Iteration 31Q: 3 clusters Score -785549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -785553.125000 Penalty: 4335.127930
	Iteration 32Q: 3 clusters Score -785553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -785557.250000 Penalty: 4335.127930
	Iteration 33Q: 3 clusters Score -785557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -785561.875000 Penalty: 4335.127930
	Iteration 34Q: 3 clusters Score -785561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -785565.000000 Penalty: 4335.127930
	Iteration 35Q: 3 clusters Score -785565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -785568.062500 Penalty: 4335.127930
	Iteration 36Q: 3 clusters Score -785568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -785570.312500 Penalty: 4335.127930
	Iteration 37Q: 3 clusters Score -785570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -785573.062500 Penalty: 4335.127930
	Iteration 38Q: 3 clusters Score -785573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -785575.250000 Penalty: 4335.127930
	Iteration 39Q: 3 clusters Score -785575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -785575.812500 Penalty: 4335.127930
	Iteration 40F: 3 clusters Score -785575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -785577.875000 Penalty: 4335.127930
	Iteration 41Q: 3 clusters Score -785577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -785577.625000 Penalty: 4335.127930
	Iteration 42Q: 3 clusters Score -785577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -785577.500000 Penalty: 4335.127930
	Iteration 43Q: 3 clusters Score -785577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -785578.750000 Penalty: 4335.127930
	Iteration 44Q: 3 clusters Score -785578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -785578.750000 Penalty: 4335.127930
	Iteration 45F: 3 clusters Score -785578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Entering Unmasked Estep 
Score: -1484989.125000 Penalty: 2321.015137
	Iteration 0F: 2 clusters Score -1484989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1476331.500000 Penalty: 4642.030273
	Iteration 0F: 3 clusters Score -1476332 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1478850.500000 Penalty: 4642.030273
	Iteration 1F: 3 clusters Score -1478850 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1479199.250000 Penalty: 4642.030273
	Iteration 2F: 3 clusters Score -1479199 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1479521.000000 Penalty: 4642.030273
	Iteration 3F: 3 clusters Score -1479521 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1479824.000000 Penalty: 4642.030273
	Iteration 4Q: 3 clusters Score -1479824 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1480119.125000 Penalty: 4642.030273
	Iteration 5Q: 3 clusters Score -1480119 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1480419.500000 Penalty: 4642.030273
	Iteration 6Q: 3 clusters Score -1480420 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1480733.000000 Penalty: 4642.030273
	Iteration 7Q: 3 clusters Score -1480733 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1481060.250000 Penalty: 4642.030273
	Iteration 8Q: 3 clusters Score -1481060 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1481381.750000 Penalty: 4642.030273
	Iteration 9Q: 3 clusters Score -1481382 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1481681.125000 Penalty: 4642.030273
	Iteration 10Q: 3 clusters Score -1481681 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1481956.250000 Penalty: 4642.030273
	Iteration 11Q: 3 clusters Score -1481956 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1482153.625000 Penalty: 4642.030273
	Iteration 12Q: 3 clusters Score -1482154 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1482337.125000 Penalty: 4642.030273
	Iteration 13Q: 3 clusters Score -1482337 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1482462.250000 Penalty: 4642.030273
	Iteration 14Q: 3 clusters Score -1482462 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1482602.250000 Penalty: 4642.030273
	Iteration 15Q: 3 clusters Score -1482602 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1482693.375000 Penalty: 4642.030273
	Iteration 16Q: 3 clusters Score -1482693 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1482747.625000 Penalty: 4642.030273
	Iteration 17Q: 3 clusters Score -1482748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1482801.875000 Penalty: 4642.030273
	Iteration 18Q: 3 clusters Score -1482802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1482843.125000 Penalty: 4642.030273
	Iteration 19Q: 3 clusters Score -1482843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1482872.000000 Penalty: 4642.030273
	Iteration 20F: 3 clusters Score -1482872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1482894.625000 Penalty: 4642.030273
	Iteration 21Q: 3 clusters Score -1482895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1482908.625000 Penalty: 4642.030273
	Iteration 22Q: 3 clusters Score -1482909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1482916.500000 Penalty: 4642.030273
	Iteration 23Q: 3 clusters Score -1482916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1482927.750000 Penalty: 4642.030273
	Iteration 24Q: 3 clusters Score -1482928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1482936.125000 Penalty: 4642.030273
	Iteration 25Q: 3 clusters Score -1482936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1482954.625000 Penalty: 4642.030273
	Iteration 26Q: 3 clusters Score -1482955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1482964.625000 Penalty: 4642.030273
	Iteration 27Q: 3 clusters Score -1482965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1482973.875000 Penalty: 4642.030273
	Iteration 28Q: 3 clusters Score -1482974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1482979.375000 Penalty: 4642.030273
	Iteration 29Q: 3 clusters Score -1482979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1482987.750000 Penalty: 4642.030273
	Iteration 30Q: 3 clusters Score -1482988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1482990.375000 Penalty: 4642.030273
	Iteration 31Q: 3 clusters Score -1482990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1482991.500000 Penalty: 4642.030273
	Iteration 32Q: 3 clusters Score -1482992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1482991.500000 Penalty: 4642.030273
	Iteration 33F: 3 clusters Score -1482992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Entering Unmasked Estep 
Score: -1856344.750000 Penalty: 2380.181396
	Iteration 0F: 2 clusters Score -1856345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1845677.625000 Penalty: 4760.362793
	Iteration 0F: 3 clusters Score -1845678 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1849039.250000 Penalty: 4760.362793
	Iteration 1F: 3 clusters Score -1849039 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1849432.375000 Penalty: 4760.362793
	Iteration 2F: 3 clusters Score -1849432 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1849880.250000 Penalty: 4760.362793
	Iteration 3Q: 3 clusters Score -1849880 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1850382.500000 Penalty: 4760.362793
	Iteration 4Q: 3 clusters Score -1850382 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1850885.375000 Penalty: 4760.362793
	Iteration 5F: 3 clusters Score -1850885 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1851403.250000 Penalty: 4760.362793
	Iteration 6F: 3 clusters Score -1851403 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1852020.125000 Penalty: 4760.362793
	Iteration 7F: 3 clusters Score -1852020 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1852708.625000 Penalty: 4760.362793
	Iteration 8F: 3 clusters Score -1852709 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1853427.000000 Penalty: 4760.362793
	Iteration 9F: 3 clusters Score -1853427 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1854042.375000 Penalty: 4760.362793
	Iteration 10F: 3 clusters Score -1854042 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1854476.125000 Penalty: 4760.362793
	Iteration 11Q: 3 clusters Score -1854476 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1854711.875000 Penalty: 4760.362793
	Iteration 12Q: 3 clusters Score -1854712 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1854808.625000 Penalty: 4760.362793
	Iteration 13Q: 3 clusters Score -1854809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1854860.250000 Penalty: 4760.362793
	Iteration 14Q: 3 clusters Score -1854860 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1854879.875000 Penalty: 4760.362793
	Iteration 15Q: 3 clusters Score -1854880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1854910.250000 Penalty: 4760.362793
	Iteration 16Q: 3 clusters Score -1854910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1854920.875000 Penalty: 4760.362793
	Iteration 17Q: 3 clusters Score -1854921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1854928.375000 Penalty: 4760.362793
	Iteration 18Q: 3 clusters Score -1854928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1854940.375000 Penalty: 4760.362793
	Iteration 19Q: 3 clusters Score -1854940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1854956.250000 Penalty: 4760.362793
	Iteration 20F: 3 clusters Score -1854956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1854963.000000 Penalty: 4760.362793
	Iteration 21Q: 3 clusters Score -1854963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1854965.000000 Penalty: 4760.362793
	Iteration 22Q: 3 clusters Score -1854965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1854967.750000 Penalty: 4760.362793
	Iteration 23Q: 3 clusters Score -1854968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1854975.000000 Penalty: 4760.362793
	Iteration 24Q: 3 clusters Score -1854975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1854976.125000 Penalty: 4760.362793
	Iteration 25Q: 3 clusters Score -1854976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1854982.875000 Penalty: 4760.362793
	Iteration 26Q: 3 clusters Score -1854983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1854991.375000 Penalty: 4760.362793
	Iteration 27Q: 3 clusters Score -1854991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1854996.000000 Penalty: 4760.362793
	Iteration 28Q: 3 clusters Score -1854996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1854997.375000 Penalty: 4760.362793
	Iteration 29Q: 3 clusters Score -1854997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1855007.125000 Penalty: 4760.362793
	Iteration 30Q: 3 clusters Score -1855007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1855013.625000 Penalty: 4760.362793
	Iteration 31Q: 3 clusters Score -1855014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1855022.500000 Penalty: 4760.362793
	Iteration 32Q: 3 clusters Score -1855022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1855030.250000 Penalty: 4760.362793
	Iteration 33Q: 3 clusters Score -1855030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1855032.500000 Penalty: 4760.362793
	Iteration 34Q: 3 clusters Score -1855032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1855037.125000 Penalty: 4760.362793
	Iteration 35Q: 3 clusters Score -1855037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1855042.000000 Penalty: 4760.362793
	Iteration 36Q: 3 clusters Score -1855042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1855048.000000 Penalty: 4760.362793
	Iteration 37Q: 3 clusters Score -1855048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1855053.875000 Penalty: 4760.362793
	Iteration 38Q: 3 clusters Score -1855054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1855054.375000 Penalty: 4760.362793
	Iteration 39Q: 3 clusters Score -1855054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1855062.250000 Penalty: 4760.362793
	Iteration 40F: 3 clusters Score -1855062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1855063.250000 Penalty: 4760.362793
	Iteration 41Q: 3 clusters Score -1855063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1855067.750000 Penalty: 4760.362793
	Iteration 42Q: 3 clusters Score -1855068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1855067.625000 Penalty: 4760.362793
	Iteration 43Q: 3 clusters Score -1855068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1855072.500000 Penalty: 4760.362793
	Iteration 44Q: 3 clusters Score -1855072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1855074.875000 Penalty: 4760.362793
	Iteration 45Q: 3 clusters Score -1855075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1855078.250000 Penalty: 4760.362793
	Iteration 46Q: 3 clusters Score -1855078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1855082.500000 Penalty: 4760.362793
	Iteration 47Q: 3 clusters Score -1855082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1855093.500000 Penalty: 4760.362793
	Iteration 48Q: 3 clusters Score -1855094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1855100.000000 Penalty: 4760.362793
	Iteration 49Q: 3 clusters Score -1855100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1855108.125000 Penalty: 4760.362793
	Iteration 50Q: 3 clusters Score -1855108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1855106.000000 Penalty: 4760.362793
	Iteration 51Q: 3 clusters Score -1855106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1855106.500000 Penalty: 4760.362793
	Iteration 52Q: 3 clusters Score -1855106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1855112.750000 Penalty: 4760.362793
	Iteration 53Q: 3 clusters Score -1855113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1855116.125000 Penalty: 4760.362793
	Iteration 54Q: 3 clusters Score -1855116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1855112.375000 Penalty: 4760.362793
	Iteration 55Q: 3 clusters Score -1855112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1855113.000000 Penalty: 4760.362793
	Iteration 56Q: 3 clusters Score -1855113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1855113.875000 Penalty: 4760.362793
	Iteration 57Q: 3 clusters Score -1855114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1855116.500000 Penalty: 4760.362793
	Iteration 58Q: 3 clusters Score -1855116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1855120.625000 Penalty: 4760.362793
	Iteration 59Q: 3 clusters Score -1855121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1855124.000000 Penalty: 4760.362793
	Iteration 60F: 3 clusters Score -1855124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1855125.625000 Penalty: 4760.362793
	Iteration 61Q: 3 clusters Score -1855126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1855128.500000 Penalty: 4760.362793
	Iteration 62Q: 3 clusters Score -1855128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1855128.375000 Penalty: 4760.362793
	Iteration 63Q: 3 clusters Score -1855128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1855125.125000 Penalty: 4760.362793
	Iteration 64Q: 3 clusters Score -1855125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1855125.625000 Penalty: 4760.362793
	Iteration 65Q: 3 clusters Score -1855126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1855130.625000 Penalty: 4760.362793
	Iteration 66Q: 3 clusters Score -1855131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1855129.250000 Penalty: 4760.362793
	Iteration 67Q: 3 clusters Score -1855129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1855129.875000 Penalty: 4760.362793
	Iteration 68Q: 3 clusters Score -1855130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1855132.500000 Penalty: 4760.362793
	Iteration 69Q: 3 clusters Score -1855132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1855137.000000 Penalty: 4760.362793
	Iteration 70Q: 3 clusters Score -1855137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1855135.000000 Penalty: 4760.362793
	Iteration 71Q: 3 clusters Score -1855135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1855135.375000 Penalty: 4760.362793
	Iteration 72Q: 3 clusters Score -1855135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1855138.500000 Penalty: 4760.362793
	Iteration 73Q: 3 clusters Score -1855138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1855141.625000 Penalty: 4760.362793
	Iteration 74Q: 3 clusters Score -1855142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1855142.000000 Penalty: 4760.362793
	Iteration 75Q: 3 clusters Score -1855142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1855140.875000 Penalty: 4760.362793
	Iteration 76Q: 3 clusters Score -1855141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1855139.125000 Penalty: 4760.362793
	Iteration 77Q: 3 clusters Score -1855139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1855138.125000 Penalty: 4760.362793
	Iteration 78Q: 3 clusters Score -1855138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1855140.750000 Penalty: 4760.362793
	Iteration 79Q: 3 clusters Score -1855141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1855139.000000 Penalty: 4760.362793
	Iteration 80F: 3 clusters Score -1855139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1855142.375000 Penalty: 4760.362793
	Iteration 81Q: 3 clusters Score -1855142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1855141.000000 Penalty: 4760.362793
	Iteration 82Q: 3 clusters Score -1855141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1855141.000000 Penalty: 4760.362793
	Iteration 83F: 3 clusters Score -1855141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153837 members 
Entering Unmasked Estep 
Score: -19367520.000000 Penalty: 2962.024902
	Iteration 0F: 2 clusters Score -1.936752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -19265478.000000 Penalty: 5924.049805
	Iteration 0F: 3 clusters Score -1.926548e+07 nChanged 73883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -19308410.000000 Penalty: 5924.049805
	Iteration 1F: 3 clusters Score -1.930841e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -19309656.000000 Penalty: 5924.049805
	Iteration 2Q: 3 clusters Score -1.930966e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -19311918.000000 Penalty: 5924.049805
	Iteration 3Q: 3 clusters Score -1.931192e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -19315970.000000 Penalty: 5924.049805
	Iteration 4F: 3 clusters Score -1.931597e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -19322900.000000 Penalty: 5924.049805
	Iteration 5F: 3 clusters Score -1.93229e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -19333848.000000 Penalty: 5924.049805
	Iteration 6F: 3 clusters Score -1.933385e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -19347130.000000 Penalty: 5924.049805
	Iteration 7F: 3 clusters Score -1.934713e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145048 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -19357614.000000 Penalty: 5924.049805
	Iteration 8F: 3 clusters Score -1.935761e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19362502.000000 Penalty: 5924.049805
	Iteration 9Q: 3 clusters Score -1.93625e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19364010.000000 Penalty: 5924.049805
	Iteration 10Q: 3 clusters Score -1.936401e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -19364552.000000 Penalty: 5924.049805
	Iteration 11Q: 3 clusters Score -1.936455e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19364770.000000 Penalty: 5924.049805
	Iteration 12Q: 3 clusters Score -1.936477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19364830.000000 Penalty: 5924.049805
	Iteration 13Q: 3 clusters Score -1.936483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19364874.000000 Penalty: 5924.049805
	Iteration 14Q: 3 clusters Score -1.936487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153610 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19364890.000000 Penalty: 5924.049805
	Iteration 15Q: 3 clusters Score -1.936489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19364916.000000 Penalty: 5924.049805
	Iteration 16Q: 3 clusters Score -1.936492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19364926.000000 Penalty: 5924.049805
	Iteration 17Q: 3 clusters Score -1.936493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19364930.000000 Penalty: 5924.049805
	Iteration 18Q: 3 clusters Score -1.936493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19364928.000000 Penalty: 5924.049805
	Iteration 19Q: 3 clusters Score -1.936493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19364932.000000 Penalty: 5924.049805
	Iteration 20F: 3 clusters Score -1.936493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19364946.000000 Penalty: 5924.049805
	Iteration 21Q: 3 clusters Score -1.936495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153635 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19364948.000000 Penalty: 5924.049805
	Iteration 22Q: 3 clusters Score -1.936495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19364946.000000 Penalty: 5924.049805
	Iteration 23Q: 3 clusters Score -1.936495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19364954.000000 Penalty: 5924.049805
	Iteration 24Q: 3 clusters Score -1.936495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19364952.000000 Penalty: 5924.049805
	Iteration 25Q: 3 clusters Score -1.936495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19364966.000000 Penalty: 5924.049805
	Iteration 26Q: 3 clusters Score -1.936497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19364966.000000 Penalty: 5924.049805
	Iteration 27F: 3 clusters Score -1.936497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -434874.031250 Penalty: 2017.711426
	Iteration 0F: 2 clusters Score -434874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -431330.906250 Penalty: 4035.422852
	Iteration 0F: 3 clusters Score -431330.9 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -432036.187500 Penalty: 4035.422852
	Iteration 1F: 3 clusters Score -432036.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -432210.937500 Penalty: 4035.422852
	Iteration 2F: 3 clusters Score -432210.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -432317.750000 Penalty: 4035.422852
	Iteration 3F: 3 clusters Score -432317.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -432385.593750 Penalty: 4035.422852
	Iteration 4Q: 3 clusters Score -432385.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -432441.937500 Penalty: 4035.422852
	Iteration 5Q: 3 clusters Score -432441.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -432498.125000 Penalty: 4035.422852
	Iteration 6Q: 3 clusters Score -432498.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -432537.156250 Penalty: 4035.422852
	Iteration 7Q: 3 clusters Score -432537.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -432567.593750 Penalty: 4035.422852
	Iteration 8Q: 3 clusters Score -432567.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -432593.500000 Penalty: 4035.422852
	Iteration 9Q: 3 clusters Score -432593.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -432616.437500 Penalty: 4035.422852
	Iteration 10Q: 3 clusters Score -432616.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -432638.812500 Penalty: 4035.422852
	Iteration 11Q: 3 clusters Score -432638.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -432668.187500 Penalty: 4035.422852
	Iteration 12Q: 3 clusters Score -432668.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -432689.843750 Penalty: 4035.422852
	Iteration 13Q: 3 clusters Score -432689.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -432708.468750 Penalty: 4035.422852
	Iteration 14Q: 3 clusters Score -432708.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -432729.250000 Penalty: 4035.422852
	Iteration 15Q: 3 clusters Score -432729.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -432749.718750 Penalty: 4035.422852
	Iteration 16Q: 3 clusters Score -432749.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -432773.718750 Penalty: 4035.422852
	Iteration 17Q: 3 clusters Score -432773.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -432796.125000 Penalty: 4035.422852
	Iteration 18Q: 3 clusters Score -432796.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -432827.281250 Penalty: 4035.422852
	Iteration 19Q: 3 clusters Score -432827.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -432859.062500 Penalty: 4035.422852
	Iteration 20F: 3 clusters Score -432859.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -432889.218750 Penalty: 4035.422852
	Iteration 21Q: 3 clusters Score -432889.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -432919.531250 Penalty: 4035.422852
	Iteration 22Q: 3 clusters Score -432919.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -432944.218750 Penalty: 4035.422852
	Iteration 23Q: 3 clusters Score -432944.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -432972.843750 Penalty: 4035.422852
	Iteration 24Q: 3 clusters Score -432972.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -432995.625000 Penalty: 4035.422852
	Iteration 25Q: 3 clusters Score -432995.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -433013.125000 Penalty: 4035.422852
	Iteration 26Q: 3 clusters Score -433013.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -433033.312500 Penalty: 4035.422852
	Iteration 27Q: 3 clusters Score -433033.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -433053.937500 Penalty: 4035.422852
	Iteration 28Q: 3 clusters Score -433053.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -433072.625000 Penalty: 4035.422852
	Iteration 29Q: 3 clusters Score -433072.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -433094.125000 Penalty: 4035.422852
	Iteration 30Q: 3 clusters Score -433094.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -433113.500000 Penalty: 4035.422852
	Iteration 31Q: 3 clusters Score -433113.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -433145.375000 Penalty: 4035.422852
	Iteration 32Q: 3 clusters Score -433145.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -433181.281250 Penalty: 4035.422852
	Iteration 33Q: 3 clusters Score -433181.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -433210.312500 Penalty: 4035.422852
	Iteration 34Q: 3 clusters Score -433210.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -433245.468750 Penalty: 4035.422852
	Iteration 35Q: 3 clusters Score -433245.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -433271.781250 Penalty: 4035.422852
	Iteration 36Q: 3 clusters Score -433271.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -433301.875000 Penalty: 4035.422852
	Iteration 37Q: 3 clusters Score -433301.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -433319.937500 Penalty: 4035.422852
	Iteration 38Q: 3 clusters Score -433319.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -433337.187500 Penalty: 4035.422852
	Iteration 39Q: 3 clusters Score -433337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -433354.031250 Penalty: 4035.422852
	Iteration 40F: 3 clusters Score -433354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -433372.562500 Penalty: 4035.422852
	Iteration 41Q: 3 clusters Score -433372.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -433391.250000 Penalty: 4035.422852
	Iteration 42Q: 3 clusters Score -433391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -433401.375000 Penalty: 4035.422852
	Iteration 43Q: 3 clusters Score -433401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -433415.156250 Penalty: 4035.422852
	Iteration 44Q: 3 clusters Score -433415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -433424.218750 Penalty: 4035.422852
	Iteration 45Q: 3 clusters Score -433424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -433427.343750 Penalty: 4035.422852
	Iteration 46Q: 3 clusters Score -433427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -433431.750000 Penalty: 4035.422852
	Iteration 47Q: 3 clusters Score -433431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -433435.437500 Penalty: 4035.422852
	Iteration 48Q: 3 clusters Score -433435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -433440.187500 Penalty: 4035.422852
	Iteration 49Q: 3 clusters Score -433440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -433443.812500 Penalty: 4035.422852
	Iteration 50Q: 3 clusters Score -433443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -433445.968750 Penalty: 4035.422852
	Iteration 51Q: 3 clusters Score -433446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -433445.968750 Penalty: 4035.422852
	Iteration 52F: 3 clusters Score -433446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -160584.218750 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -160584.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158441.812500 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -158441.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158803.296875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -158803.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158941.015625 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -158941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159076.250000 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -159076.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159207.296875 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -159207.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159402.484375 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -159402.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -159654.843750 Penalty: 3576.565918
	Iteration 6F: 3 clusters Score -159654.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -159901.421875 Penalty: 3576.565918
	Iteration 7F: 3 clusters Score -159901.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160068.062500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -160068.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -160161.765625 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -160161.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -160230.578125 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -160230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -160253.359375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -160253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160258.296875 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -160258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -160261.015625 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -160261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -160265.359375 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -160265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -160265.359375 Penalty: 3576.565918
	Iteration 15F: 3 clusters Score -160265.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (171582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171582 members 
Entering Unmasked Estep 
Score: -21497518.000000 Penalty: 2989.098389
	Iteration 0F: 2 clusters Score -2.149752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -21384160.000000 Penalty: 5978.196777
	Iteration 0F: 3 clusters Score -2.138416e+07 nChanged 82374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -21432230.000000 Penalty: 5978.196777
	Iteration 1F: 3 clusters Score -2.143223e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -21433662.000000 Penalty: 5978.196777
	Iteration 2Q: 3 clusters Score -2.143366e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -21436226.000000 Penalty: 5978.196777
	Iteration 3Q: 3 clusters Score -2.143623e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -21440798.000000 Penalty: 5978.196777
	Iteration 4F: 3 clusters Score -2.14408e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121922 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -21449960.000000 Penalty: 5978.196777
	Iteration 5F: 3 clusters Score -2.144996e+07 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136451 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -21463242.000000 Penalty: 5978.196777
	Iteration 6F: 3 clusters Score -2.146324e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -21477052.000000 Penalty: 5978.196777
	Iteration 7F: 3 clusters Score -2.147705e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159119 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -21486364.000000 Penalty: 5978.196777
	Iteration 8F: 3 clusters Score -2.148636e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -21491490.000000 Penalty: 5978.196777
	Iteration 9Q: 3 clusters Score -2.149149e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164047 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -21493700.000000 Penalty: 5978.196777
	Iteration 10Q: 3 clusters Score -2.14937e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -21494822.000000 Penalty: 5978.196777
	Iteration 11Q: 3 clusters Score -2.149482e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164144 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -21495368.000000 Penalty: 5978.196777
	Iteration 12Q: 3 clusters Score -2.149537e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -21495698.000000 Penalty: 5978.196777
	Iteration 13Q: 3 clusters Score -2.14957e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -21495912.000000 Penalty: 5978.196777
	Iteration 14Q: 3 clusters Score -2.149591e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -21496048.000000 Penalty: 5978.196777
	Iteration 15Q: 3 clusters Score -2.149605e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -21496100.000000 Penalty: 5978.196777
	Iteration 16Q: 3 clusters Score -2.14961e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -21496174.000000 Penalty: 5978.196777
	Iteration 17Q: 3 clusters Score -2.149617e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -21496198.000000 Penalty: 5978.196777
	Iteration 18Q: 3 clusters Score -2.14962e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -21496190.000000 Penalty: 5978.196777
	Iteration 19Q: 3 clusters Score -2.149619e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -21496196.000000 Penalty: 5978.196777
	Iteration 20F: 3 clusters Score -2.14962e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -21496190.000000 Penalty: 5978.196777
	Iteration 21Q: 3 clusters Score -2.149619e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -21496216.000000 Penalty: 5978.196777
	Iteration 22Q: 3 clusters Score -2.149622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -21496212.000000 Penalty: 5978.196777
	Iteration 23Q: 3 clusters Score -2.149621e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -21496272.000000 Penalty: 5978.196777
	Iteration 24Q: 3 clusters Score -2.149627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -21496288.000000 Penalty: 5978.196777
	Iteration 25Q: 3 clusters Score -2.149629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -21496310.000000 Penalty: 5978.196777
	Iteration 26Q: 3 clusters Score -2.149631e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -21496358.000000 Penalty: 5978.196777
	Iteration 27Q: 3 clusters Score -2.149636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -21496360.000000 Penalty: 5978.196777
	Iteration 28Q: 3 clusters Score -2.149636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -21496356.000000 Penalty: 5978.196777
	Iteration 29Q: 3 clusters Score -2.149636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163503 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -21496350.000000 Penalty: 5978.196777
	Iteration 30Q: 3 clusters Score -2.149635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -21496384.000000 Penalty: 5978.196777
	Iteration 31Q: 3 clusters Score -2.149638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -21496378.000000 Penalty: 5978.196777
	Iteration 32Q: 3 clusters Score -2.149638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -21496378.000000 Penalty: 5978.196777
	Iteration 33F: 3 clusters Score -2.149638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1225073.625000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1225074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1217655.125000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1217655 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1219895.625000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1219896 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1220285.500000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1220286 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1220682.750000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1220683 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1221100.875000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -1221101 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1221517.500000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -1221518 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1221928.250000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -1221928 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1222327.750000 Penalty: 4548.236328
	Iteration 7F: 3 clusters Score -1222328 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1222670.750000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -1222671 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1222940.375000 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -1222940 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1223150.875000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1223151 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1223315.250000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1223315 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1223425.000000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1223425 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1223496.500000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1223496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1223547.500000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1223548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1223584.750000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1223585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1223611.250000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1223611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1223627.375000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1223627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1223639.375000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1223639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1223644.750000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1223645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1223646.875000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1223647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1223651.750000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1223652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1223657.000000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1223657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1223664.250000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1223664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1223664.125000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1223664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1223669.625000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1223670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1223675.375000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1223675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1223679.500000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1223680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1223682.125000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1223682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1223681.750000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1223682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1223682.750000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1223683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1223682.750000 Penalty: 4548.236328
	Iteration 31F: 3 clusters Score -1223683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Entering Unmasked Estep 
Score: -944231.062500 Penalty: 2226.395020
	Iteration 0F: 2 clusters Score -944231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -937900.000000 Penalty: 4452.790039
	Iteration 0F: 3 clusters Score -937900 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -939844.875000 Penalty: 4452.790039
	Iteration 1F: 3 clusters Score -939844.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -940493.625000 Penalty: 4452.790039
	Iteration 2F: 3 clusters Score -940493.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -941115.875000 Penalty: 4452.790039
	Iteration 3F: 3 clusters Score -941115.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -941631.500000 Penalty: 4452.790039
	Iteration 4F: 3 clusters Score -941631.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -942019.125000 Penalty: 4452.790039
	Iteration 5F: 3 clusters Score -942019.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -942279.375000 Penalty: 4452.790039
	Iteration 6F: 3 clusters Score -942279.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -942448.312500 Penalty: 4452.790039
	Iteration 7Q: 3 clusters Score -942448.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -942552.625000 Penalty: 4452.790039
	Iteration 8Q: 3 clusters Score -942552.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -942617.750000 Penalty: 4452.790039
	Iteration 9Q: 3 clusters Score -942617.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -942667.937500 Penalty: 4452.790039
	Iteration 10Q: 3 clusters Score -942667.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -942701.875000 Penalty: 4452.790039
	Iteration 11Q: 3 clusters Score -942701.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -942730.625000 Penalty: 4452.790039
	Iteration 12Q: 3 clusters Score -942730.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -942753.500000 Penalty: 4452.790039
	Iteration 13Q: 3 clusters Score -942753.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -942773.000000 Penalty: 4452.790039
	Iteration 14Q: 3 clusters Score -942773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -942790.000000 Penalty: 4452.790039
	Iteration 15Q: 3 clusters Score -942790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -942800.437500 Penalty: 4452.790039
	Iteration 16Q: 3 clusters Score -942800.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -942816.187500 Penalty: 4452.790039
	Iteration 17Q: 3 clusters Score -942816.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -942823.687500 Penalty: 4452.790039
	Iteration 18Q: 3 clusters Score -942823.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -942830.187500 Penalty: 4452.790039
	Iteration 19Q: 3 clusters Score -942830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -942837.937500 Penalty: 4452.790039
	Iteration 20F: 3 clusters Score -942837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -942843.500000 Penalty: 4452.790039
	Iteration 21Q: 3 clusters Score -942843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -942849.125000 Penalty: 4452.790039
	Iteration 22Q: 3 clusters Score -942849.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -942859.062500 Penalty: 4452.790039
	Iteration 23Q: 3 clusters Score -942859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -942869.500000 Penalty: 4452.790039
	Iteration 24Q: 3 clusters Score -942869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -942878.125000 Penalty: 4452.790039
	Iteration 25Q: 3 clusters Score -942878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -942881.250000 Penalty: 4452.790039
	Iteration 26Q: 3 clusters Score -942881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -942891.562500 Penalty: 4452.790039
	Iteration 27Q: 3 clusters Score -942891.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -942901.000000 Penalty: 4452.790039
	Iteration 28Q: 3 clusters Score -942901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -942905.250000 Penalty: 4452.790039
	Iteration 29Q: 3 clusters Score -942905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -942909.125000 Penalty: 4452.790039
	Iteration 30Q: 3 clusters Score -942909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -942909.250000 Penalty: 4452.790039
	Iteration 31Q: 3 clusters Score -942909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -942912.500000 Penalty: 4452.790039
	Iteration 32Q: 3 clusters Score -942912.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -942917.937500 Penalty: 4452.790039
	Iteration 33Q: 3 clusters Score -942917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -942923.125000 Penalty: 4452.790039
	Iteration 34Q: 3 clusters Score -942923.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -942925.500000 Penalty: 4452.790039
	Iteration 35Q: 3 clusters Score -942925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -942926.312500 Penalty: 4452.790039
	Iteration 36Q: 3 clusters Score -942926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -942930.187500 Penalty: 4452.790039
	Iteration 37Q: 3 clusters Score -942930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -942936.500000 Penalty: 4452.790039
	Iteration 38Q: 3 clusters Score -942936.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -942939.437500 Penalty: 4452.790039
	Iteration 39Q: 3 clusters Score -942939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -942945.437500 Penalty: 4452.790039
	Iteration 40F: 3 clusters Score -942945.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -942950.187500 Penalty: 4452.790039
	Iteration 41Q: 3 clusters Score -942950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -942953.750000 Penalty: 4452.790039
	Iteration 42Q: 3 clusters Score -942953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -942954.250000 Penalty: 4452.790039
	Iteration 43Q: 3 clusters Score -942954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -942955.000000 Penalty: 4452.790039
	Iteration 44Q: 3 clusters Score -942955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -942961.437500 Penalty: 4452.790039
	Iteration 45Q: 3 clusters Score -942961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -942963.562500 Penalty: 4452.790039
	Iteration 46Q: 3 clusters Score -942963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -942965.187500 Penalty: 4452.790039
	Iteration 47Q: 3 clusters Score -942965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -942968.875000 Penalty: 4452.790039
	Iteration 48Q: 3 clusters Score -942968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -942971.437500 Penalty: 4452.790039
	Iteration 49Q: 3 clusters Score -942971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -942968.875000 Penalty: 4452.790039
	Iteration 50Q: 3 clusters Score -942968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -942971.500000 Penalty: 4452.790039
	Iteration 51Q: 3 clusters Score -942971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -942974.875000 Penalty: 4452.790039
	Iteration 52Q: 3 clusters Score -942974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -942982.125000 Penalty: 4452.790039
	Iteration 53Q: 3 clusters Score -942982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -942986.875000 Penalty: 4452.790039
	Iteration 54Q: 3 clusters Score -942986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -942993.437500 Penalty: 4452.790039
	Iteration 55Q: 3 clusters Score -942993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -943004.062500 Penalty: 4452.790039
	Iteration 56Q: 3 clusters Score -943004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -943030.687500 Penalty: 4452.790039
	Iteration 57Q: 3 clusters Score -943030.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -943043.000000 Penalty: 4452.790039
	Iteration 58Q: 3 clusters Score -943043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -943052.000000 Penalty: 4452.790039
	Iteration 59Q: 3 clusters Score -943052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -943057.000000 Penalty: 4452.790039
	Iteration 60F: 3 clusters Score -943057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -943066.187500 Penalty: 4452.790039
	Iteration 61Q: 3 clusters Score -943066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -943070.937500 Penalty: 4452.790039
	Iteration 62Q: 3 clusters Score -943070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -943075.687500 Penalty: 4452.790039
	Iteration 63Q: 3 clusters Score -943075.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -943078.562500 Penalty: 4452.790039
	Iteration 64Q: 3 clusters Score -943078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -943080.187500 Penalty: 4452.790039
	Iteration 65Q: 3 clusters Score -943080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -943080.250000 Penalty: 4452.790039
	Iteration 66Q: 3 clusters Score -943080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -943081.687500 Penalty: 4452.790039
	Iteration 67Q: 3 clusters Score -943081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -943083.562500 Penalty: 4452.790039
	Iteration 68Q: 3 clusters Score -943083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -943086.062500 Penalty: 4452.790039
	Iteration 69Q: 3 clusters Score -943086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -943085.312500 Penalty: 4452.790039
	Iteration 70Q: 3 clusters Score -943085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -943086.562500 Penalty: 4452.790039
	Iteration 71Q: 3 clusters Score -943086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -943086.812500 Penalty: 4452.790039
	Iteration 72Q: 3 clusters Score -943086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -943090.062500 Penalty: 4452.790039
	Iteration 73Q: 3 clusters Score -943090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -943090.750000 Penalty: 4452.790039
	Iteration 74Q: 3 clusters Score -943090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -943090.875000 Penalty: 4452.790039
	Iteration 75Q: 3 clusters Score -943090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -943091.437500 Penalty: 4452.790039
	Iteration 76Q: 3 clusters Score -943091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -943092.625000 Penalty: 4452.790039
	Iteration 77Q: 3 clusters Score -943092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -943093.500000 Penalty: 4452.790039
	Iteration 78Q: 3 clusters Score -943093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -943094.750000 Penalty: 4452.790039
	Iteration 79Q: 3 clusters Score -943094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -943096.062500 Penalty: 4452.790039
	Iteration 80F: 3 clusters Score -943096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -943095.562500 Penalty: 4452.790039
	Iteration 81Q: 3 clusters Score -943095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -943096.125000 Penalty: 4452.790039
	Iteration 82Q: 3 clusters Score -943096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -943096.125000 Penalty: 4452.790039
	Iteration 83Q: 3 clusters Score -943096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -943098.000000 Penalty: 4452.790039
	Iteration 84Q: 3 clusters Score -943098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -943098.250000 Penalty: 4452.790039
	Iteration 85Q: 3 clusters Score -943098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -943097.437500 Penalty: 4452.790039
	Iteration 86Q: 3 clusters Score -943097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -943097.750000 Penalty: 4452.790039
	Iteration 87Q: 3 clusters Score -943097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -943097.750000 Penalty: 4452.790039
	Iteration 88F: 3 clusters Score -943097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Entering Unmasked Estep 
Score: -1449748.500000 Penalty: 2316.114990
	Iteration 0F: 2 clusters Score -1449748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1441239.875000 Penalty: 4632.229980
	Iteration 0F: 3 clusters Score -1441240 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1443693.375000 Penalty: 4632.229980
	Iteration 1F: 3 clusters Score -1443693 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1444072.500000 Penalty: 4632.229980
	Iteration 2F: 3 clusters Score -1444072 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1444391.375000 Penalty: 4632.229980
	Iteration 3F: 3 clusters Score -1444391 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1444727.125000 Penalty: 4632.229980
	Iteration 4Q: 3 clusters Score -1444727 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1445121.125000 Penalty: 4632.229980
	Iteration 5F: 3 clusters Score -1445121 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1445520.000000 Penalty: 4632.229980
	Iteration 6F: 3 clusters Score -1445520 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1445927.500000 Penalty: 4632.229980
	Iteration 7F: 3 clusters Score -1445928 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1446348.625000 Penalty: 4632.229980
	Iteration 8F: 3 clusters Score -1446349 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1446754.000000 Penalty: 4632.229980
	Iteration 9F: 3 clusters Score -1446754 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1447116.125000 Penalty: 4632.229980
	Iteration 10Q: 3 clusters Score -1447116 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1447437.375000 Penalty: 4632.229980
	Iteration 11Q: 3 clusters Score -1447437 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1447694.000000 Penalty: 4632.229980
	Iteration 12Q: 3 clusters Score -1447694 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1447862.375000 Penalty: 4632.229980
	Iteration 13Q: 3 clusters Score -1447862 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1447976.125000 Penalty: 4632.229980
	Iteration 14Q: 3 clusters Score -1447976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1448062.875000 Penalty: 4632.229980
	Iteration 15Q: 3 clusters Score -1448063 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1448140.500000 Penalty: 4632.229980
	Iteration 16Q: 3 clusters Score -1448140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1448214.875000 Penalty: 4632.229980
	Iteration 17Q: 3 clusters Score -1448215 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1448271.500000 Penalty: 4632.229980
	Iteration 18Q: 3 clusters Score -1448272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1448308.125000 Penalty: 4632.229980
	Iteration 19Q: 3 clusters Score -1448308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1448343.875000 Penalty: 4632.229980
	Iteration 20F: 3 clusters Score -1448344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1448377.625000 Penalty: 4632.229980
	Iteration 21Q: 3 clusters Score -1448378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1448403.750000 Penalty: 4632.229980
	Iteration 22Q: 3 clusters Score -1448404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1448432.625000 Penalty: 4632.229980
	Iteration 23Q: 3 clusters Score -1448433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1448455.875000 Penalty: 4632.229980
	Iteration 24Q: 3 clusters Score -1448456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1448465.625000 Penalty: 4632.229980
	Iteration 25Q: 3 clusters Score -1448466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1448479.375000 Penalty: 4632.229980
	Iteration 26Q: 3 clusters Score -1448479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1448489.875000 Penalty: 4632.229980
	Iteration 27Q: 3 clusters Score -1448490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1448497.375000 Penalty: 4632.229980
	Iteration 28Q: 3 clusters Score -1448497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1448499.250000 Penalty: 4632.229980
	Iteration 29Q: 3 clusters Score -1448499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1448503.125000 Penalty: 4632.229980
	Iteration 30Q: 3 clusters Score -1448503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1448503.500000 Penalty: 4632.229980
	Iteration 31Q: 3 clusters Score -1448504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1448506.250000 Penalty: 4632.229980
	Iteration 32Q: 3 clusters Score -1448506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1448508.625000 Penalty: 4632.229980
	Iteration 33Q: 3 clusters Score -1448509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1448510.000000 Penalty: 4632.229980
	Iteration 34Q: 3 clusters Score -1448510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1448509.750000 Penalty: 4632.229980
	Iteration 35Q: 3 clusters Score -1448510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1448509.750000 Penalty: 4632.229980
	Iteration 36F: 3 clusters Score -1448510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -286201.250000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -286201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283371.375000 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -283371.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -283869.218750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -283869.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283989.812500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -283989.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -284079.218750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -284079.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -284127.093750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -284127.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -284171.000000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -284171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284206.343750 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -284206.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -284243.062500 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -284243.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -284272.125000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -284272.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284303.000000 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -284303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -284323.968750 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -284324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -284341.968750 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -284342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284358.531250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -284358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -284376.062500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -284376.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -284385.500000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -284385.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -284396.000000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -284396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -284405.562500 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -284405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -284414.968750 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -284415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -284423.687500 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -284423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -284428.343750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -284428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -284435.062500 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -284435.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -284442.937500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -284442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -284447.093750 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -284447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -284452.000000 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -284452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -284454.000000 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -284454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -284458.937500 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -284458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -284463.500000 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -284463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -284469.250000 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -284469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -284473.031250 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -284473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -284476.156250 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -284476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -284478.500000 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -284478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -284481.875000 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -284481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -284486.281250 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -284486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -284488.906250 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -284488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -284494.812500 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -284494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -284498.875000 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -284498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -284499.531250 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -284499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -284499.531250 Penalty: 3838.722168
	Iteration 37F: 3 clusters Score -284499.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -244802.046875 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -244802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242173.828125 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -242173.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -242694.031250 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -242694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -242834.734375 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -242834.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -242898.109375 Penalty: 3785.430664
	Iteration 3Q: 3 clusters Score -242898.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242952.890625 Penalty: 3785.430664
	Iteration 4Q: 3 clusters Score -242952.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -242983.812500 Penalty: 3785.430664
	Iteration 5Q: 3 clusters Score -242983.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -242999.875000 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -242999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243012.031250 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -243012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -243028.468750 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -243028.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243056.421875 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -243056.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243082.187500 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -243082.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243110.015625 Penalty: 3785.430664
	Iteration 11Q: 3 clusters Score -243110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243144.703125 Penalty: 3785.430664
	Iteration 12Q: 3 clusters Score -243144.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -243161.312500 Penalty: 3785.430664
	Iteration 13Q: 3 clusters Score -243161.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -243177.828125 Penalty: 3785.430664
	Iteration 14Q: 3 clusters Score -243177.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -243199.250000 Penalty: 3785.430664
	Iteration 15Q: 3 clusters Score -243199.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -243217.750000 Penalty: 3785.430664
	Iteration 16Q: 3 clusters Score -243217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -243226.406250 Penalty: 3785.430664
	Iteration 17Q: 3 clusters Score -243226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -243234.468750 Penalty: 3785.430664
	Iteration 18Q: 3 clusters Score -243234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -243241.562500 Penalty: 3785.430664
	Iteration 19Q: 3 clusters Score -243241.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -243250.437500 Penalty: 3785.430664
	Iteration 20F: 3 clusters Score -243250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -243259.093750 Penalty: 3785.430664
	Iteration 21Q: 3 clusters Score -243259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -243264.328125 Penalty: 3785.430664
	Iteration 22Q: 3 clusters Score -243264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -243268.125000 Penalty: 3785.430664
	Iteration 23Q: 3 clusters Score -243268.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -243274.750000 Penalty: 3785.430664
	Iteration 24Q: 3 clusters Score -243274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -243283.796875 Penalty: 3785.430664
	Iteration 25Q: 3 clusters Score -243283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -243292.484375 Penalty: 3785.430664
	Iteration 26Q: 3 clusters Score -243292.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -243301.609375 Penalty: 3785.430664
	Iteration 27Q: 3 clusters Score -243301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -243310.593750 Penalty: 3785.430664
	Iteration 28Q: 3 clusters Score -243310.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -243320.265625 Penalty: 3785.430664
	Iteration 29Q: 3 clusters Score -243320.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -243328.796875 Penalty: 3785.430664
	Iteration 30Q: 3 clusters Score -243328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -243335.140625 Penalty: 3785.430664
	Iteration 31Q: 3 clusters Score -243335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -243341.734375 Penalty: 3785.430664
	Iteration 32Q: 3 clusters Score -243341.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -243346.062500 Penalty: 3785.430664
	Iteration 33Q: 3 clusters Score -243346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -243353.453125 Penalty: 3785.430664
	Iteration 34Q: 3 clusters Score -243353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -243357.031250 Penalty: 3785.430664
	Iteration 35Q: 3 clusters Score -243357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -243359.656250 Penalty: 3785.430664
	Iteration 36Q: 3 clusters Score -243359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -243363.656250 Penalty: 3785.430664
	Iteration 37Q: 3 clusters Score -243363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -243367.421875 Penalty: 3785.430664
	Iteration 38Q: 3 clusters Score -243367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -243374.140625 Penalty: 3785.430664
	Iteration 39Q: 3 clusters Score -243374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -243381.046875 Penalty: 3785.430664
	Iteration 40F: 3 clusters Score -243381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -243387.906250 Penalty: 3785.430664
	Iteration 41Q: 3 clusters Score -243387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -243396.765625 Penalty: 3785.430664
	Iteration 42Q: 3 clusters Score -243396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -243400.093750 Penalty: 3785.430664
	Iteration 43Q: 3 clusters Score -243400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243401.765625 Penalty: 3785.430664
	Iteration 44Q: 3 clusters Score -243401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -243405.578125 Penalty: 3785.430664
	Iteration 45Q: 3 clusters Score -243405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -243408.718750 Penalty: 3785.430664
	Iteration 46Q: 3 clusters Score -243408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -243414.718750 Penalty: 3785.430664
	Iteration 47Q: 3 clusters Score -243414.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -243419.218750 Penalty: 3785.430664
	Iteration 48Q: 3 clusters Score -243419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -243421.562500 Penalty: 3785.430664
	Iteration 49Q: 3 clusters Score -243421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -243425.093750 Penalty: 3785.430664
	Iteration 50Q: 3 clusters Score -243425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -243429.171875 Penalty: 3785.430664
	Iteration 51Q: 3 clusters Score -243429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -243433.437500 Penalty: 3785.430664
	Iteration 52Q: 3 clusters Score -243433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -243434.625000 Penalty: 3785.430664
	Iteration 53Q: 3 clusters Score -243434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -243435.484375 Penalty: 3785.430664
	Iteration 54Q: 3 clusters Score -243435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -243436.812500 Penalty: 3785.430664
	Iteration 55Q: 3 clusters Score -243436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -243439.390625 Penalty: 3785.430664
	Iteration 56Q: 3 clusters Score -243439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -243444.593750 Penalty: 3785.430664
	Iteration 57Q: 3 clusters Score -243444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -243450.578125 Penalty: 3785.430664
	Iteration 58Q: 3 clusters Score -243450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -243454.687500 Penalty: 3785.430664
	Iteration 59Q: 3 clusters Score -243454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -243457.250000 Penalty: 3785.430664
	Iteration 60F: 3 clusters Score -243457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -243459.562500 Penalty: 3785.430664
	Iteration 61Q: 3 clusters Score -243459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -243461.890625 Penalty: 3785.430664
	Iteration 62Q: 3 clusters Score -243461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -243462.546875 Penalty: 3785.430664
	Iteration 63Q: 3 clusters Score -243462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -243463.593750 Penalty: 3785.430664
	Iteration 64Q: 3 clusters Score -243463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -243467.031250 Penalty: 3785.430664
	Iteration 65Q: 3 clusters Score -243467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -243467.890625 Penalty: 3785.430664
	Iteration 66Q: 3 clusters Score -243467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -243470.406250 Penalty: 3785.430664
	Iteration 67Q: 3 clusters Score -243470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -243478.156250 Penalty: 3785.430664
	Iteration 68Q: 3 clusters Score -243478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -243484.875000 Penalty: 3785.430664
	Iteration 69Q: 3 clusters Score -243484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -243491.781250 Penalty: 3785.430664
	Iteration 70Q: 3 clusters Score -243491.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -243498.625000 Penalty: 3785.430664
	Iteration 71Q: 3 clusters Score -243498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -243503.609375 Penalty: 3785.430664
	Iteration 72Q: 3 clusters Score -243503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -243513.437500 Penalty: 3785.430664
	Iteration 73Q: 3 clusters Score -243513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -243522.343750 Penalty: 3785.430664
	Iteration 74Q: 3 clusters Score -243522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -243532.343750 Penalty: 3785.430664
	Iteration 75Q: 3 clusters Score -243532.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -243542.093750 Penalty: 3785.430664
	Iteration 76Q: 3 clusters Score -243542.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -243552.531250 Penalty: 3785.430664
	Iteration 77Q: 3 clusters Score -243552.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -243562.875000 Penalty: 3785.430664
	Iteration 78Q: 3 clusters Score -243562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -243571.984375 Penalty: 3785.430664
	Iteration 79Q: 3 clusters Score -243572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -243579.078125 Penalty: 3785.430664
	Iteration 80F: 3 clusters Score -243579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -243587.921875 Penalty: 3785.430664
	Iteration 81Q: 3 clusters Score -243587.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -243595.781250 Penalty: 3785.430664
	Iteration 82Q: 3 clusters Score -243595.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -243603.593750 Penalty: 3785.430664
	Iteration 83Q: 3 clusters Score -243603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -243609.125000 Penalty: 3785.430664
	Iteration 84Q: 3 clusters Score -243609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -243618.703125 Penalty: 3785.430664
	Iteration 85Q: 3 clusters Score -243618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -243626.703125 Penalty: 3785.430664
	Iteration 86Q: 3 clusters Score -243626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -243634.687500 Penalty: 3785.430664
	Iteration 87Q: 3 clusters Score -243634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -243639.265625 Penalty: 3785.430664
	Iteration 88Q: 3 clusters Score -243639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -243640.250000 Penalty: 3785.430664
	Iteration 89Q: 3 clusters Score -243640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -243641.343750 Penalty: 3785.430664
	Iteration 90Q: 3 clusters Score -243641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -243643.562500 Penalty: 3785.430664
	Iteration 91Q: 3 clusters Score -243643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -243645.406250 Penalty: 3785.430664
	Iteration 92Q: 3 clusters Score -243645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -243647.140625 Penalty: 3785.430664
	Iteration 93Q: 3 clusters Score -243647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -243648.843750 Penalty: 3785.430664
	Iteration 94Q: 3 clusters Score -243648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -243649.890625 Penalty: 3785.430664
	Iteration 95Q: 3 clusters Score -243649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -243651.140625 Penalty: 3785.430664
	Iteration 96Q: 3 clusters Score -243651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -243653.843750 Penalty: 3785.430664
	Iteration 97Q: 3 clusters Score -243653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -243656.390625 Penalty: 3785.430664
	Iteration 98Q: 3 clusters Score -243656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -243660.218750 Penalty: 3785.430664
	Iteration 99Q: 3 clusters Score -243660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -243664.468750 Penalty: 3785.430664
	Iteration 100F: 3 clusters Score -243664.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -243670.078125 Penalty: 3785.430664
	Iteration 101Q: 3 clusters Score -243670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -243677.312500 Penalty: 3785.430664
	Iteration 102Q: 3 clusters Score -243677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -243683.875000 Penalty: 3785.430664
	Iteration 103Q: 3 clusters Score -243683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -243694.625000 Penalty: 3785.430664
	Iteration 104Q: 3 clusters Score -243694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -243700.453125 Penalty: 3785.430664
	Iteration 105Q: 3 clusters Score -243700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -243702.406250 Penalty: 3785.430664
	Iteration 106Q: 3 clusters Score -243702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -243703.484375 Penalty: 3785.430664
	Iteration 107Q: 3 clusters Score -243703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -243703.484375 Penalty: 3785.430664
	Iteration 108F: 3 clusters Score -243703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Entering Unmasked Estep 
Score: -9421024.000000 Penalty: 2790.812012
	Iteration 0F: 2 clusters Score -9421024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -9369485.000000 Penalty: 5581.624023
	Iteration 0F: 3 clusters Score -9369485 nChanged 36145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -9389794.000000 Penalty: 5581.624023
	Iteration 1F: 3 clusters Score -9389794 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -9390472.000000 Penalty: 5581.624023
	Iteration 2Q: 3 clusters Score -9390472 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -9391394.000000 Penalty: 5581.624023
	Iteration 3Q: 3 clusters Score -9391394 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -9392939.000000 Penalty: 5581.624023
	Iteration 4Q: 3 clusters Score -9392939 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -9395322.000000 Penalty: 5581.624023
	Iteration 5F: 3 clusters Score -9395322 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -9399157.000000 Penalty: 5581.624023
	Iteration 6F: 3 clusters Score -9399157 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -9404328.000000 Penalty: 5581.624023
	Iteration 7F: 3 clusters Score -9404328 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -9409518.000000 Penalty: 5581.624023
	Iteration 8F: 3 clusters Score -9409518 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -9413532.000000 Penalty: 5581.624023
	Iteration 9F: 3 clusters Score -9413532 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -9415874.000000 Penalty: 5581.624023
	Iteration 10Q: 3 clusters Score -9415874 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9417093.000000 Penalty: 5581.624023
	Iteration 11Q: 3 clusters Score -9417093 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9417675.000000 Penalty: 5581.624023
	Iteration 12Q: 3 clusters Score -9417675 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9418033.000000 Penalty: 5581.624023
	Iteration 13Q: 3 clusters Score -9418033 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9418284.000000 Penalty: 5581.624023
	Iteration 14Q: 3 clusters Score -9418284 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9418403.000000 Penalty: 5581.624023
	Iteration 15Q: 3 clusters Score -9418403 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9418497.000000 Penalty: 5581.624023
	Iteration 16Q: 3 clusters Score -9418497 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9418534.000000 Penalty: 5581.624023
	Iteration 17Q: 3 clusters Score -9418534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9418576.000000 Penalty: 5581.624023
	Iteration 18Q: 3 clusters Score -9418576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9418654.000000 Penalty: 5581.624023
	Iteration 19Q: 3 clusters Score -9418654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9418683.000000 Penalty: 5581.624023
	Iteration 20F: 3 clusters Score -9418683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9418701.000000 Penalty: 5581.624023
	Iteration 21Q: 3 clusters Score -9418701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9418745.000000 Penalty: 5581.624023
	Iteration 22Q: 3 clusters Score -9418745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9418773.000000 Penalty: 5581.624023
	Iteration 23Q: 3 clusters Score -9418773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9418786.000000 Penalty: 5581.624023
	Iteration 24Q: 3 clusters Score -9418786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9418802.000000 Penalty: 5581.624023
	Iteration 25Q: 3 clusters Score -9418802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9418807.000000 Penalty: 5581.624023
	Iteration 26Q: 3 clusters Score -9418807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9418812.000000 Penalty: 5581.624023
	Iteration 27Q: 3 clusters Score -9418812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9418818.000000 Penalty: 5581.624023
	Iteration 28Q: 3 clusters Score -9418818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9418838.000000 Penalty: 5581.624023
	Iteration 29Q: 3 clusters Score -9418838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9418851.000000 Penalty: 5581.624023
	Iteration 30Q: 3 clusters Score -9418851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9418856.000000 Penalty: 5581.624023
	Iteration 31Q: 3 clusters Score -9418856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9418847.000000 Penalty: 5581.624023
	Iteration 32Q: 3 clusters Score -9418847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9418860.000000 Penalty: 5581.624023
	Iteration 33Q: 3 clusters Score -9418860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9418857.000000 Penalty: 5581.624023
	Iteration 34Q: 3 clusters Score -9418857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9418859.000000 Penalty: 5581.624023
	Iteration 35Q: 3 clusters Score -9418859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9418867.000000 Penalty: 5581.624023
	Iteration 36Q: 3 clusters Score -9418867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9418864.000000 Penalty: 5581.624023
	Iteration 37Q: 3 clusters Score -9418864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9418861.000000 Penalty: 5581.624023
	Iteration 38Q: 3 clusters Score -9418861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9418878.000000 Penalty: 5581.624023
	Iteration 39Q: 3 clusters Score -9418878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9418871.000000 Penalty: 5581.624023
	Iteration 40F: 3 clusters Score -9418871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9418877.000000 Penalty: 5581.624023
	Iteration 41Q: 3 clusters Score -9418877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9418877.000000 Penalty: 5581.624023
	Iteration 42Q: 3 clusters Score -9418877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9418880.000000 Penalty: 5581.624023
	Iteration 43Q: 3 clusters Score -9418880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9418876.000000 Penalty: 5581.624023
	Iteration 44Q: 3 clusters Score -9418876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9418877.000000 Penalty: 5581.624023
	Iteration 45Q: 3 clusters Score -9418877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9418865.000000 Penalty: 5581.624023
	Iteration 46Q: 3 clusters Score -9418865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9418874.000000 Penalty: 5581.624023
	Iteration 47Q: 3 clusters Score -9418874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9418880.000000 Penalty: 5581.624023
	Iteration 48Q: 3 clusters Score -9418880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9418889.000000 Penalty: 5581.624023
	Iteration 49Q: 3 clusters Score -9418889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9418891.000000 Penalty: 5581.624023
	Iteration 50Q: 3 clusters Score -9418891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9418895.000000 Penalty: 5581.624023
	Iteration 51Q: 3 clusters Score -9418895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9418895.000000 Penalty: 5581.624023
	Iteration 52Q: 3 clusters Score -9418895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9418904.000000 Penalty: 5581.624023
	Iteration 53Q: 3 clusters Score -9418904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9418906.000000 Penalty: 5581.624023
	Iteration 54Q: 3 clusters Score -9418906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9418905.000000 Penalty: 5581.624023
	Iteration 55Q: 3 clusters Score -9418905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9418905.000000 Penalty: 5581.624023
	Iteration 56F: 3 clusters Score -9418905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 279 members 
Entering Unmasked Estep 
Score: -59849.273438 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59849.27 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60079.144531 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60079.14 nChanged 21
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: -60126.457031 Penalty: 3128.816650
	Iteration 2Q: 3 clusters Score -60126.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60153.328125 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -60153.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60180.886719 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60180.89 nChanged 7
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: -60195.800781 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60195.8 nChanged 7
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: -60215.582031 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60215.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60265.750000 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60265.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60335.214844 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60335.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60362.578125 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -60362.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60379.230469 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -60379.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60397.171875 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -60397.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60417.890625 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -60417.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60438.171875 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -60438.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60457.480469 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -60457.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60472.054688 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -60472.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60479.824219 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -60479.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60485.636719 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -60485.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60489.621094 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -60489.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60490.500000 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -60490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60496.199219 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -60496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60515.734375 Penalty: 3128.816650
	Iteration 21Q: 3 clusters Score -60515.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60522.000000 Penalty: 3128.816650
	Iteration 22Q: 3 clusters Score -60522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60524.714844 Penalty: 3128.816650
	Iteration 23Q: 3 clusters Score -60524.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60526.769531 Penalty: 3128.816650
	Iteration 24Q: 3 clusters Score -60526.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60530.527344 Penalty: 3128.816650
	Iteration 25Q: 3 clusters Score -60530.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60530.527344 Penalty: 3128.816650
	Iteration 26F: 3 clusters Score -60530.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -57386.207031 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -57386.21 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 287 members 
Entering Unmasked Estep 
Score: -55868.449219 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -55868.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56244.148438 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -56244.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56466.171875 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -56466.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56762.351562 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -56762.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56970.863281 Penalty: 3127.912598
	Iteration 4F: 3 clusters Score -56970.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57120.066406 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -57120.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57300.777344 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -57300.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57529.003906 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -57529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57741.058594 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -57741.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57791.910156 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -57791.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57810.527344 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -57810.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57824.093750 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -57824.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57835.554688 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -57835.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57840.820312 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -57840.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57840.820312 Penalty: 3127.912598
	Iteration 14F: 3 clusters Score -57840.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160433 members 
Mstep: Class 3 contains 39929 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14342 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 11602 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 153837 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171582 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 77132 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 219 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156496 members 
Entering Unmasked Estep 
Score: -105757744.000000 Penalty: 88087.070312
Splitting cluster 24 changes total score from -105759072.000000 to -105757744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -101870.679688 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -101870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100045.820312 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -100045.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100307.304688 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -100307.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100430.617188 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -100430.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100478.687500 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -100478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100493.304688 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -100493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100508.328125 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -100508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100519.023438 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -100519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100531.710938 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -100531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100539.046875 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -100539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100545.218750 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -100545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100548.500000 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -100548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100551.195312 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -100551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100552.156250 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -100552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100552.156250 Penalty: 3346.802979
	Iteration 13F: 3 clusters Score -100552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (156496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Entering Unmasked Estep 
Score: -19714078.000000 Penalty: 2966.274902
	Iteration 0F: 2 clusters Score -1.971408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -19611246.000000 Penalty: 5932.549805
	Iteration 0F: 3 clusters Score -1.961125e+07 nChanged 75062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -19655054.000000 Penalty: 5932.549805
	Iteration 1F: 3 clusters Score -1.965505e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -19656196.000000 Penalty: 5932.549805
	Iteration 2Q: 3 clusters Score -1.96562e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -19657610.000000 Penalty: 5932.549805
	Iteration 3Q: 3 clusters Score -1.965761e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -19659832.000000 Penalty: 5932.549805
	Iteration 4Q: 3 clusters Score -1.965983e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -19663216.000000 Penalty: 5932.549805
	Iteration 5Q: 3 clusters Score -1.966322e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -19668232.000000 Penalty: 5932.549805
	Iteration 6F: 3 clusters Score -1.966823e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -19676104.000000 Penalty: 5932.549805
	Iteration 7F: 3 clusters Score -1.96761e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -19685828.000000 Penalty: 5932.549805
	Iteration 8F: 3 clusters Score -1.968583e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -19694422.000000 Penalty: 5932.549805
	Iteration 9F: 3 clusters Score -1.969442e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135496 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -19700136.000000 Penalty: 5932.549805
	Iteration 10Q: 3 clusters Score -1.970014e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139490 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -19703606.000000 Penalty: 5932.549805
	Iteration 11Q: 3 clusters Score -1.970361e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -19705842.000000 Penalty: 5932.549805
	Iteration 12Q: 3 clusters Score -1.970584e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -19707426.000000 Penalty: 5932.549805
	Iteration 13Q: 3 clusters Score -1.970743e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147147 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -19708422.000000 Penalty: 5932.549805
	Iteration 14Q: 3 clusters Score -1.970842e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -19709328.000000 Penalty: 5932.549805
	Iteration 15Q: 3 clusters Score -1.970933e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -19710124.000000 Penalty: 5932.549805
	Iteration 16Q: 3 clusters Score -1.971012e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -19710636.000000 Penalty: 5932.549805
	Iteration 17Q: 3 clusters Score -1.971064e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -19711028.000000 Penalty: 5932.549805
	Iteration 18Q: 3 clusters Score -1.971103e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152986 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -19711280.000000 Penalty: 5932.549805
	Iteration 19Q: 3 clusters Score -1.971128e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -19711478.000000 Penalty: 5932.549805
	Iteration 20F: 3 clusters Score -1.971148e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19711604.000000 Penalty: 5932.549805
	Iteration 21Q: 3 clusters Score -1.97116e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -19711758.000000 Penalty: 5932.549805
	Iteration 22Q: 3 clusters Score -1.971176e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19711778.000000 Penalty: 5932.549805
	Iteration 23Q: 3 clusters Score -1.971178e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19711810.000000 Penalty: 5932.549805
	Iteration 24Q: 3 clusters Score -1.971181e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -19711826.000000 Penalty: 5932.549805
	Iteration 25Q: 3 clusters Score -1.971183e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -19711818.000000 Penalty: 5932.549805
	Iteration 26Q: 3 clusters Score -1.971182e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19711802.000000 Penalty: 5932.549805
	Iteration 27Q: 3 clusters Score -1.97118e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19711844.000000 Penalty: 5932.549805
	Iteration 28Q: 3 clusters Score -1.971184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19711836.000000 Penalty: 5932.549805
	Iteration 29Q: 3 clusters Score -1.971184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -19711850.000000 Penalty: 5932.549805
	Iteration 30Q: 3 clusters Score -1.971185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19711836.000000 Penalty: 5932.549805
	Iteration 31Q: 3 clusters Score -1.971184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154984 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19711842.000000 Penalty: 5932.549805
	Iteration 32Q: 3 clusters Score -1.971184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5932.549805
	Iteration 33Q: 3 clusters Score -1.971184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19711824.000000 Penalty: 5932.549805
	Iteration 34Q: 3 clusters Score -1.971182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19711828.000000 Penalty: 5932.549805
	Iteration 35Q: 3 clusters Score -1.971183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19711804.000000 Penalty: 5932.549805
	Iteration 36Q: 3 clusters Score -1.97118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19711834.000000 Penalty: 5932.549805
	Iteration 37Q: 3 clusters Score -1.971183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5932.549805
	Iteration 38Q: 3 clusters Score -1.971184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19711860.000000 Penalty: 5932.549805
	Iteration 39Q: 3 clusters Score -1.971186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19711856.000000 Penalty: 5932.549805
	Iteration 40F: 3 clusters Score -1.971186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19711886.000000 Penalty: 5932.549805
	Iteration 41Q: 3 clusters Score -1.971189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19711868.000000 Penalty: 5932.549805
	Iteration 42Q: 3 clusters Score -1.971187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19711858.000000 Penalty: 5932.549805
	Iteration 43Q: 3 clusters Score -1.971186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19711862.000000 Penalty: 5932.549805
	Iteration 44Q: 3 clusters Score -1.971186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19711852.000000 Penalty: 5932.549805
	Iteration 45Q: 3 clusters Score -1.971185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -19711862.000000 Penalty: 5932.549805
	Iteration 46Q: 3 clusters Score -1.971186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19711868.000000 Penalty: 5932.549805
	Iteration 47Q: 3 clusters Score -1.971187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155182 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19711878.000000 Penalty: 5932.549805
	Iteration 48Q: 3 clusters Score -1.971188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155186 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19711872.000000 Penalty: 5932.549805
	Iteration 49Q: 3 clusters Score -1.971187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -19711886.000000 Penalty: 5932.549805
	Iteration 50Q: 3 clusters Score -1.971189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19711878.000000 Penalty: 5932.549805
	Iteration 51Q: 3 clusters Score -1.971188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -19711892.000000 Penalty: 5932.549805
	Iteration 52Q: 3 clusters Score -1.971189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19711876.000000 Penalty: 5932.549805
	Iteration 53Q: 3 clusters Score -1.971188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19711884.000000 Penalty: 5932.549805
	Iteration 54Q: 3 clusters Score -1.971188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19711876.000000 Penalty: 5932.549805
	Iteration 55Q: 3 clusters Score -1.971188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19711868.000000 Penalty: 5932.549805
	Iteration 56Q: 3 clusters Score -1.971187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19711880.000000 Penalty: 5932.549805
	Iteration 57Q: 3 clusters Score -1.971188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -19711878.000000 Penalty: 5932.549805
	Iteration 58Q: 3 clusters Score -1.971188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19711870.000000 Penalty: 5932.549805
	Iteration 59Q: 3 clusters Score -1.971187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19711876.000000 Penalty: 5932.549805
	Iteration 60F: 3 clusters Score -1.971188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19711874.000000 Penalty: 5932.549805
	Iteration 61Q: 3 clusters Score -1.971187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19711876.000000 Penalty: 5932.549805
	Iteration 62Q: 3 clusters Score -1.971188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19711882.000000 Penalty: 5932.549805
	Iteration 63Q: 3 clusters Score -1.971188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19711864.000000 Penalty: 5932.549805
	Iteration 64Q: 3 clusters Score -1.971186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19711876.000000 Penalty: 5932.549805
	Iteration 65Q: 3 clusters Score -1.971188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -19711874.000000 Penalty: 5932.549805
	Iteration 66Q: 3 clusters Score -1.971187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19711874.000000 Penalty: 5932.549805
	Iteration 67Q: 3 clusters Score -1.971187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19711866.000000 Penalty: 5932.549805
	Iteration 68Q: 3 clusters Score -1.971187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19711866.000000 Penalty: 5932.549805
	Iteration 69F: 3 clusters Score -1.971187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160433 members 
Mstep: Class 3 contains 39929 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14342 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 11602 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 153837 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171582 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 77132 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759184.000000 Penalty: 84699.109375
Iteration 199Q: 26 clusters Score -1.057592e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160415 members 
Mstep: Class 3 contains 39964 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14380 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 6211 members 
Mstep: Class 10 contains 11599 members 
Mstep: Class 11 contains 14744 members 
Mstep: Class 12 contains 153861 members 
Mstep: Class 13 contains 3416 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171527 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 7931 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 77148 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759296.000000 Penalty: 84699.109375
Iteration 200F: 26 clusters Score -1.057593e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160410 members 
Mstep: Class 3 contains 40006 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14422 members 
Mstep: Class 8 contains 8662 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 11595 members 
Mstep: Class 11 contains 14764 members 
Mstep: Class 12 contains 153885 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171471 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 7938 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 77163 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759104.000000 Penalty: 84699.109375
Iteration 201Q: 26 clusters Score -1.057591e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160407 members 
Mstep: Class 3 contains 40043 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14465 members 
Mstep: Class 8 contains 8631 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 11589 members 
Mstep: Class 11 contains 14783 members 
Mstep: Class 12 contains 153920 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171412 members 
Mstep: Class 17 contains 9596 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 77184 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759024.000000 Penalty: 84699.109375
Iteration 202Q: 26 clusters Score -1.05759e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160415 members 
Mstep: Class 3 contains 40105 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14480 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 10 contains 11585 members 
Mstep: Class 11 contains 14799 members 
Mstep: Class 12 contains 153932 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171351 members 
Mstep: Class 17 contains 9587 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 77204 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759104.000000 Penalty: 84699.109375
Iteration 203Q: 26 clusters Score -1.057591e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160437 members 
Mstep: Class 3 contains 40167 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8592 members 
Mstep: Class 9 contains 6035 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 14817 members 
Mstep: Class 12 contains 153966 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171266 members 
Mstep: Class 17 contains 9589 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 77222 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759384.000000 Penalty: 84699.109375
Iteration 204Q: 26 clusters Score -1.057594e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160462 members 
Mstep: Class 3 contains 40249 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14537 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 11573 members 
Mstep: Class 11 contains 14842 members 
Mstep: Class 12 contains 153983 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171170 members 
Mstep: Class 17 contains 9587 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 77245 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759328.000000 Penalty: 84699.109375
Iteration 205Q: 26 clusters Score -1.057593e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160493 members 
Mstep: Class 3 contains 40311 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14551 members 
Mstep: Class 8 contains 8558 members 
Mstep: Class 9 contains 5940 members 
Mstep: Class 10 contains 11564 members 
Mstep: Class 11 contains 14858 members 
Mstep: Class 12 contains 154003 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 171107 members 
Mstep: Class 17 contains 9582 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77250 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759496.000000 Penalty: 84699.109375
Iteration 206Q: 26 clusters Score -1.057595e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160557 members 
Mstep: Class 3 contains 40387 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14579 members 
Mstep: Class 8 contains 8551 members 
Mstep: Class 9 contains 5890 members 
Mstep: Class 10 contains 11557 members 
Mstep: Class 11 contains 14882 members 
Mstep: Class 12 contains 154008 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170996 members 
Mstep: Class 17 contains 9580 members 
Mstep: Class 18 contains 7959 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77252 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759488.000000 Penalty: 84699.109375
Iteration 207Q: 26 clusters Score -1.057595e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160617 members 
Mstep: Class 3 contains 40442 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 8536 members 
Mstep: Class 9 contains 5849 members 
Mstep: Class 10 contains 11548 members 
Mstep: Class 11 contains 14905 members 
Mstep: Class 12 contains 154028 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170891 members 
Mstep: Class 17 contains 9576 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77258 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759440.000000 Penalty: 84699.109375
Iteration 208Q: 26 clusters Score -1.057594e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160678 members 
Mstep: Class 3 contains 40464 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 8 contains 8520 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 11543 members 
Mstep: Class 11 contains 14926 members 
Mstep: Class 12 contains 154040 members 
Mstep: Class 13 contains 3404 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170793 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 7966 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77267 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759352.000000 Penalty: 84699.109375
Iteration 209Q: 26 clusters Score -1.057594e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160723 members 
Mstep: Class 3 contains 40508 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14627 members 
Mstep: Class 8 contains 8507 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 14950 members 
Mstep: Class 12 contains 154066 members 
Mstep: Class 13 contains 3399 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170684 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77266 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 156389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759512.000000 Penalty: 84699.109375
Iteration 210Q: 26 clusters Score -1.057595e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160762 members 
Mstep: Class 3 contains 40546 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14648 members 
Mstep: Class 8 contains 8497 members 
Mstep: Class 9 contains 5775 members 
Mstep: Class 10 contains 11526 members 
Mstep: Class 11 contains 14965 members 
Mstep: Class 12 contains 154094 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170600 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 77267 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759336.000000 Penalty: 84699.109375
Iteration 211Q: 26 clusters Score -1.057593e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160802 members 
Mstep: Class 3 contains 40592 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 8483 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 14971 members 
Mstep: Class 12 contains 154112 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170527 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 77264 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759336.000000 Penalty: 84699.109375
Iteration 212Q: 26 clusters Score -1.057593e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160837 members 
Mstep: Class 3 contains 40652 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14700 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 11515 members 
Mstep: Class 11 contains 14984 members 
Mstep: Class 12 contains 154123 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170442 members 
Mstep: Class 17 contains 9577 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 77256 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759352.000000 Penalty: 84699.109375
Iteration 213Q: 26 clusters Score -1.057594e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160880 members 
Mstep: Class 3 contains 40730 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14719 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 15001 members 
Mstep: Class 12 contains 154126 members 
Mstep: Class 13 contains 3383 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170369 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 77244 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759080.000000 Penalty: 84699.109375
Iteration 214Q: 26 clusters Score -1.057591e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160903 members 
Mstep: Class 3 contains 40813 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 5692 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 11 contains 15015 members 
Mstep: Class 12 contains 154132 members 
Mstep: Class 13 contains 3383 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170300 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 77239 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759104.000000 Penalty: 84699.109375
Iteration 215Q: 26 clusters Score -1.057591e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160911 members 
Mstep: Class 3 contains 40872 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14778 members 
Mstep: Class 8 contains 8431 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 11482 members 
Mstep: Class 11 contains 15029 members 
Mstep: Class 12 contains 154150 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170244 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 77237 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759312.000000 Penalty: 84699.109375
Iteration 216Q: 26 clusters Score -1.057593e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160921 members 
Mstep: Class 3 contains 40928 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14806 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 11470 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 154161 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170199 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 77228 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759256.000000 Penalty: 84699.109375
Iteration 217Q: 26 clusters Score -1.057593e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160926 members 
Mstep: Class 3 contains 40984 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14833 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 11458 members 
Mstep: Class 11 contains 15053 members 
Mstep: Class 12 contains 154172 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 170159 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77223 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759408.000000 Penalty: 84699.109375
Iteration 218Q: 26 clusters Score -1.057594e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160899 members 
Mstep: Class 3 contains 41042 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 154186 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170115 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77208 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759496.000000 Penalty: 84699.109375
Iteration 219Q: 26 clusters Score -1.057595e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160890 members 
Mstep: Class 3 contains 41098 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 11448 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 154183 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170077 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77197 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759912.000000 Penalty: 84699.109375
Iteration 220F: 26 clusters Score -1.057599e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160851 members 
Mstep: Class 3 contains 41136 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 154180 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 170038 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 8035 members 
Mstep: Class 19 contains 11458 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77193 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759760.000000 Penalty: 84699.109375
Iteration 221Q: 26 clusters Score -1.057598e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160794 members 
Mstep: Class 3 contains 41197 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 8374 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 15114 members 
Mstep: Class 12 contains 154189 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 169997 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 77184 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759832.000000 Penalty: 84699.109375
Iteration 222Q: 26 clusters Score -1.057598e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160724 members 
Mstep: Class 3 contains 41283 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 8368 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 15124 members 
Mstep: Class 12 contains 154200 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 169965 members 
Mstep: Class 17 contains 9543 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 11476 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 77177 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759832.000000 Penalty: 84699.109375
Iteration 223Q: 26 clusters Score -1.057598e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160650 members 
Mstep: Class 3 contains 41372 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 8354 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 15135 members 
Mstep: Class 12 contains 154192 members 
Mstep: Class 13 contains 3367 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 169946 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 8066 members 
Mstep: Class 19 contains 11481 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 77171 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759648.000000 Penalty: 84699.109375
Iteration 224Q: 26 clusters Score -1.057596e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160579 members 
Mstep: Class 3 contains 41464 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 15149 members 
Mstep: Class 12 contains 154161 members 
Mstep: Class 13 contains 3365 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 169931 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 77162 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759792.000000 Penalty: 84699.109375
Iteration 225Q: 26 clusters Score -1.057598e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160488 members 
Mstep: Class 3 contains 41554 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 15162 members 
Mstep: Class 12 contains 154145 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 169925 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 11491 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77154 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759712.000000 Penalty: 84699.109375
Iteration 226Q: 26 clusters Score -1.057597e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160402 members 
Mstep: Class 3 contains 41632 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 8343 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 15173 members 
Mstep: Class 12 contains 154137 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 169919 members 
Mstep: Class 17 contains 9532 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77161 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759760.000000 Penalty: 84699.109375
Iteration 227Q: 26 clusters Score -1.057598e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160355 members 
Mstep: Class 3 contains 41725 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 8345 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 154128 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 169878 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 8099 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77174 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759808.000000 Penalty: 84699.109375
Iteration 228Q: 26 clusters Score -1.057598e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160284 members 
Mstep: Class 3 contains 41792 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 154149 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 169853 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 77175 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759864.000000 Penalty: 84699.109375
Iteration 229Q: 26 clusters Score -1.057599e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160214 members 
Mstep: Class 3 contains 41876 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 8337 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 11353 members 
Mstep: Class 11 contains 15188 members 
Mstep: Class 12 contains 154169 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 169837 members 
Mstep: Class 17 contains 9528 members 
Mstep: Class 18 contains 8110 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77171 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760032.000000 Penalty: 84699.109375
Iteration 230Q: 26 clusters Score -1.0576e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160173 members 
Mstep: Class 3 contains 41969 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 8327 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 15193 members 
Mstep: Class 12 contains 154162 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 169815 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 8117 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760128.000000 Penalty: 84699.109375
Iteration 231Q: 26 clusters Score -1.057601e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160155 members 
Mstep: Class 3 contains 42073 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 8319 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 11341 members 
Mstep: Class 11 contains 15198 members 
Mstep: Class 12 contains 154161 members 
Mstep: Class 13 contains 3380 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 169781 members 
Mstep: Class 17 contains 9535 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 11510 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77168 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760200.000000 Penalty: 84699.109375
Iteration 232Q: 26 clusters Score -1.057602e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160111 members 
Mstep: Class 3 contains 42179 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 15207 members 
Mstep: Class 12 contains 154165 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 169745 members 
Mstep: Class 17 contains 9540 members 
Mstep: Class 18 contains 8133 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77165 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760064.000000 Penalty: 84699.109375
Iteration 233Q: 26 clusters Score -1.057601e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160075 members 
Mstep: Class 3 contains 42253 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 11328 members 
Mstep: Class 11 contains 15217 members 
Mstep: Class 12 contains 154197 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169702 members 
Mstep: Class 17 contains 9541 members 
Mstep: Class 18 contains 8138 members 
Mstep: Class 19 contains 11529 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 77163 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760168.000000 Penalty: 84699.109375
Iteration 234Q: 26 clusters Score -1.057602e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160079 members 
Mstep: Class 3 contains 42331 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14979 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 15224 members 
Mstep: Class 12 contains 154193 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169648 members 
Mstep: Class 17 contains 9540 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 11533 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 77166 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760280.000000 Penalty: 84699.109375
Iteration 235Q: 26 clusters Score -1.057603e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160070 members 
Mstep: Class 3 contains 42404 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14979 members 
Mstep: Class 8 contains 8287 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 15235 members 
Mstep: Class 12 contains 154185 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169584 members 
Mstep: Class 17 contains 9541 members 
Mstep: Class 18 contains 8145 members 
Mstep: Class 19 contains 11541 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77158 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760320.000000 Penalty: 84699.109375
Iteration 236Q: 26 clusters Score -1.057603e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160082 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 8281 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 15245 members 
Mstep: Class 12 contains 154197 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169499 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 8150 members 
Mstep: Class 19 contains 11557 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 77159 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760312.000000 Penalty: 84699.109375
Iteration 237Q: 26 clusters Score -1.057603e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160086 members 
Mstep: Class 3 contains 42463 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14997 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 154242 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169401 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 8154 members 
Mstep: Class 19 contains 11567 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 77163 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 156300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760400.000000 Penalty: 84699.109375
Iteration 238Q: 26 clusters Score -1.057604e+08 nChanged 711
Entering ConstructFrom: 
Score: -105760400.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 326 members 
Entering Unmasked Estep 
Score: -68014.937500 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68014.94 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68406.960938 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68406.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68776.351562 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68776.35 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69131.679688 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -69131.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69417.398438 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -69417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69471.796875 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -69471.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69508.093750 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -69508.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69545.781250 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -69545.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69587.257812 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -69587.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69609.515625 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -69609.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69623.656250 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -69623.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69636.226562 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -69636.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69662.156250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -69662.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69703.539062 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69703.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69775.726562 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -69775.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69847.453125 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -69847.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69900.750000 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -69900.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69980.812500 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -69980.81 nChanged 6
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: -70106.289062 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -70106.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70266.390625 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -70266.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70278.187500 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -70278.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70280.632812 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -70280.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70282.328125 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -70282.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70282.328125 Penalty: 3218.645508
	Iteration 23F: 3 clusters Score -70282.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160096 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 154274 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169301 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156308 members 
Entering Unmasked Estep 
Score: -105758976.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105760400.000000 to -105758976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (160096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Entering Unmasked Estep 
Score: -20244350.000000 Penalty: 2971.915283
	Iteration 0F: 2 clusters Score -2.024435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -20138700.000000 Penalty: 5943.830566
	Iteration 0F: 3 clusters Score -2.01387e+07 nChanged 76837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -20183740.000000 Penalty: 5943.830566
	Iteration 1F: 3 clusters Score -2.018374e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -20184892.000000 Penalty: 5943.830566
	Iteration 2Q: 3 clusters Score -2.018489e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -20186850.000000 Penalty: 5943.830566
	Iteration 3Q: 3 clusters Score -2.018685e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -20190578.000000 Penalty: 5943.830566
	Iteration 4Q: 3 clusters Score -2.019058e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -20197658.000000 Penalty: 5943.830566
	Iteration 5F: 3 clusters Score -2.019766e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -20209156.000000 Penalty: 5943.830566
	Iteration 6F: 3 clusters Score -2.020916e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -20224440.000000 Penalty: 5943.830566
	Iteration 7F: 3 clusters Score -2.022444e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -20236020.000000 Penalty: 5943.830566
	Iteration 8F: 3 clusters Score -2.023602e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -20240258.000000 Penalty: 5943.830566
	Iteration 9Q: 3 clusters Score -2.024026e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 159683 members 
Entering Unmasked Estep 
Score: -20241294.000000 Penalty: 5943.830566
	Iteration 10Q: 3 clusters Score -2.024129e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -20241506.000000 Penalty: 5943.830566
	Iteration 11Q: 3 clusters Score -2.024151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159907 members 
Entering Unmasked Estep 
Score: -20241556.000000 Penalty: 5943.830566
	Iteration 12Q: 3 clusters Score -2.024156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -20241584.000000 Penalty: 5943.830566
	Iteration 13Q: 3 clusters Score -2.024158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159919 members 
Entering Unmasked Estep 
Score: -20241624.000000 Penalty: 5943.830566
	Iteration 14Q: 3 clusters Score -2.024162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159923 members 
Entering Unmasked Estep 
Score: -20241650.000000 Penalty: 5943.830566
	Iteration 15Q: 3 clusters Score -2.024165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159925 members 
Entering Unmasked Estep 
Score: -20241660.000000 Penalty: 5943.830566
	Iteration 16Q: 3 clusters Score -2.024166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159925 members 
Entering Unmasked Estep 
Score: -20241668.000000 Penalty: 5943.830566
	Iteration 17Q: 3 clusters Score -2.024167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -20241684.000000 Penalty: 5943.830566
	Iteration 18Q: 3 clusters Score -2.024168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -20241682.000000 Penalty: 5943.830566
	Iteration 19Q: 3 clusters Score -2.024168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -20241688.000000 Penalty: 5943.830566
	Iteration 20F: 3 clusters Score -2.024169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -20241700.000000 Penalty: 5943.830566
	Iteration 21Q: 3 clusters Score -2.02417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -20241716.000000 Penalty: 5943.830566
	Iteration 22Q: 3 clusters Score -2.024172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -20241718.000000 Penalty: 5943.830566
	Iteration 23Q: 3 clusters Score -2.024172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -20241718.000000 Penalty: 5943.830566
	Iteration 24F: 3 clusters Score -2.024172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Entering Unmasked Estep 
Score: -5438080.500000 Penalty: 2643.011963
	Iteration 0F: 2 clusters Score -5438080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -5409347.000000 Penalty: 5286.023926
	Iteration 0F: 3 clusters Score -5409347 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5420045.000000 Penalty: 5286.023926
	Iteration 1F: 3 clusters Score -5420045 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -5420574.000000 Penalty: 5286.023926
	Iteration 2Q: 3 clusters Score -5420574 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5420947.000000 Penalty: 5286.023926
	Iteration 3Q: 3 clusters Score -5420947 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5421281.500000 Penalty: 5286.023926
	Iteration 4Q: 3 clusters Score -5421282 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5421567.000000 Penalty: 5286.023926
	Iteration 5Q: 3 clusters Score -5421567 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5421823.500000 Penalty: 5286.023926
	Iteration 6Q: 3 clusters Score -5421824 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5422148.000000 Penalty: 5286.023926
	Iteration 7Q: 3 clusters Score -5422148 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -5422558.000000 Penalty: 5286.023926
	Iteration 8Q: 3 clusters Score -5422558 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5422986.000000 Penalty: 5286.023926
	Iteration 9Q: 3 clusters Score -5422986 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5423646.000000 Penalty: 5286.023926
	Iteration 10Q: 3 clusters Score -5423646 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -5424526.000000 Penalty: 5286.023926
	Iteration 11Q: 3 clusters Score -5424526 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5425798.000000 Penalty: 5286.023926
	Iteration 12Q: 3 clusters Score -5425798 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5427342.500000 Penalty: 5286.023926
	Iteration 13F: 3 clusters Score -5427342 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -5428664.000000 Penalty: 5286.023926
	Iteration 14Q: 3 clusters Score -5428664 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5429510.000000 Penalty: 5286.023926
	Iteration 15Q: 3 clusters Score -5429510 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5430010.500000 Penalty: 5286.023926
	Iteration 16Q: 3 clusters Score -5430010 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5430428.000000 Penalty: 5286.023926
	Iteration 17Q: 3 clusters Score -5430428 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5430776.500000 Penalty: 5286.023926
	Iteration 18Q: 3 clusters Score -5430776 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5431170.000000 Penalty: 5286.023926
	Iteration 19Q: 3 clusters Score -5431170 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -5431523.000000 Penalty: 5286.023926
	Iteration 20F: 3 clusters Score -5431523 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5431927.000000 Penalty: 5286.023926
	Iteration 21Q: 3 clusters Score -5431927 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -5432401.500000 Penalty: 5286.023926
	Iteration 22Q: 3 clusters Score -5432402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -5432792.000000 Penalty: 5286.023926
	Iteration 23Q: 3 clusters Score -5432792 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -5433154.500000 Penalty: 5286.023926
	Iteration 24Q: 3 clusters Score -5433154 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -5433462.000000 Penalty: 5286.023926
	Iteration 25Q: 3 clusters Score -5433462 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5433696.500000 Penalty: 5286.023926
	Iteration 26Q: 3 clusters Score -5433696 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5433899.500000 Penalty: 5286.023926
	Iteration 27Q: 3 clusters Score -5433900 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5434039.000000 Penalty: 5286.023926
	Iteration 28Q: 3 clusters Score -5434039 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -5434162.500000 Penalty: 5286.023926
	Iteration 29Q: 3 clusters Score -5434162 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -5434261.500000 Penalty: 5286.023926
	Iteration 30Q: 3 clusters Score -5434262 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5434362.000000 Penalty: 5286.023926
	Iteration 31Q: 3 clusters Score -5434362 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -5434417.500000 Penalty: 5286.023926
	Iteration 32Q: 3 clusters Score -5434418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -5434467.500000 Penalty: 5286.023926
	Iteration 33Q: 3 clusters Score -5434468 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5434521.000000 Penalty: 5286.023926
	Iteration 34Q: 3 clusters Score -5434521 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -5434572.000000 Penalty: 5286.023926
	Iteration 35Q: 3 clusters Score -5434572 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -5434609.500000 Penalty: 5286.023926
	Iteration 36Q: 3 clusters Score -5434610 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -5434643.000000 Penalty: 5286.023926
	Iteration 37Q: 3 clusters Score -5434643 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5434682.500000 Penalty: 5286.023926
	Iteration 38Q: 3 clusters Score -5434682 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5434719.000000 Penalty: 5286.023926
	Iteration 39Q: 3 clusters Score -5434719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5434731.500000 Penalty: 5286.023926
	Iteration 40F: 3 clusters Score -5434732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5434763.500000 Penalty: 5286.023926
	Iteration 41Q: 3 clusters Score -5434764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5434784.000000 Penalty: 5286.023926
	Iteration 42Q: 3 clusters Score -5434784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5434814.000000 Penalty: 5286.023926
	Iteration 43Q: 3 clusters Score -5434814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5434830.000000 Penalty: 5286.023926
	Iteration 44Q: 3 clusters Score -5434830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -5434874.000000 Penalty: 5286.023926
	Iteration 45Q: 3 clusters Score -5434874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5434886.500000 Penalty: 5286.023926
	Iteration 46Q: 3 clusters Score -5434886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5434926.000000 Penalty: 5286.023926
	Iteration 47Q: 3 clusters Score -5434926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -5434940.000000 Penalty: 5286.023926
	Iteration 48Q: 3 clusters Score -5434940 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5434975.500000 Penalty: 5286.023926
	Iteration 49Q: 3 clusters Score -5434976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5435002.000000 Penalty: 5286.023926
	Iteration 50Q: 3 clusters Score -5435002 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5435046.500000 Penalty: 5286.023926
	Iteration 51Q: 3 clusters Score -5435046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -5435069.000000 Penalty: 5286.023926
	Iteration 52Q: 3 clusters Score -5435069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5435096.500000 Penalty: 5286.023926
	Iteration 53Q: 3 clusters Score -5435096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5435110.000000 Penalty: 5286.023926
	Iteration 54Q: 3 clusters Score -5435110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5435149.000000 Penalty: 5286.023926
	Iteration 55Q: 3 clusters Score -5435149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5435160.500000 Penalty: 5286.023926
	Iteration 56Q: 3 clusters Score -5435160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5435194.500000 Penalty: 5286.023926
	Iteration 57Q: 3 clusters Score -5435194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5435203.000000 Penalty: 5286.023926
	Iteration 58Q: 3 clusters Score -5435203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5435222.000000 Penalty: 5286.023926
	Iteration 59Q: 3 clusters Score -5435222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5435236.500000 Penalty: 5286.023926
	Iteration 60F: 3 clusters Score -5435236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5435261.000000 Penalty: 5286.023926
	Iteration 61Q: 3 clusters Score -5435261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5435283.000000 Penalty: 5286.023926
	Iteration 62Q: 3 clusters Score -5435283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5435309.500000 Penalty: 5286.023926
	Iteration 63Q: 3 clusters Score -5435310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5435325.500000 Penalty: 5286.023926
	Iteration 64Q: 3 clusters Score -5435326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5435336.500000 Penalty: 5286.023926
	Iteration 65Q: 3 clusters Score -5435336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5435342.500000 Penalty: 5286.023926
	Iteration 66Q: 3 clusters Score -5435342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5435365.000000 Penalty: 5286.023926
	Iteration 67Q: 3 clusters Score -5435365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5435371.500000 Penalty: 5286.023926
	Iteration 68Q: 3 clusters Score -5435372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5435402.500000 Penalty: 5286.023926
	Iteration 69Q: 3 clusters Score -5435402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5435410.000000 Penalty: 5286.023926
	Iteration 70Q: 3 clusters Score -5435410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5435439.500000 Penalty: 5286.023926
	Iteration 71Q: 3 clusters Score -5435440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5435447.500000 Penalty: 5286.023926
	Iteration 72Q: 3 clusters Score -5435448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5435459.500000 Penalty: 5286.023926
	Iteration 73Q: 3 clusters Score -5435460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5435480.000000 Penalty: 5286.023926
	Iteration 74Q: 3 clusters Score -5435480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5435490.000000 Penalty: 5286.023926
	Iteration 75Q: 3 clusters Score -5435490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5435496.000000 Penalty: 5286.023926
	Iteration 76Q: 3 clusters Score -5435496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5435508.500000 Penalty: 5286.023926
	Iteration 77Q: 3 clusters Score -5435508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5435518.000000 Penalty: 5286.023926
	Iteration 78Q: 3 clusters Score -5435518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5435540.500000 Penalty: 5286.023926
	Iteration 79Q: 3 clusters Score -5435540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5435561.000000 Penalty: 5286.023926
	Iteration 80F: 3 clusters Score -5435561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5435568.500000 Penalty: 5286.023926
	Iteration 81Q: 3 clusters Score -5435568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5435571.000000 Penalty: 5286.023926
	Iteration 82Q: 3 clusters Score -5435571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5435566.500000 Penalty: 5286.023926
	Iteration 83Q: 3 clusters Score -5435566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5435574.500000 Penalty: 5286.023926
	Iteration 84Q: 3 clusters Score -5435574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5435583.500000 Penalty: 5286.023926
	Iteration 85Q: 3 clusters Score -5435584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5435594.500000 Penalty: 5286.023926
	Iteration 86Q: 3 clusters Score -5435594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5435599.000000 Penalty: 5286.023926
	Iteration 87Q: 3 clusters Score -5435599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5435596.500000 Penalty: 5286.023926
	Iteration 88Q: 3 clusters Score -5435596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5435609.500000 Penalty: 5286.023926
	Iteration 89Q: 3 clusters Score -5435610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5435613.500000 Penalty: 5286.023926
	Iteration 90Q: 3 clusters Score -5435614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5435621.500000 Penalty: 5286.023926
	Iteration 91Q: 3 clusters Score -5435622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5435634.500000 Penalty: 5286.023926
	Iteration 92Q: 3 clusters Score -5435634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5435637.500000 Penalty: 5286.023926
	Iteration 93Q: 3 clusters Score -5435638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5435640.000000 Penalty: 5286.023926
	Iteration 94Q: 3 clusters Score -5435640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5435649.000000 Penalty: 5286.023926
	Iteration 95Q: 3 clusters Score -5435649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5435662.500000 Penalty: 5286.023926
	Iteration 96Q: 3 clusters Score -5435662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5435679.500000 Penalty: 5286.023926
	Iteration 97Q: 3 clusters Score -5435680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5435689.500000 Penalty: 5286.023926
	Iteration 98Q: 3 clusters Score -5435690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5435700.000000 Penalty: 5286.023926
	Iteration 99Q: 3 clusters Score -5435700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5435688.000000 Penalty: 5286.023926
	Iteration 100F: 3 clusters Score -5435688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5435701.500000 Penalty: 5286.023926
	Iteration 101Q: 3 clusters Score -5435702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5435708.000000 Penalty: 5286.023926
	Iteration 102Q: 3 clusters Score -5435708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5435713.500000 Penalty: 5286.023926
	Iteration 103Q: 3 clusters Score -5435714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5435716.500000 Penalty: 5286.023926
	Iteration 104Q: 3 clusters Score -5435716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5435717.500000 Penalty: 5286.023926
	Iteration 105Q: 3 clusters Score -5435718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5435725.000000 Penalty: 5286.023926
	Iteration 106Q: 3 clusters Score -5435725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5435729.000000 Penalty: 5286.023926
	Iteration 107Q: 3 clusters Score -5435729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5435739.000000 Penalty: 5286.023926
	Iteration 108Q: 3 clusters Score -5435739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5435743.000000 Penalty: 5286.023926
	Iteration 109Q: 3 clusters Score -5435743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5435745.500000 Penalty: 5286.023926
	Iteration 110Q: 3 clusters Score -5435746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5435733.000000 Penalty: 5286.023926
	Iteration 111Q: 3 clusters Score -5435733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5435740.000000 Penalty: 5286.023926
	Iteration 112Q: 3 clusters Score -5435740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5435742.500000 Penalty: 5286.023926
	Iteration 113Q: 3 clusters Score -5435742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5435741.500000 Penalty: 5286.023926
	Iteration 114Q: 3 clusters Score -5435742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5435746.000000 Penalty: 5286.023926
	Iteration 115Q: 3 clusters Score -5435746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5435743.500000 Penalty: 5286.023926
	Iteration 116Q: 3 clusters Score -5435744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5435748.000000 Penalty: 5286.023926
	Iteration 117Q: 3 clusters Score -5435748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5435753.500000 Penalty: 5286.023926
	Iteration 118Q: 3 clusters Score -5435754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5435748.500000 Penalty: 5286.023926
	Iteration 119Q: 3 clusters Score -5435748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5435745.500000 Penalty: 5286.023926
	Iteration 120F: 3 clusters Score -5435746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5435745.000000 Penalty: 5286.023926
	Iteration 121Q: 3 clusters Score -5435745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5435745.000000 Penalty: 5286.023926
	Iteration 122F: 3 clusters Score -5435745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -31574.681641 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -31574.68 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 160 members 
Entering Unmasked Estep 
Score: -30465.673828 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -30465.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30895.318359 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -30895.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31024.832031 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -31024.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31098.939453 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -31098.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31114.214844 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -31114.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31121.115234 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -31121.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31128.232422 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -31128.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -31131.945312 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -31131.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -31134.234375 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -31134.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -31139.140625 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -31139.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -31149.613281 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -31149.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -31151.470703 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -31151.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -31151.470703 Penalty: 2882.325928
	Iteration 12F: 3 clusters Score -31151.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17084.121094 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17084.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17144.164062 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17144.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17198.496094 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17239.978516 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17239.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17239.978516 Penalty: 2589.296631
	Iteration 4F: 3 clusters Score -17239.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 370 members 
Entering Unmasked Estep 
Score: -78106.554688 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78106.55 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78455.562500 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78455.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78686.070312 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78686.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78899.242188 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -78899.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79030.460938 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -79030.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79207.867188 Penalty: 3261.237549
	Iteration 5F: 3 clusters Score -79207.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79358.992188 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -79358.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79542.398438 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -79542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79675.546875 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -79675.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79695.914062 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -79695.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79706.953125 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79706.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79725.562500 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -79725.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79769.304688 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -79769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79789.109375 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -79789.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79817.687500 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -79817.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79829.851562 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -79829.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79833.203125 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -79833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79834.187500 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -79834.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79837.453125 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -79837.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79837.453125 Penalty: 3261.237549
	Iteration 19F: 3 clusters Score -79837.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160096 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 154274 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169301 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156308 members 
Entering Unmasked Estep 
Score: -105758456.000000 Penalty: 88087.070312
Splitting cluster 6 changes total score from -105760400.000000 to -105758456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Entering Unmasked Estep 
Score: -1901226.500000 Penalty: 2384.934570
	Iteration 0F: 2 clusters Score -1901226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1890266.500000 Penalty: 4769.869141
	Iteration 0F: 3 clusters Score -1890266 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1893725.625000 Penalty: 4769.869141
	Iteration 1F: 3 clusters Score -1893726 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1894045.000000 Penalty: 4769.869141
	Iteration 2F: 3 clusters Score -1894045 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1894255.750000 Penalty: 4769.869141
	Iteration 3Q: 3 clusters Score -1894256 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1894402.625000 Penalty: 4769.869141
	Iteration 4Q: 3 clusters Score -1894403 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1894504.000000 Penalty: 4769.869141
	Iteration 5Q: 3 clusters Score -1894504 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1894590.125000 Penalty: 4769.869141
	Iteration 6Q: 3 clusters Score -1894590 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1894692.375000 Penalty: 4769.869141
	Iteration 7Q: 3 clusters Score -1894692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1894784.750000 Penalty: 4769.869141
	Iteration 8Q: 3 clusters Score -1894785 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1894878.625000 Penalty: 4769.869141
	Iteration 9Q: 3 clusters Score -1894879 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1894978.125000 Penalty: 4769.869141
	Iteration 10Q: 3 clusters Score -1894978 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1895077.500000 Penalty: 4769.869141
	Iteration 11Q: 3 clusters Score -1895078 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1895194.875000 Penalty: 4769.869141
	Iteration 12Q: 3 clusters Score -1895195 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1895320.375000 Penalty: 4769.869141
	Iteration 13Q: 3 clusters Score -1895320 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1895463.625000 Penalty: 4769.869141
	Iteration 14Q: 3 clusters Score -1895464 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1895640.750000 Penalty: 4769.869141
	Iteration 15Q: 3 clusters Score -1895641 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1895815.125000 Penalty: 4769.869141
	Iteration 16Q: 3 clusters Score -1895815 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1896032.500000 Penalty: 4769.869141
	Iteration 17Q: 3 clusters Score -1896032 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1896328.250000 Penalty: 4769.869141
	Iteration 18Q: 3 clusters Score -1896328 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1896660.000000 Penalty: 4769.869141
	Iteration 19Q: 3 clusters Score -1896660 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1897016.875000 Penalty: 4769.869141
	Iteration 20F: 3 clusters Score -1897017 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1897338.125000 Penalty: 4769.869141
	Iteration 21Q: 3 clusters Score -1897338 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1897607.875000 Penalty: 4769.869141
	Iteration 22Q: 3 clusters Score -1897608 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1897820.500000 Penalty: 4769.869141
	Iteration 23Q: 3 clusters Score -1897820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1897976.875000 Penalty: 4769.869141
	Iteration 24Q: 3 clusters Score -1897977 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1898101.125000 Penalty: 4769.869141
	Iteration 25Q: 3 clusters Score -1898101 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1898197.750000 Penalty: 4769.869141
	Iteration 26Q: 3 clusters Score -1898198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1898301.750000 Penalty: 4769.869141
	Iteration 27Q: 3 clusters Score -1898302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1898392.750000 Penalty: 4769.869141
	Iteration 28Q: 3 clusters Score -1898393 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1898479.375000 Penalty: 4769.869141
	Iteration 29Q: 3 clusters Score -1898479 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1898568.000000 Penalty: 4769.869141
	Iteration 30Q: 3 clusters Score -1898568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1898658.875000 Penalty: 4769.869141
	Iteration 31Q: 3 clusters Score -1898659 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1898742.000000 Penalty: 4769.869141
	Iteration 32Q: 3 clusters Score -1898742 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1898802.125000 Penalty: 4769.869141
	Iteration 33Q: 3 clusters Score -1898802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1898855.375000 Penalty: 4769.869141
	Iteration 34Q: 3 clusters Score -1898855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1898887.625000 Penalty: 4769.869141
	Iteration 35Q: 3 clusters Score -1898888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1898917.375000 Penalty: 4769.869141
	Iteration 36Q: 3 clusters Score -1898917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1898936.500000 Penalty: 4769.869141
	Iteration 37Q: 3 clusters Score -1898936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1898956.750000 Penalty: 4769.869141
	Iteration 38Q: 3 clusters Score -1898957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1898978.625000 Penalty: 4769.869141
	Iteration 39Q: 3 clusters Score -1898979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1898994.375000 Penalty: 4769.869141
	Iteration 40F: 3 clusters Score -1898994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1899008.250000 Penalty: 4769.869141
	Iteration 41Q: 3 clusters Score -1899008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1899023.875000 Penalty: 4769.869141
	Iteration 42Q: 3 clusters Score -1899024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1899031.125000 Penalty: 4769.869141
	Iteration 43Q: 3 clusters Score -1899031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1899033.125000 Penalty: 4769.869141
	Iteration 44Q: 3 clusters Score -1899033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1899041.875000 Penalty: 4769.869141
	Iteration 45Q: 3 clusters Score -1899042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1899042.875000 Penalty: 4769.869141
	Iteration 46Q: 3 clusters Score -1899043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1899051.875000 Penalty: 4769.869141
	Iteration 47Q: 3 clusters Score -1899052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1899051.875000 Penalty: 4769.869141
	Iteration 48Q: 3 clusters Score -1899052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1899058.750000 Penalty: 4769.869141
	Iteration 49Q: 3 clusters Score -1899059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1899060.375000 Penalty: 4769.869141
	Iteration 50Q: 3 clusters Score -1899060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1899067.250000 Penalty: 4769.869141
	Iteration 51Q: 3 clusters Score -1899067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1899071.750000 Penalty: 4769.869141
	Iteration 52Q: 3 clusters Score -1899072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1899079.875000 Penalty: 4769.869141
	Iteration 53Q: 3 clusters Score -1899080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1899083.375000 Penalty: 4769.869141
	Iteration 54Q: 3 clusters Score -1899083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1899088.500000 Penalty: 4769.869141
	Iteration 55Q: 3 clusters Score -1899088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1899093.875000 Penalty: 4769.869141
	Iteration 56Q: 3 clusters Score -1899094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1899098.625000 Penalty: 4769.869141
	Iteration 57Q: 3 clusters Score -1899099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1899109.250000 Penalty: 4769.869141
	Iteration 58Q: 3 clusters Score -1899109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1899114.125000 Penalty: 4769.869141
	Iteration 59Q: 3 clusters Score -1899114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1899118.375000 Penalty: 4769.869141
	Iteration 60F: 3 clusters Score -1899118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1899117.375000 Penalty: 4769.869141
	Iteration 61Q: 3 clusters Score -1899117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1899122.625000 Penalty: 4769.869141
	Iteration 62Q: 3 clusters Score -1899123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1899126.125000 Penalty: 4769.869141
	Iteration 63Q: 3 clusters Score -1899126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1899126.875000 Penalty: 4769.869141
	Iteration 64Q: 3 clusters Score -1899127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1899130.750000 Penalty: 4769.869141
	Iteration 65Q: 3 clusters Score -1899131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1899131.125000 Penalty: 4769.869141
	Iteration 66Q: 3 clusters Score -1899131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1899132.000000 Penalty: 4769.869141
	Iteration 67Q: 3 clusters Score -1899132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1899138.500000 Penalty: 4769.869141
	Iteration 68Q: 3 clusters Score -1899138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1899140.375000 Penalty: 4769.869141
	Iteration 69Q: 3 clusters Score -1899140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1899138.250000 Penalty: 4769.869141
	Iteration 70Q: 3 clusters Score -1899138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1899141.750000 Penalty: 4769.869141
	Iteration 71Q: 3 clusters Score -1899142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1899144.000000 Penalty: 4769.869141
	Iteration 72Q: 3 clusters Score -1899144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1899147.500000 Penalty: 4769.869141
	Iteration 73Q: 3 clusters Score -1899148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1899148.500000 Penalty: 4769.869141
	Iteration 74Q: 3 clusters Score -1899148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1899144.625000 Penalty: 4769.869141
	Iteration 75Q: 3 clusters Score -1899145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1899148.625000 Penalty: 4769.869141
	Iteration 76Q: 3 clusters Score -1899149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1899149.500000 Penalty: 4769.869141
	Iteration 77Q: 3 clusters Score -1899150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1899149.500000 Penalty: 4769.869141
	Iteration 78F: 3 clusters Score -1899150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -1035661.625000 Penalty: 2236.966797
	Iteration 0F: 2 clusters Score -1035662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1029040.875000 Penalty: 4473.933594
	Iteration 0F: 3 clusters Score -1029041 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1030810.187500 Penalty: 4473.933594
	Iteration 1F: 3 clusters Score -1030810 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1031068.250000 Penalty: 4473.933594
	Iteration 2F: 3 clusters Score -1031068 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1031239.812500 Penalty: 4473.933594
	Iteration 3Q: 3 clusters Score -1031240 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1031354.437500 Penalty: 4473.933594
	Iteration 4Q: 3 clusters Score -1031354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1031444.187500 Penalty: 4473.933594
	Iteration 5Q: 3 clusters Score -1031444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1031515.125000 Penalty: 4473.933594
	Iteration 6Q: 3 clusters Score -1031515 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1031585.812500 Penalty: 4473.933594
	Iteration 7Q: 3 clusters Score -1031586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1031646.625000 Penalty: 4473.933594
	Iteration 8Q: 3 clusters Score -1031647 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1031713.187500 Penalty: 4473.933594
	Iteration 9Q: 3 clusters Score -1031713 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1031779.500000 Penalty: 4473.933594
	Iteration 10Q: 3 clusters Score -1031780 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1031849.500000 Penalty: 4473.933594
	Iteration 11Q: 3 clusters Score -1031850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1031931.875000 Penalty: 4473.933594
	Iteration 12Q: 3 clusters Score -1031932 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1032036.250000 Penalty: 4473.933594
	Iteration 13Q: 3 clusters Score -1032036 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1032164.875000 Penalty: 4473.933594
	Iteration 14Q: 3 clusters Score -1032165 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1032327.750000 Penalty: 4473.933594
	Iteration 15Q: 3 clusters Score -1032328 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1032511.875000 Penalty: 4473.933594
	Iteration 16Q: 3 clusters Score -1032512 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1032705.437500 Penalty: 4473.933594
	Iteration 17Q: 3 clusters Score -1032705 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1032900.875000 Penalty: 4473.933594
	Iteration 18Q: 3 clusters Score -1032901 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1033087.687500 Penalty: 4473.933594
	Iteration 19Q: 3 clusters Score -1033088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1033231.687500 Penalty: 4473.933594
	Iteration 20F: 3 clusters Score -1033232 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1033325.312500 Penalty: 4473.933594
	Iteration 21Q: 3 clusters Score -1033325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1033392.250000 Penalty: 4473.933594
	Iteration 22Q: 3 clusters Score -1033392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1033451.937500 Penalty: 4473.933594
	Iteration 23Q: 3 clusters Score -1033452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1033497.437500 Penalty: 4473.933594
	Iteration 24Q: 3 clusters Score -1033497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1033536.187500 Penalty: 4473.933594
	Iteration 25Q: 3 clusters Score -1033536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1033564.000000 Penalty: 4473.933594
	Iteration 26Q: 3 clusters Score -1033564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1033588.437500 Penalty: 4473.933594
	Iteration 27Q: 3 clusters Score -1033588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1033612.187500 Penalty: 4473.933594
	Iteration 28Q: 3 clusters Score -1033612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1033642.812500 Penalty: 4473.933594
	Iteration 29Q: 3 clusters Score -1033643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1033664.687500 Penalty: 4473.933594
	Iteration 30Q: 3 clusters Score -1033665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1033670.937500 Penalty: 4473.933594
	Iteration 31Q: 3 clusters Score -1033671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1033684.000000 Penalty: 4473.933594
	Iteration 32Q: 3 clusters Score -1033684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1033698.750000 Penalty: 4473.933594
	Iteration 33Q: 3 clusters Score -1033699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1033704.937500 Penalty: 4473.933594
	Iteration 34Q: 3 clusters Score -1033705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1033709.125000 Penalty: 4473.933594
	Iteration 35Q: 3 clusters Score -1033709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1033715.062500 Penalty: 4473.933594
	Iteration 36Q: 3 clusters Score -1033715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1033717.500000 Penalty: 4473.933594
	Iteration 37Q: 3 clusters Score -1033718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1033719.625000 Penalty: 4473.933594
	Iteration 38Q: 3 clusters Score -1033720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1033721.750000 Penalty: 4473.933594
	Iteration 39Q: 3 clusters Score -1033722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1033724.812500 Penalty: 4473.933594
	Iteration 40F: 3 clusters Score -1033725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1033725.062500 Penalty: 4473.933594
	Iteration 41Q: 3 clusters Score -1033725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1033726.750000 Penalty: 4473.933594
	Iteration 42Q: 3 clusters Score -1033727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1033728.562500 Penalty: 4473.933594
	Iteration 43Q: 3 clusters Score -1033729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1033730.625000 Penalty: 4473.933594
	Iteration 44Q: 3 clusters Score -1033731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1033734.312500 Penalty: 4473.933594
	Iteration 45Q: 3 clusters Score -1033734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1033736.187500 Penalty: 4473.933594
	Iteration 46Q: 3 clusters Score -1033736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1033739.562500 Penalty: 4473.933594
	Iteration 47Q: 3 clusters Score -1033740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1033743.812500 Penalty: 4473.933594
	Iteration 48Q: 3 clusters Score -1033744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1033746.562500 Penalty: 4473.933594
	Iteration 49Q: 3 clusters Score -1033747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1033747.875000 Penalty: 4473.933594
	Iteration 50Q: 3 clusters Score -1033748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1033747.875000 Penalty: 4473.933594
	Iteration 51F: 3 clusters Score -1033748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -661947.187500 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -661947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -657243.812500 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -657243.8 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -658359.437500 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -658359.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -658583.062500 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -658583.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -658696.625000 Penalty: 4249.388672
	Iteration 3Q: 3 clusters Score -658696.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -658755.250000 Penalty: 4249.388672
	Iteration 4Q: 3 clusters Score -658755.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -658792.312500 Penalty: 4249.388672
	Iteration 5Q: 3 clusters Score -658792.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -658822.312500 Penalty: 4249.388672
	Iteration 6Q: 3 clusters Score -658822.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -658841.062500 Penalty: 4249.388672
	Iteration 7Q: 3 clusters Score -658841.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -658859.250000 Penalty: 4249.388672
	Iteration 8Q: 3 clusters Score -658859.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -658875.312500 Penalty: 4249.388672
	Iteration 9Q: 3 clusters Score -658875.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -658885.687500 Penalty: 4249.388672
	Iteration 10Q: 3 clusters Score -658885.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -658896.312500 Penalty: 4249.388672
	Iteration 11Q: 3 clusters Score -658896.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -658906.250000 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -658906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -658919.250000 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -658919.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -658929.625000 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -658929.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -658942.875000 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -658942.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -658956.062500 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -658956.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -658965.000000 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -658965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -658969.687500 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -658969.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -658980.312500 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -658980.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -658993.875000 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -658993.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -659006.312500 Penalty: 4249.388672
	Iteration 21Q: 3 clusters Score -659006.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -659019.312500 Penalty: 4249.388672
	Iteration 22Q: 3 clusters Score -659019.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -659032.187500 Penalty: 4249.388672
	Iteration 23Q: 3 clusters Score -659032.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -659050.000000 Penalty: 4249.388672
	Iteration 24Q: 3 clusters Score -659050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -659074.562500 Penalty: 4249.388672
	Iteration 25Q: 3 clusters Score -659074.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -659101.812500 Penalty: 4249.388672
	Iteration 26Q: 3 clusters Score -659101.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -659137.125000 Penalty: 4249.388672
	Iteration 27Q: 3 clusters Score -659137.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -659175.812500 Penalty: 4249.388672
	Iteration 28Q: 3 clusters Score -659175.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -659207.312500 Penalty: 4249.388672
	Iteration 29Q: 3 clusters Score -659207.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -659237.312500 Penalty: 4249.388672
	Iteration 30Q: 3 clusters Score -659237.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -659266.937500 Penalty: 4249.388672
	Iteration 31Q: 3 clusters Score -659266.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -659307.437500 Penalty: 4249.388672
	Iteration 32Q: 3 clusters Score -659307.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -659348.812500 Penalty: 4249.388672
	Iteration 33Q: 3 clusters Score -659348.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -659393.375000 Penalty: 4249.388672
	Iteration 34Q: 3 clusters Score -659393.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -659430.812500 Penalty: 4249.388672
	Iteration 35Q: 3 clusters Score -659430.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -659484.437500 Penalty: 4249.388672
	Iteration 36Q: 3 clusters Score -659484.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -659523.687500 Penalty: 4249.388672
	Iteration 37Q: 3 clusters Score -659523.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -659562.250000 Penalty: 4249.388672
	Iteration 38Q: 3 clusters Score -659562.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -659606.437500 Penalty: 4249.388672
	Iteration 39Q: 3 clusters Score -659606.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -659656.000000 Penalty: 4249.388672
	Iteration 40F: 3 clusters Score -659656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -659711.437500 Penalty: 4249.388672
	Iteration 41Q: 3 clusters Score -659711.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -659788.812500 Penalty: 4249.388672
	Iteration 42Q: 3 clusters Score -659788.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -659853.812500 Penalty: 4249.388672
	Iteration 43Q: 3 clusters Score -659853.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -659924.437500 Penalty: 4249.388672
	Iteration 44Q: 3 clusters Score -659924.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -659995.625000 Penalty: 4249.388672
	Iteration 45Q: 3 clusters Score -659995.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -660055.625000 Penalty: 4249.388672
	Iteration 46Q: 3 clusters Score -660055.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -660106.312500 Penalty: 4249.388672
	Iteration 47Q: 3 clusters Score -660106.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -660155.000000 Penalty: 4249.388672
	Iteration 48Q: 3 clusters Score -660155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -660198.062500 Penalty: 4249.388672
	Iteration 49Q: 3 clusters Score -660198.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -660234.562500 Penalty: 4249.388672
	Iteration 50Q: 3 clusters Score -660234.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -660263.437500 Penalty: 4249.388672
	Iteration 51Q: 3 clusters Score -660263.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -660281.687500 Penalty: 4249.388672
	Iteration 52Q: 3 clusters Score -660281.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -660300.000000 Penalty: 4249.388672
	Iteration 53Q: 3 clusters Score -660300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -660314.062500 Penalty: 4249.388672
	Iteration 54Q: 3 clusters Score -660314.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -660326.937500 Penalty: 4249.388672
	Iteration 55Q: 3 clusters Score -660326.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -660334.875000 Penalty: 4249.388672
	Iteration 56Q: 3 clusters Score -660334.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -660346.250000 Penalty: 4249.388672
	Iteration 57Q: 3 clusters Score -660346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -660350.812500 Penalty: 4249.388672
	Iteration 58Q: 3 clusters Score -660350.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -660359.437500 Penalty: 4249.388672
	Iteration 59Q: 3 clusters Score -660359.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -660366.437500 Penalty: 4249.388672
	Iteration 60F: 3 clusters Score -660366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -660372.312500 Penalty: 4249.388672
	Iteration 61Q: 3 clusters Score -660372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -660373.500000 Penalty: 4249.388672
	Iteration 62Q: 3 clusters Score -660373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -660376.187500 Penalty: 4249.388672
	Iteration 63Q: 3 clusters Score -660376.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -660378.312500 Penalty: 4249.388672
	Iteration 64Q: 3 clusters Score -660378.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -660383.812500 Penalty: 4249.388672
	Iteration 65Q: 3 clusters Score -660383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -660384.937500 Penalty: 4249.388672
	Iteration 66Q: 3 clusters Score -660384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -660390.250000 Penalty: 4249.388672
	Iteration 67Q: 3 clusters Score -660390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -660391.812500 Penalty: 4249.388672
	Iteration 68Q: 3 clusters Score -660391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -660394.250000 Penalty: 4249.388672
	Iteration 69Q: 3 clusters Score -660394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -660396.125000 Penalty: 4249.388672
	Iteration 70Q: 3 clusters Score -660396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -660400.250000 Penalty: 4249.388672
	Iteration 71Q: 3 clusters Score -660400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -660404.000000 Penalty: 4249.388672
	Iteration 72Q: 3 clusters Score -660404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -660404.625000 Penalty: 4249.388672
	Iteration 73Q: 3 clusters Score -660404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -660408.437500 Penalty: 4249.388672
	Iteration 74Q: 3 clusters Score -660408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -660407.750000 Penalty: 4249.388672
	Iteration 75Q: 3 clusters Score -660407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -660409.062500 Penalty: 4249.388672
	Iteration 76Q: 3 clusters Score -660409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -660410.375000 Penalty: 4249.388672
	Iteration 77Q: 3 clusters Score -660410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -660410.062500 Penalty: 4249.388672
	Iteration 78Q: 3 clusters Score -660410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -660411.250000 Penalty: 4249.388672
	Iteration 79Q: 3 clusters Score -660411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -660412.875000 Penalty: 4249.388672
	Iteration 80F: 3 clusters Score -660412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -660413.312500 Penalty: 4249.388672
	Iteration 81Q: 3 clusters Score -660413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -660414.562500 Penalty: 4249.388672
	Iteration 82Q: 3 clusters Score -660414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -660415.937500 Penalty: 4249.388672
	Iteration 83Q: 3 clusters Score -660415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -660417.250000 Penalty: 4249.388672
	Iteration 84Q: 3 clusters Score -660417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -660419.187500 Penalty: 4249.388672
	Iteration 85Q: 3 clusters Score -660419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -660419.187500 Penalty: 4249.388672
	Iteration 86F: 3 clusters Score -660419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Entering Unmasked Estep 
Score: -1445632.125000 Penalty: 2314.320801
	Iteration 0F: 2 clusters Score -1445632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1437138.375000 Penalty: 4628.641602
	Iteration 0F: 3 clusters Score -1437138 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1439551.500000 Penalty: 4628.641602
	Iteration 1F: 3 clusters Score -1439552 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1439855.500000 Penalty: 4628.641602
	Iteration 2F: 3 clusters Score -1439856 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1440102.375000 Penalty: 4628.641602
	Iteration 3Q: 3 clusters Score -1440102 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1440298.750000 Penalty: 4628.641602
	Iteration 4Q: 3 clusters Score -1440299 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1440520.125000 Penalty: 4628.641602
	Iteration 5Q: 3 clusters Score -1440520 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1440783.625000 Penalty: 4628.641602
	Iteration 6Q: 3 clusters Score -1440784 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1441068.875000 Penalty: 4628.641602
	Iteration 7Q: 3 clusters Score -1441069 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1441414.875000 Penalty: 4628.641602
	Iteration 8Q: 3 clusters Score -1441415 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1441828.000000 Penalty: 4628.641602
	Iteration 9F: 3 clusters Score -1441828 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1442236.875000 Penalty: 4628.641602
	Iteration 10Q: 3 clusters Score -1442237 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1442589.125000 Penalty: 4628.641602
	Iteration 11Q: 3 clusters Score -1442589 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1442833.250000 Penalty: 4628.641602
	Iteration 12Q: 3 clusters Score -1442833 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1443040.125000 Penalty: 4628.641602
	Iteration 13Q: 3 clusters Score -1443040 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1443197.125000 Penalty: 4628.641602
	Iteration 14Q: 3 clusters Score -1443197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1443323.875000 Penalty: 4628.641602
	Iteration 15Q: 3 clusters Score -1443324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1443431.125000 Penalty: 4628.641602
	Iteration 16Q: 3 clusters Score -1443431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1443498.125000 Penalty: 4628.641602
	Iteration 17Q: 3 clusters Score -1443498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1443548.375000 Penalty: 4628.641602
	Iteration 18Q: 3 clusters Score -1443548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1443592.000000 Penalty: 4628.641602
	Iteration 19Q: 3 clusters Score -1443592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1443621.625000 Penalty: 4628.641602
	Iteration 20F: 3 clusters Score -1443622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1443643.875000 Penalty: 4628.641602
	Iteration 21Q: 3 clusters Score -1443644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1443665.625000 Penalty: 4628.641602
	Iteration 22Q: 3 clusters Score -1443666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1443682.375000 Penalty: 4628.641602
	Iteration 23Q: 3 clusters Score -1443682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1443690.500000 Penalty: 4628.641602
	Iteration 24Q: 3 clusters Score -1443690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1443694.000000 Penalty: 4628.641602
	Iteration 25Q: 3 clusters Score -1443694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1443701.625000 Penalty: 4628.641602
	Iteration 26Q: 3 clusters Score -1443702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1443707.250000 Penalty: 4628.641602
	Iteration 27Q: 3 clusters Score -1443707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1443711.250000 Penalty: 4628.641602
	Iteration 28Q: 3 clusters Score -1443711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1443715.375000 Penalty: 4628.641602
	Iteration 29Q: 3 clusters Score -1443715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1443717.250000 Penalty: 4628.641602
	Iteration 30Q: 3 clusters Score -1443717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1443721.125000 Penalty: 4628.641602
	Iteration 31Q: 3 clusters Score -1443721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1443720.500000 Penalty: 4628.641602
	Iteration 32Q: 3 clusters Score -1443720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1443723.000000 Penalty: 4628.641602
	Iteration 33Q: 3 clusters Score -1443723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1443721.375000 Penalty: 4628.641602
	Iteration 34Q: 3 clusters Score -1443721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1443723.375000 Penalty: 4628.641602
	Iteration 35Q: 3 clusters Score -1443723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1443724.000000 Penalty: 4628.641602
	Iteration 36Q: 3 clusters Score -1443724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1443724.000000 Penalty: 4628.641602
	Iteration 37F: 3 clusters Score -1443724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Entering Unmasked Estep 
Score: -1924054.000000 Penalty: 2389.046631
	Iteration 0F: 2 clusters Score -1924054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1913085.500000 Penalty: 4778.093262
	Iteration 0F: 3 clusters Score -1913086 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1916493.875000 Penalty: 4778.093262
	Iteration 1F: 3 clusters Score -1916494 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1916828.000000 Penalty: 4778.093262
	Iteration 2F: 3 clusters Score -1916828 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1917158.625000 Penalty: 4778.093262
	Iteration 3Q: 3 clusters Score -1917159 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1917534.500000 Penalty: 4778.093262
	Iteration 4Q: 3 clusters Score -1917534 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1917969.625000 Penalty: 4778.093262
	Iteration 5Q: 3 clusters Score -1917970 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1918420.125000 Penalty: 4778.093262
	Iteration 6Q: 3 clusters Score -1918420 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1918901.625000 Penalty: 4778.093262
	Iteration 7F: 3 clusters Score -1918902 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1919388.750000 Penalty: 4778.093262
	Iteration 8F: 3 clusters Score -1919389 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1919993.250000 Penalty: 4778.093262
	Iteration 9F: 3 clusters Score -1919993 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1920739.875000 Penalty: 4778.093262
	Iteration 10F: 3 clusters Score -1920740 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1921509.250000 Penalty: 4778.093262
	Iteration 11F: 3 clusters Score -1921509 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1922104.750000 Penalty: 4778.093262
	Iteration 12Q: 3 clusters Score -1922105 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1922486.625000 Penalty: 4778.093262
	Iteration 13Q: 3 clusters Score -1922487 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1922665.000000 Penalty: 4778.093262
	Iteration 14Q: 3 clusters Score -1922665 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1922731.250000 Penalty: 4778.093262
	Iteration 15Q: 3 clusters Score -1922731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1922765.750000 Penalty: 4778.093262
	Iteration 16Q: 3 clusters Score -1922766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1922792.750000 Penalty: 4778.093262
	Iteration 17Q: 3 clusters Score -1922793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1922809.000000 Penalty: 4778.093262
	Iteration 18Q: 3 clusters Score -1922809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1922820.000000 Penalty: 4778.093262
	Iteration 19Q: 3 clusters Score -1922820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1922835.875000 Penalty: 4778.093262
	Iteration 20F: 3 clusters Score -1922836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1922837.000000 Penalty: 4778.093262
	Iteration 21Q: 3 clusters Score -1922837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1922842.250000 Penalty: 4778.093262
	Iteration 22Q: 3 clusters Score -1922842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1922852.500000 Penalty: 4778.093262
	Iteration 23Q: 3 clusters Score -1922852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1922855.875000 Penalty: 4778.093262
	Iteration 24Q: 3 clusters Score -1922856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1922855.250000 Penalty: 4778.093262
	Iteration 25Q: 3 clusters Score -1922855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1922858.875000 Penalty: 4778.093262
	Iteration 26Q: 3 clusters Score -1922859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1922863.500000 Penalty: 4778.093262
	Iteration 27Q: 3 clusters Score -1922864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1922863.625000 Penalty: 4778.093262
	Iteration 28Q: 3 clusters Score -1922864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1922868.000000 Penalty: 4778.093262
	Iteration 29Q: 3 clusters Score -1922868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1922870.500000 Penalty: 4778.093262
	Iteration 30Q: 3 clusters Score -1922870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1922870.875000 Penalty: 4778.093262
	Iteration 31Q: 3 clusters Score -1922871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1922873.875000 Penalty: 4778.093262
	Iteration 32Q: 3 clusters Score -1922874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1922873.125000 Penalty: 4778.093262
	Iteration 33Q: 3 clusters Score -1922873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1922875.000000 Penalty: 4778.093262
	Iteration 34Q: 3 clusters Score -1922875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1922878.875000 Penalty: 4778.093262
	Iteration 35Q: 3 clusters Score -1922879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1922880.625000 Penalty: 4778.093262
	Iteration 36Q: 3 clusters Score -1922881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1922878.375000 Penalty: 4778.093262
	Iteration 37Q: 3 clusters Score -1922878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1922884.375000 Penalty: 4778.093262
	Iteration 38Q: 3 clusters Score -1922884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1922883.375000 Penalty: 4778.093262
	Iteration 39Q: 3 clusters Score -1922883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1922887.875000 Penalty: 4778.093262
	Iteration 40F: 3 clusters Score -1922888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1922888.500000 Penalty: 4778.093262
	Iteration 41Q: 3 clusters Score -1922888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1922889.125000 Penalty: 4778.093262
	Iteration 42Q: 3 clusters Score -1922889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1922889.250000 Penalty: 4778.093262
	Iteration 43Q: 3 clusters Score -1922889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1922890.375000 Penalty: 4778.093262
	Iteration 44Q: 3 clusters Score -1922890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1922893.500000 Penalty: 4778.093262
	Iteration 45Q: 3 clusters Score -1922894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1922895.750000 Penalty: 4778.093262
	Iteration 46Q: 3 clusters Score -1922896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1922894.750000 Penalty: 4778.093262
	Iteration 47Q: 3 clusters Score -1922895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1922896.125000 Penalty: 4778.093262
	Iteration 48Q: 3 clusters Score -1922896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1922896.750000 Penalty: 4778.093262
	Iteration 49Q: 3 clusters Score -1922897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1922898.875000 Penalty: 4778.093262
	Iteration 50Q: 3 clusters Score -1922899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1922899.500000 Penalty: 4778.093262
	Iteration 51Q: 3 clusters Score -1922900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1922897.375000 Penalty: 4778.093262
	Iteration 52Q: 3 clusters Score -1922897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1922902.000000 Penalty: 4778.093262
	Iteration 53Q: 3 clusters Score -1922902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1922903.500000 Penalty: 4778.093262
	Iteration 54Q: 3 clusters Score -1922904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1922900.125000 Penalty: 4778.093262
	Iteration 55Q: 3 clusters Score -1922900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1922900.125000 Penalty: 4778.093262
	Iteration 56F: 3 clusters Score -1922900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (154274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Entering Unmasked Estep 
Score: -19425116.000000 Penalty: 2962.728516
	Iteration 0F: 2 clusters Score -1.942512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -19323120.000000 Penalty: 5925.457031
	Iteration 0F: 3 clusters Score -1.932312e+07 nChanged 73786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -19365314.000000 Penalty: 5925.457031
	Iteration 1F: 3 clusters Score -1.936531e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -19366208.000000 Penalty: 5925.457031
	Iteration 2Q: 3 clusters Score -1.936621e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -19367322.000000 Penalty: 5925.457031
	Iteration 3Q: 3 clusters Score -1.936732e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -19368728.000000 Penalty: 5925.457031
	Iteration 4Q: 3 clusters Score -1.936873e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -19371176.000000 Penalty: 5925.457031
	Iteration 5Q: 3 clusters Score -1.937118e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -19375662.000000 Penalty: 5925.457031
	Iteration 6F: 3 clusters Score -1.937566e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -19383256.000000 Penalty: 5925.457031
	Iteration 7F: 3 clusters Score -1.938326e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 123767 members 
Entering Unmasked Estep 
Score: -19394166.000000 Penalty: 5925.457031
	Iteration 8F: 3 clusters Score -1.939417e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 136931 members 
Entering Unmasked Estep 
Score: -19406386.000000 Penalty: 5925.457031
	Iteration 9F: 3 clusters Score -1.940639e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -19416142.000000 Penalty: 5925.457031
	Iteration 10F: 3 clusters Score -1.941614e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 151865 members 
Entering Unmasked Estep 
Score: -19420348.000000 Penalty: 5925.457031
	Iteration 11Q: 3 clusters Score -1.942035e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 153516 members 
Entering Unmasked Estep 
Score: -19421778.000000 Penalty: 5925.457031
	Iteration 12Q: 3 clusters Score -1.942178e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -19422194.000000 Penalty: 5925.457031
	Iteration 13Q: 3 clusters Score -1.942219e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154025 members 
Entering Unmasked Estep 
Score: -19422348.000000 Penalty: 5925.457031
	Iteration 14Q: 3 clusters Score -1.942235e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -19422426.000000 Penalty: 5925.457031
	Iteration 15Q: 3 clusters Score -1.942243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154070 members 
Entering Unmasked Estep 
Score: -19422438.000000 Penalty: 5925.457031
	Iteration 16Q: 3 clusters Score -1.942244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -19422454.000000 Penalty: 5925.457031
	Iteration 17Q: 3 clusters Score -1.942245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154076 members 
Entering Unmasked Estep 
Score: -19422470.000000 Penalty: 5925.457031
	Iteration 18Q: 3 clusters Score -1.942247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -19422462.000000 Penalty: 5925.457031
	Iteration 19Q: 3 clusters Score -1.942246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -19422482.000000 Penalty: 5925.457031
	Iteration 20F: 3 clusters Score -1.942248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -19422480.000000 Penalty: 5925.457031
	Iteration 21Q: 3 clusters Score -1.942248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -19422474.000000 Penalty: 5925.457031
	Iteration 22Q: 3 clusters Score -1.942247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -19422486.000000 Penalty: 5925.457031
	Iteration 23Q: 3 clusters Score -1.942249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -19422490.000000 Penalty: 5925.457031
	Iteration 24Q: 3 clusters Score -1.942249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -19422490.000000 Penalty: 5925.457031
	Iteration 25F: 3 clusters Score -1.942249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -429408.406250 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -429408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -425894.000000 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -425894 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -426597.906250 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -426597.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -426739.812500 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -426739.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -426809.968750 Penalty: 4029.284668
	Iteration 3Q: 3 clusters Score -426810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -426852.000000 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -426852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -426879.531250 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -426879.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -426901.156250 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -426901.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -426917.812500 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -426917.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -426928.312500 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -426928.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -426936.562500 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -426936.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -426948.500000 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -426948.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -426957.968750 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -426958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -426965.125000 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -426965.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -426971.718750 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -426971.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -426980.031250 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -426980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -426989.906250 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -426989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -426995.375000 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -426995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -426998.531250 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -426998.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -427004.187500 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -427004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -427009.218750 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -427009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -427011.687500 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -427011.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -427014.343750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -427014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -427015.125000 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -427015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -427016.875000 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -427016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -427018.062500 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -427018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -427018.656250 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -427018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -427019.500000 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -427019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -427020.093750 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -427020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -427021.687500 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -427021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427022.125000 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -427022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427023.062500 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -427023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -427024.718750 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -427024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -427027.437500 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -427027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -427028.781250 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -427028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -427030.656250 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -427030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -427030.968750 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -427031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -427032.250000 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -427032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -427033.375000 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -427033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -427032.968750 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -427033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -427033.375000 Penalty: 4029.284668
	Iteration 39Q: 3 clusters Score -427033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -427033.125000 Penalty: 4029.284668
	Iteration 40F: 3 clusters Score -427033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -161053.703125 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -161053.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158888.421875 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -158888.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159274.781250 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -159274.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -159411.937500 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -159411.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -159599.218750 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -159599.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -159849.828125 Penalty: 3578.029053
	Iteration 4F: 3 clusters Score -159849.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160228.281250 Penalty: 3578.029053
	Iteration 5F: 3 clusters Score -160228.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -160503.140625 Penalty: 3578.029053
	Iteration 6F: 3 clusters Score -160503.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -160630.546875 Penalty: 3578.029053
	Iteration 7F: 3 clusters Score -160630.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -160693.421875 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -160693.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -160726.921875 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -160726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -160740.750000 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -160740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -160750.062500 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -160750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -160752.500000 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -160752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -160753.906250 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -160753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -160753.906250 Penalty: 3578.029053
	Iteration 14F: 3 clusters Score -160753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (169301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Entering Unmasked Estep 
Score: -21213140.000000 Penalty: 2985.779541
	Iteration 0F: 2 clusters Score -2.121314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -21101350.000000 Penalty: 5971.559082
	Iteration 0F: 3 clusters Score -2.110135e+07 nChanged 81107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -21148370.000000 Penalty: 5971.559082
	Iteration 1F: 3 clusters Score -2.114837e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -21149362.000000 Penalty: 5971.559082
	Iteration 2Q: 3 clusters Score -2.114936e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -21150510.000000 Penalty: 5971.559082
	Iteration 3Q: 3 clusters Score -2.115051e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -21152528.000000 Penalty: 5971.559082
	Iteration 4Q: 3 clusters Score -2.115253e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -21155932.000000 Penalty: 5971.559082
	Iteration 5Q: 3 clusters Score -2.115593e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -21162522.000000 Penalty: 5971.559082
	Iteration 6F: 3 clusters Score -2.116252e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 130236 members 
Entering Unmasked Estep 
Score: -21173202.000000 Penalty: 5971.559082
	Iteration 7F: 3 clusters Score -2.11732e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -21187164.000000 Penalty: 5971.559082
	Iteration 8F: 3 clusters Score -2.118716e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -21199252.000000 Penalty: 5971.559082
	Iteration 9F: 3 clusters Score -2.119925e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 164495 members 
Entering Unmasked Estep 
Score: -21206358.000000 Penalty: 5971.559082
	Iteration 10Q: 3 clusters Score -2.120636e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -21209186.000000 Penalty: 5971.559082
	Iteration 11Q: 3 clusters Score -2.120919e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -21209936.000000 Penalty: 5971.559082
	Iteration 12Q: 3 clusters Score -2.120994e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -21210144.000000 Penalty: 5971.559082
	Iteration 13Q: 3 clusters Score -2.121014e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -21210286.000000 Penalty: 5971.559082
	Iteration 14Q: 3 clusters Score -2.121029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -21210366.000000 Penalty: 5971.559082
	Iteration 15Q: 3 clusters Score -2.121037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169083 members 
Entering Unmasked Estep 
Score: -21210398.000000 Penalty: 5971.559082
	Iteration 16Q: 3 clusters Score -2.12104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -21210418.000000 Penalty: 5971.559082
	Iteration 17Q: 3 clusters Score -2.121042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169089 members 
Entering Unmasked Estep 
Score: -21210416.000000 Penalty: 5971.559082
	Iteration 18Q: 3 clusters Score -2.121042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169089 members 
Entering Unmasked Estep 
Score: -21210412.000000 Penalty: 5971.559082
	Iteration 19Q: 3 clusters Score -2.121041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -21210424.000000 Penalty: 5971.559082
	Iteration 20F: 3 clusters Score -2.121042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 169092 members 
Entering Unmasked Estep 
Score: -21210424.000000 Penalty: 5971.559082
	Iteration 21Q: 3 clusters Score -2.121042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -21210430.000000 Penalty: 5971.559082
	Iteration 22Q: 3 clusters Score -2.121043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -21210436.000000 Penalty: 5971.559082
	Iteration 23Q: 3 clusters Score -2.121044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169099 members 
Entering Unmasked Estep 
Score: -21210454.000000 Penalty: 5971.559082
	Iteration 24Q: 3 clusters Score -2.121045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169100 members 
Entering Unmasked Estep 
Score: -21210450.000000 Penalty: 5971.559082
	Iteration 25Q: 3 clusters Score -2.121045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169100 members 
Entering Unmasked Estep 
Score: -21210450.000000 Penalty: 5971.559082
	Iteration 26F: 3 clusters Score -2.121045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -1216853.375000 Penalty: 2272.433838
	Iteration 0F: 2 clusters Score -1216853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1209512.375000 Penalty: 4544.867676
	Iteration 0F: 3 clusters Score -1209512 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1211508.000000 Penalty: 4544.867676
	Iteration 1F: 3 clusters Score -1211508 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1211783.625000 Penalty: 4544.867676
	Iteration 2F: 3 clusters Score -1211784 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1211959.125000 Penalty: 4544.867676
	Iteration 3Q: 3 clusters Score -1211959 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1212084.625000 Penalty: 4544.867676
	Iteration 4Q: 3 clusters Score -1212085 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1212184.625000 Penalty: 4544.867676
	Iteration 5Q: 3 clusters Score -1212185 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1212276.375000 Penalty: 4544.867676
	Iteration 6Q: 3 clusters Score -1212276 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1212364.875000 Penalty: 4544.867676
	Iteration 7Q: 3 clusters Score -1212365 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1212470.375000 Penalty: 4544.867676
	Iteration 8Q: 3 clusters Score -1212470 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1212612.500000 Penalty: 4544.867676
	Iteration 9Q: 3 clusters Score -1212612 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1212759.375000 Penalty: 4544.867676
	Iteration 10Q: 3 clusters Score -1212759 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1212939.250000 Penalty: 4544.867676
	Iteration 11Q: 3 clusters Score -1212939 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1213111.125000 Penalty: 4544.867676
	Iteration 12Q: 3 clusters Score -1213111 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1213281.125000 Penalty: 4544.867676
	Iteration 13Q: 3 clusters Score -1213281 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1213445.000000 Penalty: 4544.867676
	Iteration 14Q: 3 clusters Score -1213445 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1213602.375000 Penalty: 4544.867676
	Iteration 15Q: 3 clusters Score -1213602 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1213776.625000 Penalty: 4544.867676
	Iteration 16Q: 3 clusters Score -1213777 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1213992.750000 Penalty: 4544.867676
	Iteration 17Q: 3 clusters Score -1213993 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1214227.250000 Penalty: 4544.867676
	Iteration 18Q: 3 clusters Score -1214227 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1214458.000000 Penalty: 4544.867676
	Iteration 19Q: 3 clusters Score -1214458 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1214673.375000 Penalty: 4544.867676
	Iteration 20F: 3 clusters Score -1214673 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1214841.125000 Penalty: 4544.867676
	Iteration 21Q: 3 clusters Score -1214841 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1214990.750000 Penalty: 4544.867676
	Iteration 22Q: 3 clusters Score -1214991 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1215105.625000 Penalty: 4544.867676
	Iteration 23Q: 3 clusters Score -1215106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1215189.125000 Penalty: 4544.867676
	Iteration 24Q: 3 clusters Score -1215189 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1215263.875000 Penalty: 4544.867676
	Iteration 25Q: 3 clusters Score -1215264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1215317.750000 Penalty: 4544.867676
	Iteration 26Q: 3 clusters Score -1215318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1215350.625000 Penalty: 4544.867676
	Iteration 27Q: 3 clusters Score -1215351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1215380.375000 Penalty: 4544.867676
	Iteration 28Q: 3 clusters Score -1215380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1215406.000000 Penalty: 4544.867676
	Iteration 29Q: 3 clusters Score -1215406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1215422.875000 Penalty: 4544.867676
	Iteration 30Q: 3 clusters Score -1215423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1215433.125000 Penalty: 4544.867676
	Iteration 31Q: 3 clusters Score -1215433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1215440.500000 Penalty: 4544.867676
	Iteration 32Q: 3 clusters Score -1215440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1215447.625000 Penalty: 4544.867676
	Iteration 33Q: 3 clusters Score -1215448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1215449.250000 Penalty: 4544.867676
	Iteration 34Q: 3 clusters Score -1215449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1215450.500000 Penalty: 4544.867676
	Iteration 35Q: 3 clusters Score -1215450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1215450.500000 Penalty: 4544.867676
	Iteration 36Q: 3 clusters Score -1215450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1215449.750000 Penalty: 4544.867676
	Iteration 37Q: 3 clusters Score -1215450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1215452.750000 Penalty: 4544.867676
	Iteration 38Q: 3 clusters Score -1215453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1215451.875000 Penalty: 4544.867676
	Iteration 39Q: 3 clusters Score -1215452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1215453.750000 Penalty: 4544.867676
	Iteration 40F: 3 clusters Score -1215454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1215452.750000 Penalty: 4544.867676
	Iteration 41Q: 3 clusters Score -1215453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1215452.000000 Penalty: 4544.867676
	Iteration 42Q: 3 clusters Score -1215452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1215455.125000 Penalty: 4544.867676
	Iteration 43Q: 3 clusters Score -1215455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1215455.375000 Penalty: 4544.867676
	Iteration 44Q: 3 clusters Score -1215455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1215456.875000 Penalty: 4544.867676
	Iteration 45Q: 3 clusters Score -1215457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1215456.250000 Penalty: 4544.867676
	Iteration 46Q: 3 clusters Score -1215456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1215454.875000 Penalty: 4544.867676
	Iteration 47Q: 3 clusters Score -1215455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1215456.250000 Penalty: 4544.867676
	Iteration 48Q: 3 clusters Score -1215456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1215458.000000 Penalty: 4544.867676
	Iteration 49Q: 3 clusters Score -1215458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1215458.000000 Penalty: 4544.867676
	Iteration 50F: 3 clusters Score -1215458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Entering Unmasked Estep 
Score: -972709.062500 Penalty: 2233.705566
	Iteration 0F: 2 clusters Score -972709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -966235.437500 Penalty: 4467.411133
	Iteration 0F: 3 clusters Score -966235.4 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -968178.125000 Penalty: 4467.411133
	Iteration 1F: 3 clusters Score -968178.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -968775.062500 Penalty: 4467.411133
	Iteration 2F: 3 clusters Score -968775.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -969361.687500 Penalty: 4467.411133
	Iteration 3F: 3 clusters Score -969361.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -969824.750000 Penalty: 4467.411133
	Iteration 4F: 3 clusters Score -969824.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -970235.937500 Penalty: 4467.411133
	Iteration 5F: 3 clusters Score -970235.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -970566.062500 Penalty: 4467.411133
	Iteration 6F: 3 clusters Score -970566.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -970786.062500 Penalty: 4467.411133
	Iteration 7Q: 3 clusters Score -970786.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -970937.562500 Penalty: 4467.411133
	Iteration 8Q: 3 clusters Score -970937.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -971044.187500 Penalty: 4467.411133
	Iteration 9Q: 3 clusters Score -971044.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -971117.750000 Penalty: 4467.411133
	Iteration 10Q: 3 clusters Score -971117.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -971183.312500 Penalty: 4467.411133
	Iteration 11Q: 3 clusters Score -971183.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -971227.062500 Penalty: 4467.411133
	Iteration 12Q: 3 clusters Score -971227.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -971263.625000 Penalty: 4467.411133
	Iteration 13Q: 3 clusters Score -971263.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -971294.437500 Penalty: 4467.411133
	Iteration 14Q: 3 clusters Score -971294.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -971310.750000 Penalty: 4467.411133
	Iteration 15Q: 3 clusters Score -971310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -971325.312500 Penalty: 4467.411133
	Iteration 16Q: 3 clusters Score -971325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -971335.437500 Penalty: 4467.411133
	Iteration 17Q: 3 clusters Score -971335.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -971342.375000 Penalty: 4467.411133
	Iteration 18Q: 3 clusters Score -971342.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -971348.875000 Penalty: 4467.411133
	Iteration 19Q: 3 clusters Score -971348.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -971359.250000 Penalty: 4467.411133
	Iteration 20F: 3 clusters Score -971359.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -971367.625000 Penalty: 4467.411133
	Iteration 21Q: 3 clusters Score -971367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -971371.125000 Penalty: 4467.411133
	Iteration 22Q: 3 clusters Score -971371.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -971380.750000 Penalty: 4467.411133
	Iteration 23Q: 3 clusters Score -971380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -971386.500000 Penalty: 4467.411133
	Iteration 24Q: 3 clusters Score -971386.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -971392.500000 Penalty: 4467.411133
	Iteration 25Q: 3 clusters Score -971392.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -971396.812500 Penalty: 4467.411133
	Iteration 26Q: 3 clusters Score -971396.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -971403.062500 Penalty: 4467.411133
	Iteration 27Q: 3 clusters Score -971403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -971405.562500 Penalty: 4467.411133
	Iteration 28Q: 3 clusters Score -971405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -971409.000000 Penalty: 4467.411133
	Iteration 29Q: 3 clusters Score -971409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -971414.312500 Penalty: 4467.411133
	Iteration 30Q: 3 clusters Score -971414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -971417.187500 Penalty: 4467.411133
	Iteration 31Q: 3 clusters Score -971417.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -971424.812500 Penalty: 4467.411133
	Iteration 32Q: 3 clusters Score -971424.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -971429.500000 Penalty: 4467.411133
	Iteration 33Q: 3 clusters Score -971429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -971434.687500 Penalty: 4467.411133
	Iteration 34Q: 3 clusters Score -971434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -971443.687500 Penalty: 4467.411133
	Iteration 35Q: 3 clusters Score -971443.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -971447.125000 Penalty: 4467.411133
	Iteration 36Q: 3 clusters Score -971447.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -971452.062500 Penalty: 4467.411133
	Iteration 37Q: 3 clusters Score -971452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -971456.375000 Penalty: 4467.411133
	Iteration 38Q: 3 clusters Score -971456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -971459.062500 Penalty: 4467.411133
	Iteration 39Q: 3 clusters Score -971459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -971460.437500 Penalty: 4467.411133
	Iteration 40F: 3 clusters Score -971460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -971459.937500 Penalty: 4467.411133
	Iteration 41Q: 3 clusters Score -971459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -971466.937500 Penalty: 4467.411133
	Iteration 42Q: 3 clusters Score -971466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -971470.875000 Penalty: 4467.411133
	Iteration 43Q: 3 clusters Score -971470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -971475.312500 Penalty: 4467.411133
	Iteration 44Q: 3 clusters Score -971475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -971474.875000 Penalty: 4467.411133
	Iteration 45Q: 3 clusters Score -971474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -971481.937500 Penalty: 4467.411133
	Iteration 46Q: 3 clusters Score -971481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -971498.375000 Penalty: 4467.411133
	Iteration 47Q: 3 clusters Score -971498.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -971517.937500 Penalty: 4467.411133
	Iteration 48Q: 3 clusters Score -971517.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -971529.125000 Penalty: 4467.411133
	Iteration 49Q: 3 clusters Score -971529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -971534.937500 Penalty: 4467.411133
	Iteration 50Q: 3 clusters Score -971534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -971539.500000 Penalty: 4467.411133
	Iteration 51Q: 3 clusters Score -971539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -971542.312500 Penalty: 4467.411133
	Iteration 52Q: 3 clusters Score -971542.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -971548.687500 Penalty: 4467.411133
	Iteration 53Q: 3 clusters Score -971548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -971557.250000 Penalty: 4467.411133
	Iteration 54Q: 3 clusters Score -971557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -971563.812500 Penalty: 4467.411133
	Iteration 55Q: 3 clusters Score -971563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -971566.687500 Penalty: 4467.411133
	Iteration 56Q: 3 clusters Score -971566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -971569.375000 Penalty: 4467.411133
	Iteration 57Q: 3 clusters Score -971569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -971575.875000 Penalty: 4467.411133
	Iteration 58Q: 3 clusters Score -971575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -971579.937500 Penalty: 4467.411133
	Iteration 59Q: 3 clusters Score -971579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -971583.312500 Penalty: 4467.411133
	Iteration 60F: 3 clusters Score -971583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -971586.375000 Penalty: 4467.411133
	Iteration 61Q: 3 clusters Score -971586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -971589.000000 Penalty: 4467.411133
	Iteration 62Q: 3 clusters Score -971589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -971588.625000 Penalty: 4467.411133
	Iteration 63Q: 3 clusters Score -971588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -971588.437500 Penalty: 4467.411133
	Iteration 64Q: 3 clusters Score -971588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -971590.187500 Penalty: 4467.411133
	Iteration 65Q: 3 clusters Score -971590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -971590.500000 Penalty: 4467.411133
	Iteration 66Q: 3 clusters Score -971590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -971590.500000 Penalty: 4467.411133
	Iteration 67F: 3 clusters Score -971590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Entering Unmasked Estep 
Score: -1475339.250000 Penalty: 2320.437500
	Iteration 0F: 2 clusters Score -1475339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1466640.000000 Penalty: 4640.875000
	Iteration 0F: 3 clusters Score -1466640 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1469154.000000 Penalty: 4640.875000
	Iteration 1F: 3 clusters Score -1469154 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1469473.750000 Penalty: 4640.875000
	Iteration 2F: 3 clusters Score -1469474 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1469705.500000 Penalty: 4640.875000
	Iteration 3Q: 3 clusters Score -1469706 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1469851.250000 Penalty: 4640.875000
	Iteration 4Q: 3 clusters Score -1469851 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1469966.500000 Penalty: 4640.875000
	Iteration 5Q: 3 clusters Score -1469966 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1470061.875000 Penalty: 4640.875000
	Iteration 6Q: 3 clusters Score -1470062 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1470153.375000 Penalty: 4640.875000
	Iteration 7Q: 3 clusters Score -1470153 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1470212.750000 Penalty: 4640.875000
	Iteration 8Q: 3 clusters Score -1470213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1470271.750000 Penalty: 4640.875000
	Iteration 9Q: 3 clusters Score -1470272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1470308.500000 Penalty: 4640.875000
	Iteration 10Q: 3 clusters Score -1470308 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1470346.875000 Penalty: 4640.875000
	Iteration 11Q: 3 clusters Score -1470347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1470384.000000 Penalty: 4640.875000
	Iteration 12Q: 3 clusters Score -1470384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1470417.750000 Penalty: 4640.875000
	Iteration 13Q: 3 clusters Score -1470418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1470441.375000 Penalty: 4640.875000
	Iteration 14Q: 3 clusters Score -1470441 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1470476.875000 Penalty: 4640.875000
	Iteration 15Q: 3 clusters Score -1470477 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1470528.000000 Penalty: 4640.875000
	Iteration 16Q: 3 clusters Score -1470528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1470578.625000 Penalty: 4640.875000
	Iteration 17Q: 3 clusters Score -1470579 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1470661.625000 Penalty: 4640.875000
	Iteration 18Q: 3 clusters Score -1470662 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1470761.875000 Penalty: 4640.875000
	Iteration 19Q: 3 clusters Score -1470762 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1470881.875000 Penalty: 4640.875000
	Iteration 20F: 3 clusters Score -1470882 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1471024.000000 Penalty: 4640.875000
	Iteration 21Q: 3 clusters Score -1471024 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1471201.250000 Penalty: 4640.875000
	Iteration 22Q: 3 clusters Score -1471201 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1471420.125000 Penalty: 4640.875000
	Iteration 23Q: 3 clusters Score -1471420 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1471672.250000 Penalty: 4640.875000
	Iteration 24Q: 3 clusters Score -1471672 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1471928.250000 Penalty: 4640.875000
	Iteration 25Q: 3 clusters Score -1471928 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1472244.000000 Penalty: 4640.875000
	Iteration 26Q: 3 clusters Score -1472244 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1472562.625000 Penalty: 4640.875000
	Iteration 27Q: 3 clusters Score -1472563 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1472855.750000 Penalty: 4640.875000
	Iteration 28Q: 3 clusters Score -1472856 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1473114.625000 Penalty: 4640.875000
	Iteration 29Q: 3 clusters Score -1473115 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1473336.375000 Penalty: 4640.875000
	Iteration 30Q: 3 clusters Score -1473336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1473498.125000 Penalty: 4640.875000
	Iteration 31Q: 3 clusters Score -1473498 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1473653.250000 Penalty: 4640.875000
	Iteration 32Q: 3 clusters Score -1473653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1473763.125000 Penalty: 4640.875000
	Iteration 33Q: 3 clusters Score -1473763 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1473842.625000 Penalty: 4640.875000
	Iteration 34Q: 3 clusters Score -1473843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1473897.500000 Penalty: 4640.875000
	Iteration 35Q: 3 clusters Score -1473898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1473948.750000 Penalty: 4640.875000
	Iteration 36Q: 3 clusters Score -1473949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1473980.625000 Penalty: 4640.875000
	Iteration 37Q: 3 clusters Score -1473981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1474003.875000 Penalty: 4640.875000
	Iteration 38Q: 3 clusters Score -1474004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1474030.125000 Penalty: 4640.875000
	Iteration 39Q: 3 clusters Score -1474030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1474040.000000 Penalty: 4640.875000
	Iteration 40F: 3 clusters Score -1474040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1474058.625000 Penalty: 4640.875000
	Iteration 41Q: 3 clusters Score -1474059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1474079.125000 Penalty: 4640.875000
	Iteration 42Q: 3 clusters Score -1474079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1474092.125000 Penalty: 4640.875000
	Iteration 43Q: 3 clusters Score -1474092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1474095.000000 Penalty: 4640.875000
	Iteration 44Q: 3 clusters Score -1474095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1474102.125000 Penalty: 4640.875000
	Iteration 45Q: 3 clusters Score -1474102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1474109.875000 Penalty: 4640.875000
	Iteration 46Q: 3 clusters Score -1474110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1474118.250000 Penalty: 4640.875000
	Iteration 47Q: 3 clusters Score -1474118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1474128.000000 Penalty: 4640.875000
	Iteration 48Q: 3 clusters Score -1474128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1474141.375000 Penalty: 4640.875000
	Iteration 49Q: 3 clusters Score -1474141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1474142.250000 Penalty: 4640.875000
	Iteration 50Q: 3 clusters Score -1474142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1474145.625000 Penalty: 4640.875000
	Iteration 51Q: 3 clusters Score -1474146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1474149.125000 Penalty: 4640.875000
	Iteration 52Q: 3 clusters Score -1474149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1474152.000000 Penalty: 4640.875000
	Iteration 53Q: 3 clusters Score -1474152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1474151.125000 Penalty: 4640.875000
	Iteration 54Q: 3 clusters Score -1474151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1474154.125000 Penalty: 4640.875000
	Iteration 55Q: 3 clusters Score -1474154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1474154.125000 Penalty: 4640.875000
	Iteration 56F: 3 clusters Score -1474154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -287220.531250 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -287220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284370.968750 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -284371 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -284865.500000 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -284865.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -284977.187500 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -284977.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285046.500000 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -285046.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -285090.593750 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -285090.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -285122.562500 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -285122.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -285146.031250 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -285146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -285172.125000 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -285172.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -285189.406250 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -285189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -285206.000000 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -285206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -285224.500000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -285224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -285240.906250 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -285240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -285253.937500 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -285253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -285267.187500 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -285267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -285275.781250 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -285275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -285280.437500 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -285280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -285283.781250 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -285283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -285288.093750 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -285288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -285289.843750 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -285289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -285290.812500 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -285290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -285291.906250 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -285291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -285292.468750 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -285292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -285292.656250 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -285292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -285293.937500 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -285293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -285294.406250 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -285294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -285295.125000 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -285295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -285295.781250 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -285295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -285296.500000 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -285296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -285297.656250 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -285297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -285299.718750 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -285299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -285302.687500 Penalty: 3840.446777
	Iteration 30Q: 3 clusters Score -285302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -285303.781250 Penalty: 3840.446777
	Iteration 31Q: 3 clusters Score -285303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -285307.062500 Penalty: 3840.446777
	Iteration 32Q: 3 clusters Score -285307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -285309.000000 Penalty: 3840.446777
	Iteration 33Q: 3 clusters Score -285309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -285312.312500 Penalty: 3840.446777
	Iteration 34Q: 3 clusters Score -285312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -285314.093750 Penalty: 3840.446777
	Iteration 35Q: 3 clusters Score -285314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -285316.781250 Penalty: 3840.446777
	Iteration 36Q: 3 clusters Score -285316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -285320.218750 Penalty: 3840.446777
	Iteration 37Q: 3 clusters Score -285320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -285322.843750 Penalty: 3840.446777
	Iteration 38Q: 3 clusters Score -285322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -285324.531250 Penalty: 3840.446777
	Iteration 39Q: 3 clusters Score -285324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -285328.093750 Penalty: 3840.446777
	Iteration 40F: 3 clusters Score -285328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -285329.500000 Penalty: 3840.446777
	Iteration 41Q: 3 clusters Score -285329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -285332.781250 Penalty: 3840.446777
	Iteration 42Q: 3 clusters Score -285332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -285335.718750 Penalty: 3840.446777
	Iteration 43Q: 3 clusters Score -285335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -285337.562500 Penalty: 3840.446777
	Iteration 44Q: 3 clusters Score -285337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -285338.156250 Penalty: 3840.446777
	Iteration 45Q: 3 clusters Score -285338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -285338.312500 Penalty: 3840.446777
	Iteration 46Q: 3 clusters Score -285338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -285338.906250 Penalty: 3840.446777
	Iteration 47Q: 3 clusters Score -285338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -285338.906250 Penalty: 3840.446777
	Iteration 48F: 3 clusters Score -285338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -243454.421875 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -243454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -240899.625000 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -240899.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -241519.406250 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -241519.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -241706.656250 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -241706.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -241833.593750 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -241833.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -241924.187500 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -241924.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -242000.250000 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -242000.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -242073.015625 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -242073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -242122.671875 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -242122.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -242171.656250 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -242171.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -242206.015625 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -242206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -242244.437500 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -242244.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -242291.640625 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -242291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -242333.546875 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -242333.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -242360.875000 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -242360.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -242375.515625 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -242375.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -242390.359375 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -242390.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -242409.687500 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -242409.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -242420.875000 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -242420.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -242430.546875 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -242430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -242435.468750 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -242435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -242444.437500 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -242444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -242456.187500 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -242456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -242462.656250 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -242462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -242467.906250 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -242467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -242474.531250 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -242474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -242476.703125 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -242476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -242478.828125 Penalty: 3782.778809
	Iteration 26Q: 3 clusters Score -242478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -242479.281250 Penalty: 3782.778809
	Iteration 27Q: 3 clusters Score -242479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -242479.281250 Penalty: 3782.778809
	Iteration 28F: 3 clusters Score -242479.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Entering Unmasked Estep 
Score: -9427314.000000 Penalty: 2790.934082
	Iteration 0F: 2 clusters Score -9427314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -9375462.000000 Penalty: 5581.868164
	Iteration 0F: 3 clusters Score -9375462 nChanged 36110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -9395777.000000 Penalty: 5581.868164
	Iteration 1F: 3 clusters Score -9395777 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -9396336.000000 Penalty: 5581.868164
	Iteration 2Q: 3 clusters Score -9396336 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -9396924.000000 Penalty: 5581.868164
	Iteration 3Q: 3 clusters Score -9396924 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -9397610.000000 Penalty: 5581.868164
	Iteration 4Q: 3 clusters Score -9397610 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -9398438.000000 Penalty: 5581.868164
	Iteration 5Q: 3 clusters Score -9398438 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -9399517.000000 Penalty: 5581.868164
	Iteration 6Q: 3 clusters Score -9399517 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -9401197.000000 Penalty: 5581.868164
	Iteration 7Q: 3 clusters Score -9401197 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -9403580.000000 Penalty: 5581.868164
	Iteration 8F: 3 clusters Score -9403580 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -9406655.000000 Penalty: 5581.868164
	Iteration 9F: 3 clusters Score -9406655 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -9409791.000000 Penalty: 5581.868164
	Iteration 10F: 3 clusters Score -9409791 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -9412703.000000 Penalty: 5581.868164
	Iteration 11F: 3 clusters Score -9412703 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -9415426.000000 Penalty: 5581.868164
	Iteration 12Q: 3 clusters Score -9415426 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -9417667.000000 Penalty: 5581.868164
	Iteration 13Q: 3 clusters Score -9417667 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -9419118.000000 Penalty: 5581.868164
	Iteration 14Q: 3 clusters Score -9419118 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -9420291.000000 Penalty: 5581.868164
	Iteration 15Q: 3 clusters Score -9420291 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -9421352.000000 Penalty: 5581.868164
	Iteration 16Q: 3 clusters Score -9421352 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -9422183.000000 Penalty: 5581.868164
	Iteration 17Q: 3 clusters Score -9422183 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -9422875.000000 Penalty: 5581.868164
	Iteration 18Q: 3 clusters Score -9422875 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -9423349.000000 Penalty: 5581.868164
	Iteration 19Q: 3 clusters Score -9423349 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -9423616.000000 Penalty: 5581.868164
	Iteration 20F: 3 clusters Score -9423616 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -9423838.000000 Penalty: 5581.868164
	Iteration 21Q: 3 clusters Score -9423838 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -9423967.000000 Penalty: 5581.868164
	Iteration 22Q: 3 clusters Score -9423967 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -9424055.000000 Penalty: 5581.868164
	Iteration 23Q: 3 clusters Score -9424055 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -9424160.000000 Penalty: 5581.868164
	Iteration 24Q: 3 clusters Score -9424160 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -9424234.000000 Penalty: 5581.868164
	Iteration 25Q: 3 clusters Score -9424234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -9424267.000000 Penalty: 5581.868164
	Iteration 26Q: 3 clusters Score -9424267 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -9424316.000000 Penalty: 5581.868164
	Iteration 27Q: 3 clusters Score -9424316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -9424311.000000 Penalty: 5581.868164
	Iteration 28Q: 3 clusters Score -9424311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -9424352.000000 Penalty: 5581.868164
	Iteration 29Q: 3 clusters Score -9424352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -9424391.000000 Penalty: 5581.868164
	Iteration 30Q: 3 clusters Score -9424391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9424421.000000 Penalty: 5581.868164
	Iteration 31Q: 3 clusters Score -9424421 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9424447.000000 Penalty: 5581.868164
	Iteration 32Q: 3 clusters Score -9424447 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9424453.000000 Penalty: 5581.868164
	Iteration 33Q: 3 clusters Score -9424453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -9424459.000000 Penalty: 5581.868164
	Iteration 34Q: 3 clusters Score -9424459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9424471.000000 Penalty: 5581.868164
	Iteration 35Q: 3 clusters Score -9424471 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -9424511.000000 Penalty: 5581.868164
	Iteration 36Q: 3 clusters Score -9424511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -9424507.000000 Penalty: 5581.868164
	Iteration 37Q: 3 clusters Score -9424507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9424536.000000 Penalty: 5581.868164
	Iteration 38Q: 3 clusters Score -9424536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9424541.000000 Penalty: 5581.868164
	Iteration 39Q: 3 clusters Score -9424541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9424536.000000 Penalty: 5581.868164
	Iteration 40F: 3 clusters Score -9424536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -9424542.000000 Penalty: 5581.868164
	Iteration 41Q: 3 clusters Score -9424542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9424553.000000 Penalty: 5581.868164
	Iteration 42Q: 3 clusters Score -9424553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9424565.000000 Penalty: 5581.868164
	Iteration 43Q: 3 clusters Score -9424565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9424582.000000 Penalty: 5581.868164
	Iteration 44Q: 3 clusters Score -9424582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9424584.000000 Penalty: 5581.868164
	Iteration 45Q: 3 clusters Score -9424584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9424590.000000 Penalty: 5581.868164
	Iteration 46Q: 3 clusters Score -9424590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -9424600.000000 Penalty: 5581.868164
	Iteration 47Q: 3 clusters Score -9424600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9424607.000000 Penalty: 5581.868164
	Iteration 48Q: 3 clusters Score -9424607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -9424614.000000 Penalty: 5581.868164
	Iteration 49Q: 3 clusters Score -9424614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9424627.000000 Penalty: 5581.868164
	Iteration 50Q: 3 clusters Score -9424627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9424622.000000 Penalty: 5581.868164
	Iteration 51Q: 3 clusters Score -9424622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9424597.000000 Penalty: 5581.868164
	Iteration 52Q: 3 clusters Score -9424597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9424613.000000 Penalty: 5581.868164
	Iteration 53Q: 3 clusters Score -9424613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9424610.000000 Penalty: 5581.868164
	Iteration 54Q: 3 clusters Score -9424610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9424609.000000 Penalty: 5581.868164
	Iteration 55Q: 3 clusters Score -9424609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9424618.000000 Penalty: 5581.868164
	Iteration 56Q: 3 clusters Score -9424618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9424631.000000 Penalty: 5581.868164
	Iteration 57Q: 3 clusters Score -9424631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9424633.000000 Penalty: 5581.868164
	Iteration 58Q: 3 clusters Score -9424633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9424648.000000 Penalty: 5581.868164
	Iteration 59Q: 3 clusters Score -9424648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9424648.000000 Penalty: 5581.868164
	Iteration 60F: 3 clusters Score -9424648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -9424662.000000 Penalty: 5581.868164
	Iteration 61Q: 3 clusters Score -9424662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9424664.000000 Penalty: 5581.868164
	Iteration 62Q: 3 clusters Score -9424664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -9424674.000000 Penalty: 5581.868164
	Iteration 63Q: 3 clusters Score -9424674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9424673.000000 Penalty: 5581.868164
	Iteration 64Q: 3 clusters Score -9424673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9424673.000000 Penalty: 5581.868164
	Iteration 65Q: 3 clusters Score -9424673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9424682.000000 Penalty: 5581.868164
	Iteration 66Q: 3 clusters Score -9424682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9424695.000000 Penalty: 5581.868164
	Iteration 67Q: 3 clusters Score -9424695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9424709.000000 Penalty: 5581.868164
	Iteration 68Q: 3 clusters Score -9424709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -9424706.000000 Penalty: 5581.868164
	Iteration 69Q: 3 clusters Score -9424706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9424714.000000 Penalty: 5581.868164
	Iteration 70Q: 3 clusters Score -9424714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9424722.000000 Penalty: 5581.868164
	Iteration 71Q: 3 clusters Score -9424722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9424724.000000 Penalty: 5581.868164
	Iteration 72Q: 3 clusters Score -9424724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9424728.000000 Penalty: 5581.868164
	Iteration 73Q: 3 clusters Score -9424728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9424732.000000 Penalty: 5581.868164
	Iteration 74Q: 3 clusters Score -9424732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9424756.000000 Penalty: 5581.868164
	Iteration 75Q: 3 clusters Score -9424756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9424768.000000 Penalty: 5581.868164
	Iteration 76Q: 3 clusters Score -9424768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9424766.000000 Penalty: 5581.868164
	Iteration 77Q: 3 clusters Score -9424766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9424769.000000 Penalty: 5581.868164
	Iteration 78Q: 3 clusters Score -9424769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9424761.000000 Penalty: 5581.868164
	Iteration 79Q: 3 clusters Score -9424761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9424751.000000 Penalty: 5581.868164
	Iteration 80F: 3 clusters Score -9424751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9424753.000000 Penalty: 5581.868164
	Iteration 81Q: 3 clusters Score -9424753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9424758.000000 Penalty: 5581.868164
	Iteration 82Q: 3 clusters Score -9424758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9424764.000000 Penalty: 5581.868164
	Iteration 83Q: 3 clusters Score -9424764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9424757.000000 Penalty: 5581.868164
	Iteration 84Q: 3 clusters Score -9424757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -9424769.000000 Penalty: 5581.868164
	Iteration 85Q: 3 clusters Score -9424769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9424769.000000 Penalty: 5581.868164
	Iteration 86Q: 3 clusters Score -9424769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9424769.000000 Penalty: 5581.868164
	Iteration 87F: 3 clusters Score -9424769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 272 members 
Entering Unmasked Estep 
Score: -59782.550781 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59782.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59994.972656 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -59994.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60047.507812 Penalty: 3128.816650
	Iteration 2Q: 3 clusters Score -60047.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60065.554688 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -60065.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60085.171875 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60085.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60097.472656 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60097.47 nChanged 6
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: -60109.101562 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60137.671875 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60137.67 nChanged 13
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: -60191.308594 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60191.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60294.699219 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -60294.7 nChanged 18
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: -60384.437500 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -60384.44 nChanged 20
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: -60541.824219 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -60541.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60666.152344 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -60666.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60759.261719 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -60759.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60849.566406 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -60849.57 nChanged 13
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: -61015.937500 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -61015.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61057.453125 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -61057.45 nChanged 9
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: -61104.195312 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -61104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61151.515625 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -61151.52 nChanged 7
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: -61203.289062 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -61203.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61388.179688 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -61388.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61538.875000 Penalty: 3128.816650
	Iteration 21Q: 3 clusters Score -61538.88 nChanged 1
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: -61546.960938 Penalty: 3128.816650
	Iteration 22Q: 3 clusters Score -61546.96 nChanged 0
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: -61546.960938 Penalty: 3128.816650
	Iteration 23F: 3 clusters Score -61546.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160096 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 154274 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 371 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169301 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 178 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156308 members 
Entering Unmasked Estep 
Score: -105758576.000000 Penalty: 88087.070312
Splitting cluster 23 changes total score from -105760400.000000 to -105758576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -57495.421875 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57495.42 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: -55930.191406 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55930.19 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56258.914062 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56258.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56528.199219 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56528.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56688.292969 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56688.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56920.570312 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -56920.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57097.718750 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -57097.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57265.789062 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57265.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57434.621094 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57434.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58005.527344 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -58005.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58133.804688 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -58133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58226.277344 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -58226.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58262.785156 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -58262.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58271.425781 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -58271.43 nChanged 2
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: -58278.429688 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -58278.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58289.640625 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -58289.64 nChanged 1
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: -58292.175781 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -58292.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58293.476562 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -58293.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58298.097656 Penalty: 3128.816650
	Iteration 17F: 3 clusters Score -58298.1 nChanged 4
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: -58306.687500 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -58306.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58324.558594 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -58324.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58351.988281 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -58351.99 nChanged 12
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: -58427.617188 Penalty: 3128.816650
	Iteration 21Q: 3 clusters Score -58427.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58599.042969 Penalty: 3128.816650
	Iteration 22Q: 3 clusters Score -58599.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58684.003906 Penalty: 3128.816650
	Iteration 23Q: 3 clusters Score -58684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58684.003906 Penalty: 3128.816650
	Iteration 24F: 3 clusters Score -58684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160096 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 154274 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169301 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156308 members 
Entering Unmasked Estep 
Score: -105759552.000000 Penalty: 88087.070312
Splitting cluster 24 changes total score from -105760400.000000 to -105759552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -101610.679688 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -101610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99782.398438 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -99782.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100035.937500 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -100035.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100104.859375 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -100104.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100135.554688 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -100135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100144.585938 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -100144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100150.023438 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -100150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100162.218750 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -100162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100174.375000 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -100174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100183.460938 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -100183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100189.156250 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -100189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100190.562500 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -100190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100190.562500 Penalty: 3345.637207
	Iteration 11F: 3 clusters Score -100190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (156308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Entering Unmasked Estep 
Score: -19689776.000000 Penalty: 2965.976562
	Iteration 0F: 2 clusters Score -1.968978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -19587410.000000 Penalty: 5931.953125
	Iteration 0F: 3 clusters Score -1.958741e+07 nChanged 74614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -19630354.000000 Penalty: 5931.953125
	Iteration 1F: 3 clusters Score -1.963035e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -19631234.000000 Penalty: 5931.953125
	Iteration 2Q: 3 clusters Score -1.963123e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -19632242.000000 Penalty: 5931.953125
	Iteration 3Q: 3 clusters Score -1.963224e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -19633778.000000 Penalty: 5931.953125
	Iteration 4Q: 3 clusters Score -1.963378e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -19635884.000000 Penalty: 5931.953125
	Iteration 5Q: 3 clusters Score -1.963588e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -19639628.000000 Penalty: 5931.953125
	Iteration 6Q: 3 clusters Score -1.963963e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -19646150.000000 Penalty: 5931.953125
	Iteration 7F: 3 clusters Score -1.964615e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 117688 members 
Entering Unmasked Estep 
Score: -19655328.000000 Penalty: 5931.953125
	Iteration 8F: 3 clusters Score -1.965533e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -19665230.000000 Penalty: 5931.953125
	Iteration 9F: 3 clusters Score -1.966523e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -19673960.000000 Penalty: 5931.953125
	Iteration 10F: 3 clusters Score -1.967396e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -19680056.000000 Penalty: 5931.953125
	Iteration 11Q: 3 clusters Score -1.968006e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 148358 members 
Entering Unmasked Estep 
Score: -19683488.000000 Penalty: 5931.953125
	Iteration 12Q: 3 clusters Score -1.968349e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -19685284.000000 Penalty: 5931.953125
	Iteration 13Q: 3 clusters Score -1.968528e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -19686260.000000 Penalty: 5931.953125
	Iteration 14Q: 3 clusters Score -1.968626e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 153314 members 
Entering Unmasked Estep 
Score: -19686854.000000 Penalty: 5931.953125
	Iteration 15Q: 3 clusters Score -1.968685e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -19687126.000000 Penalty: 5931.953125
	Iteration 16Q: 3 clusters Score -1.968713e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 154344 members 
Entering Unmasked Estep 
Score: -19687302.000000 Penalty: 5931.953125
	Iteration 17Q: 3 clusters Score -1.96873e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 154605 members 
Entering Unmasked Estep 
Score: -19687424.000000 Penalty: 5931.953125
	Iteration 18Q: 3 clusters Score -1.968742e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -19687450.000000 Penalty: 5931.953125
	Iteration 19Q: 3 clusters Score -1.968745e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -19687542.000000 Penalty: 5931.953125
	Iteration 20F: 3 clusters Score -1.968754e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 155070 members 
Entering Unmasked Estep 
Score: -19687506.000000 Penalty: 5931.953125
	Iteration 21Q: 3 clusters Score -1.968751e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -19687542.000000 Penalty: 5931.953125
	Iteration 22Q: 3 clusters Score -1.968754e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -19687570.000000 Penalty: 5931.953125
	Iteration 23Q: 3 clusters Score -1.968757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -19687578.000000 Penalty: 5931.953125
	Iteration 24Q: 3 clusters Score -1.968758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -19687608.000000 Penalty: 5931.953125
	Iteration 25Q: 3 clusters Score -1.968761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 155277 members 
Entering Unmasked Estep 
Score: -19687620.000000 Penalty: 5931.953125
	Iteration 26Q: 3 clusters Score -1.968762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 155295 members 
Entering Unmasked Estep 
Score: -19687608.000000 Penalty: 5931.953125
	Iteration 27Q: 3 clusters Score -1.968761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -19687626.000000 Penalty: 5931.953125
	Iteration 28Q: 3 clusters Score -1.968763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -19687620.000000 Penalty: 5931.953125
	Iteration 29Q: 3 clusters Score -1.968762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -19687624.000000 Penalty: 5931.953125
	Iteration 30Q: 3 clusters Score -1.968762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -19687628.000000 Penalty: 5931.953125
	Iteration 31Q: 3 clusters Score -1.968763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -19687634.000000 Penalty: 5931.953125
	Iteration 32Q: 3 clusters Score -1.968763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -19687632.000000 Penalty: 5931.953125
	Iteration 33Q: 3 clusters Score -1.968763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -19687630.000000 Penalty: 5931.953125
	Iteration 34Q: 3 clusters Score -1.968763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -19687642.000000 Penalty: 5931.953125
	Iteration 35Q: 3 clusters Score -1.968764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -19687630.000000 Penalty: 5931.953125
	Iteration 36Q: 3 clusters Score -1.968763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -19687636.000000 Penalty: 5931.953125
	Iteration 37Q: 3 clusters Score -1.968764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -19687628.000000 Penalty: 5931.953125
	Iteration 38Q: 3 clusters Score -1.968763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -19687622.000000 Penalty: 5931.953125
	Iteration 39Q: 3 clusters Score -1.968762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -19687632.000000 Penalty: 5931.953125
	Iteration 40F: 3 clusters Score -1.968763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -19687616.000000 Penalty: 5931.953125
	Iteration 41Q: 3 clusters Score -1.968762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -19687618.000000 Penalty: 5931.953125
	Iteration 42Q: 3 clusters Score -1.968762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -19687626.000000 Penalty: 5931.953125
	Iteration 43Q: 3 clusters Score -1.968763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -19687626.000000 Penalty: 5931.953125
	Iteration 44F: 3 clusters Score -1.968763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160096 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 154274 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169301 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760216.000000 Penalty: 84699.109375
Iteration 239Q: 26 clusters Score -1.057602e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160114 members 
Mstep: Class 3 contains 42557 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 15275 members 
Mstep: Class 12 contains 154306 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169210 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 11577 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77172 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 156309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760176.000000 Penalty: 84699.109375
Iteration 240F: 26 clusters Score -1.057602e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160122 members 
Mstep: Class 3 contains 42602 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 8247 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 15285 members 
Mstep: Class 12 contains 154348 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 169095 members 
Mstep: Class 17 contains 9536 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 11584 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77181 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 156344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760408.000000 Penalty: 84699.109375
Iteration 241Q: 26 clusters Score -1.057604e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160106 members 
Mstep: Class 3 contains 42643 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15046 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 15291 members 
Mstep: Class 12 contains 154397 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 168988 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 8164 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 77186 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 156378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760048.000000 Penalty: 84699.109375
Iteration 242Q: 26 clusters Score -1.0576e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160103 members 
Mstep: Class 3 contains 42672 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 15301 members 
Mstep: Class 12 contains 154432 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 168896 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77198 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759888.000000 Penalty: 84699.109375
Iteration 243Q: 26 clusters Score -1.057599e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160104 members 
Mstep: Class 3 contains 42700 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 8220 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 15313 members 
Mstep: Class 12 contains 154458 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168812 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 11602 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77210 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759792.000000 Penalty: 84699.109375
Iteration 244Q: 26 clusters Score -1.057598e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160076 members 
Mstep: Class 3 contains 42758 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 11 contains 15331 members 
Mstep: Class 12 contains 154473 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168725 members 
Mstep: Class 17 contains 9532 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 11612 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 77227 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759784.000000 Penalty: 84699.109375
Iteration 245Q: 26 clusters Score -1.057598e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160007 members 
Mstep: Class 3 contains 42815 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 5116 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 15355 members 
Mstep: Class 12 contains 154474 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168686 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 11622 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 77237 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759672.000000 Penalty: 84699.109375
Iteration 246Q: 26 clusters Score -1.057597e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159951 members 
Mstep: Class 3 contains 42889 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 11272 members 
Mstep: Class 11 contains 15375 members 
Mstep: Class 12 contains 154481 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168653 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 11628 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77246 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759680.000000 Penalty: 84699.109375
Iteration 247Q: 26 clusters Score -1.057597e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159939 members 
Mstep: Class 3 contains 42935 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 8193 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 15392 members 
Mstep: Class 12 contains 154485 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168620 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 77248 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759728.000000 Penalty: 84699.109375
Iteration 248Q: 26 clusters Score -1.057597e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159956 members 
Mstep: Class 3 contains 42991 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 8183 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 11261 members 
Mstep: Class 11 contains 15409 members 
Mstep: Class 12 contains 154467 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168574 members 
Mstep: Class 17 contains 9536 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 11636 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 77244 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759656.000000 Penalty: 84699.109375
Iteration 249Q: 26 clusters Score -1.057597e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159981 members 
Mstep: Class 3 contains 43040 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15031 members 
Mstep: Class 8 contains 8165 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 11253 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 154449 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168529 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 11637 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 77238 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759600.000000 Penalty: 84699.109375
Iteration 250Q: 26 clusters Score -1.057596e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160017 members 
Mstep: Class 3 contains 43087 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15032 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 5036 members 
Mstep: Class 10 contains 11250 members 
Mstep: Class 11 contains 15464 members 
Mstep: Class 12 contains 154425 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168475 members 
Mstep: Class 17 contains 9529 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 11644 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 77233 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759632.000000 Penalty: 84699.109375
Iteration 251Q: 26 clusters Score -1.057596e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160078 members 
Mstep: Class 3 contains 43126 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15026 members 
Mstep: Class 8 contains 8146 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 11250 members 
Mstep: Class 11 contains 15485 members 
Mstep: Class 12 contains 154398 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168407 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 11648 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77232 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759824.000000 Penalty: 84699.109375
Iteration 252Q: 26 clusters Score -1.057598e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160108 members 
Mstep: Class 3 contains 43178 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 11245 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 154383 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168351 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 8173 members 
Mstep: Class 19 contains 11649 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77232 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759792.000000 Penalty: 84699.109375
Iteration 253Q: 26 clusters Score -1.057598e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160110 members 
Mstep: Class 3 contains 43231 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 8131 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 11242 members 
Mstep: Class 11 contains 15522 members 
Mstep: Class 12 contains 154374 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168303 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11651 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 77222 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759736.000000 Penalty: 84699.109375
Iteration 254Q: 26 clusters Score -1.057597e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160070 members 
Mstep: Class 3 contains 43273 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 11232 members 
Mstep: Class 11 contains 15543 members 
Mstep: Class 12 contains 154369 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168288 members 
Mstep: Class 17 contains 9532 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11648 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 77216 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759736.000000 Penalty: 84699.109375
Iteration 255Q: 26 clusters Score -1.057597e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160047 members 
Mstep: Class 3 contains 43299 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 4991 members 
Mstep: Class 10 contains 11224 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 154350 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168276 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11651 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 77212 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759680.000000 Penalty: 84699.109375
Iteration 256Q: 26 clusters Score -1.057597e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160013 members 
Mstep: Class 3 contains 43326 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14985 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 11221 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 154337 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168275 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11652 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77207 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759760.000000 Penalty: 84699.109375
Iteration 257Q: 26 clusters Score -1.057598e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159984 members 
Mstep: Class 3 contains 43329 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 8119 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 11218 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 154329 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168272 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11659 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77209 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 156661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759864.000000 Penalty: 84699.109375
Iteration 258Q: 26 clusters Score -1.057599e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159989 members 
Mstep: Class 3 contains 43343 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14984 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 4966 members 
Mstep: Class 10 contains 11214 members 
Mstep: Class 11 contains 15640 members 
Mstep: Class 12 contains 154309 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168257 members 
Mstep: Class 17 contains 9532 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11664 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 77205 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759936.000000 Penalty: 84699.109375
Iteration 259Q: 26 clusters Score -1.057599e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159978 members 
Mstep: Class 3 contains 43342 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 4960 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 15671 members 
Mstep: Class 12 contains 154288 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168253 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11667 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77210 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759824.000000 Penalty: 84699.109375
Iteration 260F: 26 clusters Score -1.057598e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159960 members 
Mstep: Class 3 contains 43357 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 154268 members 
Mstep: Class 13 contains 3336 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168245 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 77216 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759760.000000 Penalty: 84699.109375
Iteration 261Q: 26 clusters Score -1.057598e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159956 members 
Mstep: Class 3 contains 43367 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 11197 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 154263 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168230 members 
Mstep: Class 17 contains 9542 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77209 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759664.000000 Penalty: 84699.109375
Iteration 262Q: 26 clusters Score -1.057597e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159957 members 
Mstep: Class 3 contains 43373 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 11193 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 154259 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168211 members 
Mstep: Class 17 contains 9540 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11672 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 77206 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759816.000000 Penalty: 84699.109375
Iteration 263Q: 26 clusters Score -1.057598e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159936 members 
Mstep: Class 3 contains 43384 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 15751 members 
Mstep: Class 12 contains 154245 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168193 members 
Mstep: Class 17 contains 9543 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11675 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77207 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759720.000000 Penalty: 84699.109375
Iteration 264Q: 26 clusters Score -1.057597e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159930 members 
Mstep: Class 3 contains 43386 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 11193 members 
Mstep: Class 11 contains 15777 members 
Mstep: Class 12 contains 154212 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168169 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11687 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77210 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759824.000000 Penalty: 84699.109375
Iteration 265Q: 26 clusters Score -1.057598e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159928 members 
Mstep: Class 3 contains 43382 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15015 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 4915 members 
Mstep: Class 10 contains 11197 members 
Mstep: Class 11 contains 15807 members 
Mstep: Class 12 contains 154192 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168159 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 11694 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 77210 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759600.000000 Penalty: 84699.109375
Iteration 266Q: 26 clusters Score -1.057596e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159951 members 
Mstep: Class 3 contains 43383 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 15839 members 
Mstep: Class 12 contains 154165 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168142 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11699 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 77214 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759672.000000 Penalty: 84699.109375
Iteration 267Q: 26 clusters Score -1.057597e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159937 members 
Mstep: Class 3 contains 43399 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15026 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 4903 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 15859 members 
Mstep: Class 12 contains 154176 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168124 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11702 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 77214 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759640.000000 Penalty: 84699.109375
Iteration 268Q: 26 clusters Score -1.057596e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159907 members 
Mstep: Class 3 contains 43422 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15026 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 4898 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 154188 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168116 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11706 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 2043 members 
Mstep: Class 22 contains 77212 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759632.000000 Penalty: 84699.109375
Iteration 269Q: 26 clusters Score -1.057596e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159924 members 
Mstep: Class 3 contains 43425 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15027 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 15896 members 
Mstep: Class 12 contains 154178 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 168094 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11711 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77209 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759552.000000 Penalty: 84699.109375
Iteration 270Q: 26 clusters Score -1.057596e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159948 members 
Mstep: Class 3 contains 43439 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 11193 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 154161 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168061 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77209 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759392.000000 Penalty: 84699.109375
Iteration 271Q: 26 clusters Score -1.057594e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159941 members 
Mstep: Class 3 contains 43469 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 154140 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168042 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11725 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77208 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759600.000000 Penalty: 84699.109375
Iteration 272Q: 26 clusters Score -1.057596e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159920 members 
Mstep: Class 3 contains 43495 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 154119 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168043 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77204 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759728.000000 Penalty: 84699.109375
Iteration 273Q: 26 clusters Score -1.057597e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159902 members 
Mstep: Class 3 contains 43505 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 154092 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168035 members 
Mstep: Class 17 contains 9564 members 
Mstep: Class 18 contains 8178 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77206 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759744.000000 Penalty: 84699.109375
Iteration 274Q: 26 clusters Score -1.057597e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159881 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 16017 members 
Mstep: Class 12 contains 154082 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 168026 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 8178 members 
Mstep: Class 19 contains 11744 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77206 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759640.000000 Penalty: 84699.109375
Iteration 275Q: 26 clusters Score -1.057596e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159853 members 
Mstep: Class 3 contains 43534 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 4867 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 154096 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 168009 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 11752 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77206 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759848.000000 Penalty: 84699.109375
Iteration 276Q: 26 clusters Score -1.057598e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159826 members 
Mstep: Class 3 contains 43556 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15060 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 16055 members 
Mstep: Class 12 contains 154083 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 168010 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77203 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 156679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759832.000000 Penalty: 84699.109375
Iteration 277Q: 26 clusters Score -1.057598e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159796 members 
Mstep: Class 3 contains 43586 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 8059 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 16071 members 
Mstep: Class 12 contains 154083 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 168000 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77205 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759784.000000 Penalty: 84699.109375
Iteration 278Q: 26 clusters Score -1.057598e+08 nChanged 424
Entering ConstructFrom: 
Score: -105759784.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 320 members 
Entering Unmasked Estep 
Score: -68063.960938 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68063.96 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68398.945312 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68398.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68551.187500 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68551.19 nChanged 34
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: -68669.937500 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -68669.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68714.398438 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -68714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68757.117188 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -68757.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68786.601562 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -68786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68814.484375 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -68814.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68847.328125 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -68847.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68888.882812 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -68888.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68925.007812 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -68925.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68951.882812 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -68951.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68996.476562 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -68996.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69050.250000 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69050.25 nChanged 15
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: -69100.429688 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -69100.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69148.796875 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -69148.8 nChanged 16
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: -69194.835938 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -69194.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69227.625000 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -69227.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69256.500000 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -69256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69296.625000 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -69296.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69369.195312 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -69369.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69560.664062 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -69560.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69629.921875 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -69629.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69699.296875 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -69699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69791.843750 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -69791.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69959.328125 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -69959.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70190.054688 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -70190.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70227.812500 Penalty: 3218.645508
	Iteration 27Q: 3 clusters Score -70227.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70241.734375 Penalty: 3218.645508
	Iteration 28Q: 3 clusters Score -70241.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70267.867188 Penalty: 3218.645508
	Iteration 29Q: 3 clusters Score -70267.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70279.296875 Penalty: 3218.645508
	Iteration 30Q: 3 clusters Score -70279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70279.296875 Penalty: 3218.645508
	Iteration 31F: 3 clusters Score -70279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159797 members 
Mstep: Class 3 contains 43593 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 11 contains 16086 members 
Mstep: Class 12 contains 154069 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 167975 members 
Mstep: Class 17 contains 9569 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77210 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156708 members 
Entering Unmasked Estep 
Score: -105758552.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105759784.000000 to -105758552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (159797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159797 members 
Entering Unmasked Estep 
Score: -20205956.000000 Penalty: 2971.451660
	Iteration 0F: 2 clusters Score -2.020596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -20101028.000000 Penalty: 5942.903320
	Iteration 0F: 3 clusters Score -2.010103e+07 nChanged 76399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -20145738.000000 Penalty: 5942.903320
	Iteration 1F: 3 clusters Score -2.014574e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -20146998.000000 Penalty: 5942.903320
	Iteration 2Q: 3 clusters Score -2.0147e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -20148896.000000 Penalty: 5942.903320
	Iteration 3Q: 3 clusters Score -2.01489e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -20151726.000000 Penalty: 5942.903320
	Iteration 4Q: 3 clusters Score -2.015173e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -20156860.000000 Penalty: 5942.903320
	Iteration 5F: 3 clusters Score -2.015686e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116474 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -20165432.000000 Penalty: 5942.903320
	Iteration 6F: 3 clusters Score -2.016543e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -20177350.000000 Penalty: 5942.903320
	Iteration 7F: 3 clusters Score -2.017735e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142578 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -20189370.000000 Penalty: 5942.903320
	Iteration 8F: 3 clusters Score -2.018937e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -20197284.000000 Penalty: 5942.903320
	Iteration 9F: 3 clusters Score -2.019728e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155884 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -20200906.000000 Penalty: 5942.903320
	Iteration 10Q: 3 clusters Score -2.020091e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157776 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20202478.000000 Penalty: 5942.903320
	Iteration 11Q: 3 clusters Score -2.020248e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158458 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20203054.000000 Penalty: 5942.903320
	Iteration 12Q: 3 clusters Score -2.020305e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20203298.000000 Penalty: 5942.903320
	Iteration 13Q: 3 clusters Score -2.02033e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -20203448.000000 Penalty: 5942.903320
	Iteration 14Q: 3 clusters Score -2.020345e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20203618.000000 Penalty: 5942.903320
	Iteration 15Q: 3 clusters Score -2.020362e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158978 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20203686.000000 Penalty: 5942.903320
	Iteration 16Q: 3 clusters Score -2.020369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20203686.000000 Penalty: 5942.903320
	Iteration 17Q: 3 clusters Score -2.020369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -20203678.000000 Penalty: 5942.903320
	Iteration 18Q: 3 clusters Score -2.020368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159028 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20203700.000000 Penalty: 5942.903320
	Iteration 19Q: 3 clusters Score -2.02037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159031 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -20203718.000000 Penalty: 5942.903320
	Iteration 20F: 3 clusters Score -2.020372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20203720.000000 Penalty: 5942.903320
	Iteration 21Q: 3 clusters Score -2.020372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -20203716.000000 Penalty: 5942.903320
	Iteration 22Q: 3 clusters Score -2.020372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20203724.000000 Penalty: 5942.903320
	Iteration 23Q: 3 clusters Score -2.020372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -20203720.000000 Penalty: 5942.903320
	Iteration 24Q: 3 clusters Score -2.020372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20203714.000000 Penalty: 5942.903320
	Iteration 25Q: 3 clusters Score -2.020371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20203712.000000 Penalty: 5942.903320
	Iteration 26Q: 3 clusters Score -2.020371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20203718.000000 Penalty: 5942.903320
	Iteration 27Q: 3 clusters Score -2.020372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20203718.000000 Penalty: 5942.903320
	Iteration 28Q: 3 clusters Score -2.020372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20203720.000000 Penalty: 5942.903320
	Iteration 29Q: 3 clusters Score -2.020372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20203734.000000 Penalty: 5942.903320
	Iteration 30Q: 3 clusters Score -2.020373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20203732.000000 Penalty: 5942.903320
	Iteration 31Q: 3 clusters Score -2.020373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20203732.000000 Penalty: 5942.903320
	Iteration 32F: 3 clusters Score -2.020373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Entering Unmasked Estep 
Score: -5575536.000000 Penalty: 2649.297607
	Iteration 0F: 2 clusters Score -5575536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5545868.000000 Penalty: 5298.595215
	Iteration 0F: 3 clusters Score -5545868 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5556929.500000 Penalty: 5298.595215
	Iteration 1F: 3 clusters Score -5556930 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5557427.500000 Penalty: 5298.595215
	Iteration 2Q: 3 clusters Score -5557428 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5557874.000000 Penalty: 5298.595215
	Iteration 3Q: 3 clusters Score -5557874 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5558224.500000 Penalty: 5298.595215
	Iteration 4Q: 3 clusters Score -5558224 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5558662.500000 Penalty: 5298.595215
	Iteration 5Q: 3 clusters Score -5558662 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5559105.000000 Penalty: 5298.595215
	Iteration 6Q: 3 clusters Score -5559105 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5559668.500000 Penalty: 5298.595215
	Iteration 7Q: 3 clusters Score -5559668 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -5560530.000000 Penalty: 5298.595215
	Iteration 8Q: 3 clusters Score -5560530 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5561710.500000 Penalty: 5298.595215
	Iteration 9Q: 3 clusters Score -5561710 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5563215.500000 Penalty: 5298.595215
	Iteration 10F: 3 clusters Score -5563216 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5564970.500000 Penalty: 5298.595215
	Iteration 11F: 3 clusters Score -5564970 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -5566677.500000 Penalty: 5298.595215
	Iteration 12F: 3 clusters Score -5566678 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -5567997.000000 Penalty: 5298.595215
	Iteration 13Q: 3 clusters Score -5567997 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5568975.000000 Penalty: 5298.595215
	Iteration 14Q: 3 clusters Score -5568975 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -5569672.500000 Penalty: 5298.595215
	Iteration 15Q: 3 clusters Score -5569672 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5570269.000000 Penalty: 5298.595215
	Iteration 16Q: 3 clusters Score -5570269 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5570775.500000 Penalty: 5298.595215
	Iteration 17Q: 3 clusters Score -5570776 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5571244.000000 Penalty: 5298.595215
	Iteration 18Q: 3 clusters Score -5571244 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5571641.000000 Penalty: 5298.595215
	Iteration 19Q: 3 clusters Score -5571641 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5572055.000000 Penalty: 5298.595215
	Iteration 20F: 3 clusters Score -5572055 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5572399.500000 Penalty: 5298.595215
	Iteration 21Q: 3 clusters Score -5572400 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5572665.000000 Penalty: 5298.595215
	Iteration 22Q: 3 clusters Score -5572665 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5572892.000000 Penalty: 5298.595215
	Iteration 23Q: 3 clusters Score -5572892 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5573034.500000 Penalty: 5298.595215
	Iteration 24Q: 3 clusters Score -5573034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5573152.500000 Penalty: 5298.595215
	Iteration 25Q: 3 clusters Score -5573152 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5573223.500000 Penalty: 5298.595215
	Iteration 26Q: 3 clusters Score -5573224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5573275.000000 Penalty: 5298.595215
	Iteration 27Q: 3 clusters Score -5573275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5573331.000000 Penalty: 5298.595215
	Iteration 28Q: 3 clusters Score -5573331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5573371.000000 Penalty: 5298.595215
	Iteration 29Q: 3 clusters Score -5573371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5573385.000000 Penalty: 5298.595215
	Iteration 30Q: 3 clusters Score -5573385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5573413.500000 Penalty: 5298.595215
	Iteration 31Q: 3 clusters Score -5573414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5573418.000000 Penalty: 5298.595215
	Iteration 32Q: 3 clusters Score -5573418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5573426.000000 Penalty: 5298.595215
	Iteration 33Q: 3 clusters Score -5573426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5573426.500000 Penalty: 5298.595215
	Iteration 34Q: 3 clusters Score -5573426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5573434.000000 Penalty: 5298.595215
	Iteration 35Q: 3 clusters Score -5573434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5573440.500000 Penalty: 5298.595215
	Iteration 36Q: 3 clusters Score -5573440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5573450.500000 Penalty: 5298.595215
	Iteration 37Q: 3 clusters Score -5573450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5573460.000000 Penalty: 5298.595215
	Iteration 38Q: 3 clusters Score -5573460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5573455.000000 Penalty: 5298.595215
	Iteration 39Q: 3 clusters Score -5573455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5573463.500000 Penalty: 5298.595215
	Iteration 40F: 3 clusters Score -5573464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5573464.500000 Penalty: 5298.595215
	Iteration 41Q: 3 clusters Score -5573464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5573463.000000 Penalty: 5298.595215
	Iteration 42Q: 3 clusters Score -5573463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5573467.000000 Penalty: 5298.595215
	Iteration 43Q: 3 clusters Score -5573467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5573467.500000 Penalty: 5298.595215
	Iteration 44Q: 3 clusters Score -5573468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5573467.500000 Penalty: 5298.595215
	Iteration 45F: 3 clusters Score -5573468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -31574.681641 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -31574.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30371.591797 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -30371.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30555.904297 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -30555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30581.242188 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -30581.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30588.496094 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -30588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30590.101562 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -30590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30605.744141 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -30605.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30615.869141 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -30615.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30618.328125 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -30618.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30620.046875 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -30620.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30621.978516 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -30621.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30626.173828 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -30626.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30684.230469 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -30684.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30772.921875 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -30772.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30860.470703 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -30860.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30942.447266 Penalty: 2882.325928
	Iteration 14F: 3 clusters Score -30942.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31162.636719 Penalty: 2882.325928
	Iteration 15F: 3 clusters Score -31162.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31237.259766 Penalty: 2882.325928
	Iteration 16Q: 3 clusters Score -31237.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -31287.390625 Penalty: 2882.325928
	Iteration 17Q: 3 clusters Score -31287.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31292.226562 Penalty: 2882.325928
	Iteration 18Q: 3 clusters Score -31292.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31292.226562 Penalty: 2882.325928
	Iteration 19F: 3 clusters Score -31292.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17082.884766 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17082.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17136.503906 Penalty: 2589.296631
	Iteration 1Q: 3 clusters Score -17136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17141.058594 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17141.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17141.058594 Penalty: 2589.296631
	Iteration 3F: 3 clusters Score -17141.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 377 members 
Entering Unmasked Estep 
Score: -78124.968750 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78124.97 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78496.382812 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78496.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78707.164062 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78707.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78844.921875 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -78844.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79052.726562 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -79052.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79187.226562 Penalty: 3261.237549
	Iteration 5F: 3 clusters Score -79187.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79244.015625 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -79244.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79266.085938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -79266.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79276.992188 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -79276.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79280.679688 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -79280.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79283.125000 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79283.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79288.851562 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -79288.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79288.851562 Penalty: 3261.237549
	Iteration 12F: 3 clusters Score -79288.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -1907175.250000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -1907175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1896323.500000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -1896324 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1899724.750000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -1899725 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1900095.375000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -1900095 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1900369.125000 Penalty: 4771.683105
	Iteration 3Q: 3 clusters Score -1900369 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1900616.125000 Penalty: 4771.683105
	Iteration 4Q: 3 clusters Score -1900616 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1900816.125000 Penalty: 4771.683105
	Iteration 5Q: 3 clusters Score -1900816 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1901000.875000 Penalty: 4771.683105
	Iteration 6Q: 3 clusters Score -1901001 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1901188.500000 Penalty: 4771.683105
	Iteration 7Q: 3 clusters Score -1901188 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1901385.125000 Penalty: 4771.683105
	Iteration 8Q: 3 clusters Score -1901385 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1901604.125000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -1901604 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1901842.500000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -1901842 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1902100.250000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -1902100 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1902425.750000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -1902426 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1902725.000000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -1902725 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1902986.500000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -1902986 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1903207.375000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -1903207 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1903375.625000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -1903376 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1903514.875000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -1903515 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1903612.125000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -1903612 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1903704.375000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -1903704 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1903785.125000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -1903785 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1903851.125000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -1903851 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1903901.875000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -1903902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1903934.000000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -1903934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1903959.875000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -1903960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1904004.125000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -1904004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1904035.250000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -1904035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1904059.625000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -1904060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1904089.375000 Penalty: 4771.683105
	Iteration 28Q: 3 clusters Score -1904089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1904116.875000 Penalty: 4771.683105
	Iteration 29Q: 3 clusters Score -1904117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1904145.875000 Penalty: 4771.683105
	Iteration 30Q: 3 clusters Score -1904146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1904165.500000 Penalty: 4771.683105
	Iteration 31Q: 3 clusters Score -1904166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1904188.750000 Penalty: 4771.683105
	Iteration 32Q: 3 clusters Score -1904189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1904207.375000 Penalty: 4771.683105
	Iteration 33Q: 3 clusters Score -1904207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1904228.250000 Penalty: 4771.683105
	Iteration 34Q: 3 clusters Score -1904228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1904235.250000 Penalty: 4771.683105
	Iteration 35Q: 3 clusters Score -1904235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1904256.000000 Penalty: 4771.683105
	Iteration 36Q: 3 clusters Score -1904256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1904280.375000 Penalty: 4771.683105
	Iteration 37Q: 3 clusters Score -1904280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1904296.125000 Penalty: 4771.683105
	Iteration 38Q: 3 clusters Score -1904296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1904314.375000 Penalty: 4771.683105
	Iteration 39Q: 3 clusters Score -1904314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1904335.250000 Penalty: 4771.683105
	Iteration 40F: 3 clusters Score -1904335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1904356.000000 Penalty: 4771.683105
	Iteration 41Q: 3 clusters Score -1904356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1904382.000000 Penalty: 4771.683105
	Iteration 42Q: 3 clusters Score -1904382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1904400.000000 Penalty: 4771.683105
	Iteration 43Q: 3 clusters Score -1904400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1904414.000000 Penalty: 4771.683105
	Iteration 44Q: 3 clusters Score -1904414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1904430.750000 Penalty: 4771.683105
	Iteration 45Q: 3 clusters Score -1904431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1904445.125000 Penalty: 4771.683105
	Iteration 46Q: 3 clusters Score -1904445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1904459.250000 Penalty: 4771.683105
	Iteration 47Q: 3 clusters Score -1904459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1904471.500000 Penalty: 4771.683105
	Iteration 48Q: 3 clusters Score -1904472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1904483.875000 Penalty: 4771.683105
	Iteration 49Q: 3 clusters Score -1904484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1904497.875000 Penalty: 4771.683105
	Iteration 50Q: 3 clusters Score -1904498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1904512.625000 Penalty: 4771.683105
	Iteration 51Q: 3 clusters Score -1904513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1904524.125000 Penalty: 4771.683105
	Iteration 52Q: 3 clusters Score -1904524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1904545.000000 Penalty: 4771.683105
	Iteration 53Q: 3 clusters Score -1904545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1904567.500000 Penalty: 4771.683105
	Iteration 54Q: 3 clusters Score -1904568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1904586.875000 Penalty: 4771.683105
	Iteration 55Q: 3 clusters Score -1904587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1904615.250000 Penalty: 4771.683105
	Iteration 56Q: 3 clusters Score -1904615 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1904654.500000 Penalty: 4771.683105
	Iteration 57Q: 3 clusters Score -1904654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1904687.500000 Penalty: 4771.683105
	Iteration 58Q: 3 clusters Score -1904688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1904721.000000 Penalty: 4771.683105
	Iteration 59Q: 3 clusters Score -1904721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1904755.250000 Penalty: 4771.683105
	Iteration 60F: 3 clusters Score -1904755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1904797.125000 Penalty: 4771.683105
	Iteration 61Q: 3 clusters Score -1904797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1904821.375000 Penalty: 4771.683105
	Iteration 62Q: 3 clusters Score -1904821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1904839.375000 Penalty: 4771.683105
	Iteration 63Q: 3 clusters Score -1904839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1904865.375000 Penalty: 4771.683105
	Iteration 64Q: 3 clusters Score -1904865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1904896.250000 Penalty: 4771.683105
	Iteration 65Q: 3 clusters Score -1904896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1904911.250000 Penalty: 4771.683105
	Iteration 66Q: 3 clusters Score -1904911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1904927.750000 Penalty: 4771.683105
	Iteration 67Q: 3 clusters Score -1904928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1904942.750000 Penalty: 4771.683105
	Iteration 68Q: 3 clusters Score -1904943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1904951.625000 Penalty: 4771.683105
	Iteration 69Q: 3 clusters Score -1904952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1904955.625000 Penalty: 4771.683105
	Iteration 70Q: 3 clusters Score -1904956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1904966.000000 Penalty: 4771.683105
	Iteration 71Q: 3 clusters Score -1904966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1904973.375000 Penalty: 4771.683105
	Iteration 72Q: 3 clusters Score -1904973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1904980.875000 Penalty: 4771.683105
	Iteration 73Q: 3 clusters Score -1904981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1904991.000000 Penalty: 4771.683105
	Iteration 74Q: 3 clusters Score -1904991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1904993.000000 Penalty: 4771.683105
	Iteration 75Q: 3 clusters Score -1904993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1904993.750000 Penalty: 4771.683105
	Iteration 76Q: 3 clusters Score -1904994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1905001.250000 Penalty: 4771.683105
	Iteration 77Q: 3 clusters Score -1905001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1905004.375000 Penalty: 4771.683105
	Iteration 78Q: 3 clusters Score -1905004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1905006.000000 Penalty: 4771.683105
	Iteration 79Q: 3 clusters Score -1905006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1905006.500000 Penalty: 4771.683105
	Iteration 80F: 3 clusters Score -1905006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1905008.000000 Penalty: 4771.683105
	Iteration 81Q: 3 clusters Score -1905008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1905012.250000 Penalty: 4771.683105
	Iteration 82Q: 3 clusters Score -1905012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1905012.750000 Penalty: 4771.683105
	Iteration 83Q: 3 clusters Score -1905013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1905013.375000 Penalty: 4771.683105
	Iteration 84Q: 3 clusters Score -1905013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1905015.750000 Penalty: 4771.683105
	Iteration 85Q: 3 clusters Score -1905016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1905016.375000 Penalty: 4771.683105
	Iteration 86Q: 3 clusters Score -1905016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1905013.875000 Penalty: 4771.683105
	Iteration 87Q: 3 clusters Score -1905014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1905015.500000 Penalty: 4771.683105
	Iteration 88Q: 3 clusters Score -1905016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1905016.000000 Penalty: 4771.683105
	Iteration 89Q: 3 clusters Score -1905016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1905016.000000 Penalty: 4771.683105
	Iteration 90F: 3 clusters Score -1905016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -1009230.625000 Penalty: 2230.554688
	Iteration 0F: 2 clusters Score -1009231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1002803.250000 Penalty: 4461.109375
	Iteration 0F: 3 clusters Score -1002803 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1004519.375000 Penalty: 4461.109375
	Iteration 1F: 3 clusters Score -1004519 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1004760.062500 Penalty: 4461.109375
	Iteration 2F: 3 clusters Score -1004760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1004920.250000 Penalty: 4461.109375
	Iteration 3Q: 3 clusters Score -1004920 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1005066.625000 Penalty: 4461.109375
	Iteration 4Q: 3 clusters Score -1005067 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1005212.000000 Penalty: 4461.109375
	Iteration 5Q: 3 clusters Score -1005212 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1005331.625000 Penalty: 4461.109375
	Iteration 6Q: 3 clusters Score -1005332 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1005460.062500 Penalty: 4461.109375
	Iteration 7Q: 3 clusters Score -1005460 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1005608.812500 Penalty: 4461.109375
	Iteration 8Q: 3 clusters Score -1005609 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1005783.437500 Penalty: 4461.109375
	Iteration 9Q: 3 clusters Score -1005783 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1005995.625000 Penalty: 4461.109375
	Iteration 10Q: 3 clusters Score -1005996 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1006244.562500 Penalty: 4461.109375
	Iteration 11Q: 3 clusters Score -1006245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1006484.937500 Penalty: 4461.109375
	Iteration 12Q: 3 clusters Score -1006485 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1006695.937500 Penalty: 4461.109375
	Iteration 13Q: 3 clusters Score -1006696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1006840.500000 Penalty: 4461.109375
	Iteration 14Q: 3 clusters Score -1006840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1006939.062500 Penalty: 4461.109375
	Iteration 15Q: 3 clusters Score -1006939 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1007023.750000 Penalty: 4461.109375
	Iteration 16Q: 3 clusters Score -1007024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1007088.562500 Penalty: 4461.109375
	Iteration 17Q: 3 clusters Score -1007089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1007151.437500 Penalty: 4461.109375
	Iteration 18Q: 3 clusters Score -1007151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1007191.562500 Penalty: 4461.109375
	Iteration 19Q: 3 clusters Score -1007192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1007226.000000 Penalty: 4461.109375
	Iteration 20F: 3 clusters Score -1007226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1007249.250000 Penalty: 4461.109375
	Iteration 21Q: 3 clusters Score -1007249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1007267.687500 Penalty: 4461.109375
	Iteration 22Q: 3 clusters Score -1007268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1007277.000000 Penalty: 4461.109375
	Iteration 23Q: 3 clusters Score -1007277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1007280.875000 Penalty: 4461.109375
	Iteration 24Q: 3 clusters Score -1007281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1007287.687500 Penalty: 4461.109375
	Iteration 25Q: 3 clusters Score -1007288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1007294.500000 Penalty: 4461.109375
	Iteration 26Q: 3 clusters Score -1007294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1007300.062500 Penalty: 4461.109375
	Iteration 27Q: 3 clusters Score -1007300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1007300.000000 Penalty: 4461.109375
	Iteration 28Q: 3 clusters Score -1007300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1007300.000000 Penalty: 4461.109375
	Iteration 29F: 3 clusters Score -1007300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -608930.437500 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -608930.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -604477.687500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -604477.7 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -605525.625000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -605525.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -605695.937500 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -605695.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -605802.125000 Penalty: 4208.088867
	Iteration 3Q: 3 clusters Score -605802.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -605886.312500 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -605886.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -605952.562500 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -605952.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -606002.812500 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -606002.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -606050.437500 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -606050.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -606101.687500 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -606101.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -606163.125000 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -606163.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -606229.000000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -606229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -606297.187500 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -606297.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -606386.312500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -606386.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -606482.250000 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -606482.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -606567.750000 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -606567.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -606660.562500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -606660.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -606744.812500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -606744.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -606809.125000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -606809.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -606866.000000 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -606866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -606904.437500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -606904.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -606940.812500 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -606940.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -606975.812500 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -606975.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -607016.875000 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -607016.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -607047.187500 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -607047.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -607069.062500 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -607069.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -607096.687500 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -607096.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -607126.500000 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -607126.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -607153.062500 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -607153.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -607176.625000 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -607176.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -607203.062500 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -607203.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -607227.625000 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -607227.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -607247.375000 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -607247.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -607257.250000 Penalty: 4208.088867
	Iteration 32Q: 3 clusters Score -607257.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -607263.375000 Penalty: 4208.088867
	Iteration 33Q: 3 clusters Score -607263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -607267.812500 Penalty: 4208.088867
	Iteration 34Q: 3 clusters Score -607267.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -607273.875000 Penalty: 4208.088867
	Iteration 35Q: 3 clusters Score -607273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -607277.750000 Penalty: 4208.088867
	Iteration 36Q: 3 clusters Score -607277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -607282.812500 Penalty: 4208.088867
	Iteration 37Q: 3 clusters Score -607282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -607283.812500 Penalty: 4208.088867
	Iteration 38Q: 3 clusters Score -607283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -607285.000000 Penalty: 4208.088867
	Iteration 39Q: 3 clusters Score -607285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -607286.500000 Penalty: 4208.088867
	Iteration 40F: 3 clusters Score -607286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -607288.062500 Penalty: 4208.088867
	Iteration 41Q: 3 clusters Score -607288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -607289.375000 Penalty: 4208.088867
	Iteration 42Q: 3 clusters Score -607289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -607290.562500 Penalty: 4208.088867
	Iteration 43Q: 3 clusters Score -607290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -607291.000000 Penalty: 4208.088867
	Iteration 44Q: 3 clusters Score -607291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -607291.937500 Penalty: 4208.088867
	Iteration 45Q: 3 clusters Score -607291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -607293.125000 Penalty: 4208.088867
	Iteration 46Q: 3 clusters Score -607293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -607293.375000 Penalty: 4208.088867
	Iteration 47Q: 3 clusters Score -607293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -607295.125000 Penalty: 4208.088867
	Iteration 48Q: 3 clusters Score -607295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -607294.812500 Penalty: 4208.088867
	Iteration 49Q: 3 clusters Score -607294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -607294.812500 Penalty: 4208.088867
	Iteration 50F: 3 clusters Score -607294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -1432145.750000 Penalty: 2311.981934
	Iteration 0F: 2 clusters Score -1432146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1423719.000000 Penalty: 4623.963867
	Iteration 0F: 3 clusters Score -1423719 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1426116.750000 Penalty: 4623.963867
	Iteration 1F: 3 clusters Score -1426117 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1426459.875000 Penalty: 4623.963867
	Iteration 2F: 3 clusters Score -1426460 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1426707.125000 Penalty: 4623.963867
	Iteration 3F: 3 clusters Score -1426707 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1426918.750000 Penalty: 4623.963867
	Iteration 4Q: 3 clusters Score -1426919 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1427116.500000 Penalty: 4623.963867
	Iteration 5Q: 3 clusters Score -1427116 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1427318.375000 Penalty: 4623.963867
	Iteration 6Q: 3 clusters Score -1427318 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1427525.000000 Penalty: 4623.963867
	Iteration 7Q: 3 clusters Score -1427525 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1427772.250000 Penalty: 4623.963867
	Iteration 8Q: 3 clusters Score -1427772 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1428076.750000 Penalty: 4623.963867
	Iteration 9Q: 3 clusters Score -1428077 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1428445.625000 Penalty: 4623.963867
	Iteration 10Q: 3 clusters Score -1428446 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1428855.250000 Penalty: 4623.963867
	Iteration 11Q: 3 clusters Score -1428855 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1429221.375000 Penalty: 4623.963867
	Iteration 12Q: 3 clusters Score -1429221 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1429450.250000 Penalty: 4623.963867
	Iteration 13Q: 3 clusters Score -1429450 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1429560.875000 Penalty: 4623.963867
	Iteration 14Q: 3 clusters Score -1429561 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1429614.750000 Penalty: 4623.963867
	Iteration 15Q: 3 clusters Score -1429615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1429650.000000 Penalty: 4623.963867
	Iteration 16Q: 3 clusters Score -1429650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1429672.875000 Penalty: 4623.963867
	Iteration 17Q: 3 clusters Score -1429673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1429697.875000 Penalty: 4623.963867
	Iteration 18Q: 3 clusters Score -1429698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1429722.375000 Penalty: 4623.963867
	Iteration 19Q: 3 clusters Score -1429722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1429738.500000 Penalty: 4623.963867
	Iteration 20F: 3 clusters Score -1429738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1429757.125000 Penalty: 4623.963867
	Iteration 21Q: 3 clusters Score -1429757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1429773.750000 Penalty: 4623.963867
	Iteration 22Q: 3 clusters Score -1429774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1429787.625000 Penalty: 4623.963867
	Iteration 23Q: 3 clusters Score -1429788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1429798.250000 Penalty: 4623.963867
	Iteration 24Q: 3 clusters Score -1429798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1429811.750000 Penalty: 4623.963867
	Iteration 25Q: 3 clusters Score -1429812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1429825.875000 Penalty: 4623.963867
	Iteration 26Q: 3 clusters Score -1429826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1429841.250000 Penalty: 4623.963867
	Iteration 27Q: 3 clusters Score -1429841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1429854.000000 Penalty: 4623.963867
	Iteration 28Q: 3 clusters Score -1429854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1429871.375000 Penalty: 4623.963867
	Iteration 29Q: 3 clusters Score -1429871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1429879.875000 Penalty: 4623.963867
	Iteration 30Q: 3 clusters Score -1429880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1429890.000000 Penalty: 4623.963867
	Iteration 31Q: 3 clusters Score -1429890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1429896.375000 Penalty: 4623.963867
	Iteration 32Q: 3 clusters Score -1429896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1429906.875000 Penalty: 4623.963867
	Iteration 33Q: 3 clusters Score -1429907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1429914.750000 Penalty: 4623.963867
	Iteration 34Q: 3 clusters Score -1429915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1429922.125000 Penalty: 4623.963867
	Iteration 35Q: 3 clusters Score -1429922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1429926.375000 Penalty: 4623.963867
	Iteration 36Q: 3 clusters Score -1429926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1429934.250000 Penalty: 4623.963867
	Iteration 37Q: 3 clusters Score -1429934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1429941.125000 Penalty: 4623.963867
	Iteration 38Q: 3 clusters Score -1429941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1429945.000000 Penalty: 4623.963867
	Iteration 39Q: 3 clusters Score -1429945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1429953.875000 Penalty: 4623.963867
	Iteration 40F: 3 clusters Score -1429954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1429958.250000 Penalty: 4623.963867
	Iteration 41Q: 3 clusters Score -1429958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1429968.750000 Penalty: 4623.963867
	Iteration 42Q: 3 clusters Score -1429969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1429974.750000 Penalty: 4623.963867
	Iteration 43Q: 3 clusters Score -1429975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1429981.875000 Penalty: 4623.963867
	Iteration 44Q: 3 clusters Score -1429982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1429988.875000 Penalty: 4623.963867
	Iteration 45Q: 3 clusters Score -1429989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1429995.250000 Penalty: 4623.963867
	Iteration 46Q: 3 clusters Score -1429995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1429998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1430002.375000 Penalty: 4623.963867
	Iteration 48Q: 3 clusters Score -1430002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1430005.125000 Penalty: 4623.963867
	Iteration 49Q: 3 clusters Score -1430005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1430008.750000 Penalty: 4623.963867
	Iteration 50Q: 3 clusters Score -1430009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1430011.375000 Penalty: 4623.963867
	Iteration 51Q: 3 clusters Score -1430011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1430010.750000 Penalty: 4623.963867
	Iteration 52Q: 3 clusters Score -1430011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1430011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1430011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1430011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1430014.625000 Penalty: 4623.963867
	Iteration 56Q: 3 clusters Score -1430015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1430015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1430017.625000 Penalty: 4623.963867
	Iteration 58Q: 3 clusters Score -1430018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1430015.125000 Penalty: 4623.963867
	Iteration 59Q: 3 clusters Score -1430015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1430016.750000 Penalty: 4623.963867
	Iteration 60F: 3 clusters Score -1430017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1430017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1430018.500000 Penalty: 4623.963867
	Iteration 62Q: 3 clusters Score -1430018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1430017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1430019.000000 Penalty: 4623.963867
	Iteration 64Q: 3 clusters Score -1430019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1430021.625000 Penalty: 4623.963867
	Iteration 65Q: 3 clusters Score -1430022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1430024.000000 Penalty: 4623.963867
	Iteration 66Q: 3 clusters Score -1430024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1430026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1430029.250000 Penalty: 4623.963867
	Iteration 68Q: 3 clusters Score -1430029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1430032.500000 Penalty: 4623.963867
	Iteration 69Q: 3 clusters Score -1430032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1430030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1430029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1430031.875000 Penalty: 4623.963867
	Iteration 72Q: 3 clusters Score -1430032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1430037.625000 Penalty: 4623.963867
	Iteration 73Q: 3 clusters Score -1430038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1430039.500000 Penalty: 4623.963867
	Iteration 74Q: 3 clusters Score -1430040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1430043.875000 Penalty: 4623.963867
	Iteration 75Q: 3 clusters Score -1430044 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1430046.750000 Penalty: 4623.963867
	Iteration 76Q: 3 clusters Score -1430047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1430048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1430053.125000 Penalty: 4623.963867
	Iteration 78Q: 3 clusters Score -1430053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1430053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1430054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1430058.625000 Penalty: 4623.963867
	Iteration 81Q: 3 clusters Score -1430059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1430060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1430060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1430060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1430057.250000 Penalty: 4623.963867
	Iteration 85Q: 3 clusters Score -1430057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1430059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1430057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1430061.000000 Penalty: 4623.963867
	Iteration 88Q: 3 clusters Score -1430061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1430058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1430062.625000 Penalty: 4623.963867
	Iteration 90Q: 3 clusters Score -1430063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1430064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1430064.750000 Penalty: 4623.963867
	Iteration 92Q: 3 clusters Score -1430065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1430065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1430071.250000 Penalty: 4623.963867
	Iteration 94Q: 3 clusters Score -1430071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1430072.500000 Penalty: 4623.963867
	Iteration 95Q: 3 clusters Score -1430072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1430070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1430072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1430070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1430069.625000 Penalty: 4623.963867
	Iteration 99Q: 3 clusters Score -1430070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1430068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1430072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1430070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1430069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1430070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1430074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1430072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1430072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1430073.250000 Penalty: 4623.963867
	Iteration 108Q: 3 clusters Score -1430073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1430074.625000 Penalty: 4623.963867
	Iteration 109Q: 3 clusters Score -1430075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1430074.875000 Penalty: 4623.963867
	Iteration 110Q: 3 clusters Score -1430075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1430076.750000 Penalty: 4623.963867
	Iteration 111Q: 3 clusters Score -1430077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1430077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1430077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1430076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1430077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1430077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1430077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1430078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1430080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1430083.000000 Penalty: 4623.963867
	Iteration 120F: 3 clusters Score -1430083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1430081.875000 Penalty: 4623.963867
	Iteration 121Q: 3 clusters Score -1430082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1430080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1430081.625000 Penalty: 4623.963867
	Iteration 123Q: 3 clusters Score -1430082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1430083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1430085.000000 Penalty: 4623.963867
	Iteration 125Q: 3 clusters Score -1430085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1430087.250000 Penalty: 4623.963867
	Iteration 126Q: 3 clusters Score -1430087 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1430092.625000 Penalty: 4623.963867
	Iteration 127Q: 3 clusters Score -1430093 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1430095.625000 Penalty: 4623.963867
	Iteration 128Q: 3 clusters Score -1430096 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1430102.250000 Penalty: 4623.963867
	Iteration 129Q: 3 clusters Score -1430102 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1430105.625000 Penalty: 4623.963867
	Iteration 130Q: 3 clusters Score -1430106 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1430109.000000 Penalty: 4623.963867
	Iteration 131Q: 3 clusters Score -1430109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1430112.000000 Penalty: 4623.963867
	Iteration 132Q: 3 clusters Score -1430112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1430113 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1430114.875000 Penalty: 4623.963867
	Iteration 134Q: 3 clusters Score -1430115 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1430116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1430117.000000 Penalty: 4623.963867
	Iteration 136Q: 3 clusters Score -1430117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1430117 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1430118.750000 Penalty: 4623.963867
	Iteration 138Q: 3 clusters Score -1430119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1430122.125000 Penalty: 4623.963867
	Iteration 139Q: 3 clusters Score -1430122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1430126.750000 Penalty: 4623.963867
	Iteration 140F: 3 clusters Score -1430127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1430125.625000 Penalty: 4623.963867
	Iteration 141Q: 3 clusters Score -1430126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1430131.375000 Penalty: 4623.963867
	Iteration 142Q: 3 clusters Score -1430131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1430129.000000 Penalty: 4623.963867
	Iteration 143Q: 3 clusters Score -1430129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1430128.875000 Penalty: 4623.963867
	Iteration 144Q: 3 clusters Score -1430129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1430129.375000 Penalty: 4623.963867
	Iteration 145Q: 3 clusters Score -1430129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1430128.750000 Penalty: 4623.963867
	Iteration 146Q: 3 clusters Score -1430129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1430131.625000 Penalty: 4623.963867
	Iteration 147Q: 3 clusters Score -1430132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1430131.625000 Penalty: 4623.963867
	Iteration 148F: 3 clusters Score -1430132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Entering Unmasked Estep 
Score: -2027857.000000 Penalty: 2402.054688
	Iteration 0F: 2 clusters Score -2027857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2016269.875000 Penalty: 4804.109375
	Iteration 0F: 3 clusters Score -2016270 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2019987.000000 Penalty: 4804.109375
	Iteration 1F: 3 clusters Score -2019987 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2020534.375000 Penalty: 4804.109375
	Iteration 2F: 3 clusters Score -2020534 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2021136.125000 Penalty: 4804.109375
	Iteration 3F: 3 clusters Score -2021136 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2021734.375000 Penalty: 4804.109375
	Iteration 4F: 3 clusters Score -2021734 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2022356.500000 Penalty: 4804.109375
	Iteration 5F: 3 clusters Score -2022356 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2023035.750000 Penalty: 4804.109375
	Iteration 6F: 3 clusters Score -2023036 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2023736.875000 Penalty: 4804.109375
	Iteration 7F: 3 clusters Score -2023737 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2024482.125000 Penalty: 4804.109375
	Iteration 8F: 3 clusters Score -2024482 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2025188.000000 Penalty: 4804.109375
	Iteration 9F: 3 clusters Score -2025188 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2025721.000000 Penalty: 4804.109375
	Iteration 10Q: 3 clusters Score -2025721 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2026066.375000 Penalty: 4804.109375
	Iteration 11Q: 3 clusters Score -2026066 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2026269.750000 Penalty: 4804.109375
	Iteration 12Q: 3 clusters Score -2026270 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2026391.250000 Penalty: 4804.109375
	Iteration 13Q: 3 clusters Score -2026391 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2026471.625000 Penalty: 4804.109375
	Iteration 14Q: 3 clusters Score -2026472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2026521.125000 Penalty: 4804.109375
	Iteration 15Q: 3 clusters Score -2026521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2026556.250000 Penalty: 4804.109375
	Iteration 16Q: 3 clusters Score -2026556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2026571.250000 Penalty: 4804.109375
	Iteration 17Q: 3 clusters Score -2026571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2026580.125000 Penalty: 4804.109375
	Iteration 18Q: 3 clusters Score -2026580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2026599.125000 Penalty: 4804.109375
	Iteration 19Q: 3 clusters Score -2026599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2026599.625000 Penalty: 4804.109375
	Iteration 20F: 3 clusters Score -2026600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2026606.250000 Penalty: 4804.109375
	Iteration 21Q: 3 clusters Score -2026606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2026610.750000 Penalty: 4804.109375
	Iteration 22Q: 3 clusters Score -2026611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2026611.125000 Penalty: 4804.109375
	Iteration 23Q: 3 clusters Score -2026611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2026611.125000 Penalty: 4804.109375
	Iteration 24Q: 3 clusters Score -2026611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2026613.750000 Penalty: 4804.109375
	Iteration 25Q: 3 clusters Score -2026614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2026615.250000 Penalty: 4804.109375
	Iteration 26Q: 3 clusters Score -2026615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2026619.500000 Penalty: 4804.109375
	Iteration 27Q: 3 clusters Score -2026620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2026616.750000 Penalty: 4804.109375
	Iteration 28Q: 3 clusters Score -2026617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2026617.625000 Penalty: 4804.109375
	Iteration 29Q: 3 clusters Score -2026618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2026618.250000 Penalty: 4804.109375
	Iteration 30Q: 3 clusters Score -2026618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2026618.250000 Penalty: 4804.109375
	Iteration 31Q: 3 clusters Score -2026618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2026620.500000 Penalty: 4804.109375
	Iteration 32Q: 3 clusters Score -2026620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2026623.250000 Penalty: 4804.109375
	Iteration 33Q: 3 clusters Score -2026623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2026622.250000 Penalty: 4804.109375
	Iteration 34Q: 3 clusters Score -2026622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2026623.625000 Penalty: 4804.109375
	Iteration 35Q: 3 clusters Score -2026624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2026625.125000 Penalty: 4804.109375
	Iteration 36Q: 3 clusters Score -2026625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2026631.000000 Penalty: 4804.109375
	Iteration 37Q: 3 clusters Score -2026631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2026636.125000 Penalty: 4804.109375
	Iteration 38Q: 3 clusters Score -2026636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2026641.500000 Penalty: 4804.109375
	Iteration 39Q: 3 clusters Score -2026642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2026645.875000 Penalty: 4804.109375
	Iteration 40F: 3 clusters Score -2026646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2026648.875000 Penalty: 4804.109375
	Iteration 41Q: 3 clusters Score -2026649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2026649.000000 Penalty: 4804.109375
	Iteration 42Q: 3 clusters Score -2026649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2026653.125000 Penalty: 4804.109375
	Iteration 43Q: 3 clusters Score -2026653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2026654.500000 Penalty: 4804.109375
	Iteration 44Q: 3 clusters Score -2026654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2026657.875000 Penalty: 4804.109375
	Iteration 45Q: 3 clusters Score -2026658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2026657.625000 Penalty: 4804.109375
	Iteration 46Q: 3 clusters Score -2026658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2026656.625000 Penalty: 4804.109375
	Iteration 47Q: 3 clusters Score -2026657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2026653.375000 Penalty: 4804.109375
	Iteration 48Q: 3 clusters Score -2026653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2026652.625000 Penalty: 4804.109375
	Iteration 49Q: 3 clusters Score -2026653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2026654.625000 Penalty: 4804.109375
	Iteration 50Q: 3 clusters Score -2026655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2026658.000000 Penalty: 4804.109375
	Iteration 51Q: 3 clusters Score -2026658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2026659.250000 Penalty: 4804.109375
	Iteration 52Q: 3 clusters Score -2026659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2026657.000000 Penalty: 4804.109375
	Iteration 53Q: 3 clusters Score -2026657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2026656.375000 Penalty: 4804.109375
	Iteration 54Q: 3 clusters Score -2026656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2026657.125000 Penalty: 4804.109375
	Iteration 55Q: 3 clusters Score -2026657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2026663.750000 Penalty: 4804.109375
	Iteration 56Q: 3 clusters Score -2026664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2026667.625000 Penalty: 4804.109375
	Iteration 57Q: 3 clusters Score -2026668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2026665.000000 Penalty: 4804.109375
	Iteration 58Q: 3 clusters Score -2026665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2026670.125000 Penalty: 4804.109375
	Iteration 59Q: 3 clusters Score -2026670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2026669.625000 Penalty: 4804.109375
	Iteration 60F: 3 clusters Score -2026670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2026673.875000 Penalty: 4804.109375
	Iteration 61Q: 3 clusters Score -2026674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2026673.375000 Penalty: 4804.109375
	Iteration 62Q: 3 clusters Score -2026673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2026672.750000 Penalty: 4804.109375
	Iteration 63Q: 3 clusters Score -2026673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2026672.750000 Penalty: 4804.109375
	Iteration 64Q: 3 clusters Score -2026673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2026672.750000 Penalty: 4804.109375
	Iteration 65Q: 3 clusters Score -2026673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2026670.375000 Penalty: 4804.109375
	Iteration 66Q: 3 clusters Score -2026670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2026673.750000 Penalty: 4804.109375
	Iteration 67Q: 3 clusters Score -2026674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2026674.000000 Penalty: 4804.109375
	Iteration 68Q: 3 clusters Score -2026674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2026674.125000 Penalty: 4804.109375
	Iteration 69Q: 3 clusters Score -2026674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2026673.000000 Penalty: 4804.109375
	Iteration 70Q: 3 clusters Score -2026673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2026673.000000 Penalty: 4804.109375
	Iteration 71F: 3 clusters Score -2026673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (154069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Entering Unmasked Estep 
Score: -19402038.000000 Penalty: 2962.398682
	Iteration 0F: 2 clusters Score -1.940204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -19300420.000000 Penalty: 5924.797363
	Iteration 0F: 3 clusters Score -1.930042e+07 nChanged 73568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -19343546.000000 Penalty: 5924.797363
	Iteration 1F: 3 clusters Score -1.934355e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -19344644.000000 Penalty: 5924.797363
	Iteration 2Q: 3 clusters Score -1.934464e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -19345998.000000 Penalty: 5924.797363
	Iteration 3Q: 3 clusters Score -1.9346e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -19347770.000000 Penalty: 5924.797363
	Iteration 4Q: 3 clusters Score -1.934777e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -19350462.000000 Penalty: 5924.797363
	Iteration 5Q: 3 clusters Score -1.935046e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -19354900.000000 Penalty: 5924.797363
	Iteration 6F: 3 clusters Score -1.93549e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -19361738.000000 Penalty: 5924.797363
	Iteration 7F: 3 clusters Score -1.936174e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -19371562.000000 Penalty: 5924.797363
	Iteration 8F: 3 clusters Score -1.937156e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -19382980.000000 Penalty: 5924.797363
	Iteration 9F: 3 clusters Score -1.938298e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -19392732.000000 Penalty: 5924.797363
	Iteration 10F: 3 clusters Score -1.939273e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -19397294.000000 Penalty: 5924.797363
	Iteration 11Q: 3 clusters Score -1.939729e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19398692.000000 Penalty: 5924.797363
	Iteration 12Q: 3 clusters Score -1.939869e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19399164.000000 Penalty: 5924.797363
	Iteration 13Q: 3 clusters Score -1.939916e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19399308.000000 Penalty: 5924.797363
	Iteration 14Q: 3 clusters Score -1.939931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19399350.000000 Penalty: 5924.797363
	Iteration 15Q: 3 clusters Score -1.939935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19399394.000000 Penalty: 5924.797363
	Iteration 16Q: 3 clusters Score -1.939939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19399414.000000 Penalty: 5924.797363
	Iteration 17Q: 3 clusters Score -1.939941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19399424.000000 Penalty: 5924.797363
	Iteration 18Q: 3 clusters Score -1.939942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19399430.000000 Penalty: 5924.797363
	Iteration 19Q: 3 clusters Score -1.939943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19399430.000000 Penalty: 5924.797363
	Iteration 20F: 3 clusters Score -1.939943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19399432.000000 Penalty: 5924.797363
	Iteration 21Q: 3 clusters Score -1.939943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19399434.000000 Penalty: 5924.797363
	Iteration 22Q: 3 clusters Score -1.939943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19399442.000000 Penalty: 5924.797363
	Iteration 23Q: 3 clusters Score -1.939944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19399442.000000 Penalty: 5924.797363
	Iteration 24F: 3 clusters Score -1.939944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -422106.062500 Penalty: 2010.415649
	Iteration 0F: 2 clusters Score -422106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -418690.500000 Penalty: 4020.831299
	Iteration 0F: 3 clusters Score -418690.5 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -419426.125000 Penalty: 4020.831299
	Iteration 1F: 3 clusters Score -419426.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -419582.593750 Penalty: 4020.831299
	Iteration 2F: 3 clusters Score -419582.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -419674.406250 Penalty: 4020.831299
	Iteration 3Q: 3 clusters Score -419674.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419730.250000 Penalty: 4020.831299
	Iteration 4Q: 3 clusters Score -419730.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -419783.062500 Penalty: 4020.831299
	Iteration 5Q: 3 clusters Score -419783.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -419840.437500 Penalty: 4020.831299
	Iteration 6Q: 3 clusters Score -419840.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -419893.187500 Penalty: 4020.831299
	Iteration 7Q: 3 clusters Score -419893.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -419937.312500 Penalty: 4020.831299
	Iteration 8Q: 3 clusters Score -419937.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -419980.718750 Penalty: 4020.831299
	Iteration 9Q: 3 clusters Score -419980.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -420031.812500 Penalty: 4020.831299
	Iteration 10Q: 3 clusters Score -420031.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -420089.312500 Penalty: 4020.831299
	Iteration 11Q: 3 clusters Score -420089.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -420141.062500 Penalty: 4020.831299
	Iteration 12Q: 3 clusters Score -420141.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -420188.968750 Penalty: 4020.831299
	Iteration 13Q: 3 clusters Score -420189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -420237.437500 Penalty: 4020.831299
	Iteration 14Q: 3 clusters Score -420237.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -420283.843750 Penalty: 4020.831299
	Iteration 15Q: 3 clusters Score -420283.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -420330.062500 Penalty: 4020.831299
	Iteration 16Q: 3 clusters Score -420330.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -420376.812500 Penalty: 4020.831299
	Iteration 17Q: 3 clusters Score -420376.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -420411.156250 Penalty: 4020.831299
	Iteration 18Q: 3 clusters Score -420411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -420436.937500 Penalty: 4020.831299
	Iteration 19Q: 3 clusters Score -420436.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -420463.031250 Penalty: 4020.831299
	Iteration 20F: 3 clusters Score -420463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -420489.625000 Penalty: 4020.831299
	Iteration 21Q: 3 clusters Score -420489.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -420520.718750 Penalty: 4020.831299
	Iteration 22Q: 3 clusters Score -420520.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -420540.687500 Penalty: 4020.831299
	Iteration 23Q: 3 clusters Score -420540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -420557.406250 Penalty: 4020.831299
	Iteration 24Q: 3 clusters Score -420557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -420572.937500 Penalty: 4020.831299
	Iteration 25Q: 3 clusters Score -420572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -420585.937500 Penalty: 4020.831299
	Iteration 26Q: 3 clusters Score -420585.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -420599.875000 Penalty: 4020.831299
	Iteration 27Q: 3 clusters Score -420599.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -420610.937500 Penalty: 4020.831299
	Iteration 28Q: 3 clusters Score -420610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -420617.062500 Penalty: 4020.831299
	Iteration 29Q: 3 clusters Score -420617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -420621.093750 Penalty: 4020.831299
	Iteration 30Q: 3 clusters Score -420621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -420624.812500 Penalty: 4020.831299
	Iteration 31Q: 3 clusters Score -420624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -420628.250000 Penalty: 4020.831299
	Iteration 32Q: 3 clusters Score -420628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -420633.218750 Penalty: 4020.831299
	Iteration 33Q: 3 clusters Score -420633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -420640.031250 Penalty: 4020.831299
	Iteration 34Q: 3 clusters Score -420640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -420644.281250 Penalty: 4020.831299
	Iteration 35Q: 3 clusters Score -420644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -420651.906250 Penalty: 4020.831299
	Iteration 36Q: 3 clusters Score -420651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -420654.906250 Penalty: 4020.831299
	Iteration 37Q: 3 clusters Score -420654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -420655.281250 Penalty: 4020.831299
	Iteration 38Q: 3 clusters Score -420655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -420656.875000 Penalty: 4020.831299
	Iteration 39Q: 3 clusters Score -420656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -420656.593750 Penalty: 4020.831299
	Iteration 40F: 3 clusters Score -420656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -420657.625000 Penalty: 4020.831299
	Iteration 41Q: 3 clusters Score -420657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -420662.156250 Penalty: 4020.831299
	Iteration 42Q: 3 clusters Score -420662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -420664.281250 Penalty: 4020.831299
	Iteration 43Q: 3 clusters Score -420664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -420667.281250 Penalty: 4020.831299
	Iteration 44Q: 3 clusters Score -420667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -420671.468750 Penalty: 4020.831299
	Iteration 45Q: 3 clusters Score -420671.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -420675.812500 Penalty: 4020.831299
	Iteration 46Q: 3 clusters Score -420675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -420679.875000 Penalty: 4020.831299
	Iteration 47Q: 3 clusters Score -420679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -420680.937500 Penalty: 4020.831299
	Iteration 48Q: 3 clusters Score -420680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -420684.500000 Penalty: 4020.831299
	Iteration 49Q: 3 clusters Score -420684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -420686.093750 Penalty: 4020.831299
	Iteration 50Q: 3 clusters Score -420686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -420688.093750 Penalty: 4020.831299
	Iteration 51Q: 3 clusters Score -420688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -420690.906250 Penalty: 4020.831299
	Iteration 52Q: 3 clusters Score -420690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -420693.843750 Penalty: 4020.831299
	Iteration 53Q: 3 clusters Score -420693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -420699.125000 Penalty: 4020.831299
	Iteration 54Q: 3 clusters Score -420699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -420705.781250 Penalty: 4020.831299
	Iteration 55Q: 3 clusters Score -420705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -420712.593750 Penalty: 4020.831299
	Iteration 56Q: 3 clusters Score -420712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -420714.187500 Penalty: 4020.831299
	Iteration 57Q: 3 clusters Score -420714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -420715.593750 Penalty: 4020.831299
	Iteration 58Q: 3 clusters Score -420715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -420716.593750 Penalty: 4020.831299
	Iteration 59Q: 3 clusters Score -420716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -420716.593750 Penalty: 4020.831299
	Iteration 60F: 3 clusters Score -420716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -161064.906250 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -161064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158953.968750 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -158954 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159673.875000 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -159673.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160184.296875 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -160184.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -160497.171875 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -160497.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -160638.484375 Penalty: 3578.029053
	Iteration 4F: 3 clusters Score -160638.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -160701.578125 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -160701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -160731.750000 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -160731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -160744.671875 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -160744.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -160757.046875 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -160757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -160758.218750 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -160758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -160758.218750 Penalty: 3578.029053
	Iteration 10F: 3 clusters Score -160758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167975 members 
Entering Unmasked Estep 
Score: -21047572.000000 Penalty: 2983.829590
	Iteration 0F: 2 clusters Score -2.104757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -20936378.000000 Penalty: 5967.659180
	Iteration 0F: 3 clusters Score -2.093638e+07 nChanged 80281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -20983000.000000 Penalty: 5967.659180
	Iteration 1F: 3 clusters Score -2.0983e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -20984060.000000 Penalty: 5967.659180
	Iteration 2Q: 3 clusters Score -2.098406e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -20985650.000000 Penalty: 5967.659180
	Iteration 3Q: 3 clusters Score -2.098565e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -20989040.000000 Penalty: 5967.659180
	Iteration 4Q: 3 clusters Score -2.098904e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -20995876.000000 Penalty: 5967.659180
	Iteration 5F: 3 clusters Score -2.099588e+07 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -21008308.000000 Penalty: 5967.659180
	Iteration 6F: 3 clusters Score -2.100831e+07 nChanged 16653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -21024750.000000 Penalty: 5967.659180
	Iteration 7F: 3 clusters Score -2.102475e+07 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -21037400.000000 Penalty: 5967.659180
	Iteration 8F: 3 clusters Score -2.10374e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -21042976.000000 Penalty: 5967.659180
	Iteration 9Q: 3 clusters Score -2.104298e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21044352.000000 Penalty: 5967.659180
	Iteration 10Q: 3 clusters Score -2.104435e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21044630.000000 Penalty: 5967.659180
	Iteration 11Q: 3 clusters Score -2.104463e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167777 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21044746.000000 Penalty: 5967.659180
	Iteration 12Q: 3 clusters Score -2.104475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21044804.000000 Penalty: 5967.659180
	Iteration 13Q: 3 clusters Score -2.10448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167805 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21044826.000000 Penalty: 5967.659180
	Iteration 14Q: 3 clusters Score -2.104483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21044846.000000 Penalty: 5967.659180
	Iteration 15Q: 3 clusters Score -2.104485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21044844.000000 Penalty: 5967.659180
	Iteration 16Q: 3 clusters Score -2.104484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21044844.000000 Penalty: 5967.659180
	Iteration 17F: 3 clusters Score -2.104484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -1220854.875000 Penalty: 2273.238281
	Iteration 0F: 2 clusters Score -1220855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1213481.000000 Penalty: 4546.476562
	Iteration 0F: 3 clusters Score -1213481 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1215635.250000 Penalty: 4546.476562
	Iteration 1F: 3 clusters Score -1215635 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1216003.875000 Penalty: 4546.476562
	Iteration 2F: 3 clusters Score -1216004 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1216283.125000 Penalty: 4546.476562
	Iteration 3F: 3 clusters Score -1216283 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1216524.875000 Penalty: 4546.476562
	Iteration 4Q: 3 clusters Score -1216525 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1216759.625000 Penalty: 4546.476562
	Iteration 5Q: 3 clusters Score -1216760 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1217007.375000 Penalty: 4546.476562
	Iteration 6Q: 3 clusters Score -1217007 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1217236.875000 Penalty: 4546.476562
	Iteration 7Q: 3 clusters Score -1217237 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1217455.750000 Penalty: 4546.476562
	Iteration 8Q: 3 clusters Score -1217456 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1217696.250000 Penalty: 4546.476562
	Iteration 9Q: 3 clusters Score -1217696 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1217945.375000 Penalty: 4546.476562
	Iteration 10Q: 3 clusters Score -1217945 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1218204.875000 Penalty: 4546.476562
	Iteration 11Q: 3 clusters Score -1218205 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1218444.625000 Penalty: 4546.476562
	Iteration 12Q: 3 clusters Score -1218445 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1218650.750000 Penalty: 4546.476562
	Iteration 13Q: 3 clusters Score -1218651 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1218827.625000 Penalty: 4546.476562
	Iteration 14Q: 3 clusters Score -1218828 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1218960.625000 Penalty: 4546.476562
	Iteration 15Q: 3 clusters Score -1218961 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1219069.500000 Penalty: 4546.476562
	Iteration 16Q: 3 clusters Score -1219070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1219167.375000 Penalty: 4546.476562
	Iteration 17Q: 3 clusters Score -1219167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1219243.750000 Penalty: 4546.476562
	Iteration 18Q: 3 clusters Score -1219244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1219293.375000 Penalty: 4546.476562
	Iteration 19Q: 3 clusters Score -1219293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1219326.500000 Penalty: 4546.476562
	Iteration 20F: 3 clusters Score -1219326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1219355.625000 Penalty: 4546.476562
	Iteration 21Q: 3 clusters Score -1219356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1219372.875000 Penalty: 4546.476562
	Iteration 22Q: 3 clusters Score -1219373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1219389.125000 Penalty: 4546.476562
	Iteration 23Q: 3 clusters Score -1219389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1219404.500000 Penalty: 4546.476562
	Iteration 24Q: 3 clusters Score -1219404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1219415.625000 Penalty: 4546.476562
	Iteration 25Q: 3 clusters Score -1219416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1219427.125000 Penalty: 4546.476562
	Iteration 26Q: 3 clusters Score -1219427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1219435.875000 Penalty: 4546.476562
	Iteration 27Q: 3 clusters Score -1219436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1219441.125000 Penalty: 4546.476562
	Iteration 28Q: 3 clusters Score -1219441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1219448.000000 Penalty: 4546.476562
	Iteration 29Q: 3 clusters Score -1219448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1219452.125000 Penalty: 4546.476562
	Iteration 30Q: 3 clusters Score -1219452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1219452.250000 Penalty: 4546.476562
	Iteration 31Q: 3 clusters Score -1219452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1219457.500000 Penalty: 4546.476562
	Iteration 32Q: 3 clusters Score -1219458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1219458.750000 Penalty: 4546.476562
	Iteration 33Q: 3 clusters Score -1219459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1219460.125000 Penalty: 4546.476562
	Iteration 34Q: 3 clusters Score -1219460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1219462.750000 Penalty: 4546.476562
	Iteration 35Q: 3 clusters Score -1219463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1219462.875000 Penalty: 4546.476562
	Iteration 36Q: 3 clusters Score -1219463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1219461.625000 Penalty: 4546.476562
	Iteration 37Q: 3 clusters Score -1219462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1219463.375000 Penalty: 4546.476562
	Iteration 38Q: 3 clusters Score -1219463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1219462.625000 Penalty: 4546.476562
	Iteration 39Q: 3 clusters Score -1219463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1219462.625000 Penalty: 4546.476562
	Iteration 40F: 3 clusters Score -1219463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -975102.812500 Penalty: 2234.312500
	Iteration 0F: 2 clusters Score -975102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -968449.437500 Penalty: 4468.625000
	Iteration 0F: 3 clusters Score -968449.4 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -970360.312500 Penalty: 4468.625000
	Iteration 1F: 3 clusters Score -970360.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -970793.375000 Penalty: 4468.625000
	Iteration 2F: 3 clusters Score -970793.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -971245.812500 Penalty: 4468.625000
	Iteration 3F: 3 clusters Score -971245.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -971669.625000 Penalty: 4468.625000
	Iteration 4F: 3 clusters Score -971669.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -972131.500000 Penalty: 4468.625000
	Iteration 5F: 3 clusters Score -972131.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -972585.937500 Penalty: 4468.625000
	Iteration 6F: 3 clusters Score -972585.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -972936.750000 Penalty: 4468.625000
	Iteration 7F: 3 clusters Score -972936.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -973209.500000 Penalty: 4468.625000
	Iteration 8Q: 3 clusters Score -973209.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -973407.875000 Penalty: 4468.625000
	Iteration 9Q: 3 clusters Score -973407.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -973540.062500 Penalty: 4468.625000
	Iteration 10Q: 3 clusters Score -973540.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -973615.500000 Penalty: 4468.625000
	Iteration 11Q: 3 clusters Score -973615.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -973665.750000 Penalty: 4468.625000
	Iteration 12Q: 3 clusters Score -973665.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -973708.125000 Penalty: 4468.625000
	Iteration 13Q: 3 clusters Score -973708.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -973738.562500 Penalty: 4468.625000
	Iteration 14Q: 3 clusters Score -973738.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -973766.187500 Penalty: 4468.625000
	Iteration 15Q: 3 clusters Score -973766.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -973783.250000 Penalty: 4468.625000
	Iteration 16Q: 3 clusters Score -973783.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -973802.687500 Penalty: 4468.625000
	Iteration 17Q: 3 clusters Score -973802.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -973810.687500 Penalty: 4468.625000
	Iteration 18Q: 3 clusters Score -973810.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -973827.437500 Penalty: 4468.625000
	Iteration 19Q: 3 clusters Score -973827.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -973837.187500 Penalty: 4468.625000
	Iteration 20F: 3 clusters Score -973837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -973845.062500 Penalty: 4468.625000
	Iteration 21Q: 3 clusters Score -973845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -973855.062500 Penalty: 4468.625000
	Iteration 22Q: 3 clusters Score -973855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -973863.687500 Penalty: 4468.625000
	Iteration 23Q: 3 clusters Score -973863.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -973872.500000 Penalty: 4468.625000
	Iteration 24Q: 3 clusters Score -973872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -973878.437500 Penalty: 4468.625000
	Iteration 25Q: 3 clusters Score -973878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -973884.875000 Penalty: 4468.625000
	Iteration 26Q: 3 clusters Score -973884.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -973904.000000 Penalty: 4468.625000
	Iteration 27Q: 3 clusters Score -973904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -973925.625000 Penalty: 4468.625000
	Iteration 28Q: 3 clusters Score -973925.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -973937.562500 Penalty: 4468.625000
	Iteration 29Q: 3 clusters Score -973937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -973944.562500 Penalty: 4468.625000
	Iteration 30Q: 3 clusters Score -973944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -973951.687500 Penalty: 4468.625000
	Iteration 31Q: 3 clusters Score -973951.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -973957.625000 Penalty: 4468.625000
	Iteration 32Q: 3 clusters Score -973957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -973957.750000 Penalty: 4468.625000
	Iteration 33Q: 3 clusters Score -973957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -973961.250000 Penalty: 4468.625000
	Iteration 34Q: 3 clusters Score -973961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -973966.187500 Penalty: 4468.625000
	Iteration 35Q: 3 clusters Score -973966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -973964.687500 Penalty: 4468.625000
	Iteration 36Q: 3 clusters Score -973964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -973964.687500 Penalty: 4468.625000
	Iteration 37F: 3 clusters Score -973964.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -1498749.500000 Penalty: 2324.327637
	Iteration 0F: 2 clusters Score -1498750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1489922.375000 Penalty: 4648.655273
	Iteration 0F: 3 clusters Score -1489922 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1492647.500000 Penalty: 4648.655273
	Iteration 1F: 3 clusters Score -1492648 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1493239.625000 Penalty: 4648.655273
	Iteration 2F: 3 clusters Score -1493240 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1493837.875000 Penalty: 4648.655273
	Iteration 3F: 3 clusters Score -1493838 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1494405.625000 Penalty: 4648.655273
	Iteration 4F: 3 clusters Score -1494406 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1494997.500000 Penalty: 4648.655273
	Iteration 5F: 3 clusters Score -1494998 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1495565.250000 Penalty: 4648.655273
	Iteration 6F: 3 clusters Score -1495565 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1496111.750000 Penalty: 4648.655273
	Iteration 7F: 3 clusters Score -1496112 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1496563.375000 Penalty: 4648.655273
	Iteration 8Q: 3 clusters Score -1496563 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1496894.000000 Penalty: 4648.655273
	Iteration 9Q: 3 clusters Score -1496894 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1497124.375000 Penalty: 4648.655273
	Iteration 10Q: 3 clusters Score -1497124 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1497265.500000 Penalty: 4648.655273
	Iteration 11Q: 3 clusters Score -1497266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1497358.500000 Penalty: 4648.655273
	Iteration 12Q: 3 clusters Score -1497358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1497414.250000 Penalty: 4648.655273
	Iteration 13Q: 3 clusters Score -1497414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1497446.750000 Penalty: 4648.655273
	Iteration 14Q: 3 clusters Score -1497447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1497471.625000 Penalty: 4648.655273
	Iteration 15Q: 3 clusters Score -1497472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1497491.250000 Penalty: 4648.655273
	Iteration 16Q: 3 clusters Score -1497491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1497500.750000 Penalty: 4648.655273
	Iteration 17Q: 3 clusters Score -1497501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1497508.875000 Penalty: 4648.655273
	Iteration 18Q: 3 clusters Score -1497509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1497520.000000 Penalty: 4648.655273
	Iteration 19Q: 3 clusters Score -1497520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1497520.625000 Penalty: 4648.655273
	Iteration 20F: 3 clusters Score -1497521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1497527.750000 Penalty: 4648.655273
	Iteration 21Q: 3 clusters Score -1497528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1497536.875000 Penalty: 4648.655273
	Iteration 22Q: 3 clusters Score -1497537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1497545.000000 Penalty: 4648.655273
	Iteration 23Q: 3 clusters Score -1497545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1497550.500000 Penalty: 4648.655273
	Iteration 24Q: 3 clusters Score -1497550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1497553.000000 Penalty: 4648.655273
	Iteration 25Q: 3 clusters Score -1497553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1497555.625000 Penalty: 4648.655273
	Iteration 26Q: 3 clusters Score -1497556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1497556.750000 Penalty: 4648.655273
	Iteration 27Q: 3 clusters Score -1497557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1497559.000000 Penalty: 4648.655273
	Iteration 28Q: 3 clusters Score -1497559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1497558.375000 Penalty: 4648.655273
	Iteration 29Q: 3 clusters Score -1497558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1497558.375000 Penalty: 4648.655273
	Iteration 30F: 3 clusters Score -1497558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -286821.500000 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -286821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283983.156250 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -283983.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284466.250000 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -284466.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -284592.468750 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -284592.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284655.625000 Penalty: 3839.800781
	Iteration 3Q: 3 clusters Score -284655.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -284695.250000 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -284695.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -284717.406250 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -284717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284737.968750 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -284738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284756.687500 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -284756.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -284770.281250 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -284770.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -284780.281250 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -284780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -284785.437500 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -284785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -284790.093750 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -284790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -284792.937500 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -284792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -284794.781250 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -284794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -284798.625000 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -284798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284801.125000 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -284801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -284802.406250 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -284802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284805.062500 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -284805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284809.687500 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -284809.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -284810.687500 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -284810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -284812.000000 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -284812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -284812.281250 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -284812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -284812.281250 Penalty: 3839.800781
	Iteration 22F: 3 clusters Score -284812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -241866.562500 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -241866.6 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 1039 members 
Entering Unmasked Estep 
Score: -239193.125000 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -239193.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -239737.671875 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -239737.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -239985.109375 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -239985.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -240139.171875 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -240139.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -240242.500000 Penalty: 3779.626709
	Iteration 4F: 3 clusters Score -240242.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -240315.890625 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -240315.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240387.234375 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -240387.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -240442.437500 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -240442.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -240491.703125 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -240491.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -240522.984375 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -240523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -240550.171875 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -240550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -240571.984375 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -240572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -240585.796875 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -240585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -240602.671875 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -240602.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -240613.812500 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -240613.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -240627.515625 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -240627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -240633.859375 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -240633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -240641.500000 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -240641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -240655.187500 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -240655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -240671.984375 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -240672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -240684.984375 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -240685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -240728.046875 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -240728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -240753.390625 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -240753.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -240774.015625 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -240774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -240787.296875 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -240787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -240800.062500 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -240800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -240808.406250 Penalty: 3779.626709
	Iteration 26Q: 3 clusters Score -240808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -240813.406250 Penalty: 3779.626709
	Iteration 27Q: 3 clusters Score -240813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -240816.125000 Penalty: 3779.626709
	Iteration 28Q: 3 clusters Score -240816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -240816.125000 Penalty: 3779.626709
	Iteration 29F: 3 clusters Score -240816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Entering Unmasked Estep 
Score: -9432678.000000 Penalty: 2791.062500
	Iteration 0F: 2 clusters Score -9432678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -9380914.000000 Penalty: 5582.125000
	Iteration 0F: 3 clusters Score -9380914 nChanged 36345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -9401558.000000 Penalty: 5582.125000
	Iteration 1F: 3 clusters Score -9401558 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -9402546.000000 Penalty: 5582.125000
	Iteration 2Q: 3 clusters Score -9402546 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -9403886.000000 Penalty: 5582.125000
	Iteration 3Q: 3 clusters Score -9403886 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -9406031.000000 Penalty: 5582.125000
	Iteration 4F: 3 clusters Score -9406031 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -9409018.000000 Penalty: 5582.125000
	Iteration 5F: 3 clusters Score -9409018 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -9412728.000000 Penalty: 5582.125000
	Iteration 6F: 3 clusters Score -9412728 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -9416138.000000 Penalty: 5582.125000
	Iteration 7F: 3 clusters Score -9416138 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -9418416.000000 Penalty: 5582.125000
	Iteration 8F: 3 clusters Score -9418416 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -9419491.000000 Penalty: 5582.125000
	Iteration 9Q: 3 clusters Score -9419491 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -9420023.000000 Penalty: 5582.125000
	Iteration 10Q: 3 clusters Score -9420023 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -9420296.000000 Penalty: 5582.125000
	Iteration 11Q: 3 clusters Score -9420296 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -9420523.000000 Penalty: 5582.125000
	Iteration 12Q: 3 clusters Score -9420523 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -9420832.000000 Penalty: 5582.125000
	Iteration 13Q: 3 clusters Score -9420832 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -9421146.000000 Penalty: 5582.125000
	Iteration 14Q: 3 clusters Score -9421146 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -9421529.000000 Penalty: 5582.125000
	Iteration 15Q: 3 clusters Score -9421529 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -9422296.000000 Penalty: 5582.125000
	Iteration 16Q: 3 clusters Score -9422296 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -9423460.000000 Penalty: 5582.125000
	Iteration 17Q: 3 clusters Score -9423460 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -9425144.000000 Penalty: 5582.125000
	Iteration 18Q: 3 clusters Score -9425144 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9427230.000000 Penalty: 5582.125000
	Iteration 19Q: 3 clusters Score -9427230 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9428955.000000 Penalty: 5582.125000
	Iteration 20F: 3 clusters Score -9428955 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9429831.000000 Penalty: 5582.125000
	Iteration 21Q: 3 clusters Score -9429831 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9430174.000000 Penalty: 5582.125000
	Iteration 22Q: 3 clusters Score -9430174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9430267.000000 Penalty: 5582.125000
	Iteration 23Q: 3 clusters Score -9430267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9430333.000000 Penalty: 5582.125000
	Iteration 24Q: 3 clusters Score -9430333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9430391.000000 Penalty: 5582.125000
	Iteration 25Q: 3 clusters Score -9430391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9430410.000000 Penalty: 5582.125000
	Iteration 26Q: 3 clusters Score -9430410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9430435.000000 Penalty: 5582.125000
	Iteration 27Q: 3 clusters Score -9430435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9430439.000000 Penalty: 5582.125000
	Iteration 28Q: 3 clusters Score -9430439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9430456.000000 Penalty: 5582.125000
	Iteration 29Q: 3 clusters Score -9430456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9430458.000000 Penalty: 5582.125000
	Iteration 30Q: 3 clusters Score -9430458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9430468.000000 Penalty: 5582.125000
	Iteration 31Q: 3 clusters Score -9430468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9430461.000000 Penalty: 5582.125000
	Iteration 32Q: 3 clusters Score -9430461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9430461.000000 Penalty: 5582.125000
	Iteration 33F: 3 clusters Score -9430461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 290 members 
Entering Unmasked Estep 
Score: -59847.269531 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59847.27 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60054.878906 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60054.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60105.949219 Penalty: 3128.816650
	Iteration 2Q: 3 clusters Score -60105.95 nChanged 11
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: -60129.328125 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -60129.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60146.414062 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60146.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60162.140625 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60162.14 nChanged 2
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: -60165.953125 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60165.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60170.781250 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60170.78 nChanged 1
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: -60172.000000 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60172 nChanged 0
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: -60172.000000 Penalty: 3128.816650
	Iteration 9F: 3 clusters Score -60172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -57495.421875 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57495.42 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: -55991.183594 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55991.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56241.097656 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56241.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56353.027344 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56353.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56452.210938 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56452.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56545.359375 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -56545.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56658.132812 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -56658.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56787.933594 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -56787.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56900.121094 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -56900.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56979.722656 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -56979.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57013.167969 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57013.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57034.789062 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57034.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57043.808594 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57043.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57043.808594 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -57043.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -101360.523438 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -101360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99578.078125 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -99578.08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99864.460938 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -99864.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99937.460938 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -99937.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99975.703125 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -99975.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100017.828125 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -100017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -100034.085938 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -100034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100048.562500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -100048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100063.468750 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -100063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100071.718750 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -100071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100075.437500 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -100075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100077.851562 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -100077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100080.781250 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -100080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100080.781250 Penalty: 3344.468994
	Iteration 12F: 3 clusters Score -100080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (156708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Entering Unmasked Estep 
Score: -19739206.000000 Penalty: 2966.610596
	Iteration 0F: 2 clusters Score -1.973921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -19636872.000000 Penalty: 5933.221191
	Iteration 0F: 3 clusters Score -1.963687e+07 nChanged 74781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -19680942.000000 Penalty: 5933.221191
	Iteration 1F: 3 clusters Score -1.968094e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -19682868.000000 Penalty: 5933.221191
	Iteration 2Q: 3 clusters Score -1.968287e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -19685598.000000 Penalty: 5933.221191
	Iteration 3Q: 3 clusters Score -1.96856e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -19689704.000000 Penalty: 5933.221191
	Iteration 4F: 3 clusters Score -1.96897e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -19695700.000000 Penalty: 5933.221191
	Iteration 5F: 3 clusters Score -1.96957e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -19703598.000000 Penalty: 5933.221191
	Iteration 6F: 3 clusters Score -1.97036e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -19712310.000000 Penalty: 5933.221191
	Iteration 7F: 3 clusters Score -1.971231e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 137014 members 
Entering Unmasked Estep 
Score: -19720754.000000 Penalty: 5933.221191
	Iteration 8F: 3 clusters Score -1.972075e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -19728162.000000 Penalty: 5933.221191
	Iteration 9F: 3 clusters Score -1.972816e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 150948 members 
Entering Unmasked Estep 
Score: -19732732.000000 Penalty: 5933.221191
	Iteration 10Q: 3 clusters Score -1.973273e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 154085 members 
Entering Unmasked Estep 
Score: -19735132.000000 Penalty: 5933.221191
	Iteration 11Q: 3 clusters Score -1.973513e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 155434 members 
Entering Unmasked Estep 
Score: -19736108.000000 Penalty: 5933.221191
	Iteration 12Q: 3 clusters Score -1.973611e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -19736526.000000 Penalty: 5933.221191
	Iteration 13Q: 3 clusters Score -1.973653e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 156014 members 
Entering Unmasked Estep 
Score: -19736712.000000 Penalty: 5933.221191
	Iteration 14Q: 3 clusters Score -1.973671e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -19736822.000000 Penalty: 5933.221191
	Iteration 15Q: 3 clusters Score -1.973682e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 156042 members 
Entering Unmasked Estep 
Score: -19736892.000000 Penalty: 5933.221191
	Iteration 16Q: 3 clusters Score -1.973689e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 156031 members 
Entering Unmasked Estep 
Score: -19736968.000000 Penalty: 5933.221191
	Iteration 17Q: 3 clusters Score -1.973697e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -19737036.000000 Penalty: 5933.221191
	Iteration 18Q: 3 clusters Score -1.973704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 156002 members 
Entering Unmasked Estep 
Score: -19737102.000000 Penalty: 5933.221191
	Iteration 19Q: 3 clusters Score -1.97371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 155975 members 
Entering Unmasked Estep 
Score: -19737126.000000 Penalty: 5933.221191
	Iteration 20F: 3 clusters Score -1.973713e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 155953 members 
Entering Unmasked Estep 
Score: -19737170.000000 Penalty: 5933.221191
	Iteration 21Q: 3 clusters Score -1.973717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 155933 members 
Entering Unmasked Estep 
Score: -19737200.000000 Penalty: 5933.221191
	Iteration 22Q: 3 clusters Score -1.97372e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 155910 members 
Entering Unmasked Estep 
Score: -19737218.000000 Penalty: 5933.221191
	Iteration 23Q: 3 clusters Score -1.973722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -19737268.000000 Penalty: 5933.221191
	Iteration 24Q: 3 clusters Score -1.973727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -19737286.000000 Penalty: 5933.221191
	Iteration 25Q: 3 clusters Score -1.973729e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -19737322.000000 Penalty: 5933.221191
	Iteration 26Q: 3 clusters Score -1.973732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -19737352.000000 Penalty: 5933.221191
	Iteration 27Q: 3 clusters Score -1.973735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -19737344.000000 Penalty: 5933.221191
	Iteration 28Q: 3 clusters Score -1.973734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -19737366.000000 Penalty: 5933.221191
	Iteration 29Q: 3 clusters Score -1.973737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -19737362.000000 Penalty: 5933.221191
	Iteration 30Q: 3 clusters Score -1.973736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -19737368.000000 Penalty: 5933.221191
	Iteration 31Q: 3 clusters Score -1.973737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -19737382.000000 Penalty: 5933.221191
	Iteration 32Q: 3 clusters Score -1.973738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -19737384.000000 Penalty: 5933.221191
	Iteration 33Q: 3 clusters Score -1.973738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -19737380.000000 Penalty: 5933.221191
	Iteration 34Q: 3 clusters Score -1.973738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 155817 members 
Entering Unmasked Estep 
Score: -19737386.000000 Penalty: 5933.221191
	Iteration 35Q: 3 clusters Score -1.973739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 155817 members 
Entering Unmasked Estep 
Score: -19737370.000000 Penalty: 5933.221191
	Iteration 36Q: 3 clusters Score -1.973737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -19737382.000000 Penalty: 5933.221191
	Iteration 37Q: 3 clusters Score -1.973738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -19737384.000000 Penalty: 5933.221191
	Iteration 38Q: 3 clusters Score -1.973738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -19737386.000000 Penalty: 5933.221191
	Iteration 39Q: 3 clusters Score -1.973739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -19737376.000000 Penalty: 5933.221191
	Iteration 40F: 3 clusters Score -1.973738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -19737380.000000 Penalty: 5933.221191
	Iteration 41Q: 3 clusters Score -1.973738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -19737376.000000 Penalty: 5933.221191
	Iteration 42Q: 3 clusters Score -1.973738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -19737382.000000 Penalty: 5933.221191
	Iteration 43Q: 3 clusters Score -1.973738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -19737390.000000 Penalty: 5933.221191
	Iteration 44Q: 3 clusters Score -1.973739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -19737390.000000 Penalty: 5933.221191
	Iteration 45F: 3 clusters Score -1.973739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159797 members 
Mstep: Class 3 contains 43593 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 11 contains 16086 members 
Mstep: Class 12 contains 154069 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 167975 members 
Mstep: Class 17 contains 9569 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77210 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759720.000000 Penalty: 84699.109375
Iteration 279Q: 26 clusters Score -1.057597e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159782 members 
Mstep: Class 3 contains 43595 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 16098 members 
Mstep: Class 12 contains 154071 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 167946 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77218 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759792.000000 Penalty: 84699.109375
Iteration 280F: 26 clusters Score -1.057598e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159741 members 
Mstep: Class 3 contains 43628 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15064 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 4823 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 16114 members 
Mstep: Class 12 contains 154052 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 167939 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 8180 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77216 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759768.000000 Penalty: 84699.109375
Iteration 281Q: 26 clusters Score -1.057598e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159724 members 
Mstep: Class 3 contains 43642 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 8041 members 
Mstep: Class 9 contains 4816 members 
Mstep: Class 10 contains 11178 members 
Mstep: Class 11 contains 16132 members 
Mstep: Class 12 contains 154036 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 167921 members 
Mstep: Class 17 contains 9575 members 
Mstep: Class 18 contains 8182 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77213 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759648.000000 Penalty: 84699.109375
Iteration 282Q: 26 clusters Score -1.057596e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159707 members 
Mstep: Class 3 contains 43658 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 16152 members 
Mstep: Class 12 contains 154020 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 167903 members 
Mstep: Class 17 contains 9576 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77206 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759832.000000 Penalty: 84699.109375
Iteration 283Q: 26 clusters Score -1.057598e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159672 members 
Mstep: Class 3 contains 43664 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 8033 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 11178 members 
Mstep: Class 11 contains 16169 members 
Mstep: Class 12 contains 154025 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 167900 members 
Mstep: Class 17 contains 9577 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77198 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759760.000000 Penalty: 84699.109375
Iteration 284Q: 26 clusters Score -1.057598e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159686 members 
Mstep: Class 3 contains 43669 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 8030 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 16190 members 
Mstep: Class 12 contains 153993 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 167870 members 
Mstep: Class 17 contains 9579 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77191 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759960.000000 Penalty: 84699.109375
Iteration 285Q: 26 clusters Score -1.0576e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159690 members 
Mstep: Class 3 contains 43677 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 8025 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 16212 members 
Mstep: Class 12 contains 153969 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 167859 members 
Mstep: Class 17 contains 9580 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77178 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 156980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759848.000000 Penalty: 84699.109375
Iteration 286Q: 26 clusters Score -1.057598e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159679 members 
Mstep: Class 3 contains 43694 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 8022 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 11 contains 16231 members 
Mstep: Class 12 contains 153935 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 167850 members 
Mstep: Class 17 contains 9582 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77171 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759968.000000 Penalty: 84699.109375
Iteration 287Q: 26 clusters Score -1.0576e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159649 members 
Mstep: Class 3 contains 43701 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 153908 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 167854 members 
Mstep: Class 17 contains 9580 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11768 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77166 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760016.000000 Penalty: 84699.109375
Iteration 288Q: 26 clusters Score -1.0576e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159634 members 
Mstep: Class 3 contains 43700 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 8022 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 16267 members 
Mstep: Class 12 contains 153894 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 167841 members 
Mstep: Class 17 contains 9582 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77165 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760112.000000 Penalty: 84699.109375
Iteration 289Q: 26 clusters Score -1.057601e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159610 members 
Mstep: Class 3 contains 43706 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 8021 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 16288 members 
Mstep: Class 12 contains 153876 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167830 members 
Mstep: Class 17 contains 9584 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77164 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760048.000000 Penalty: 84699.109375
Iteration 290Q: 26 clusters Score -1.0576e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159558 members 
Mstep: Class 3 contains 43727 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15031 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 16300 members 
Mstep: Class 12 contains 153866 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167846 members 
Mstep: Class 17 contains 9587 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 11770 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77163 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760264.000000 Penalty: 84699.109375
Iteration 291Q: 26 clusters Score -1.057603e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159538 members 
Mstep: Class 3 contains 43745 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15020 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 4707 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 153854 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167854 members 
Mstep: Class 17 contains 9589 members 
Mstep: Class 18 contains 8186 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77157 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760136.000000 Penalty: 84699.109375
Iteration 292Q: 26 clusters Score -1.057601e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159530 members 
Mstep: Class 3 contains 43749 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 8017 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 16326 members 
Mstep: Class 12 contains 153838 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167876 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8189 members 
Mstep: Class 19 contains 11768 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77148 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760152.000000 Penalty: 84699.109375
Iteration 293Q: 26 clusters Score -1.057602e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159502 members 
Mstep: Class 3 contains 43736 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 16345 members 
Mstep: Class 12 contains 153814 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167912 members 
Mstep: Class 17 contains 9595 members 
Mstep: Class 18 contains 8191 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77146 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760104.000000 Penalty: 84699.109375
Iteration 294Q: 26 clusters Score -1.057601e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159477 members 
Mstep: Class 3 contains 43734 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 11146 members 
Mstep: Class 11 contains 16359 members 
Mstep: Class 12 contains 153802 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167944 members 
Mstep: Class 17 contains 9597 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77136 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760248.000000 Penalty: 84699.109375
Iteration 295Q: 26 clusters Score -1.057602e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159477 members 
Mstep: Class 3 contains 43741 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 4653 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 153778 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167955 members 
Mstep: Class 17 contains 9596 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77126 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760144.000000 Penalty: 84699.109375
Iteration 296Q: 26 clusters Score -1.057601e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159439 members 
Mstep: Class 3 contains 43735 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 16401 members 
Mstep: Class 12 contains 153763 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 167973 members 
Mstep: Class 17 contains 9596 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77126 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157318 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 26 clusters Score -1.057603e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159398 members 
Mstep: Class 3 contains 43745 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 16432 members 
Mstep: Class 12 contains 153748 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167967 members 
Mstep: Class 17 contains 9598 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77132 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760136.000000 Penalty: 84699.109375
Iteration 298Q: 26 clusters Score -1.057601e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159350 members 
Mstep: Class 3 contains 43756 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14992 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 16461 members 
Mstep: Class 12 contains 153738 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167980 members 
Mstep: Class 17 contains 9602 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77133 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760120.000000 Penalty: 84699.109375
Iteration 299Q: 26 clusters Score -1.057601e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159298 members 
Mstep: Class 3 contains 43749 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 16491 members 
Mstep: Class 12 contains 153722 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 167999 members 
Mstep: Class 17 contains 9608 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77134 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760144.000000 Penalty: 84699.109375
Iteration 300F: 26 clusters Score -1.057601e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159254 members 
Mstep: Class 3 contains 43744 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 16527 members 
Mstep: Class 12 contains 153691 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168028 members 
Mstep: Class 17 contains 9610 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77129 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760088.000000 Penalty: 84699.109375
Iteration 301Q: 26 clusters Score -1.057601e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159209 members 
Mstep: Class 3 contains 43738 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 16558 members 
Mstep: Class 12 contains 153671 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168056 members 
Mstep: Class 17 contains 9609 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77124 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759976.000000 Penalty: 84699.109375
Iteration 302Q: 26 clusters Score -1.0576e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159180 members 
Mstep: Class 3 contains 43739 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15000 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 11142 members 
Mstep: Class 11 contains 16595 members 
Mstep: Class 12 contains 153635 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168087 members 
Mstep: Class 17 contains 9610 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77117 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760016.000000 Penalty: 84699.109375
Iteration 303Q: 26 clusters Score -1.0576e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159132 members 
Mstep: Class 3 contains 43750 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 11144 members 
Mstep: Class 11 contains 16627 members 
Mstep: Class 12 contains 153603 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168115 members 
Mstep: Class 17 contains 9612 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77113 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760144.000000 Penalty: 84699.109375
Iteration 304Q: 26 clusters Score -1.057601e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159084 members 
Mstep: Class 3 contains 43736 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15015 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 16655 members 
Mstep: Class 12 contains 153586 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168139 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 8194 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77109 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760176.000000 Penalty: 84699.109375
Iteration 305Q: 26 clusters Score -1.057602e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159042 members 
Mstep: Class 3 contains 43728 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15027 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 16667 members 
Mstep: Class 12 contains 153581 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168169 members 
Mstep: Class 17 contains 9616 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77105 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760328.000000 Penalty: 84699.109375
Iteration 306Q: 26 clusters Score -1.057603e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158997 members 
Mstep: Class 3 contains 43712 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 8000 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 16681 members 
Mstep: Class 12 contains 153581 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168206 members 
Mstep: Class 17 contains 9615 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77098 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760152.000000 Penalty: 84699.109375
Iteration 307Q: 26 clusters Score -1.057602e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158961 members 
Mstep: Class 3 contains 43709 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 7994 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 153595 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168219 members 
Mstep: Class 17 contains 9611 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77096 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 157500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760272.000000 Penalty: 84699.109375
Iteration 308Q: 26 clusters Score -1.057603e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158910 members 
Mstep: Class 3 contains 43696 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 7984 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 16706 members 
Mstep: Class 12 contains 153614 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168236 members 
Mstep: Class 17 contains 9610 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77095 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 309Q: 26 clusters Score -1.057603e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158866 members 
Mstep: Class 3 contains 43678 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 7977 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 11130 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 153629 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168238 members 
Mstep: Class 17 contains 9607 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11759 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77099 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 310Q: 26 clusters Score -1.057603e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158830 members 
Mstep: Class 3 contains 43670 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 4581 members 
Mstep: Class 10 contains 11132 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 153640 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168232 members 
Mstep: Class 17 contains 9608 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77104 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157623 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 311Q: 26 clusters Score -1.057601e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158788 members 
Mstep: Class 3 contains 43673 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 153652 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168227 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77108 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 312Q: 26 clusters Score -1.057602e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158737 members 
Mstep: Class 3 contains 43673 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 4566 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 16736 members 
Mstep: Class 12 contains 153654 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168223 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 313Q: 26 clusters Score -1.057602e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158676 members 
Mstep: Class 3 contains 43672 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 11130 members 
Mstep: Class 11 contains 16745 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168222 members 
Mstep: Class 17 contains 9602 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77115 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157783 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 314Q: 26 clusters Score -1.057601e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158613 members 
Mstep: Class 3 contains 43679 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 16755 members 
Mstep: Class 12 contains 153643 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168229 members 
Mstep: Class 17 contains 9597 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 77116 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157845 members 
Entering Unmasked Estep 
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Iteration 315Q: 26 clusters Score -1.057601e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158569 members 
Mstep: Class 3 contains 43672 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 16766 members 
Mstep: Class 12 contains 153609 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168257 members 
Mstep: Class 17 contains 9596 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77116 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 157922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760304.000000 Penalty: 84699.109375
Iteration 316Q: 26 clusters Score -1.057603e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158529 members 
Mstep: Class 3 contains 43665 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 4520 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 16776 members 
Mstep: Class 12 contains 153572 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168289 members 
Mstep: Class 17 contains 9598 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 77117 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760272.000000 Penalty: 84699.109375
Iteration 317Q: 26 clusters Score -1.057603e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158479 members 
Mstep: Class 3 contains 43643 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14974 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 16784 members 
Mstep: Class 12 contains 153549 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168345 members 
Mstep: Class 17 contains 9597 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77110 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760248.000000 Penalty: 84699.109375
Iteration 318Q: 26 clusters Score -1.057602e+08 nChanged 551
Entering ConstructFrom: 
Score: -105760248.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 326 members 
Entering Unmasked Estep 
Score: -68127.664062 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68127.66 nChanged 168
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: -68533.312500 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68533.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68730.062500 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68730.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68832.585938 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -68832.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68951.078125 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -68951.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69097.484375 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -69097.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69245.351562 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -69245.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69337.617188 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -69337.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69372.109375 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -69372.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69422.585938 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -69422.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69447.882812 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -69447.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69480.000000 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -69480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69522.742188 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -69522.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69607.070312 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69607.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69661.226562 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -69661.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69692.015625 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -69692.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69709.140625 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -69709.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69816.671875 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -69816.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69859.054688 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -69859.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69863.179688 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -69863.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69866.062500 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -69866.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 158415 members 
Mstep: Class 3 contains 43645 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 7960 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 153518 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168402 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77107 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158152 members 
Entering Unmasked Estep 
Score: -105758784.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105760248.000000 to -105758784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (158415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Entering Unmasked Estep 
Score: -20033634.000000 Penalty: 2969.297607
	Iteration 0F: 2 clusters Score -2.003363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -19929366.000000 Penalty: 5938.595215
	Iteration 0F: 3 clusters Score -1.992937e+07 nChanged 75539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -19973014.000000 Penalty: 5938.595215
	Iteration 1F: 3 clusters Score -1.997301e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -19974116.000000 Penalty: 5938.595215
	Iteration 2Q: 3 clusters Score -1.997412e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -19975918.000000 Penalty: 5938.595215
	Iteration 3Q: 3 clusters Score -1.997592e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -19978628.000000 Penalty: 5938.595215
	Iteration 4Q: 3 clusters Score -1.997863e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -19983712.000000 Penalty: 5938.595215
	Iteration 5F: 3 clusters Score -1.998371e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -19992726.000000 Penalty: 5938.595215
	Iteration 6F: 3 clusters Score -1.999273e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -20006516.000000 Penalty: 5938.595215
	Iteration 7F: 3 clusters Score -2.000652e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -20020152.000000 Penalty: 5938.595215
	Iteration 8F: 3 clusters Score -2.002015e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -20027688.000000 Penalty: 5938.595215
	Iteration 9F: 3 clusters Score -2.002769e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 157256 members 
Entering Unmasked Estep 
Score: -20030112.000000 Penalty: 5938.595215
	Iteration 10Q: 3 clusters Score -2.003011e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158028 members 
Entering Unmasked Estep 
Score: -20030672.000000 Penalty: 5938.595215
	Iteration 11Q: 3 clusters Score -2.003067e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -20030860.000000 Penalty: 5938.595215
	Iteration 12Q: 3 clusters Score -2.003086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -20030928.000000 Penalty: 5938.595215
	Iteration 13Q: 3 clusters Score -2.003093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -20030960.000000 Penalty: 5938.595215
	Iteration 14Q: 3 clusters Score -2.003096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 158204 members 
Entering Unmasked Estep 
Score: -20030974.000000 Penalty: 5938.595215
	Iteration 15Q: 3 clusters Score -2.003097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -20030996.000000 Penalty: 5938.595215
	Iteration 16Q: 3 clusters Score -2.0031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -20031006.000000 Penalty: 5938.595215
	Iteration 17Q: 3 clusters Score -2.003101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -20031000.000000 Penalty: 5938.595215
	Iteration 18Q: 3 clusters Score -2.0031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -20031002.000000 Penalty: 5938.595215
	Iteration 19Q: 3 clusters Score -2.0031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -20031028.000000 Penalty: 5938.595215
	Iteration 20F: 3 clusters Score -2.003103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -20031036.000000 Penalty: 5938.595215
	Iteration 21Q: 3 clusters Score -2.003104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -20031032.000000 Penalty: 5938.595215
	Iteration 22Q: 3 clusters Score -2.003103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -20031040.000000 Penalty: 5938.595215
	Iteration 23Q: 3 clusters Score -2.003104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -20031052.000000 Penalty: 5938.595215
	Iteration 24Q: 3 clusters Score -2.003105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -20031052.000000 Penalty: 5938.595215
	Iteration 25F: 3 clusters Score -2.003105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Entering Unmasked Estep 
Score: -5582233.000000 Penalty: 2649.593262
	Iteration 0F: 2 clusters Score -5582233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5552586.500000 Penalty: 5299.186523
	Iteration 0F: 3 clusters Score -5552586 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -5563955.000000 Penalty: 5299.186523
	Iteration 1F: 3 clusters Score -5563955 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -5564672.500000 Penalty: 5299.186523
	Iteration 2Q: 3 clusters Score -5564672 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5565414.000000 Penalty: 5299.186523
	Iteration 3Q: 3 clusters Score -5565414 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -5566487.500000 Penalty: 5299.186523
	Iteration 4F: 3 clusters Score -5566488 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5568116.000000 Penalty: 5299.186523
	Iteration 5F: 3 clusters Score -5568116 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5570490.000000 Penalty: 5299.186523
	Iteration 6F: 3 clusters Score -5570490 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5573481.500000 Penalty: 5299.186523
	Iteration 7F: 3 clusters Score -5573482 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5576340.500000 Penalty: 5299.186523
	Iteration 8F: 3 clusters Score -5576340 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5578235.000000 Penalty: 5299.186523
	Iteration 9Q: 3 clusters Score -5578235 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -5579156.000000 Penalty: 5299.186523
	Iteration 10Q: 3 clusters Score -5579156 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -5579506.500000 Penalty: 5299.186523
	Iteration 11Q: 3 clusters Score -5579506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -5579674.500000 Penalty: 5299.186523
	Iteration 12Q: 3 clusters Score -5579674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5579754.000000 Penalty: 5299.186523
	Iteration 13Q: 3 clusters Score -5579754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5579791.500000 Penalty: 5299.186523
	Iteration 14Q: 3 clusters Score -5579792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5579821.000000 Penalty: 5299.186523
	Iteration 15Q: 3 clusters Score -5579821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5579851.000000 Penalty: 5299.186523
	Iteration 16Q: 3 clusters Score -5579851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5579868.000000 Penalty: 5299.186523
	Iteration 17Q: 3 clusters Score -5579868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5579877.000000 Penalty: 5299.186523
	Iteration 18Q: 3 clusters Score -5579877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5579883.000000 Penalty: 5299.186523
	Iteration 19Q: 3 clusters Score -5579883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -5579885.000000 Penalty: 5299.186523
	Iteration 20F: 3 clusters Score -5579885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5579886.000000 Penalty: 5299.186523
	Iteration 21Q: 3 clusters Score -5579886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5579886.500000 Penalty: 5299.186523
	Iteration 22Q: 3 clusters Score -5579886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5579886.500000 Penalty: 5299.186523
	Iteration 23F: 3 clusters Score -5579886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -31472.257812 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -31472.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30425.953125 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -30425.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30821.214844 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -30821.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31063.667969 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -31063.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31181.552734 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -31181.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -31341.406250 Penalty: 2880.838867
	Iteration 4F: 3 clusters Score -31341.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -31499.826172 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -31499.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -31698.673828 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -31698.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -32120.384766 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -32120.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32194.916016 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -32194.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -32211.136719 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -32211.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -32211.136719 Penalty: 2880.838867
	Iteration 10F: 3 clusters Score -32211.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158415 members 
Mstep: Class 3 contains 43645 members 
Mstep: Class 4 contains 261 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 7960 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 153518 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 72 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168402 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77107 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158152 members 
Entering Unmasked Estep 
Score: -105759192.000000 Penalty: 88087.070312
Splitting cluster 4 changes total score from -105760248.000000 to -105759192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 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 85 members 
Entering Unmasked Estep 
Score: -17086.601562 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17086.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17125.416016 Penalty: 2589.296631
	Iteration 1Q: 3 clusters Score -17125.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17151.488281 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17151.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17165.484375 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17165.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17175.339844 Penalty: 2589.296631
	Iteration 4Q: 3 clusters Score -17175.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17175.339844 Penalty: 2589.296631
	Iteration 5F: 3 clusters Score -17175.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 393 members 
Entering Unmasked Estep 
Score: -78048.820312 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78048.82 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78322.617188 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78322.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78473.734375 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78473.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78674.429688 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -78674.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78909.812500 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -78909.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -79077.273438 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -79077.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79233.625000 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -79233.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79326.351562 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -79326.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79370.570312 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -79370.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79396.789062 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -79396.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79407.304688 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79407.304688 Penalty: 3261.237549
	Iteration 11F: 3 clusters Score -79407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Entering Unmasked Estep 
Score: -1893533.750000 Penalty: 2384.057617
	Iteration 0F: 2 clusters Score -1893534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1882814.750000 Penalty: 4768.115234
	Iteration 0F: 3 clusters Score -1882815 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1886169.375000 Penalty: 4768.115234
	Iteration 1F: 3 clusters Score -1886169 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1886539.750000 Penalty: 4768.115234
	Iteration 2F: 3 clusters Score -1886540 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1886807.250000 Penalty: 4768.115234
	Iteration 3Q: 3 clusters Score -1886807 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1887015.875000 Penalty: 4768.115234
	Iteration 4Q: 3 clusters Score -1887016 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1887195.000000 Penalty: 4768.115234
	Iteration 5Q: 3 clusters Score -1887195 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1887339.375000 Penalty: 4768.115234
	Iteration 6Q: 3 clusters Score -1887339 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1887500.875000 Penalty: 4768.115234
	Iteration 7Q: 3 clusters Score -1887501 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1887654.625000 Penalty: 4768.115234
	Iteration 8Q: 3 clusters Score -1887655 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1887813.875000 Penalty: 4768.115234
	Iteration 9Q: 3 clusters Score -1887814 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1887979.250000 Penalty: 4768.115234
	Iteration 10Q: 3 clusters Score -1887979 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1888170.375000 Penalty: 4768.115234
	Iteration 11Q: 3 clusters Score -1888170 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1888380.750000 Penalty: 4768.115234
	Iteration 12Q: 3 clusters Score -1888381 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1888634.375000 Penalty: 4768.115234
	Iteration 13Q: 3 clusters Score -1888634 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1888932.875000 Penalty: 4768.115234
	Iteration 14Q: 3 clusters Score -1888933 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1889269.750000 Penalty: 4768.115234
	Iteration 15Q: 3 clusters Score -1889270 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1889598.375000 Penalty: 4768.115234
	Iteration 16Q: 3 clusters Score -1889598 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1889936.875000 Penalty: 4768.115234
	Iteration 17Q: 3 clusters Score -1889937 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1890246.000000 Penalty: 4768.115234
	Iteration 18Q: 3 clusters Score -1890246 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1890543.500000 Penalty: 4768.115234
	Iteration 19Q: 3 clusters Score -1890544 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1890745.875000 Penalty: 4768.115234
	Iteration 20F: 3 clusters Score -1890746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1890895.375000 Penalty: 4768.115234
	Iteration 21Q: 3 clusters Score -1890895 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1891002.000000 Penalty: 4768.115234
	Iteration 22Q: 3 clusters Score -1891002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1891116.875000 Penalty: 4768.115234
	Iteration 23Q: 3 clusters Score -1891117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1891173.250000 Penalty: 4768.115234
	Iteration 24Q: 3 clusters Score -1891173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1891218.375000 Penalty: 4768.115234
	Iteration 25Q: 3 clusters Score -1891218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1891242.000000 Penalty: 4768.115234
	Iteration 26Q: 3 clusters Score -1891242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1891262.875000 Penalty: 4768.115234
	Iteration 27Q: 3 clusters Score -1891263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1891293.000000 Penalty: 4768.115234
	Iteration 28Q: 3 clusters Score -1891293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1891318.375000 Penalty: 4768.115234
	Iteration 29Q: 3 clusters Score -1891318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1891336.125000 Penalty: 4768.115234
	Iteration 30Q: 3 clusters Score -1891336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1891362.500000 Penalty: 4768.115234
	Iteration 31Q: 3 clusters Score -1891362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1891373.750000 Penalty: 4768.115234
	Iteration 32Q: 3 clusters Score -1891374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1891390.375000 Penalty: 4768.115234
	Iteration 33Q: 3 clusters Score -1891390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1891396.125000 Penalty: 4768.115234
	Iteration 34Q: 3 clusters Score -1891396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1891399.750000 Penalty: 4768.115234
	Iteration 35Q: 3 clusters Score -1891400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1891406.000000 Penalty: 4768.115234
	Iteration 36Q: 3 clusters Score -1891406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1891412.625000 Penalty: 4768.115234
	Iteration 37Q: 3 clusters Score -1891413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1891415.625000 Penalty: 4768.115234
	Iteration 38Q: 3 clusters Score -1891416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1891420.125000 Penalty: 4768.115234
	Iteration 39Q: 3 clusters Score -1891420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1891423.000000 Penalty: 4768.115234
	Iteration 40F: 3 clusters Score -1891423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1891422.375000 Penalty: 4768.115234
	Iteration 41Q: 3 clusters Score -1891422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1891424.250000 Penalty: 4768.115234
	Iteration 42Q: 3 clusters Score -1891424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1891428.500000 Penalty: 4768.115234
	Iteration 43Q: 3 clusters Score -1891428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1891430.375000 Penalty: 4768.115234
	Iteration 44Q: 3 clusters Score -1891430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1891432.000000 Penalty: 4768.115234
	Iteration 45Q: 3 clusters Score -1891432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1891435.375000 Penalty: 4768.115234
	Iteration 46Q: 3 clusters Score -1891435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1891439.875000 Penalty: 4768.115234
	Iteration 47Q: 3 clusters Score -1891440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1891441.625000 Penalty: 4768.115234
	Iteration 48Q: 3 clusters Score -1891442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1891442.125000 Penalty: 4768.115234
	Iteration 49Q: 3 clusters Score -1891442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1891442.375000 Penalty: 4768.115234
	Iteration 50Q: 3 clusters Score -1891442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1891445.875000 Penalty: 4768.115234
	Iteration 51Q: 3 clusters Score -1891446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1891444.375000 Penalty: 4768.115234
	Iteration 52Q: 3 clusters Score -1891444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1891447.000000 Penalty: 4768.115234
	Iteration 53Q: 3 clusters Score -1891447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1891447.125000 Penalty: 4768.115234
	Iteration 54Q: 3 clusters Score -1891447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1891448.125000 Penalty: 4768.115234
	Iteration 55Q: 3 clusters Score -1891448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1891449.500000 Penalty: 4768.115234
	Iteration 56Q: 3 clusters Score -1891450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1891448.875000 Penalty: 4768.115234
	Iteration 57Q: 3 clusters Score -1891449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1891448.875000 Penalty: 4768.115234
	Iteration 58F: 3 clusters Score -1891449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -997073.500000 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -997073.5 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 3949 members 
Entering Unmasked Estep 
Score: -990757.250000 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -990757.2 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -992490.312500 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -992490.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -992682.562500 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -992682.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -992793.312500 Penalty: 4455.163574
	Iteration 3Q: 3 clusters Score -992793.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -992866.500000 Penalty: 4455.163574
	Iteration 4Q: 3 clusters Score -992866.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -992934.437500 Penalty: 4455.163574
	Iteration 5Q: 3 clusters Score -992934.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -992984.187500 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -992984.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -993035.500000 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -993035.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -993092.125000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -993092.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -993164.125000 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -993164.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -993234.875000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -993234.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -993313.812500 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -993313.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -993420.062500 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -993420.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -993529.750000 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -993529.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -993660.625000 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -993660.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -993780.562500 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -993780.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -993945.375000 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -993945.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -994138.062500 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -994138.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -994366.437500 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -994366.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -994598.312500 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -994598.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -994757.125000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -994757.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -994871.562500 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -994871.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -994962.687500 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -994962.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -995014.375000 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -995014.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -995043.000000 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -995043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -995061.937500 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -995061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -995071.375000 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -995071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -995076.562500 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -995076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -995078.000000 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -995078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -995080.750000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -995080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -995083.437500 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -995083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -995084.187500 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -995084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -995087.250000 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -995087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -995088.937500 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -995088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -995089.937500 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -995089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -995091.437500 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -995091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -995092.750000 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -995092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -995095.875000 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -995095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -995096.375000 Penalty: 4455.163574
	Iteration 38Q: 3 clusters Score -995096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -995096.375000 Penalty: 4455.163574
	Iteration 39F: 3 clusters Score -995096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -566394.875000 Penalty: 2086.134521
	Iteration 0F: 2 clusters Score -566394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -562191.125000 Penalty: 4172.269043
	Iteration 0F: 3 clusters Score -562191.1 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -563113.562500 Penalty: 4172.269043
	Iteration 1F: 3 clusters Score -563113.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -563300.000000 Penalty: 4172.269043
	Iteration 2F: 3 clusters Score -563300 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -563405.000000 Penalty: 4172.269043
	Iteration 3Q: 3 clusters Score -563405 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -563463.500000 Penalty: 4172.269043
	Iteration 4Q: 3 clusters Score -563463.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -563516.625000 Penalty: 4172.269043
	Iteration 5Q: 3 clusters Score -563516.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -563578.500000 Penalty: 4172.269043
	Iteration 6Q: 3 clusters Score -563578.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -563640.062500 Penalty: 4172.269043
	Iteration 7Q: 3 clusters Score -563640.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -563693.312500 Penalty: 4172.269043
	Iteration 8Q: 3 clusters Score -563693.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -563746.062500 Penalty: 4172.269043
	Iteration 9Q: 3 clusters Score -563746.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -563811.500000 Penalty: 4172.269043
	Iteration 10Q: 3 clusters Score -563811.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -563866.687500 Penalty: 4172.269043
	Iteration 11Q: 3 clusters Score -563866.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -563925.875000 Penalty: 4172.269043
	Iteration 12Q: 3 clusters Score -563925.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -563982.750000 Penalty: 4172.269043
	Iteration 13Q: 3 clusters Score -563982.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -564037.062500 Penalty: 4172.269043
	Iteration 14Q: 3 clusters Score -564037.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -564078.500000 Penalty: 4172.269043
	Iteration 15Q: 3 clusters Score -564078.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -564136.750000 Penalty: 4172.269043
	Iteration 16Q: 3 clusters Score -564136.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -564192.125000 Penalty: 4172.269043
	Iteration 17Q: 3 clusters Score -564192.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -564240.875000 Penalty: 4172.269043
	Iteration 18Q: 3 clusters Score -564240.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -564290.187500 Penalty: 4172.269043
	Iteration 19Q: 3 clusters Score -564290.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -564344.875000 Penalty: 4172.269043
	Iteration 20F: 3 clusters Score -564344.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -564398.125000 Penalty: 4172.269043
	Iteration 21Q: 3 clusters Score -564398.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -564459.312500 Penalty: 4172.269043
	Iteration 22Q: 3 clusters Score -564459.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -564522.125000 Penalty: 4172.269043
	Iteration 23Q: 3 clusters Score -564522.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -564583.812500 Penalty: 4172.269043
	Iteration 24Q: 3 clusters Score -564583.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -564627.875000 Penalty: 4172.269043
	Iteration 25Q: 3 clusters Score -564627.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -564669.062500 Penalty: 4172.269043
	Iteration 26Q: 3 clusters Score -564669.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -564697.687500 Penalty: 4172.269043
	Iteration 27Q: 3 clusters Score -564697.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -564720.625000 Penalty: 4172.269043
	Iteration 28Q: 3 clusters Score -564720.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -564734.312500 Penalty: 4172.269043
	Iteration 29Q: 3 clusters Score -564734.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -564746.812500 Penalty: 4172.269043
	Iteration 30Q: 3 clusters Score -564746.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -564755.687500 Penalty: 4172.269043
	Iteration 31Q: 3 clusters Score -564755.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -564767.500000 Penalty: 4172.269043
	Iteration 32Q: 3 clusters Score -564767.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -564782.875000 Penalty: 4172.269043
	Iteration 33Q: 3 clusters Score -564782.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -564789.062500 Penalty: 4172.269043
	Iteration 34Q: 3 clusters Score -564789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -564793.500000 Penalty: 4172.269043
	Iteration 35Q: 3 clusters Score -564793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -564801.187500 Penalty: 4172.269043
	Iteration 36Q: 3 clusters Score -564801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -564803.312500 Penalty: 4172.269043
	Iteration 37Q: 3 clusters Score -564803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -564808.000000 Penalty: 4172.269043
	Iteration 38Q: 3 clusters Score -564808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -564809.187500 Penalty: 4172.269043
	Iteration 39Q: 3 clusters Score -564809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -564812.250000 Penalty: 4172.269043
	Iteration 40F: 3 clusters Score -564812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -564812.875000 Penalty: 4172.269043
	Iteration 41Q: 3 clusters Score -564812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -564813.187500 Penalty: 4172.269043
	Iteration 42Q: 3 clusters Score -564813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -564813.187500 Penalty: 4172.269043
	Iteration 43F: 3 clusters Score -564813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Entering Unmasked Estep 
Score: -1422920.750000 Penalty: 2310.358398
	Iteration 0F: 2 clusters Score -1422921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1414586.750000 Penalty: 4620.716797
	Iteration 0F: 3 clusters Score -1414587 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1416951.375000 Penalty: 4620.716797
	Iteration 1F: 3 clusters Score -1416951 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1417216.125000 Penalty: 4620.716797
	Iteration 2F: 3 clusters Score -1417216 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1417418.750000 Penalty: 4620.716797
	Iteration 3Q: 3 clusters Score -1417419 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1417576.375000 Penalty: 4620.716797
	Iteration 4Q: 3 clusters Score -1417576 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1417698.250000 Penalty: 4620.716797
	Iteration 5Q: 3 clusters Score -1417698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1417807.750000 Penalty: 4620.716797
	Iteration 6Q: 3 clusters Score -1417808 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1417907.000000 Penalty: 4620.716797
	Iteration 7Q: 3 clusters Score -1417907 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1417990.250000 Penalty: 4620.716797
	Iteration 8Q: 3 clusters Score -1417990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1418092.250000 Penalty: 4620.716797
	Iteration 9Q: 3 clusters Score -1418092 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1418196.250000 Penalty: 4620.716797
	Iteration 10Q: 3 clusters Score -1418196 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1418320.500000 Penalty: 4620.716797
	Iteration 11Q: 3 clusters Score -1418320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1418447.875000 Penalty: 4620.716797
	Iteration 12Q: 3 clusters Score -1418448 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1418609.500000 Penalty: 4620.716797
	Iteration 13Q: 3 clusters Score -1418610 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1418803.250000 Penalty: 4620.716797
	Iteration 14Q: 3 clusters Score -1418803 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1419027.500000 Penalty: 4620.716797
	Iteration 15Q: 3 clusters Score -1419028 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1419240.750000 Penalty: 4620.716797
	Iteration 16Q: 3 clusters Score -1419241 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1419417.375000 Penalty: 4620.716797
	Iteration 17Q: 3 clusters Score -1419417 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1419603.500000 Penalty: 4620.716797
	Iteration 18Q: 3 clusters Score -1419604 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1419779.875000 Penalty: 4620.716797
	Iteration 19Q: 3 clusters Score -1419780 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1419943.750000 Penalty: 4620.716797
	Iteration 20F: 3 clusters Score -1419944 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1420096.750000 Penalty: 4620.716797
	Iteration 21Q: 3 clusters Score -1420097 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1420220.375000 Penalty: 4620.716797
	Iteration 22Q: 3 clusters Score -1420220 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1420325.250000 Penalty: 4620.716797
	Iteration 23Q: 3 clusters Score -1420325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1420413.875000 Penalty: 4620.716797
	Iteration 24Q: 3 clusters Score -1420414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1420489.000000 Penalty: 4620.716797
	Iteration 25Q: 3 clusters Score -1420489 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1420552.875000 Penalty: 4620.716797
	Iteration 26Q: 3 clusters Score -1420553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1420598.000000 Penalty: 4620.716797
	Iteration 27Q: 3 clusters Score -1420598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1420630.125000 Penalty: 4620.716797
	Iteration 28Q: 3 clusters Score -1420630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1420652.500000 Penalty: 4620.716797
	Iteration 29Q: 3 clusters Score -1420652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1420684.750000 Penalty: 4620.716797
	Iteration 30Q: 3 clusters Score -1420685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1420711.250000 Penalty: 4620.716797
	Iteration 31Q: 3 clusters Score -1420711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1420735.125000 Penalty: 4620.716797
	Iteration 32Q: 3 clusters Score -1420735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1420761.125000 Penalty: 4620.716797
	Iteration 33Q: 3 clusters Score -1420761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1420789.125000 Penalty: 4620.716797
	Iteration 34Q: 3 clusters Score -1420789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1420817.250000 Penalty: 4620.716797
	Iteration 35Q: 3 clusters Score -1420817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1420842.500000 Penalty: 4620.716797
	Iteration 36Q: 3 clusters Score -1420842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1420861.750000 Penalty: 4620.716797
	Iteration 37Q: 3 clusters Score -1420862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1420873.750000 Penalty: 4620.716797
	Iteration 38Q: 3 clusters Score -1420874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1420886.375000 Penalty: 4620.716797
	Iteration 39Q: 3 clusters Score -1420886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1420908.250000 Penalty: 4620.716797
	Iteration 40F: 3 clusters Score -1420908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1420920.500000 Penalty: 4620.716797
	Iteration 41Q: 3 clusters Score -1420920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1420928.375000 Penalty: 4620.716797
	Iteration 42Q: 3 clusters Score -1420928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1420931.125000 Penalty: 4620.716797
	Iteration 43Q: 3 clusters Score -1420931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1420939.000000 Penalty: 4620.716797
	Iteration 44Q: 3 clusters Score -1420939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1420948.375000 Penalty: 4620.716797
	Iteration 45Q: 3 clusters Score -1420948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1420952.125000 Penalty: 4620.716797
	Iteration 46Q: 3 clusters Score -1420952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1420956.625000 Penalty: 4620.716797
	Iteration 47Q: 3 clusters Score -1420957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1420955.250000 Penalty: 4620.716797
	Iteration 48Q: 3 clusters Score -1420955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1420955.250000 Penalty: 4620.716797
	Iteration 49F: 3 clusters Score -1420955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Entering Unmasked Estep 
Score: -2116918.000000 Penalty: 2412.707031
	Iteration 0F: 2 clusters Score -2116918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2104936.000000 Penalty: 4825.414062
	Iteration 0F: 3 clusters Score -2104936 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2108834.000000 Penalty: 4825.414062
	Iteration 1F: 3 clusters Score -2108834 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2109356.500000 Penalty: 4825.414062
	Iteration 2F: 3 clusters Score -2109356 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2109985.500000 Penalty: 4825.414062
	Iteration 3F: 3 clusters Score -2109986 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2110783.000000 Penalty: 4825.414062
	Iteration 4F: 3 clusters Score -2110783 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2111636.000000 Penalty: 4825.414062
	Iteration 5F: 3 clusters Score -2111636 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2112626.000000 Penalty: 4825.414062
	Iteration 6F: 3 clusters Score -2112626 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2113705.000000 Penalty: 4825.414062
	Iteration 7F: 3 clusters Score -2113705 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2114664.000000 Penalty: 4825.414062
	Iteration 8F: 3 clusters Score -2114664 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2115293.500000 Penalty: 4825.414062
	Iteration 9Q: 3 clusters Score -2115294 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2115539.000000 Penalty: 4825.414062
	Iteration 10Q: 3 clusters Score -2115539 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2115617.500000 Penalty: 4825.414062
	Iteration 11Q: 3 clusters Score -2115618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2115666.250000 Penalty: 4825.414062
	Iteration 12Q: 3 clusters Score -2115666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2115686.250000 Penalty: 4825.414062
	Iteration 13Q: 3 clusters Score -2115686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2115699.250000 Penalty: 4825.414062
	Iteration 14Q: 3 clusters Score -2115699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2115713.750000 Penalty: 4825.414062
	Iteration 15Q: 3 clusters Score -2115714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2115728.000000 Penalty: 4825.414062
	Iteration 16Q: 3 clusters Score -2115728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2115729.750000 Penalty: 4825.414062
	Iteration 17Q: 3 clusters Score -2115730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2115736.500000 Penalty: 4825.414062
	Iteration 18Q: 3 clusters Score -2115736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2115739.750000 Penalty: 4825.414062
	Iteration 19Q: 3 clusters Score -2115740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2115736.250000 Penalty: 4825.414062
	Iteration 20F: 3 clusters Score -2115736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2115740.000000 Penalty: 4825.414062
	Iteration 21Q: 3 clusters Score -2115740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2115748.000000 Penalty: 4825.414062
	Iteration 22Q: 3 clusters Score -2115748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2115760.500000 Penalty: 4825.414062
	Iteration 23Q: 3 clusters Score -2115760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2115762.750000 Penalty: 4825.414062
	Iteration 24Q: 3 clusters Score -2115763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2115765.250000 Penalty: 4825.414062
	Iteration 25Q: 3 clusters Score -2115765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2115768.250000 Penalty: 4825.414062
	Iteration 26Q: 3 clusters Score -2115768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2115765.000000 Penalty: 4825.414062
	Iteration 27Q: 3 clusters Score -2115765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2115765.750000 Penalty: 4825.414062
	Iteration 28Q: 3 clusters Score -2115766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2115765.500000 Penalty: 4825.414062
	Iteration 29Q: 3 clusters Score -2115766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2115769.250000 Penalty: 4825.414062
	Iteration 30Q: 3 clusters Score -2115769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2115770.500000 Penalty: 4825.414062
	Iteration 31Q: 3 clusters Score -2115770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2115771.500000 Penalty: 4825.414062
	Iteration 32Q: 3 clusters Score -2115772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2115770.250000 Penalty: 4825.414062
	Iteration 33Q: 3 clusters Score -2115770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2115771.250000 Penalty: 4825.414062
	Iteration 34Q: 3 clusters Score -2115771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2115773.500000 Penalty: 4825.414062
	Iteration 35Q: 3 clusters Score -2115774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2115774.250000 Penalty: 4825.414062
	Iteration 36Q: 3 clusters Score -2115774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2115777.750000 Penalty: 4825.414062
	Iteration 37Q: 3 clusters Score -2115778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2115778.500000 Penalty: 4825.414062
	Iteration 38Q: 3 clusters Score -2115778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2115777.000000 Penalty: 4825.414062
	Iteration 39Q: 3 clusters Score -2115777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2115778.000000 Penalty: 4825.414062
	Iteration 40F: 3 clusters Score -2115778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2115773.000000 Penalty: 4825.414062
	Iteration 41Q: 3 clusters Score -2115773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2115774.250000 Penalty: 4825.414062
	Iteration 42Q: 3 clusters Score -2115774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2115776.000000 Penalty: 4825.414062
	Iteration 43Q: 3 clusters Score -2115776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2115776.000000 Penalty: 4825.414062
	Iteration 44Q: 3 clusters Score -2115776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2115775.500000 Penalty: 4825.414062
	Iteration 45Q: 3 clusters Score -2115776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2115777.500000 Penalty: 4825.414062
	Iteration 46Q: 3 clusters Score -2115778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2115778.500000 Penalty: 4825.414062
	Iteration 47Q: 3 clusters Score -2115778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2115778.500000 Penalty: 4825.414062
	Iteration 48F: 3 clusters Score -2115778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Entering Unmasked Estep 
Score: -19334376.000000 Penalty: 2961.510254
	Iteration 0F: 2 clusters Score -1.933438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -19233234.000000 Penalty: 5923.020508
	Iteration 0F: 3 clusters Score -1.923323e+07 nChanged 73233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -19275838.000000 Penalty: 5923.020508
	Iteration 1F: 3 clusters Score -1.927584e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -19276970.000000 Penalty: 5923.020508
	Iteration 2Q: 3 clusters Score -1.927697e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
Score: -19278264.000000 Penalty: 5923.020508
	Iteration 3Q: 3 clusters Score -1.927826e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -19279846.000000 Penalty: 5923.020508
	Iteration 4Q: 3 clusters Score -1.927985e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -19282398.000000 Penalty: 5923.020508
	Iteration 5Q: 3 clusters Score -1.92824e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -19286222.000000 Penalty: 5923.020508
	Iteration 6Q: 3 clusters Score -1.928622e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -19291728.000000 Penalty: 5923.020508
	Iteration 7F: 3 clusters Score -1.929173e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -19298496.000000 Penalty: 5923.020508
	Iteration 8F: 3 clusters Score -1.92985e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -19305576.000000 Penalty: 5923.020508
	Iteration 9F: 3 clusters Score -1.930558e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 122379 members 
Entering Unmasked Estep 
Score: -19311478.000000 Penalty: 5923.020508
	Iteration 10F: 3 clusters Score -1.931148e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -19315798.000000 Penalty: 5923.020508
	Iteration 11Q: 3 clusters Score -1.93158e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 131158 members 
Entering Unmasked Estep 
Score: -19318518.000000 Penalty: 5923.020508
	Iteration 12Q: 3 clusters Score -1.931852e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 134418 members 
Entering Unmasked Estep 
Score: -19320670.000000 Penalty: 5923.020508
	Iteration 13Q: 3 clusters Score -1.932067e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -19322530.000000 Penalty: 5923.020508
	Iteration 14Q: 3 clusters Score -1.932253e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -19324280.000000 Penalty: 5923.020508
	Iteration 15Q: 3 clusters Score -1.932428e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -19325746.000000 Penalty: 5923.020508
	Iteration 16Q: 3 clusters Score -1.932575e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -19327158.000000 Penalty: 5923.020508
	Iteration 17Q: 3 clusters Score -1.932716e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -19328286.000000 Penalty: 5923.020508
	Iteration 18Q: 3 clusters Score -1.932829e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 148166 members 
Entering Unmasked Estep 
Score: -19329230.000000 Penalty: 5923.020508
	Iteration 19Q: 3 clusters Score -1.932923e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 149433 members 
Entering Unmasked Estep 
Score: -19329994.000000 Penalty: 5923.020508
	Iteration 20F: 3 clusters Score -1.932999e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -19330554.000000 Penalty: 5923.020508
	Iteration 21Q: 3 clusters Score -1.933055e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -19330970.000000 Penalty: 5923.020508
	Iteration 22Q: 3 clusters Score -1.933097e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -19331276.000000 Penalty: 5923.020508
	Iteration 23Q: 3 clusters Score -1.933128e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 152173 members 
Entering Unmasked Estep 
Score: -19331366.000000 Penalty: 5923.020508
	Iteration 24Q: 3 clusters Score -1.933137e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -19331510.000000 Penalty: 5923.020508
	Iteration 25Q: 3 clusters Score -1.933151e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -19331652.000000 Penalty: 5923.020508
	Iteration 26Q: 3 clusters Score -1.933165e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -19331696.000000 Penalty: 5923.020508
	Iteration 27Q: 3 clusters Score -1.93317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 152757 members 
Entering Unmasked Estep 
Score: -19331760.000000 Penalty: 5923.020508
	Iteration 28Q: 3 clusters Score -1.933176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152808 members 
Entering Unmasked Estep 
Score: -19331788.000000 Penalty: 5923.020508
	Iteration 29Q: 3 clusters Score -1.933179e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -19331808.000000 Penalty: 5923.020508
	Iteration 30Q: 3 clusters Score -1.933181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 152883 members 
Entering Unmasked Estep 
Score: -19331848.000000 Penalty: 5923.020508
	Iteration 31Q: 3 clusters Score -1.933185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -19331860.000000 Penalty: 5923.020508
	Iteration 32Q: 3 clusters Score -1.933186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -19331902.000000 Penalty: 5923.020508
	Iteration 33Q: 3 clusters Score -1.93319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -19331934.000000 Penalty: 5923.020508
	Iteration 34Q: 3 clusters Score -1.933193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -19331924.000000 Penalty: 5923.020508
	Iteration 35Q: 3 clusters Score -1.933192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -19331930.000000 Penalty: 5923.020508
	Iteration 36Q: 3 clusters Score -1.933193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -19331934.000000 Penalty: 5923.020508
	Iteration 37Q: 3 clusters Score -1.933193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -19331934.000000 Penalty: 5923.020508
	Iteration 38Q: 3 clusters Score -1.933193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -19331956.000000 Penalty: 5923.020508
	Iteration 39Q: 3 clusters Score -1.933196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 152995 members 
Entering Unmasked Estep 
Score: -19331964.000000 Penalty: 5923.020508
	Iteration 40F: 3 clusters Score -1.933196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -19331964.000000 Penalty: 5923.020508
	Iteration 41Q: 3 clusters Score -1.933196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -19331952.000000 Penalty: 5923.020508
	Iteration 42Q: 3 clusters Score -1.933195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -19331962.000000 Penalty: 5923.020508
	Iteration 43Q: 3 clusters Score -1.933196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 153018 members 
Entering Unmasked Estep 
Score: -19331950.000000 Penalty: 5923.020508
	Iteration 44Q: 3 clusters Score -1.933195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -19331952.000000 Penalty: 5923.020508
	Iteration 45Q: 3 clusters Score -1.933195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -19331956.000000 Penalty: 5923.020508
	Iteration 46Q: 3 clusters Score -1.933196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -19331962.000000 Penalty: 5923.020508
	Iteration 47Q: 3 clusters Score -1.933196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -19331964.000000 Penalty: 5923.020508
	Iteration 48Q: 3 clusters Score -1.933196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -19331964.000000 Penalty: 5923.020508
	Iteration 49Q: 3 clusters Score -1.933196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -19331970.000000 Penalty: 5923.020508
	Iteration 50Q: 3 clusters Score -1.933197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -19331964.000000 Penalty: 5923.020508
	Iteration 51Q: 3 clusters Score -1.933196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -19331966.000000 Penalty: 5923.020508
	Iteration 52Q: 3 clusters Score -1.933197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -19331966.000000 Penalty: 5923.020508
	Iteration 53F: 3 clusters Score -1.933197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -418875.343750 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -418875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -415450.437500 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -415450.4 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -416142.531250 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -416142.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -416305.281250 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -416305.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -416393.562500 Penalty: 4017.077393
	Iteration 3Q: 3 clusters Score -416393.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -416461.781250 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -416461.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -416518.687500 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -416518.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -416563.781250 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -416563.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -416602.937500 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -416602.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -416646.156250 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -416646.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -416692.062500 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -416692.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -416734.531250 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -416734.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -416776.281250 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -416776.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -416816.781250 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -416816.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -416865.406250 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -416865.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -416911.656250 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -416911.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -416957.343750 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -416957.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -416986.250000 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -416986.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -417010.906250 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -417010.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -417028.593750 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -417028.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -417042.312500 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -417042.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -417063.000000 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -417063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -417094.937500 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -417094.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -417127.406250 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -417127.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -417155.406250 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -417155.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -417180.656250 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -417180.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -417200.718750 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -417200.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -417227.250000 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -417227.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -417253.218750 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -417253.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -417284.062500 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -417284.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -417323.343750 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -417323.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -417359.156250 Penalty: 4017.077393
	Iteration 30Q: 3 clusters Score -417359.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -417398.718750 Penalty: 4017.077393
	Iteration 31Q: 3 clusters Score -417398.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -417429.875000 Penalty: 4017.077393
	Iteration 32Q: 3 clusters Score -417429.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -417461.687500 Penalty: 4017.077393
	Iteration 33Q: 3 clusters Score -417461.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -417481.937500 Penalty: 4017.077393
	Iteration 34Q: 3 clusters Score -417481.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -417501.281250 Penalty: 4017.077393
	Iteration 35Q: 3 clusters Score -417501.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -417508.031250 Penalty: 4017.077393
	Iteration 36Q: 3 clusters Score -417508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -417513.406250 Penalty: 4017.077393
	Iteration 37Q: 3 clusters Score -417513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -417520.468750 Penalty: 4017.077393
	Iteration 38Q: 3 clusters Score -417520.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -417525.781250 Penalty: 4017.077393
	Iteration 39Q: 3 clusters Score -417525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -417529.000000 Penalty: 4017.077393
	Iteration 40F: 3 clusters Score -417529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -417532.656250 Penalty: 4017.077393
	Iteration 41Q: 3 clusters Score -417532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -417535.906250 Penalty: 4017.077393
	Iteration 42Q: 3 clusters Score -417535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -417538.218750 Penalty: 4017.077393
	Iteration 43Q: 3 clusters Score -417538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -417541.968750 Penalty: 4017.077393
	Iteration 44Q: 3 clusters Score -417542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -417544.781250 Penalty: 4017.077393
	Iteration 45Q: 3 clusters Score -417544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -417546.000000 Penalty: 4017.077393
	Iteration 46Q: 3 clusters Score -417546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -417548.406250 Penalty: 4017.077393
	Iteration 47Q: 3 clusters Score -417548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -417550.656250 Penalty: 4017.077393
	Iteration 48Q: 3 clusters Score -417550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -417553.281250 Penalty: 4017.077393
	Iteration 49Q: 3 clusters Score -417553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -417557.406250 Penalty: 4017.077393
	Iteration 50Q: 3 clusters Score -417557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -417558.500000 Penalty: 4017.077393
	Iteration 51Q: 3 clusters Score -417558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -417559.812500 Penalty: 4017.077393
	Iteration 52Q: 3 clusters Score -417559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -417562.093750 Penalty: 4017.077393
	Iteration 53Q: 3 clusters Score -417562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -417563.500000 Penalty: 4017.077393
	Iteration 54Q: 3 clusters Score -417563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -417566.812500 Penalty: 4017.077393
	Iteration 55Q: 3 clusters Score -417566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -417567.875000 Penalty: 4017.077393
	Iteration 56Q: 3 clusters Score -417567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -417568.968750 Penalty: 4017.077393
	Iteration 57Q: 3 clusters Score -417569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -417569.343750 Penalty: 4017.077393
	Iteration 58Q: 3 clusters Score -417569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -417570.187500 Penalty: 4017.077393
	Iteration 59Q: 3 clusters Score -417570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -417571.062500 Penalty: 4017.077393
	Iteration 60F: 3 clusters Score -417571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -417572.093750 Penalty: 4017.077393
	Iteration 61Q: 3 clusters Score -417572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -417574.187500 Penalty: 4017.077393
	Iteration 62Q: 3 clusters Score -417574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -417576.531250 Penalty: 4017.077393
	Iteration 63Q: 3 clusters Score -417576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -417576.718750 Penalty: 4017.077393
	Iteration 64Q: 3 clusters Score -417576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -417576.718750 Penalty: 4017.077393
	Iteration 65F: 3 clusters Score -417576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -160466.750000 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -160466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158269.140625 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -158269.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -158624.156250 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -158624.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -158759.359375 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -158759.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158883.734375 Penalty: 3576.199463
	Iteration 3Q: 3 clusters Score -158883.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158978.062500 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -158978.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159084.375000 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -159084.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159216.078125 Penalty: 3576.199463
	Iteration 6F: 3 clusters Score -159216.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -159368.500000 Penalty: 3576.199463
	Iteration 7F: 3 clusters Score -159368.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159526.515625 Penalty: 3576.199463
	Iteration 8F: 3 clusters Score -159526.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -159700.453125 Penalty: 3576.199463
	Iteration 9F: 3 clusters Score -159700.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -159918.109375 Penalty: 3576.199463
	Iteration 10F: 3 clusters Score -159918.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -160046.828125 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -160046.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -160101.703125 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -160101.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -160123.640625 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -160123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -160133.859375 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -160133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -160136.812500 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -160136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -160139.437500 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -160139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -160139.437500 Penalty: 3576.199463
	Iteration 17F: 3 clusters Score -160139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Entering Unmasked Estep 
Score: -21100128.000000 Penalty: 2984.458984
	Iteration 0F: 2 clusters Score -2.110013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -20988820.000000 Penalty: 5968.917969
	Iteration 0F: 3 clusters Score -2.098882e+07 nChanged 80320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -21034884.000000 Penalty: 5968.917969
	Iteration 1F: 3 clusters Score -2.103488e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -21035438.000000 Penalty: 5968.917969
	Iteration 2Q: 3 clusters Score -2.103544e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -21036046.000000 Penalty: 5968.917969
	Iteration 3Q: 3 clusters Score -2.103605e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -21036718.000000 Penalty: 5968.917969
	Iteration 4Q: 3 clusters Score -2.103672e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -21037620.000000 Penalty: 5968.917969
	Iteration 5Q: 3 clusters Score -2.103762e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -21038974.000000 Penalty: 5968.917969
	Iteration 6Q: 3 clusters Score -2.103897e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -21041248.000000 Penalty: 5968.917969
	Iteration 7Q: 3 clusters Score -2.104125e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -21045170.000000 Penalty: 5968.917969
	Iteration 8Q: 3 clusters Score -2.104517e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -21051986.000000 Penalty: 5968.917969
	Iteration 9F: 3 clusters Score -2.105199e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -21061846.000000 Penalty: 5968.917969
	Iteration 10F: 3 clusters Score -2.106185e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 133813 members 
Entering Unmasked Estep 
Score: -21071920.000000 Penalty: 5968.917969
	Iteration 11F: 3 clusters Score -2.107192e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 141955 members 
Entering Unmasked Estep 
Score: -21080058.000000 Penalty: 5968.917969
	Iteration 12F: 3 clusters Score -2.108006e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -21085634.000000 Penalty: 5968.917969
	Iteration 13Q: 3 clusters Score -2.108563e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -21089006.000000 Penalty: 5968.917969
	Iteration 14Q: 3 clusters Score -2.108901e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -21091102.000000 Penalty: 5968.917969
	Iteration 15Q: 3 clusters Score -2.10911e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 158234 members 
Entering Unmasked Estep 
Score: -21092732.000000 Penalty: 5968.917969
	Iteration 16Q: 3 clusters Score -2.109273e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -21093862.000000 Penalty: 5968.917969
	Iteration 17Q: 3 clusters Score -2.109386e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 162181 members 
Entering Unmasked Estep 
Score: -21094800.000000 Penalty: 5968.917969
	Iteration 18Q: 3 clusters Score -2.10948e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 163620 members 
Entering Unmasked Estep 
Score: -21095510.000000 Penalty: 5968.917969
	Iteration 19Q: 3 clusters Score -2.109551e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -21096052.000000 Penalty: 5968.917969
	Iteration 20F: 3 clusters Score -2.109605e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -21096474.000000 Penalty: 5968.917969
	Iteration 21Q: 3 clusters Score -2.109647e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -21096770.000000 Penalty: 5968.917969
	Iteration 22Q: 3 clusters Score -2.109677e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 166460 members 
Entering Unmasked Estep 
Score: -21097072.000000 Penalty: 5968.917969
	Iteration 23Q: 3 clusters Score -2.109707e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -21097216.000000 Penalty: 5968.917969
	Iteration 24Q: 3 clusters Score -2.109722e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 167010 members 
Entering Unmasked Estep 
Score: -21097352.000000 Penalty: 5968.917969
	Iteration 25Q: 3 clusters Score -2.109735e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 167158 members 
Entering Unmasked Estep 
Score: -21097422.000000 Penalty: 5968.917969
	Iteration 26Q: 3 clusters Score -2.109742e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -21097460.000000 Penalty: 5968.917969
	Iteration 27Q: 3 clusters Score -2.109746e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -21097514.000000 Penalty: 5968.917969
	Iteration 28Q: 3 clusters Score -2.109751e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -21097536.000000 Penalty: 5968.917969
	Iteration 29Q: 3 clusters Score -2.109754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -21097602.000000 Penalty: 5968.917969
	Iteration 30Q: 3 clusters Score -2.10976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -21097592.000000 Penalty: 5968.917969
	Iteration 31Q: 3 clusters Score -2.109759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 167521 members 
Entering Unmasked Estep 
Score: -21097600.000000 Penalty: 5968.917969
	Iteration 32Q: 3 clusters Score -2.10976e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 167537 members 
Entering Unmasked Estep 
Score: -21097604.000000 Penalty: 5968.917969
	Iteration 33Q: 3 clusters Score -2.10976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -21097602.000000 Penalty: 5968.917969
	Iteration 34Q: 3 clusters Score -2.10976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -21097600.000000 Penalty: 5968.917969
	Iteration 35Q: 3 clusters Score -2.10976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 167560 members 
Entering Unmasked Estep 
Score: -21097586.000000 Penalty: 5968.917969
	Iteration 36Q: 3 clusters Score -2.109759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 167570 members 
Entering Unmasked Estep 
Score: -21097598.000000 Penalty: 5968.917969
	Iteration 37Q: 3 clusters Score -2.10976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 167574 members 
Entering Unmasked Estep 
Score: -21097606.000000 Penalty: 5968.917969
	Iteration 38Q: 3 clusters Score -2.109761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 167578 members 
Entering Unmasked Estep 
Score: -21097606.000000 Penalty: 5968.917969
	Iteration 39Q: 3 clusters Score -2.109761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -21097588.000000 Penalty: 5968.917969
	Iteration 40F: 3 clusters Score -2.109759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 167583 members 
Entering Unmasked Estep 
Score: -21097596.000000 Penalty: 5968.917969
	Iteration 41Q: 3 clusters Score -2.10976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -21097590.000000 Penalty: 5968.917969
	Iteration 42Q: 3 clusters Score -2.109759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -21097604.000000 Penalty: 5968.917969
	Iteration 43Q: 3 clusters Score -2.10976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 167587 members 
Entering Unmasked Estep 
Score: -21097602.000000 Penalty: 5968.917969
	Iteration 44Q: 3 clusters Score -2.10976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -21097612.000000 Penalty: 5968.917969
	Iteration 45Q: 3 clusters Score -2.109761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -21097600.000000 Penalty: 5968.917969
	Iteration 46Q: 3 clusters Score -2.10976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 167599 members 
Entering Unmasked Estep 
Score: -21097600.000000 Penalty: 5968.917969
	Iteration 47Q: 3 clusters Score -2.10976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -21097606.000000 Penalty: 5968.917969
	Iteration 48Q: 3 clusters Score -2.109761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -21097608.000000 Penalty: 5968.917969
	Iteration 49Q: 3 clusters Score -2.109761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 167607 members 
Entering Unmasked Estep 
Score: -21097614.000000 Penalty: 5968.917969
	Iteration 50Q: 3 clusters Score -2.109761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -21097626.000000 Penalty: 5968.917969
	Iteration 51Q: 3 clusters Score -2.109763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -21097626.000000 Penalty: 5968.917969
	Iteration 52F: 3 clusters Score -2.109763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1223816.250000 Penalty: 2273.833984
	Iteration 0F: 2 clusters Score -1223816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1216429.625000 Penalty: 4547.667969
	Iteration 0F: 3 clusters Score -1216430 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1218553.125000 Penalty: 4547.667969
	Iteration 1F: 3 clusters Score -1218553 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1218918.250000 Penalty: 4547.667969
	Iteration 2F: 3 clusters Score -1218918 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1219258.625000 Penalty: 4547.667969
	Iteration 3F: 3 clusters Score -1219259 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1219548.125000 Penalty: 4547.667969
	Iteration 4F: 3 clusters Score -1219548 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1219789.625000 Penalty: 4547.667969
	Iteration 5Q: 3 clusters Score -1219790 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1220010.250000 Penalty: 4547.667969
	Iteration 6Q: 3 clusters Score -1220010 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1220227.375000 Penalty: 4547.667969
	Iteration 7Q: 3 clusters Score -1220227 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1220445.625000 Penalty: 4547.667969
	Iteration 8Q: 3 clusters Score -1220446 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1220672.500000 Penalty: 4547.667969
	Iteration 9Q: 3 clusters Score -1220672 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1220902.500000 Penalty: 4547.667969
	Iteration 10Q: 3 clusters Score -1220902 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1221113.500000 Penalty: 4547.667969
	Iteration 11Q: 3 clusters Score -1221114 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1221321.875000 Penalty: 4547.667969
	Iteration 12Q: 3 clusters Score -1221322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1221545.375000 Penalty: 4547.667969
	Iteration 13Q: 3 clusters Score -1221545 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1221752.250000 Penalty: 4547.667969
	Iteration 14Q: 3 clusters Score -1221752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1221904.625000 Penalty: 4547.667969
	Iteration 15Q: 3 clusters Score -1221905 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1222038.250000 Penalty: 4547.667969
	Iteration 16Q: 3 clusters Score -1222038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1222138.250000 Penalty: 4547.667969
	Iteration 17Q: 3 clusters Score -1222138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1222219.250000 Penalty: 4547.667969
	Iteration 18Q: 3 clusters Score -1222219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1222268.500000 Penalty: 4547.667969
	Iteration 19Q: 3 clusters Score -1222268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1222304.125000 Penalty: 4547.667969
	Iteration 20F: 3 clusters Score -1222304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1222326.500000 Penalty: 4547.667969
	Iteration 21Q: 3 clusters Score -1222326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1222347.500000 Penalty: 4547.667969
	Iteration 22Q: 3 clusters Score -1222348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1222358.125000 Penalty: 4547.667969
	Iteration 23Q: 3 clusters Score -1222358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1222364.125000 Penalty: 4547.667969
	Iteration 24Q: 3 clusters Score -1222364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1222374.250000 Penalty: 4547.667969
	Iteration 25Q: 3 clusters Score -1222374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1222380.125000 Penalty: 4547.667969
	Iteration 26Q: 3 clusters Score -1222380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1222387.000000 Penalty: 4547.667969
	Iteration 27Q: 3 clusters Score -1222387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1222394.625000 Penalty: 4547.667969
	Iteration 28Q: 3 clusters Score -1222395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1222400.250000 Penalty: 4547.667969
	Iteration 29Q: 3 clusters Score -1222400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1222407.625000 Penalty: 4547.667969
	Iteration 30Q: 3 clusters Score -1222408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1222410.875000 Penalty: 4547.667969
	Iteration 31Q: 3 clusters Score -1222411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1222414.250000 Penalty: 4547.667969
	Iteration 32Q: 3 clusters Score -1222414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1222415.750000 Penalty: 4547.667969
	Iteration 33Q: 3 clusters Score -1222416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1222417.875000 Penalty: 4547.667969
	Iteration 34Q: 3 clusters Score -1222418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1222423.125000 Penalty: 4547.667969
	Iteration 35Q: 3 clusters Score -1222423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1222421.125000 Penalty: 4547.667969
	Iteration 36Q: 3 clusters Score -1222421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1222421.125000 Penalty: 4547.667969
	Iteration 37F: 3 clusters Score -1222421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Entering Unmasked Estep 
Score: -977141.750000 Penalty: 2234.827393
	Iteration 0F: 2 clusters Score -977141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -970672.750000 Penalty: 4469.654785
	Iteration 0F: 3 clusters Score -970672.8 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -972483.875000 Penalty: 4469.654785
	Iteration 1F: 3 clusters Score -972483.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -972926.812500 Penalty: 4469.654785
	Iteration 2F: 3 clusters Score -972926.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -973339.250000 Penalty: 4469.654785
	Iteration 3F: 3 clusters Score -973339.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -973746.250000 Penalty: 4469.654785
	Iteration 4F: 3 clusters Score -973746.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -974099.062500 Penalty: 4469.654785
	Iteration 5F: 3 clusters Score -974099.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -974361.062500 Penalty: 4469.654785
	Iteration 6F: 3 clusters Score -974361.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -974550.625000 Penalty: 4469.654785
	Iteration 7Q: 3 clusters Score -974550.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -974700.375000 Penalty: 4469.654785
	Iteration 8Q: 3 clusters Score -974700.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -974827.125000 Penalty: 4469.654785
	Iteration 9Q: 3 clusters Score -974827.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -974924.875000 Penalty: 4469.654785
	Iteration 10Q: 3 clusters Score -974924.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -975003.062500 Penalty: 4469.654785
	Iteration 11Q: 3 clusters Score -975003.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -975064.562500 Penalty: 4469.654785
	Iteration 12Q: 3 clusters Score -975064.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -975111.125000 Penalty: 4469.654785
	Iteration 13Q: 3 clusters Score -975111.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -975149.437500 Penalty: 4469.654785
	Iteration 14Q: 3 clusters Score -975149.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -975181.437500 Penalty: 4469.654785
	Iteration 15Q: 3 clusters Score -975181.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -975218.312500 Penalty: 4469.654785
	Iteration 16Q: 3 clusters Score -975218.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -975258.875000 Penalty: 4469.654785
	Iteration 17Q: 3 clusters Score -975258.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -975294.875000 Penalty: 4469.654785
	Iteration 18Q: 3 clusters Score -975294.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -975327.375000 Penalty: 4469.654785
	Iteration 19Q: 3 clusters Score -975327.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -975360.062500 Penalty: 4469.654785
	Iteration 20F: 3 clusters Score -975360.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -975396.812500 Penalty: 4469.654785
	Iteration 21Q: 3 clusters Score -975396.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -975430.125000 Penalty: 4469.654785
	Iteration 22Q: 3 clusters Score -975430.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -975459.875000 Penalty: 4469.654785
	Iteration 23Q: 3 clusters Score -975459.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -975488.812500 Penalty: 4469.654785
	Iteration 24Q: 3 clusters Score -975488.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -975516.187500 Penalty: 4469.654785
	Iteration 25Q: 3 clusters Score -975516.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -975542.687500 Penalty: 4469.654785
	Iteration 26Q: 3 clusters Score -975542.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -975559.062500 Penalty: 4469.654785
	Iteration 27Q: 3 clusters Score -975559.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -975575.000000 Penalty: 4469.654785
	Iteration 28Q: 3 clusters Score -975575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -975596.187500 Penalty: 4469.654785
	Iteration 29Q: 3 clusters Score -975596.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -975620.187500 Penalty: 4469.654785
	Iteration 30Q: 3 clusters Score -975620.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -975631.750000 Penalty: 4469.654785
	Iteration 31Q: 3 clusters Score -975631.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -975650.062500 Penalty: 4469.654785
	Iteration 32Q: 3 clusters Score -975650.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -975668.687500 Penalty: 4469.654785
	Iteration 33Q: 3 clusters Score -975668.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -975678.812500 Penalty: 4469.654785
	Iteration 34Q: 3 clusters Score -975678.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -975692.187500 Penalty: 4469.654785
	Iteration 35Q: 3 clusters Score -975692.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -975703.187500 Penalty: 4469.654785
	Iteration 36Q: 3 clusters Score -975703.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -975717.250000 Penalty: 4469.654785
	Iteration 37Q: 3 clusters Score -975717.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -975726.375000 Penalty: 4469.654785
	Iteration 38Q: 3 clusters Score -975726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -975730.062500 Penalty: 4469.654785
	Iteration 39Q: 3 clusters Score -975730.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -975741.000000 Penalty: 4469.654785
	Iteration 40F: 3 clusters Score -975741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -975750.875000 Penalty: 4469.654785
	Iteration 41Q: 3 clusters Score -975750.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -975760.750000 Penalty: 4469.654785
	Iteration 42Q: 3 clusters Score -975760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -975768.250000 Penalty: 4469.654785
	Iteration 43Q: 3 clusters Score -975768.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -975774.687500 Penalty: 4469.654785
	Iteration 44Q: 3 clusters Score -975774.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -975783.875000 Penalty: 4469.654785
	Iteration 45Q: 3 clusters Score -975783.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -975787.375000 Penalty: 4469.654785
	Iteration 46Q: 3 clusters Score -975787.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -975797.562500 Penalty: 4469.654785
	Iteration 47Q: 3 clusters Score -975797.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -975803.500000 Penalty: 4469.654785
	Iteration 48Q: 3 clusters Score -975803.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -975808.437500 Penalty: 4469.654785
	Iteration 49Q: 3 clusters Score -975808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -975815.812500 Penalty: 4469.654785
	Iteration 50Q: 3 clusters Score -975815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -975818.750000 Penalty: 4469.654785
	Iteration 51Q: 3 clusters Score -975818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -975827.250000 Penalty: 4469.654785
	Iteration 52Q: 3 clusters Score -975827.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -975833.125000 Penalty: 4469.654785
	Iteration 53Q: 3 clusters Score -975833.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -975837.125000 Penalty: 4469.654785
	Iteration 54Q: 3 clusters Score -975837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -975845.812500 Penalty: 4469.654785
	Iteration 55Q: 3 clusters Score -975845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -975849.812500 Penalty: 4469.654785
	Iteration 56Q: 3 clusters Score -975849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -975850.750000 Penalty: 4469.654785
	Iteration 57Q: 3 clusters Score -975850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -975858.125000 Penalty: 4469.654785
	Iteration 58Q: 3 clusters Score -975858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -975865.375000 Penalty: 4469.654785
	Iteration 59Q: 3 clusters Score -975865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -975869.125000 Penalty: 4469.654785
	Iteration 60F: 3 clusters Score -975869.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -975873.312500 Penalty: 4469.654785
	Iteration 61Q: 3 clusters Score -975873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -975878.750000 Penalty: 4469.654785
	Iteration 62Q: 3 clusters Score -975878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -975883.937500 Penalty: 4469.654785
	Iteration 63Q: 3 clusters Score -975883.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -975884.687500 Penalty: 4469.654785
	Iteration 64Q: 3 clusters Score -975884.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -975888.937500 Penalty: 4469.654785
	Iteration 65Q: 3 clusters Score -975888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -975889.500000 Penalty: 4469.654785
	Iteration 66Q: 3 clusters Score -975889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -975891.000000 Penalty: 4469.654785
	Iteration 67Q: 3 clusters Score -975891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -975893.500000 Penalty: 4469.654785
	Iteration 68Q: 3 clusters Score -975893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -975894.562500 Penalty: 4469.654785
	Iteration 69Q: 3 clusters Score -975894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -975902.750000 Penalty: 4469.654785
	Iteration 70Q: 3 clusters Score -975902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -975911.125000 Penalty: 4469.654785
	Iteration 71Q: 3 clusters Score -975911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -975917.437500 Penalty: 4469.654785
	Iteration 72Q: 3 clusters Score -975917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -975929.375000 Penalty: 4469.654785
	Iteration 73Q: 3 clusters Score -975929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -975942.187500 Penalty: 4469.654785
	Iteration 74Q: 3 clusters Score -975942.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -975961.562500 Penalty: 4469.654785
	Iteration 75Q: 3 clusters Score -975961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -975972.812500 Penalty: 4469.654785
	Iteration 76Q: 3 clusters Score -975972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -975981.312500 Penalty: 4469.654785
	Iteration 77Q: 3 clusters Score -975981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -975984.312500 Penalty: 4469.654785
	Iteration 78Q: 3 clusters Score -975984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -975988.312500 Penalty: 4469.654785
	Iteration 79Q: 3 clusters Score -975988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -975988.562500 Penalty: 4469.654785
	Iteration 80F: 3 clusters Score -975988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -975988.062500 Penalty: 4469.654785
	Iteration 81Q: 3 clusters Score -975988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -975991.500000 Penalty: 4469.654785
	Iteration 82Q: 3 clusters Score -975991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -975994.375000 Penalty: 4469.654785
	Iteration 83Q: 3 clusters Score -975994.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -975997.062500 Penalty: 4469.654785
	Iteration 84Q: 3 clusters Score -975997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -976001.187500 Penalty: 4469.654785
	Iteration 85Q: 3 clusters Score -976001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -976007.062500 Penalty: 4469.654785
	Iteration 86Q: 3 clusters Score -976007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -976012.687500 Penalty: 4469.654785
	Iteration 87Q: 3 clusters Score -976012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -976016.812500 Penalty: 4469.654785
	Iteration 88Q: 3 clusters Score -976016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -976019.437500 Penalty: 4469.654785
	Iteration 89Q: 3 clusters Score -976019.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -976019.937500 Penalty: 4469.654785
	Iteration 90Q: 3 clusters Score -976019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -976021.625000 Penalty: 4469.654785
	Iteration 91Q: 3 clusters Score -976021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -976023.437500 Penalty: 4469.654785
	Iteration 92Q: 3 clusters Score -976023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -976025.375000 Penalty: 4469.654785
	Iteration 93Q: 3 clusters Score -976025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -976026.375000 Penalty: 4469.654785
	Iteration 94Q: 3 clusters Score -976026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -976025.687500 Penalty: 4469.654785
	Iteration 95Q: 3 clusters Score -976025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -976025.687500 Penalty: 4469.654785
	Iteration 96F: 3 clusters Score -976025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -1498866.500000 Penalty: 2324.327637
	Iteration 0F: 2 clusters Score -1498866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1490094.625000 Penalty: 4648.655273
	Iteration 0F: 3 clusters Score -1490095 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1492748.750000 Penalty: 4648.655273
	Iteration 1F: 3 clusters Score -1492749 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1493111.375000 Penalty: 4648.655273
	Iteration 2F: 3 clusters Score -1493111 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1493442.250000 Penalty: 4648.655273
	Iteration 3F: 3 clusters Score -1493442 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1493750.375000 Penalty: 4648.655273
	Iteration 4F: 3 clusters Score -1493750 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1494091.375000 Penalty: 4648.655273
	Iteration 5Q: 3 clusters Score -1494091 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1494424.125000 Penalty: 4648.655273
	Iteration 6Q: 3 clusters Score -1494424 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1494845.000000 Penalty: 4648.655273
	Iteration 7F: 3 clusters Score -1494845 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1495340.000000 Penalty: 4648.655273
	Iteration 8F: 3 clusters Score -1495340 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1495902.875000 Penalty: 4648.655273
	Iteration 9F: 3 clusters Score -1495903 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1496504.750000 Penalty: 4648.655273
	Iteration 10Q: 3 clusters Score -1496505 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1497030.625000 Penalty: 4648.655273
	Iteration 11Q: 3 clusters Score -1497031 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1497382.500000 Penalty: 4648.655273
	Iteration 12Q: 3 clusters Score -1497382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1497533.500000 Penalty: 4648.655273
	Iteration 13Q: 3 clusters Score -1497534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1497612.625000 Penalty: 4648.655273
	Iteration 14Q: 3 clusters Score -1497613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1497650.375000 Penalty: 4648.655273
	Iteration 15Q: 3 clusters Score -1497650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1497665.125000 Penalty: 4648.655273
	Iteration 16Q: 3 clusters Score -1497665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1497670.625000 Penalty: 4648.655273
	Iteration 17Q: 3 clusters Score -1497671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1497674.250000 Penalty: 4648.655273
	Iteration 18Q: 3 clusters Score -1497674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1497675.500000 Penalty: 4648.655273
	Iteration 19Q: 3 clusters Score -1497676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1497686.250000 Penalty: 4648.655273
	Iteration 20F: 3 clusters Score -1497686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1497689.625000 Penalty: 4648.655273
	Iteration 21Q: 3 clusters Score -1497690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1497693.875000 Penalty: 4648.655273
	Iteration 22Q: 3 clusters Score -1497694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1497693.875000 Penalty: 4648.655273
	Iteration 23F: 3 clusters Score -1497694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -288630.750000 Penalty: 1921.404053
	Iteration 0F: 2 clusters Score -288630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285796.531250 Penalty: 3842.808105
	Iteration 0F: 3 clusters Score -285796.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286275.125000 Penalty: 3842.808105
	Iteration 1F: 3 clusters Score -286275.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -286423.093750 Penalty: 3842.808105
	Iteration 2F: 3 clusters Score -286423.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -286501.187500 Penalty: 3842.808105
	Iteration 3Q: 3 clusters Score -286501.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -286546.281250 Penalty: 3842.808105
	Iteration 4Q: 3 clusters Score -286546.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -286571.781250 Penalty: 3842.808105
	Iteration 5Q: 3 clusters Score -286571.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -286595.593750 Penalty: 3842.808105
	Iteration 6Q: 3 clusters Score -286595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -286613.593750 Penalty: 3842.808105
	Iteration 7Q: 3 clusters Score -286613.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -286625.531250 Penalty: 3842.808105
	Iteration 8Q: 3 clusters Score -286625.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286635.468750 Penalty: 3842.808105
	Iteration 9Q: 3 clusters Score -286635.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -286646.718750 Penalty: 3842.808105
	Iteration 10Q: 3 clusters Score -286646.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -286655.937500 Penalty: 3842.808105
	Iteration 11Q: 3 clusters Score -286655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -286666.656250 Penalty: 3842.808105
	Iteration 12Q: 3 clusters Score -286666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286673.843750 Penalty: 3842.808105
	Iteration 13Q: 3 clusters Score -286673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -286676.687500 Penalty: 3842.808105
	Iteration 14Q: 3 clusters Score -286676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286677.312500 Penalty: 3842.808105
	Iteration 15Q: 3 clusters Score -286677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -286678.437500 Penalty: 3842.808105
	Iteration 16Q: 3 clusters Score -286678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286679.000000 Penalty: 3842.808105
	Iteration 17Q: 3 clusters Score -286679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286679.000000 Penalty: 3842.808105
	Iteration 18F: 3 clusters Score -286679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -241690.281250 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -241690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -239077.875000 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -239077.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -239506.578125 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -239506.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -239674.046875 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -239674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -239745.625000 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -239745.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -239801.593750 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -239801.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -239844.875000 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -239844.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -239889.843750 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -239889.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -239940.125000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -239940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239989.953125 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -239990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -240036.203125 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -240036.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -240087.687500 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -240087.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -240146.125000 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -240146.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -240201.437500 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -240201.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -240264.437500 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -240264.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -240326.453125 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -240326.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -240373.593750 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -240373.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -240403.859375 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -240403.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -240440.296875 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -240440.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -240471.015625 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -240471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -240507.828125 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -240507.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -240543.328125 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -240543.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -240578.218750 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -240578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -240597.468750 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -240597.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -240617.156250 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -240617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -240627.671875 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -240627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -240644.703125 Penalty: 3779.383301
	Iteration 25Q: 3 clusters Score -240644.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -240669.125000 Penalty: 3779.383301
	Iteration 26Q: 3 clusters Score -240669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -240679.453125 Penalty: 3779.383301
	Iteration 27Q: 3 clusters Score -240679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -240687.140625 Penalty: 3779.383301
	Iteration 28Q: 3 clusters Score -240687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -240692.671875 Penalty: 3779.383301
	Iteration 29Q: 3 clusters Score -240692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -240700.781250 Penalty: 3779.383301
	Iteration 30Q: 3 clusters Score -240700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -240706.125000 Penalty: 3779.383301
	Iteration 31Q: 3 clusters Score -240706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -240716.296875 Penalty: 3779.383301
	Iteration 32Q: 3 clusters Score -240716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -240717.906250 Penalty: 3779.383301
	Iteration 33Q: 3 clusters Score -240717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -240717.906250 Penalty: 3779.383301
	Iteration 34F: 3 clusters Score -240717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Entering Unmasked Estep 
Score: -9420339.000000 Penalty: 2790.731445
	Iteration 0F: 2 clusters Score -9420339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -9368720.000000 Penalty: 5581.462891
	Iteration 0F: 3 clusters Score -9368720 nChanged 36189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -9389356.000000 Penalty: 5581.462891
	Iteration 1F: 3 clusters Score -9389356 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -9390053.000000 Penalty: 5581.462891
	Iteration 2Q: 3 clusters Score -9390053 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -9391101.000000 Penalty: 5581.462891
	Iteration 3Q: 3 clusters Score -9391101 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -9392929.000000 Penalty: 5581.462891
	Iteration 4Q: 3 clusters Score -9392929 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -9396197.000000 Penalty: 5581.462891
	Iteration 5F: 3 clusters Score -9396197 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -9401361.000000 Penalty: 5581.462891
	Iteration 6F: 3 clusters Score -9401361 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -9408188.000000 Penalty: 5581.462891
	Iteration 7F: 3 clusters Score -9408188 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -9413847.000000 Penalty: 5581.462891
	Iteration 8F: 3 clusters Score -9413847 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -9416570.000000 Penalty: 5581.462891
	Iteration 9Q: 3 clusters Score -9416570 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -9417448.000000 Penalty: 5581.462891
	Iteration 10Q: 3 clusters Score -9417448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -9417682.000000 Penalty: 5581.462891
	Iteration 11Q: 3 clusters Score -9417682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -9417820.000000 Penalty: 5581.462891
	Iteration 12Q: 3 clusters Score -9417820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -9417887.000000 Penalty: 5581.462891
	Iteration 13Q: 3 clusters Score -9417887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -9417914.000000 Penalty: 5581.462891
	Iteration 14Q: 3 clusters Score -9417914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -9417904.000000 Penalty: 5581.462891
	Iteration 15Q: 3 clusters Score -9417904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -9417919.000000 Penalty: 5581.462891
	Iteration 16Q: 3 clusters Score -9417919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -9417926.000000 Penalty: 5581.462891
	Iteration 17Q: 3 clusters Score -9417926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -9417920.000000 Penalty: 5581.462891
	Iteration 18Q: 3 clusters Score -9417920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -9417920.000000 Penalty: 5581.462891
	Iteration 19F: 3 clusters Score -9417920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -9417917.000000 Penalty: 5581.462891
	Iteration 20F: 3 clusters Score -9417917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -9417914.000000 Penalty: 5581.462891
	Iteration 21Q: 3 clusters Score -9417914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -9417926.000000 Penalty: 5581.462891
	Iteration 22Q: 3 clusters Score -9417926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -9417923.000000 Penalty: 5581.462891
	Iteration 23Q: 3 clusters Score -9417923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -9417925.000000 Penalty: 5581.462891
	Iteration 24Q: 3 clusters Score -9417925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -9417925.000000 Penalty: 5581.462891
	Iteration 25F: 3 clusters Score -9417925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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: -59797.640625 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59797.64 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60091.375000 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60091.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60268.378906 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -60268.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60522.492188 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -60522.49 nChanged 29
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: -60637.308594 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -60637.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60684.945312 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60684.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60704.816406 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60704.82 nChanged 3
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: -60714.582031 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60714.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60721.511719 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60721.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60721.511719 Penalty: 3128.816650
	Iteration 9F: 3 clusters Score -60721.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -57495.421875 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57495.42 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 257 members 
Entering Unmasked Estep 
Score: -55935.109375 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55935.11 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56242.976562 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56242.98 nChanged 54
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: -56521.886719 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56521.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56753.128906 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56753.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56974.804688 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -56974.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57308.093750 Penalty: 3128.816650
	Iteration 5F: 3 clusters Score -57308.09 nChanged 19
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: -57482.109375 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57482.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57574.144531 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57574.14 nChanged 7
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: -57628.460938 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -57628.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57680.042969 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57680.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57714.398438 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57742.640625 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57742.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57803.464844 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57803.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57803.464844 Penalty: 3128.816650
	Iteration 13F: 3 clusters Score -57803.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158415 members 
Mstep: Class 3 contains 43645 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 7960 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 153518 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168402 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77107 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 156 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158152 members 
Entering Unmasked Estep 
Score: -105758800.000000 Penalty: 88087.070312
Splitting cluster 24 changes total score from -105760248.000000 to -105758800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -101241.039062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -101241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99405.101562 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -99405.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99630.171875 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -99630.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99692.671875 Penalty: 3343.883545
	Iteration 2Q: 3 clusters Score -99692.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99730.210938 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -99730.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99755.937500 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -99755.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99774.601562 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -99774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99788.765625 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -99788.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99793.546875 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -99793.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99800.507812 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -99800.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99807.257812 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -99807.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99811.710938 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -99811.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99816.718750 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -99816.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99825.617188 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -99825.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99829.781250 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -99829.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99833.093750 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -99833.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99834.867188 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -99834.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -99836.484375 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -99836.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99840.656250 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -99840.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99845.429688 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -99845.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99860.453125 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -99860.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99868.562500 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -99868.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99870.492188 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -99870.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99870.843750 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -99870.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99870.843750 Penalty: 3343.883545
	Iteration 23F: 3 clusters Score -99870.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (158152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Entering Unmasked Estep 
Score: -19917904.000000 Penalty: 2968.885254
	Iteration 0F: 2 clusters Score -1.99179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -19814718.000000 Penalty: 5937.770508
	Iteration 0F: 3 clusters Score -1.981472e+07 nChanged 75621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -19859150.000000 Penalty: 5937.770508
	Iteration 1F: 3 clusters Score -1.985915e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -19860978.000000 Penalty: 5937.770508
	Iteration 2Q: 3 clusters Score -1.986098e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -19863956.000000 Penalty: 5937.770508
	Iteration 3Q: 3 clusters Score -1.986396e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -19868912.000000 Penalty: 5937.770508
	Iteration 4F: 3 clusters Score -1.986891e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -19876476.000000 Penalty: 5937.770508
	Iteration 5F: 3 clusters Score -1.987648e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -19886460.000000 Penalty: 5937.770508
	Iteration 6F: 3 clusters Score -1.988646e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130552 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -19896432.000000 Penalty: 5937.770508
	Iteration 7F: 3 clusters Score -1.989643e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -19903832.000000 Penalty: 5937.770508
	Iteration 8F: 3 clusters Score -1.990383e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -19908174.000000 Penalty: 5937.770508
	Iteration 9Q: 3 clusters Score -1.990817e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -19910742.000000 Penalty: 5937.770508
	Iteration 10Q: 3 clusters Score -1.991074e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -19912216.000000 Penalty: 5937.770508
	Iteration 11Q: 3 clusters Score -1.991222e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149836 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -19913322.000000 Penalty: 5937.770508
	Iteration 12Q: 3 clusters Score -1.991332e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151257 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -19914022.000000 Penalty: 5937.770508
	Iteration 13Q: 3 clusters Score -1.991402e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -19914594.000000 Penalty: 5937.770508
	Iteration 14Q: 3 clusters Score -1.991459e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -19914974.000000 Penalty: 5937.770508
	Iteration 15Q: 3 clusters Score -1.991497e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -19915212.000000 Penalty: 5937.770508
	Iteration 16Q: 3 clusters Score -1.991521e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154522 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -19915416.000000 Penalty: 5937.770508
	Iteration 17Q: 3 clusters Score -1.991542e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -19915506.000000 Penalty: 5937.770508
	Iteration 18Q: 3 clusters Score -1.991551e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -19915586.000000 Penalty: 5937.770508
	Iteration 19Q: 3 clusters Score -1.991559e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -19915600.000000 Penalty: 5937.770508
	Iteration 20F: 3 clusters Score -1.99156e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -19915674.000000 Penalty: 5937.770508
	Iteration 21Q: 3 clusters Score -1.991567e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19915694.000000 Penalty: 5937.770508
	Iteration 22Q: 3 clusters Score -1.991569e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19915700.000000 Penalty: 5937.770508
	Iteration 23Q: 3 clusters Score -1.99157e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156009 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19915752.000000 Penalty: 5937.770508
	Iteration 24Q: 3 clusters Score -1.991575e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19915740.000000 Penalty: 5937.770508
	Iteration 25Q: 3 clusters Score -1.991574e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 5937.770508
	Iteration 26Q: 3 clusters Score -1.991577e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19915752.000000 Penalty: 5937.770508
	Iteration 27Q: 3 clusters Score -1.991575e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19915742.000000 Penalty: 5937.770508
	Iteration 28Q: 3 clusters Score -1.991574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156327 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 5937.770508
	Iteration 29Q: 3 clusters Score -1.991577e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19915770.000000 Penalty: 5937.770508
	Iteration 30Q: 3 clusters Score -1.991577e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 5937.770508
	Iteration 31Q: 3 clusters Score -1.991576e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19915716.000000 Penalty: 5937.770508
	Iteration 32Q: 3 clusters Score -1.991572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19915690.000000 Penalty: 5937.770508
	Iteration 33Q: 3 clusters Score -1.991569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19915718.000000 Penalty: 5937.770508
	Iteration 34Q: 3 clusters Score -1.991572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19915718.000000 Penalty: 5937.770508
	Iteration 35Q: 3 clusters Score -1.991572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19915740.000000 Penalty: 5937.770508
	Iteration 36Q: 3 clusters Score -1.991574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19915738.000000 Penalty: 5937.770508
	Iteration 37Q: 3 clusters Score -1.991574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19915732.000000 Penalty: 5937.770508
	Iteration 38Q: 3 clusters Score -1.991573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 39Q: 3 clusters Score -1.991576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156604 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 40F: 3 clusters Score -1.991576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 5937.770508
	Iteration 41Q: 3 clusters Score -1.991577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 42Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156624 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 43Q: 3 clusters Score -1.991576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19915764.000000 Penalty: 5937.770508
	Iteration 44Q: 3 clusters Score -1.991576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156634 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19915758.000000 Penalty: 5937.770508
	Iteration 45Q: 3 clusters Score -1.991576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156642 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19915770.000000 Penalty: 5937.770508
	Iteration 46Q: 3 clusters Score -1.991577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19915770.000000 Penalty: 5937.770508
	Iteration 47Q: 3 clusters Score -1.991577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156652 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 5937.770508
	Iteration 48Q: 3 clusters Score -1.991576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156656 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19915736.000000 Penalty: 5937.770508
	Iteration 49Q: 3 clusters Score -1.991574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156663 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -19915744.000000 Penalty: 5937.770508
	Iteration 50Q: 3 clusters Score -1.991574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -19915742.000000 Penalty: 5937.770508
	Iteration 51Q: 3 clusters Score -1.991574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156680 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 5937.770508
	Iteration 52Q: 3 clusters Score -1.991575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -19915752.000000 Penalty: 5937.770508
	Iteration 53Q: 3 clusters Score -1.991575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -19915764.000000 Penalty: 5937.770508
	Iteration 54Q: 3 clusters Score -1.991576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 55Q: 3 clusters Score -1.991576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19915762.000000 Penalty: 5937.770508
	Iteration 56Q: 3 clusters Score -1.991576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 5937.770508
	Iteration 57Q: 3 clusters Score -1.991575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156706 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 5937.770508
	Iteration 58Q: 3 clusters Score -1.991576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19915768.000000 Penalty: 5937.770508
	Iteration 59Q: 3 clusters Score -1.991577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156713 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 5937.770508
	Iteration 60F: 3 clusters Score -1.991576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 5937.770508
	Iteration 61Q: 3 clusters Score -1.991577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 62Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156725 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19915744.000000 Penalty: 5937.770508
	Iteration 63Q: 3 clusters Score -1.991574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 5937.770508
	Iteration 64Q: 3 clusters Score -1.991576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 65Q: 3 clusters Score -1.991576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 66Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156731 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 67Q: 3 clusters Score -1.991576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 5937.770508
	Iteration 68Q: 3 clusters Score -1.991576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 5937.770508
	Iteration 69Q: 3 clusters Score -1.991577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 5937.770508
	Iteration 70F: 3 clusters Score -1.991577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158415 members 
Mstep: Class 3 contains 43645 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 7960 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 153518 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168402 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77107 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760368.000000 Penalty: 84699.109375
Iteration 319Q: 26 clusters Score -1.057604e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158374 members 
Mstep: Class 3 contains 43631 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 7962 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 153511 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168436 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760424.000000 Penalty: 84699.109375
Iteration 320F: 26 clusters Score -1.057604e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158357 members 
Mstep: Class 3 contains 43606 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 8 contains 7968 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 16798 members 
Mstep: Class 12 contains 153488 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168472 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77108 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 158233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760208.000000 Penalty: 84699.109375
Iteration 321Q: 26 clusters Score -1.057602e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158359 members 
Mstep: Class 3 contains 43582 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14942 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 153471 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168505 members 
Mstep: Class 17 contains 9584 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77101 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 158263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760232.000000 Penalty: 84699.109375
Iteration 322Q: 26 clusters Score -1.057602e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158350 members 
Mstep: Class 3 contains 43556 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14926 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 16800 members 
Mstep: Class 12 contains 153455 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168530 members 
Mstep: Class 17 contains 9582 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77101 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 158303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760264.000000 Penalty: 84699.109375
Iteration 323Q: 26 clusters Score -1.057603e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158324 members 
Mstep: Class 3 contains 43548 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 7968 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 11099 members 
Mstep: Class 11 contains 16808 members 
Mstep: Class 12 contains 153417 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168582 members 
Mstep: Class 17 contains 9580 members 
Mstep: Class 18 contains 8197 members 
Mstep: Class 19 contains 11768 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77101 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760160.000000 Penalty: 84699.109375
Iteration 324Q: 26 clusters Score -1.057602e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158310 members 
Mstep: Class 3 contains 43509 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 16811 members 
Mstep: Class 12 contains 153390 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168642 members 
Mstep: Class 17 contains 9579 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77098 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760232.000000 Penalty: 84699.109375
Iteration 325Q: 26 clusters Score -1.057602e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158291 members 
Mstep: Class 3 contains 43500 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 16814 members 
Mstep: Class 12 contains 153371 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168682 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77102 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760128.000000 Penalty: 84699.109375
Iteration 326Q: 26 clusters Score -1.057601e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158297 members 
Mstep: Class 3 contains 43488 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14865 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 11099 members 
Mstep: Class 11 contains 16816 members 
Mstep: Class 12 contains 153353 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168718 members 
Mstep: Class 17 contains 9569 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 11755 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77105 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760296.000000 Penalty: 84699.109375
Iteration 327Q: 26 clusters Score -1.057603e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158272 members 
Mstep: Class 3 contains 43478 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14856 members 
Mstep: Class 8 contains 7979 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 16821 members 
Mstep: Class 12 contains 153351 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168753 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77106 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760232.000000 Penalty: 84699.109375
Iteration 328Q: 26 clusters Score -1.057602e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158279 members 
Mstep: Class 3 contains 43459 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14845 members 
Mstep: Class 8 contains 7986 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 16831 members 
Mstep: Class 12 contains 153348 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168777 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77106 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760264.000000 Penalty: 84699.109375
Iteration 329Q: 26 clusters Score -1.057603e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158275 members 
Mstep: Class 3 contains 43451 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 16842 members 
Mstep: Class 12 contains 153347 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168802 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77112 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 158370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760280.000000 Penalty: 84699.109375
Iteration 330Q: 26 clusters Score -1.057603e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158277 members 
Mstep: Class 3 contains 43460 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14823 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 16851 members 
Mstep: Class 12 contains 153330 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168824 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11775 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 158351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760328.000000 Penalty: 84699.109375
Iteration 331Q: 26 clusters Score -1.057603e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158283 members 
Mstep: Class 3 contains 43448 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 7991 members 
Mstep: Class 9 contains 4459 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 16856 members 
Mstep: Class 12 contains 153306 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168848 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11784 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77105 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 158351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760272.000000 Penalty: 84699.109375
Iteration 332Q: 26 clusters Score -1.057603e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158266 members 
Mstep: Class 3 contains 43455 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14819 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 11107 members 
Mstep: Class 11 contains 16863 members 
Mstep: Class 12 contains 153292 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168858 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11794 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77101 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 158357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760312.000000 Penalty: 84699.109375
Iteration 333Q: 26 clusters Score -1.057603e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158258 members 
Mstep: Class 3 contains 43458 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14815 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 16868 members 
Mstep: Class 12 contains 153281 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168875 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11800 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77107 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 158350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760488.000000 Penalty: 84699.109375
Iteration 334Q: 26 clusters Score -1.057605e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158251 members 
Mstep: Class 3 contains 43470 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14808 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 153268 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168880 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77115 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760280.000000 Penalty: 84699.109375
Iteration 335Q: 26 clusters Score -1.057603e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158260 members 
Mstep: Class 3 contains 43486 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 8 contains 7984 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 153261 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168888 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77125 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760320.000000 Penalty: 84699.109375
Iteration 336Q: 26 clusters Score -1.057603e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158284 members 
Mstep: Class 3 contains 43480 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14781 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 16884 members 
Mstep: Class 12 contains 153261 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168894 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11808 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77134 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 158341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760344.000000 Penalty: 84699.109375
Iteration 337Q: 26 clusters Score -1.057603e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158296 members 
Mstep: Class 3 contains 43465 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 16887 members 
Mstep: Class 12 contains 153277 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168916 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11805 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77137 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 158330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760376.000000 Penalty: 84699.109375
Iteration 338Q: 26 clusters Score -1.057604e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158317 members 
Mstep: Class 3 contains 43446 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14753 members 
Mstep: Class 8 contains 7963 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 153286 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168939 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11805 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77137 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 158312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760424.000000 Penalty: 84699.109375
Iteration 339Q: 26 clusters Score -1.057604e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158310 members 
Mstep: Class 3 contains 43437 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 153288 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168979 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77139 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 158298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760440.000000 Penalty: 84699.109375
Iteration 340F: 26 clusters Score -1.057604e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158309 members 
Mstep: Class 3 contains 43437 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14713 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 16909 members 
Mstep: Class 12 contains 153283 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169008 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77137 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760328.000000 Penalty: 84699.109375
Iteration 341Q: 26 clusters Score -1.057603e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158324 members 
Mstep: Class 3 contains 43421 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 7977 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 16921 members 
Mstep: Class 12 contains 153264 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169040 members 
Mstep: Class 17 contains 9567 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11798 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77134 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760200.000000 Penalty: 84699.109375
Iteration 342Q: 26 clusters Score -1.057602e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158349 members 
Mstep: Class 3 contains 43426 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14711 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 153248 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169069 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77135 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760248.000000 Penalty: 84699.109375
Iteration 343Q: 26 clusters Score -1.057602e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158373 members 
Mstep: Class 3 contains 43434 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14715 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 11081 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 153204 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169121 members 
Mstep: Class 17 contains 9564 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11800 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77137 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760208.000000 Penalty: 84699.109375
Iteration 344Q: 26 clusters Score -1.057602e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158400 members 
Mstep: Class 3 contains 43435 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 7976 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 16943 members 
Mstep: Class 12 contains 153161 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169181 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11802 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77133 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760408.000000 Penalty: 84699.109375
Iteration 345Q: 26 clusters Score -1.057604e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158443 members 
Mstep: Class 3 contains 43432 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 4401 members 
Mstep: Class 10 contains 11087 members 
Mstep: Class 11 contains 16956 members 
Mstep: Class 12 contains 153127 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169223 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11804 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77129 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760256.000000 Penalty: 84699.109375
Iteration 346Q: 26 clusters Score -1.057603e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158477 members 
Mstep: Class 3 contains 43428 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14687 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 4394 members 
Mstep: Class 10 contains 11088 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 12 contains 153082 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169276 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11803 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77130 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760040.000000 Penalty: 84699.109375
Iteration 347Q: 26 clusters Score -1.0576e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158520 members 
Mstep: Class 3 contains 43415 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14687 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 16988 members 
Mstep: Class 12 contains 153033 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169305 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77136 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759936.000000 Penalty: 84699.109375
Iteration 348Q: 26 clusters Score -1.057599e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158564 members 
Mstep: Class 3 contains 43408 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14681 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 16997 members 
Mstep: Class 12 contains 152975 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169338 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11817 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77142 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760096.000000 Penalty: 84699.109375
Iteration 349Q: 26 clusters Score -1.057601e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158602 members 
Mstep: Class 3 contains 43384 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 11099 members 
Mstep: Class 11 contains 17008 members 
Mstep: Class 12 contains 152924 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169405 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11821 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77139 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 158007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759848.000000 Penalty: 84699.109375
Iteration 350Q: 26 clusters Score -1.057598e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158603 members 
Mstep: Class 3 contains 43378 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14654 members 
Mstep: Class 8 contains 7983 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 17021 members 
Mstep: Class 12 contains 152902 members 
Mstep: Class 13 contains 3268 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 169473 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77138 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105759992.000000 Penalty: 84699.109375
Iteration 351Q: 26 clusters Score -1.0576e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158608 members 
Mstep: Class 3 contains 43368 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14648 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 17040 members 
Mstep: Class 12 contains 152868 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169534 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11820 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77136 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760112.000000 Penalty: 84699.109375
Iteration 352Q: 26 clusters Score -1.057601e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158620 members 
Mstep: Class 3 contains 43381 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14642 members 
Mstep: Class 8 contains 7979 members 
Mstep: Class 9 contains 4320 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 17052 members 
Mstep: Class 12 contains 152846 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169584 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11822 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77119 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760208.000000 Penalty: 84699.109375
Iteration 353Q: 26 clusters Score -1.057602e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158668 members 
Mstep: Class 3 contains 43379 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14638 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 4308 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 17061 members 
Mstep: Class 12 contains 152814 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169619 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11824 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77112 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760264.000000 Penalty: 84699.109375
Iteration 354Q: 26 clusters Score -1.057603e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158728 members 
Mstep: Class 3 contains 43361 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14630 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 17064 members 
Mstep: Class 12 contains 152795 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169651 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77108 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760288.000000 Penalty: 84699.109375
Iteration 355Q: 26 clusters Score -1.057603e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158799 members 
Mstep: Class 3 contains 43332 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14635 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 152771 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169677 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11834 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77109 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760224.000000 Penalty: 84699.109375
Iteration 356Q: 26 clusters Score -1.057602e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158845 members 
Mstep: Class 3 contains 43331 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14636 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 152750 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169698 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77110 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760392.000000 Penalty: 84699.109375
Iteration 357Q: 26 clusters Score -1.057604e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158894 members 
Mstep: Class 3 contains 43328 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14637 members 
Mstep: Class 8 contains 7968 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 11099 members 
Mstep: Class 11 contains 17091 members 
Mstep: Class 12 contains 152708 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169741 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11840 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 77109 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760272.000000 Penalty: 84699.109375
Iteration 358Q: 26 clusters Score -1.057603e+08 nChanged 575
Entering ConstructFrom: 
Score: -105760272.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 343 members 
Entering Unmasked Estep 
Score: -68016.695312 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68016.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68287.265625 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68287.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68350.335938 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68350.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68405.625000 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -68405.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68511.179688 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -68511.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68565.156250 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -68565.16 nChanged 14
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: -68599.843750 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -68599.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68628.328125 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -68628.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68650.296875 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -68650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68663.953125 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -68663.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68687.882812 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -68687.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68717.414062 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -68717.41 nChanged 16
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: -68750.015625 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -68750.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68789.257812 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -68789.26 nChanged 13
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: -68836.445312 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -68836.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68887.937500 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -68887.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68935.234375 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -68935.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68990.148438 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -68990.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69048.609375 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -69048.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69131.906250 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -69131.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69311.742188 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -69311.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69696.914062 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -69696.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69794.539062 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -69794.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -69852.585938 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -69852.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69908.695312 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -69908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -69937.164062 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -69937.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69945.625000 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -69945.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69957.640625 Penalty: 3218.645508
	Iteration 27Q: 3 clusters Score -69957.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69969.304688 Penalty: 3218.645508
	Iteration 28Q: 3 clusters Score -69969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69997.710938 Penalty: 3218.645508
	Iteration 29Q: 3 clusters Score -69997.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70020.375000 Penalty: 3218.645508
	Iteration 30Q: 3 clusters Score -70020.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70028.078125 Penalty: 3218.645508
	Iteration 31Q: 3 clusters Score -70028.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70032.617188 Penalty: 3218.645508
	Iteration 32Q: 3 clusters Score -70032.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70032.617188 Penalty: 3218.645508
	Iteration 33F: 3 clusters Score -70032.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 158963 members 
Mstep: Class 3 contains 43303 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 4236 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 152679 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169768 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157707 members 
Entering Unmasked Estep 
Score: -105759040.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105760272.000000 to -105759040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (158963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Entering Unmasked Estep 
Score: -20100750.000000 Penalty: 2970.153809
	Iteration 0F: 2 clusters Score -2.010075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -19996174.000000 Penalty: 5940.307617
	Iteration 0F: 3 clusters Score -1.999617e+07 nChanged 76045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -20039972.000000 Penalty: 5940.307617
	Iteration 1F: 3 clusters Score -2.003997e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -20040994.000000 Penalty: 5940.307617
	Iteration 2Q: 3 clusters Score -2.004099e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -20042650.000000 Penalty: 5940.307617
	Iteration 3Q: 3 clusters Score -2.004265e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -20045570.000000 Penalty: 5940.307617
	Iteration 4Q: 3 clusters Score -2.004557e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -20051210.000000 Penalty: 5940.307617
	Iteration 5F: 3 clusters Score -2.005121e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121222 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -20061458.000000 Penalty: 5940.307617
	Iteration 6F: 3 clusters Score -2.006146e+07 nChanged 15700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -20076730.000000 Penalty: 5940.307617
	Iteration 7F: 3 clusters Score -2.007673e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -20090322.000000 Penalty: 5940.307617
	Iteration 8F: 3 clusters Score -2.009032e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -20096216.000000 Penalty: 5940.307617
	Iteration 9Q: 3 clusters Score -2.009622e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20097568.000000 Penalty: 5940.307617
	Iteration 10Q: 3 clusters Score -2.009757e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158741 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20097874.000000 Penalty: 5940.307617
	Iteration 11Q: 3 clusters Score -2.009787e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20097984.000000 Penalty: 5940.307617
	Iteration 12Q: 3 clusters Score -2.009798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158803 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20098004.000000 Penalty: 5940.307617
	Iteration 13Q: 3 clusters Score -2.0098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20098012.000000 Penalty: 5940.307617
	Iteration 14Q: 3 clusters Score -2.009801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20098014.000000 Penalty: 5940.307617
	Iteration 15Q: 3 clusters Score -2.009801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20098022.000000 Penalty: 5940.307617
	Iteration 16Q: 3 clusters Score -2.009802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20098022.000000 Penalty: 5940.307617
	Iteration 17F: 3 clusters Score -2.009802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Entering Unmasked Estep 
Score: -5538953.000000 Penalty: 2647.642334
	Iteration 0F: 2 clusters Score -5538953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5509677.500000 Penalty: 5295.284668
	Iteration 0F: 3 clusters Score -5509678 nChanged 19880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5520704.000000 Penalty: 5295.284668
	Iteration 1F: 3 clusters Score -5520704 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5521351.000000 Penalty: 5295.284668
	Iteration 2Q: 3 clusters Score -5521351 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5522087.000000 Penalty: 5295.284668
	Iteration 3Q: 3 clusters Score -5522087 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -5523174.000000 Penalty: 5295.284668
	Iteration 4F: 3 clusters Score -5523174 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -5524725.500000 Penalty: 5295.284668
	Iteration 5F: 3 clusters Score -5524726 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5527134.500000 Penalty: 5295.284668
	Iteration 6F: 3 clusters Score -5527134 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5530248.500000 Penalty: 5295.284668
	Iteration 7F: 3 clusters Score -5530248 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5533144.000000 Penalty: 5295.284668
	Iteration 8F: 3 clusters Score -5533144 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5535090.000000 Penalty: 5295.284668
	Iteration 9Q: 3 clusters Score -5535090 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5535998.500000 Penalty: 5295.284668
	Iteration 10Q: 3 clusters Score -5535998 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5536328.000000 Penalty: 5295.284668
	Iteration 11Q: 3 clusters Score -5536328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5536457.500000 Penalty: 5295.284668
	Iteration 12Q: 3 clusters Score -5536458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5536515.000000 Penalty: 5295.284668
	Iteration 13Q: 3 clusters Score -5536515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5536558.500000 Penalty: 5295.284668
	Iteration 14Q: 3 clusters Score -5536558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5536587.500000 Penalty: 5295.284668
	Iteration 15Q: 3 clusters Score -5536588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5536604.500000 Penalty: 5295.284668
	Iteration 16Q: 3 clusters Score -5536604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5536607.000000 Penalty: 5295.284668
	Iteration 17Q: 3 clusters Score -5536607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5536609.500000 Penalty: 5295.284668
	Iteration 18Q: 3 clusters Score -5536610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5536618.500000 Penalty: 5295.284668
	Iteration 19Q: 3 clusters Score -5536618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5536624.000000 Penalty: 5295.284668
	Iteration 20F: 3 clusters Score -5536624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5536628.000000 Penalty: 5295.284668
	Iteration 21Q: 3 clusters Score -5536628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5536628.000000 Penalty: 5295.284668
	Iteration 22F: 3 clusters Score -5536628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -31148.281250 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -31148.28 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 171 members 
Entering Unmasked Estep 
Score: -29967.144531 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -29967.14 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30407.619141 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -30407.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30950.849609 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -30950.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31094.072266 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -31094.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31332.607422 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -31332.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31476.236328 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -31476.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -31627.464844 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -31627.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31769.212891 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -31769.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31774.589844 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -31774.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31774.589844 Penalty: 2876.350098
	Iteration 9F: 3 clusters Score -31774.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158963 members 
Mstep: Class 3 contains 43303 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 4236 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 152679 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 87 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169768 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157707 members 
Entering Unmasked Estep 
Score: -105759128.000000 Penalty: 88087.070312
Splitting cluster 4 changes total score from -105760272.000000 to -105759128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17043.578125 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17043.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17116.041016 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17116.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17164.562500 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17164.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17187.273438 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17187.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17196.486328 Penalty: 2589.296631
	Iteration 4Q: 3 clusters Score -17196.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17202.759766 Penalty: 2589.296631
	Iteration 5Q: 3 clusters Score -17202.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17218.177734 Penalty: 2589.296631
	Iteration 6Q: 3 clusters Score -17218.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17218.177734 Penalty: 2589.296631
	Iteration 7F: 3 clusters Score -17218.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 353 members 
Entering Unmasked Estep 
Score: -78034.210938 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78034.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78281.804688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78281.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78416.765625 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78416.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78509.101562 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -78509.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78587.953125 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78587.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78689.671875 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78689.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78800.210938 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78800.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78923.507812 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78923.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79082.976562 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -79082.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79305.570312 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -79305.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79570.148438 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79570.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79741.421875 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -79741.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79850.414062 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -79850.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79929.125000 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -79929.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79988.648438 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -79988.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80054.234375 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -80054.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80100.843750 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -80100.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80117.976562 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -80117.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80119.890625 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -80119.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80120.273438 Penalty: 3261.237549
	Iteration 19F: 3 clusters Score -80120.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80125.210938 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -80125.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80127.492188 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -80127.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80129.437500 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -80129.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80129.437500 Penalty: 3261.237549
	Iteration 23F: 3 clusters Score -80129.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158963 members 
Mstep: Class 3 contains 43303 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 273 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 4236 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 152679 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169768 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157707 members 
Entering Unmasked Estep 
Score: -105759016.000000 Penalty: 88087.070312
Splitting cluster 6 changes total score from -105760272.000000 to -105759016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Entering Unmasked Estep 
Score: -1851719.750000 Penalty: 2378.542480
	Iteration 0F: 2 clusters Score -1851720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1841057.500000 Penalty: 4757.084961
	Iteration 0F: 3 clusters Score -1841058 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1844202.875000 Penalty: 4757.084961
	Iteration 1F: 3 clusters Score -1844203 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1844492.125000 Penalty: 4757.084961
	Iteration 2F: 3 clusters Score -1844492 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1844710.250000 Penalty: 4757.084961
	Iteration 3Q: 3 clusters Score -1844710 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1844864.000000 Penalty: 4757.084961
	Iteration 4Q: 3 clusters Score -1844864 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1845013.750000 Penalty: 4757.084961
	Iteration 5Q: 3 clusters Score -1845014 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1845144.125000 Penalty: 4757.084961
	Iteration 6Q: 3 clusters Score -1845144 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1845252.000000 Penalty: 4757.084961
	Iteration 7Q: 3 clusters Score -1845252 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1845346.875000 Penalty: 4757.084961
	Iteration 8Q: 3 clusters Score -1845347 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1845432.750000 Penalty: 4757.084961
	Iteration 9Q: 3 clusters Score -1845433 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1845526.500000 Penalty: 4757.084961
	Iteration 10Q: 3 clusters Score -1845526 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1845658.000000 Penalty: 4757.084961
	Iteration 11Q: 3 clusters Score -1845658 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1845827.875000 Penalty: 4757.084961
	Iteration 12Q: 3 clusters Score -1845828 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1846044.875000 Penalty: 4757.084961
	Iteration 13Q: 3 clusters Score -1846045 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1846343.250000 Penalty: 4757.084961
	Iteration 14Q: 3 clusters Score -1846343 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1846741.250000 Penalty: 4757.084961
	Iteration 15Q: 3 clusters Score -1846741 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1847242.625000 Penalty: 4757.084961
	Iteration 16Q: 3 clusters Score -1847243 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1847733.375000 Penalty: 4757.084961
	Iteration 17Q: 3 clusters Score -1847733 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1848252.750000 Penalty: 4757.084961
	Iteration 18Q: 3 clusters Score -1848253 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1848693.625000 Penalty: 4757.084961
	Iteration 19Q: 3 clusters Score -1848694 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1849064.000000 Penalty: 4757.084961
	Iteration 20F: 3 clusters Score -1849064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1849291.000000 Penalty: 4757.084961
	Iteration 21Q: 3 clusters Score -1849291 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1849456.500000 Penalty: 4757.084961
	Iteration 22Q: 3 clusters Score -1849456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1849531.125000 Penalty: 4757.084961
	Iteration 23Q: 3 clusters Score -1849531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1849566.250000 Penalty: 4757.084961
	Iteration 24Q: 3 clusters Score -1849566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1849596.750000 Penalty: 4757.084961
	Iteration 25Q: 3 clusters Score -1849597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1849609.750000 Penalty: 4757.084961
	Iteration 26Q: 3 clusters Score -1849610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1849626.750000 Penalty: 4757.084961
	Iteration 27Q: 3 clusters Score -1849627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1849634.125000 Penalty: 4757.084961
	Iteration 28Q: 3 clusters Score -1849634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1849643.250000 Penalty: 4757.084961
	Iteration 29Q: 3 clusters Score -1849643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1849646.500000 Penalty: 4757.084961
	Iteration 30Q: 3 clusters Score -1849646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1849646.500000 Penalty: 4757.084961
	Iteration 31Q: 3 clusters Score -1849646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1849651.750000 Penalty: 4757.084961
	Iteration 32Q: 3 clusters Score -1849652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1849654.750000 Penalty: 4757.084961
	Iteration 33Q: 3 clusters Score -1849655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1849656.625000 Penalty: 4757.084961
	Iteration 34Q: 3 clusters Score -1849657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1849659.500000 Penalty: 4757.084961
	Iteration 35Q: 3 clusters Score -1849660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1849661.625000 Penalty: 4757.084961
	Iteration 36Q: 3 clusters Score -1849662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1849663.375000 Penalty: 4757.084961
	Iteration 37Q: 3 clusters Score -1849663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1849663.375000 Penalty: 4757.084961
	Iteration 38F: 3 clusters Score -1849663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -997701.562500 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -997701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -991294.750000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -991294.8 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -993023.437500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -993023.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -993293.000000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -993293 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -993447.687500 Penalty: 4455.599609
	Iteration 3Q: 3 clusters Score -993447.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -993564.062500 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -993564.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -993660.437500 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -993660.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -993741.437500 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -993741.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -993807.875000 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -993807.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -993864.187500 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -993864.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -993919.062500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -993919.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -993983.875000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -993983.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -994063.562500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -994063.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -994154.687500 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -994154.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -994271.437500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -994271.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -994423.687500 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -994423.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -994584.312500 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -994584.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -994770.625000 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -994770.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -994953.125000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -994953.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -995092.375000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -995092.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -995221.062500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -995221.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -995338.125000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -995338.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -995430.312500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -995430.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -995490.125000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -995490.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -995546.687500 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -995546.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -995587.000000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -995587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -995621.062500 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -995621.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -995646.562500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -995646.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -995671.437500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -995671.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -995707.875000 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -995707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -995736.187500 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -995736.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -995755.312500 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -995755.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -995767.625000 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -995767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -995775.437500 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -995775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -995778.937500 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -995778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -995784.062500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -995784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -995787.375000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -995787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -995788.000000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -995788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -995789.125000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -995789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -995791.187500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -995791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -995791.187500 Penalty: 4455.599609
	Iteration 39F: 3 clusters Score -995791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -533034.750000 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -533034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -529031.625000 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -529031.6 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -529900.312500 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -529900.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -530091.625000 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -530091.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -530231.937500 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -530231.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -530328.750000 Penalty: 4142.281738
	Iteration 4Q: 3 clusters Score -530328.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -530405.062500 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -530405.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -530479.250000 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -530479.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -530530.937500 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -530530.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -530572.562500 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -530572.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -530608.437500 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -530608.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -530644.875000 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -530644.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -530684.500000 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -530684.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -530722.187500 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -530722.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -530760.750000 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -530760.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -530782.750000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -530782.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -530805.375000 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -530805.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -530832.000000 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -530832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -530859.000000 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -530859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -530890.125000 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -530890.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -530919.937500 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -530919.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -530960.312500 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -530960.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -531001.937500 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -531001.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -531043.437500 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -531043.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -531081.187500 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -531081.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -531115.437500 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -531115.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -531144.312500 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -531144.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -531172.312500 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -531172.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -531198.875000 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -531198.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -531218.937500 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -531218.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -531238.875000 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -531238.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -531262.437500 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -531262.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -531289.875000 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -531289.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -531322.812500 Penalty: 4142.281738
	Iteration 32Q: 3 clusters Score -531322.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -531355.125000 Penalty: 4142.281738
	Iteration 33Q: 3 clusters Score -531355.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -531377.187500 Penalty: 4142.281738
	Iteration 34Q: 3 clusters Score -531377.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -531397.687500 Penalty: 4142.281738
	Iteration 35Q: 3 clusters Score -531397.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -531415.250000 Penalty: 4142.281738
	Iteration 36Q: 3 clusters Score -531415.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -531439.125000 Penalty: 4142.281738
	Iteration 37Q: 3 clusters Score -531439.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -531456.000000 Penalty: 4142.281738
	Iteration 38Q: 3 clusters Score -531456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -531470.250000 Penalty: 4142.281738
	Iteration 39Q: 3 clusters Score -531470.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -531481.750000 Penalty: 4142.281738
	Iteration 40F: 3 clusters Score -531481.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -531491.937500 Penalty: 4142.281738
	Iteration 41Q: 3 clusters Score -531491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -531499.062500 Penalty: 4142.281738
	Iteration 42Q: 3 clusters Score -531499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -531502.687500 Penalty: 4142.281738
	Iteration 43Q: 3 clusters Score -531502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -531508.062500 Penalty: 4142.281738
	Iteration 44Q: 3 clusters Score -531508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -531511.000000 Penalty: 4142.281738
	Iteration 45Q: 3 clusters Score -531511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -531515.062500 Penalty: 4142.281738
	Iteration 46Q: 3 clusters Score -531515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -531521.812500 Penalty: 4142.281738
	Iteration 47Q: 3 clusters Score -531521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -531524.187500 Penalty: 4142.281738
	Iteration 48Q: 3 clusters Score -531524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -531525.125000 Penalty: 4142.281738
	Iteration 49Q: 3 clusters Score -531525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -531526.375000 Penalty: 4142.281738
	Iteration 50Q: 3 clusters Score -531526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -531527.500000 Penalty: 4142.281738
	Iteration 51Q: 3 clusters Score -531527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -531527.500000 Penalty: 4142.281738
	Iteration 52F: 3 clusters Score -531527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Entering Unmasked Estep 
Score: -1420973.125000 Penalty: 2310.045654
	Iteration 0F: 2 clusters Score -1420973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1412584.375000 Penalty: 4620.091309
	Iteration 0F: 3 clusters Score -1412584 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1415105.250000 Penalty: 4620.091309
	Iteration 1F: 3 clusters Score -1415105 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1415412.000000 Penalty: 4620.091309
	Iteration 2F: 3 clusters Score -1415412 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1415638.375000 Penalty: 4620.091309
	Iteration 3Q: 3 clusters Score -1415638 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1415817.125000 Penalty: 4620.091309
	Iteration 4Q: 3 clusters Score -1415817 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1415957.375000 Penalty: 4620.091309
	Iteration 5Q: 3 clusters Score -1415957 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1416090.625000 Penalty: 4620.091309
	Iteration 6Q: 3 clusters Score -1416091 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1416225.375000 Penalty: 4620.091309
	Iteration 7Q: 3 clusters Score -1416225 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1416352.875000 Penalty: 4620.091309
	Iteration 8Q: 3 clusters Score -1416353 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1416492.875000 Penalty: 4620.091309
	Iteration 9Q: 3 clusters Score -1416493 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1416639.125000 Penalty: 4620.091309
	Iteration 10Q: 3 clusters Score -1416639 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1416796.625000 Penalty: 4620.091309
	Iteration 11Q: 3 clusters Score -1416797 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1416953.375000 Penalty: 4620.091309
	Iteration 12Q: 3 clusters Score -1416953 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1417098.375000 Penalty: 4620.091309
	Iteration 13Q: 3 clusters Score -1417098 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1417247.125000 Penalty: 4620.091309
	Iteration 14Q: 3 clusters Score -1417247 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1417401.875000 Penalty: 4620.091309
	Iteration 15Q: 3 clusters Score -1417402 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1417559.000000 Penalty: 4620.091309
	Iteration 16Q: 3 clusters Score -1417559 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1417702.125000 Penalty: 4620.091309
	Iteration 17Q: 3 clusters Score -1417702 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1417832.625000 Penalty: 4620.091309
	Iteration 18Q: 3 clusters Score -1417833 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1417934.500000 Penalty: 4620.091309
	Iteration 19Q: 3 clusters Score -1417934 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1418010.500000 Penalty: 4620.091309
	Iteration 20F: 3 clusters Score -1418010 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1418071.625000 Penalty: 4620.091309
	Iteration 21Q: 3 clusters Score -1418072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1418115.750000 Penalty: 4620.091309
	Iteration 22Q: 3 clusters Score -1418116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1418147.875000 Penalty: 4620.091309
	Iteration 23Q: 3 clusters Score -1418148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1418173.500000 Penalty: 4620.091309
	Iteration 24Q: 3 clusters Score -1418174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1418186.375000 Penalty: 4620.091309
	Iteration 25Q: 3 clusters Score -1418186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1418197.500000 Penalty: 4620.091309
	Iteration 26Q: 3 clusters Score -1418198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1418202.250000 Penalty: 4620.091309
	Iteration 27Q: 3 clusters Score -1418202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1418206.500000 Penalty: 4620.091309
	Iteration 28Q: 3 clusters Score -1418206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1418212.000000 Penalty: 4620.091309
	Iteration 29Q: 3 clusters Score -1418212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1418225.000000 Penalty: 4620.091309
	Iteration 30Q: 3 clusters Score -1418225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1418230.875000 Penalty: 4620.091309
	Iteration 31Q: 3 clusters Score -1418231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1418233.000000 Penalty: 4620.091309
	Iteration 32Q: 3 clusters Score -1418233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1418237.250000 Penalty: 4620.091309
	Iteration 33Q: 3 clusters Score -1418237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1418243.125000 Penalty: 4620.091309
	Iteration 34Q: 3 clusters Score -1418243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1418243.375000 Penalty: 4620.091309
	Iteration 35Q: 3 clusters Score -1418243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1418251.625000 Penalty: 4620.091309
	Iteration 36Q: 3 clusters Score -1418252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1418250.875000 Penalty: 4620.091309
	Iteration 37Q: 3 clusters Score -1418251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1418248.750000 Penalty: 4620.091309
	Iteration 38Q: 3 clusters Score -1418249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1418251.125000 Penalty: 4620.091309
	Iteration 39Q: 3 clusters Score -1418251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1418254.375000 Penalty: 4620.091309
	Iteration 40F: 3 clusters Score -1418254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1418253.625000 Penalty: 4620.091309
	Iteration 41Q: 3 clusters Score -1418254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1418256.500000 Penalty: 4620.091309
	Iteration 42Q: 3 clusters Score -1418256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1418254.750000 Penalty: 4620.091309
	Iteration 43Q: 3 clusters Score -1418255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1418255.625000 Penalty: 4620.091309
	Iteration 44Q: 3 clusters Score -1418256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1418257.750000 Penalty: 4620.091309
	Iteration 45Q: 3 clusters Score -1418258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1418263.375000 Penalty: 4620.091309
	Iteration 46Q: 3 clusters Score -1418263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1418260.500000 Penalty: 4620.091309
	Iteration 47Q: 3 clusters Score -1418260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1418263.250000 Penalty: 4620.091309
	Iteration 48Q: 3 clusters Score -1418263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1418263.625000 Penalty: 4620.091309
	Iteration 49Q: 3 clusters Score -1418264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1418263.875000 Penalty: 4620.091309
	Iteration 50Q: 3 clusters Score -1418264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1418262.625000 Penalty: 4620.091309
	Iteration 51Q: 3 clusters Score -1418263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1418261.000000 Penalty: 4620.091309
	Iteration 52Q: 3 clusters Score -1418261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1418262.250000 Penalty: 4620.091309
	Iteration 53Q: 3 clusters Score -1418262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1418262.625000 Penalty: 4620.091309
	Iteration 54Q: 3 clusters Score -1418263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1418263.375000 Penalty: 4620.091309
	Iteration 55Q: 3 clusters Score -1418263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1418263.375000 Penalty: 4620.091309
	Iteration 56Q: 3 clusters Score -1418263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1418264.375000 Penalty: 4620.091309
	Iteration 57Q: 3 clusters Score -1418264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1418264.375000 Penalty: 4620.091309
	Iteration 58F: 3 clusters Score -1418264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Entering Unmasked Estep 
Score: -2156292.000000 Penalty: 2417.258301
	Iteration 0F: 2 clusters Score -2156292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2144033.250000 Penalty: 4834.516602
	Iteration 0F: 3 clusters Score -2144033 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2147989.250000 Penalty: 4834.516602
	Iteration 1F: 3 clusters Score -2147989 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2148354.500000 Penalty: 4834.516602
	Iteration 2F: 3 clusters Score -2148354 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2148597.250000 Penalty: 4834.516602
	Iteration 3Q: 3 clusters Score -2148597 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2148821.000000 Penalty: 4834.516602
	Iteration 4Q: 3 clusters Score -2148821 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2149112.000000 Penalty: 4834.516602
	Iteration 5Q: 3 clusters Score -2149112 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2149546.250000 Penalty: 4834.516602
	Iteration 6Q: 3 clusters Score -2149546 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2150121.750000 Penalty: 4834.516602
	Iteration 7Q: 3 clusters Score -2150122 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2150784.750000 Penalty: 4834.516602
	Iteration 8F: 3 clusters Score -2150785 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2151435.000000 Penalty: 4834.516602
	Iteration 9F: 3 clusters Score -2151435 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2152125.250000 Penalty: 4834.516602
	Iteration 10F: 3 clusters Score -2152125 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2152870.250000 Penalty: 4834.516602
	Iteration 11F: 3 clusters Score -2152870 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2153620.250000 Penalty: 4834.516602
	Iteration 12F: 3 clusters Score -2153620 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2154157.750000 Penalty: 4834.516602
	Iteration 13Q: 3 clusters Score -2154158 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2154506.750000 Penalty: 4834.516602
	Iteration 14Q: 3 clusters Score -2154507 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2154707.500000 Penalty: 4834.516602
	Iteration 15Q: 3 clusters Score -2154708 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2154796.500000 Penalty: 4834.516602
	Iteration 16Q: 3 clusters Score -2154796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2154873.000000 Penalty: 4834.516602
	Iteration 17Q: 3 clusters Score -2154873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2154917.250000 Penalty: 4834.516602
	Iteration 18Q: 3 clusters Score -2154917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2154951.000000 Penalty: 4834.516602
	Iteration 19Q: 3 clusters Score -2154951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2154966.750000 Penalty: 4834.516602
	Iteration 20F: 3 clusters Score -2154967 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2154987.000000 Penalty: 4834.516602
	Iteration 21Q: 3 clusters Score -2154987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2155002.250000 Penalty: 4834.516602
	Iteration 22Q: 3 clusters Score -2155002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2155013.500000 Penalty: 4834.516602
	Iteration 23Q: 3 clusters Score -2155014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2155021.750000 Penalty: 4834.516602
	Iteration 24Q: 3 clusters Score -2155022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2155033.750000 Penalty: 4834.516602
	Iteration 25Q: 3 clusters Score -2155034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2155032.750000 Penalty: 4834.516602
	Iteration 26Q: 3 clusters Score -2155033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2155041.500000 Penalty: 4834.516602
	Iteration 27Q: 3 clusters Score -2155042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2155045.000000 Penalty: 4834.516602
	Iteration 28Q: 3 clusters Score -2155045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2155047.750000 Penalty: 4834.516602
	Iteration 29Q: 3 clusters Score -2155048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2155053.500000 Penalty: 4834.516602
	Iteration 30Q: 3 clusters Score -2155054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2155056.500000 Penalty: 4834.516602
	Iteration 31Q: 3 clusters Score -2155056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2155055.000000 Penalty: 4834.516602
	Iteration 32Q: 3 clusters Score -2155055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2155053.750000 Penalty: 4834.516602
	Iteration 33Q: 3 clusters Score -2155054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2155058.500000 Penalty: 4834.516602
	Iteration 34Q: 3 clusters Score -2155058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2155069.750000 Penalty: 4834.516602
	Iteration 35Q: 3 clusters Score -2155070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2155069.000000 Penalty: 4834.516602
	Iteration 36Q: 3 clusters Score -2155069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2155076.000000 Penalty: 4834.516602
	Iteration 37Q: 3 clusters Score -2155076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2155073.000000 Penalty: 4834.516602
	Iteration 38Q: 3 clusters Score -2155073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2155074.750000 Penalty: 4834.516602
	Iteration 39Q: 3 clusters Score -2155075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2155073.500000 Penalty: 4834.516602
	Iteration 40F: 3 clusters Score -2155074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2155074.500000 Penalty: 4834.516602
	Iteration 41Q: 3 clusters Score -2155074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2155074.750000 Penalty: 4834.516602
	Iteration 42Q: 3 clusters Score -2155075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2155079.500000 Penalty: 4834.516602
	Iteration 43Q: 3 clusters Score -2155080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2155081.000000 Penalty: 4834.516602
	Iteration 44Q: 3 clusters Score -2155081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2155084.250000 Penalty: 4834.516602
	Iteration 45Q: 3 clusters Score -2155084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2155087.000000 Penalty: 4834.516602
	Iteration 46Q: 3 clusters Score -2155087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2155085.250000 Penalty: 4834.516602
	Iteration 47Q: 3 clusters Score -2155085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2155088.000000 Penalty: 4834.516602
	Iteration 48Q: 3 clusters Score -2155088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2155088.500000 Penalty: 4834.516602
	Iteration 49Q: 3 clusters Score -2155088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2155088.000000 Penalty: 4834.516602
	Iteration 50Q: 3 clusters Score -2155088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2155088.000000 Penalty: 4834.516602
	Iteration 51F: 3 clusters Score -2155088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (152679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Entering Unmasked Estep 
Score: -19231610.000000 Penalty: 2960.151123
	Iteration 0F: 2 clusters Score -1.923161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -19130582.000000 Penalty: 5920.302246
	Iteration 0F: 3 clusters Score -1.913058e+07 nChanged 72971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -19173092.000000 Penalty: 5920.302246
	Iteration 1F: 3 clusters Score -1.917309e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -19174184.000000 Penalty: 5920.302246
	Iteration 2Q: 3 clusters Score -1.917418e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -19175178.000000 Penalty: 5920.302246
	Iteration 3Q: 3 clusters Score -1.917518e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -19176374.000000 Penalty: 5920.302246
	Iteration 4Q: 3 clusters Score -1.917637e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -19177788.000000 Penalty: 5920.302246
	Iteration 5Q: 3 clusters Score -1.917779e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -19179492.000000 Penalty: 5920.302246
	Iteration 6Q: 3 clusters Score -1.917949e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -19181636.000000 Penalty: 5920.302246
	Iteration 7Q: 3 clusters Score -1.918164e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -19184502.000000 Penalty: 5920.302246
	Iteration 8Q: 3 clusters Score -1.91845e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -19188354.000000 Penalty: 5920.302246
	Iteration 9Q: 3 clusters Score -1.918835e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -19193496.000000 Penalty: 5920.302246
	Iteration 10F: 3 clusters Score -1.91935e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -19198790.000000 Penalty: 5920.302246
	Iteration 11F: 3 clusters Score -1.919879e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -19203014.000000 Penalty: 5920.302246
	Iteration 12F: 3 clusters Score -1.920301e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -19205342.000000 Penalty: 5920.302246
	Iteration 13Q: 3 clusters Score -1.920534e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -19206002.000000 Penalty: 5920.302246
	Iteration 14Q: 3 clusters Score -1.9206e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
Score: -19206502.000000 Penalty: 5920.302246
	Iteration 15Q: 3 clusters Score -1.92065e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -19207040.000000 Penalty: 5920.302246
	Iteration 16Q: 3 clusters Score -1.920704e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -19207424.000000 Penalty: 5920.302246
	Iteration 17Q: 3 clusters Score -1.920742e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -19207962.000000 Penalty: 5920.302246
	Iteration 18Q: 3 clusters Score -1.920796e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -19208510.000000 Penalty: 5920.302246
	Iteration 19Q: 3 clusters Score -1.920851e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -19209300.000000 Penalty: 5920.302246
	Iteration 20F: 3 clusters Score -1.92093e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -19210122.000000 Penalty: 5920.302246
	Iteration 21Q: 3 clusters Score -1.921012e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -19210928.000000 Penalty: 5920.302246
	Iteration 22Q: 3 clusters Score -1.921093e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 118998 members 
Entering Unmasked Estep 
Score: -19212072.000000 Penalty: 5920.302246
	Iteration 23Q: 3 clusters Score -1.921207e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 121852 members 
Entering Unmasked Estep 
Score: -19213334.000000 Penalty: 5920.302246
	Iteration 24Q: 3 clusters Score -1.921333e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 124748 members 
Entering Unmasked Estep 
Score: -19214754.000000 Penalty: 5920.302246
	Iteration 25Q: 3 clusters Score -1.921475e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 127582 members 
Entering Unmasked Estep 
Score: -19216126.000000 Penalty: 5920.302246
	Iteration 26Q: 3 clusters Score -1.921613e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 130374 members 
Entering Unmasked Estep 
Score: -19217652.000000 Penalty: 5920.302246
	Iteration 27Q: 3 clusters Score -1.921765e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 133041 members 
Entering Unmasked Estep 
Score: -19219154.000000 Penalty: 5920.302246
	Iteration 28Q: 3 clusters Score -1.921915e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 135489 members 
Entering Unmasked Estep 
Score: -19220854.000000 Penalty: 5920.302246
	Iteration 29Q: 3 clusters Score -1.922085e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 137689 members 
Entering Unmasked Estep 
Score: -19222204.000000 Penalty: 5920.302246
	Iteration 30Q: 3 clusters Score -1.92222e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -19223744.000000 Penalty: 5920.302246
	Iteration 31Q: 3 clusters Score -1.922374e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 141151 members 
Entering Unmasked Estep 
Score: -19224846.000000 Penalty: 5920.302246
	Iteration 32Q: 3 clusters Score -1.922485e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 142438 members 
Entering Unmasked Estep 
Score: -19225840.000000 Penalty: 5920.302246
	Iteration 33Q: 3 clusters Score -1.922584e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 143550 members 
Entering Unmasked Estep 
Score: -19226506.000000 Penalty: 5920.302246
	Iteration 34Q: 3 clusters Score -1.922651e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -19226914.000000 Penalty: 5920.302246
	Iteration 35Q: 3 clusters Score -1.922691e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 145205 members 
Entering Unmasked Estep 
Score: -19227306.000000 Penalty: 5920.302246
	Iteration 36Q: 3 clusters Score -1.922731e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -19227588.000000 Penalty: 5920.302246
	Iteration 37Q: 3 clusters Score -1.922759e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -19227842.000000 Penalty: 5920.302246
	Iteration 38Q: 3 clusters Score -1.922784e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -19228010.000000 Penalty: 5920.302246
	Iteration 39Q: 3 clusters Score -1.922801e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -19228174.000000 Penalty: 5920.302246
	Iteration 40F: 3 clusters Score -1.922817e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -19228320.000000 Penalty: 5920.302246
	Iteration 41Q: 3 clusters Score -1.922832e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 148151 members 
Entering Unmasked Estep 
Score: -19228422.000000 Penalty: 5920.302246
	Iteration 42Q: 3 clusters Score -1.922842e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 148460 members 
Entering Unmasked Estep 
Score: -19228506.000000 Penalty: 5920.302246
	Iteration 43Q: 3 clusters Score -1.922851e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -19228606.000000 Penalty: 5920.302246
	Iteration 44Q: 3 clusters Score -1.922861e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -19228658.000000 Penalty: 5920.302246
	Iteration 45Q: 3 clusters Score -1.922866e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 149352 members 
Entering Unmasked Estep 
Score: -19228708.000000 Penalty: 5920.302246
	Iteration 46Q: 3 clusters Score -1.922871e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 149578 members 
Entering Unmasked Estep 
Score: -19228790.000000 Penalty: 5920.302246
	Iteration 47Q: 3 clusters Score -1.922879e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 149775 members 
Entering Unmasked Estep 
Score: -19228832.000000 Penalty: 5920.302246
	Iteration 48Q: 3 clusters Score -1.922883e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 149966 members 
Entering Unmasked Estep 
Score: -19228894.000000 Penalty: 5920.302246
	Iteration 49Q: 3 clusters Score -1.922889e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -19228946.000000 Penalty: 5920.302246
	Iteration 50Q: 3 clusters Score -1.922895e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -19229026.000000 Penalty: 5920.302246
	Iteration 51Q: 3 clusters Score -1.922903e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -19229032.000000 Penalty: 5920.302246
	Iteration 52Q: 3 clusters Score -1.922903e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -19229042.000000 Penalty: 5920.302246
	Iteration 53Q: 3 clusters Score -1.922904e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 150588 members 
Entering Unmasked Estep 
Score: -19229100.000000 Penalty: 5920.302246
	Iteration 54Q: 3 clusters Score -1.92291e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -19229146.000000 Penalty: 5920.302246
	Iteration 55Q: 3 clusters Score -1.922915e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 150772 members 
Entering Unmasked Estep 
Score: -19229156.000000 Penalty: 5920.302246
	Iteration 56Q: 3 clusters Score -1.922916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -19229170.000000 Penalty: 5920.302246
	Iteration 57Q: 3 clusters Score -1.922917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -19229164.000000 Penalty: 5920.302246
	Iteration 58Q: 3 clusters Score -1.922916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -19229198.000000 Penalty: 5920.302246
	Iteration 59Q: 3 clusters Score -1.92292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 150971 members 
Entering Unmasked Estep 
Score: -19229170.000000 Penalty: 5920.302246
	Iteration 60F: 3 clusters Score -1.922917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -19229186.000000 Penalty: 5920.302246
	Iteration 61Q: 3 clusters Score -1.922919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 151057 members 
Entering Unmasked Estep 
Score: -19229192.000000 Penalty: 5920.302246
	Iteration 62Q: 3 clusters Score -1.922919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -19229182.000000 Penalty: 5920.302246
	Iteration 63Q: 3 clusters Score -1.922918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -19229204.000000 Penalty: 5920.302246
	Iteration 64Q: 3 clusters Score -1.92292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 151147 members 
Entering Unmasked Estep 
Score: -19229190.000000 Penalty: 5920.302246
	Iteration 65Q: 3 clusters Score -1.922919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -19229212.000000 Penalty: 5920.302246
	Iteration 66Q: 3 clusters Score -1.922921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -19229218.000000 Penalty: 5920.302246
	Iteration 67Q: 3 clusters Score -1.922922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -19229226.000000 Penalty: 5920.302246
	Iteration 68Q: 3 clusters Score -1.922923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 151253 members 
Entering Unmasked Estep 
Score: -19229268.000000 Penalty: 5920.302246
	Iteration 69Q: 3 clusters Score -1.922927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -19229274.000000 Penalty: 5920.302246
	Iteration 70Q: 3 clusters Score -1.922927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -19229264.000000 Penalty: 5920.302246
	Iteration 71Q: 3 clusters Score -1.922926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 151323 members 
Entering Unmasked Estep 
Score: -19229254.000000 Penalty: 5920.302246
	Iteration 72Q: 3 clusters Score -1.922925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -19229250.000000 Penalty: 5920.302246
	Iteration 73Q: 3 clusters Score -1.922925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -19229242.000000 Penalty: 5920.302246
	Iteration 74Q: 3 clusters Score -1.922924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 151361 members 
Entering Unmasked Estep 
Score: -19229268.000000 Penalty: 5920.302246
	Iteration 75Q: 3 clusters Score -1.922927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 151370 members 
Entering Unmasked Estep 
Score: -19229286.000000 Penalty: 5920.302246
	Iteration 76Q: 3 clusters Score -1.922929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -19229276.000000 Penalty: 5920.302246
	Iteration 77Q: 3 clusters Score -1.922928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -19229276.000000 Penalty: 5920.302246
	Iteration 78Q: 3 clusters Score -1.922928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 151399 members 
Entering Unmasked Estep 
Score: -19229282.000000 Penalty: 5920.302246
	Iteration 79Q: 3 clusters Score -1.922928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -19229286.000000 Penalty: 5920.302246
	Iteration 80F: 3 clusters Score -1.922929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -19229274.000000 Penalty: 5920.302246
	Iteration 81Q: 3 clusters Score -1.922927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 151427 members 
Entering Unmasked Estep 
Score: -19229278.000000 Penalty: 5920.302246
	Iteration 82Q: 3 clusters Score -1.922928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 151440 members 
Entering Unmasked Estep 
Score: -19229302.000000 Penalty: 5920.302246
	Iteration 83Q: 3 clusters Score -1.92293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -19229298.000000 Penalty: 5920.302246
	Iteration 84Q: 3 clusters Score -1.92293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -19229306.000000 Penalty: 5920.302246
	Iteration 85Q: 3 clusters Score -1.922931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -19229312.000000 Penalty: 5920.302246
	Iteration 86Q: 3 clusters Score -1.922931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 151488 members 
Entering Unmasked Estep 
Score: -19229312.000000 Penalty: 5920.302246
	Iteration 87Q: 3 clusters Score -1.922931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -19229316.000000 Penalty: 5920.302246
	Iteration 88Q: 3 clusters Score -1.922932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -19229320.000000 Penalty: 5920.302246
	Iteration 89Q: 3 clusters Score -1.922932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -19229314.000000 Penalty: 5920.302246
	Iteration 90Q: 3 clusters Score -1.922931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -19229314.000000 Penalty: 5920.302246
	Iteration 91Q: 3 clusters Score -1.922931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -19229316.000000 Penalty: 5920.302246
	Iteration 92Q: 3 clusters Score -1.922932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -19229318.000000 Penalty: 5920.302246
	Iteration 93Q: 3 clusters Score -1.922932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 151508 members 
Entering Unmasked Estep 
Score: -19229326.000000 Penalty: 5920.302246
	Iteration 94Q: 3 clusters Score -1.922933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 151511 members 
Entering Unmasked Estep 
Score: -19229322.000000 Penalty: 5920.302246
	Iteration 95Q: 3 clusters Score -1.922932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -19229328.000000 Penalty: 5920.302246
	Iteration 96Q: 3 clusters Score -1.922933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -19229326.000000 Penalty: 5920.302246
	Iteration 97Q: 3 clusters Score -1.922933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -19229326.000000 Penalty: 5920.302246
	Iteration 98F: 3 clusters Score -1.922933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -415038.718750 Penalty: 2006.267822
	Iteration 0F: 2 clusters Score -415038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -411564.125000 Penalty: 4012.535645
	Iteration 0F: 3 clusters Score -411564.1 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -412193.437500 Penalty: 4012.535645
	Iteration 1F: 3 clusters Score -412193.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -412344.156250 Penalty: 4012.535645
	Iteration 2F: 3 clusters Score -412344.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -412445.437500 Penalty: 4012.535645
	Iteration 3Q: 3 clusters Score -412445.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -412533.156250 Penalty: 4012.535645
	Iteration 4Q: 3 clusters Score -412533.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -412594.250000 Penalty: 4012.535645
	Iteration 5Q: 3 clusters Score -412594.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -412639.062500 Penalty: 4012.535645
	Iteration 6Q: 3 clusters Score -412639.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -412672.343750 Penalty: 4012.535645
	Iteration 7Q: 3 clusters Score -412672.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -412696.687500 Penalty: 4012.535645
	Iteration 8Q: 3 clusters Score -412696.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -412716.031250 Penalty: 4012.535645
	Iteration 9Q: 3 clusters Score -412716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412729.156250 Penalty: 4012.535645
	Iteration 10Q: 3 clusters Score -412729.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -412741.968750 Penalty: 4012.535645
	Iteration 11Q: 3 clusters Score -412742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -412755.718750 Penalty: 4012.535645
	Iteration 12Q: 3 clusters Score -412755.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -412772.656250 Penalty: 4012.535645
	Iteration 13Q: 3 clusters Score -412772.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -412793.875000 Penalty: 4012.535645
	Iteration 14Q: 3 clusters Score -412793.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -412810.062500 Penalty: 4012.535645
	Iteration 15Q: 3 clusters Score -412810.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -412828.875000 Penalty: 4012.535645
	Iteration 16Q: 3 clusters Score -412828.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -412859.781250 Penalty: 4012.535645
	Iteration 17Q: 3 clusters Score -412859.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -412882.687500 Penalty: 4012.535645
	Iteration 18Q: 3 clusters Score -412882.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -412900.250000 Penalty: 4012.535645
	Iteration 19Q: 3 clusters Score -412900.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -412926.750000 Penalty: 4012.535645
	Iteration 20F: 3 clusters Score -412926.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -412956.375000 Penalty: 4012.535645
	Iteration 21Q: 3 clusters Score -412956.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -412985.781250 Penalty: 4012.535645
	Iteration 22Q: 3 clusters Score -412985.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -413026.718750 Penalty: 4012.535645
	Iteration 23Q: 3 clusters Score -413026.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -413065.125000 Penalty: 4012.535645
	Iteration 24Q: 3 clusters Score -413065.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -413117.468750 Penalty: 4012.535645
	Iteration 25Q: 3 clusters Score -413117.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -413176.218750 Penalty: 4012.535645
	Iteration 26Q: 3 clusters Score -413176.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -413215.875000 Penalty: 4012.535645
	Iteration 27Q: 3 clusters Score -413215.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -413263.062500 Penalty: 4012.535645
	Iteration 28Q: 3 clusters Score -413263.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -413307.625000 Penalty: 4012.535645
	Iteration 29Q: 3 clusters Score -413307.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -413356.781250 Penalty: 4012.535645
	Iteration 30Q: 3 clusters Score -413356.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -413395.437500 Penalty: 4012.535645
	Iteration 31Q: 3 clusters Score -413395.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -413434.281250 Penalty: 4012.535645
	Iteration 32Q: 3 clusters Score -413434.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -413465.968750 Penalty: 4012.535645
	Iteration 33Q: 3 clusters Score -413466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -413495.500000 Penalty: 4012.535645
	Iteration 34Q: 3 clusters Score -413495.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -413517.031250 Penalty: 4012.535645
	Iteration 35Q: 3 clusters Score -413517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -413537.593750 Penalty: 4012.535645
	Iteration 36Q: 3 clusters Score -413537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -413551.156250 Penalty: 4012.535645
	Iteration 37Q: 3 clusters Score -413551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -413559.375000 Penalty: 4012.535645
	Iteration 38Q: 3 clusters Score -413559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -413565.656250 Penalty: 4012.535645
	Iteration 39Q: 3 clusters Score -413565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -413572.031250 Penalty: 4012.535645
	Iteration 40F: 3 clusters Score -413572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -413576.312500 Penalty: 4012.535645
	Iteration 41Q: 3 clusters Score -413576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -413578.781250 Penalty: 4012.535645
	Iteration 42Q: 3 clusters Score -413578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -413580.781250 Penalty: 4012.535645
	Iteration 43Q: 3 clusters Score -413580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -413583.781250 Penalty: 4012.535645
	Iteration 44Q: 3 clusters Score -413583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -413585.843750 Penalty: 4012.535645
	Iteration 45Q: 3 clusters Score -413585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -413586.312500 Penalty: 4012.535645
	Iteration 46Q: 3 clusters Score -413586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -413588.968750 Penalty: 4012.535645
	Iteration 47Q: 3 clusters Score -413589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -413589.375000 Penalty: 4012.535645
	Iteration 48Q: 3 clusters Score -413589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -413592.187500 Penalty: 4012.535645
	Iteration 49Q: 3 clusters Score -413592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -413591.968750 Penalty: 4012.535645
	Iteration 50Q: 3 clusters Score -413592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -413593.218750 Penalty: 4012.535645
	Iteration 51Q: 3 clusters Score -413593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -413593.218750 Penalty: 4012.535645
	Iteration 52F: 3 clusters Score -413593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -160123.046875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -160123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -157937.812500 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -157937.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158350.593750 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -158350.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158612.984375 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -158613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -158900.984375 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -158901 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -159188.687500 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -159188.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -159467.625000 Penalty: 3575.098633
	Iteration 5F: 3 clusters Score -159467.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -159683.968750 Penalty: 3575.098633
	Iteration 6F: 3 clusters Score -159684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159767.812500 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -159767.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -159793.281250 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -159793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -159806.265625 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -159806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -159810.031250 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -159810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -159811.109375 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -159811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -159811.109375 Penalty: 3575.098633
	Iteration 12F: 3 clusters Score -159811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (169768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Entering Unmasked Estep 
Score: -21271586.000000 Penalty: 2986.462646
	Iteration 0F: 2 clusters Score -2.127159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -21158958.000000 Penalty: 5972.925293
	Iteration 0F: 3 clusters Score -2.115896e+07 nChanged 81761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -21206330.000000 Penalty: 5972.925293
	Iteration 1F: 3 clusters Score -2.120633e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -21207096.000000 Penalty: 5972.925293
	Iteration 2Q: 3 clusters Score -2.12071e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -21208166.000000 Penalty: 5972.925293
	Iteration 3Q: 3 clusters Score -2.120817e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -21209770.000000 Penalty: 5972.925293
	Iteration 4Q: 3 clusters Score -2.120977e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -21212388.000000 Penalty: 5972.925293
	Iteration 5Q: 3 clusters Score -2.121239e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -21217102.000000 Penalty: 5972.925293
	Iteration 6Q: 3 clusters Score -2.12171e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -21224784.000000 Penalty: 5972.925293
	Iteration 7F: 3 clusters Score -2.122478e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -21234922.000000 Penalty: 5972.925293
	Iteration 8F: 3 clusters Score -2.123492e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136824 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -21245438.000000 Penalty: 5972.925293
	Iteration 9F: 3 clusters Score -2.124544e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -21252984.000000 Penalty: 5972.925293
	Iteration 10Q: 3 clusters Score -2.125298e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148529 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -21257424.000000 Penalty: 5972.925293
	Iteration 11Q: 3 clusters Score -2.125742e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -21260054.000000 Penalty: 5972.925293
	Iteration 12Q: 3 clusters Score -2.126005e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154710 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -21261602.000000 Penalty: 5972.925293
	Iteration 13Q: 3 clusters Score -2.12616e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -21262844.000000 Penalty: 5972.925293
	Iteration 14Q: 3 clusters Score -2.126284e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -21264056.000000 Penalty: 5972.925293
	Iteration 15Q: 3 clusters Score -2.126406e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -21265028.000000 Penalty: 5972.925293
	Iteration 16Q: 3 clusters Score -2.126503e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -21265724.000000 Penalty: 5972.925293
	Iteration 17Q: 3 clusters Score -2.126572e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -21266364.000000 Penalty: 5972.925293
	Iteration 18Q: 3 clusters Score -2.126636e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165230 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -21267018.000000 Penalty: 5972.925293
	Iteration 19Q: 3 clusters Score -2.126702e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -21267414.000000 Penalty: 5972.925293
	Iteration 20F: 3 clusters Score -2.126741e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -21267804.000000 Penalty: 5972.925293
	Iteration 21Q: 3 clusters Score -2.12678e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21267988.000000 Penalty: 5972.925293
	Iteration 22Q: 3 clusters Score -2.126799e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167778 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -21268242.000000 Penalty: 5972.925293
	Iteration 23Q: 3 clusters Score -2.126824e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168078 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21268374.000000 Penalty: 5972.925293
	Iteration 24Q: 3 clusters Score -2.126837e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21268458.000000 Penalty: 5972.925293
	Iteration 25Q: 3 clusters Score -2.126846e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168485 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21268546.000000 Penalty: 5972.925293
	Iteration 26Q: 3 clusters Score -2.126855e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -21268608.000000 Penalty: 5972.925293
	Iteration 27Q: 3 clusters Score -2.126861e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21268684.000000 Penalty: 5972.925293
	Iteration 28Q: 3 clusters Score -2.126868e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21268754.000000 Penalty: 5972.925293
	Iteration 29Q: 3 clusters Score -2.126875e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21268790.000000 Penalty: 5972.925293
	Iteration 30Q: 3 clusters Score -2.126879e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21268810.000000 Penalty: 5972.925293
	Iteration 31Q: 3 clusters Score -2.126881e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168917 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -21268824.000000 Penalty: 5972.925293
	Iteration 32Q: 3 clusters Score -2.126882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21268810.000000 Penalty: 5972.925293
	Iteration 33Q: 3 clusters Score -2.126881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -21268834.000000 Penalty: 5972.925293
	Iteration 34Q: 3 clusters Score -2.126883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -21268838.000000 Penalty: 5972.925293
	Iteration 35Q: 3 clusters Score -2.126884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -21268842.000000 Penalty: 5972.925293
	Iteration 36Q: 3 clusters Score -2.126884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21268858.000000 Penalty: 5972.925293
	Iteration 37Q: 3 clusters Score -2.126886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21268858.000000 Penalty: 5972.925293
	Iteration 38Q: 3 clusters Score -2.126886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21268850.000000 Penalty: 5972.925293
	Iteration 39Q: 3 clusters Score -2.126885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169016 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21268854.000000 Penalty: 5972.925293
	Iteration 40F: 3 clusters Score -2.126885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169021 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21268848.000000 Penalty: 5972.925293
	Iteration 41Q: 3 clusters Score -2.126885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169026 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21268860.000000 Penalty: 5972.925293
	Iteration 42Q: 3 clusters Score -2.126886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21268870.000000 Penalty: 5972.925293
	Iteration 43Q: 3 clusters Score -2.126887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21268866.000000 Penalty: 5972.925293
	Iteration 44Q: 3 clusters Score -2.126887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21268870.000000 Penalty: 5972.925293
	Iteration 45Q: 3 clusters Score -2.126887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21268864.000000 Penalty: 5972.925293
	Iteration 46Q: 3 clusters Score -2.126886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21268866.000000 Penalty: 5972.925293
	Iteration 47Q: 3 clusters Score -2.126887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -21268888.000000 Penalty: 5972.925293
	Iteration 48Q: 3 clusters Score -2.126889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21268860.000000 Penalty: 5972.925293
	Iteration 49Q: 3 clusters Score -2.126886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169062 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21268892.000000 Penalty: 5972.925293
	Iteration 50Q: 3 clusters Score -2.126889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21268888.000000 Penalty: 5972.925293
	Iteration 51Q: 3 clusters Score -2.126889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21268884.000000 Penalty: 5972.925293
	Iteration 52Q: 3 clusters Score -2.126888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21268892.000000 Penalty: 5972.925293
	Iteration 53Q: 3 clusters Score -2.126889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21268900.000000 Penalty: 5972.925293
	Iteration 54Q: 3 clusters Score -2.12689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169089 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21268904.000000 Penalty: 5972.925293
	Iteration 55Q: 3 clusters Score -2.12689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21268906.000000 Penalty: 5972.925293
	Iteration 56Q: 3 clusters Score -2.126891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21268922.000000 Penalty: 5972.925293
	Iteration 57Q: 3 clusters Score -2.126892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -21268916.000000 Penalty: 5972.925293
	Iteration 58Q: 3 clusters Score -2.126892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21268912.000000 Penalty: 5972.925293
	Iteration 59Q: 3 clusters Score -2.126891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21268906.000000 Penalty: 5972.925293
	Iteration 60F: 3 clusters Score -2.126891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169102 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21268904.000000 Penalty: 5972.925293
	Iteration 61Q: 3 clusters Score -2.12689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21268908.000000 Penalty: 5972.925293
	Iteration 62Q: 3 clusters Score -2.126891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21268912.000000 Penalty: 5972.925293
	Iteration 63Q: 3 clusters Score -2.126891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21268912.000000 Penalty: 5972.925293
	Iteration 64F: 3 clusters Score -2.126891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1218530.000000 Penalty: 2272.771484
	Iteration 0F: 2 clusters Score -1218530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1211168.250000 Penalty: 4545.542969
	Iteration 0F: 3 clusters Score -1211168 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1213496.000000 Penalty: 4545.542969
	Iteration 1F: 3 clusters Score -1213496 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1213974.875000 Penalty: 4545.542969
	Iteration 2F: 3 clusters Score -1213975 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1214435.875000 Penalty: 4545.542969
	Iteration 3F: 3 clusters Score -1214436 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1214837.875000 Penalty: 4545.542969
	Iteration 4F: 3 clusters Score -1214838 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1215156.000000 Penalty: 4545.542969
	Iteration 5F: 3 clusters Score -1215156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1215496.750000 Penalty: 4545.542969
	Iteration 6F: 3 clusters Score -1215497 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1215837.750000 Penalty: 4545.542969
	Iteration 7Q: 3 clusters Score -1215838 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1216123.375000 Penalty: 4545.542969
	Iteration 8Q: 3 clusters Score -1216123 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1216366.875000 Penalty: 4545.542969
	Iteration 9Q: 3 clusters Score -1216367 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1216530.250000 Penalty: 4545.542969
	Iteration 10Q: 3 clusters Score -1216530 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1216678.375000 Penalty: 4545.542969
	Iteration 11Q: 3 clusters Score -1216678 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1216801.250000 Penalty: 4545.542969
	Iteration 12Q: 3 clusters Score -1216801 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1216884.000000 Penalty: 4545.542969
	Iteration 13Q: 3 clusters Score -1216884 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1216939.500000 Penalty: 4545.542969
	Iteration 14Q: 3 clusters Score -1216940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1216983.750000 Penalty: 4545.542969
	Iteration 15Q: 3 clusters Score -1216984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1217024.875000 Penalty: 4545.542969
	Iteration 16Q: 3 clusters Score -1217025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1217054.875000 Penalty: 4545.542969
	Iteration 17Q: 3 clusters Score -1217055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1217069.875000 Penalty: 4545.542969
	Iteration 18Q: 3 clusters Score -1217070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1217083.625000 Penalty: 4545.542969
	Iteration 19Q: 3 clusters Score -1217084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1217102.125000 Penalty: 4545.542969
	Iteration 20F: 3 clusters Score -1217102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1217110.375000 Penalty: 4545.542969
	Iteration 21Q: 3 clusters Score -1217110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1217122.375000 Penalty: 4545.542969
	Iteration 22Q: 3 clusters Score -1217122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1217127.125000 Penalty: 4545.542969
	Iteration 23Q: 3 clusters Score -1217127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1217132.875000 Penalty: 4545.542969
	Iteration 24Q: 3 clusters Score -1217133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1217135.625000 Penalty: 4545.542969
	Iteration 25Q: 3 clusters Score -1217136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1217139.000000 Penalty: 4545.542969
	Iteration 26Q: 3 clusters Score -1217139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1217139.875000 Penalty: 4545.542969
	Iteration 27Q: 3 clusters Score -1217140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1217139.875000 Penalty: 4545.542969
	Iteration 28F: 3 clusters Score -1217140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Entering Unmasked Estep 
Score: -977967.312500 Penalty: 2235.039307
	Iteration 0F: 2 clusters Score -977967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -971486.062500 Penalty: 4470.078613
	Iteration 0F: 3 clusters Score -971486.1 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -973277.437500 Penalty: 4470.078613
	Iteration 1F: 3 clusters Score -973277.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -973530.625000 Penalty: 4470.078613
	Iteration 2F: 3 clusters Score -973530.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -973667.937500 Penalty: 4470.078613
	Iteration 3Q: 3 clusters Score -973667.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -973746.500000 Penalty: 4470.078613
	Iteration 4Q: 3 clusters Score -973746.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -973812.750000 Penalty: 4470.078613
	Iteration 5Q: 3 clusters Score -973812.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -973866.812500 Penalty: 4470.078613
	Iteration 6Q: 3 clusters Score -973866.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -973915.375000 Penalty: 4470.078613
	Iteration 7Q: 3 clusters Score -973915.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -973958.500000 Penalty: 4470.078613
	Iteration 8Q: 3 clusters Score -973958.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -974007.562500 Penalty: 4470.078613
	Iteration 9Q: 3 clusters Score -974007.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -974092.125000 Penalty: 4470.078613
	Iteration 10Q: 3 clusters Score -974092.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -974216.062500 Penalty: 4470.078613
	Iteration 11Q: 3 clusters Score -974216.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -974395.187500 Penalty: 4470.078613
	Iteration 12Q: 3 clusters Score -974395.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -974674.062500 Penalty: 4470.078613
	Iteration 13Q: 3 clusters Score -974674.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -975030.937500 Penalty: 4470.078613
	Iteration 14F: 3 clusters Score -975030.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -975412.437500 Penalty: 4470.078613
	Iteration 15F: 3 clusters Score -975412.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -975792.937500 Penalty: 4470.078613
	Iteration 16F: 3 clusters Score -975792.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -976149.000000 Penalty: 4470.078613
	Iteration 17Q: 3 clusters Score -976149 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -976374.500000 Penalty: 4470.078613
	Iteration 18Q: 3 clusters Score -976374.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -976501.812500 Penalty: 4470.078613
	Iteration 19Q: 3 clusters Score -976501.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -976591.625000 Penalty: 4470.078613
	Iteration 20F: 3 clusters Score -976591.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -976637.937500 Penalty: 4470.078613
	Iteration 21Q: 3 clusters Score -976637.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -976690.125000 Penalty: 4470.078613
	Iteration 22Q: 3 clusters Score -976690.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -976757.687500 Penalty: 4470.078613
	Iteration 23Q: 3 clusters Score -976757.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -976789.625000 Penalty: 4470.078613
	Iteration 24Q: 3 clusters Score -976789.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -976811.375000 Penalty: 4470.078613
	Iteration 25Q: 3 clusters Score -976811.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -976825.812500 Penalty: 4470.078613
	Iteration 26Q: 3 clusters Score -976825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -976839.187500 Penalty: 4470.078613
	Iteration 27Q: 3 clusters Score -976839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -976848.125000 Penalty: 4470.078613
	Iteration 28Q: 3 clusters Score -976848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -976859.750000 Penalty: 4470.078613
	Iteration 29Q: 3 clusters Score -976859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -976870.250000 Penalty: 4470.078613
	Iteration 30Q: 3 clusters Score -976870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -976875.687500 Penalty: 4470.078613
	Iteration 31Q: 3 clusters Score -976875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -976877.437500 Penalty: 4470.078613
	Iteration 32Q: 3 clusters Score -976877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -976879.750000 Penalty: 4470.078613
	Iteration 33Q: 3 clusters Score -976879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -976879.375000 Penalty: 4470.078613
	Iteration 34Q: 3 clusters Score -976879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -976879.375000 Penalty: 4470.078613
	Iteration 35F: 3 clusters Score -976879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Entering Unmasked Estep 
Score: -1509852.625000 Penalty: 2326.197998
	Iteration 0F: 2 clusters Score -1509853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1501146.250000 Penalty: 4652.395996
	Iteration 0F: 3 clusters Score -1501146 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1503780.375000 Penalty: 4652.395996
	Iteration 1F: 3 clusters Score -1503780 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1504118.750000 Penalty: 4652.395996
	Iteration 2F: 3 clusters Score -1504119 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1504454.125000 Penalty: 4652.395996
	Iteration 3F: 3 clusters Score -1504454 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1504761.000000 Penalty: 4652.395996
	Iteration 4Q: 3 clusters Score -1504761 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1505126.250000 Penalty: 4652.395996
	Iteration 5F: 3 clusters Score -1505126 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1505504.125000 Penalty: 4652.395996
	Iteration 6F: 3 clusters Score -1505504 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1505959.500000 Penalty: 4652.395996
	Iteration 7F: 3 clusters Score -1505960 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1506446.250000 Penalty: 4652.395996
	Iteration 8F: 3 clusters Score -1506446 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1506904.625000 Penalty: 4652.395996
	Iteration 9F: 3 clusters Score -1506905 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1507326.125000 Penalty: 4652.395996
	Iteration 10Q: 3 clusters Score -1507326 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1507705.750000 Penalty: 4652.395996
	Iteration 11Q: 3 clusters Score -1507706 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1507992.375000 Penalty: 4652.395996
	Iteration 12Q: 3 clusters Score -1507992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1508185.125000 Penalty: 4652.395996
	Iteration 13Q: 3 clusters Score -1508185 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1508305.000000 Penalty: 4652.395996
	Iteration 14Q: 3 clusters Score -1508305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1508388.750000 Penalty: 4652.395996
	Iteration 15Q: 3 clusters Score -1508389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1508441.875000 Penalty: 4652.395996
	Iteration 16Q: 3 clusters Score -1508442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1508491.875000 Penalty: 4652.395996
	Iteration 17Q: 3 clusters Score -1508492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1508528.750000 Penalty: 4652.395996
	Iteration 18Q: 3 clusters Score -1508529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1508553.625000 Penalty: 4652.395996
	Iteration 19Q: 3 clusters Score -1508554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1508566.375000 Penalty: 4652.395996
	Iteration 20F: 3 clusters Score -1508566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1508591.250000 Penalty: 4652.395996
	Iteration 21Q: 3 clusters Score -1508591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1508600.750000 Penalty: 4652.395996
	Iteration 22Q: 3 clusters Score -1508601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1508608.375000 Penalty: 4652.395996
	Iteration 23Q: 3 clusters Score -1508608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1508614.875000 Penalty: 4652.395996
	Iteration 24Q: 3 clusters Score -1508615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1508620.750000 Penalty: 4652.395996
	Iteration 25Q: 3 clusters Score -1508621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1508624.500000 Penalty: 4652.395996
	Iteration 26Q: 3 clusters Score -1508624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1508628.875000 Penalty: 4652.395996
	Iteration 27Q: 3 clusters Score -1508629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1508635.000000 Penalty: 4652.395996
	Iteration 28Q: 3 clusters Score -1508635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1508639.500000 Penalty: 4652.395996
	Iteration 29Q: 3 clusters Score -1508640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1508642.875000 Penalty: 4652.395996
	Iteration 30Q: 3 clusters Score -1508643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1508645.125000 Penalty: 4652.395996
	Iteration 31Q: 3 clusters Score -1508645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1508645.875000 Penalty: 4652.395996
	Iteration 32Q: 3 clusters Score -1508646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1508648.125000 Penalty: 4652.395996
	Iteration 33Q: 3 clusters Score -1508648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1508649.625000 Penalty: 4652.395996
	Iteration 34Q: 3 clusters Score -1508650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1508650.375000 Penalty: 4652.395996
	Iteration 35Q: 3 clusters Score -1508650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1508650.375000 Penalty: 4652.395996
	Iteration 36Q: 3 clusters Score -1508650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1508650.875000 Penalty: 4652.395996
	Iteration 37Q: 3 clusters Score -1508651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1508652.000000 Penalty: 4652.395996
	Iteration 38Q: 3 clusters Score -1508652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1508656.125000 Penalty: 4652.395996
	Iteration 39Q: 3 clusters Score -1508656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1508655.250000 Penalty: 4652.395996
	Iteration 40F: 3 clusters Score -1508655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1508657.250000 Penalty: 4652.395996
	Iteration 41Q: 3 clusters Score -1508657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1508661.125000 Penalty: 4652.395996
	Iteration 42Q: 3 clusters Score -1508661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1508663.375000 Penalty: 4652.395996
	Iteration 43Q: 3 clusters Score -1508663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1508664.625000 Penalty: 4652.395996
	Iteration 44Q: 3 clusters Score -1508665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1508665.500000 Penalty: 4652.395996
	Iteration 45Q: 3 clusters Score -1508666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1508666.250000 Penalty: 4652.395996
	Iteration 46Q: 3 clusters Score -1508666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1508666.250000 Penalty: 4652.395996
	Iteration 47F: 3 clusters Score -1508666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -286837.593750 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -286837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -284006.500000 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -284006.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -284510.906250 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -284510.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -284642.843750 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -284642.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -284708.031250 Penalty: 3839.800781
	Iteration 3Q: 3 clusters Score -284708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -284741.093750 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -284741.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284765.093750 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -284765.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284785.093750 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -284785.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -284803.000000 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -284803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284816.875000 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -284816.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -284828.468750 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -284828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284833.468750 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -284833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284838.375000 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -284838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284842.062500 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -284842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284843.781250 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -284843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284847.093750 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -284847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284849.406250 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -284849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -284851.031250 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -284851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284852.187500 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -284852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284852.187500 Penalty: 3839.800781
	Iteration 18F: 3 clusters Score -284852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -241100.156250 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -241100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -238508.546875 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -238508.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239027.625000 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -239027.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -239182.453125 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -239182.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239271.312500 Penalty: 3778.164795
	Iteration 3Q: 3 clusters Score -239271.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -239333.140625 Penalty: 3778.164795
	Iteration 4Q: 3 clusters Score -239333.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -239373.906250 Penalty: 3778.164795
	Iteration 5Q: 3 clusters Score -239373.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -239410.031250 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -239410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -239436.046875 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -239436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -239458.640625 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -239458.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239481.781250 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -239481.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -239508.296875 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -239508.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -239534.078125 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -239534.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -239565.031250 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -239565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -239603.484375 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -239603.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -239640.859375 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -239640.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -239681.718750 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -239681.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -239715.328125 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -239715.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -239745.875000 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -239745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -239779.406250 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -239779.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -239807.500000 Penalty: 3778.164795
	Iteration 19Q: 3 clusters Score -239807.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -239828.343750 Penalty: 3778.164795
	Iteration 20F: 3 clusters Score -239828.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -239850.218750 Penalty: 3778.164795
	Iteration 21Q: 3 clusters Score -239850.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -239866.625000 Penalty: 3778.164795
	Iteration 22Q: 3 clusters Score -239866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -239880.031250 Penalty: 3778.164795
	Iteration 23Q: 3 clusters Score -239880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -239898.765625 Penalty: 3778.164795
	Iteration 24Q: 3 clusters Score -239898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -239919.375000 Penalty: 3778.164795
	Iteration 25Q: 3 clusters Score -239919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -239931.937500 Penalty: 3778.164795
	Iteration 26Q: 3 clusters Score -239931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -239934.921875 Penalty: 3778.164795
	Iteration 27Q: 3 clusters Score -239934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -239935.671875 Penalty: 3778.164795
	Iteration 28Q: 3 clusters Score -239935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -239935.671875 Penalty: 3778.164795
	Iteration 29F: 3 clusters Score -239935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Entering Unmasked Estep 
Score: -9420957.000000 Penalty: 2790.744385
	Iteration 0F: 2 clusters Score -9420957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -9369279.000000 Penalty: 5581.488770
	Iteration 0F: 3 clusters Score -9369279 nChanged 36249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -9389491.000000 Penalty: 5581.488770
	Iteration 1F: 3 clusters Score -9389491 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -9390000.000000 Penalty: 5581.488770
	Iteration 2Q: 3 clusters Score -9390000 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -9390555.000000 Penalty: 5581.488770
	Iteration 3Q: 3 clusters Score -9390555 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -9391069.000000 Penalty: 5581.488770
	Iteration 4Q: 3 clusters Score -9391069 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -9391624.000000 Penalty: 5581.488770
	Iteration 5Q: 3 clusters Score -9391624 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -9392414.000000 Penalty: 5581.488770
	Iteration 6Q: 3 clusters Score -9392414 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -9393565.000000 Penalty: 5581.488770
	Iteration 7Q: 3 clusters Score -9393565 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -9395262.000000 Penalty: 5581.488770
	Iteration 8Q: 3 clusters Score -9395262 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -9397908.000000 Penalty: 5581.488770
	Iteration 9F: 3 clusters Score -9397908 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -9401323.000000 Penalty: 5581.488770
	Iteration 10F: 3 clusters Score -9401323 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -9405111.000000 Penalty: 5581.488770
	Iteration 11F: 3 clusters Score -9405111 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -9408406.000000 Penalty: 5581.488770
	Iteration 12F: 3 clusters Score -9408406 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -9410865.000000 Penalty: 5581.488770
	Iteration 13F: 3 clusters Score -9410865 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -9412442.000000 Penalty: 5581.488770
	Iteration 14Q: 3 clusters Score -9412442 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -9413309.000000 Penalty: 5581.488770
	Iteration 15Q: 3 clusters Score -9413309 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -9413902.000000 Penalty: 5581.488770
	Iteration 16Q: 3 clusters Score -9413902 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -9414316.000000 Penalty: 5581.488770
	Iteration 17Q: 3 clusters Score -9414316 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -9414641.000000 Penalty: 5581.488770
	Iteration 18Q: 3 clusters Score -9414641 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -9414945.000000 Penalty: 5581.488770
	Iteration 19Q: 3 clusters Score -9414945 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -9415187.000000 Penalty: 5581.488770
	Iteration 20F: 3 clusters Score -9415187 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -9415407.000000 Penalty: 5581.488770
	Iteration 21Q: 3 clusters Score -9415407 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -9415541.000000 Penalty: 5581.488770
	Iteration 22Q: 3 clusters Score -9415541 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -9415755.000000 Penalty: 5581.488770
	Iteration 23Q: 3 clusters Score -9415755 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -9415951.000000 Penalty: 5581.488770
	Iteration 24Q: 3 clusters Score -9415951 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -9416118.000000 Penalty: 5581.488770
	Iteration 25Q: 3 clusters Score -9416118 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -9416309.000000 Penalty: 5581.488770
	Iteration 26Q: 3 clusters Score -9416309 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -9416469.000000 Penalty: 5581.488770
	Iteration 27Q: 3 clusters Score -9416469 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -9416668.000000 Penalty: 5581.488770
	Iteration 28Q: 3 clusters Score -9416668 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9416928 nChanged 849
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9417073 nChanged 830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -9417251.000000 Penalty: 5581.488770
	Iteration 31Q: 3 clusters Score -9417251 nChanged 787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9417335 nChanged 756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9417486 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -9417618.000000 Penalty: 5581.488770
	Iteration 34Q: 3 clusters Score -9417618 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -9417759.000000 Penalty: 5581.488770
	Iteration 35Q: 3 clusters Score -9417759 nChanged 649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -9417871.000000 Penalty: 5581.488770
	Iteration 36Q: 3 clusters Score -9417871 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -9417948.000000 Penalty: 5581.488770
	Iteration 37Q: 3 clusters Score -9417948 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -9418084.000000 Penalty: 5581.488770
	Iteration 38Q: 3 clusters Score -9418084 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -9418194.000000 Penalty: 5581.488770
	Iteration 39Q: 3 clusters Score -9418194 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -9418275.000000 Penalty: 5581.488770
	Iteration 40F: 3 clusters Score -9418275 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -9418362.000000 Penalty: 5581.488770
	Iteration 41Q: 3 clusters Score -9418362 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -9418403.000000 Penalty: 5581.488770
	Iteration 42Q: 3 clusters Score -9418403 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -9418503.000000 Penalty: 5581.488770
	Iteration 43Q: 3 clusters Score -9418503 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -9418528.000000 Penalty: 5581.488770
	Iteration 44Q: 3 clusters Score -9418528 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -9418601.000000 Penalty: 5581.488770
	Iteration 45Q: 3 clusters Score -9418601 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -9418655.000000 Penalty: 5581.488770
	Iteration 46Q: 3 clusters Score -9418655 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -9418676.000000 Penalty: 5581.488770
	Iteration 47Q: 3 clusters Score -9418676 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -9418727.000000 Penalty: 5581.488770
	Iteration 48Q: 3 clusters Score -9418727 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -9418741.000000 Penalty: 5581.488770
	Iteration 49Q: 3 clusters Score -9418741 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -9418771.000000 Penalty: 5581.488770
	Iteration 50Q: 3 clusters Score -9418771 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -9418809.000000 Penalty: 5581.488770
	Iteration 51Q: 3 clusters Score -9418809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -9418805.000000 Penalty: 5581.488770
	Iteration 52Q: 3 clusters Score -9418805 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -9418803.000000 Penalty: 5581.488770
	Iteration 53Q: 3 clusters Score -9418803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -9418792.000000 Penalty: 5581.488770
	Iteration 54Q: 3 clusters Score -9418792 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -9418820.000000 Penalty: 5581.488770
	Iteration 55Q: 3 clusters Score -9418820 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -9418836.000000 Penalty: 5581.488770
	Iteration 56Q: 3 clusters Score -9418836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -9418853.000000 Penalty: 5581.488770
	Iteration 57Q: 3 clusters Score -9418853 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9418828 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -9418837.000000 Penalty: 5581.488770
	Iteration 59Q: 3 clusters Score -9418837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -9418842.000000 Penalty: 5581.488770
	Iteration 60F: 3 clusters Score -9418842 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9418854.000000 Penalty: 5581.488770
	Iteration 61Q: 3 clusters Score -9418854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -9418877.000000 Penalty: 5581.488770
	Iteration 62Q: 3 clusters Score -9418877 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -9418883.000000 Penalty: 5581.488770
	Iteration 63Q: 3 clusters Score -9418883 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -9418872.000000 Penalty: 5581.488770
	Iteration 64Q: 3 clusters Score -9418872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -9418876.000000 Penalty: 5581.488770
	Iteration 65Q: 3 clusters Score -9418876 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -9418863.000000 Penalty: 5581.488770
	Iteration 66Q: 3 clusters Score -9418863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -9418868.000000 Penalty: 5581.488770
	Iteration 67Q: 3 clusters Score -9418868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9418868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -9418899.000000 Penalty: 5581.488770
	Iteration 69Q: 3 clusters Score -9418899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -9418882.000000 Penalty: 5581.488770
	Iteration 70Q: 3 clusters Score -9418882 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9418882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -9418876.000000 Penalty: 5581.488770
	Iteration 72Q: 3 clusters Score -9418876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -9418880.000000 Penalty: 5581.488770
	Iteration 73Q: 3 clusters Score -9418880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -9418900.000000 Penalty: 5581.488770
	Iteration 74Q: 3 clusters Score -9418900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -9418914.000000 Penalty: 5581.488770
	Iteration 75Q: 3 clusters Score -9418914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -9418913.000000 Penalty: 5581.488770
	Iteration 76Q: 3 clusters Score -9418913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -9418923.000000 Penalty: 5581.488770
	Iteration 77Q: 3 clusters Score -9418923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -9418918.000000 Penalty: 5581.488770
	Iteration 78Q: 3 clusters Score -9418918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -9418939.000000 Penalty: 5581.488770
	Iteration 79Q: 3 clusters Score -9418939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -9418936.000000 Penalty: 5581.488770
	Iteration 80F: 3 clusters Score -9418936 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -9418943.000000 Penalty: 5581.488770
	Iteration 81Q: 3 clusters Score -9418943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -9418941.000000 Penalty: 5581.488770
	Iteration 82Q: 3 clusters Score -9418941 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9418936 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -9418942.000000 Penalty: 5581.488770
	Iteration 84Q: 3 clusters Score -9418942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -9418945.000000 Penalty: 5581.488770
	Iteration 85Q: 3 clusters Score -9418945 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -9418952.000000 Penalty: 5581.488770
	Iteration 86Q: 3 clusters Score -9418952 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9418968 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9418959 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -9418934.000000 Penalty: 5581.488770
	Iteration 89Q: 3 clusters Score -9418934 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9418945 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9418954 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9418943 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9418959 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -9418953.000000 Penalty: 5581.488770
	Iteration 94Q: 3 clusters Score -9418953 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -9418970.000000 Penalty: 5581.488770
	Iteration 95Q: 3 clusters Score -9418970 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -9418964.000000 Penalty: 5581.488770
	Iteration 96Q: 3 clusters Score -9418964 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -9418958.000000 Penalty: 5581.488770
	Iteration 97Q: 3 clusters Score -9418958 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9418962.000000 Penalty: 5581.488770
	Iteration 98Q: 3 clusters Score -9418962 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9418973 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9418954 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -9418947.000000 Penalty: 5581.488770
	Iteration 101Q: 3 clusters Score -9418947 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9418943 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9418946 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9418947 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8283 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9418942 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8265 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9418946 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9418946 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -9418951.000000 Penalty: 5581.488770
	Iteration 108Q: 3 clusters Score -9418951 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9418953 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9418956 nChanged 8
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Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9418951 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9418957 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9418955 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -9418962.000000 Penalty: 5581.488770
	Iteration 114Q: 3 clusters Score -9418962 nChanged 7
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Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9418958 nChanged 8
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Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -9418963.000000 Penalty: 5581.488770
	Iteration 116Q: 3 clusters Score -9418963 nChanged 9
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Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -9418965.000000 Penalty: 5581.488770
	Iteration 117Q: 3 clusters Score -9418965 nChanged 7
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Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9418970 nChanged 9
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Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9418958 nChanged 8
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Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -9418960.000000 Penalty: 5581.488770
	Iteration 120F: 3 clusters Score -9418960 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9418952 nChanged 6
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9418959 nChanged 4
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Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -9418953.000000 Penalty: 5581.488770
	Iteration 123Q: 3 clusters Score -9418953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -9418960.000000 Penalty: 5581.488770
	Iteration 124Q: 3 clusters Score -9418960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -9418958.000000 Penalty: 5581.488770
	Iteration 125Q: 3 clusters Score -9418958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -9418964.000000 Penalty: 5581.488770
	Iteration 126Q: 3 clusters Score -9418964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -9418959.000000 Penalty: 5581.488770
	Iteration 127Q: 3 clusters Score -9418959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -9418959.000000 Penalty: 5581.488770
	Iteration 128Q: 3 clusters Score -9418959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -9418954.000000 Penalty: 5581.488770
	Iteration 129Q: 3 clusters Score -9418954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -9418952.000000 Penalty: 5581.488770
	Iteration 130Q: 3 clusters Score -9418952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -9418952.000000 Penalty: 5581.488770
	Iteration 131Q: 3 clusters Score -9418952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -9418952.000000 Penalty: 5581.488770
	Iteration 132F: 3 clusters Score -9418952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 284 members 
Entering Unmasked Estep 
Score: -59827.292969 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59827.29 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60010.902344 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60010.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60103.519531 Penalty: 3128.816650
	Iteration 2Q: 3 clusters Score -60103.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60168.148438 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -60168.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60206.195312 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60206.2 nChanged 12
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: -60244.718750 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60244.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60278.191406 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60278.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60296.113281 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60296.11 nChanged 5
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: -60308.761719 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60308.76 nChanged 3
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: -60317.937500 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -60317.94 nChanged 0
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: -60317.937500 Penalty: 3128.816650
	Iteration 10F: 3 clusters Score -60317.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -57495.421875 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57495.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55908.910156 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55908.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56178.589844 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56178.59 nChanged 50
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: -56442.984375 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56442.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56676.789062 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56676.79 nChanged 29
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: -56884.417969 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -56884.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57089.328125 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -57089.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57202.671875 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57202.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57255.929688 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57255.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57282.687500 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -57282.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57291.914062 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57291.91 nChanged 1
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: -57295.414062 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57295.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57296.984375 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57296.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57298.585938 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57298.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57299.980469 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57299.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57304.226562 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -57304.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57313.441406 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -57313.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57326.281250 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -57326.28 nChanged 5
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: -57350.597656 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -57350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57378.445312 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -57378.45 nChanged 6
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: -57433.800781 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -57433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57458.718750 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -57458.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57462.292969 Penalty: 3128.816650
	Iteration 21Q: 3 clusters Score -57462.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57462.292969 Penalty: 3128.816650
	Iteration 22F: 3 clusters Score -57462.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100893.093750 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99098.164062 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -99098.16 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99344.226562 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -99344.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99426.375000 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -99426.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99451.734375 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -99451.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99466.484375 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -99466.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99477.664062 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -99477.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99486.703125 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -99486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99489.593750 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -99489.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99489.593750 Penalty: 3342.123535
	Iteration 8F: 3 clusters Score -99489.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (157707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Entering Unmasked Estep 
Score: -19861242.000000 Penalty: 2968.186523
	Iteration 0F: 2 clusters Score -1.986124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -19757818.000000 Penalty: 5936.373047
	Iteration 0F: 3 clusters Score -1.975782e+07 nChanged 75388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -19801826.000000 Penalty: 5936.373047
	Iteration 1F: 3 clusters Score -1.980183e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -19802702.000000 Penalty: 5936.373047
	Iteration 2Q: 3 clusters Score -1.98027e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -19803716.000000 Penalty: 5936.373047
	Iteration 3Q: 3 clusters Score -1.980372e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -19804920.000000 Penalty: 5936.373047
	Iteration 4Q: 3 clusters Score -1.980492e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -19806428.000000 Penalty: 5936.373047
	Iteration 5Q: 3 clusters Score -1.980643e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -19808696.000000 Penalty: 5936.373047
	Iteration 6Q: 3 clusters Score -1.98087e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -19812136.000000 Penalty: 5936.373047
	Iteration 7Q: 3 clusters Score -1.981214e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -19817644.000000 Penalty: 5936.373047
	Iteration 8F: 3 clusters Score -1.981764e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -19825544.000000 Penalty: 5936.373047
	Iteration 9F: 3 clusters Score -1.982554e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -19832360.000000 Penalty: 5936.373047
	Iteration 10F: 3 clusters Score -1.983236e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -19836254.000000 Penalty: 5936.373047
	Iteration 11F: 3 clusters Score -1.983625e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -19838200.000000 Penalty: 5936.373047
	Iteration 12Q: 3 clusters Score -1.98382e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -19839204.000000 Penalty: 5936.373047
	Iteration 13Q: 3 clusters Score -1.98392e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -19840320.000000 Penalty: 5936.373047
	Iteration 14Q: 3 clusters Score -1.984032e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -19841706.000000 Penalty: 5936.373047
	Iteration 15Q: 3 clusters Score -1.984171e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -19843032.000000 Penalty: 5936.373047
	Iteration 16Q: 3 clusters Score -1.984303e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -19844616.000000 Penalty: 5936.373047
	Iteration 17Q: 3 clusters Score -1.984462e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -19846368.000000 Penalty: 5936.373047
	Iteration 18Q: 3 clusters Score -1.984637e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -19848302.000000 Penalty: 5936.373047
	Iteration 19Q: 3 clusters Score -1.98483e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -19850176.000000 Penalty: 5936.373047
	Iteration 20F: 3 clusters Score -1.985018e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -19851952.000000 Penalty: 5936.373047
	Iteration 21Q: 3 clusters Score -1.985195e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -19853240.000000 Penalty: 5936.373047
	Iteration 22Q: 3 clusters Score -1.985324e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -19854226.000000 Penalty: 5936.373047
	Iteration 23Q: 3 clusters Score -1.985423e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -19854918.000000 Penalty: 5936.373047
	Iteration 24Q: 3 clusters Score -1.985492e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -19855344.000000 Penalty: 5936.373047
	Iteration 25Q: 3 clusters Score -1.985534e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -19855628.000000 Penalty: 5936.373047
	Iteration 26Q: 3 clusters Score -1.985563e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -19855720.000000 Penalty: 5936.373047
	Iteration 27Q: 3 clusters Score -1.985572e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -19855956.000000 Penalty: 5936.373047
	Iteration 28Q: 3 clusters Score -1.985596e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -19856078.000000 Penalty: 5936.373047
	Iteration 29Q: 3 clusters Score -1.985608e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -19856182.000000 Penalty: 5936.373047
	Iteration 30Q: 3 clusters Score -1.985618e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -19856342.000000 Penalty: 5936.373047
	Iteration 31Q: 3 clusters Score -1.985634e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -19856376.000000 Penalty: 5936.373047
	Iteration 32Q: 3 clusters Score -1.985638e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -19856472.000000 Penalty: 5936.373047
	Iteration 33Q: 3 clusters Score -1.985647e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -19856522.000000 Penalty: 5936.373047
	Iteration 34Q: 3 clusters Score -1.985652e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -19856520.000000 Penalty: 5936.373047
	Iteration 35Q: 3 clusters Score -1.985652e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -19856582.000000 Penalty: 5936.373047
	Iteration 36Q: 3 clusters Score -1.985658e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -19856624.000000 Penalty: 5936.373047
	Iteration 37Q: 3 clusters Score -1.985662e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -19856740.000000 Penalty: 5936.373047
	Iteration 38Q: 3 clusters Score -1.985674e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -19856772.000000 Penalty: 5936.373047
	Iteration 39Q: 3 clusters Score -1.985677e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -19856846.000000 Penalty: 5936.373047
	Iteration 40F: 3 clusters Score -1.985685e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -19856930.000000 Penalty: 5936.373047
	Iteration 41Q: 3 clusters Score -1.985693e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -19857004.000000 Penalty: 5936.373047
	Iteration 42Q: 3 clusters Score -1.9857e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -19857068.000000 Penalty: 5936.373047
	Iteration 43Q: 3 clusters Score -1.985707e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -19857020.000000 Penalty: 5936.373047
	Iteration 44Q: 3 clusters Score -1.985702e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -19857038.000000 Penalty: 5936.373047
	Iteration 45Q: 3 clusters Score -1.985704e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -19857094.000000 Penalty: 5936.373047
	Iteration 46Q: 3 clusters Score -1.985709e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -19857108.000000 Penalty: 5936.373047
	Iteration 47Q: 3 clusters Score -1.985711e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -19857178.000000 Penalty: 5936.373047
	Iteration 48Q: 3 clusters Score -1.985718e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -19857240.000000 Penalty: 5936.373047
	Iteration 49Q: 3 clusters Score -1.985724e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -19857272.000000 Penalty: 5936.373047
	Iteration 50Q: 3 clusters Score -1.985727e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -19857336.000000 Penalty: 5936.373047
	Iteration 51Q: 3 clusters Score -1.985734e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -19857366.000000 Penalty: 5936.373047
	Iteration 52Q: 3 clusters Score -1.985737e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -19857408.000000 Penalty: 5936.373047
	Iteration 53Q: 3 clusters Score -1.985741e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -19857464.000000 Penalty: 5936.373047
	Iteration 54Q: 3 clusters Score -1.985746e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -19857526.000000 Penalty: 5936.373047
	Iteration 55Q: 3 clusters Score -1.985753e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -19857576.000000 Penalty: 5936.373047
	Iteration 56Q: 3 clusters Score -1.985758e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -19857586.000000 Penalty: 5936.373047
	Iteration 57Q: 3 clusters Score -1.985759e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -19857572.000000 Penalty: 5936.373047
	Iteration 58Q: 3 clusters Score -1.985757e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -19857550.000000 Penalty: 5936.373047
	Iteration 59Q: 3 clusters Score -1.985755e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -19857620.000000 Penalty: 5936.373047
	Iteration 60F: 3 clusters Score -1.985762e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -19857678.000000 Penalty: 5936.373047
	Iteration 61Q: 3 clusters Score -1.985768e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -19857670.000000 Penalty: 5936.373047
	Iteration 62Q: 3 clusters Score -1.985767e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -19857632.000000 Penalty: 5936.373047
	Iteration 63Q: 3 clusters Score -1.985763e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -19857646.000000 Penalty: 5936.373047
	Iteration 64Q: 3 clusters Score -1.985765e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -19857752.000000 Penalty: 5936.373047
	Iteration 65Q: 3 clusters Score -1.985775e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -19857710.000000 Penalty: 5936.373047
	Iteration 66Q: 3 clusters Score -1.985771e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -19857750.000000 Penalty: 5936.373047
	Iteration 67Q: 3 clusters Score -1.985775e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -19857740.000000 Penalty: 5936.373047
	Iteration 68Q: 3 clusters Score -1.985774e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -19857754.000000 Penalty: 5936.373047
	Iteration 69Q: 3 clusters Score -1.985775e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -19857792.000000 Penalty: 5936.373047
	Iteration 70Q: 3 clusters Score -1.985779e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -19857828.000000 Penalty: 5936.373047
	Iteration 71Q: 3 clusters Score -1.985783e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -19857896.000000 Penalty: 5936.373047
	Iteration 72Q: 3 clusters Score -1.98579e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -19857912.000000 Penalty: 5936.373047
	Iteration 73Q: 3 clusters Score -1.985791e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -19857896.000000 Penalty: 5936.373047
	Iteration 74Q: 3 clusters Score -1.98579e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -19857974.000000 Penalty: 5936.373047
	Iteration 75Q: 3 clusters Score -1.985797e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -19858008.000000 Penalty: 5936.373047
	Iteration 76Q: 3 clusters Score -1.985801e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -19857948.000000 Penalty: 5936.373047
	Iteration 77Q: 3 clusters Score -1.985795e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -19857952.000000 Penalty: 5936.373047
	Iteration 78Q: 3 clusters Score -1.985795e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -19858016.000000 Penalty: 5936.373047
	Iteration 79Q: 3 clusters Score -1.985802e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -19858006.000000 Penalty: 5936.373047
	Iteration 80F: 3 clusters Score -1.985801e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -19858044.000000 Penalty: 5936.373047
	Iteration 81Q: 3 clusters Score -1.985804e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -19858074.000000 Penalty: 5936.373047
	Iteration 82Q: 3 clusters Score -1.985807e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117842 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -19858098.000000 Penalty: 5936.373047
	Iteration 83Q: 3 clusters Score -1.98581e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -19858096.000000 Penalty: 5936.373047
	Iteration 84Q: 3 clusters Score -1.98581e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -19858136.000000 Penalty: 5936.373047
	Iteration 85Q: 3 clusters Score -1.985814e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -19858180.000000 Penalty: 5936.373047
	Iteration 86Q: 3 clusters Score -1.985818e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -19858180.000000 Penalty: 5936.373047
	Iteration 87Q: 3 clusters Score -1.985818e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119682 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -19858242.000000 Penalty: 5936.373047
	Iteration 88Q: 3 clusters Score -1.985824e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -19858290.000000 Penalty: 5936.373047
	Iteration 89Q: 3 clusters Score -1.985829e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120361 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -19858312.000000 Penalty: 5936.373047
	Iteration 90Q: 3 clusters Score -1.985831e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120720 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -19858282.000000 Penalty: 5936.373047
	Iteration 91Q: 3 clusters Score -1.985828e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 5936.373047
	Iteration 92Q: 3 clusters Score -1.985832e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121499 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -19858344.000000 Penalty: 5936.373047
	Iteration 93Q: 3 clusters Score -1.985834e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -19858344.000000 Penalty: 5936.373047
	Iteration 94Q: 3 clusters Score -1.985834e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -19858376.000000 Penalty: 5936.373047
	Iteration 95Q: 3 clusters Score -1.985838e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -19858416.000000 Penalty: 5936.373047
	Iteration 96Q: 3 clusters Score -1.985842e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122844 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -19858454.000000 Penalty: 5936.373047
	Iteration 97Q: 3 clusters Score -1.985845e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -19858508.000000 Penalty: 5936.373047
	Iteration 98Q: 3 clusters Score -1.985851e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -19858542.000000 Penalty: 5936.373047
	Iteration 99Q: 3 clusters Score -1.985854e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -19858588.000000 Penalty: 5936.373047
	Iteration 100F: 3 clusters Score -1.985859e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -19858586.000000 Penalty: 5936.373047
	Iteration 101Q: 3 clusters Score -1.985859e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -19858598.000000 Penalty: 5936.373047
	Iteration 102Q: 3 clusters Score -1.98586e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -19858634.000000 Penalty: 5936.373047
	Iteration 103Q: 3 clusters Score -1.985863e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124970 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -19858690.000000 Penalty: 5936.373047
	Iteration 104Q: 3 clusters Score -1.985869e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -19858720.000000 Penalty: 5936.373047
	Iteration 105Q: 3 clusters Score -1.985872e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125705 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -19858762.000000 Penalty: 5936.373047
	Iteration 106Q: 3 clusters Score -1.985876e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -19858780.000000 Penalty: 5936.373047
	Iteration 107Q: 3 clusters Score -1.985878e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -19858876.000000 Penalty: 5936.373047
	Iteration 108Q: 3 clusters Score -1.985888e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -19858846.000000 Penalty: 5936.373047
	Iteration 109Q: 3 clusters Score -1.985885e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -19858936.000000 Penalty: 5936.373047
	Iteration 110Q: 3 clusters Score -1.985894e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127491 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -19858946.000000 Penalty: 5936.373047
	Iteration 111Q: 3 clusters Score -1.985895e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -19858950.000000 Penalty: 5936.373047
	Iteration 112Q: 3 clusters Score -1.985895e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128189 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -19859010.000000 Penalty: 5936.373047
	Iteration 113Q: 3 clusters Score -1.985901e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -19859108.000000 Penalty: 5936.373047
	Iteration 114Q: 3 clusters Score -1.985911e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -19859130.000000 Penalty: 5936.373047
	Iteration 115Q: 3 clusters Score -1.985913e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -19859186.000000 Penalty: 5936.373047
	Iteration 116Q: 3 clusters Score -1.985919e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -19859262.000000 Penalty: 5936.373047
	Iteration 117Q: 3 clusters Score -1.985926e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -19859226.000000 Penalty: 5936.373047
	Iteration 118Q: 3 clusters Score -1.985923e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130337 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -19859190.000000 Penalty: 5936.373047
	Iteration 119Q: 3 clusters Score -1.985919e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130665 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -19859244.000000 Penalty: 5936.373047
	Iteration 120F: 3 clusters Score -1.985924e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -19859296.000000 Penalty: 5936.373047
	Iteration 121Q: 3 clusters Score -1.98593e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131297 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -19859332.000000 Penalty: 5936.373047
	Iteration 122Q: 3 clusters Score -1.985933e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131622 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -19859390.000000 Penalty: 5936.373047
	Iteration 123Q: 3 clusters Score -1.985939e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -19859370.000000 Penalty: 5936.373047
	Iteration 124Q: 3 clusters Score -1.985937e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132267 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -19859432.000000 Penalty: 5936.373047
	Iteration 125Q: 3 clusters Score -1.985943e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132571 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -19859448.000000 Penalty: 5936.373047
	Iteration 126Q: 3 clusters Score -1.985945e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132884 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -19859466.000000 Penalty: 5936.373047
	Iteration 127Q: 3 clusters Score -1.985947e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -19859462.000000 Penalty: 5936.373047
	Iteration 128Q: 3 clusters Score -1.985946e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -19859478.000000 Penalty: 5936.373047
	Iteration 129Q: 3 clusters Score -1.985948e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133761 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -19859590.000000 Penalty: 5936.373047
	Iteration 130Q: 3 clusters Score -1.985959e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134057 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -19859602.000000 Penalty: 5936.373047
	Iteration 131Q: 3 clusters Score -1.98596e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -19859578.000000 Penalty: 5936.373047
	Iteration 132Q: 3 clusters Score -1.985958e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -19859584.000000 Penalty: 5936.373047
	Iteration 133Q: 3 clusters Score -1.985958e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -19859590.000000 Penalty: 5936.373047
	Iteration 134Q: 3 clusters Score -1.985959e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -19859636.000000 Penalty: 5936.373047
	Iteration 135Q: 3 clusters Score -1.985964e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135404 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -19859602.000000 Penalty: 5936.373047
	Iteration 136Q: 3 clusters Score -1.98596e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135673 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -19859614.000000 Penalty: 5936.373047
	Iteration 137Q: 3 clusters Score -1.985961e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135920 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -19859660.000000 Penalty: 5936.373047
	Iteration 138Q: 3 clusters Score -1.985966e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -19859678.000000 Penalty: 5936.373047
	Iteration 139Q: 3 clusters Score -1.985968e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136339 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -19859664.000000 Penalty: 5936.373047
	Iteration 140F: 3 clusters Score -1.985966e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -19859698.000000 Penalty: 5936.373047
	Iteration 141Q: 3 clusters Score -1.98597e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136723 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -19859666.000000 Penalty: 5936.373047
	Iteration 142Q: 3 clusters Score -1.985967e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -19859660.000000 Penalty: 5936.373047
	Iteration 143Q: 3 clusters Score -1.985966e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -19859664.000000 Penalty: 5936.373047
	Iteration 144Q: 3 clusters Score -1.985966e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -19859700.000000 Penalty: 5936.373047
	Iteration 145Q: 3 clusters Score -1.98597e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -19859742.000000 Penalty: 5936.373047
	Iteration 146Q: 3 clusters Score -1.985974e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137608 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -19859784.000000 Penalty: 5936.373047
	Iteration 147Q: 3 clusters Score -1.985978e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137768 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -19859758.000000 Penalty: 5936.373047
	Iteration 148Q: 3 clusters Score -1.985976e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137927 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -19859764.000000 Penalty: 5936.373047
	Iteration 149Q: 3 clusters Score -1.985976e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -19859790.000000 Penalty: 5936.373047
	Iteration 150Q: 3 clusters Score -1.985979e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -19859768.000000 Penalty: 5936.373047
	Iteration 151Q: 3 clusters Score -1.985977e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -19859818.000000 Penalty: 5936.373047
	Iteration 152Q: 3 clusters Score -1.985982e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -19859856.000000 Penalty: 5936.373047
	Iteration 153Q: 3 clusters Score -1.985986e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -19859880.000000 Penalty: 5936.373047
	Iteration 154Q: 3 clusters Score -1.985988e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138953 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -19859886.000000 Penalty: 5936.373047
	Iteration 155Q: 3 clusters Score -1.985989e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -19859890.000000 Penalty: 5936.373047
	Iteration 156Q: 3 clusters Score -1.985989e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139254 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -19859920.000000 Penalty: 5936.373047
	Iteration 157Q: 3 clusters Score -1.985992e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139401 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -19859916.000000 Penalty: 5936.373047
	Iteration 158Q: 3 clusters Score -1.985992e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -19859936.000000 Penalty: 5936.373047
	Iteration 159Q: 3 clusters Score -1.985994e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139671 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -19859946.000000 Penalty: 5936.373047
	Iteration 160F: 3 clusters Score -1.985995e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139813 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -19859982.000000 Penalty: 5936.373047
	Iteration 161Q: 3 clusters Score -1.985998e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -19860022.000000 Penalty: 5936.373047
	Iteration 162Q: 3 clusters Score -1.986002e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140100 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -19860010.000000 Penalty: 5936.373047
	Iteration 163Q: 3 clusters Score -1.986001e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140252 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -19860028.000000 Penalty: 5936.373047
	Iteration 164Q: 3 clusters Score -1.986003e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -19859996.000000 Penalty: 5936.373047
	Iteration 165Q: 3 clusters Score -1.986e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -19860030.000000 Penalty: 5936.373047
	Iteration 166Q: 3 clusters Score -1.986003e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -19860040.000000 Penalty: 5936.373047
	Iteration 167Q: 3 clusters Score -1.986004e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140847 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -19860088.000000 Penalty: 5936.373047
	Iteration 168Q: 3 clusters Score -1.986009e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -19860098.000000 Penalty: 5936.373047
	Iteration 169Q: 3 clusters Score -1.98601e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141084 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -19860108.000000 Penalty: 5936.373047
	Iteration 170Q: 3 clusters Score -1.986011e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -19860136.000000 Penalty: 5936.373047
	Iteration 171Q: 3 clusters Score -1.986014e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -19860132.000000 Penalty: 5936.373047
	Iteration 172Q: 3 clusters Score -1.986013e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141384 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -19860146.000000 Penalty: 5936.373047
	Iteration 173Q: 3 clusters Score -1.986015e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141474 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -19860172.000000 Penalty: 5936.373047
	Iteration 174Q: 3 clusters Score -1.986017e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -19860198.000000 Penalty: 5936.373047
	Iteration 175Q: 3 clusters Score -1.98602e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -19860224.000000 Penalty: 5936.373047
	Iteration 176Q: 3 clusters Score -1.986022e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -19860200.000000 Penalty: 5936.373047
	Iteration 177Q: 3 clusters Score -1.98602e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -19860236.000000 Penalty: 5936.373047
	Iteration 178Q: 3 clusters Score -1.986024e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142004 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -19860210.000000 Penalty: 5936.373047
	Iteration 179Q: 3 clusters Score -1.986021e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -19860216.000000 Penalty: 5936.373047
	Iteration 180F: 3 clusters Score -1.986022e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142178 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -19860238.000000 Penalty: 5936.373047
	Iteration 181Q: 3 clusters Score -1.986024e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -19860222.000000 Penalty: 5936.373047
	Iteration 182Q: 3 clusters Score -1.986022e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -19860206.000000 Penalty: 5936.373047
	Iteration 183Q: 3 clusters Score -1.986021e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -19860196.000000 Penalty: 5936.373047
	Iteration 184Q: 3 clusters Score -1.98602e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -19860188.000000 Penalty: 5936.373047
	Iteration 185Q: 3 clusters Score -1.986019e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142586 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -19860188.000000 Penalty: 5936.373047
	Iteration 186Q: 3 clusters Score -1.986019e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -19860228.000000 Penalty: 5936.373047
	Iteration 187Q: 3 clusters Score -1.986023e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -19860230.000000 Penalty: 5936.373047
	Iteration 188Q: 3 clusters Score -1.986023e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142826 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -19860244.000000 Penalty: 5936.373047
	Iteration 189Q: 3 clusters Score -1.986024e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -19860258.000000 Penalty: 5936.373047
	Iteration 190Q: 3 clusters Score -1.986026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -19860244.000000 Penalty: 5936.373047
	Iteration 191Q: 3 clusters Score -1.986024e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143027 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -19860234.000000 Penalty: 5936.373047
	Iteration 192Q: 3 clusters Score -1.986023e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -19860238.000000 Penalty: 5936.373047
	Iteration 193Q: 3 clusters Score -1.986024e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143120 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -19860244.000000 Penalty: 5936.373047
	Iteration 194Q: 3 clusters Score -1.986024e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -19860250.000000 Penalty: 5936.373047
	Iteration 195Q: 3 clusters Score -1.986025e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -19860236.000000 Penalty: 5936.373047
	Iteration 196Q: 3 clusters Score -1.986024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -19860238.000000 Penalty: 5936.373047
	Iteration 197Q: 3 clusters Score -1.986024e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -19860268.000000 Penalty: 5936.373047
	Iteration 198Q: 3 clusters Score -1.986027e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143405 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -19860246.000000 Penalty: 5936.373047
	Iteration 199Q: 3 clusters Score -1.986025e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -19860248.000000 Penalty: 5936.373047
	Iteration 200F: 3 clusters Score -1.986025e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -19860276.000000 Penalty: 5936.373047
	Iteration 201Q: 3 clusters Score -1.986028e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -19860270.000000 Penalty: 5936.373047
	Iteration 202Q: 3 clusters Score -1.986027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -19860280.000000 Penalty: 5936.373047
	Iteration 203Q: 3 clusters Score -1.986028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -19860280.000000 Penalty: 5936.373047
	Iteration 204Q: 3 clusters Score -1.986028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -19860282.000000 Penalty: 5936.373047
	Iteration 205Q: 3 clusters Score -1.986028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -19860290.000000 Penalty: 5936.373047
	Iteration 206Q: 3 clusters Score -1.986029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143799 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -19860318.000000 Penalty: 5936.373047
	Iteration 207Q: 3 clusters Score -1.986032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -19860292.000000 Penalty: 5936.373047
	Iteration 208Q: 3 clusters Score -1.986029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -19860294.000000 Penalty: 5936.373047
	Iteration 209Q: 3 clusters Score -1.986029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143912 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -19860306.000000 Penalty: 5936.373047
	Iteration 210Q: 3 clusters Score -1.986031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -19860304.000000 Penalty: 5936.373047
	Iteration 211Q: 3 clusters Score -1.98603e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -19860320.000000 Penalty: 5936.373047
	Iteration 212Q: 3 clusters Score -1.986032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -19860350.000000 Penalty: 5936.373047
	Iteration 213Q: 3 clusters Score -1.986035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -19860316.000000 Penalty: 5936.373047
	Iteration 214Q: 3 clusters Score -1.986032e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -19860322.000000 Penalty: 5936.373047
	Iteration 215Q: 3 clusters Score -1.986032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144201 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -19860344.000000 Penalty: 5936.373047
	Iteration 216Q: 3 clusters Score -1.986034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -19860346.000000 Penalty: 5936.373047
	Iteration 217Q: 3 clusters Score -1.986035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -19860360.000000 Penalty: 5936.373047
	Iteration 218Q: 3 clusters Score -1.986036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -19860360.000000 Penalty: 5936.373047
	Iteration 219Q: 3 clusters Score -1.986036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144305 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -19860344.000000 Penalty: 5936.373047
	Iteration 220F: 3 clusters Score -1.986034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144320 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -19860338.000000 Penalty: 5936.373047
	Iteration 221Q: 3 clusters Score -1.986034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -19860340.000000 Penalty: 5936.373047
	Iteration 222Q: 3 clusters Score -1.986034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -19860344.000000 Penalty: 5936.373047
	Iteration 223Q: 3 clusters Score -1.986034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -19860338.000000 Penalty: 5936.373047
	Iteration 224Q: 3 clusters Score -1.986034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144394 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -19860334.000000 Penalty: 5936.373047
	Iteration 225Q: 3 clusters Score -1.986033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144420 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -19860344.000000 Penalty: 5936.373047
	Iteration 226Q: 3 clusters Score -1.986034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -19860356.000000 Penalty: 5936.373047
	Iteration 227Q: 3 clusters Score -1.986036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -19860356.000000 Penalty: 5936.373047
	Iteration 228Q: 3 clusters Score -1.986036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -19860356.000000 Penalty: 5936.373047
	Iteration 229Q: 3 clusters Score -1.986036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144530 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -19860370.000000 Penalty: 5936.373047
	Iteration 230Q: 3 clusters Score -1.986037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -19860356.000000 Penalty: 5936.373047
	Iteration 231Q: 3 clusters Score -1.986036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -19860356.000000 Penalty: 5936.373047
	Iteration 232Q: 3 clusters Score -1.986036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144598 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -19860336.000000 Penalty: 5936.373047
	Iteration 233Q: 3 clusters Score -1.986034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144621 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -19860346.000000 Penalty: 5936.373047
	Iteration 234Q: 3 clusters Score -1.986035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -19860336.000000 Penalty: 5936.373047
	Iteration 235Q: 3 clusters Score -1.986034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -19860348.000000 Penalty: 5936.373047
	Iteration 236Q: 3 clusters Score -1.986035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -19860340.000000 Penalty: 5936.373047
	Iteration 237Q: 3 clusters Score -1.986034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -19860334.000000 Penalty: 5936.373047
	Iteration 238Q: 3 clusters Score -1.986033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -19860342.000000 Penalty: 5936.373047
	Iteration 239Q: 3 clusters Score -1.986034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -19860346.000000 Penalty: 5936.373047
	Iteration 240F: 3 clusters Score -1.986035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -19860350.000000 Penalty: 5936.373047
	Iteration 241Q: 3 clusters Score -1.986035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -19860348.000000 Penalty: 5936.373047
	Iteration 242Q: 3 clusters Score -1.986035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -19860352.000000 Penalty: 5936.373047
	Iteration 243Q: 3 clusters Score -1.986035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -19860336.000000 Penalty: 5936.373047
	Iteration 244Q: 3 clusters Score -1.986034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144791 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -19860346.000000 Penalty: 5936.373047
	Iteration 245Q: 3 clusters Score -1.986035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -19860354.000000 Penalty: 5936.373047
	Iteration 246Q: 3 clusters Score -1.986035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -19860358.000000 Penalty: 5936.373047
	Iteration 247Q: 3 clusters Score -1.986036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -19860364.000000 Penalty: 5936.373047
	Iteration 248Q: 3 clusters Score -1.986036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -19860362.000000 Penalty: 5936.373047
	Iteration 249Q: 3 clusters Score -1.986036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -19860368.000000 Penalty: 5936.373047
	Iteration 250Q: 3 clusters Score -1.986037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144856 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -19860370.000000 Penalty: 5936.373047
	Iteration 251Q: 3 clusters Score -1.986037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144860 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -19860384.000000 Penalty: 5936.373047
	Iteration 252Q: 3 clusters Score -1.986038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -19860368.000000 Penalty: 5936.373047
	Iteration 253Q: 3 clusters Score -1.986037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -19860370.000000 Penalty: 5936.373047
	Iteration 254Q: 3 clusters Score -1.986037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -19860374.000000 Penalty: 5936.373047
	Iteration 255Q: 3 clusters Score -1.986037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144868 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -19860372.000000 Penalty: 5936.373047
	Iteration 256Q: 3 clusters Score -1.986037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144868 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -19860372.000000 Penalty: 5936.373047
	Iteration 257F: 3 clusters Score -1.986037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158963 members 
Mstep: Class 3 contains 43303 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 4236 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 152679 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169768 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760424.000000 Penalty: 84699.109375
Iteration 359Q: 26 clusters Score -1.057604e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159063 members 
Mstep: Class 3 contains 43291 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14637 members 
Mstep: Class 8 contains 7962 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17113 members 
Mstep: Class 12 contains 152655 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169767 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 11852 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 77116 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760368.000000 Penalty: 84699.109375
Iteration 360F: 26 clusters Score -1.057604e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159138 members 
Mstep: Class 3 contains 43294 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14646 members 
Mstep: Class 8 contains 7950 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 17122 members 
Mstep: Class 12 contains 152630 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169770 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11857 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77116 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760440.000000 Penalty: 84699.109375
Iteration 361Q: 26 clusters Score -1.057604e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159213 members 
Mstep: Class 3 contains 43305 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14657 members 
Mstep: Class 8 contains 7944 members 
Mstep: Class 9 contains 4185 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 152592 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169763 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11867 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77112 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 157533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760376.000000 Penalty: 84699.109375
Iteration 362Q: 26 clusters Score -1.057604e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159232 members 
Mstep: Class 3 contains 43323 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14675 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 152581 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169780 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11873 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77111 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 157482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760560.000000 Penalty: 84699.109375
Iteration 363Q: 26 clusters Score -1.057606e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159277 members 
Mstep: Class 3 contains 43335 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14686 members 
Mstep: Class 8 contains 7945 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 152542 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169798 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77115 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 157431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760616.000000 Penalty: 84699.109375
Iteration 364Q: 26 clusters Score -1.057606e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159301 members 
Mstep: Class 3 contains 43359 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14689 members 
Mstep: Class 8 contains 7942 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 152518 members 
Mstep: Class 13 contains 3248 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169815 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77120 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 157397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760680.000000 Penalty: 84699.109375
Iteration 365Q: 26 clusters Score -1.057607e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159346 members 
Mstep: Class 3 contains 43399 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 152470 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169813 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77128 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 157366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760776.000000 Penalty: 84699.109375
Iteration 366Q: 26 clusters Score -1.057608e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159403 members 
Mstep: Class 3 contains 43448 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 152413 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169820 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77135 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 157319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760808.000000 Penalty: 84699.109375
Iteration 367Q: 26 clusters Score -1.057608e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159460 members 
Mstep: Class 3 contains 43504 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14688 members 
Mstep: Class 8 contains 7938 members 
Mstep: Class 9 contains 4082 members 
Mstep: Class 10 contains 11117 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 152357 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169843 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 11881 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77128 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 157261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760704.000000 Penalty: 84699.109375
Iteration 368Q: 26 clusters Score -1.057607e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159537 members 
Mstep: Class 3 contains 43541 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 7936 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 152289 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169843 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 11886 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77130 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 157212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760768.000000 Penalty: 84699.109375
Iteration 369Q: 26 clusters Score -1.057608e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159636 members 
Mstep: Class 3 contains 43569 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14688 members 
Mstep: Class 8 contains 7933 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 17204 members 
Mstep: Class 12 contains 152207 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169831 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 11896 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77138 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 157159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105760800.000000 Penalty: 84699.109375
Iteration 370Q: 26 clusters Score -1.057608e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159736 members 
Mstep: Class 3 contains 43603 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 4037 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 17221 members 
Mstep: Class 12 contains 152118 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169826 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 11896 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77140 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 157109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761144.000000 Penalty: 84699.109375
Iteration 371Q: 26 clusters Score -1.057611e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159847 members 
Mstep: Class 3 contains 43641 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14702 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 4022 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 17231 members 
Mstep: Class 12 contains 152028 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169819 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 8208 members 
Mstep: Class 19 contains 11901 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77145 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 157044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761320.000000 Penalty: 84699.109375
Iteration 372Q: 26 clusters Score -1.057613e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159968 members 
Mstep: Class 3 contains 43673 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 7926 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 17247 members 
Mstep: Class 12 contains 151937 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169810 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 8208 members 
Mstep: Class 19 contains 11904 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77149 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761440.000000 Penalty: 84699.109375
Iteration 373Q: 26 clusters Score -1.057614e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160072 members 
Mstep: Class 3 contains 43712 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 17259 members 
Mstep: Class 12 contains 151856 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169800 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 11908 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77154 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761368.000000 Penalty: 84699.109375
Iteration 374Q: 26 clusters Score -1.057614e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160166 members 
Mstep: Class 3 contains 43767 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14713 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 11 contains 17278 members 
Mstep: Class 12 contains 151757 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169792 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 11909 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77159 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761152.000000 Penalty: 84699.109375
Iteration 375Q: 26 clusters Score -1.057612e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160225 members 
Mstep: Class 3 contains 43819 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14707 members 
Mstep: Class 8 contains 7915 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 151650 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169812 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 11918 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77167 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761400.000000 Penalty: 84699.109375
Iteration 376Q: 26 clusters Score -1.057614e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160273 members 
Mstep: Class 3 contains 43868 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14711 members 
Mstep: Class 8 contains 7911 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 11130 members 
Mstep: Class 11 contains 17288 members 
Mstep: Class 12 contains 151551 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169828 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77172 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761144.000000 Penalty: 84699.109375
Iteration 377Q: 26 clusters Score -1.057611e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160337 members 
Mstep: Class 3 contains 43915 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14708 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 3906 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 151431 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169864 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77177 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761288.000000 Penalty: 84699.109375
Iteration 378Q: 26 clusters Score -1.057613e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160401 members 
Mstep: Class 3 contains 43949 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 17314 members 
Mstep: Class 12 contains 151336 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169874 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 8210 members 
Mstep: Class 19 contains 11938 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77179 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761280.000000 Penalty: 84699.109375
Iteration 379Q: 26 clusters Score -1.057613e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160469 members 
Mstep: Class 3 contains 43977 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14729 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 17339 members 
Mstep: Class 12 contains 151239 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169874 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 8213 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77181 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761240.000000 Penalty: 84699.109375
Iteration 380F: 26 clusters Score -1.057612e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160519 members 
Mstep: Class 3 contains 44025 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 3853 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 151133 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169891 members 
Mstep: Class 17 contains 9564 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77188 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761248.000000 Penalty: 84699.109375
Iteration 381Q: 26 clusters Score -1.057612e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160559 members 
Mstep: Class 3 contains 44093 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14739 members 
Mstep: Class 8 contains 7899 members 
Mstep: Class 9 contains 3847 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 17371 members 
Mstep: Class 12 contains 151025 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169939 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77187 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761192.000000 Penalty: 84699.109375
Iteration 382Q: 26 clusters Score -1.057612e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160613 members 
Mstep: Class 3 contains 44177 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14741 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 150904 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 169971 members 
Mstep: Class 17 contains 9569 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77189 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761424.000000 Penalty: 84699.109375
Iteration 383Q: 26 clusters Score -1.057614e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160661 members 
Mstep: Class 3 contains 44265 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 3840 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 150795 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 170006 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77173 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761440.000000 Penalty: 84699.109375
Iteration 384Q: 26 clusters Score -1.057614e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160713 members 
Mstep: Class 3 contains 44329 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14741 members 
Mstep: Class 8 contains 7914 members 
Mstep: Class 9 contains 3836 members 
Mstep: Class 10 contains 11118 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 150689 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 170022 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 11966 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 77164 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761464.000000 Penalty: 84699.109375
Iteration 385Q: 26 clusters Score -1.057615e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160788 members 
Mstep: Class 3 contains 44404 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 17431 members 
Mstep: Class 12 contains 150577 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 170013 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 11976 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77167 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761616.000000 Penalty: 84699.109375
Iteration 386Q: 26 clusters Score -1.057616e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160841 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 7930 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17447 members 
Mstep: Class 12 contains 150487 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 170002 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 8224 members 
Mstep: Class 19 contains 11981 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761576.000000 Penalty: 84699.109375
Iteration 387Q: 26 clusters Score -1.057616e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160879 members 
Mstep: Class 3 contains 44546 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 7935 members 
Mstep: Class 9 contains 3828 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 17455 members 
Mstep: Class 12 contains 150438 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 169977 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 11985 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77171 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761576.000000 Penalty: 84699.109375
Iteration 388Q: 26 clusters Score -1.057616e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160934 members 
Mstep: Class 3 contains 44619 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14743 members 
Mstep: Class 8 contains 7931 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 17467 members 
Mstep: Class 12 contains 150390 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 169944 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 11991 members 
Mstep: Class 20 contains 2319 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77174 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761416.000000 Penalty: 84699.109375
Iteration 389Q: 26 clusters Score -1.057614e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161004 members 
Mstep: Class 3 contains 44684 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14744 members 
Mstep: Class 8 contains 7927 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 17476 members 
Mstep: Class 12 contains 150329 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 169921 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77179 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761528.000000 Penalty: 84699.109375
Iteration 390Q: 26 clusters Score -1.057615e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161074 members 
Mstep: Class 3 contains 44754 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 7918 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 11087 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 150254 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169934 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77171 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761640.000000 Penalty: 84699.109375
Iteration 391Q: 26 clusters Score -1.057616e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161112 members 
Mstep: Class 3 contains 44828 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14727 members 
Mstep: Class 8 contains 7913 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 11073 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 150224 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169926 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 8233 members 
Mstep: Class 19 contains 11996 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 77168 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761512.000000 Penalty: 84699.109375
Iteration 392Q: 26 clusters Score -1.057615e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161135 members 
Mstep: Class 3 contains 44885 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 7908 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 17506 members 
Mstep: Class 12 contains 150225 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169917 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 77169 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761480.000000 Penalty: 84699.109375
Iteration 393Q: 26 clusters Score -1.057615e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161136 members 
Mstep: Class 3 contains 44931 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14718 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 11057 members 
Mstep: Class 11 contains 17513 members 
Mstep: Class 12 contains 150217 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169894 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 8236 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77170 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761520.000000 Penalty: 84699.109375
Iteration 394Q: 26 clusters Score -1.057615e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161155 members 
Mstep: Class 3 contains 44965 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14711 members 
Mstep: Class 8 contains 7913 members 
Mstep: Class 9 contains 3820 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 17528 members 
Mstep: Class 12 contains 150198 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169876 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 8240 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77149 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761744.000000 Penalty: 84699.109375
Iteration 395Q: 26 clusters Score -1.057617e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161172 members 
Mstep: Class 3 contains 44978 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14712 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 11036 members 
Mstep: Class 11 contains 17552 members 
Mstep: Class 12 contains 150192 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169844 members 
Mstep: Class 17 contains 9581 members 
Mstep: Class 18 contains 8243 members 
Mstep: Class 19 contains 12036 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2043 members 
Mstep: Class 22 contains 77143 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761768.000000 Penalty: 84699.109375
Iteration 396Q: 26 clusters Score -1.057618e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161229 members 
Mstep: Class 3 contains 44992 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 7906 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 10 contains 11023 members 
Mstep: Class 11 contains 17577 members 
Mstep: Class 12 contains 150176 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169806 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 12044 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 77142 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761664.000000 Penalty: 84699.109375
Iteration 397Q: 26 clusters Score -1.057617e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161286 members 
Mstep: Class 3 contains 45005 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 3818 members 
Mstep: Class 10 contains 11006 members 
Mstep: Class 11 contains 17591 members 
Mstep: Class 12 contains 150161 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169759 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 12054 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 77138 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 156004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761648.000000 Penalty: 84699.109375
Iteration 398Q: 26 clusters Score -1.057616e+08 nChanged 655
Entering ConstructFrom: 
Score: -105761648.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 342 members 
Entering Unmasked Estep 
Score: -68060.976562 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68060.98 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68306.148438 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68306.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68459.117188 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68459.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68558.335938 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -68558.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68658.414062 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -68658.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68780.148438 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -68780.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68943.476562 Penalty: 3218.645508
	Iteration 6F: 3 clusters Score -68943.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69027.265625 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -69027.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69157.843750 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -69157.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69268.453125 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -69268.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69333.476562 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -69333.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69371.421875 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -69371.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69440.906250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -69440.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69541.476562 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69541.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69633.554688 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -69633.55 nChanged 11
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: -69680.664062 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -69680.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69695.734375 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -69695.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69704.421875 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -69704.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69708.320312 Penalty: 3218.645508
	Iteration 18F: 3 clusters Score -69708.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69712.296875 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -69712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69712.296875 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -69712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 161360 members 
Mstep: Class 3 contains 45039 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 10994 members 
Mstep: Class 11 contains 17602 members 
Mstep: Class 12 contains 150144 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169704 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77135 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155988 members 
Entering Unmasked Estep 
Score: -105760016.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105761648.000000 to -105760016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (161360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161360 members 
Entering Unmasked Estep 
Score: -20396140.000000 Penalty: 2973.865479
	Iteration 0F: 2 clusters Score -2.039614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -20290126.000000 Penalty: 5947.730957
	Iteration 0F: 3 clusters Score -2.029013e+07 nChanged 77266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -20335072.000000 Penalty: 5947.730957
	Iteration 1F: 3 clusters Score -2.033507e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -20335748.000000 Penalty: 5947.730957
	Iteration 2Q: 3 clusters Score -2.033575e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -20336578.000000 Penalty: 5947.730957
	Iteration 3Q: 3 clusters Score -2.033658e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -20337720.000000 Penalty: 5947.730957
	Iteration 4Q: 3 clusters Score -2.033772e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -20339486.000000 Penalty: 5947.730957
	Iteration 5Q: 3 clusters Score -2.033949e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -20342718.000000 Penalty: 5947.730957
	Iteration 6Q: 3 clusters Score -2.034272e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -20348142.000000 Penalty: 5947.730957
	Iteration 7F: 3 clusters Score -2.034814e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -20356678.000000 Penalty: 5947.730957
	Iteration 8F: 3 clusters Score -2.035668e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -20368018.000000 Penalty: 5947.730957
	Iteration 9F: 3 clusters Score -2.036802e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -20379706.000000 Penalty: 5947.730957
	Iteration 10F: 3 clusters Score -2.037971e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -20387746.000000 Penalty: 5947.730957
	Iteration 11F: 3 clusters Score -2.038775e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -20391444.000000 Penalty: 5947.730957
	Iteration 12Q: 3 clusters Score -2.039144e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160283 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20392808.000000 Penalty: 5947.730957
	Iteration 13Q: 3 clusters Score -2.039281e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20393188.000000 Penalty: 5947.730957
	Iteration 14Q: 3 clusters Score -2.039319e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160952 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20393370.000000 Penalty: 5947.730957
	Iteration 15Q: 3 clusters Score -2.039337e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20393452.000000 Penalty: 5947.730957
	Iteration 16Q: 3 clusters Score -2.039345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20393514.000000 Penalty: 5947.730957
	Iteration 17Q: 3 clusters Score -2.039351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20393536.000000 Penalty: 5947.730957
	Iteration 18Q: 3 clusters Score -2.039354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20393548.000000 Penalty: 5947.730957
	Iteration 19Q: 3 clusters Score -2.039355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20393574.000000 Penalty: 5947.730957
	Iteration 20F: 3 clusters Score -2.039357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20393602.000000 Penalty: 5947.730957
	Iteration 21Q: 3 clusters Score -2.03936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20393608.000000 Penalty: 5947.730957
	Iteration 22Q: 3 clusters Score -2.039361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20393628.000000 Penalty: 5947.730957
	Iteration 23Q: 3 clusters Score -2.039363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20393628.000000 Penalty: 5947.730957
	Iteration 24Q: 3 clusters Score -2.039363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20393620.000000 Penalty: 5947.730957
	Iteration 25Q: 3 clusters Score -2.039362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20393622.000000 Penalty: 5947.730957
	Iteration 26Q: 3 clusters Score -2.039362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20393622.000000 Penalty: 5947.730957
	Iteration 27F: 3 clusters Score -2.039362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Entering Unmasked Estep 
Score: -5759612.500000 Penalty: 2657.390625
	Iteration 0F: 2 clusters Score -5759612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5729344.000000 Penalty: 5314.781250
	Iteration 0F: 3 clusters Score -5729344 nChanged 20634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5740924.500000 Penalty: 5314.781250
	Iteration 1F: 3 clusters Score -5740924 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5741599.000000 Penalty: 5314.781250
	Iteration 2Q: 3 clusters Score -5741599 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5742362.000000 Penalty: 5314.781250
	Iteration 3Q: 3 clusters Score -5742362 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5743445.500000 Penalty: 5314.781250
	Iteration 4Q: 3 clusters Score -5743446 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -5745025.500000 Penalty: 5314.781250
	Iteration 5F: 3 clusters Score -5745026 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -5747531.000000 Penalty: 5314.781250
	Iteration 6F: 3 clusters Score -5747531 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -5750737.000000 Penalty: 5314.781250
	Iteration 7F: 3 clusters Score -5750737 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5753842.000000 Penalty: 5314.781250
	Iteration 8F: 3 clusters Score -5753842 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5755838.500000 Penalty: 5314.781250
	Iteration 9Q: 3 clusters Score -5755838 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5756682.000000 Penalty: 5314.781250
	Iteration 10Q: 3 clusters Score -5756682 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5757004.000000 Penalty: 5314.781250
	Iteration 11Q: 3 clusters Score -5757004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5757149.500000 Penalty: 5314.781250
	Iteration 12Q: 3 clusters Score -5757150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5757231.500000 Penalty: 5314.781250
	Iteration 13Q: 3 clusters Score -5757232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5757274.500000 Penalty: 5314.781250
	Iteration 14Q: 3 clusters Score -5757274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5757302.500000 Penalty: 5314.781250
	Iteration 15Q: 3 clusters Score -5757302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5757321.500000 Penalty: 5314.781250
	Iteration 16Q: 3 clusters Score -5757322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5757338.500000 Penalty: 5314.781250
	Iteration 17Q: 3 clusters Score -5757338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5757348.500000 Penalty: 5314.781250
	Iteration 18Q: 3 clusters Score -5757348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5757351.500000 Penalty: 5314.781250
	Iteration 19Q: 3 clusters Score -5757352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5757350.500000 Penalty: 5314.781250
	Iteration 20F: 3 clusters Score -5757350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5757353.000000 Penalty: 5314.781250
	Iteration 21Q: 3 clusters Score -5757353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5757353.000000 Penalty: 5314.781250
	Iteration 22F: 3 clusters Score -5757353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -31038.173828 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -31038.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29954.314453 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -29954.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30279.761719 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -30279.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30521.052734 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -30521.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30733.302734 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -30733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30765.476562 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -30765.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30841.873047 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -30841.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30917.685547 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -30917.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30933.017578 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -30933.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30938.148438 Penalty: 2874.844727
	Iteration 8F: 3 clusters Score -30938.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30950.642578 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -30950.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30966.177734 Penalty: 2874.844727
	Iteration 10Q: 3 clusters Score -30966.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30975.265625 Penalty: 2874.844727
	Iteration 11Q: 3 clusters Score -30975.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30991.105469 Penalty: 2874.844727
	Iteration 12Q: 3 clusters Score -30991.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30994.535156 Penalty: 2874.844727
	Iteration 13Q: 3 clusters Score -30994.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30994.535156 Penalty: 2874.844727
	Iteration 14F: 3 clusters Score -30994.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17055.892578 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17055.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17107.427734 Penalty: 2589.296631
	Iteration 1Q: 3 clusters Score -17107.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17128.771484 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17128.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17131.699219 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17131.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17131.699219 Penalty: 2589.296631
	Iteration 4F: 3 clusters Score -17131.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 358 members 
Entering Unmasked Estep 
Score: -78125.601562 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78125.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78492.703125 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78492.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78647.625000 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78647.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78769.414062 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -78769.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78863.335938 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78863.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78957.765625 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78957.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78997.281250 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78997.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79023.968750 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -79023.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79060.640625 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -79060.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79109.429688 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -79109.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79134.882812 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -79134.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79171.718750 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -79171.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79188.031250 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -79188.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79219.976562 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -79219.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79238.710938 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -79238.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79263.328125 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -79263.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79335.484375 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -79335.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79411.546875 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -79411.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79442.851562 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -79442.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79442.851562 Penalty: 3261.237549
	Iteration 19F: 3 clusters Score -79442.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Entering Unmasked Estep 
Score: -1856991.500000 Penalty: 2379.337891
	Iteration 0F: 2 clusters Score -1856992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1846436.125000 Penalty: 4758.675781
	Iteration 0F: 3 clusters Score -1846436 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1849665.625000 Penalty: 4758.675781
	Iteration 1F: 3 clusters Score -1849666 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1850027.500000 Penalty: 4758.675781
	Iteration 2F: 3 clusters Score -1850028 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1850293.750000 Penalty: 4758.675781
	Iteration 3Q: 3 clusters Score -1850294 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1850492.375000 Penalty: 4758.675781
	Iteration 4Q: 3 clusters Score -1850492 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1850680.500000 Penalty: 4758.675781
	Iteration 5Q: 3 clusters Score -1850680 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1850831.125000 Penalty: 4758.675781
	Iteration 6Q: 3 clusters Score -1850831 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1850943.625000 Penalty: 4758.675781
	Iteration 7Q: 3 clusters Score -1850944 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1851061.125000 Penalty: 4758.675781
	Iteration 8Q: 3 clusters Score -1851061 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1851182.375000 Penalty: 4758.675781
	Iteration 9Q: 3 clusters Score -1851182 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1851313.375000 Penalty: 4758.675781
	Iteration 10Q: 3 clusters Score -1851313 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1851435.250000 Penalty: 4758.675781
	Iteration 11Q: 3 clusters Score -1851435 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1851566.875000 Penalty: 4758.675781
	Iteration 12Q: 3 clusters Score -1851567 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1851701.375000 Penalty: 4758.675781
	Iteration 13Q: 3 clusters Score -1851701 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1851867.375000 Penalty: 4758.675781
	Iteration 14Q: 3 clusters Score -1851867 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1852066.250000 Penalty: 4758.675781
	Iteration 15Q: 3 clusters Score -1852066 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1852295.250000 Penalty: 4758.675781
	Iteration 16Q: 3 clusters Score -1852295 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1852515.875000 Penalty: 4758.675781
	Iteration 17Q: 3 clusters Score -1852516 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1852781.625000 Penalty: 4758.675781
	Iteration 18Q: 3 clusters Score -1852782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1853039.250000 Penalty: 4758.675781
	Iteration 19Q: 3 clusters Score -1853039 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1853242.000000 Penalty: 4758.675781
	Iteration 20F: 3 clusters Score -1853242 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1853411.375000 Penalty: 4758.675781
	Iteration 21Q: 3 clusters Score -1853411 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1853537.000000 Penalty: 4758.675781
	Iteration 22Q: 3 clusters Score -1853537 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1853655.500000 Penalty: 4758.675781
	Iteration 23Q: 3 clusters Score -1853656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1853752.875000 Penalty: 4758.675781
	Iteration 24Q: 3 clusters Score -1853753 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1853859.875000 Penalty: 4758.675781
	Iteration 25Q: 3 clusters Score -1853860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1853962.625000 Penalty: 4758.675781
	Iteration 26Q: 3 clusters Score -1853963 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1854063.750000 Penalty: 4758.675781
	Iteration 27Q: 3 clusters Score -1854064 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1854170.625000 Penalty: 4758.675781
	Iteration 28Q: 3 clusters Score -1854171 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1854294.500000 Penalty: 4758.675781
	Iteration 29Q: 3 clusters Score -1854294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1854411.250000 Penalty: 4758.675781
	Iteration 30Q: 3 clusters Score -1854411 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1854482.000000 Penalty: 4758.675781
	Iteration 31Q: 3 clusters Score -1854482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1854548.000000 Penalty: 4758.675781
	Iteration 32Q: 3 clusters Score -1854548 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1854596.750000 Penalty: 4758.675781
	Iteration 33Q: 3 clusters Score -1854597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1854646.375000 Penalty: 4758.675781
	Iteration 34Q: 3 clusters Score -1854646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1854673.625000 Penalty: 4758.675781
	Iteration 35Q: 3 clusters Score -1854674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1854693.125000 Penalty: 4758.675781
	Iteration 36Q: 3 clusters Score -1854693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1854712.875000 Penalty: 4758.675781
	Iteration 37Q: 3 clusters Score -1854713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1854727.875000 Penalty: 4758.675781
	Iteration 38Q: 3 clusters Score -1854728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1854738.875000 Penalty: 4758.675781
	Iteration 39Q: 3 clusters Score -1854739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1854747.375000 Penalty: 4758.675781
	Iteration 40F: 3 clusters Score -1854747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1854757.750000 Penalty: 4758.675781
	Iteration 41Q: 3 clusters Score -1854758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1854767.250000 Penalty: 4758.675781
	Iteration 42Q: 3 clusters Score -1854767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1854780.750000 Penalty: 4758.675781
	Iteration 43Q: 3 clusters Score -1854781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1854790.000000 Penalty: 4758.675781
	Iteration 44Q: 3 clusters Score -1854790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1854799.250000 Penalty: 4758.675781
	Iteration 45Q: 3 clusters Score -1854799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1854806.500000 Penalty: 4758.675781
	Iteration 46Q: 3 clusters Score -1854806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1854815.625000 Penalty: 4758.675781
	Iteration 47Q: 3 clusters Score -1854816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1854825.750000 Penalty: 4758.675781
	Iteration 48Q: 3 clusters Score -1854826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1854836.375000 Penalty: 4758.675781
	Iteration 49Q: 3 clusters Score -1854836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1854840.875000 Penalty: 4758.675781
	Iteration 50Q: 3 clusters Score -1854841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1854856.125000 Penalty: 4758.675781
	Iteration 51Q: 3 clusters Score -1854856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1854859.750000 Penalty: 4758.675781
	Iteration 52Q: 3 clusters Score -1854860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1854863.500000 Penalty: 4758.675781
	Iteration 53Q: 3 clusters Score -1854864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1854866.875000 Penalty: 4758.675781
	Iteration 54Q: 3 clusters Score -1854867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1854870.000000 Penalty: 4758.675781
	Iteration 55Q: 3 clusters Score -1854870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1854870.000000 Penalty: 4758.675781
	Iteration 56Q: 3 clusters Score -1854870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1854874.625000 Penalty: 4758.675781
	Iteration 57Q: 3 clusters Score -1854875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1854879.625000 Penalty: 4758.675781
	Iteration 58Q: 3 clusters Score -1854880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1854881.250000 Penalty: 4758.675781
	Iteration 59Q: 3 clusters Score -1854881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1854888.250000 Penalty: 4758.675781
	Iteration 60F: 3 clusters Score -1854888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1854892.125000 Penalty: 4758.675781
	Iteration 61Q: 3 clusters Score -1854892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1854900.625000 Penalty: 4758.675781
	Iteration 62Q: 3 clusters Score -1854901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1854908.750000 Penalty: 4758.675781
	Iteration 63Q: 3 clusters Score -1854909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1854912.250000 Penalty: 4758.675781
	Iteration 64Q: 3 clusters Score -1854912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1854916.000000 Penalty: 4758.675781
	Iteration 65Q: 3 clusters Score -1854916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1854918.000000 Penalty: 4758.675781
	Iteration 66Q: 3 clusters Score -1854918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1854916.625000 Penalty: 4758.675781
	Iteration 67Q: 3 clusters Score -1854917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1854917.500000 Penalty: 4758.675781
	Iteration 68Q: 3 clusters Score -1854918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1854919.000000 Penalty: 4758.675781
	Iteration 69Q: 3 clusters Score -1854919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1854919.000000 Penalty: 4758.675781
	Iteration 70F: 3 clusters Score -1854919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Entering Unmasked Estep 
Score: -989686.687500 Penalty: 2225.830811
	Iteration 0F: 2 clusters Score -989686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -983339.937500 Penalty: 4451.661621
	Iteration 0F: 3 clusters Score -983339.9 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -984967.562500 Penalty: 4451.661621
	Iteration 1F: 3 clusters Score -984967.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -985232.687500 Penalty: 4451.661621
	Iteration 2F: 3 clusters Score -985232.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -985406.562500 Penalty: 4451.661621
	Iteration 3Q: 3 clusters Score -985406.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -985529.250000 Penalty: 4451.661621
	Iteration 4Q: 3 clusters Score -985529.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -985625.562500 Penalty: 4451.661621
	Iteration 5Q: 3 clusters Score -985625.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -985691.875000 Penalty: 4451.661621
	Iteration 6Q: 3 clusters Score -985691.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -985749.937500 Penalty: 4451.661621
	Iteration 7Q: 3 clusters Score -985749.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -985821.812500 Penalty: 4451.661621
	Iteration 8Q: 3 clusters Score -985821.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -985886.562500 Penalty: 4451.661621
	Iteration 9Q: 3 clusters Score -985886.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -985957.687500 Penalty: 4451.661621
	Iteration 10Q: 3 clusters Score -985957.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -986042.125000 Penalty: 4451.661621
	Iteration 11Q: 3 clusters Score -986042.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -986163.937500 Penalty: 4451.661621
	Iteration 12Q: 3 clusters Score -986163.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -986299.687500 Penalty: 4451.661621
	Iteration 13Q: 3 clusters Score -986299.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -986445.625000 Penalty: 4451.661621
	Iteration 14Q: 3 clusters Score -986445.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -986596.437500 Penalty: 4451.661621
	Iteration 15Q: 3 clusters Score -986596.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -986733.812500 Penalty: 4451.661621
	Iteration 16Q: 3 clusters Score -986733.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -986865.687500 Penalty: 4451.661621
	Iteration 17Q: 3 clusters Score -986865.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -987002.500000 Penalty: 4451.661621
	Iteration 18Q: 3 clusters Score -987002.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -987118.687500 Penalty: 4451.661621
	Iteration 19Q: 3 clusters Score -987118.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -987222.187500 Penalty: 4451.661621
	Iteration 20F: 3 clusters Score -987222.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -987305.312500 Penalty: 4451.661621
	Iteration 21Q: 3 clusters Score -987305.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -987363.875000 Penalty: 4451.661621
	Iteration 22Q: 3 clusters Score -987363.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -987417.375000 Penalty: 4451.661621
	Iteration 23Q: 3 clusters Score -987417.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -987457.812500 Penalty: 4451.661621
	Iteration 24Q: 3 clusters Score -987457.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -987488.562500 Penalty: 4451.661621
	Iteration 25Q: 3 clusters Score -987488.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -987526.562500 Penalty: 4451.661621
	Iteration 26Q: 3 clusters Score -987526.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -987552.750000 Penalty: 4451.661621
	Iteration 27Q: 3 clusters Score -987552.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -987581.375000 Penalty: 4451.661621
	Iteration 28Q: 3 clusters Score -987581.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -987609.437500 Penalty: 4451.661621
	Iteration 29Q: 3 clusters Score -987609.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -987630.062500 Penalty: 4451.661621
	Iteration 30Q: 3 clusters Score -987630.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -987652.375000 Penalty: 4451.661621
	Iteration 31Q: 3 clusters Score -987652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -987680.562500 Penalty: 4451.661621
	Iteration 32Q: 3 clusters Score -987680.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -987704.937500 Penalty: 4451.661621
	Iteration 33Q: 3 clusters Score -987704.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -987725.562500 Penalty: 4451.661621
	Iteration 34Q: 3 clusters Score -987725.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -987736.312500 Penalty: 4451.661621
	Iteration 35Q: 3 clusters Score -987736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -987747.937500 Penalty: 4451.661621
	Iteration 36Q: 3 clusters Score -987747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -987752.750000 Penalty: 4451.661621
	Iteration 37Q: 3 clusters Score -987752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -987754.125000 Penalty: 4451.661621
	Iteration 38Q: 3 clusters Score -987754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -987755.750000 Penalty: 4451.661621
	Iteration 39Q: 3 clusters Score -987755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -987757.625000 Penalty: 4451.661621
	Iteration 40F: 3 clusters Score -987757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -987757.875000 Penalty: 4451.661621
	Iteration 41Q: 3 clusters Score -987757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -987759.312500 Penalty: 4451.661621
	Iteration 42Q: 3 clusters Score -987759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -987759.312500 Penalty: 4451.661621
	Iteration 43F: 3 clusters Score -987759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -480168.562500 Penalty: 2045.310547
	Iteration 0F: 2 clusters Score -480168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -476423.906250 Penalty: 4090.621094
	Iteration 0F: 3 clusters Score -476423.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -477163.437500 Penalty: 4090.621094
	Iteration 1F: 3 clusters Score -477163.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -477300.906250 Penalty: 4090.621094
	Iteration 2F: 3 clusters Score -477300.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -477385.625000 Penalty: 4090.621094
	Iteration 3Q: 3 clusters Score -477385.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -477437.781250 Penalty: 4090.621094
	Iteration 4Q: 3 clusters Score -477437.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -477479.750000 Penalty: 4090.621094
	Iteration 5Q: 3 clusters Score -477479.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -477520.750000 Penalty: 4090.621094
	Iteration 6Q: 3 clusters Score -477520.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -477557.781250 Penalty: 4090.621094
	Iteration 7Q: 3 clusters Score -477557.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -477595.437500 Penalty: 4090.621094
	Iteration 8Q: 3 clusters Score -477595.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -477625.062500 Penalty: 4090.621094
	Iteration 9Q: 3 clusters Score -477625.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477643.718750 Penalty: 4090.621094
	Iteration 10Q: 3 clusters Score -477643.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -477662.500000 Penalty: 4090.621094
	Iteration 11Q: 3 clusters Score -477662.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -477680.250000 Penalty: 4090.621094
	Iteration 12Q: 3 clusters Score -477680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -477711.937500 Penalty: 4090.621094
	Iteration 13Q: 3 clusters Score -477711.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -477740.187500 Penalty: 4090.621094
	Iteration 14Q: 3 clusters Score -477740.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -477767.562500 Penalty: 4090.621094
	Iteration 15Q: 3 clusters Score -477767.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -477805.906250 Penalty: 4090.621094
	Iteration 16Q: 3 clusters Score -477805.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -477852.968750 Penalty: 4090.621094
	Iteration 17Q: 3 clusters Score -477853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -477885.750000 Penalty: 4090.621094
	Iteration 18Q: 3 clusters Score -477885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -477912.812500 Penalty: 4090.621094
	Iteration 19Q: 3 clusters Score -477912.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -477946.687500 Penalty: 4090.621094
	Iteration 20F: 3 clusters Score -477946.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -477980.250000 Penalty: 4090.621094
	Iteration 21Q: 3 clusters Score -477980.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -478026.312500 Penalty: 4090.621094
	Iteration 22Q: 3 clusters Score -478026.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -478062.968750 Penalty: 4090.621094
	Iteration 23Q: 3 clusters Score -478063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -478099.875000 Penalty: 4090.621094
	Iteration 24Q: 3 clusters Score -478099.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -478129.343750 Penalty: 4090.621094
	Iteration 25Q: 3 clusters Score -478129.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -478153.968750 Penalty: 4090.621094
	Iteration 26Q: 3 clusters Score -478154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -478172.343750 Penalty: 4090.621094
	Iteration 27Q: 3 clusters Score -478172.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -478183.000000 Penalty: 4090.621094
	Iteration 28Q: 3 clusters Score -478183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -478193.125000 Penalty: 4090.621094
	Iteration 29Q: 3 clusters Score -478193.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -478200.875000 Penalty: 4090.621094
	Iteration 30Q: 3 clusters Score -478200.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -478212.937500 Penalty: 4090.621094
	Iteration 31Q: 3 clusters Score -478212.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -478224.281250 Penalty: 4090.621094
	Iteration 32Q: 3 clusters Score -478224.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -478237.000000 Penalty: 4090.621094
	Iteration 33Q: 3 clusters Score -478237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -478248.843750 Penalty: 4090.621094
	Iteration 34Q: 3 clusters Score -478248.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -478264.468750 Penalty: 4090.621094
	Iteration 35Q: 3 clusters Score -478264.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -478275.750000 Penalty: 4090.621094
	Iteration 36Q: 3 clusters Score -478275.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -478285.343750 Penalty: 4090.621094
	Iteration 37Q: 3 clusters Score -478285.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -478298.281250 Penalty: 4090.621094
	Iteration 38Q: 3 clusters Score -478298.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -478306.187500 Penalty: 4090.621094
	Iteration 39Q: 3 clusters Score -478306.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -478310.500000 Penalty: 4090.621094
	Iteration 40F: 3 clusters Score -478310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -478317.843750 Penalty: 4090.621094
	Iteration 41Q: 3 clusters Score -478317.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -478321.000000 Penalty: 4090.621094
	Iteration 42Q: 3 clusters Score -478321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -478323.781250 Penalty: 4090.621094
	Iteration 43Q: 3 clusters Score -478323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -478325.343750 Penalty: 4090.621094
	Iteration 44Q: 3 clusters Score -478325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -478328.937500 Penalty: 4090.621094
	Iteration 45Q: 3 clusters Score -478328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -478333.062500 Penalty: 4090.621094
	Iteration 46Q: 3 clusters Score -478333.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -478338.500000 Penalty: 4090.621094
	Iteration 47Q: 3 clusters Score -478338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -478341.000000 Penalty: 4090.621094
	Iteration 48Q: 3 clusters Score -478341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -478342.562500 Penalty: 4090.621094
	Iteration 49Q: 3 clusters Score -478342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -478344.031250 Penalty: 4090.621094
	Iteration 50Q: 3 clusters Score -478344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -478343.843750 Penalty: 4090.621094
	Iteration 51Q: 3 clusters Score -478343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -478343.843750 Penalty: 4090.621094
	Iteration 52F: 3 clusters Score -478343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Entering Unmasked Estep 
Score: -1407721.875000 Penalty: 2307.666016
	Iteration 0F: 2 clusters Score -1407722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1399405.625000 Penalty: 4615.332031
	Iteration 0F: 3 clusters Score -1399406 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1401885.250000 Penalty: 4615.332031
	Iteration 1F: 3 clusters Score -1401885 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1402183.625000 Penalty: 4615.332031
	Iteration 2F: 3 clusters Score -1402184 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1402387.500000 Penalty: 4615.332031
	Iteration 3Q: 3 clusters Score -1402388 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1402569.750000 Penalty: 4615.332031
	Iteration 4Q: 3 clusters Score -1402570 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1402727.500000 Penalty: 4615.332031
	Iteration 5Q: 3 clusters Score -1402728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1402875.875000 Penalty: 4615.332031
	Iteration 6Q: 3 clusters Score -1402876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1403039.125000 Penalty: 4615.332031
	Iteration 7Q: 3 clusters Score -1403039 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1403201.125000 Penalty: 4615.332031
	Iteration 8Q: 3 clusters Score -1403201 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1403397.500000 Penalty: 4615.332031
	Iteration 9Q: 3 clusters Score -1403398 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1403604.750000 Penalty: 4615.332031
	Iteration 10Q: 3 clusters Score -1403605 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1403840.750000 Penalty: 4615.332031
	Iteration 11Q: 3 clusters Score -1403841 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1404118.500000 Penalty: 4615.332031
	Iteration 12Q: 3 clusters Score -1404118 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1404420.750000 Penalty: 4615.332031
	Iteration 13Q: 3 clusters Score -1404421 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1404706.750000 Penalty: 4615.332031
	Iteration 14Q: 3 clusters Score -1404707 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1404924.875000 Penalty: 4615.332031
	Iteration 15Q: 3 clusters Score -1404925 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1405064.125000 Penalty: 4615.332031
	Iteration 16Q: 3 clusters Score -1405064 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1405161.750000 Penalty: 4615.332031
	Iteration 17Q: 3 clusters Score -1405162 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1405235.500000 Penalty: 4615.332031
	Iteration 18Q: 3 clusters Score -1405236 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1405291.500000 Penalty: 4615.332031
	Iteration 19Q: 3 clusters Score -1405292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1405334.750000 Penalty: 4615.332031
	Iteration 20F: 3 clusters Score -1405335 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1405364.500000 Penalty: 4615.332031
	Iteration 21Q: 3 clusters Score -1405364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1405388.250000 Penalty: 4615.332031
	Iteration 22Q: 3 clusters Score -1405388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1405400.375000 Penalty: 4615.332031
	Iteration 23Q: 3 clusters Score -1405400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1405426.125000 Penalty: 4615.332031
	Iteration 24Q: 3 clusters Score -1405426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1405449.625000 Penalty: 4615.332031
	Iteration 25Q: 3 clusters Score -1405450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1405467.750000 Penalty: 4615.332031
	Iteration 26Q: 3 clusters Score -1405468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1405483.875000 Penalty: 4615.332031
	Iteration 27Q: 3 clusters Score -1405484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1405503.250000 Penalty: 4615.332031
	Iteration 28Q: 3 clusters Score -1405503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1405517.625000 Penalty: 4615.332031
	Iteration 29Q: 3 clusters Score -1405518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1405535.000000 Penalty: 4615.332031
	Iteration 30Q: 3 clusters Score -1405535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1405549.500000 Penalty: 4615.332031
	Iteration 31Q: 3 clusters Score -1405550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1405565.625000 Penalty: 4615.332031
	Iteration 32Q: 3 clusters Score -1405566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1405582.125000 Penalty: 4615.332031
	Iteration 33Q: 3 clusters Score -1405582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1405600.500000 Penalty: 4615.332031
	Iteration 34Q: 3 clusters Score -1405600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1405614.250000 Penalty: 4615.332031
	Iteration 35Q: 3 clusters Score -1405614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1405631.000000 Penalty: 4615.332031
	Iteration 36Q: 3 clusters Score -1405631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1405641.000000 Penalty: 4615.332031
	Iteration 37Q: 3 clusters Score -1405641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1405650.250000 Penalty: 4615.332031
	Iteration 38Q: 3 clusters Score -1405650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1405653.500000 Penalty: 4615.332031
	Iteration 39Q: 3 clusters Score -1405654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1405655.750000 Penalty: 4615.332031
	Iteration 40F: 3 clusters Score -1405656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1405657.000000 Penalty: 4615.332031
	Iteration 41Q: 3 clusters Score -1405657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1405656.625000 Penalty: 4615.332031
	Iteration 42Q: 3 clusters Score -1405657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1405657.375000 Penalty: 4615.332031
	Iteration 43Q: 3 clusters Score -1405657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1405660.750000 Penalty: 4615.332031
	Iteration 44Q: 3 clusters Score -1405661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1405662.250000 Penalty: 4615.332031
	Iteration 45Q: 3 clusters Score -1405662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1405663.250000 Penalty: 4615.332031
	Iteration 46Q: 3 clusters Score -1405663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1405663.625000 Penalty: 4615.332031
	Iteration 47Q: 3 clusters Score -1405664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1405669.250000 Penalty: 4615.332031
	Iteration 48Q: 3 clusters Score -1405669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1405669.875000 Penalty: 4615.332031
	Iteration 49Q: 3 clusters Score -1405670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1405672.500000 Penalty: 4615.332031
	Iteration 50Q: 3 clusters Score -1405672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1405674.625000 Penalty: 4615.332031
	Iteration 51Q: 3 clusters Score -1405675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1405675.375000 Penalty: 4615.332031
	Iteration 52Q: 3 clusters Score -1405675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1405677.375000 Penalty: 4615.332031
	Iteration 53Q: 3 clusters Score -1405677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1405679.000000 Penalty: 4615.332031
	Iteration 54Q: 3 clusters Score -1405679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1405680.125000 Penalty: 4615.332031
	Iteration 55Q: 3 clusters Score -1405680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1405683.000000 Penalty: 4615.332031
	Iteration 56Q: 3 clusters Score -1405683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1405683.625000 Penalty: 4615.332031
	Iteration 57Q: 3 clusters Score -1405684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1405686.125000 Penalty: 4615.332031
	Iteration 58Q: 3 clusters Score -1405686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1405687.625000 Penalty: 4615.332031
	Iteration 59Q: 3 clusters Score -1405688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1405687.000000 Penalty: 4615.332031
	Iteration 60F: 3 clusters Score -1405687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1405690.750000 Penalty: 4615.332031
	Iteration 61Q: 3 clusters Score -1405691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1405691.625000 Penalty: 4615.332031
	Iteration 62Q: 3 clusters Score -1405692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1405694.625000 Penalty: 4615.332031
	Iteration 63Q: 3 clusters Score -1405695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1405695.625000 Penalty: 4615.332031
	Iteration 64Q: 3 clusters Score -1405696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1405695.375000 Penalty: 4615.332031
	Iteration 65Q: 3 clusters Score -1405695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1405696.125000 Penalty: 4615.332031
	Iteration 66Q: 3 clusters Score -1405696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1405696.125000 Penalty: 4615.332031
	Iteration 67F: 3 clusters Score -1405696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Entering Unmasked Estep 
Score: -2219652.750000 Penalty: 2424.390625
	Iteration 0F: 2 clusters Score -2219653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2207144.500000 Penalty: 4848.781250
	Iteration 0F: 3 clusters Score -2207144 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2211330.000000 Penalty: 4848.781250
	Iteration 1F: 3 clusters Score -2211330 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2211723.250000 Penalty: 4848.781250
	Iteration 2F: 3 clusters Score -2211723 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2212062.250000 Penalty: 4848.781250
	Iteration 3Q: 3 clusters Score -2212062 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2212457.750000 Penalty: 4848.781250
	Iteration 4Q: 3 clusters Score -2212458 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2212946.750000 Penalty: 4848.781250
	Iteration 5Q: 3 clusters Score -2212947 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2213505.250000 Penalty: 4848.781250
	Iteration 6Q: 3 clusters Score -2213505 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2214250.250000 Penalty: 4848.781250
	Iteration 7F: 3 clusters Score -2214250 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2215089.250000 Penalty: 4848.781250
	Iteration 8F: 3 clusters Score -2215089 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2215915.250000 Penalty: 4848.781250
	Iteration 9F: 3 clusters Score -2215915 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2216592.750000 Penalty: 4848.781250
	Iteration 10F: 3 clusters Score -2216593 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2217019.000000 Penalty: 4848.781250
	Iteration 11Q: 3 clusters Score -2217019 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2217304.500000 Penalty: 4848.781250
	Iteration 12Q: 3 clusters Score -2217304 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2217490.500000 Penalty: 4848.781250
	Iteration 13Q: 3 clusters Score -2217490 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2217643.500000 Penalty: 4848.781250
	Iteration 14Q: 3 clusters Score -2217644 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2217813.750000 Penalty: 4848.781250
	Iteration 15Q: 3 clusters Score -2217814 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2217989.500000 Penalty: 4848.781250
	Iteration 16Q: 3 clusters Score -2217990 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2218138.500000 Penalty: 4848.781250
	Iteration 17Q: 3 clusters Score -2218138 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2218262.250000 Penalty: 4848.781250
	Iteration 18Q: 3 clusters Score -2218262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2218333.500000 Penalty: 4848.781250
	Iteration 19Q: 3 clusters Score -2218334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2218383.000000 Penalty: 4848.781250
	Iteration 20F: 3 clusters Score -2218383 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2218417.000000 Penalty: 4848.781250
	Iteration 21Q: 3 clusters Score -2218417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2218439.250000 Penalty: 4848.781250
	Iteration 22Q: 3 clusters Score -2218439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2218440.250000 Penalty: 4848.781250
	Iteration 23Q: 3 clusters Score -2218440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2218448.250000 Penalty: 4848.781250
	Iteration 24Q: 3 clusters Score -2218448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2218459.500000 Penalty: 4848.781250
	Iteration 25Q: 3 clusters Score -2218460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2218466.250000 Penalty: 4848.781250
	Iteration 26Q: 3 clusters Score -2218466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2218478.250000 Penalty: 4848.781250
	Iteration 27Q: 3 clusters Score -2218478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2218486.000000 Penalty: 4848.781250
	Iteration 28Q: 3 clusters Score -2218486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2218485.000000 Penalty: 4848.781250
	Iteration 29Q: 3 clusters Score -2218485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2218490.250000 Penalty: 4848.781250
	Iteration 30Q: 3 clusters Score -2218490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2218496.500000 Penalty: 4848.781250
	Iteration 31Q: 3 clusters Score -2218496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2218499.000000 Penalty: 4848.781250
	Iteration 32Q: 3 clusters Score -2218499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2218503.000000 Penalty: 4848.781250
	Iteration 33Q: 3 clusters Score -2218503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2218505.250000 Penalty: 4848.781250
	Iteration 34Q: 3 clusters Score -2218505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2218510.750000 Penalty: 4848.781250
	Iteration 35Q: 3 clusters Score -2218511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2218508.250000 Penalty: 4848.781250
	Iteration 36Q: 3 clusters Score -2218508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2218511.500000 Penalty: 4848.781250
	Iteration 37Q: 3 clusters Score -2218512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2218513.750000 Penalty: 4848.781250
	Iteration 38Q: 3 clusters Score -2218514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2218514.000000 Penalty: 4848.781250
	Iteration 39Q: 3 clusters Score -2218514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2218514.000000 Penalty: 4848.781250
	Iteration 40F: 3 clusters Score -2218514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Entering Unmasked Estep 
Score: -18918482.000000 Penalty: 2955.998779
	Iteration 0F: 2 clusters Score -1.891848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -18818682.000000 Penalty: 5911.997559
	Iteration 0F: 3 clusters Score -1.881868e+07 nChanged 71710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -18860682.000000 Penalty: 5911.997559
	Iteration 1F: 3 clusters Score -1.886068e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -18861838.000000 Penalty: 5911.997559
	Iteration 2Q: 3 clusters Score -1.886184e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -18863332.000000 Penalty: 5911.997559
	Iteration 3Q: 3 clusters Score -1.886333e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -18865726.000000 Penalty: 5911.997559
	Iteration 4Q: 3 clusters Score -1.886573e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -18870126.000000 Penalty: 5911.997559
	Iteration 5F: 3 clusters Score -1.887013e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -18877526.000000 Penalty: 5911.997559
	Iteration 6F: 3 clusters Score -1.887753e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -18888480.000000 Penalty: 5911.997559
	Iteration 7F: 3 clusters Score -1.888848e+07 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 134657 members 
Entering Unmasked Estep 
Score: -18900886.000000 Penalty: 5911.997559
	Iteration 8F: 3 clusters Score -1.890089e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -18910236.000000 Penalty: 5911.997559
	Iteration 9F: 3 clusters Score -1.891024e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -18914172.000000 Penalty: 5911.997559
	Iteration 10Q: 3 clusters Score -1.891417e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 149535 members 
Entering Unmasked Estep 
Score: -18915418.000000 Penalty: 5911.997559
	Iteration 11Q: 3 clusters Score -1.891542e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 149860 members 
Entering Unmasked Estep 
Score: -18915648.000000 Penalty: 5911.997559
	Iteration 12Q: 3 clusters Score -1.891565e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -18915756.000000 Penalty: 5911.997559
	Iteration 13Q: 3 clusters Score -1.891576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -18915818.000000 Penalty: 5911.997559
	Iteration 14Q: 3 clusters Score -1.891582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -18915846.000000 Penalty: 5911.997559
	Iteration 15Q: 3 clusters Score -1.891585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -18915868.000000 Penalty: 5911.997559
	Iteration 16Q: 3 clusters Score -1.891587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -18915880.000000 Penalty: 5911.997559
	Iteration 17Q: 3 clusters Score -1.891588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149973 members 
Entering Unmasked Estep 
Score: -18915900.000000 Penalty: 5911.997559
	Iteration 18Q: 3 clusters Score -1.89159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -18915900.000000 Penalty: 5911.997559
	Iteration 19Q: 3 clusters Score -1.89159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -18915900.000000 Penalty: 5911.997559
	Iteration 20F: 3 clusters Score -1.89159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -399582.531250 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -399582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -396253.781250 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -396253.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -396953.218750 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -396953.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -397117.000000 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -397117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -397212.062500 Penalty: 3993.939209
	Iteration 3Q: 3 clusters Score -397212.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -397265.406250 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -397265.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -397304.156250 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -397304.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -397332.906250 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -397332.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -397354.187500 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -397354.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -397368.468750 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -397368.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -397383.625000 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -397383.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -397400.750000 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -397400.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -397425.656250 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -397425.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -397450.468750 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -397450.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -397471.687500 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -397471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -397490.781250 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -397490.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -397504.812500 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -397504.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -397518.812500 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -397518.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -397535.875000 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -397535.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -397557.625000 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -397557.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -397585.375000 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -397585.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -397605.406250 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -397605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -397627.062500 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -397627.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -397647.625000 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -397647.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -397661.531250 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -397661.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -397676.625000 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -397676.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -397691.687500 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -397691.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -397711.437500 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -397711.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -397731.000000 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -397731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -397750.812500 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -397750.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -397769.718750 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -397769.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -397789.250000 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -397789.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -397805.937500 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -397805.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -397819.468750 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -397819.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -397829.625000 Penalty: 3993.939209
	Iteration 33Q: 3 clusters Score -397829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -397836.750000 Penalty: 3993.939209
	Iteration 34Q: 3 clusters Score -397836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -397845.406250 Penalty: 3993.939209
	Iteration 35Q: 3 clusters Score -397845.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -397856.875000 Penalty: 3993.939209
	Iteration 36Q: 3 clusters Score -397856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -397870.687500 Penalty: 3993.939209
	Iteration 37Q: 3 clusters Score -397870.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -397887.500000 Penalty: 3993.939209
	Iteration 38Q: 3 clusters Score -397887.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -397907.500000 Penalty: 3993.939209
	Iteration 39Q: 3 clusters Score -397907.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -397919.468750 Penalty: 3993.939209
	Iteration 40F: 3 clusters Score -397919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -397932.250000 Penalty: 3993.939209
	Iteration 41Q: 3 clusters Score -397932.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -397946.187500 Penalty: 3993.939209
	Iteration 42Q: 3 clusters Score -397946.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -397960.625000 Penalty: 3993.939209
	Iteration 43Q: 3 clusters Score -397960.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -397972.375000 Penalty: 3993.939209
	Iteration 44Q: 3 clusters Score -397972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -397984.531250 Penalty: 3993.939209
	Iteration 45Q: 3 clusters Score -397984.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -397991.687500 Penalty: 3993.939209
	Iteration 46Q: 3 clusters Score -397991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -397998.437500 Penalty: 3993.939209
	Iteration 47Q: 3 clusters Score -397998.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -398007.312500 Penalty: 3993.939209
	Iteration 48Q: 3 clusters Score -398007.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -398020.531250 Penalty: 3993.939209
	Iteration 49Q: 3 clusters Score -398020.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -398038.812500 Penalty: 3993.939209
	Iteration 50Q: 3 clusters Score -398038.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -398061.906250 Penalty: 3993.939209
	Iteration 51Q: 3 clusters Score -398061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -398080.781250 Penalty: 3993.939209
	Iteration 52Q: 3 clusters Score -398080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -398091.687500 Penalty: 3993.939209
	Iteration 53Q: 3 clusters Score -398091.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -398100.562500 Penalty: 3993.939209
	Iteration 54Q: 3 clusters Score -398100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -398110.906250 Penalty: 3993.939209
	Iteration 55Q: 3 clusters Score -398110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -398122.875000 Penalty: 3993.939209
	Iteration 56Q: 3 clusters Score -398122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -398132.968750 Penalty: 3993.939209
	Iteration 57Q: 3 clusters Score -398133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -398150.343750 Penalty: 3993.939209
	Iteration 58Q: 3 clusters Score -398150.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -398160.968750 Penalty: 3993.939209
	Iteration 59Q: 3 clusters Score -398161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -398163.375000 Penalty: 3993.939209
	Iteration 60F: 3 clusters Score -398163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -398165.343750 Penalty: 3993.939209
	Iteration 61Q: 3 clusters Score -398165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -398166.531250 Penalty: 3993.939209
	Iteration 62Q: 3 clusters Score -398166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -398166.531250 Penalty: 3993.939209
	Iteration 63F: 3 clusters Score -398166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -160471.734375 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -160471.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158300.546875 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -158300.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158689.375000 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -158689.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158838.515625 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -158838.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -158924.953125 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -158925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -159008.625000 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -159008.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159100.218750 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -159100.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -159193.765625 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -159193.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -159320.515625 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -159320.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159487.593750 Penalty: 3576.199463
	Iteration 8F: 3 clusters Score -159487.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -159728.484375 Penalty: 3576.199463
	Iteration 9F: 3 clusters Score -159728.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -159942.531250 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -159942.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -160048.625000 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -160048.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -160108.890625 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -160108.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -160131.828125 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -160131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -160142.421875 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -160142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -160156.312500 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -160156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -160159.718750 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -160159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -160161.453125 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -160161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -160162.578125 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -160162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -160163.625000 Penalty: 3576.199463
	Iteration 19Q: 3 clusters Score -160163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -160164.718750 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -160164.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (169704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Entering Unmasked Estep 
Score: -21264486.000000 Penalty: 2986.369141
	Iteration 0F: 2 clusters Score -2.126449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -21152064.000000 Penalty: 5972.738281
	Iteration 0F: 3 clusters Score -2.115206e+07 nChanged 81417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -21199590.000000 Penalty: 5972.738281
	Iteration 1F: 3 clusters Score -2.119959e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -21200522.000000 Penalty: 5972.738281
	Iteration 2Q: 3 clusters Score -2.120052e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -21202208.000000 Penalty: 5972.738281
	Iteration 3Q: 3 clusters Score -2.120221e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -21204984.000000 Penalty: 5972.738281
	Iteration 4Q: 3 clusters Score -2.120498e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102391 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -21209782.000000 Penalty: 5972.738281
	Iteration 5Q: 3 clusters Score -2.120978e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -21217582.000000 Penalty: 5972.738281
	Iteration 6F: 3 clusters Score -2.121758e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117518 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -21228014.000000 Penalty: 5972.738281
	Iteration 7F: 3 clusters Score -2.122801e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 5972.738281
	Iteration 8F: 3 clusters Score -2.123783e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126844 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -21244170.000000 Penalty: 5972.738281
	Iteration 9F: 3 clusters Score -2.124417e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -21247162.000000 Penalty: 5972.738281
	Iteration 10Q: 3 clusters Score -2.124716e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -21248402.000000 Penalty: 5972.738281
	Iteration 11Q: 3 clusters Score -2.12484e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -21249054.000000 Penalty: 5972.738281
	Iteration 12Q: 3 clusters Score -2.124905e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134332 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -21249668.000000 Penalty: 5972.738281
	Iteration 13Q: 3 clusters Score -2.124967e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -21250178.000000 Penalty: 5972.738281
	Iteration 14Q: 3 clusters Score -2.125018e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138001 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -21250696.000000 Penalty: 5972.738281
	Iteration 15Q: 3 clusters Score -2.12507e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -21251270.000000 Penalty: 5972.738281
	Iteration 16Q: 3 clusters Score -2.125127e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -21251810.000000 Penalty: 5972.738281
	Iteration 17Q: 3 clusters Score -2.125181e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144092 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -21252520.000000 Penalty: 5972.738281
	Iteration 18Q: 3 clusters Score -2.125252e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -21253182.000000 Penalty: 5972.738281
	Iteration 19Q: 3 clusters Score -2.125318e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -21253934.000000 Penalty: 5972.738281
	Iteration 20F: 3 clusters Score -2.125393e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -21254636.000000 Penalty: 5972.738281
	Iteration 21Q: 3 clusters Score -2.125464e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -21255464.000000 Penalty: 5972.738281
	Iteration 22Q: 3 clusters Score -2.125546e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -21256364.000000 Penalty: 5972.738281
	Iteration 23Q: 3 clusters Score -2.125636e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -21257222.000000 Penalty: 5972.738281
	Iteration 24Q: 3 clusters Score -2.125722e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -21258002.000000 Penalty: 5972.738281
	Iteration 25Q: 3 clusters Score -2.1258e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -21258660.000000 Penalty: 5972.738281
	Iteration 26Q: 3 clusters Score -2.125866e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -21259324.000000 Penalty: 5972.738281
	Iteration 27Q: 3 clusters Score -2.125932e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -21259888.000000 Penalty: 5972.738281
	Iteration 28Q: 3 clusters Score -2.125989e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -21260438.000000 Penalty: 5972.738281
	Iteration 29Q: 3 clusters Score -2.126044e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -21260760.000000 Penalty: 5972.738281
	Iteration 30Q: 3 clusters Score -2.126076e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21261114.000000 Penalty: 5972.738281
	Iteration 31Q: 3 clusters Score -2.126111e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21261266.000000 Penalty: 5972.738281
	Iteration 32Q: 3 clusters Score -2.126127e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21261404.000000 Penalty: 5972.738281
	Iteration 33Q: 3 clusters Score -2.12614e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -21261516.000000 Penalty: 5972.738281
	Iteration 34Q: 3 clusters Score -2.126152e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21261630.000000 Penalty: 5972.738281
	Iteration 35Q: 3 clusters Score -2.126163e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21261636.000000 Penalty: 5972.738281
	Iteration 36Q: 3 clusters Score -2.126164e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21261712.000000 Penalty: 5972.738281
	Iteration 37Q: 3 clusters Score -2.126171e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21261782.000000 Penalty: 5972.738281
	Iteration 38Q: 3 clusters Score -2.126178e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21261792.000000 Penalty: 5972.738281
	Iteration 39Q: 3 clusters Score -2.126179e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21261832.000000 Penalty: 5972.738281
	Iteration 40F: 3 clusters Score -2.126183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21261878.000000 Penalty: 5972.738281
	Iteration 41Q: 3 clusters Score -2.126188e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168797 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21261874.000000 Penalty: 5972.738281
	Iteration 42Q: 3 clusters Score -2.126187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -21261900.000000 Penalty: 5972.738281
	Iteration 43Q: 3 clusters Score -2.12619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21261924.000000 Penalty: 5972.738281
	Iteration 44Q: 3 clusters Score -2.126192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21261924.000000 Penalty: 5972.738281
	Iteration 45Q: 3 clusters Score -2.126192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21261934.000000 Penalty: 5972.738281
	Iteration 46Q: 3 clusters Score -2.126193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -21261958.000000 Penalty: 5972.738281
	Iteration 47Q: 3 clusters Score -2.126196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21261952.000000 Penalty: 5972.738281
	Iteration 48Q: 3 clusters Score -2.126195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21261958.000000 Penalty: 5972.738281
	Iteration 49Q: 3 clusters Score -2.126196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168926 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21261946.000000 Penalty: 5972.738281
	Iteration 50Q: 3 clusters Score -2.126195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21261946.000000 Penalty: 5972.738281
	Iteration 51Q: 3 clusters Score -2.126195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168940 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21261958.000000 Penalty: 5972.738281
	Iteration 52Q: 3 clusters Score -2.126196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21261948.000000 Penalty: 5972.738281
	Iteration 53Q: 3 clusters Score -2.126195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21261946.000000 Penalty: 5972.738281
	Iteration 54Q: 3 clusters Score -2.126195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168953 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21261954.000000 Penalty: 5972.738281
	Iteration 55Q: 3 clusters Score -2.126195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21261966.000000 Penalty: 5972.738281
	Iteration 56Q: 3 clusters Score -2.126197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21261970.000000 Penalty: 5972.738281
	Iteration 57Q: 3 clusters Score -2.126197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21261964.000000 Penalty: 5972.738281
	Iteration 58Q: 3 clusters Score -2.126196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21261964.000000 Penalty: 5972.738281
	Iteration 59Q: 3 clusters Score -2.126196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168982 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21261972.000000 Penalty: 5972.738281
	Iteration 60F: 3 clusters Score -2.126197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21261970.000000 Penalty: 5972.738281
	Iteration 61Q: 3 clusters Score -2.126197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21261966.000000 Penalty: 5972.738281
	Iteration 62Q: 3 clusters Score -2.126197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21261962.000000 Penalty: 5972.738281
	Iteration 63Q: 3 clusters Score -2.126196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21261972.000000 Penalty: 5972.738281
	Iteration 64Q: 3 clusters Score -2.126197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21261976.000000 Penalty: 5972.738281
	Iteration 65Q: 3 clusters Score -2.126198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -21261978.000000 Penalty: 5972.738281
	Iteration 66Q: 3 clusters Score -2.126198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21261998.000000 Penalty: 5972.738281
	Iteration 67Q: 3 clusters Score -2.1262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21261998.000000 Penalty: 5972.738281
	Iteration 68F: 3 clusters Score -2.1262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -1223010.625000 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -1223011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1215588.125000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -1215588 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1217758.125000 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -1217758 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1218194.625000 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -1218195 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1218573.250000 Penalty: 4547.357422
	Iteration 3F: 3 clusters Score -1218573 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1218955.500000 Penalty: 4547.357422
	Iteration 4F: 3 clusters Score -1218956 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1219419.125000 Penalty: 4547.357422
	Iteration 5F: 3 clusters Score -1219419 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1219877.875000 Penalty: 4547.357422
	Iteration 6F: 3 clusters Score -1219878 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1220304.125000 Penalty: 4547.357422
	Iteration 7F: 3 clusters Score -1220304 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1220666.375000 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -1220666 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1220931.000000 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -1220931 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1221132.875000 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -1221133 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1221266.875000 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -1221267 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1221350.500000 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -1221350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1221416.750000 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -1221417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1221461.875000 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -1221462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1221495.250000 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -1221495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1221529.500000 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -1221530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1221548.625000 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -1221549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1221562.625000 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -1221563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1221569.750000 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -1221570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1221575.500000 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -1221576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1221582.375000 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -1221582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1221589.125000 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -1221589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1221592.750000 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -1221593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1221600.625000 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -1221601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1221609.250000 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -1221609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1221611.875000 Penalty: 4547.357422
	Iteration 26Q: 3 clusters Score -1221612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1221620.375000 Penalty: 4547.357422
	Iteration 27Q: 3 clusters Score -1221620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1221625.375000 Penalty: 4547.357422
	Iteration 28Q: 3 clusters Score -1221625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1221625.875000 Penalty: 4547.357422
	Iteration 29Q: 3 clusters Score -1221626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1221630.500000 Penalty: 4547.357422
	Iteration 30Q: 3 clusters Score -1221630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1221632.000000 Penalty: 4547.357422
	Iteration 31Q: 3 clusters Score -1221632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1221634.875000 Penalty: 4547.357422
	Iteration 32Q: 3 clusters Score -1221635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1221635.625000 Penalty: 4547.357422
	Iteration 33Q: 3 clusters Score -1221636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1221640.625000 Penalty: 4547.357422
	Iteration 34Q: 3 clusters Score -1221641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1221641.000000 Penalty: 4547.357422
	Iteration 35Q: 3 clusters Score -1221641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1221643.375000 Penalty: 4547.357422
	Iteration 36Q: 3 clusters Score -1221643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1221643.375000 Penalty: 4547.357422
	Iteration 37F: 3 clusters Score -1221643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -983536.812500 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -983536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -977006.500000 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -977006.5 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -978867.625000 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -978867.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -979197.875000 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -979197.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -979502.250000 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -979502.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -979782.562500 Penalty: 4472.852051
	Iteration 4Q: 3 clusters Score -979782.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -980065.250000 Penalty: 4472.852051
	Iteration 5Q: 3 clusters Score -980065.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -980367.812500 Penalty: 4472.852051
	Iteration 6F: 3 clusters Score -980367.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -980673.312500 Penalty: 4472.852051
	Iteration 7F: 3 clusters Score -980673.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -980974.187500 Penalty: 4472.852051
	Iteration 8F: 3 clusters Score -980974.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -981244.437500 Penalty: 4472.852051
	Iteration 9F: 3 clusters Score -981244.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -981442.062500 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -981442.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -981574.875000 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -981574.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -981690.812500 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -981690.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -981773.062500 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -981773.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -981838.500000 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -981838.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -981889.375000 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -981889.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -981937.187500 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -981937.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -981964.250000 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -981964.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -981985.625000 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -981985.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -982008.312500 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -982008.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -982033.625000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -982033.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -982054.500000 Penalty: 4472.852051
	Iteration 21Q: 3 clusters Score -982054.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -982072.062500 Penalty: 4472.852051
	Iteration 22Q: 3 clusters Score -982072.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -982089.625000 Penalty: 4472.852051
	Iteration 23Q: 3 clusters Score -982089.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -982118.000000 Penalty: 4472.852051
	Iteration 24Q: 3 clusters Score -982118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -982136.312500 Penalty: 4472.852051
	Iteration 25Q: 3 clusters Score -982136.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -982143.750000 Penalty: 4472.852051
	Iteration 26Q: 3 clusters Score -982143.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -982153.312500 Penalty: 4472.852051
	Iteration 27Q: 3 clusters Score -982153.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -982163.375000 Penalty: 4472.852051
	Iteration 28Q: 3 clusters Score -982163.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -982169.937500 Penalty: 4472.852051
	Iteration 29Q: 3 clusters Score -982169.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -982179.375000 Penalty: 4472.852051
	Iteration 30Q: 3 clusters Score -982179.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -982185.312500 Penalty: 4472.852051
	Iteration 31Q: 3 clusters Score -982185.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -982189.750000 Penalty: 4472.852051
	Iteration 32Q: 3 clusters Score -982189.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -982199.750000 Penalty: 4472.852051
	Iteration 33Q: 3 clusters Score -982199.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -982208.500000 Penalty: 4472.852051
	Iteration 34Q: 3 clusters Score -982208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -982213.187500 Penalty: 4472.852051
	Iteration 35Q: 3 clusters Score -982213.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -982218.437500 Penalty: 4472.852051
	Iteration 36Q: 3 clusters Score -982218.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -982225.125000 Penalty: 4472.852051
	Iteration 37Q: 3 clusters Score -982225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -982232.375000 Penalty: 4472.852051
	Iteration 38Q: 3 clusters Score -982232.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -982236.500000 Penalty: 4472.852051
	Iteration 39Q: 3 clusters Score -982236.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -982245.750000 Penalty: 4472.852051
	Iteration 40F: 3 clusters Score -982245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -982248.875000 Penalty: 4472.852051
	Iteration 41Q: 3 clusters Score -982248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -982251.125000 Penalty: 4472.852051
	Iteration 42Q: 3 clusters Score -982251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -982251.125000 Penalty: 4472.852051
	Iteration 43Q: 3 clusters Score -982251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -982251.937500 Penalty: 4472.852051
	Iteration 44Q: 3 clusters Score -982251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -982253.437500 Penalty: 4472.852051
	Iteration 45Q: 3 clusters Score -982253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -982255.187500 Penalty: 4472.852051
	Iteration 46Q: 3 clusters Score -982255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -982258.687500 Penalty: 4472.852051
	Iteration 47Q: 3 clusters Score -982258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -982261.375000 Penalty: 4472.852051
	Iteration 48Q: 3 clusters Score -982261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -982269.000000 Penalty: 4472.852051
	Iteration 49Q: 3 clusters Score -982269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -982273.687500 Penalty: 4472.852051
	Iteration 50Q: 3 clusters Score -982273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -982277.000000 Penalty: 4472.852051
	Iteration 51Q: 3 clusters Score -982277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -982282.812500 Penalty: 4472.852051
	Iteration 52Q: 3 clusters Score -982282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -982285.000000 Penalty: 4472.852051
	Iteration 53Q: 3 clusters Score -982285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -982288.125000 Penalty: 4472.852051
	Iteration 54Q: 3 clusters Score -982288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -982291.312500 Penalty: 4472.852051
	Iteration 55Q: 3 clusters Score -982291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -982292.937500 Penalty: 4472.852051
	Iteration 56Q: 3 clusters Score -982292.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -982296.312500 Penalty: 4472.852051
	Iteration 57Q: 3 clusters Score -982296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -982300.375000 Penalty: 4472.852051
	Iteration 58Q: 3 clusters Score -982300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -982304.562500 Penalty: 4472.852051
	Iteration 59Q: 3 clusters Score -982304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -982310.687500 Penalty: 4472.852051
	Iteration 60F: 3 clusters Score -982310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -982312.625000 Penalty: 4472.852051
	Iteration 61Q: 3 clusters Score -982312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -982318.000000 Penalty: 4472.852051
	Iteration 62Q: 3 clusters Score -982318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -982322.437500 Penalty: 4472.852051
	Iteration 63Q: 3 clusters Score -982322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -982327.687500 Penalty: 4472.852051
	Iteration 64Q: 3 clusters Score -982327.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -982344.437500 Penalty: 4472.852051
	Iteration 65Q: 3 clusters Score -982344.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -982362.687500 Penalty: 4472.852051
	Iteration 66Q: 3 clusters Score -982362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -982372.875000 Penalty: 4472.852051
	Iteration 67Q: 3 clusters Score -982372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -982381.375000 Penalty: 4472.852051
	Iteration 68Q: 3 clusters Score -982381.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -982385.500000 Penalty: 4472.852051
	Iteration 69Q: 3 clusters Score -982385.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -982390.062500 Penalty: 4472.852051
	Iteration 70Q: 3 clusters Score -982390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -982391.625000 Penalty: 4472.852051
	Iteration 71Q: 3 clusters Score -982391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -982395.375000 Penalty: 4472.852051
	Iteration 72Q: 3 clusters Score -982395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -982397.187500 Penalty: 4472.852051
	Iteration 73Q: 3 clusters Score -982397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -982401.750000 Penalty: 4472.852051
	Iteration 74Q: 3 clusters Score -982401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -982403.250000 Penalty: 4472.852051
	Iteration 75Q: 3 clusters Score -982403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -982404.812500 Penalty: 4472.852051
	Iteration 76Q: 3 clusters Score -982404.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -982411.125000 Penalty: 4472.852051
	Iteration 77Q: 3 clusters Score -982411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -982418.750000 Penalty: 4472.852051
	Iteration 78Q: 3 clusters Score -982418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -982426.750000 Penalty: 4472.852051
	Iteration 79Q: 3 clusters Score -982426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -982428.937500 Penalty: 4472.852051
	Iteration 80F: 3 clusters Score -982428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -982429.812500 Penalty: 4472.852051
	Iteration 81Q: 3 clusters Score -982429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -982431.312500 Penalty: 4472.852051
	Iteration 82Q: 3 clusters Score -982431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -982430.625000 Penalty: 4472.852051
	Iteration 83Q: 3 clusters Score -982430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -982431.437500 Penalty: 4472.852051
	Iteration 84Q: 3 clusters Score -982431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -982431.750000 Penalty: 4472.852051
	Iteration 85Q: 3 clusters Score -982431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -982432.062500 Penalty: 4472.852051
	Iteration 86Q: 3 clusters Score -982432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -982434.062500 Penalty: 4472.852051
	Iteration 87Q: 3 clusters Score -982434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -982434.312500 Penalty: 4472.852051
	Iteration 88Q: 3 clusters Score -982434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -982435.937500 Penalty: 4472.852051
	Iteration 89Q: 3 clusters Score -982435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -982436.000000 Penalty: 4472.852051
	Iteration 90Q: 3 clusters Score -982436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -982438.000000 Penalty: 4472.852051
	Iteration 91Q: 3 clusters Score -982438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -982439.125000 Penalty: 4472.852051
	Iteration 92Q: 3 clusters Score -982439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -982439.562500 Penalty: 4472.852051
	Iteration 93Q: 3 clusters Score -982439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -982439.562500 Penalty: 4472.852051
	Iteration 94F: 3 clusters Score -982439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Entering Unmasked Estep 
Score: -1537415.500000 Penalty: 2330.699219
	Iteration 0F: 2 clusters Score -1537416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1528526.125000 Penalty: 4661.398438
	Iteration 0F: 3 clusters Score -1528526 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1531294.500000 Penalty: 4661.398438
	Iteration 1F: 3 clusters Score -1531294 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1531639.500000 Penalty: 4661.398438
	Iteration 2F: 3 clusters Score -1531640 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1531911.500000 Penalty: 4661.398438
	Iteration 3Q: 3 clusters Score -1531912 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1532173.375000 Penalty: 4661.398438
	Iteration 4Q: 3 clusters Score -1532173 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1532431.000000 Penalty: 4661.398438
	Iteration 5Q: 3 clusters Score -1532431 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1532711.125000 Penalty: 4661.398438
	Iteration 6Q: 3 clusters Score -1532711 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1532967.750000 Penalty: 4661.398438
	Iteration 7Q: 3 clusters Score -1532968 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1533237.500000 Penalty: 4661.398438
	Iteration 8Q: 3 clusters Score -1533238 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1533506.875000 Penalty: 4661.398438
	Iteration 9Q: 3 clusters Score -1533507 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1533769.625000 Penalty: 4661.398438
	Iteration 10Q: 3 clusters Score -1533770 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1534064.625000 Penalty: 4661.398438
	Iteration 11Q: 3 clusters Score -1534065 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1534414.125000 Penalty: 4661.398438
	Iteration 12Q: 3 clusters Score -1534414 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1534794.625000 Penalty: 4661.398438
	Iteration 13Q: 3 clusters Score -1534795 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1535125.875000 Penalty: 4661.398438
	Iteration 14Q: 3 clusters Score -1535126 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1535428.000000 Penalty: 4661.398438
	Iteration 15Q: 3 clusters Score -1535428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1535623.750000 Penalty: 4661.398438
	Iteration 16Q: 3 clusters Score -1535624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1535760.625000 Penalty: 4661.398438
	Iteration 17Q: 3 clusters Score -1535761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1535873.000000 Penalty: 4661.398438
	Iteration 18Q: 3 clusters Score -1535873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1535942.250000 Penalty: 4661.398438
	Iteration 19Q: 3 clusters Score -1535942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1536000.625000 Penalty: 4661.398438
	Iteration 20F: 3 clusters Score -1536001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1536046.375000 Penalty: 4661.398438
	Iteration 21Q: 3 clusters Score -1536046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1536086.625000 Penalty: 4661.398438
	Iteration 22Q: 3 clusters Score -1536087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1536111.625000 Penalty: 4661.398438
	Iteration 23Q: 3 clusters Score -1536112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1536137.625000 Penalty: 4661.398438
	Iteration 24Q: 3 clusters Score -1536138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1536158.000000 Penalty: 4661.398438
	Iteration 25Q: 3 clusters Score -1536158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1536166.875000 Penalty: 4661.398438
	Iteration 26Q: 3 clusters Score -1536167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1536172.250000 Penalty: 4661.398438
	Iteration 27Q: 3 clusters Score -1536172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1536182.375000 Penalty: 4661.398438
	Iteration 28Q: 3 clusters Score -1536182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1536189.000000 Penalty: 4661.398438
	Iteration 29Q: 3 clusters Score -1536189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1536198.500000 Penalty: 4661.398438
	Iteration 30Q: 3 clusters Score -1536198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1536202.125000 Penalty: 4661.398438
	Iteration 31Q: 3 clusters Score -1536202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1536205.125000 Penalty: 4661.398438
	Iteration 32Q: 3 clusters Score -1536205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1536205.250000 Penalty: 4661.398438
	Iteration 33Q: 3 clusters Score -1536205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1536214.750000 Penalty: 4661.398438
	Iteration 34Q: 3 clusters Score -1536215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1536217.000000 Penalty: 4661.398438
	Iteration 35Q: 3 clusters Score -1536217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1536221.500000 Penalty: 4661.398438
	Iteration 36Q: 3 clusters Score -1536222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1536222.875000 Penalty: 4661.398438
	Iteration 37Q: 3 clusters Score -1536223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1536223.875000 Penalty: 4661.398438
	Iteration 38Q: 3 clusters Score -1536224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1536224.125000 Penalty: 4661.398438
	Iteration 39Q: 3 clusters Score -1536224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1536230.250000 Penalty: 4661.398438
	Iteration 40F: 3 clusters Score -1536230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1536227.500000 Penalty: 4661.398438
	Iteration 41Q: 3 clusters Score -1536228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1536227.750000 Penalty: 4661.398438
	Iteration 42Q: 3 clusters Score -1536228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1536229.875000 Penalty: 4661.398438
	Iteration 43Q: 3 clusters Score -1536230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1536229.875000 Penalty: 4661.398438
	Iteration 44F: 3 clusters Score -1536230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -289526.625000 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -289526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286713.281250 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -286713.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287286.468750 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -287286.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -287412.937500 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -287412.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287464.062500 Penalty: 3844.518555
	Iteration 3Q: 3 clusters Score -287464.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -287485.906250 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -287485.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -287498.468750 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -287498.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -287508.843750 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -287508.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -287518.125000 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -287518.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -287529.187500 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -287529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -287536.187500 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -287536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -287540.093750 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -287540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -287543.000000 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -287543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -287543.531250 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -287543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -287543.781250 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -287543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -287544.406250 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -287544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -287545.125000 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -287545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -287546.312500 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -287546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -287546.593750 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -287546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -287546.593750 Penalty: 3844.518555
	Iteration 18F: 3 clusters Score -287546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -241837.406250 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -241837.4 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 1024 members 
Entering Unmasked Estep 
Score: -239225.640625 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -239225.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -239709.421875 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -239709.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239842.796875 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -239842.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -239908.171875 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -239908.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239941.078125 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -239941.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -239961.078125 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -239961.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239972.531250 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -239972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239980.515625 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -239980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -239986.890625 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -239986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -239992.328125 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -239992.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -239996.546875 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -239996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -240002.109375 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -240002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -240009.734375 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -240009.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -240016.187500 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -240016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240018.828125 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -240018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240020.718750 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -240020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -240022.296875 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -240022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240022.859375 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -240022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240022.859375 Penalty: 3779.626709
	Iteration 18F: 3 clusters Score -240022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Entering Unmasked Estep 
Score: -9424049.000000 Penalty: 2790.821289
	Iteration 0F: 2 clusters Score -9424049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -9372184.000000 Penalty: 5581.642578
	Iteration 0F: 3 clusters Score -9372184 nChanged 36393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -9392542.000000 Penalty: 5581.642578
	Iteration 1F: 3 clusters Score -9392542 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -9393038.000000 Penalty: 5581.642578
	Iteration 2Q: 3 clusters Score -9393038 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9393661.000000 Penalty: 5581.642578
	Iteration 3Q: 3 clusters Score -9393661 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -9394402.000000 Penalty: 5581.642578
	Iteration 4Q: 3 clusters Score -9394402 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -9395581.000000 Penalty: 5581.642578
	Iteration 5Q: 3 clusters Score -9395581 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -9397667.000000 Penalty: 5581.642578
	Iteration 6F: 3 clusters Score -9397667 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -9401414.000000 Penalty: 5581.642578
	Iteration 7F: 3 clusters Score -9401414 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -9407059.000000 Penalty: 5581.642578
	Iteration 8F: 3 clusters Score -9407059 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -9413624.000000 Penalty: 5581.642578
	Iteration 9F: 3 clusters Score -9413624 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -9418406.000000 Penalty: 5581.642578
	Iteration 10F: 3 clusters Score -9418406 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -9420486.000000 Penalty: 5581.642578
	Iteration 11Q: 3 clusters Score -9420486 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -9421175.000000 Penalty: 5581.642578
	Iteration 12Q: 3 clusters Score -9421175 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9421383.000000 Penalty: 5581.642578
	Iteration 13Q: 3 clusters Score -9421383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -9421493.000000 Penalty: 5581.642578
	Iteration 14Q: 3 clusters Score -9421493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -9421551.000000 Penalty: 5581.642578
	Iteration 15Q: 3 clusters Score -9421551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -9421584.000000 Penalty: 5581.642578
	Iteration 16Q: 3 clusters Score -9421584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -9421611.000000 Penalty: 5581.642578
	Iteration 17Q: 3 clusters Score -9421611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -9421622.000000 Penalty: 5581.642578
	Iteration 18Q: 3 clusters Score -9421622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -9421633.000000 Penalty: 5581.642578
	Iteration 19Q: 3 clusters Score -9421633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -9421644.000000 Penalty: 5581.642578
	Iteration 20F: 3 clusters Score -9421644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -9421642.000000 Penalty: 5581.642578
	Iteration 21Q: 3 clusters Score -9421642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -9421653.000000 Penalty: 5581.642578
	Iteration 22Q: 3 clusters Score -9421653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -9421653.000000 Penalty: 5581.642578
	Iteration 23F: 3 clusters Score -9421653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 272 members 
Entering Unmasked Estep 
Score: -59791.375000 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59791.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59999.875000 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -59999.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60154.847656 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -60154.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60288.445312 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -60288.45 nChanged 32
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: -60458.761719 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -60458.76 nChanged 34
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: -60716.683594 Penalty: 3128.816650
	Iteration 5F: 3 clusters Score -60716.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60858.421875 Penalty: 3128.816650
	Iteration 6F: 3 clusters Score -60858.42 nChanged 25
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: -61011.003906 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -61011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61151.601562 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -61151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61187.375000 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -61187.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61231.230469 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -61231.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61260.894531 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -61260.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61299.445312 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -61299.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61354.390625 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -61354.39 nChanged 7
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: -61458.660156 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -61458.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61615.238281 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -61615.24 nChanged 3
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: -61706.316406 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -61706.32 nChanged 0
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: -61706.316406 Penalty: 3128.816650
	Iteration 17F: 3 clusters Score -61706.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161360 members 
Mstep: Class 3 contains 45039 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 10994 members 
Mstep: Class 11 contains 17602 members 
Mstep: Class 12 contains 150144 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169704 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77135 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155988 members 
Entering Unmasked Estep 
Score: -105760248.000000 Penalty: 88087.070312
Splitting cluster 23 changes total score from -105761648.000000 to -105760248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -57381.460938 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -57381.46 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 279 members 
Entering Unmasked Estep 
Score: -55857.394531 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -55857.39 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56108.375000 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -56108.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56244.625000 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -56244.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56352.621094 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -56352.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56453.542969 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -56453.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56499.480469 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -56499.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56541.652344 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -56541.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56617.695312 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -56617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56705.992188 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -56705.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56762.109375 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -56762.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56810.421875 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -56810.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56851.480469 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -56851.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56881.648438 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -56881.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56895.792969 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -56895.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56902.656250 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -56902.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56908.496094 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -56908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56910.441406 Penalty: 3127.912598
	Iteration 16Q: 3 clusters Score -56910.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56913.851562 Penalty: 3127.912598
	Iteration 17Q: 3 clusters Score -56913.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56920.855469 Penalty: 3127.912598
	Iteration 18Q: 3 clusters Score -56920.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56924.925781 Penalty: 3127.912598
	Iteration 19Q: 3 clusters Score -56924.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56928.144531 Penalty: 3127.912598
	Iteration 20F: 3 clusters Score -56928.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56942.781250 Penalty: 3127.912598
	Iteration 21Q: 3 clusters Score -56942.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56967.679688 Penalty: 3127.912598
	Iteration 22Q: 3 clusters Score -56967.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56983.457031 Penalty: 3127.912598
	Iteration 23Q: 3 clusters Score -56983.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57029.703125 Penalty: 3127.912598
	Iteration 24Q: 3 clusters Score -57029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57079.984375 Penalty: 3127.912598
	Iteration 25Q: 3 clusters Score -57079.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57115.863281 Penalty: 3127.912598
	Iteration 26Q: 3 clusters Score -57115.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57136.128906 Penalty: 3127.912598
	Iteration 27Q: 3 clusters Score -57136.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57147.363281 Penalty: 3127.912598
	Iteration 28Q: 3 clusters Score -57147.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57154.203125 Penalty: 3127.912598
	Iteration 29Q: 3 clusters Score -57154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57161.093750 Penalty: 3127.912598
	Iteration 30Q: 3 clusters Score -57161.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57165.406250 Penalty: 3127.912598
	Iteration 31Q: 3 clusters Score -57165.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57166.855469 Penalty: 3127.912598
	Iteration 32Q: 3 clusters Score -57166.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57166.855469 Penalty: 3127.912598
	Iteration 33F: 3 clusters Score -57166.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -100412.921875 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -100412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98577.359375 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -98577.36 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98836.117188 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -98836.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98906.765625 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -98906.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98946.960938 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -98946.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98984.875000 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -98984.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99014.640625 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -99014.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99030.726562 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -99030.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99042.500000 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -99042.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99047.015625 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -99047.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99047.929688 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -99047.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99047.929688 Penalty: 3339.767334
	Iteration 10F: 3 clusters Score -99047.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (155988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Entering Unmasked Estep 
Score: -19644986.000000 Penalty: 2965.468750
	Iteration 0F: 2 clusters Score -1.964499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -19542580.000000 Penalty: 5930.937500
	Iteration 0F: 3 clusters Score -1.954258e+07 nChanged 74707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -19586014.000000 Penalty: 5930.937500
	Iteration 1F: 3 clusters Score -1.958601e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -19586974.000000 Penalty: 5930.937500
	Iteration 2Q: 3 clusters Score -1.958697e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -19588274.000000 Penalty: 5930.937500
	Iteration 3Q: 3 clusters Score -1.958827e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -19589996.000000 Penalty: 5930.937500
	Iteration 4Q: 3 clusters Score -1.959e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -19592114.000000 Penalty: 5930.937500
	Iteration 5Q: 3 clusters Score -1.959211e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -19595074.000000 Penalty: 5930.937500
	Iteration 6Q: 3 clusters Score -1.959507e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -19598510.000000 Penalty: 5930.937500
	Iteration 7Q: 3 clusters Score -1.959851e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -19602392.000000 Penalty: 5930.937500
	Iteration 8F: 3 clusters Score -1.960239e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -19606250.000000 Penalty: 5930.937500
	Iteration 9F: 3 clusters Score -1.960625e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -19610178.000000 Penalty: 5930.937500
	Iteration 10Q: 3 clusters Score -1.961018e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -19614254.000000 Penalty: 5930.937500
	Iteration 11Q: 3 clusters Score -1.961425e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -19618102.000000 Penalty: 5930.937500
	Iteration 12Q: 3 clusters Score -1.96181e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -19620532.000000 Penalty: 5930.937500
	Iteration 13Q: 3 clusters Score -1.962053e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -19621882.000000 Penalty: 5930.937500
	Iteration 14Q: 3 clusters Score -1.962188e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -19622490.000000 Penalty: 5930.937500
	Iteration 15Q: 3 clusters Score -1.962249e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -19622804.000000 Penalty: 5930.937500
	Iteration 16Q: 3 clusters Score -1.96228e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 97870 members 
Entering Unmasked Estep 
Score: -19623298.000000 Penalty: 5930.937500
	Iteration 17Q: 3 clusters Score -1.96233e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -19623570.000000 Penalty: 5930.937500
	Iteration 18Q: 3 clusters Score -1.962357e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -19624038.000000 Penalty: 5930.937500
	Iteration 19Q: 3 clusters Score -1.962404e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -19624444.000000 Penalty: 5930.937500
	Iteration 20F: 3 clusters Score -1.962444e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -19624760.000000 Penalty: 5930.937500
	Iteration 21Q: 3 clusters Score -1.962476e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -19625238.000000 Penalty: 5930.937500
	Iteration 22Q: 3 clusters Score -1.962524e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -19625740.000000 Penalty: 5930.937500
	Iteration 23Q: 3 clusters Score -1.962574e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
Score: -19626242.000000 Penalty: 5930.937500
	Iteration 24Q: 3 clusters Score -1.962624e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -19626866.000000 Penalty: 5930.937500
	Iteration 25Q: 3 clusters Score -1.962687e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -19627448.000000 Penalty: 5930.937500
	Iteration 26Q: 3 clusters Score -1.962745e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -19628356.000000 Penalty: 5930.937500
	Iteration 27Q: 3 clusters Score -1.962836e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -19629276.000000 Penalty: 5930.937500
	Iteration 28Q: 3 clusters Score -1.962928e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -19630290.000000 Penalty: 5930.937500
	Iteration 29Q: 3 clusters Score -1.963029e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -19631378.000000 Penalty: 5930.937500
	Iteration 30Q: 3 clusters Score -1.963138e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 129586 members 
Entering Unmasked Estep 
Score: -19632568.000000 Penalty: 5930.937500
	Iteration 31Q: 3 clusters Score -1.963257e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -19633838.000000 Penalty: 5930.937500
	Iteration 32Q: 3 clusters Score -1.963384e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 134850 members 
Entering Unmasked Estep 
Score: -19635230.000000 Penalty: 5930.937500
	Iteration 33Q: 3 clusters Score -1.963523e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -19636642.000000 Penalty: 5930.937500
	Iteration 34Q: 3 clusters Score -1.963664e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 139549 members 
Entering Unmasked Estep 
Score: -19638056.000000 Penalty: 5930.937500
	Iteration 35Q: 3 clusters Score -1.963806e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 141602 members 
Entering Unmasked Estep 
Score: -19639306.000000 Penalty: 5930.937500
	Iteration 36Q: 3 clusters Score -1.963931e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -19640372.000000 Penalty: 5930.937500
	Iteration 37Q: 3 clusters Score -1.964037e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 145047 members 
Entering Unmasked Estep 
Score: -19641256.000000 Penalty: 5930.937500
	Iteration 38Q: 3 clusters Score -1.964126e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -19642000.000000 Penalty: 5930.937500
	Iteration 39Q: 3 clusters Score -1.9642e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -19642382.000000 Penalty: 5930.937500
	Iteration 40F: 3 clusters Score -1.964238e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -19642780.000000 Penalty: 5930.937500
	Iteration 41Q: 3 clusters Score -1.964278e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -19643040.000000 Penalty: 5930.937500
	Iteration 42Q: 3 clusters Score -1.964304e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -19643270.000000 Penalty: 5930.937500
	Iteration 43Q: 3 clusters Score -1.964327e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -19643404.000000 Penalty: 5930.937500
	Iteration 44Q: 3 clusters Score -1.96434e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -19643520.000000 Penalty: 5930.937500
	Iteration 45Q: 3 clusters Score -1.964352e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -19643590.000000 Penalty: 5930.937500
	Iteration 46Q: 3 clusters Score -1.964359e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 151446 members 
Entering Unmasked Estep 
Score: -19643652.000000 Penalty: 5930.937500
	Iteration 47Q: 3 clusters Score -1.964365e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 151723 members 
Entering Unmasked Estep 
Score: -19643772.000000 Penalty: 5930.937500
	Iteration 48Q: 3 clusters Score -1.964377e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 151954 members 
Entering Unmasked Estep 
Score: -19643826.000000 Penalty: 5930.937500
	Iteration 49Q: 3 clusters Score -1.964383e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 152134 members 
Entering Unmasked Estep 
Score: -19643846.000000 Penalty: 5930.937500
	Iteration 50Q: 3 clusters Score -1.964385e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -19643878.000000 Penalty: 5930.937500
	Iteration 51Q: 3 clusters Score -1.964388e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -19643884.000000 Penalty: 5930.937500
	Iteration 52Q: 3 clusters Score -1.964388e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -19643884.000000 Penalty: 5930.937500
	Iteration 53Q: 3 clusters Score -1.964388e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 152594 members 
Entering Unmasked Estep 
Score: -19643910.000000 Penalty: 5930.937500
	Iteration 54Q: 3 clusters Score -1.964391e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -19643898.000000 Penalty: 5930.937500
	Iteration 55Q: 3 clusters Score -1.96439e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -19643894.000000 Penalty: 5930.937500
	Iteration 56Q: 3 clusters Score -1.964389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -19643898.000000 Penalty: 5930.937500
	Iteration 57Q: 3 clusters Score -1.96439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 152843 members 
Entering Unmasked Estep 
Score: -19643902.000000 Penalty: 5930.937500
	Iteration 58Q: 3 clusters Score -1.96439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -19643944.000000 Penalty: 5930.937500
	Iteration 59Q: 3 clusters Score -1.964394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -19643934.000000 Penalty: 5930.937500
	Iteration 60F: 3 clusters Score -1.964393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -19643942.000000 Penalty: 5930.937500
	Iteration 61Q: 3 clusters Score -1.964394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -19643942.000000 Penalty: 5930.937500
	Iteration 62Q: 3 clusters Score -1.964394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -19643964.000000 Penalty: 5930.937500
	Iteration 63Q: 3 clusters Score -1.964396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 152973 members 
Entering Unmasked Estep 
Score: -19643958.000000 Penalty: 5930.937500
	Iteration 64Q: 3 clusters Score -1.964396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -19643954.000000 Penalty: 5930.937500
	Iteration 65Q: 3 clusters Score -1.964395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 152995 members 
Entering Unmasked Estep 
Score: -19643954.000000 Penalty: 5930.937500
	Iteration 66Q: 3 clusters Score -1.964395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -19643946.000000 Penalty: 5930.937500
	Iteration 67Q: 3 clusters Score -1.964395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -19643936.000000 Penalty: 5930.937500
	Iteration 68Q: 3 clusters Score -1.964394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -19643942.000000 Penalty: 5930.937500
	Iteration 69Q: 3 clusters Score -1.964394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -19643932.000000 Penalty: 5930.937500
	Iteration 70Q: 3 clusters Score -1.964393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -19643926.000000 Penalty: 5930.937500
	Iteration 71Q: 3 clusters Score -1.964393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -19643936.000000 Penalty: 5930.937500
	Iteration 72Q: 3 clusters Score -1.964394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19643932.000000 Penalty: 5930.937500
	Iteration 73Q: 3 clusters Score -1.964393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -19643920.000000 Penalty: 5930.937500
	Iteration 74Q: 3 clusters Score -1.964392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -19643940.000000 Penalty: 5930.937500
	Iteration 75Q: 3 clusters Score -1.964394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 153090 members 
Entering Unmasked Estep 
Score: -19643938.000000 Penalty: 5930.937500
	Iteration 76Q: 3 clusters Score -1.964394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -19643918.000000 Penalty: 5930.937500
	Iteration 77Q: 3 clusters Score -1.964392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -19643908.000000 Penalty: 5930.937500
	Iteration 78Q: 3 clusters Score -1.964391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 153123 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 79Q: 3 clusters Score -1.964391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -19643918.000000 Penalty: 5930.937500
	Iteration 80F: 3 clusters Score -1.964392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -19643920.000000 Penalty: 5930.937500
	Iteration 81Q: 3 clusters Score -1.964392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -19643930.000000 Penalty: 5930.937500
	Iteration 82Q: 3 clusters Score -1.964393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 83Q: 3 clusters Score -1.964391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -19643914.000000 Penalty: 5930.937500
	Iteration 84Q: 3 clusters Score -1.964391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -19643894.000000 Penalty: 5930.937500
	Iteration 85Q: 3 clusters Score -1.964389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -19643904.000000 Penalty: 5930.937500
	Iteration 86Q: 3 clusters Score -1.96439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -19643896.000000 Penalty: 5930.937500
	Iteration 87Q: 3 clusters Score -1.96439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 153192 members 
Entering Unmasked Estep 
Score: -19643902.000000 Penalty: 5930.937500
	Iteration 88Q: 3 clusters Score -1.96439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -19643926.000000 Penalty: 5930.937500
	Iteration 89Q: 3 clusters Score -1.964393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -19643938.000000 Penalty: 5930.937500
	Iteration 90Q: 3 clusters Score -1.964394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -19643922.000000 Penalty: 5930.937500
	Iteration 91Q: 3 clusters Score -1.964392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -19643890.000000 Penalty: 5930.937500
	Iteration 92Q: 3 clusters Score -1.964389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -19643898.000000 Penalty: 5930.937500
	Iteration 93Q: 3 clusters Score -1.96439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -19643904.000000 Penalty: 5930.937500
	Iteration 94Q: 3 clusters Score -1.96439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 95Q: 3 clusters Score -1.964391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -19643916.000000 Penalty: 5930.937500
	Iteration 96Q: 3 clusters Score -1.964392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 153259 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 97Q: 3 clusters Score -1.964391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -19643920.000000 Penalty: 5930.937500
	Iteration 98Q: 3 clusters Score -1.964392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 153262 members 
Entering Unmasked Estep 
Score: -19643914.000000 Penalty: 5930.937500
	Iteration 99Q: 3 clusters Score -1.964391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -19643920.000000 Penalty: 5930.937500
	Iteration 100F: 3 clusters Score -1.964392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 153269 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 101Q: 3 clusters Score -1.964391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 153274 members 
Entering Unmasked Estep 
Score: -19643900.000000 Penalty: 5930.937500
	Iteration 102Q: 3 clusters Score -1.96439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 153279 members 
Entering Unmasked Estep 
Score: -19643898.000000 Penalty: 5930.937500
	Iteration 103Q: 3 clusters Score -1.96439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 153281 members 
Entering Unmasked Estep 
Score: -19643910.000000 Penalty: 5930.937500
	Iteration 104Q: 3 clusters Score -1.964391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -19643908.000000 Penalty: 5930.937500
	Iteration 105Q: 3 clusters Score -1.964391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 106Q: 3 clusters Score -1.964391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -19643912.000000 Penalty: 5930.937500
	Iteration 107F: 3 clusters Score -1.964391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161360 members 
Mstep: Class 3 contains 45039 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 10994 members 
Mstep: Class 11 contains 17602 members 
Mstep: Class 12 contains 150144 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169704 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 77135 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761760.000000 Penalty: 84699.109375
Iteration 399Q: 26 clusters Score -1.057618e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161406 members 
Mstep: Class 3 contains 45080 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 7905 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 10989 members 
Mstep: Class 11 contains 17608 members 
Mstep: Class 12 contains 150139 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169657 members 
Mstep: Class 17 contains 9585 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 77128 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761584.000000 Penalty: 84699.109375
Iteration 400F: 26 clusters Score -1.057616e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161479 members 
Mstep: Class 3 contains 45119 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14670 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 10987 members 
Mstep: Class 11 contains 17626 members 
Mstep: Class 12 contains 150128 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169602 members 
Mstep: Class 17 contains 9584 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 12074 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77119 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761424.000000 Penalty: 84699.109375
Iteration 401Q: 26 clusters Score -1.057614e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161523 members 
Mstep: Class 3 contains 45149 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 10985 members 
Mstep: Class 11 contains 17648 members 
Mstep: Class 12 contains 150127 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169528 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 77110 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 155902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761280.000000 Penalty: 84699.109375
Iteration 402Q: 26 clusters Score -1.057613e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161568 members 
Mstep: Class 3 contains 45170 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14679 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 10983 members 
Mstep: Class 11 contains 17668 members 
Mstep: Class 12 contains 150100 members 
Mstep: Class 13 contains 3128 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169480 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 12089 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77100 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761352.000000 Penalty: 84699.109375
Iteration 403Q: 26 clusters Score -1.057614e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161657 members 
Mstep: Class 3 contains 45205 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 3795 members 
Mstep: Class 10 contains 10980 members 
Mstep: Class 11 contains 17679 members 
Mstep: Class 12 contains 150074 members 
Mstep: Class 13 contains 3122 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169402 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 12104 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 77083 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761408.000000 Penalty: 84699.109375
Iteration 404Q: 26 clusters Score -1.057614e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161726 members 
Mstep: Class 3 contains 45266 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14684 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 10977 members 
Mstep: Class 11 contains 17694 members 
Mstep: Class 12 contains 150044 members 
Mstep: Class 13 contains 3119 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 169292 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 8269 members 
Mstep: Class 19 contains 12115 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77078 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761312.000000 Penalty: 84699.109375
Iteration 405Q: 26 clusters Score -1.057613e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161770 members 
Mstep: Class 3 contains 45338 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14694 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 3778 members 
Mstep: Class 10 contains 10975 members 
Mstep: Class 11 contains 17712 members 
Mstep: Class 12 contains 150024 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169187 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 8273 members 
Mstep: Class 19 contains 12125 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 77075 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761248.000000 Penalty: 84699.109375
Iteration 406Q: 26 clusters Score -1.057612e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161824 members 
Mstep: Class 3 contains 45401 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 3776 members 
Mstep: Class 10 contains 10974 members 
Mstep: Class 11 contains 17724 members 
Mstep: Class 12 contains 149996 members 
Mstep: Class 13 contains 3107 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 169084 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 8273 members 
Mstep: Class 19 contains 12143 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 77070 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 155819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761352.000000 Penalty: 84699.109375
Iteration 407Q: 26 clusters Score -1.057614e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161860 members 
Mstep: Class 3 contains 45488 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 7942 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 10977 members 
Mstep: Class 11 contains 17740 members 
Mstep: Class 12 contains 149955 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168997 members 
Mstep: Class 17 contains 9584 members 
Mstep: Class 18 contains 8274 members 
Mstep: Class 19 contains 12151 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 77059 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761280.000000 Penalty: 84699.109375
Iteration 408Q: 26 clusters Score -1.057613e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161885 members 
Mstep: Class 3 contains 45567 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 10974 members 
Mstep: Class 11 contains 17749 members 
Mstep: Class 12 contains 149914 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168915 members 
Mstep: Class 17 contains 9583 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 12157 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 77040 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761264.000000 Penalty: 84699.109375
Iteration 409Q: 26 clusters Score -1.057613e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161886 members 
Mstep: Class 3 contains 45657 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 10972 members 
Mstep: Class 11 contains 17759 members 
Mstep: Class 12 contains 149861 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168833 members 
Mstep: Class 17 contains 9585 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 12170 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 77025 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761208.000000 Penalty: 84699.109375
Iteration 410Q: 26 clusters Score -1.057612e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161917 members 
Mstep: Class 3 contains 45752 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14701 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 17771 members 
Mstep: Class 12 contains 149808 members 
Mstep: Class 13 contains 3087 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168745 members 
Mstep: Class 17 contains 9585 members 
Mstep: Class 18 contains 8282 members 
Mstep: Class 19 contains 12177 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 77012 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761280.000000 Penalty: 84699.109375
Iteration 411Q: 26 clusters Score -1.057613e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161910 members 
Mstep: Class 3 contains 45831 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 10974 members 
Mstep: Class 11 contains 17780 members 
Mstep: Class 12 contains 149779 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168675 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 12186 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 77005 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761320.000000 Penalty: 84699.109375
Iteration 412Q: 26 clusters Score -1.057613e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161890 members 
Mstep: Class 3 contains 45933 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 7942 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 10975 members 
Mstep: Class 11 contains 17792 members 
Mstep: Class 12 contains 149774 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168599 members 
Mstep: Class 17 contains 9589 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 12192 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 77001 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761304.000000 Penalty: 84699.109375
Iteration 413Q: 26 clusters Score -1.057613e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161894 members 
Mstep: Class 3 contains 46031 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 7936 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 17801 members 
Mstep: Class 12 contains 149759 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168527 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 12198 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 76994 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761416.000000 Penalty: 84699.109375
Iteration 414Q: 26 clusters Score -1.057614e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161910 members 
Mstep: Class 3 contains 46129 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14688 members 
Mstep: Class 8 contains 7926 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 17808 members 
Mstep: Class 12 contains 149729 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168469 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 8289 members 
Mstep: Class 19 contains 12201 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 76978 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761496.000000 Penalty: 84699.109375
Iteration 415Q: 26 clusters Score -1.057615e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161890 members 
Mstep: Class 3 contains 46236 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14676 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 3751 members 
Mstep: Class 10 contains 10973 members 
Mstep: Class 11 contains 17809 members 
Mstep: Class 12 contains 149716 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168414 members 
Mstep: Class 17 contains 9599 members 
Mstep: Class 18 contains 8293 members 
Mstep: Class 19 contains 12211 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 76966 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761392.000000 Penalty: 84699.109375
Iteration 416Q: 26 clusters Score -1.057614e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161913 members 
Mstep: Class 3 contains 46336 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14667 members 
Mstep: Class 8 contains 7925 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 10978 members 
Mstep: Class 11 contains 17812 members 
Mstep: Class 12 contains 149692 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 168358 members 
Mstep: Class 17 contains 9602 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 19 contains 12214 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 76947 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761432.000000 Penalty: 84699.109375
Iteration 417Q: 26 clusters Score -1.057614e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161914 members 
Mstep: Class 3 contains 46445 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14656 members 
Mstep: Class 8 contains 7923 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 10977 members 
Mstep: Class 11 contains 17816 members 
Mstep: Class 12 contains 149685 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168311 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 19 contains 12214 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 76924 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761528.000000 Penalty: 84699.109375
Iteration 418Q: 26 clusters Score -1.057615e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161886 members 
Mstep: Class 3 contains 46538 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14647 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 10 contains 10980 members 
Mstep: Class 11 contains 17821 members 
Mstep: Class 12 contains 149703 members 
Mstep: Class 13 contains 3043 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168273 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8300 members 
Mstep: Class 19 contains 12222 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 76912 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761744.000000 Penalty: 84699.109375
Iteration 419Q: 26 clusters Score -1.057617e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161874 members 
Mstep: Class 3 contains 46630 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14632 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 10980 members 
Mstep: Class 11 contains 17831 members 
Mstep: Class 12 contains 149701 members 
Mstep: Class 13 contains 3044 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168228 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8303 members 
Mstep: Class 19 contains 12223 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 76895 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761720.000000 Penalty: 84699.109375
Iteration 420F: 26 clusters Score -1.057617e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161869 members 
Mstep: Class 3 contains 46711 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14621 members 
Mstep: Class 8 contains 7938 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 10983 members 
Mstep: Class 11 contains 17839 members 
Mstep: Class 12 contains 149692 members 
Mstep: Class 13 contains 3044 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168187 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 8306 members 
Mstep: Class 19 contains 12219 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 76878 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761712.000000 Penalty: 84699.109375
Iteration 421Q: 26 clusters Score -1.057617e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161869 members 
Mstep: Class 3 contains 46792 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14622 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 10997 members 
Mstep: Class 11 contains 17836 members 
Mstep: Class 12 contains 149686 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168164 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 76846 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761712.000000 Penalty: 84699.109375
Iteration 422Q: 26 clusters Score -1.057617e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161854 members 
Mstep: Class 3 contains 46872 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14624 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 10 contains 11006 members 
Mstep: Class 11 contains 17835 members 
Mstep: Class 12 contains 149677 members 
Mstep: Class 13 contains 3037 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168148 members 
Mstep: Class 17 contains 9598 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 76806 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761720.000000 Penalty: 84699.109375
Iteration 423Q: 26 clusters Score -1.057617e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161846 members 
Mstep: Class 3 contains 46934 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14618 members 
Mstep: Class 8 contains 7996 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 11012 members 
Mstep: Class 11 contains 17836 members 
Mstep: Class 12 contains 149689 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168117 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 12219 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 76759 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761896.000000 Penalty: 84699.109375
Iteration 424Q: 26 clusters Score -1.057619e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161854 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 8024 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 11016 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 149688 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 168073 members 
Mstep: Class 17 contains 9597 members 
Mstep: Class 18 contains 8323 members 
Mstep: Class 19 contains 12223 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 76710 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761664.000000 Penalty: 84699.109375
Iteration 425Q: 26 clusters Score -1.057617e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161872 members 
Mstep: Class 3 contains 47115 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14600 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 10 contains 11021 members 
Mstep: Class 11 contains 17841 members 
Mstep: Class 12 contains 149686 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 168031 members 
Mstep: Class 17 contains 9598 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 12223 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 76675 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761496.000000 Penalty: 84699.109375
Iteration 426Q: 26 clusters Score -1.057615e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161912 members 
Mstep: Class 3 contains 47175 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 11020 members 
Mstep: Class 11 contains 17843 members 
Mstep: Class 12 contains 149688 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167986 members 
Mstep: Class 17 contains 9595 members 
Mstep: Class 18 contains 8340 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 76631 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761464.000000 Penalty: 84699.109375
Iteration 427Q: 26 clusters Score -1.057615e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161980 members 
Mstep: Class 3 contains 47228 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14573 members 
Mstep: Class 8 contains 8064 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 11023 members 
Mstep: Class 11 contains 17848 members 
Mstep: Class 12 contains 149683 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167931 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 8350 members 
Mstep: Class 19 contains 12229 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 76590 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761208.000000 Penalty: 84699.109375
Iteration 428Q: 26 clusters Score -1.057612e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162044 members 
Mstep: Class 3 contains 47297 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 11033 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 149675 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167876 members 
Mstep: Class 17 contains 9590 members 
Mstep: Class 18 contains 8361 members 
Mstep: Class 19 contains 12233 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 76554 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761128.000000 Penalty: 84699.109375
Iteration 429Q: 26 clusters Score -1.057611e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162120 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14536 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 11036 members 
Mstep: Class 11 contains 17862 members 
Mstep: Class 12 contains 149659 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167810 members 
Mstep: Class 17 contains 9594 members 
Mstep: Class 18 contains 8374 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 76518 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761288.000000 Penalty: 84699.109375
Iteration 430Q: 26 clusters Score -1.057613e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162163 members 
Mstep: Class 3 contains 47409 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14518 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 11042 members 
Mstep: Class 11 contains 17881 members 
Mstep: Class 12 contains 149637 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167755 members 
Mstep: Class 17 contains 9599 members 
Mstep: Class 18 contains 8387 members 
Mstep: Class 19 contains 12240 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 76478 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761384.000000 Penalty: 84699.109375
Iteration 431Q: 26 clusters Score -1.057614e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162209 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14509 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 11048 members 
Mstep: Class 11 contains 17897 members 
Mstep: Class 12 contains 149634 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167695 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 12241 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76449 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 155442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761408.000000 Penalty: 84699.109375
Iteration 432Q: 26 clusters Score -1.057614e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162244 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14507 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 11058 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 149618 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167654 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 19 contains 12241 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 76406 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 155392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761560.000000 Penalty: 84699.109375
Iteration 433Q: 26 clusters Score -1.057616e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162287 members 
Mstep: Class 3 contains 47638 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14506 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 17911 members 
Mstep: Class 12 contains 149620 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167606 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 8427 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76375 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761600.000000 Penalty: 84699.109375
Iteration 434Q: 26 clusters Score -1.057616e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162327 members 
Mstep: Class 3 contains 47699 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14497 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 17920 members 
Mstep: Class 12 contains 149616 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167556 members 
Mstep: Class 17 contains 9589 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 12257 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 76341 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761600.000000 Penalty: 84699.109375
Iteration 435Q: 26 clusters Score -1.057616e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162338 members 
Mstep: Class 3 contains 47766 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14501 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 17933 members 
Mstep: Class 12 contains 149609 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 167526 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 8444 members 
Mstep: Class 19 contains 12262 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 76303 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761624.000000 Penalty: 84699.109375
Iteration 436Q: 26 clusters Score -1.057616e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162417 members 
Mstep: Class 3 contains 47823 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14509 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 17949 members 
Mstep: Class 12 contains 149604 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167447 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 8456 members 
Mstep: Class 19 contains 12268 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76268 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761600.000000 Penalty: 84699.109375
Iteration 437Q: 26 clusters Score -1.057616e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162454 members 
Mstep: Class 3 contains 47880 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14511 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 17958 members 
Mstep: Class 12 contains 149621 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167389 members 
Mstep: Class 17 contains 9598 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 12273 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76237 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761536.000000 Penalty: 84699.109375
Iteration 438Q: 26 clusters Score -1.057615e+08 nChanged 704
Entering ConstructFrom: 
Score: -105761536.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 318 members 
Entering Unmasked Estep 
Score: -68103.898438 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68103.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68322.078125 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68322.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68433.312500 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68433.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68540.523438 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -68540.52 nChanged 27
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: -68618.070312 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -68618.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68678.484375 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -68678.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68752.179688 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -68752.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68824.523438 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -68824.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68912.617188 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -68912.62 nChanged 19
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: -69062.351562 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -69062.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69252.765625 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -69252.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69281.656250 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -69281.66 nChanged 9
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: -69346.281250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -69346.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69416.687500 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69416.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69432.601562 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -69432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69442.578125 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -69442.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69455.015625 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -69455.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69465.679688 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -69465.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69470.156250 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -69470.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69473.304688 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -69473.3 nChanged 1
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: -69477.171875 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -69477.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69504.125000 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -69504.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69645.359375 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -69645.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69765.453125 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -69765.45 nChanged 2
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: -69775.375000 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -69775.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69780.312500 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -69780.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69785.242188 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -69785.24 nChanged 1
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: -69791.492188 Penalty: 3218.645508
	Iteration 27Q: 3 clusters Score -69791.49 nChanged 2
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: -69800.867188 Penalty: 3218.645508
	Iteration 28Q: 3 clusters Score -69800.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69818.812500 Penalty: 3218.645508
	Iteration 29Q: 3 clusters Score -69818.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69827.148438 Penalty: 3218.645508
	Iteration 30Q: 3 clusters Score -69827.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69827.148438 Penalty: 3218.645508
	Iteration 31F: 3 clusters Score -69827.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 162479 members 
Mstep: Class 3 contains 47926 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 17981 members 
Mstep: Class 12 contains 149621 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167352 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 12276 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 76197 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155123 members 
Entering Unmasked Estep 
Score: -105760152.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105761536.000000 to -105760152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (162479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Entering Unmasked Estep 
Score: -20532128.000000 Penalty: 2975.579590
	Iteration 0F: 2 clusters Score -2.053213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -20425448.000000 Penalty: 5951.159180
	Iteration 0F: 3 clusters Score -2.042545e+07 nChanged 78043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -20470668.000000 Penalty: 5951.159180
	Iteration 1F: 3 clusters Score -2.047067e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -20471580.000000 Penalty: 5951.159180
	Iteration 2Q: 3 clusters Score -2.047158e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -20473104.000000 Penalty: 5951.159180
	Iteration 3Q: 3 clusters Score -2.04731e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -20475250.000000 Penalty: 5951.159180
	Iteration 4Q: 3 clusters Score -2.047525e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -20479198.000000 Penalty: 5951.159180
	Iteration 5F: 3 clusters Score -2.04792e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -20486104.000000 Penalty: 5951.159180
	Iteration 6F: 3 clusters Score -2.04861e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 126234 members 
Entering Unmasked Estep 
Score: -20496788.000000 Penalty: 5951.159180
	Iteration 7F: 3 clusters Score -2.049679e+07 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -20509544.000000 Penalty: 5951.159180
	Iteration 8F: 3 clusters Score -2.050954e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 150514 members 
Entering Unmasked Estep 
Score: -20520054.000000 Penalty: 5951.159180
	Iteration 9F: 3 clusters Score -2.052005e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -20525812.000000 Penalty: 5951.159180
	Iteration 10Q: 3 clusters Score -2.052581e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 160359 members 
Entering Unmasked Estep 
Score: -20528112.000000 Penalty: 5951.159180
	Iteration 11Q: 3 clusters Score -2.052811e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 161555 members 
Entering Unmasked Estep 
Score: -20528954.000000 Penalty: 5951.159180
	Iteration 12Q: 3 clusters Score -2.052895e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -20529248.000000 Penalty: 5951.159180
	Iteration 13Q: 3 clusters Score -2.052925e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162111 members 
Entering Unmasked Estep 
Score: -20529408.000000 Penalty: 5951.159180
	Iteration 14Q: 3 clusters Score -2.052941e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 162160 members 
Entering Unmasked Estep 
Score: -20529494.000000 Penalty: 5951.159180
	Iteration 15Q: 3 clusters Score -2.052949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -20529546.000000 Penalty: 5951.159180
	Iteration 16Q: 3 clusters Score -2.052955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -20529562.000000 Penalty: 5951.159180
	Iteration 17Q: 3 clusters Score -2.052956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -20529574.000000 Penalty: 5951.159180
	Iteration 18Q: 3 clusters Score -2.052957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162207 members 
Entering Unmasked Estep 
Score: -20529578.000000 Penalty: 5951.159180
	Iteration 19Q: 3 clusters Score -2.052958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -20529578.000000 Penalty: 5951.159180
	Iteration 20F: 3 clusters Score -2.052958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Entering Unmasked Estep 
Score: -6125646.500000 Penalty: 2672.798584
	Iteration 0F: 2 clusters Score -6125646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -6093308.500000 Penalty: 5345.597168
	Iteration 0F: 3 clusters Score -6093308 nChanged 22188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6105676.000000 Penalty: 5345.597168
	Iteration 1F: 3 clusters Score -6105676 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -6106372.000000 Penalty: 5345.597168
	Iteration 2Q: 3 clusters Score -6106372 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6107290.000000 Penalty: 5345.597168
	Iteration 3Q: 3 clusters Score -6107290 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -6108538.500000 Penalty: 5345.597168
	Iteration 4F: 3 clusters Score -6108538 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -6110334.000000 Penalty: 5345.597168
	Iteration 5F: 3 clusters Score -6110334 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -6113021.000000 Penalty: 5345.597168
	Iteration 6F: 3 clusters Score -6113021 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -6116205.000000 Penalty: 5345.597168
	Iteration 7F: 3 clusters Score -6116205 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -6119240.000000 Penalty: 5345.597168
	Iteration 8F: 3 clusters Score -6119240 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6121243.000000 Penalty: 5345.597168
	Iteration 9Q: 3 clusters Score -6121243 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -6122313.000000 Penalty: 5345.597168
	Iteration 10Q: 3 clusters Score -6122313 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -6122812.500000 Penalty: 5345.597168
	Iteration 11Q: 3 clusters Score -6122812 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6123043.000000 Penalty: 5345.597168
	Iteration 12Q: 3 clusters Score -6123043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6123127.000000 Penalty: 5345.597168
	Iteration 13Q: 3 clusters Score -6123127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6123216.500000 Penalty: 5345.597168
	Iteration 14Q: 3 clusters Score -6123216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -6123254.500000 Penalty: 5345.597168
	Iteration 15Q: 3 clusters Score -6123254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6123275.500000 Penalty: 5345.597168
	Iteration 16Q: 3 clusters Score -6123276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -6123290.000000 Penalty: 5345.597168
	Iteration 17Q: 3 clusters Score -6123290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -6123292.000000 Penalty: 5345.597168
	Iteration 18Q: 3 clusters Score -6123292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6123298.000000 Penalty: 5345.597168
	Iteration 19Q: 3 clusters Score -6123298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6123300.500000 Penalty: 5345.597168
	Iteration 20F: 3 clusters Score -6123300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6123301.000000 Penalty: 5345.597168
	Iteration 21Q: 3 clusters Score -6123301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6123304.500000 Penalty: 5345.597168
	Iteration 22Q: 3 clusters Score -6123304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6123305.000000 Penalty: 5345.597168
	Iteration 23Q: 3 clusters Score -6123305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -6123304.000000 Penalty: 5345.597168
	Iteration 24Q: 3 clusters Score -6123304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -6123304.000000 Penalty: 5345.597168
	Iteration 25F: 3 clusters Score -6123304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30824.544922 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30824.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29782.351562 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -29782.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30358.691406 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30358.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30611.929688 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -30611.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -30866.460938 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -30866.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -30942.953125 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30942.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -31114.582031 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -31114.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -31137.597656 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -31137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -31158.046875 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -31158.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -31158.046875 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -31158.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162479 members 
Mstep: Class 3 contains 47926 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 17981 members 
Mstep: Class 12 contains 149621 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 14 contains 85 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167352 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 12276 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 76197 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155123 members 
Entering Unmasked Estep 
Score: -105760160.000000 Penalty: 88087.070312
Splitting cluster 4 changes total score from -105761536.000000 to -105760160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 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 88 members 
Entering Unmasked Estep 
Score: -17135.781250 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17135.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17210.755859 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -17210.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17213.734375 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17213.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17213.734375 Penalty: 2589.296631
	Iteration 3F: 3 clusters Score -17213.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78070.804688 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78070.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78355.476562 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78355.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78445.687500 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78445.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78500.968750 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -78500.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78535.242188 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78535.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78564.187500 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78564.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78584.156250 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78584.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78605.359375 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78605.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78623.757812 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -78623.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78666.984375 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -78666.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78754.359375 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -78754.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78817.648438 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -78817.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78911.132812 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -78911.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79030.085938 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -79030.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79086.890625 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -79086.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79167.875000 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -79167.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79287.718750 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -79287.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79425.515625 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -79425.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79596.492188 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -79596.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79658.476562 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -79658.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79681.382812 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -79681.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79696.367188 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -79696.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79723.906250 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -79723.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79744.328125 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -79744.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79760.781250 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -79760.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79769.523438 Penalty: 3261.237549
	Iteration 25Q: 3 clusters Score -79769.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79788.859375 Penalty: 3261.237549
	Iteration 26Q: 3 clusters Score -79788.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79807.664062 Penalty: 3261.237549
	Iteration 27Q: 3 clusters Score -79807.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79817.414062 Penalty: 3261.237549
	Iteration 28Q: 3 clusters Score -79817.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79824.539062 Penalty: 3261.237549
	Iteration 29Q: 3 clusters Score -79824.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79833.937500 Penalty: 3261.237549
	Iteration 30Q: 3 clusters Score -79833.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79843.640625 Penalty: 3261.237549
	Iteration 31Q: 3 clusters Score -79843.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79857.710938 Penalty: 3261.237549
	Iteration 32Q: 3 clusters Score -79857.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79864.562500 Penalty: 3261.237549
	Iteration 33Q: 3 clusters Score -79864.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79874.429688 Penalty: 3261.237549
	Iteration 34Q: 3 clusters Score -79874.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79883.062500 Penalty: 3261.237549
	Iteration 35Q: 3 clusters Score -79883.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79887.375000 Penalty: 3261.237549
	Iteration 36Q: 3 clusters Score -79887.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79890.031250 Penalty: 3261.237549
	Iteration 37Q: 3 clusters Score -79890.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79901.781250 Penalty: 3261.237549
	Iteration 38Q: 3 clusters Score -79901.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79908.648438 Penalty: 3261.237549
	Iteration 39Q: 3 clusters Score -79908.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79911.890625 Penalty: 3261.237549
	Iteration 40F: 3 clusters Score -79911.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79917.015625 Penalty: 3261.237549
	Iteration 41Q: 3 clusters Score -79917.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79919.007812 Penalty: 3261.237549
	Iteration 42Q: 3 clusters Score -79919.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79927.750000 Penalty: 3261.237549
	Iteration 43Q: 3 clusters Score -79927.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79941.351562 Penalty: 3261.237549
	Iteration 44Q: 3 clusters Score -79941.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79957.460938 Penalty: 3261.237549
	Iteration 45Q: 3 clusters Score -79957.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79962.460938 Penalty: 3261.237549
	Iteration 46Q: 3 clusters Score -79962.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79971.359375 Penalty: 3261.237549
	Iteration 47Q: 3 clusters Score -79971.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79992.562500 Penalty: 3261.237549
	Iteration 48Q: 3 clusters Score -79992.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80022.304688 Penalty: 3261.237549
	Iteration 49Q: 3 clusters Score -80022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80041.250000 Penalty: 3261.237549
	Iteration 50Q: 3 clusters Score -80041.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80047.289062 Penalty: 3261.237549
	Iteration 51Q: 3 clusters Score -80047.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80058.453125 Penalty: 3261.237549
	Iteration 52Q: 3 clusters Score -80058.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80059.539062 Penalty: 3261.237549
	Iteration 53Q: 3 clusters Score -80059.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80059.539062 Penalty: 3261.237549
	Iteration 54F: 3 clusters Score -80059.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162479 members 
Mstep: Class 3 contains 47926 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 17981 members 
Mstep: Class 12 contains 149621 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167352 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 12276 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 76197 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155123 members 
Entering Unmasked Estep 
Score: -105760208.000000 Penalty: 88087.070312
Splitting cluster 6 changes total score from -105761536.000000 to -105760208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -1835056.750000 Penalty: 2376.397705
	Iteration 0F: 2 clusters Score -1835057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1824535.375000 Penalty: 4752.795410
	Iteration 0F: 3 clusters Score -1824535 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1827782.625000 Penalty: 4752.795410
	Iteration 1F: 3 clusters Score -1827783 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1828099.625000 Penalty: 4752.795410
	Iteration 2F: 3 clusters Score -1828100 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1828351.250000 Penalty: 4752.795410
	Iteration 3Q: 3 clusters Score -1828351 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1828565.750000 Penalty: 4752.795410
	Iteration 4Q: 3 clusters Score -1828566 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1828765.000000 Penalty: 4752.795410
	Iteration 5Q: 3 clusters Score -1828765 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1828942.875000 Penalty: 4752.795410
	Iteration 6Q: 3 clusters Score -1828943 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1829084.500000 Penalty: 4752.795410
	Iteration 7Q: 3 clusters Score -1829084 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1829234.500000 Penalty: 4752.795410
	Iteration 8Q: 3 clusters Score -1829234 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1829419.000000 Penalty: 4752.795410
	Iteration 9Q: 3 clusters Score -1829419 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1829634.750000 Penalty: 4752.795410
	Iteration 10Q: 3 clusters Score -1829635 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1829897.000000 Penalty: 4752.795410
	Iteration 11Q: 3 clusters Score -1829897 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1830227.000000 Penalty: 4752.795410
	Iteration 12Q: 3 clusters Score -1830227 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1830630.250000 Penalty: 4752.795410
	Iteration 13Q: 3 clusters Score -1830630 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1831079.250000 Penalty: 4752.795410
	Iteration 14Q: 3 clusters Score -1831079 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1831498.750000 Penalty: 4752.795410
	Iteration 15Q: 3 clusters Score -1831499 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1831834.875000 Penalty: 4752.795410
	Iteration 16Q: 3 clusters Score -1831835 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1832071.625000 Penalty: 4752.795410
	Iteration 17Q: 3 clusters Score -1832072 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1832222.125000 Penalty: 4752.795410
	Iteration 18Q: 3 clusters Score -1832222 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1832313.375000 Penalty: 4752.795410
	Iteration 19Q: 3 clusters Score -1832313 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1832389.750000 Penalty: 4752.795410
	Iteration 20F: 3 clusters Score -1832390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1832462.625000 Penalty: 4752.795410
	Iteration 21Q: 3 clusters Score -1832463 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1832537.625000 Penalty: 4752.795410
	Iteration 22Q: 3 clusters Score -1832538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1832596.750000 Penalty: 4752.795410
	Iteration 23Q: 3 clusters Score -1832597 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1832645.250000 Penalty: 4752.795410
	Iteration 24Q: 3 clusters Score -1832645 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1832692.500000 Penalty: 4752.795410
	Iteration 25Q: 3 clusters Score -1832692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1832727.750000 Penalty: 4752.795410
	Iteration 26Q: 3 clusters Score -1832728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1832745.000000 Penalty: 4752.795410
	Iteration 27Q: 3 clusters Score -1832745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1832758.625000 Penalty: 4752.795410
	Iteration 28Q: 3 clusters Score -1832759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1832769.375000 Penalty: 4752.795410
	Iteration 29Q: 3 clusters Score -1832769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1832781.000000 Penalty: 4752.795410
	Iteration 30Q: 3 clusters Score -1832781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1832783.750000 Penalty: 4752.795410
	Iteration 31Q: 3 clusters Score -1832784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1832787.750000 Penalty: 4752.795410
	Iteration 32Q: 3 clusters Score -1832788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1832793.125000 Penalty: 4752.795410
	Iteration 33Q: 3 clusters Score -1832793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1832804.625000 Penalty: 4752.795410
	Iteration 34Q: 3 clusters Score -1832805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1832802.250000 Penalty: 4752.795410
	Iteration 35Q: 3 clusters Score -1832802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1832802.125000 Penalty: 4752.795410
	Iteration 36Q: 3 clusters Score -1832802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1832803.750000 Penalty: 4752.795410
	Iteration 37Q: 3 clusters Score -1832804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1832810.875000 Penalty: 4752.795410
	Iteration 38Q: 3 clusters Score -1832811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1832811.250000 Penalty: 4752.795410
	Iteration 39Q: 3 clusters Score -1832811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1832815.875000 Penalty: 4752.795410
	Iteration 40F: 3 clusters Score -1832816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1832813.250000 Penalty: 4752.795410
	Iteration 41Q: 3 clusters Score -1832813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1832813.625000 Penalty: 4752.795410
	Iteration 42Q: 3 clusters Score -1832814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1832811.250000 Penalty: 4752.795410
	Iteration 43Q: 3 clusters Score -1832811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1832811.375000 Penalty: 4752.795410
	Iteration 44Q: 3 clusters Score -1832811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1832812.875000 Penalty: 4752.795410
	Iteration 45Q: 3 clusters Score -1832813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1832812.875000 Penalty: 4752.795410
	Iteration 46Q: 3 clusters Score -1832813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1832815.875000 Penalty: 4752.795410
	Iteration 47Q: 3 clusters Score -1832816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1832817.625000 Penalty: 4752.795410
	Iteration 48Q: 3 clusters Score -1832818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1832822.500000 Penalty: 4752.795410
	Iteration 49Q: 3 clusters Score -1832822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1832821.250000 Penalty: 4752.795410
	Iteration 50Q: 3 clusters Score -1832821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1832818.875000 Penalty: 4752.795410
	Iteration 51Q: 3 clusters Score -1832819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1832824.250000 Penalty: 4752.795410
	Iteration 52Q: 3 clusters Score -1832824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1832822.250000 Penalty: 4752.795410
	Iteration 53Q: 3 clusters Score -1832822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1832822.625000 Penalty: 4752.795410
	Iteration 54Q: 3 clusters Score -1832823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1832826.500000 Penalty: 4752.795410
	Iteration 55Q: 3 clusters Score -1832826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1832826.500000 Penalty: 4752.795410
	Iteration 56F: 3 clusters Score -1832826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -1017475.250000 Penalty: 2233.096680
	Iteration 0F: 2 clusters Score -1017475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1011087.062500 Penalty: 4466.193359
	Iteration 0F: 3 clusters Score -1011087 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1012762.125000 Penalty: 4466.193359
	Iteration 1F: 3 clusters Score -1012762 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1012984.562500 Penalty: 4466.193359
	Iteration 2F: 3 clusters Score -1012985 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1013119.625000 Penalty: 4466.193359
	Iteration 3Q: 3 clusters Score -1013120 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1013216.875000 Penalty: 4466.193359
	Iteration 4Q: 3 clusters Score -1013217 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1013288.812500 Penalty: 4466.193359
	Iteration 5Q: 3 clusters Score -1013289 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1013367.437500 Penalty: 4466.193359
	Iteration 6Q: 3 clusters Score -1013367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1013448.437500 Penalty: 4466.193359
	Iteration 7Q: 3 clusters Score -1013448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1013544.250000 Penalty: 4466.193359
	Iteration 8Q: 3 clusters Score -1013544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1013655.937500 Penalty: 4466.193359
	Iteration 9Q: 3 clusters Score -1013656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1013770.875000 Penalty: 4466.193359
	Iteration 10Q: 3 clusters Score -1013771 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1013896.437500 Penalty: 4466.193359
	Iteration 11Q: 3 clusters Score -1013896 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1014029.187500 Penalty: 4466.193359
	Iteration 12Q: 3 clusters Score -1014029 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1014152.687500 Penalty: 4466.193359
	Iteration 13Q: 3 clusters Score -1014153 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1014284.062500 Penalty: 4466.193359
	Iteration 14Q: 3 clusters Score -1014284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1014424.375000 Penalty: 4466.193359
	Iteration 15Q: 3 clusters Score -1014424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1014571.937500 Penalty: 4466.193359
	Iteration 16Q: 3 clusters Score -1014572 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1014701.937500 Penalty: 4466.193359
	Iteration 17Q: 3 clusters Score -1014702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1014820.375000 Penalty: 4466.193359
	Iteration 18Q: 3 clusters Score -1014820 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1014961.750000 Penalty: 4466.193359
	Iteration 19Q: 3 clusters Score -1014962 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1015083.500000 Penalty: 4466.193359
	Iteration 20F: 3 clusters Score -1015084 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1015208.187500 Penalty: 4466.193359
	Iteration 21Q: 3 clusters Score -1015208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1015319.875000 Penalty: 4466.193359
	Iteration 22Q: 3 clusters Score -1015320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1015416.437500 Penalty: 4466.193359
	Iteration 23Q: 3 clusters Score -1015416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1015477.000000 Penalty: 4466.193359
	Iteration 24Q: 3 clusters Score -1015477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1015528.875000 Penalty: 4466.193359
	Iteration 25Q: 3 clusters Score -1015529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1015558.750000 Penalty: 4466.193359
	Iteration 26Q: 3 clusters Score -1015559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1015585.687500 Penalty: 4466.193359
	Iteration 27Q: 3 clusters Score -1015586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1015608.875000 Penalty: 4466.193359
	Iteration 28Q: 3 clusters Score -1015609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1015625.562500 Penalty: 4466.193359
	Iteration 29Q: 3 clusters Score -1015626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1015641.125000 Penalty: 4466.193359
	Iteration 30Q: 3 clusters Score -1015641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1015654.125000 Penalty: 4466.193359
	Iteration 31Q: 3 clusters Score -1015654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1015664.062500 Penalty: 4466.193359
	Iteration 32Q: 3 clusters Score -1015664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1015669.937500 Penalty: 4466.193359
	Iteration 33Q: 3 clusters Score -1015670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1015671.312500 Penalty: 4466.193359
	Iteration 34Q: 3 clusters Score -1015671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1015673.187500 Penalty: 4466.193359
	Iteration 35Q: 3 clusters Score -1015673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1015674.687500 Penalty: 4466.193359
	Iteration 36Q: 3 clusters Score -1015675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1015676.500000 Penalty: 4466.193359
	Iteration 37Q: 3 clusters Score -1015676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1015675.875000 Penalty: 4466.193359
	Iteration 38Q: 3 clusters Score -1015676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1015675.875000 Penalty: 4466.193359
	Iteration 39F: 3 clusters Score -1015676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -465947.625000 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -465947.6 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 1847 members 
Entering Unmasked Estep 
Score: -462230.125000 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -462230.1 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -463070.312500 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -463070.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -463239.531250 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -463239.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -463327.437500 Penalty: 4075.849609
	Iteration 3Q: 3 clusters Score -463327.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -463394.093750 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -463394.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -463445.031250 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -463445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -463496.062500 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -463496.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -463543.156250 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -463543.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -463576.687500 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -463576.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -463602.281250 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -463602.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -463628.687500 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -463628.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -463657.031250 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -463657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -463677.218750 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -463677.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -463695.250000 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -463695.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -463709.187500 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -463709.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -463718.937500 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -463718.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -463730.968750 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -463731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -463744.656250 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -463744.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -463753.937500 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -463753.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -463764.875000 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -463764.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -463773.656250 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -463773.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -463779.750000 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -463779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -463786.218750 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -463786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -463792.625000 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -463792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -463798.718750 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -463798.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -463804.718750 Penalty: 4075.849609
	Iteration 25Q: 3 clusters Score -463804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -463813.937500 Penalty: 4075.849609
	Iteration 26Q: 3 clusters Score -463813.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -463826.875000 Penalty: 4075.849609
	Iteration 27Q: 3 clusters Score -463826.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -463834.750000 Penalty: 4075.849609
	Iteration 28Q: 3 clusters Score -463834.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -463843.000000 Penalty: 4075.849609
	Iteration 29Q: 3 clusters Score -463843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -463849.968750 Penalty: 4075.849609
	Iteration 30Q: 3 clusters Score -463850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -463856.562500 Penalty: 4075.849609
	Iteration 31Q: 3 clusters Score -463856.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -463865.562500 Penalty: 4075.849609
	Iteration 32Q: 3 clusters Score -463865.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -463873.156250 Penalty: 4075.849609
	Iteration 33Q: 3 clusters Score -463873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -463879.125000 Penalty: 4075.849609
	Iteration 34Q: 3 clusters Score -463879.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -463887.125000 Penalty: 4075.849609
	Iteration 35Q: 3 clusters Score -463887.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -463894.312500 Penalty: 4075.849609
	Iteration 36Q: 3 clusters Score -463894.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -463901.093750 Penalty: 4075.849609
	Iteration 37Q: 3 clusters Score -463901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -463907.093750 Penalty: 4075.849609
	Iteration 38Q: 3 clusters Score -463907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -463908.937500 Penalty: 4075.849609
	Iteration 39Q: 3 clusters Score -463908.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -463913.687500 Penalty: 4075.849609
	Iteration 40F: 3 clusters Score -463913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -463916.781250 Penalty: 4075.849609
	Iteration 41Q: 3 clusters Score -463916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -463921.343750 Penalty: 4075.849609
	Iteration 42Q: 3 clusters Score -463921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -463926.093750 Penalty: 4075.849609
	Iteration 43Q: 3 clusters Score -463926.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -463929.343750 Penalty: 4075.849609
	Iteration 44Q: 3 clusters Score -463929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -463931.187500 Penalty: 4075.849609
	Iteration 45Q: 3 clusters Score -463931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -463936.500000 Penalty: 4075.849609
	Iteration 46Q: 3 clusters Score -463936.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -463941.500000 Penalty: 4075.849609
	Iteration 47Q: 3 clusters Score -463941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -463944.250000 Penalty: 4075.849609
	Iteration 48Q: 3 clusters Score -463944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -463947.062500 Penalty: 4075.849609
	Iteration 49Q: 3 clusters Score -463947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -463950.843750 Penalty: 4075.849609
	Iteration 50Q: 3 clusters Score -463950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -463956.750000 Penalty: 4075.849609
	Iteration 51Q: 3 clusters Score -463956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -463963.031250 Penalty: 4075.849609
	Iteration 52Q: 3 clusters Score -463963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -463969.687500 Penalty: 4075.849609
	Iteration 53Q: 3 clusters Score -463969.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -463976.625000 Penalty: 4075.849609
	Iteration 54Q: 3 clusters Score -463976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -463986.187500 Penalty: 4075.849609
	Iteration 55Q: 3 clusters Score -463986.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -463997.968750 Penalty: 4075.849609
	Iteration 56Q: 3 clusters Score -463998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -464010.531250 Penalty: 4075.849609
	Iteration 57Q: 3 clusters Score -464010.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -464018.875000 Penalty: 4075.849609
	Iteration 58Q: 3 clusters Score -464018.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -464027.281250 Penalty: 4075.849609
	Iteration 59Q: 3 clusters Score -464027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -464037.437500 Penalty: 4075.849609
	Iteration 60F: 3 clusters Score -464037.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -464046.812500 Penalty: 4075.849609
	Iteration 61Q: 3 clusters Score -464046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -464053.781250 Penalty: 4075.849609
	Iteration 62Q: 3 clusters Score -464053.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -464061.343750 Penalty: 4075.849609
	Iteration 63Q: 3 clusters Score -464061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -464065.625000 Penalty: 4075.849609
	Iteration 64Q: 3 clusters Score -464065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -464070.093750 Penalty: 4075.849609
	Iteration 65Q: 3 clusters Score -464070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -464073.250000 Penalty: 4075.849609
	Iteration 66Q: 3 clusters Score -464073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -464077.187500 Penalty: 4075.849609
	Iteration 67Q: 3 clusters Score -464077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -464079.375000 Penalty: 4075.849609
	Iteration 68Q: 3 clusters Score -464079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -464079.656250 Penalty: 4075.849609
	Iteration 69Q: 3 clusters Score -464079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -464081.906250 Penalty: 4075.849609
	Iteration 70Q: 3 clusters Score -464081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -464081.906250 Penalty: 4075.849609
	Iteration 71F: 3 clusters Score -464081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Entering Unmasked Estep 
Score: -1415898.500000 Penalty: 2309.060547
	Iteration 0F: 2 clusters Score -1415898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1407535.000000 Penalty: 4618.121094
	Iteration 0F: 3 clusters Score -1407535 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1409955.250000 Penalty: 4618.121094
	Iteration 1F: 3 clusters Score -1409955 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1410234.500000 Penalty: 4618.121094
	Iteration 2F: 3 clusters Score -1410234 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1410426.625000 Penalty: 4618.121094
	Iteration 3Q: 3 clusters Score -1410427 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1410566.375000 Penalty: 4618.121094
	Iteration 4Q: 3 clusters Score -1410566 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1410683.750000 Penalty: 4618.121094
	Iteration 5Q: 3 clusters Score -1410684 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1410796.500000 Penalty: 4618.121094
	Iteration 6Q: 3 clusters Score -1410796 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1410895.500000 Penalty: 4618.121094
	Iteration 7Q: 3 clusters Score -1410896 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1410984.000000 Penalty: 4618.121094
	Iteration 8Q: 3 clusters Score -1410984 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1411077.125000 Penalty: 4618.121094
	Iteration 9Q: 3 clusters Score -1411077 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1411175.750000 Penalty: 4618.121094
	Iteration 10Q: 3 clusters Score -1411176 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1411283.125000 Penalty: 4618.121094
	Iteration 11Q: 3 clusters Score -1411283 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1411407.750000 Penalty: 4618.121094
	Iteration 12Q: 3 clusters Score -1411408 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1411573.625000 Penalty: 4618.121094
	Iteration 13Q: 3 clusters Score -1411574 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1411762.375000 Penalty: 4618.121094
	Iteration 14Q: 3 clusters Score -1411762 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1411962.375000 Penalty: 4618.121094
	Iteration 15Q: 3 clusters Score -1411962 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1412216.750000 Penalty: 4618.121094
	Iteration 16Q: 3 clusters Score -1412217 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1412525.250000 Penalty: 4618.121094
	Iteration 17Q: 3 clusters Score -1412525 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1412894.125000 Penalty: 4618.121094
	Iteration 18Q: 3 clusters Score -1412894 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1413192.500000 Penalty: 4618.121094
	Iteration 19Q: 3 clusters Score -1413192 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1413400.625000 Penalty: 4618.121094
	Iteration 20F: 3 clusters Score -1413401 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1413505.375000 Penalty: 4618.121094
	Iteration 21Q: 3 clusters Score -1413505 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1413569.750000 Penalty: 4618.121094
	Iteration 22Q: 3 clusters Score -1413570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1413609.750000 Penalty: 4618.121094
	Iteration 23Q: 3 clusters Score -1413610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1413640.750000 Penalty: 4618.121094
	Iteration 24Q: 3 clusters Score -1413641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1413661.250000 Penalty: 4618.121094
	Iteration 25Q: 3 clusters Score -1413661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1413672.875000 Penalty: 4618.121094
	Iteration 26Q: 3 clusters Score -1413673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1413683.250000 Penalty: 4618.121094
	Iteration 27Q: 3 clusters Score -1413683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1413690.375000 Penalty: 4618.121094
	Iteration 28Q: 3 clusters Score -1413690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1413693.250000 Penalty: 4618.121094
	Iteration 29Q: 3 clusters Score -1413693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1413704.375000 Penalty: 4618.121094
	Iteration 30Q: 3 clusters Score -1413704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1413712.750000 Penalty: 4618.121094
	Iteration 31Q: 3 clusters Score -1413713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1413718.375000 Penalty: 4618.121094
	Iteration 32Q: 3 clusters Score -1413718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1413726.750000 Penalty: 4618.121094
	Iteration 33Q: 3 clusters Score -1413727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1413743.250000 Penalty: 4618.121094
	Iteration 34Q: 3 clusters Score -1413743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1413759.375000 Penalty: 4618.121094
	Iteration 35Q: 3 clusters Score -1413759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1413783.125000 Penalty: 4618.121094
	Iteration 36Q: 3 clusters Score -1413783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1413789.750000 Penalty: 4618.121094
	Iteration 37Q: 3 clusters Score -1413790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1413797.875000 Penalty: 4618.121094
	Iteration 38Q: 3 clusters Score -1413798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1413806.250000 Penalty: 4618.121094
	Iteration 39Q: 3 clusters Score -1413806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1413822.000000 Penalty: 4618.121094
	Iteration 40F: 3 clusters Score -1413822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1413825.000000 Penalty: 4618.121094
	Iteration 41Q: 3 clusters Score -1413825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1413827.375000 Penalty: 4618.121094
	Iteration 42Q: 3 clusters Score -1413827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1413829.000000 Penalty: 4618.121094
	Iteration 43Q: 3 clusters Score -1413829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1413826.750000 Penalty: 4618.121094
	Iteration 44Q: 3 clusters Score -1413827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1413827.875000 Penalty: 4618.121094
	Iteration 45Q: 3 clusters Score -1413828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1413827.500000 Penalty: 4618.121094
	Iteration 46Q: 3 clusters Score -1413828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1413832.375000 Penalty: 4618.121094
	Iteration 47Q: 3 clusters Score -1413832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1413832.750000 Penalty: 4618.121094
	Iteration 48Q: 3 clusters Score -1413833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1413832.750000 Penalty: 4618.121094
	Iteration 49F: 3 clusters Score -1413833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Entering Unmasked Estep 
Score: -2267760.750000 Penalty: 2429.673584
	Iteration 0F: 2 clusters Score -2267761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2254977.250000 Penalty: 4859.347168
	Iteration 0F: 3 clusters Score -2254977 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2259073.750000 Penalty: 4859.347168
	Iteration 1F: 3 clusters Score -2259074 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2259413.000000 Penalty: 4859.347168
	Iteration 2F: 3 clusters Score -2259413 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2259724.250000 Penalty: 4859.347168
	Iteration 3Q: 3 clusters Score -2259724 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2260017.000000 Penalty: 4859.347168
	Iteration 4Q: 3 clusters Score -2260017 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2260394.750000 Penalty: 4859.347168
	Iteration 5Q: 3 clusters Score -2260395 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2260917.000000 Penalty: 4859.347168
	Iteration 6Q: 3 clusters Score -2260917 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2261570.750000 Penalty: 4859.347168
	Iteration 7F: 3 clusters Score -2261571 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2262389.750000 Penalty: 4859.347168
	Iteration 8F: 3 clusters Score -2262390 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2263377.500000 Penalty: 4859.347168
	Iteration 9F: 3 clusters Score -2263378 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2264443.750000 Penalty: 4859.347168
	Iteration 10F: 3 clusters Score -2264444 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2265422.750000 Penalty: 4859.347168
	Iteration 11F: 3 clusters Score -2265423 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2266057.750000 Penalty: 4859.347168
	Iteration 12Q: 3 clusters Score -2266058 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2266354.000000 Penalty: 4859.347168
	Iteration 13Q: 3 clusters Score -2266354 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2266469.000000 Penalty: 4859.347168
	Iteration 14Q: 3 clusters Score -2266469 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2266509.750000 Penalty: 4859.347168
	Iteration 15Q: 3 clusters Score -2266510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2266529.750000 Penalty: 4859.347168
	Iteration 16Q: 3 clusters Score -2266530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2266546.750000 Penalty: 4859.347168
	Iteration 17Q: 3 clusters Score -2266547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2266568.500000 Penalty: 4859.347168
	Iteration 18Q: 3 clusters Score -2266568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2266575.500000 Penalty: 4859.347168
	Iteration 19Q: 3 clusters Score -2266576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2266581.500000 Penalty: 4859.347168
	Iteration 20F: 3 clusters Score -2266582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2266580.750000 Penalty: 4859.347168
	Iteration 21Q: 3 clusters Score -2266581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2266582.250000 Penalty: 4859.347168
	Iteration 22Q: 3 clusters Score -2266582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2266581.250000 Penalty: 4859.347168
	Iteration 23Q: 3 clusters Score -2266581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2266581.500000 Penalty: 4859.347168
	Iteration 24Q: 3 clusters Score -2266582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2266581.250000 Penalty: 4859.347168
	Iteration 25Q: 3 clusters Score -2266581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2266581.000000 Penalty: 4859.347168
	Iteration 26Q: 3 clusters Score -2266581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2266580.750000 Penalty: 4859.347168
	Iteration 27Q: 3 clusters Score -2266581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2266580.750000 Penalty: 4859.347168
	Iteration 28F: 3 clusters Score -2266581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Entering Unmasked Estep 
Score: -18855832.000000 Penalty: 2955.133545
	Iteration 0F: 2 clusters Score -1.885583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -18756310.000000 Penalty: 5910.267090
	Iteration 0F: 3 clusters Score -1.875631e+07 nChanged 71395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -18797834.000000 Penalty: 5910.267090
	Iteration 1F: 3 clusters Score -1.879783e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -18798986.000000 Penalty: 5910.267090
	Iteration 2Q: 3 clusters Score -1.879899e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -18800532.000000 Penalty: 5910.267090
	Iteration 3Q: 3 clusters Score -1.880053e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -18802692.000000 Penalty: 5910.267090
	Iteration 4Q: 3 clusters Score -1.880269e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -18806342.000000 Penalty: 5910.267090
	Iteration 5F: 3 clusters Score -1.880634e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -18812216.000000 Penalty: 5910.267090
	Iteration 6F: 3 clusters Score -1.881222e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -18821628.000000 Penalty: 5910.267090
	Iteration 7F: 3 clusters Score -1.882163e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 128591 members 
Entering Unmasked Estep 
Score: -18833310.000000 Penalty: 5910.267090
	Iteration 8F: 3 clusters Score -1.883331e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 139065 members 
Entering Unmasked Estep 
Score: -18843820.000000 Penalty: 5910.267090
	Iteration 9F: 3 clusters Score -1.884382e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 145177 members 
Entering Unmasked Estep 
Score: -18849748.000000 Penalty: 5910.267090
	Iteration 10Q: 3 clusters Score -1.884975e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -18851988.000000 Penalty: 5910.267090
	Iteration 11Q: 3 clusters Score -1.885199e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -18852766.000000 Penalty: 5910.267090
	Iteration 12Q: 3 clusters Score -1.885277e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 149080 members 
Entering Unmasked Estep 
Score: -18853008.000000 Penalty: 5910.267090
	Iteration 13Q: 3 clusters Score -1.885301e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -18853148.000000 Penalty: 5910.267090
	Iteration 14Q: 3 clusters Score -1.885315e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -18853214.000000 Penalty: 5910.267090
	Iteration 15Q: 3 clusters Score -1.885321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -18853232.000000 Penalty: 5910.267090
	Iteration 16Q: 3 clusters Score -1.885323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 149271 members 
Entering Unmasked Estep 
Score: -18853222.000000 Penalty: 5910.267090
	Iteration 17Q: 3 clusters Score -1.885322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -18853238.000000 Penalty: 5910.267090
	Iteration 18Q: 3 clusters Score -1.885324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 149287 members 
Entering Unmasked Estep 
Score: -18853244.000000 Penalty: 5910.267090
	Iteration 19Q: 3 clusters Score -1.885324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 149289 members 
Entering Unmasked Estep 
Score: -18853248.000000 Penalty: 5910.267090
	Iteration 20F: 3 clusters Score -1.885325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -18853286.000000 Penalty: 5910.267090
	Iteration 21Q: 3 clusters Score -1.885329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 149297 members 
Entering Unmasked Estep 
Score: -18853284.000000 Penalty: 5910.267090
	Iteration 22Q: 3 clusters Score -1.885328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -18853298.000000 Penalty: 5910.267090
	Iteration 23Q: 3 clusters Score -1.88533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 149301 members 
Entering Unmasked Estep 
Score: -18853308.000000 Penalty: 5910.267090
	Iteration 24Q: 3 clusters Score -1.885331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 149308 members 
Entering Unmasked Estep 
Score: -18853308.000000 Penalty: 5910.267090
	Iteration 25Q: 3 clusters Score -1.885331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -18853304.000000 Penalty: 5910.267090
	Iteration 26Q: 3 clusters Score -1.88533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -18853304.000000 Penalty: 5910.267090
	Iteration 27Q: 3 clusters Score -1.88533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 149308 members 
Entering Unmasked Estep 
Score: -18853314.000000 Penalty: 5910.267090
	Iteration 28Q: 3 clusters Score -1.885331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -18853336.000000 Penalty: 5910.267090
	Iteration 29Q: 3 clusters Score -1.885334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -18853336.000000 Penalty: 5910.267090
	Iteration 30Q: 3 clusters Score -1.885334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -18853336.000000 Penalty: 5910.267090
	Iteration 31F: 3 clusters Score -1.885334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Entering Unmasked Estep 
Score: -379459.187500 Penalty: 1984.336060
	Iteration 0F: 2 clusters Score -379459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -376221.187500 Penalty: 3968.672119
	Iteration 0F: 3 clusters Score -376221.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -376848.562500 Penalty: 3968.672119
	Iteration 1F: 3 clusters Score -376848.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -377016.656250 Penalty: 3968.672119
	Iteration 2F: 3 clusters Score -377016.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -377115.468750 Penalty: 3968.672119
	Iteration 3Q: 3 clusters Score -377115.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -377173.531250 Penalty: 3968.672119
	Iteration 4Q: 3 clusters Score -377173.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -377215.562500 Penalty: 3968.672119
	Iteration 5Q: 3 clusters Score -377215.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -377244.875000 Penalty: 3968.672119
	Iteration 6Q: 3 clusters Score -377244.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377270.375000 Penalty: 3968.672119
	Iteration 7Q: 3 clusters Score -377270.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -377288.312500 Penalty: 3968.672119
	Iteration 8Q: 3 clusters Score -377288.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -377308.781250 Penalty: 3968.672119
	Iteration 9Q: 3 clusters Score -377308.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -377337.625000 Penalty: 3968.672119
	Iteration 10Q: 3 clusters Score -377337.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -377377.843750 Penalty: 3968.672119
	Iteration 11Q: 3 clusters Score -377377.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -377416.937500 Penalty: 3968.672119
	Iteration 12Q: 3 clusters Score -377416.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -377452.750000 Penalty: 3968.672119
	Iteration 13Q: 3 clusters Score -377452.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -377490.718750 Penalty: 3968.672119
	Iteration 14Q: 3 clusters Score -377490.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -377522.218750 Penalty: 3968.672119
	Iteration 15Q: 3 clusters Score -377522.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -377549.562500 Penalty: 3968.672119
	Iteration 16Q: 3 clusters Score -377549.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -377577.875000 Penalty: 3968.672119
	Iteration 17Q: 3 clusters Score -377577.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -377595.093750 Penalty: 3968.672119
	Iteration 18Q: 3 clusters Score -377595.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -377614.000000 Penalty: 3968.672119
	Iteration 19Q: 3 clusters Score -377614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -377629.531250 Penalty: 3968.672119
	Iteration 20F: 3 clusters Score -377629.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -377648.468750 Penalty: 3968.672119
	Iteration 21Q: 3 clusters Score -377648.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -377665.906250 Penalty: 3968.672119
	Iteration 22Q: 3 clusters Score -377665.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -377683.156250 Penalty: 3968.672119
	Iteration 23Q: 3 clusters Score -377683.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -377702.468750 Penalty: 3968.672119
	Iteration 24Q: 3 clusters Score -377702.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -377722.312500 Penalty: 3968.672119
	Iteration 25Q: 3 clusters Score -377722.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -377743.375000 Penalty: 3968.672119
	Iteration 26Q: 3 clusters Score -377743.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -377759.062500 Penalty: 3968.672119
	Iteration 27Q: 3 clusters Score -377759.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -377766.562500 Penalty: 3968.672119
	Iteration 28Q: 3 clusters Score -377766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -377777.937500 Penalty: 3968.672119
	Iteration 29Q: 3 clusters Score -377777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -377787.125000 Penalty: 3968.672119
	Iteration 30Q: 3 clusters Score -377787.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -377799.937500 Penalty: 3968.672119
	Iteration 31Q: 3 clusters Score -377799.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -377809.562500 Penalty: 3968.672119
	Iteration 32Q: 3 clusters Score -377809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -377818.750000 Penalty: 3968.672119
	Iteration 33Q: 3 clusters Score -377818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -377828.187500 Penalty: 3968.672119
	Iteration 34Q: 3 clusters Score -377828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -377838.093750 Penalty: 3968.672119
	Iteration 35Q: 3 clusters Score -377838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -377849.125000 Penalty: 3968.672119
	Iteration 36Q: 3 clusters Score -377849.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -377869.375000 Penalty: 3968.672119
	Iteration 37Q: 3 clusters Score -377869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -377882.187500 Penalty: 3968.672119
	Iteration 38Q: 3 clusters Score -377882.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -377896.437500 Penalty: 3968.672119
	Iteration 39Q: 3 clusters Score -377896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -377915.875000 Penalty: 3968.672119
	Iteration 40F: 3 clusters Score -377915.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -377935.375000 Penalty: 3968.672119
	Iteration 41Q: 3 clusters Score -377935.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -377948.375000 Penalty: 3968.672119
	Iteration 42Q: 3 clusters Score -377948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -377961.312500 Penalty: 3968.672119
	Iteration 43Q: 3 clusters Score -377961.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -377971.312500 Penalty: 3968.672119
	Iteration 44Q: 3 clusters Score -377971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -377978.812500 Penalty: 3968.672119
	Iteration 45Q: 3 clusters Score -377978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -377983.281250 Penalty: 3968.672119
	Iteration 46Q: 3 clusters Score -377983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -377986.312500 Penalty: 3968.672119
	Iteration 47Q: 3 clusters Score -377986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -377987.593750 Penalty: 3968.672119
	Iteration 48Q: 3 clusters Score -377987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -377989.593750 Penalty: 3968.672119
	Iteration 49Q: 3 clusters Score -377989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -377991.500000 Penalty: 3968.672119
	Iteration 50Q: 3 clusters Score -377991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -377994.062500 Penalty: 3968.672119
	Iteration 51Q: 3 clusters Score -377994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -377994.906250 Penalty: 3968.672119
	Iteration 52Q: 3 clusters Score -377994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -377994.906250 Penalty: 3968.672119
	Iteration 53F: 3 clusters Score -377994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -160480.437500 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -160480.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158331.906250 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -158331.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158714.812500 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -158714.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158857.234375 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -158857.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -158961.375000 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -158961.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -159067.515625 Penalty: 3576.199463
	Iteration 4F: 3 clusters Score -159067.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159263.765625 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -159263.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -159532.281250 Penalty: 3576.199463
	Iteration 6F: 3 clusters Score -159532.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -159789.296875 Penalty: 3576.199463
	Iteration 7F: 3 clusters Score -159789.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -159942.687500 Penalty: 3576.199463
	Iteration 8F: 3 clusters Score -159942.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -160046.828125 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -160046.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -160089.703125 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -160089.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -160110.484375 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -160110.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160129.875000 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -160129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -160134.953125 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -160135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -160148.281250 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -160148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160163.343750 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -160163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160174.718750 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -160174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -160179.265625 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -160179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160180.968750 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -160181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160180.968750 Penalty: 3576.199463
	Iteration 19F: 3 clusters Score -160181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Entering Unmasked Estep 
Score: -20970044.000000 Penalty: 2982.907959
	Iteration 0F: 2 clusters Score -2.097004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -20859374.000000 Penalty: 5965.815918
	Iteration 0F: 3 clusters Score -2.085937e+07 nChanged 80116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -20905316.000000 Penalty: 5965.815918
	Iteration 1F: 3 clusters Score -2.090532e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -20906106.000000 Penalty: 5965.815918
	Iteration 2Q: 3 clusters Score -2.090611e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -20907504.000000 Penalty: 5965.815918
	Iteration 3Q: 3 clusters Score -2.09075e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -20909534.000000 Penalty: 5965.815918
	Iteration 4Q: 3 clusters Score -2.090953e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -20913170.000000 Penalty: 5965.815918
	Iteration 5Q: 3 clusters Score -2.091317e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -20920246.000000 Penalty: 5965.815918
	Iteration 6F: 3 clusters Score -2.092025e+07 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -20931114.000000 Penalty: 5965.815918
	Iteration 7F: 3 clusters Score -2.093111e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -20944232.000000 Penalty: 5965.815918
	Iteration 8F: 3 clusters Score -2.094423e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152462 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -20955212.000000 Penalty: 5965.815918
	Iteration 9F: 3 clusters Score -2.095521e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160193 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -20961796.000000 Penalty: 5965.815918
	Iteration 10Q: 3 clusters Score -2.09618e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -20965130.000000 Penalty: 5965.815918
	Iteration 11Q: 3 clusters Score -2.096513e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20966464.000000 Penalty: 5965.815918
	Iteration 12Q: 3 clusters Score -2.096646e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20966912.000000 Penalty: 5965.815918
	Iteration 13Q: 3 clusters Score -2.096691e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166868 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -20967164.000000 Penalty: 5965.815918
	Iteration 14Q: 3 clusters Score -2.096716e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20967286.000000 Penalty: 5965.815918
	Iteration 15Q: 3 clusters Score -2.096729e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20967370.000000 Penalty: 5965.815918
	Iteration 16Q: 3 clusters Score -2.096737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167005 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20967406.000000 Penalty: 5965.815918
	Iteration 17Q: 3 clusters Score -2.096741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167016 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20967420.000000 Penalty: 5965.815918
	Iteration 18Q: 3 clusters Score -2.096742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20967446.000000 Penalty: 5965.815918
	Iteration 19Q: 3 clusters Score -2.096745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20967440.000000 Penalty: 5965.815918
	Iteration 20F: 3 clusters Score -2.096744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20967436.000000 Penalty: 5965.815918
	Iteration 21Q: 3 clusters Score -2.096744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20967446.000000 Penalty: 5965.815918
	Iteration 22Q: 3 clusters Score -2.096745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167021 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20967450.000000 Penalty: 5965.815918
	Iteration 23Q: 3 clusters Score -2.096745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20967444.000000 Penalty: 5965.815918
	Iteration 24Q: 3 clusters Score -2.096744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20967454.000000 Penalty: 5965.815918
	Iteration 25Q: 3 clusters Score -2.096745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20967454.000000 Penalty: 5965.815918
	Iteration 26F: 3 clusters Score -2.096745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Entering Unmasked Estep 
Score: -1224743.375000 Penalty: 2274.040527
	Iteration 0F: 2 clusters Score -1224743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1217385.000000 Penalty: 4548.081055
	Iteration 0F: 3 clusters Score -1217385 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1219445.375000 Penalty: 4548.081055
	Iteration 1F: 3 clusters Score -1219445 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1219694.375000 Penalty: 4548.081055
	Iteration 2F: 3 clusters Score -1219694 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1219890.250000 Penalty: 4548.081055
	Iteration 3Q: 3 clusters Score -1219890 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1220053.750000 Penalty: 4548.081055
	Iteration 4Q: 3 clusters Score -1220054 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1220185.000000 Penalty: 4548.081055
	Iteration 5Q: 3 clusters Score -1220185 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1220294.375000 Penalty: 4548.081055
	Iteration 6Q: 3 clusters Score -1220294 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1220412.625000 Penalty: 4548.081055
	Iteration 7Q: 3 clusters Score -1220413 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1220536.125000 Penalty: 4548.081055
	Iteration 8Q: 3 clusters Score -1220536 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1220666.000000 Penalty: 4548.081055
	Iteration 9Q: 3 clusters Score -1220666 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1220818.000000 Penalty: 4548.081055
	Iteration 10Q: 3 clusters Score -1220818 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1220981.750000 Penalty: 4548.081055
	Iteration 11Q: 3 clusters Score -1220982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1221122.625000 Penalty: 4548.081055
	Iteration 12Q: 3 clusters Score -1221123 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1221246.625000 Penalty: 4548.081055
	Iteration 13Q: 3 clusters Score -1221247 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1221357.250000 Penalty: 4548.081055
	Iteration 14Q: 3 clusters Score -1221357 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1221464.250000 Penalty: 4548.081055
	Iteration 15Q: 3 clusters Score -1221464 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1221597.500000 Penalty: 4548.081055
	Iteration 16Q: 3 clusters Score -1221598 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1221733.375000 Penalty: 4548.081055
	Iteration 17Q: 3 clusters Score -1221733 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1221847.500000 Penalty: 4548.081055
	Iteration 18Q: 3 clusters Score -1221848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1221968.625000 Penalty: 4548.081055
	Iteration 19Q: 3 clusters Score -1221969 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1222074.500000 Penalty: 4548.081055
	Iteration 20F: 3 clusters Score -1222074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1222157.500000 Penalty: 4548.081055
	Iteration 21Q: 3 clusters Score -1222158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1222234.750000 Penalty: 4548.081055
	Iteration 22Q: 3 clusters Score -1222235 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1222305.000000 Penalty: 4548.081055
	Iteration 23Q: 3 clusters Score -1222305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1222373.250000 Penalty: 4548.081055
	Iteration 24Q: 3 clusters Score -1222373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1222440.625000 Penalty: 4548.081055
	Iteration 25Q: 3 clusters Score -1222441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1222505.375000 Penalty: 4548.081055
	Iteration 26Q: 3 clusters Score -1222505 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1222563.500000 Penalty: 4548.081055
	Iteration 27Q: 3 clusters Score -1222564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1222600.500000 Penalty: 4548.081055
	Iteration 28Q: 3 clusters Score -1222600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1222638.375000 Penalty: 4548.081055
	Iteration 29Q: 3 clusters Score -1222638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1222665.500000 Penalty: 4548.081055
	Iteration 30Q: 3 clusters Score -1222666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1222684.500000 Penalty: 4548.081055
	Iteration 31Q: 3 clusters Score -1222684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1222700.375000 Penalty: 4548.081055
	Iteration 32Q: 3 clusters Score -1222700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1222718.875000 Penalty: 4548.081055
	Iteration 33Q: 3 clusters Score -1222719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1222737.500000 Penalty: 4548.081055
	Iteration 34Q: 3 clusters Score -1222738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1222746.500000 Penalty: 4548.081055
	Iteration 35Q: 3 clusters Score -1222746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1222758.000000 Penalty: 4548.081055
	Iteration 36Q: 3 clusters Score -1222758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1222768.125000 Penalty: 4548.081055
	Iteration 37Q: 3 clusters Score -1222768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1222772.500000 Penalty: 4548.081055
	Iteration 38Q: 3 clusters Score -1222772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1222776.000000 Penalty: 4548.081055
	Iteration 39Q: 3 clusters Score -1222776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1222779.125000 Penalty: 4548.081055
	Iteration 40F: 3 clusters Score -1222779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1222782.500000 Penalty: 4548.081055
	Iteration 41Q: 3 clusters Score -1222782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1222783.875000 Penalty: 4548.081055
	Iteration 42Q: 3 clusters Score -1222784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1222788.000000 Penalty: 4548.081055
	Iteration 43Q: 3 clusters Score -1222788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1222788.000000 Penalty: 4548.081055
	Iteration 44F: 3 clusters Score -1222788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Entering Unmasked Estep 
Score: -1010650.125000 Penalty: 2243.099854
	Iteration 0F: 2 clusters Score -1010650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1003980.437500 Penalty: 4486.199707
	Iteration 0F: 3 clusters Score -1003980 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1006024.500000 Penalty: 4486.199707
	Iteration 1F: 3 clusters Score -1006024 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1006631.750000 Penalty: 4486.199707
	Iteration 2F: 3 clusters Score -1006632 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1007269.875000 Penalty: 4486.199707
	Iteration 3F: 3 clusters Score -1007270 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1007786.312500 Penalty: 4486.199707
	Iteration 4F: 3 clusters Score -1007786 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1008252.875000 Penalty: 4486.199707
	Iteration 5F: 3 clusters Score -1008253 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1008613.875000 Penalty: 4486.199707
	Iteration 6F: 3 clusters Score -1008614 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1008857.875000 Penalty: 4486.199707
	Iteration 7Q: 3 clusters Score -1008858 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1009033.562500 Penalty: 4486.199707
	Iteration 8Q: 3 clusters Score -1009034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1009146.500000 Penalty: 4486.199707
	Iteration 9Q: 3 clusters Score -1009146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1009223.312500 Penalty: 4486.199707
	Iteration 10Q: 3 clusters Score -1009223 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1009271.312500 Penalty: 4486.199707
	Iteration 11Q: 3 clusters Score -1009271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1009300.500000 Penalty: 4486.199707
	Iteration 12Q: 3 clusters Score -1009300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1009318.187500 Penalty: 4486.199707
	Iteration 13Q: 3 clusters Score -1009318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1009335.187500 Penalty: 4486.199707
	Iteration 14Q: 3 clusters Score -1009335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1009348.187500 Penalty: 4486.199707
	Iteration 15Q: 3 clusters Score -1009348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1009360.125000 Penalty: 4486.199707
	Iteration 16Q: 3 clusters Score -1009360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1009378.250000 Penalty: 4486.199707
	Iteration 17Q: 3 clusters Score -1009378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1009388.437500 Penalty: 4486.199707
	Iteration 18Q: 3 clusters Score -1009388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1009391.312500 Penalty: 4486.199707
	Iteration 19Q: 3 clusters Score -1009391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1009400.062500 Penalty: 4486.199707
	Iteration 20F: 3 clusters Score -1009400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1009402.000000 Penalty: 4486.199707
	Iteration 21Q: 3 clusters Score -1009402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1009404.312500 Penalty: 4486.199707
	Iteration 22Q: 3 clusters Score -1009404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1009408.437500 Penalty: 4486.199707
	Iteration 23Q: 3 clusters Score -1009408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1009407.375000 Penalty: 4486.199707
	Iteration 24Q: 3 clusters Score -1009407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1009411.187500 Penalty: 4486.199707
	Iteration 25Q: 3 clusters Score -1009411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1009413.875000 Penalty: 4486.199707
	Iteration 26Q: 3 clusters Score -1009414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1009411.500000 Penalty: 4486.199707
	Iteration 27Q: 3 clusters Score -1009412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1009413.812500 Penalty: 4486.199707
	Iteration 28Q: 3 clusters Score -1009414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1009412.187500 Penalty: 4486.199707
	Iteration 29Q: 3 clusters Score -1009412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1009412.875000 Penalty: 4486.199707
	Iteration 30Q: 3 clusters Score -1009413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1009413.000000 Penalty: 4486.199707
	Iteration 31Q: 3 clusters Score -1009413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1009413.625000 Penalty: 4486.199707
	Iteration 32Q: 3 clusters Score -1009414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1009414.062500 Penalty: 4486.199707
	Iteration 33Q: 3 clusters Score -1009414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1009416.312500 Penalty: 4486.199707
	Iteration 34Q: 3 clusters Score -1009416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1009416.500000 Penalty: 4486.199707
	Iteration 35Q: 3 clusters Score -1009416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1009416.687500 Penalty: 4486.199707
	Iteration 36Q: 3 clusters Score -1009417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1009415.687500 Penalty: 4486.199707
	Iteration 37Q: 3 clusters Score -1009416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1009417.125000 Penalty: 4486.199707
	Iteration 38Q: 3 clusters Score -1009417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1009417.375000 Penalty: 4486.199707
	Iteration 39Q: 3 clusters Score -1009417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1009417.375000 Penalty: 4486.199707
	Iteration 40F: 3 clusters Score -1009417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Entering Unmasked Estep 
Score: -1564753.875000 Penalty: 2335.019531
	Iteration 0F: 2 clusters Score -1564754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1555634.250000 Penalty: 4670.039062
	Iteration 0F: 3 clusters Score -1555634 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1558335.875000 Penalty: 4670.039062
	Iteration 1F: 3 clusters Score -1558336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1558652.375000 Penalty: 4670.039062
	Iteration 2F: 3 clusters Score -1558652 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1558878.250000 Penalty: 4670.039062
	Iteration 3Q: 3 clusters Score -1558878 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1559082.875000 Penalty: 4670.039062
	Iteration 4Q: 3 clusters Score -1559083 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1559282.875000 Penalty: 4670.039062
	Iteration 5Q: 3 clusters Score -1559283 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1559513.625000 Penalty: 4670.039062
	Iteration 6Q: 3 clusters Score -1559514 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1559751.250000 Penalty: 4670.039062
	Iteration 7Q: 3 clusters Score -1559751 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1560007.375000 Penalty: 4670.039062
	Iteration 8Q: 3 clusters Score -1560007 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1560250.875000 Penalty: 4670.039062
	Iteration 9Q: 3 clusters Score -1560251 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1560531.125000 Penalty: 4670.039062
	Iteration 10Q: 3 clusters Score -1560531 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1560823.750000 Penalty: 4670.039062
	Iteration 11Q: 3 clusters Score -1560824 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1561124.750000 Penalty: 4670.039062
	Iteration 12Q: 3 clusters Score -1561125 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1561408.375000 Penalty: 4670.039062
	Iteration 13Q: 3 clusters Score -1561408 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1561645.875000 Penalty: 4670.039062
	Iteration 14Q: 3 clusters Score -1561646 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1561846.250000 Penalty: 4670.039062
	Iteration 15Q: 3 clusters Score -1561846 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1561996.625000 Penalty: 4670.039062
	Iteration 16Q: 3 clusters Score -1561997 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1562119.875000 Penalty: 4670.039062
	Iteration 17Q: 3 clusters Score -1562120 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1562223.750000 Penalty: 4670.039062
	Iteration 18Q: 3 clusters Score -1562224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1562302.750000 Penalty: 4670.039062
	Iteration 19Q: 3 clusters Score -1562303 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1562377.875000 Penalty: 4670.039062
	Iteration 20F: 3 clusters Score -1562378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1562448.625000 Penalty: 4670.039062
	Iteration 21Q: 3 clusters Score -1562449 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1562535.125000 Penalty: 4670.039062
	Iteration 22Q: 3 clusters Score -1562535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1562622.750000 Penalty: 4670.039062
	Iteration 23Q: 3 clusters Score -1562623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1562714.250000 Penalty: 4670.039062
	Iteration 24Q: 3 clusters Score -1562714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1562803.625000 Penalty: 4670.039062
	Iteration 25Q: 3 clusters Score -1562804 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1562890.125000 Penalty: 4670.039062
	Iteration 26Q: 3 clusters Score -1562890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1562961.125000 Penalty: 4670.039062
	Iteration 27Q: 3 clusters Score -1562961 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1563025.875000 Penalty: 4670.039062
	Iteration 28Q: 3 clusters Score -1563026 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1563092.375000 Penalty: 4670.039062
	Iteration 29Q: 3 clusters Score -1563092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1563155.500000 Penalty: 4670.039062
	Iteration 30Q: 3 clusters Score -1563156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1563199.000000 Penalty: 4670.039062
	Iteration 31Q: 3 clusters Score -1563199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1563232.000000 Penalty: 4670.039062
	Iteration 32Q: 3 clusters Score -1563232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1563282.750000 Penalty: 4670.039062
	Iteration 33Q: 3 clusters Score -1563283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1563323.875000 Penalty: 4670.039062
	Iteration 34Q: 3 clusters Score -1563324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1563370.500000 Penalty: 4670.039062
	Iteration 35Q: 3 clusters Score -1563370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1563402.375000 Penalty: 4670.039062
	Iteration 36Q: 3 clusters Score -1563402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1563421.375000 Penalty: 4670.039062
	Iteration 37Q: 3 clusters Score -1563421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1563440.250000 Penalty: 4670.039062
	Iteration 38Q: 3 clusters Score -1563440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1563462.500000 Penalty: 4670.039062
	Iteration 39Q: 3 clusters Score -1563462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1563475.375000 Penalty: 4670.039062
	Iteration 40F: 3 clusters Score -1563475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1563486.250000 Penalty: 4670.039062
	Iteration 41Q: 3 clusters Score -1563486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1563501.625000 Penalty: 4670.039062
	Iteration 42Q: 3 clusters Score -1563502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1563512.000000 Penalty: 4670.039062
	Iteration 43Q: 3 clusters Score -1563512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1563523.500000 Penalty: 4670.039062
	Iteration 44Q: 3 clusters Score -1563524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1563530.000000 Penalty: 4670.039062
	Iteration 45Q: 3 clusters Score -1563530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1563536.875000 Penalty: 4670.039062
	Iteration 46Q: 3 clusters Score -1563537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1563535.000000 Penalty: 4670.039062
	Iteration 47Q: 3 clusters Score -1563535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1563537.000000 Penalty: 4670.039062
	Iteration 48Q: 3 clusters Score -1563537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1563539.125000 Penalty: 4670.039062
	Iteration 49Q: 3 clusters Score -1563539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1563542.375000 Penalty: 4670.039062
	Iteration 50Q: 3 clusters Score -1563542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1563548.750000 Penalty: 4670.039062
	Iteration 51Q: 3 clusters Score -1563549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1563548.625000 Penalty: 4670.039062
	Iteration 52Q: 3 clusters Score -1563549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1563554.250000 Penalty: 4670.039062
	Iteration 53Q: 3 clusters Score -1563554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1563553.125000 Penalty: 4670.039062
	Iteration 54Q: 3 clusters Score -1563553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1563552.000000 Penalty: 4670.039062
	Iteration 55Q: 3 clusters Score -1563552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1563552.000000 Penalty: 4670.039062
	Iteration 56F: 3 clusters Score -1563552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -290361.593750 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -290361.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287524.718750 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -287524.7 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288013.250000 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -288013.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288133.562500 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -288133.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288203.093750 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -288203.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -288257.593750 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -288257.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -288291.500000 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -288291.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -288308.906250 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -288308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -288322.812500 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -288322.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -288335.125000 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -288335.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288344.593750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -288344.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -288352.937500 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -288352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -288362.750000 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -288362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -288369.906250 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -288369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288375.656250 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -288375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -288379.281250 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -288379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288380.437500 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -288380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -288382.437500 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -288382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288385.218750 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -288385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -288389.218750 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -288389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -288391.031250 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -288391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288393.281250 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -288393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -288394.687500 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -288394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -288395.093750 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -288395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -288395.093750 Penalty: 3846.010010
	Iteration 23F: 3 clusters Score -288395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -238887.171875 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -238887.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -236311.890625 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -236311.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -236821.312500 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -236821.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -236984.515625 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -236984.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -237076.359375 Penalty: 3773.753906
	Iteration 3F: 3 clusters Score -237076.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -237126.328125 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -237126.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -237177.203125 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -237177.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -237217.375000 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -237217.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237252.343750 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -237252.3 nChanged 40
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: -237286.875000 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -237286.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -237326.937500 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -237326.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237364.968750 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -237365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237411.984375 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -237412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -237441.375000 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -237441.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -237471.296875 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -237471.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -237506.671875 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -237506.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -237541.281250 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -237541.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -237579.062500 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -237579.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -237607.781250 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -237607.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -237639.343750 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -237639.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -237666.218750 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -237666.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -237699.343750 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -237699.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -237725.609375 Penalty: 3773.753906
	Iteration 21Q: 3 clusters Score -237725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -237751.843750 Penalty: 3773.753906
	Iteration 22Q: 3 clusters Score -237751.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -237825.406250 Penalty: 3773.753906
	Iteration 23Q: 3 clusters Score -237825.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -237865.265625 Penalty: 3773.753906
	Iteration 24Q: 3 clusters Score -237865.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -237894.828125 Penalty: 3773.753906
	Iteration 25Q: 3 clusters Score -237894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -237919.718750 Penalty: 3773.753906
	Iteration 26Q: 3 clusters Score -237919.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -237929.109375 Penalty: 3773.753906
	Iteration 27Q: 3 clusters Score -237929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -237934.953125 Penalty: 3773.753906
	Iteration 28Q: 3 clusters Score -237935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -237939.843750 Penalty: 3773.753906
	Iteration 29Q: 3 clusters Score -237939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -237942.000000 Penalty: 3773.753906
	Iteration 30Q: 3 clusters Score -237942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -237944.234375 Penalty: 3773.753906
	Iteration 31Q: 3 clusters Score -237944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -237944.234375 Penalty: 3773.753906
	Iteration 32F: 3 clusters Score -237944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Entering Unmasked Estep 
Score: -9311363.000000 Penalty: 2787.787109
	Iteration 0F: 2 clusters Score -9311363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -9260284.000000 Penalty: 5575.574219
	Iteration 0F: 3 clusters Score -9260284 nChanged 35765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -9280775.000000 Penalty: 5575.574219
	Iteration 1F: 3 clusters Score -9280775 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -9281681.000000 Penalty: 5575.574219
	Iteration 2Q: 3 clusters Score -9281681 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -9282890.000000 Penalty: 5575.574219
	Iteration 3Q: 3 clusters Score -9282890 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -9284772.000000 Penalty: 5575.574219
	Iteration 4F: 3 clusters Score -9284772 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -9287556.000000 Penalty: 5575.574219
	Iteration 5F: 3 clusters Score -9287556 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -9291006.000000 Penalty: 5575.574219
	Iteration 6F: 3 clusters Score -9291006 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -9294478.000000 Penalty: 5575.574219
	Iteration 7F: 3 clusters Score -9294478 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -9296967.000000 Penalty: 5575.574219
	Iteration 8F: 3 clusters Score -9296967 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -9298371.000000 Penalty: 5575.574219
	Iteration 9Q: 3 clusters Score -9298371 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -9298896.000000 Penalty: 5575.574219
	Iteration 10Q: 3 clusters Score -9298896 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -9299244.000000 Penalty: 5575.574219
	Iteration 11Q: 3 clusters Score -9299244 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -9299539.000000 Penalty: 5575.574219
	Iteration 12Q: 3 clusters Score -9299539 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -9299741.000000 Penalty: 5575.574219
	Iteration 13Q: 3 clusters Score -9299741 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -9299926.000000 Penalty: 5575.574219
	Iteration 14Q: 3 clusters Score -9299926 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -9300244.000000 Penalty: 5575.574219
	Iteration 15Q: 3 clusters Score -9300244 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9300670.000000 Penalty: 5575.574219
	Iteration 16Q: 3 clusters Score -9300670 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -9301267.000000 Penalty: 5575.574219
	Iteration 17Q: 3 clusters Score -9301267 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -9302212.000000 Penalty: 5575.574219
	Iteration 18Q: 3 clusters Score -9302212 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -9303793.000000 Penalty: 5575.574219
	Iteration 19Q: 3 clusters Score -9303793 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9305836.000000 Penalty: 5575.574219
	Iteration 20F: 3 clusters Score -9305836 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9307559.000000 Penalty: 5575.574219
	Iteration 21Q: 3 clusters Score -9307559 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9308385.000000 Penalty: 5575.574219
	Iteration 22Q: 3 clusters Score -9308385 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9308729.000000 Penalty: 5575.574219
	Iteration 23Q: 3 clusters Score -9308729 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9308845.000000 Penalty: 5575.574219
	Iteration 24Q: 3 clusters Score -9308845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9308940.000000 Penalty: 5575.574219
	Iteration 25Q: 3 clusters Score -9308940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9308972.000000 Penalty: 5575.574219
	Iteration 26Q: 3 clusters Score -9308972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9309030.000000 Penalty: 5575.574219
	Iteration 27Q: 3 clusters Score -9309030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9309061.000000 Penalty: 5575.574219
	Iteration 28Q: 3 clusters Score -9309061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9309073.000000 Penalty: 5575.574219
	Iteration 29Q: 3 clusters Score -9309073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9309081.000000 Penalty: 5575.574219
	Iteration 30Q: 3 clusters Score -9309081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9309076.000000 Penalty: 5575.574219
	Iteration 31Q: 3 clusters Score -9309076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9309083.000000 Penalty: 5575.574219
	Iteration 32Q: 3 clusters Score -9309083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9309085.000000 Penalty: 5575.574219
	Iteration 33Q: 3 clusters Score -9309085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9309078.000000 Penalty: 5575.574219
	Iteration 34Q: 3 clusters Score -9309078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9309082.000000 Penalty: 5575.574219
	Iteration 35Q: 3 clusters Score -9309082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9309082.000000 Penalty: 5575.574219
	Iteration 36F: 3 clusters Score -9309082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 283 members 
Entering Unmasked Estep 
Score: -59850.414062 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59850.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60132.222656 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60132.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60360.746094 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -60360.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60604.777344 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -60604.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60810.566406 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -60810.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60998.484375 Penalty: 3128.816650
	Iteration 5F: 3 clusters Score -60998.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61061.484375 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -61061.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61087.636719 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -61087.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61109.031250 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -61109.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61109.031250 Penalty: 3128.816650
	Iteration 9F: 3 clusters Score -61109.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -57381.460938 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -57381.46 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 277 members 
Entering Unmasked Estep 
Score: -55812.664062 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -55812.66 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56109.589844 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -56109.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56288.312500 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -56288.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56516.082031 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -56516.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56703.000000 Penalty: 3127.912598
	Iteration 4F: 3 clusters Score -56703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56790.375000 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -56790.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56813.542969 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -56813.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56830.488281 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -56830.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56868.773438 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -56868.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56898.589844 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -56898.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56912.855469 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -56912.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56916.203125 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -56916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56916.203125 Penalty: 3127.912598
	Iteration 12F: 3 clusters Score -56916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -101016.078125 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -101016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99217.140625 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -99217.14 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99430.765625 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -99430.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99531.609375 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -99531.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99603.460938 Penalty: 3342.710938
	Iteration 3Q: 3 clusters Score -99603.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99632.906250 Penalty: 3342.710938
	Iteration 4Q: 3 clusters Score -99632.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99655.265625 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -99655.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99679.226562 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -99679.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -99687.414062 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -99687.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99697.070312 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -99697.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99704.039062 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -99704.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99714.335938 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -99714.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99718.625000 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -99718.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99723.812500 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -99723.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99723.812500 Penalty: 3342.710938
	Iteration 13F: 3 clusters Score -99723.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (155123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155123 members 
Entering Unmasked Estep 
Score: -19535818.000000 Penalty: 2964.089600
	Iteration 0F: 2 clusters Score -1.953582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -19433836.000000 Penalty: 5928.179199
	Iteration 0F: 3 clusters Score -1.943384e+07 nChanged 74180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -19477012.000000 Penalty: 5928.179199
	Iteration 1F: 3 clusters Score -1.947701e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -19477966.000000 Penalty: 5928.179199
	Iteration 2Q: 3 clusters Score -1.947797e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -19479222.000000 Penalty: 5928.179199
	Iteration 3Q: 3 clusters Score -1.947922e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -19480778.000000 Penalty: 5928.179199
	Iteration 4Q: 3 clusters Score -1.948078e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -19482286.000000 Penalty: 5928.179199
	Iteration 5Q: 3 clusters Score -1.948229e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -19484144.000000 Penalty: 5928.179199
	Iteration 6Q: 3 clusters Score -1.948414e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -19486238.000000 Penalty: 5928.179199
	Iteration 7Q: 3 clusters Score -1.948624e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -19489084.000000 Penalty: 5928.179199
	Iteration 8Q: 3 clusters Score -1.948908e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -19492764.000000 Penalty: 5928.179199
	Iteration 9F: 3 clusters Score -1.949276e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -19497592.000000 Penalty: 5928.179199
	Iteration 10F: 3 clusters Score -1.949759e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -19503380.000000 Penalty: 5928.179199
	Iteration 11F: 3 clusters Score -1.950338e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -19510044.000000 Penalty: 5928.179199
	Iteration 12F: 3 clusters Score -1.951004e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 135308 members 
Entering Unmasked Estep 
Score: -19517148.000000 Penalty: 5928.179199
	Iteration 13F: 3 clusters Score -1.951715e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -19523684.000000 Penalty: 5928.179199
	Iteration 14Q: 3 clusters Score -1.952368e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 148547 members 
Entering Unmasked Estep 
Score: -19528656.000000 Penalty: 5928.179199
	Iteration 15Q: 3 clusters Score -1.952866e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -19531276.000000 Penalty: 5928.179199
	Iteration 16Q: 3 clusters Score -1.953128e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -19532508.000000 Penalty: 5928.179199
	Iteration 17Q: 3 clusters Score -1.953251e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -19532954.000000 Penalty: 5928.179199
	Iteration 18Q: 3 clusters Score -1.953295e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -19533080.000000 Penalty: 5928.179199
	Iteration 19Q: 3 clusters Score -1.953308e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 154778 members 
Entering Unmasked Estep 
Score: -19533164.000000 Penalty: 5928.179199
	Iteration 20F: 3 clusters Score -1.953316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -19533190.000000 Penalty: 5928.179199
	Iteration 21Q: 3 clusters Score -1.953319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -19533200.000000 Penalty: 5928.179199
	Iteration 22Q: 3 clusters Score -1.95332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -19533240.000000 Penalty: 5928.179199
	Iteration 23Q: 3 clusters Score -1.953324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154853 members 
Entering Unmasked Estep 
Score: -19533258.000000 Penalty: 5928.179199
	Iteration 24Q: 3 clusters Score -1.953326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -19533264.000000 Penalty: 5928.179199
	Iteration 25Q: 3 clusters Score -1.953326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -19533264.000000 Penalty: 5928.179199
	Iteration 26Q: 3 clusters Score -1.953326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 154868 members 
Entering Unmasked Estep 
Score: -19533270.000000 Penalty: 5928.179199
	Iteration 27Q: 3 clusters Score -1.953327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -19533272.000000 Penalty: 5928.179199
	Iteration 28Q: 3 clusters Score -1.953327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -19533260.000000 Penalty: 5928.179199
	Iteration 29Q: 3 clusters Score -1.953326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -19533268.000000 Penalty: 5928.179199
	Iteration 30Q: 3 clusters Score -1.953327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -19533268.000000 Penalty: 5928.179199
	Iteration 31Q: 3 clusters Score -1.953327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -19533268.000000 Penalty: 5928.179199
	Iteration 32Q: 3 clusters Score -1.953327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -19533284.000000 Penalty: 5928.179199
	Iteration 33Q: 3 clusters Score -1.953328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -19533270.000000 Penalty: 5928.179199
	Iteration 34Q: 3 clusters Score -1.953327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -19533274.000000 Penalty: 5928.179199
	Iteration 35Q: 3 clusters Score -1.953327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -19533284.000000 Penalty: 5928.179199
	Iteration 36Q: 3 clusters Score -1.953328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -19533290.000000 Penalty: 5928.179199
	Iteration 37Q: 3 clusters Score -1.953329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -19533290.000000 Penalty: 5928.179199
	Iteration 38F: 3 clusters Score -1.953329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162479 members 
Mstep: Class 3 contains 47926 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 17981 members 
Mstep: Class 12 contains 149621 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167352 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 12276 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 76197 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761752.000000 Penalty: 84699.109375
Iteration 439Q: 26 clusters Score -1.057618e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162499 members 
Mstep: Class 3 contains 47984 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14496 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 11057 members 
Mstep: Class 11 contains 18003 members 
Mstep: Class 12 contains 149630 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167298 members 
Mstep: Class 17 contains 9599 members 
Mstep: Class 18 contains 8479 members 
Mstep: Class 19 contains 12278 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76156 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761584.000000 Penalty: 84699.109375
Iteration 440F: 26 clusters Score -1.057616e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 48029 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14496 members 
Mstep: Class 8 contains 8143 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 18025 members 
Mstep: Class 12 contains 149636 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167254 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 8486 members 
Mstep: Class 19 contains 12276 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76121 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761592.000000 Penalty: 84699.109375
Iteration 441Q: 26 clusters Score -1.057616e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162549 members 
Mstep: Class 3 contains 48074 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14506 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 11055 members 
Mstep: Class 11 contains 18059 members 
Mstep: Class 12 contains 149589 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 8493 members 
Mstep: Class 19 contains 12280 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76100 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761688.000000 Penalty: 84699.109375
Iteration 442Q: 26 clusters Score -1.057617e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162603 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14512 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 18079 members 
Mstep: Class 12 contains 149563 members 
Mstep: Class 13 contains 2964 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167156 members 
Mstep: Class 17 contains 9609 members 
Mstep: Class 18 contains 8501 members 
Mstep: Class 19 contains 12283 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761672.000000 Penalty: 84699.109375
Iteration 443Q: 26 clusters Score -1.057617e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162646 members 
Mstep: Class 3 contains 48188 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14517 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 149533 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167089 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 8511 members 
Mstep: Class 19 contains 12284 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 76047 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761704.000000 Penalty: 84699.109375
Iteration 444Q: 26 clusters Score -1.057617e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162666 members 
Mstep: Class 3 contains 48244 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14527 members 
Mstep: Class 8 contains 8138 members 
Mstep: Class 9 contains 3681 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 18118 members 
Mstep: Class 12 contains 149503 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167052 members 
Mstep: Class 17 contains 9615 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 12283 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 76013 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761568.000000 Penalty: 84699.109375
Iteration 445Q: 26 clusters Score -1.057616e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162672 members 
Mstep: Class 3 contains 48299 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14539 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 18133 members 
Mstep: Class 12 contains 149472 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 167003 members 
Mstep: Class 17 contains 9616 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 12287 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 75994 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761720.000000 Penalty: 84699.109375
Iteration 446Q: 26 clusters Score -1.057617e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162694 members 
Mstep: Class 3 contains 48330 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14549 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 18153 members 
Mstep: Class 12 contains 149463 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166951 members 
Mstep: Class 17 contains 9621 members 
Mstep: Class 18 contains 8525 members 
Mstep: Class 19 contains 12289 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 75967 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761920.000000 Penalty: 84699.109375
Iteration 447Q: 26 clusters Score -1.057619e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162743 members 
Mstep: Class 3 contains 48341 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14557 members 
Mstep: Class 8 contains 8179 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 149461 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166870 members 
Mstep: Class 17 contains 9627 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 12291 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 75944 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761800.000000 Penalty: 84699.109375
Iteration 448Q: 26 clusters Score -1.057618e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162799 members 
Mstep: Class 3 contains 48365 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14567 members 
Mstep: Class 8 contains 8182 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 18177 members 
Mstep: Class 12 contains 149446 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166779 members 
Mstep: Class 17 contains 9631 members 
Mstep: Class 18 contains 8530 members 
Mstep: Class 19 contains 12292 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 75929 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761864.000000 Penalty: 84699.109375
Iteration 449Q: 26 clusters Score -1.057619e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162876 members 
Mstep: Class 3 contains 48377 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14584 members 
Mstep: Class 8 contains 8177 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 149442 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166706 members 
Mstep: Class 17 contains 9639 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 12292 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 75913 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 154979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761848.000000 Penalty: 84699.109375
Iteration 450Q: 26 clusters Score -1.057618e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 162964 members 
Mstep: Class 3 contains 48407 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14600 members 
Mstep: Class 8 contains 8189 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 18185 members 
Mstep: Class 12 contains 149413 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166635 members 
Mstep: Class 17 contains 9639 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 12296 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 75888 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 154956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761680.000000 Penalty: 84699.109375
Iteration 451Q: 26 clusters Score -1.057617e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163056 members 
Mstep: Class 3 contains 48448 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14612 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 18192 members 
Mstep: Class 12 contains 149364 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166558 members 
Mstep: Class 17 contains 9641 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 75858 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 154938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761784.000000 Penalty: 84699.109375
Iteration 452Q: 26 clusters Score -1.057618e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163122 members 
Mstep: Class 3 contains 48474 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14611 members 
Mstep: Class 8 contains 8218 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 149336 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166511 members 
Mstep: Class 17 contains 9649 members 
Mstep: Class 18 contains 8534 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 75816 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 154931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105761944.000000 Penalty: 84699.109375
Iteration 453Q: 26 clusters Score -1.057619e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163191 members 
Mstep: Class 3 contains 48498 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 8241 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 18223 members 
Mstep: Class 12 contains 149291 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166449 members 
Mstep: Class 17 contains 9657 members 
Mstep: Class 18 contains 8537 members 
Mstep: Class 19 contains 12312 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 75779 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 154937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762264.000000 Penalty: 84699.109375
Iteration 454Q: 26 clusters Score -1.057623e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163237 members 
Mstep: Class 3 contains 48532 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 18247 members 
Mstep: Class 12 contains 149244 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166388 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 8541 members 
Mstep: Class 19 contains 12316 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 2022 members 
Mstep: Class 22 contains 75730 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 154976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762232.000000 Penalty: 84699.109375
Iteration 455Q: 26 clusters Score -1.057622e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163273 members 
Mstep: Class 3 contains 48544 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 8278 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 11141 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 149191 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166386 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 75668 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762112.000000 Penalty: 84699.109375
Iteration 456Q: 26 clusters Score -1.057621e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163298 members 
Mstep: Class 3 contains 48552 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14583 members 
Mstep: Class 8 contains 8295 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 18271 members 
Mstep: Class 12 contains 149150 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166360 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 8555 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 75615 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762160.000000 Penalty: 84699.109375
Iteration 457Q: 26 clusters Score -1.057622e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163328 members 
Mstep: Class 3 contains 48572 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14557 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 18278 members 
Mstep: Class 12 contains 149111 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 166327 members 
Mstep: Class 17 contains 9671 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 12342 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 75554 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762408.000000 Penalty: 84699.109375
Iteration 458Q: 26 clusters Score -1.057624e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163364 members 
Mstep: Class 3 contains 48578 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14546 members 
Mstep: Class 8 contains 8339 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 18287 members 
Mstep: Class 12 contains 149075 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166299 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 8574 members 
Mstep: Class 19 contains 12347 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 75514 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 459Q: 26 clusters Score -1.057622e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163397 members 
Mstep: Class 3 contains 48602 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14540 members 
Mstep: Class 8 contains 8357 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 18292 members 
Mstep: Class 12 contains 149042 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166281 members 
Mstep: Class 17 contains 9679 members 
Mstep: Class 18 contains 8588 members 
Mstep: Class 19 contains 12356 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 75458 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762432.000000 Penalty: 84699.109375
Iteration 460F: 26 clusters Score -1.057624e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163419 members 
Mstep: Class 3 contains 48647 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14545 members 
Mstep: Class 8 contains 8375 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 149017 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166260 members 
Mstep: Class 17 contains 9681 members 
Mstep: Class 18 contains 8604 members 
Mstep: Class 19 contains 12361 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 75401 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762408.000000 Penalty: 84699.109375
Iteration 461Q: 26 clusters Score -1.057624e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163442 members 
Mstep: Class 3 contains 48692 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14553 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 148966 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166238 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 8621 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 75347 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762408.000000 Penalty: 84699.109375
Iteration 462Q: 26 clusters Score -1.057624e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163462 members 
Mstep: Class 3 contains 48727 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14537 members 
Mstep: Class 8 contains 8415 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 148919 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166219 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 8635 members 
Mstep: Class 19 contains 12372 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 75302 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762264.000000 Penalty: 84699.109375
Iteration 463Q: 26 clusters Score -1.057623e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163495 members 
Mstep: Class 3 contains 48794 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14523 members 
Mstep: Class 8 contains 8435 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 148827 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166185 members 
Mstep: Class 17 contains 9698 members 
Mstep: Class 18 contains 8649 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 75251 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155228 members 
Entering Unmasked Estep 
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Iteration 464Q: 26 clusters Score -1.057622e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163526 members 
Mstep: Class 3 contains 48870 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14511 members 
Mstep: Class 8 contains 8460 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 148795 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166131 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 8667 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 75186 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155237 members 
Entering Unmasked Estep 
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Iteration 465Q: 26 clusters Score -1.057621e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163595 members 
Mstep: Class 3 contains 48954 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14506 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 11161 members 
Mstep: Class 11 contains 18358 members 
Mstep: Class 12 contains 148739 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166065 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 12386 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 75136 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155225 members 
Entering Unmasked Estep 
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Iteration 466Q: 26 clusters Score -1.057622e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163669 members 
Mstep: Class 3 contains 49034 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8471 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 148673 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 166010 members 
Mstep: Class 17 contains 9714 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 12392 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 75085 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155216 members 
Entering Unmasked Estep 
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Iteration 467Q: 26 clusters Score -1.057624e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163740 members 
Mstep: Class 3 contains 49106 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 148588 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 165961 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 8701 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 75033 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155231 members 
Entering Unmasked Estep 
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Iteration 468Q: 26 clusters Score -1.057623e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163814 members 
Mstep: Class 3 contains 49201 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14495 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 18375 members 
Mstep: Class 12 contains 148504 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 165913 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 12410 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 74976 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762400.000000 Penalty: 84699.109375
Iteration 469Q: 26 clusters Score -1.057624e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163863 members 
Mstep: Class 3 contains 49279 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14495 members 
Mstep: Class 8 contains 8481 members 
Mstep: Class 9 contains 3656 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 18388 members 
Mstep: Class 12 contains 148423 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 165888 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 8715 members 
Mstep: Class 19 contains 12412 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 74922 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762168.000000 Penalty: 84699.109375
Iteration 470Q: 26 clusters Score -1.057622e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163919 members 
Mstep: Class 3 contains 49372 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14490 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 11177 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 148351 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 165838 members 
Mstep: Class 17 contains 9724 members 
Mstep: Class 18 contains 8729 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 22 contains 74867 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762072.000000 Penalty: 84699.109375
Iteration 471Q: 26 clusters Score -1.057621e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163957 members 
Mstep: Class 3 contains 49494 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14479 members 
Mstep: Class 8 contains 8511 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 148257 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 165803 members 
Mstep: Class 17 contains 9727 members 
Mstep: Class 18 contains 8744 members 
Mstep: Class 19 contains 12419 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74803 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762288.000000 Penalty: 84699.109375
Iteration 472Q: 26 clusters Score -1.057623e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163998 members 
Mstep: Class 3 contains 49607 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14472 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 11186 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 148175 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165757 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 8757 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 74746 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762416.000000 Penalty: 84699.109375
Iteration 473Q: 26 clusters Score -1.057624e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164049 members 
Mstep: Class 3 contains 49694 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14465 members 
Mstep: Class 8 contains 8552 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 148109 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165703 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 8767 members 
Mstep: Class 19 contains 12433 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 74691 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762432.000000 Penalty: 84699.109375
Iteration 474Q: 26 clusters Score -1.057624e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164104 members 
Mstep: Class 3 contains 49789 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14457 members 
Mstep: Class 8 contains 8569 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 11204 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 148038 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165669 members 
Mstep: Class 17 contains 9748 members 
Mstep: Class 18 contains 8778 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 74620 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762384.000000 Penalty: 84699.109375
Iteration 475Q: 26 clusters Score -1.057624e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164113 members 
Mstep: Class 3 contains 49880 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14442 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 11203 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 147977 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 165657 members 
Mstep: Class 17 contains 9760 members 
Mstep: Class 18 contains 8791 members 
Mstep: Class 19 contains 12448 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74563 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762384.000000 Penalty: 84699.109375
Iteration 476Q: 26 clusters Score -1.057624e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164128 members 
Mstep: Class 3 contains 49955 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14434 members 
Mstep: Class 8 contains 8615 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 147924 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 165638 members 
Mstep: Class 17 contains 9771 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 74509 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762616.000000 Penalty: 84699.109375
Iteration 477Q: 26 clusters Score -1.057626e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164171 members 
Mstep: Class 3 contains 50013 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14430 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 11214 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 147855 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 165618 members 
Mstep: Class 17 contains 9780 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 12464 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74451 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762536.000000 Penalty: 84699.109375
Iteration 478Q: 26 clusters Score -1.057625e+08 nChanged 980
Entering ConstructFrom: 
Score: -105762536.000000 Penalty: 84699.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -69669.164062 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -69669.16 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 326 members 
Entering Unmasked Estep 
Score: -68094.265625 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -68094.27 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68393.914062 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -68393.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68533.625000 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -68533.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68703.070312 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -68703.07 nChanged 43
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: -68953.757812 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -68953.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69124.390625 Penalty: 3218.645508
	Iteration 5F: 3 clusters Score -69124.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69213.070312 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -69213.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69242.132812 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -69242.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69264.609375 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -69264.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69309.070312 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -69309.07 nChanged 20
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: -69416.914062 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -69416.91 nChanged 28
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: -69598.921875 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -69598.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69716.828125 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -69716.83 nChanged 9
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: -69765.007812 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -69765.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69782.804688 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -69782.8 nChanged 1
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: -69784.437500 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -69784.44 nChanged 0
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: -69785.023438 Penalty: 3218.645508
	Iteration 16F: 3 clusters Score -69785.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69790.445312 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -69790.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69790.445312 Penalty: 3218.645508
	Iteration 18F: 3 clusters Score -69790.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164225 members 
Mstep: Class 3 contains 50094 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 147793 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 165580 members 
Mstep: Class 17 contains 9792 members 
Mstep: Class 18 contains 8816 members 
Mstep: Class 19 contains 12470 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74393 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155247 members 
Entering Unmasked Estep 
Score: -105760888.000000 Penalty: 88087.070312
Splitting cluster 1 changes total score from -105762536.000000 to -105760888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (164225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Entering Unmasked Estep 
Score: -20745728.000000 Penalty: 2978.230225
	Iteration 0F: 2 clusters Score -2.074573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -20637952.000000 Penalty: 5956.460449
	Iteration 0F: 3 clusters Score -2.063795e+07 nChanged 78797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -20683306.000000 Penalty: 5956.460449
	Iteration 1F: 3 clusters Score -2.068331e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -20683996.000000 Penalty: 5956.460449
	Iteration 2Q: 3 clusters Score -2.0684e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -20684698.000000 Penalty: 5956.460449
	Iteration 3Q: 3 clusters Score -2.06847e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -20685430.000000 Penalty: 5956.460449
	Iteration 4Q: 3 clusters Score -2.068543e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -20686224.000000 Penalty: 5956.460449
	Iteration 5Q: 3 clusters Score -2.068622e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -20687224.000000 Penalty: 5956.460449
	Iteration 6Q: 3 clusters Score -2.068722e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -20688760.000000 Penalty: 5956.460449
	Iteration 7Q: 3 clusters Score -2.068876e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -20691320.000000 Penalty: 5956.460449
	Iteration 8Q: 3 clusters Score -2.069132e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104540 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -20695840.000000 Penalty: 5956.460449
	Iteration 9Q: 3 clusters Score -2.069584e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -20703044.000000 Penalty: 5956.460449
	Iteration 10F: 3 clusters Score -2.070304e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -20712468.000000 Penalty: 5956.460449
	Iteration 11F: 3 clusters Score -2.071247e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -20721394.000000 Penalty: 5956.460449
	Iteration 12F: 3 clusters Score -2.072139e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -20728768.000000 Penalty: 5956.460449
	Iteration 13F: 3 clusters Score -2.072877e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -20734146.000000 Penalty: 5956.460449
	Iteration 14Q: 3 clusters Score -2.073415e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -20737348.000000 Penalty: 5956.460449
	Iteration 15Q: 3 clusters Score -2.073735e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -20739692.000000 Penalty: 5956.460449
	Iteration 16Q: 3 clusters Score -2.073969e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -20741250.000000 Penalty: 5956.460449
	Iteration 17Q: 3 clusters Score -2.074125e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162332 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -20742112.000000 Penalty: 5956.460449
	Iteration 18Q: 3 clusters Score -2.074211e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163083 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20742674.000000 Penalty: 5956.460449
	Iteration 19Q: 3 clusters Score -2.074267e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -20742892.000000 Penalty: 5956.460449
	Iteration 20F: 3 clusters Score -2.074289e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20743030.000000 Penalty: 5956.460449
	Iteration 21Q: 3 clusters Score -2.074303e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20743102.000000 Penalty: 5956.460449
	Iteration 22Q: 3 clusters Score -2.07431e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20743136.000000 Penalty: 5956.460449
	Iteration 23Q: 3 clusters Score -2.074314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20743168.000000 Penalty: 5956.460449
	Iteration 24Q: 3 clusters Score -2.074317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20743180.000000 Penalty: 5956.460449
	Iteration 25Q: 3 clusters Score -2.074318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20743186.000000 Penalty: 5956.460449
	Iteration 26Q: 3 clusters Score -2.074319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20743186.000000 Penalty: 5956.460449
	Iteration 27Q: 3 clusters Score -2.074319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20743194.000000 Penalty: 5956.460449
	Iteration 28Q: 3 clusters Score -2.074319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163817 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20743212.000000 Penalty: 5956.460449
	Iteration 29Q: 3 clusters Score -2.074321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20743212.000000 Penalty: 5956.460449
	Iteration 30Q: 3 clusters Score -2.074321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20743204.000000 Penalty: 5956.460449
	Iteration 31Q: 3 clusters Score -2.07432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163821 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20743210.000000 Penalty: 5956.460449
	Iteration 32Q: 3 clusters Score -2.074321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163821 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20743210.000000 Penalty: 5956.460449
	Iteration 33F: 3 clusters Score -2.074321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Entering Unmasked Estep 
Score: -6401287.000000 Penalty: 2683.770752
	Iteration 0F: 2 clusters Score -6401287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -6367310.000000 Penalty: 5367.541504
	Iteration 0F: 3 clusters Score -6367310 nChanged 23327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -6380276.000000 Penalty: 5367.541504
	Iteration 1F: 3 clusters Score -6380276 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6380733.500000 Penalty: 5367.541504
	Iteration 2Q: 3 clusters Score -6380734 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6381084.000000 Penalty: 5367.541504
	Iteration 3Q: 3 clusters Score -6381084 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6381399.000000 Penalty: 5367.541504
	Iteration 4Q: 3 clusters Score -6381399 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6381724.500000 Penalty: 5367.541504
	Iteration 5Q: 3 clusters Score -6381724 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6382024.500000 Penalty: 5367.541504
	Iteration 6Q: 3 clusters Score -6382024 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -6382356.000000 Penalty: 5367.541504
	Iteration 7Q: 3 clusters Score -6382356 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -6382732.000000 Penalty: 5367.541504
	Iteration 8Q: 3 clusters Score -6382732 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6383233.000000 Penalty: 5367.541504
	Iteration 9Q: 3 clusters Score -6383233 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -6383700.000000 Penalty: 5367.541504
	Iteration 10Q: 3 clusters Score -6383700 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -6384338.000000 Penalty: 5367.541504
	Iteration 11Q: 3 clusters Score -6384338 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -6385048.000000 Penalty: 5367.541504
	Iteration 12Q: 3 clusters Score -6385048 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -6386020.500000 Penalty: 5367.541504
	Iteration 13Q: 3 clusters Score -6386020 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -6387302.500000 Penalty: 5367.541504
	Iteration 14Q: 3 clusters Score -6387302 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -6388703.500000 Penalty: 5367.541504
	Iteration 15Q: 3 clusters Score -6388704 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6389842.000000 Penalty: 5367.541504
	Iteration 16Q: 3 clusters Score -6389842 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -6390532.000000 Penalty: 5367.541504
	Iteration 17Q: 3 clusters Score -6390532 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -6390853.000000 Penalty: 5367.541504
	Iteration 18Q: 3 clusters Score -6390853 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -6391008.500000 Penalty: 5367.541504
	Iteration 19Q: 3 clusters Score -6391008 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -6391167.000000 Penalty: 5367.541504
	Iteration 20F: 3 clusters Score -6391167 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -6391282.000000 Penalty: 5367.541504
	Iteration 21Q: 3 clusters Score -6391282 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6391438.500000 Penalty: 5367.541504
	Iteration 22Q: 3 clusters Score -6391438 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -6391564.000000 Penalty: 5367.541504
	Iteration 23Q: 3 clusters Score -6391564 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -6391704.500000 Penalty: 5367.541504
	Iteration 24Q: 3 clusters Score -6391704 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6391853.500000 Penalty: 5367.541504
	Iteration 25Q: 3 clusters Score -6391854 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -6392072.000000 Penalty: 5367.541504
	Iteration 26Q: 3 clusters Score -6392072 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -6392264.000000 Penalty: 5367.541504
	Iteration 27Q: 3 clusters Score -6392264 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -6392500.000000 Penalty: 5367.541504
	Iteration 28Q: 3 clusters Score -6392500 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -6392762.500000 Penalty: 5367.541504
	Iteration 29Q: 3 clusters Score -6392762 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -6393015.000000 Penalty: 5367.541504
	Iteration 30Q: 3 clusters Score -6393015 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6393274.000000 Penalty: 5367.541504
	Iteration 31Q: 3 clusters Score -6393274 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -6393566.500000 Penalty: 5367.541504
	Iteration 32Q: 3 clusters Score -6393566 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -6393852.000000 Penalty: 5367.541504
	Iteration 33Q: 3 clusters Score -6393852 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -6394181.000000 Penalty: 5367.541504
	Iteration 34Q: 3 clusters Score -6394181 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -6394550.000000 Penalty: 5367.541504
	Iteration 35Q: 3 clusters Score -6394550 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -6394943.500000 Penalty: 5367.541504
	Iteration 36Q: 3 clusters Score -6394944 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -6395297.000000 Penalty: 5367.541504
	Iteration 37Q: 3 clusters Score -6395297 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -6395687.000000 Penalty: 5367.541504
	Iteration 38Q: 3 clusters Score -6395687 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -6396069.500000 Penalty: 5367.541504
	Iteration 39Q: 3 clusters Score -6396070 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6396403.500000 Penalty: 5367.541504
	Iteration 40F: 3 clusters Score -6396404 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6396747.500000 Penalty: 5367.541504
	Iteration 41Q: 3 clusters Score -6396748 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6397076.000000 Penalty: 5367.541504
	Iteration 42Q: 3 clusters Score -6397076 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6397402.500000 Penalty: 5367.541504
	Iteration 43Q: 3 clusters Score -6397402 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -6397742.500000 Penalty: 5367.541504
	Iteration 44Q: 3 clusters Score -6397742 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6398058.000000 Penalty: 5367.541504
	Iteration 45Q: 3 clusters Score -6398058 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -6398255.500000 Penalty: 5367.541504
	Iteration 46Q: 3 clusters Score -6398256 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -6398477.500000 Penalty: 5367.541504
	Iteration 47Q: 3 clusters Score -6398478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -6398599.500000 Penalty: 5367.541504
	Iteration 48Q: 3 clusters Score -6398600 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6398688.000000 Penalty: 5367.541504
	Iteration 49Q: 3 clusters Score -6398688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -6398758.000000 Penalty: 5367.541504
	Iteration 50Q: 3 clusters Score -6398758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -6398819.500000 Penalty: 5367.541504
	Iteration 51Q: 3 clusters Score -6398820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -6398859.500000 Penalty: 5367.541504
	Iteration 52Q: 3 clusters Score -6398860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6398890.500000 Penalty: 5367.541504
	Iteration 53Q: 3 clusters Score -6398890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6398924.000000 Penalty: 5367.541504
	Iteration 54Q: 3 clusters Score -6398924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -6398939.500000 Penalty: 5367.541504
	Iteration 55Q: 3 clusters Score -6398940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -6398952.500000 Penalty: 5367.541504
	Iteration 56Q: 3 clusters Score -6398952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -6398973.000000 Penalty: 5367.541504
	Iteration 57Q: 3 clusters Score -6398973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -6398979.000000 Penalty: 5367.541504
	Iteration 58Q: 3 clusters Score -6398979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -6399001.000000 Penalty: 5367.541504
	Iteration 59Q: 3 clusters Score -6399001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -6399012.000000 Penalty: 5367.541504
	Iteration 60F: 3 clusters Score -6399012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6399016.500000 Penalty: 5367.541504
	Iteration 61Q: 3 clusters Score -6399016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6399033.500000 Penalty: 5367.541504
	Iteration 62Q: 3 clusters Score -6399034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -6399019.500000 Penalty: 5367.541504
	Iteration 63Q: 3 clusters Score -6399020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -6399036.000000 Penalty: 5367.541504
	Iteration 64Q: 3 clusters Score -6399036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6399042.500000 Penalty: 5367.541504
	Iteration 65Q: 3 clusters Score -6399042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -6399047.500000 Penalty: 5367.541504
	Iteration 66Q: 3 clusters Score -6399048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -6399053.000000 Penalty: 5367.541504
	Iteration 67Q: 3 clusters Score -6399053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -6399053.500000 Penalty: 5367.541504
	Iteration 68Q: 3 clusters Score -6399054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -6399051.000000 Penalty: 5367.541504
	Iteration 69Q: 3 clusters Score -6399051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6399059.000000 Penalty: 5367.541504
	Iteration 70Q: 3 clusters Score -6399059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -6399060.000000 Penalty: 5367.541504
	Iteration 71Q: 3 clusters Score -6399060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -6399063.500000 Penalty: 5367.541504
	Iteration 72Q: 3 clusters Score -6399064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -6399063.000000 Penalty: 5367.541504
	Iteration 73Q: 3 clusters Score -6399063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -6399066.500000 Penalty: 5367.541504
	Iteration 74Q: 3 clusters Score -6399066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -6399070.500000 Penalty: 5367.541504
	Iteration 75Q: 3 clusters Score -6399070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -6399070.500000 Penalty: 5367.541504
	Iteration 76F: 3 clusters Score -6399070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30824.544922 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30824.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29644.666016 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -29644.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29894.148438 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -29894.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30209.718750 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -30209.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30617.919922 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -30617.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31072.525391 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -31072.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31297.027344 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -31297.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31463.171875 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -31463.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31505.132812 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -31505.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31531.613281 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -31531.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31531.613281 Penalty: 2871.820312
	Iteration 9F: 3 clusters Score -31531.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164225 members 
Mstep: Class 3 contains 50094 members 
Mstep: Class 4 contains 84 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 147793 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 165580 members 
Mstep: Class 17 contains 9792 members 
Mstep: Class 18 contains 8816 members 
Mstep: Class 19 contains 12470 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74393 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155247 members 
Entering Unmasked Estep 
Score: -105761352.000000 Penalty: 88087.070312
Splitting cluster 4 changes total score from -105762536.000000 to -105761352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -18143.408203 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -18143.41 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 87 members 
Entering Unmasked Estep 
Score: -17092.542969 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -17092.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17173.251953 Penalty: 2589.296631
	Iteration 1Q: 3 clusters Score -17173.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17192.710938 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -17192.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17199.187500 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -17199.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17199.187500 Penalty: 2589.296631
	Iteration 4F: 3 clusters Score -17199.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -79771.718750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -79771.72 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 361 members 
Entering Unmasked Estep 
Score: -78078.000000 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78387.937500 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -78387.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78508.164062 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -78508.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78587.992188 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -78587.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78644.242188 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -78644.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78676.609375 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -78676.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78697.882812 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -78697.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78738.296875 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -78738.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78782.679688 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -78782.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78825.328125 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -78825.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78860.312500 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -78860.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78878.773438 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -78878.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78900.593750 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -78900.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78945.289062 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -78945.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78973.390625 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -78973.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78993.148438 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -78993.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79004.609375 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -79004.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -79006.562500 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -79006.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79007.562500 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -79007.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79011.640625 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -79011.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79011.640625 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -79011.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -1825253.125000 Penalty: 2375.077637
	Iteration 0F: 2 clusters Score -1825253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1814733.500000 Penalty: 4750.155273
	Iteration 0F: 3 clusters Score -1814734 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1817993.125000 Penalty: 4750.155273
	Iteration 1F: 3 clusters Score -1817993 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1818353.750000 Penalty: 4750.155273
	Iteration 2F: 3 clusters Score -1818354 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1818640.000000 Penalty: 4750.155273
	Iteration 3Q: 3 clusters Score -1818640 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1818869.625000 Penalty: 4750.155273
	Iteration 4Q: 3 clusters Score -1818870 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1819061.500000 Penalty: 4750.155273
	Iteration 5Q: 3 clusters Score -1819062 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1819236.375000 Penalty: 4750.155273
	Iteration 6Q: 3 clusters Score -1819236 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1819404.125000 Penalty: 4750.155273
	Iteration 7Q: 3 clusters Score -1819404 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1819593.625000 Penalty: 4750.155273
	Iteration 8Q: 3 clusters Score -1819594 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1819825.375000 Penalty: 4750.155273
	Iteration 9Q: 3 clusters Score -1819825 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1820128.375000 Penalty: 4750.155273
	Iteration 10Q: 3 clusters Score -1820128 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1820480.375000 Penalty: 4750.155273
	Iteration 11Q: 3 clusters Score -1820480 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1820853.250000 Penalty: 4750.155273
	Iteration 12Q: 3 clusters Score -1820853 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1821222.000000 Penalty: 4750.155273
	Iteration 13Q: 3 clusters Score -1821222 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1821569.625000 Penalty: 4750.155273
	Iteration 14Q: 3 clusters Score -1821570 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1821935.375000 Penalty: 4750.155273
	Iteration 15Q: 3 clusters Score -1821935 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1822232.375000 Penalty: 4750.155273
	Iteration 16Q: 3 clusters Score -1822232 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1822454.125000 Penalty: 4750.155273
	Iteration 17Q: 3 clusters Score -1822454 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1822631.625000 Penalty: 4750.155273
	Iteration 18Q: 3 clusters Score -1822632 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1822792.125000 Penalty: 4750.155273
	Iteration 19Q: 3 clusters Score -1822792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1822919.125000 Penalty: 4750.155273
	Iteration 20F: 3 clusters Score -1822919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1823003.375000 Penalty: 4750.155273
	Iteration 21Q: 3 clusters Score -1823003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1823052.625000 Penalty: 4750.155273
	Iteration 22Q: 3 clusters Score -1823053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1823087.750000 Penalty: 4750.155273
	Iteration 23Q: 3 clusters Score -1823088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1823116.875000 Penalty: 4750.155273
	Iteration 24Q: 3 clusters Score -1823117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1823134.375000 Penalty: 4750.155273
	Iteration 25Q: 3 clusters Score -1823134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1823144.375000 Penalty: 4750.155273
	Iteration 26Q: 3 clusters Score -1823144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1823164.375000 Penalty: 4750.155273
	Iteration 27Q: 3 clusters Score -1823164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1823177.875000 Penalty: 4750.155273
	Iteration 28Q: 3 clusters Score -1823178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1823186.250000 Penalty: 4750.155273
	Iteration 29Q: 3 clusters Score -1823186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1823205.125000 Penalty: 4750.155273
	Iteration 30Q: 3 clusters Score -1823205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1823226.500000 Penalty: 4750.155273
	Iteration 31Q: 3 clusters Score -1823226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1823240.625000 Penalty: 4750.155273
	Iteration 32Q: 3 clusters Score -1823241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1823253.125000 Penalty: 4750.155273
	Iteration 33Q: 3 clusters Score -1823253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1823261.000000 Penalty: 4750.155273
	Iteration 34Q: 3 clusters Score -1823261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1823265.750000 Penalty: 4750.155273
	Iteration 35Q: 3 clusters Score -1823266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1823269.250000 Penalty: 4750.155273
	Iteration 36Q: 3 clusters Score -1823269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1823276.000000 Penalty: 4750.155273
	Iteration 37Q: 3 clusters Score -1823276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1823280.000000 Penalty: 4750.155273
	Iteration 38Q: 3 clusters Score -1823280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1823280.375000 Penalty: 4750.155273
	Iteration 39Q: 3 clusters Score -1823280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1823280.625000 Penalty: 4750.155273
	Iteration 40F: 3 clusters Score -1823281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1823280.875000 Penalty: 4750.155273
	Iteration 41Q: 3 clusters Score -1823281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1823282.500000 Penalty: 4750.155273
	Iteration 42Q: 3 clusters Score -1823282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1823282.500000 Penalty: 4750.155273
	Iteration 43F: 3 clusters Score -1823282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Entering Unmasked Estep 
Score: -1076446.375000 Penalty: 2247.566406
	Iteration 0F: 2 clusters Score -1076446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1069638.250000 Penalty: 4495.132812
	Iteration 0F: 3 clusters Score -1069638 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1071558.875000 Penalty: 4495.132812
	Iteration 1F: 3 clusters Score -1071559 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1071761.750000 Penalty: 4495.132812
	Iteration 2F: 3 clusters Score -1071762 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1071900.250000 Penalty: 4495.132812
	Iteration 3Q: 3 clusters Score -1071900 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1072007.500000 Penalty: 4495.132812
	Iteration 4Q: 3 clusters Score -1072008 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1072077.000000 Penalty: 4495.132812
	Iteration 5Q: 3 clusters Score -1072077 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1072138.375000 Penalty: 4495.132812
	Iteration 6Q: 3 clusters Score -1072138 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1072208.875000 Penalty: 4495.132812
	Iteration 7Q: 3 clusters Score -1072209 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1072276.625000 Penalty: 4495.132812
	Iteration 8Q: 3 clusters Score -1072277 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1072334.000000 Penalty: 4495.132812
	Iteration 9Q: 3 clusters Score -1072334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1072384.750000 Penalty: 4495.132812
	Iteration 10Q: 3 clusters Score -1072385 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1072449.875000 Penalty: 4495.132812
	Iteration 11Q: 3 clusters Score -1072450 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1072525.500000 Penalty: 4495.132812
	Iteration 12Q: 3 clusters Score -1072526 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1072603.000000 Penalty: 4495.132812
	Iteration 13Q: 3 clusters Score -1072603 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1072703.625000 Penalty: 4495.132812
	Iteration 14Q: 3 clusters Score -1072704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1072827.375000 Penalty: 4495.132812
	Iteration 15Q: 3 clusters Score -1072827 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1072944.875000 Penalty: 4495.132812
	Iteration 16Q: 3 clusters Score -1072945 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1073089.875000 Penalty: 4495.132812
	Iteration 17Q: 3 clusters Score -1073090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1073271.500000 Penalty: 4495.132812
	Iteration 18Q: 3 clusters Score -1073272 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1073485.750000 Penalty: 4495.132812
	Iteration 19Q: 3 clusters Score -1073486 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1073692.500000 Penalty: 4495.132812
	Iteration 20F: 3 clusters Score -1073692 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1073870.125000 Penalty: 4495.132812
	Iteration 21Q: 3 clusters Score -1073870 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1073993.000000 Penalty: 4495.132812
	Iteration 22Q: 3 clusters Score -1073993 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1074071.500000 Penalty: 4495.132812
	Iteration 23Q: 3 clusters Score -1074072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1074139.125000 Penalty: 4495.132812
	Iteration 24Q: 3 clusters Score -1074139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1074200.625000 Penalty: 4495.132812
	Iteration 25Q: 3 clusters Score -1074201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1074266.250000 Penalty: 4495.132812
	Iteration 26Q: 3 clusters Score -1074266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1074313.250000 Penalty: 4495.132812
	Iteration 27Q: 3 clusters Score -1074313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1074350.625000 Penalty: 4495.132812
	Iteration 28Q: 3 clusters Score -1074351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1074387.500000 Penalty: 4495.132812
	Iteration 29Q: 3 clusters Score -1074388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1074413.250000 Penalty: 4495.132812
	Iteration 30Q: 3 clusters Score -1074413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1074435.500000 Penalty: 4495.132812
	Iteration 31Q: 3 clusters Score -1074436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1074449.250000 Penalty: 4495.132812
	Iteration 32Q: 3 clusters Score -1074449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1074466.000000 Penalty: 4495.132812
	Iteration 33Q: 3 clusters Score -1074466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1074476.500000 Penalty: 4495.132812
	Iteration 34Q: 3 clusters Score -1074476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1074488.000000 Penalty: 4495.132812
	Iteration 35Q: 3 clusters Score -1074488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1074493.625000 Penalty: 4495.132812
	Iteration 36Q: 3 clusters Score -1074494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1074498.125000 Penalty: 4495.132812
	Iteration 37Q: 3 clusters Score -1074498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1074502.125000 Penalty: 4495.132812
	Iteration 38Q: 3 clusters Score -1074502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1074504.750000 Penalty: 4495.132812
	Iteration 39Q: 3 clusters Score -1074505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1074508.750000 Penalty: 4495.132812
	Iteration 40F: 3 clusters Score -1074509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1074514.875000 Penalty: 4495.132812
	Iteration 41Q: 3 clusters Score -1074515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1074519.750000 Penalty: 4495.132812
	Iteration 42Q: 3 clusters Score -1074520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1074522.875000 Penalty: 4495.132812
	Iteration 43Q: 3 clusters Score -1074523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1074524.750000 Penalty: 4495.132812
	Iteration 44Q: 3 clusters Score -1074525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1074528.000000 Penalty: 4495.132812
	Iteration 45Q: 3 clusters Score -1074528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1074535.250000 Penalty: 4495.132812
	Iteration 46Q: 3 clusters Score -1074535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1074537.000000 Penalty: 4495.132812
	Iteration 47Q: 3 clusters Score -1074537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1074542.375000 Penalty: 4495.132812
	Iteration 48Q: 3 clusters Score -1074542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1074542.750000 Penalty: 4495.132812
	Iteration 49Q: 3 clusters Score -1074543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1074542.750000 Penalty: 4495.132812
	Iteration 50Q: 3 clusters Score -1074543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1074545.500000 Penalty: 4495.132812
	Iteration 51Q: 3 clusters Score -1074546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1074547.250000 Penalty: 4495.132812
	Iteration 52Q: 3 clusters Score -1074547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1074546.625000 Penalty: 4495.132812
	Iteration 53Q: 3 clusters Score -1074547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1074550.375000 Penalty: 4495.132812
	Iteration 54Q: 3 clusters Score -1074550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1074550.375000 Penalty: 4495.132812
	Iteration 55F: 3 clusters Score -1074550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -462491.500000 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -462491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -458807.593750 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -458807.6 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -459582.906250 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -459582.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -459712.500000 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -459712.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -459804.187500 Penalty: 4072.221436
	Iteration 3Q: 3 clusters Score -459804.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -459872.250000 Penalty: 4072.221436
	Iteration 4Q: 3 clusters Score -459872.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -459916.625000 Penalty: 4072.221436
	Iteration 5Q: 3 clusters Score -459916.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -459947.156250 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -459947.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -459982.187500 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -459982.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -460013.718750 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -460013.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -460043.875000 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -460043.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -460077.812500 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -460077.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -460117.500000 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -460117.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -460149.375000 Penalty: 4072.221436
	Iteration 12Q: 3 clusters Score -460149.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -460181.968750 Penalty: 4072.221436
	Iteration 13Q: 3 clusters Score -460182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -460214.312500 Penalty: 4072.221436
	Iteration 14Q: 3 clusters Score -460214.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -460250.968750 Penalty: 4072.221436
	Iteration 15Q: 3 clusters Score -460251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -460286.812500 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -460286.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -460326.156250 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -460326.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -460376.406250 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -460376.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -460417.500000 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -460417.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -460445.500000 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -460445.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -460470.406250 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -460470.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -460501.687500 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -460501.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -460547.812500 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -460547.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -460599.968750 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -460600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -460639.281250 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -460639.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -460678.968750 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -460679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -460714.375000 Penalty: 4072.221436
	Iteration 27Q: 3 clusters Score -460714.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -460753.843750 Penalty: 4072.221436
	Iteration 28Q: 3 clusters Score -460753.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -460795.156250 Penalty: 4072.221436
	Iteration 29Q: 3 clusters Score -460795.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -460831.843750 Penalty: 4072.221436
	Iteration 30Q: 3 clusters Score -460831.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -460864.593750 Penalty: 4072.221436
	Iteration 31Q: 3 clusters Score -460864.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -460890.781250 Penalty: 4072.221436
	Iteration 32Q: 3 clusters Score -460890.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -460914.843750 Penalty: 4072.221436
	Iteration 33Q: 3 clusters Score -460914.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -460932.906250 Penalty: 4072.221436
	Iteration 34Q: 3 clusters Score -460932.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -460942.625000 Penalty: 4072.221436
	Iteration 35Q: 3 clusters Score -460942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -460950.812500 Penalty: 4072.221436
	Iteration 36Q: 3 clusters Score -460950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -460954.593750 Penalty: 4072.221436
	Iteration 37Q: 3 clusters Score -460954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -460956.343750 Penalty: 4072.221436
	Iteration 38Q: 3 clusters Score -460956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -460958.468750 Penalty: 4072.221436
	Iteration 39Q: 3 clusters Score -460958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -460962.437500 Penalty: 4072.221436
	Iteration 40F: 3 clusters Score -460962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -460966.625000 Penalty: 4072.221436
	Iteration 41Q: 3 clusters Score -460966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -460970.312500 Penalty: 4072.221436
	Iteration 42Q: 3 clusters Score -460970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -460971.093750 Penalty: 4072.221436
	Iteration 43Q: 3 clusters Score -460971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -460973.468750 Penalty: 4072.221436
	Iteration 44Q: 3 clusters Score -460973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -460973.281250 Penalty: 4072.221436
	Iteration 45Q: 3 clusters Score -460973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -460973.468750 Penalty: 4072.221436
	Iteration 46Q: 3 clusters Score -460973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -460973.468750 Penalty: 4072.221436
	Iteration 47F: 3 clusters Score -460973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Entering Unmasked Estep 
Score: -1436695.000000 Penalty: 2312.690186
	Iteration 0F: 2 clusters Score -1436695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1428238.250000 Penalty: 4625.380371
	Iteration 0F: 3 clusters Score -1428238 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1430831.750000 Penalty: 4625.380371
	Iteration 1F: 3 clusters Score -1430832 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1431150.125000 Penalty: 4625.380371
	Iteration 2F: 3 clusters Score -1431150 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1431368.500000 Penalty: 4625.380371
	Iteration 3Q: 3 clusters Score -1431368 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1431567.250000 Penalty: 4625.380371
	Iteration 4Q: 3 clusters Score -1431567 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1431736.750000 Penalty: 4625.380371
	Iteration 5Q: 3 clusters Score -1431737 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1431871.625000 Penalty: 4625.380371
	Iteration 6Q: 3 clusters Score -1431872 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1432007.750000 Penalty: 4625.380371
	Iteration 7Q: 3 clusters Score -1432008 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1432171.125000 Penalty: 4625.380371
	Iteration 8Q: 3 clusters Score -1432171 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1432384.750000 Penalty: 4625.380371
	Iteration 9Q: 3 clusters Score -1432385 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1432627.375000 Penalty: 4625.380371
	Iteration 10Q: 3 clusters Score -1432627 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1432906.500000 Penalty: 4625.380371
	Iteration 11Q: 3 clusters Score -1432906 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1433229.750000 Penalty: 4625.380371
	Iteration 12Q: 3 clusters Score -1433230 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1433559.875000 Penalty: 4625.380371
	Iteration 13Q: 3 clusters Score -1433560 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1433844.750000 Penalty: 4625.380371
	Iteration 14Q: 3 clusters Score -1433845 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1434067.500000 Penalty: 4625.380371
	Iteration 15Q: 3 clusters Score -1434068 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1434213.125000 Penalty: 4625.380371
	Iteration 16Q: 3 clusters Score -1434213 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1434330.125000 Penalty: 4625.380371
	Iteration 17Q: 3 clusters Score -1434330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1434413.000000 Penalty: 4625.380371
	Iteration 18Q: 3 clusters Score -1434413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1434472.750000 Penalty: 4625.380371
	Iteration 19Q: 3 clusters Score -1434473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1434529.625000 Penalty: 4625.380371
	Iteration 20F: 3 clusters Score -1434530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1434574.625000 Penalty: 4625.380371
	Iteration 21Q: 3 clusters Score -1434575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1434602.000000 Penalty: 4625.380371
	Iteration 22Q: 3 clusters Score -1434602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1434628.000000 Penalty: 4625.380371
	Iteration 23Q: 3 clusters Score -1434628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1434641.000000 Penalty: 4625.380371
	Iteration 24Q: 3 clusters Score -1434641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1434653.000000 Penalty: 4625.380371
	Iteration 25Q: 3 clusters Score -1434653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1434666.250000 Penalty: 4625.380371
	Iteration 26Q: 3 clusters Score -1434666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1434675.000000 Penalty: 4625.380371
	Iteration 27Q: 3 clusters Score -1434675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1434682.500000 Penalty: 4625.380371
	Iteration 28Q: 3 clusters Score -1434682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1434688.875000 Penalty: 4625.380371
	Iteration 29Q: 3 clusters Score -1434689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1434696.375000 Penalty: 4625.380371
	Iteration 30Q: 3 clusters Score -1434696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1434695.875000 Penalty: 4625.380371
	Iteration 31Q: 3 clusters Score -1434696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1434705.500000 Penalty: 4625.380371
	Iteration 32Q: 3 clusters Score -1434706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1434706.250000 Penalty: 4625.380371
	Iteration 33Q: 3 clusters Score -1434706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1434712.375000 Penalty: 4625.380371
	Iteration 34Q: 3 clusters Score -1434712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1434715.500000 Penalty: 4625.380371
	Iteration 35Q: 3 clusters Score -1434716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1434720.500000 Penalty: 4625.380371
	Iteration 36Q: 3 clusters Score -1434720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1434720.000000 Penalty: 4625.380371
	Iteration 37Q: 3 clusters Score -1434720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1434720.125000 Penalty: 4625.380371
	Iteration 38Q: 3 clusters Score -1434720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1434721.875000 Penalty: 4625.380371
	Iteration 39Q: 3 clusters Score -1434722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1434724.500000 Penalty: 4625.380371
	Iteration 40F: 3 clusters Score -1434724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1434723.875000 Penalty: 4625.380371
	Iteration 41Q: 3 clusters Score -1434724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1434724.250000 Penalty: 4625.380371
	Iteration 42Q: 3 clusters Score -1434724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1434726.500000 Penalty: 4625.380371
	Iteration 43Q: 3 clusters Score -1434726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1434724.625000 Penalty: 4625.380371
	Iteration 44Q: 3 clusters Score -1434725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1434723.875000 Penalty: 4625.380371
	Iteration 45Q: 3 clusters Score -1434724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1434725.250000 Penalty: 4625.380371
	Iteration 46Q: 3 clusters Score -1434725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1434723.750000 Penalty: 4625.380371
	Iteration 47Q: 3 clusters Score -1434724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1434722.375000 Penalty: 4625.380371
	Iteration 48Q: 3 clusters Score -1434722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1434722.375000 Penalty: 4625.380371
	Iteration 49F: 3 clusters Score -1434722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Entering Unmasked Estep 
Score: -2320150.500000 Penalty: 2435.291748
	Iteration 0F: 2 clusters Score -2320150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2307043.000000 Penalty: 4870.583496
	Iteration 0F: 3 clusters Score -2307043 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2311248.500000 Penalty: 4870.583496
	Iteration 1F: 3 clusters Score -2311248 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2311596.250000 Penalty: 4870.583496
	Iteration 2F: 3 clusters Score -2311596 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2311878.750000 Penalty: 4870.583496
	Iteration 3Q: 3 clusters Score -2311879 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2312132.750000 Penalty: 4870.583496
	Iteration 4Q: 3 clusters Score -2312133 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2312458.000000 Penalty: 4870.583496
	Iteration 5Q: 3 clusters Score -2312458 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2312959.250000 Penalty: 4870.583496
	Iteration 6Q: 3 clusters Score -2312959 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2313677.000000 Penalty: 4870.583496
	Iteration 7F: 3 clusters Score -2313677 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2314517.500000 Penalty: 4870.583496
	Iteration 8F: 3 clusters Score -2314518 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2315681.250000 Penalty: 4870.583496
	Iteration 9F: 3 clusters Score -2315681 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2316893.500000 Penalty: 4870.583496
	Iteration 10F: 3 clusters Score -2316894 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2317964.750000 Penalty: 4870.583496
	Iteration 11F: 3 clusters Score -2317965 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2318612.500000 Penalty: 4870.583496
	Iteration 12Q: 3 clusters Score -2318612 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2318886.500000 Penalty: 4870.583496
	Iteration 13Q: 3 clusters Score -2318886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2318976.000000 Penalty: 4870.583496
	Iteration 14Q: 3 clusters Score -2318976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2319021.500000 Penalty: 4870.583496
	Iteration 15Q: 3 clusters Score -2319022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2319035.500000 Penalty: 4870.583496
	Iteration 16Q: 3 clusters Score -2319036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2319049.250000 Penalty: 4870.583496
	Iteration 17Q: 3 clusters Score -2319049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2319056.750000 Penalty: 4870.583496
	Iteration 18Q: 3 clusters Score -2319057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2319060.750000 Penalty: 4870.583496
	Iteration 19Q: 3 clusters Score -2319061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2319068.000000 Penalty: 4870.583496
	Iteration 20F: 3 clusters Score -2319068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2319077.000000 Penalty: 4870.583496
	Iteration 21Q: 3 clusters Score -2319077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2319070.750000 Penalty: 4870.583496
	Iteration 22Q: 3 clusters Score -2319071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2319072.000000 Penalty: 4870.583496
	Iteration 23Q: 3 clusters Score -2319072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2319075.000000 Penalty: 4870.583496
	Iteration 24Q: 3 clusters Score -2319075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2319081.750000 Penalty: 4870.583496
	Iteration 25Q: 3 clusters Score -2319082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2319081.750000 Penalty: 4870.583496
	Iteration 26Q: 3 clusters Score -2319082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2319080.000000 Penalty: 4870.583496
	Iteration 27Q: 3 clusters Score -2319080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2319079.250000 Penalty: 4870.583496
	Iteration 28Q: 3 clusters Score -2319079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2319079.250000 Penalty: 4870.583496
	Iteration 29Q: 3 clusters Score -2319079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2319078.500000 Penalty: 4870.583496
	Iteration 30Q: 3 clusters Score -2319078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2319079.750000 Penalty: 4870.583496
	Iteration 31Q: 3 clusters Score -2319080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2319081.750000 Penalty: 4870.583496
	Iteration 32Q: 3 clusters Score -2319082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2319082.500000 Penalty: 4870.583496
	Iteration 33Q: 3 clusters Score -2319082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2319082.500000 Penalty: 4870.583496
	Iteration 34F: 3 clusters Score -2319082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (147793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147793 members 
Entering Unmasked Estep 
Score: -18629642.000000 Penalty: 2952.084961
	Iteration 0F: 2 clusters Score -1.862964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -18531372.000000 Penalty: 5904.169922
	Iteration 0F: 3 clusters Score -1.853137e+07 nChanged 70557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -18571960.000000 Penalty: 5904.169922
	Iteration 1F: 3 clusters Score -1.857196e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -18572812.000000 Penalty: 5904.169922
	Iteration 2Q: 3 clusters Score -1.857281e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -18574002.000000 Penalty: 5904.169922
	Iteration 3Q: 3 clusters Score -1.8574e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -18575648.000000 Penalty: 5904.169922
	Iteration 4Q: 3 clusters Score -1.857565e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -18578446.000000 Penalty: 5904.169922
	Iteration 5Q: 3 clusters Score -1.857845e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -18582974.000000 Penalty: 5904.169922
	Iteration 6F: 3 clusters Score -1.858297e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -18590390.000000 Penalty: 5904.169922
	Iteration 7F: 3 clusters Score -1.859039e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -18600670.000000 Penalty: 5904.169922
	Iteration 8F: 3 clusters Score -1.860067e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 128214 members 
Entering Unmasked Estep 
Score: -18611194.000000 Penalty: 5904.169922
	Iteration 9F: 3 clusters Score -1.861119e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -18618670.000000 Penalty: 5904.169922
	Iteration 10F: 3 clusters Score -1.861867e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -18623362.000000 Penalty: 5904.169922
	Iteration 11Q: 3 clusters Score -1.862336e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 144545 members 
Entering Unmasked Estep 
Score: -18625406.000000 Penalty: 5904.169922
	Iteration 12Q: 3 clusters Score -1.862541e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -18626290.000000 Penalty: 5904.169922
	Iteration 13Q: 3 clusters Score -1.862629e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -18626698.000000 Penalty: 5904.169922
	Iteration 14Q: 3 clusters Score -1.86267e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 146783 members 
Entering Unmasked Estep 
Score: -18626932.000000 Penalty: 5904.169922
	Iteration 15Q: 3 clusters Score -1.862693e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 146940 members 
Entering Unmasked Estep 
Score: -18627072.000000 Penalty: 5904.169922
	Iteration 16Q: 3 clusters Score -1.862707e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 147042 members 
Entering Unmasked Estep 
Score: -18627158.000000 Penalty: 5904.169922
	Iteration 17Q: 3 clusters Score -1.862716e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -18627184.000000 Penalty: 5904.169922
	Iteration 18Q: 3 clusters Score -1.862718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -18627216.000000 Penalty: 5904.169922
	Iteration 19Q: 3 clusters Score -1.862722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -18627222.000000 Penalty: 5904.169922
	Iteration 20F: 3 clusters Score -1.862722e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -18627250.000000 Penalty: 5904.169922
	Iteration 21Q: 3 clusters Score -1.862725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -18627284.000000 Penalty: 5904.169922
	Iteration 22Q: 3 clusters Score -1.862728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -18627266.000000 Penalty: 5904.169922
	Iteration 23Q: 3 clusters Score -1.862727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -18627280.000000 Penalty: 5904.169922
	Iteration 24Q: 3 clusters Score -1.862728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -18627288.000000 Penalty: 5904.169922
	Iteration 25Q: 3 clusters Score -1.862729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -18627300.000000 Penalty: 5904.169922
	Iteration 26Q: 3 clusters Score -1.86273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -18627302.000000 Penalty: 5904.169922
	Iteration 27Q: 3 clusters Score -1.86273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -18627308.000000 Penalty: 5904.169922
	Iteration 28Q: 3 clusters Score -1.862731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -18627304.000000 Penalty: 5904.169922
	Iteration 29Q: 3 clusters Score -1.86273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 147186 members 
Entering Unmasked Estep 
Score: -18627316.000000 Penalty: 5904.169922
	Iteration 30Q: 3 clusters Score -1.862732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 147185 members 
Entering Unmasked Estep 
Score: -18627316.000000 Penalty: 5904.169922
	Iteration 31Q: 3 clusters Score -1.862732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 147185 members 
Entering Unmasked Estep 
Score: -18627316.000000 Penalty: 5904.169922
	Iteration 32F: 3 clusters Score -1.862732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -338777.125000 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -338777.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -335705.468750 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -335705.5 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -336289.156250 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -336289.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -336436.437500 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -336436.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -336520.500000 Penalty: 3912.800049
	Iteration 3Q: 3 clusters Score -336520.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -336578.750000 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -336578.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -336621.156250 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -336621.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -336651.968750 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -336652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -336676.000000 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -336676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -336701.562500 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -336701.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -336724.312500 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -336724.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -336752.187500 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -336752.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -336781.125000 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -336781.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -336810.625000 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -336810.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -336836.125000 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -336836.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -336855.375000 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -336855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -336868.218750 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -336868.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -336879.218750 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -336879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -336887.187500 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -336887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -336893.437500 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -336893.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -336905.812500 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -336905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -336917.937500 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -336917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -336928.437500 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -336928.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -336943.000000 Penalty: 3912.800049
	Iteration 22Q: 3 clusters Score -336943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -336954.468750 Penalty: 3912.800049
	Iteration 23Q: 3 clusters Score -336954.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -336963.843750 Penalty: 3912.800049
	Iteration 24Q: 3 clusters Score -336963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -336972.375000 Penalty: 3912.800049
	Iteration 25Q: 3 clusters Score -336972.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -336981.406250 Penalty: 3912.800049
	Iteration 26Q: 3 clusters Score -336981.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -336992.843750 Penalty: 3912.800049
	Iteration 27Q: 3 clusters Score -336992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -337000.031250 Penalty: 3912.800049
	Iteration 28Q: 3 clusters Score -337000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -337009.156250 Penalty: 3912.800049
	Iteration 29Q: 3 clusters Score -337009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -337019.562500 Penalty: 3912.800049
	Iteration 30Q: 3 clusters Score -337019.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -337037.375000 Penalty: 3912.800049
	Iteration 31Q: 3 clusters Score -337037.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -337058.687500 Penalty: 3912.800049
	Iteration 32Q: 3 clusters Score -337058.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -337081.343750 Penalty: 3912.800049
	Iteration 33Q: 3 clusters Score -337081.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -337104.718750 Penalty: 3912.800049
	Iteration 34Q: 3 clusters Score -337104.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -337135.406250 Penalty: 3912.800049
	Iteration 35Q: 3 clusters Score -337135.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -337157.593750 Penalty: 3912.800049
	Iteration 36Q: 3 clusters Score -337157.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -337175.718750 Penalty: 3912.800049
	Iteration 37Q: 3 clusters Score -337175.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -337200.468750 Penalty: 3912.800049
	Iteration 38Q: 3 clusters Score -337200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -337220.343750 Penalty: 3912.800049
	Iteration 39Q: 3 clusters Score -337220.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -337232.468750 Penalty: 3912.800049
	Iteration 40F: 3 clusters Score -337232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -337243.031250 Penalty: 3912.800049
	Iteration 41Q: 3 clusters Score -337243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -337250.562500 Penalty: 3912.800049
	Iteration 42Q: 3 clusters Score -337250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -337250.968750 Penalty: 3912.800049
	Iteration 43Q: 3 clusters Score -337251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -337253.656250 Penalty: 3912.800049
	Iteration 44Q: 3 clusters Score -337253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -337255.187500 Penalty: 3912.800049
	Iteration 45Q: 3 clusters Score -337255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -337256.375000 Penalty: 3912.800049
	Iteration 46Q: 3 clusters Score -337256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -337256.375000 Penalty: 3912.800049
	Iteration 47F: 3 clusters Score -337256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -160358.062500 Penalty: 1787.916382
	Iteration 0F: 2 clusters Score -160358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158171.359375 Penalty: 3575.832764
	Iteration 0F: 3 clusters Score -158171.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158570.421875 Penalty: 3575.832764
	Iteration 1F: 3 clusters Score -158570.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158711.500000 Penalty: 3575.832764
	Iteration 2F: 3 clusters Score -158711.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158791.250000 Penalty: 3575.832764
	Iteration 3Q: 3 clusters Score -158791.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -158844.640625 Penalty: 3575.832764
	Iteration 4Q: 3 clusters Score -158844.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158894.843750 Penalty: 3575.832764
	Iteration 5Q: 3 clusters Score -158894.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -158947.406250 Penalty: 3575.832764
	Iteration 6Q: 3 clusters Score -158947.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -159005.281250 Penalty: 3575.832764
	Iteration 7Q: 3 clusters Score -159005.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159046.406250 Penalty: 3575.832764
	Iteration 8Q: 3 clusters Score -159046.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -159102.843750 Penalty: 3575.832764
	Iteration 9Q: 3 clusters Score -159102.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -159178.984375 Penalty: 3575.832764
	Iteration 10Q: 3 clusters Score -159179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -159259.437500 Penalty: 3575.832764
	Iteration 11Q: 3 clusters Score -159259.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159334.281250 Penalty: 3575.832764
	Iteration 12Q: 3 clusters Score -159334.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159410.343750 Penalty: 3575.832764
	Iteration 13Q: 3 clusters Score -159410.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159481.390625 Penalty: 3575.832764
	Iteration 14Q: 3 clusters Score -159481.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159541.109375 Penalty: 3575.832764
	Iteration 15Q: 3 clusters Score -159541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -159567.671875 Penalty: 3575.832764
	Iteration 16Q: 3 clusters Score -159567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -159580.984375 Penalty: 3575.832764
	Iteration 17Q: 3 clusters Score -159581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -159588.984375 Penalty: 3575.832764
	Iteration 18Q: 3 clusters Score -159589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -159598.125000 Penalty: 3575.832764
	Iteration 19Q: 3 clusters Score -159598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -159634.687500 Penalty: 3575.832764
	Iteration 20F: 3 clusters Score -159634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -159772.375000 Penalty: 3575.832764
	Iteration 21Q: 3 clusters Score -159772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -159868.046875 Penalty: 3575.832764
	Iteration 22Q: 3 clusters Score -159868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -159921.359375 Penalty: 3575.832764
	Iteration 23Q: 3 clusters Score -159921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -159952.515625 Penalty: 3575.832764
	Iteration 24Q: 3 clusters Score -159952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -159970.859375 Penalty: 3575.832764
	Iteration 25Q: 3 clusters Score -159970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -159986.546875 Penalty: 3575.832764
	Iteration 26Q: 3 clusters Score -159986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -160005.421875 Penalty: 3575.832764
	Iteration 27Q: 3 clusters Score -160005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -160016.312500 Penalty: 3575.832764
	Iteration 28Q: 3 clusters Score -160016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160025.625000 Penalty: 3575.832764
	Iteration 29Q: 3 clusters Score -160025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160035.906250 Penalty: 3575.832764
	Iteration 30Q: 3 clusters Score -160035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -160038.625000 Penalty: 3575.832764
	Iteration 31Q: 3 clusters Score -160038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160040.671875 Penalty: 3575.832764
	Iteration 32Q: 3 clusters Score -160040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -160044.312500 Penalty: 3575.832764
	Iteration 33Q: 3 clusters Score -160044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -160049.093750 Penalty: 3575.832764
	Iteration 34Q: 3 clusters Score -160049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -160050.890625 Penalty: 3575.832764
	Iteration 35Q: 3 clusters Score -160050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -160052.062500 Penalty: 3575.832764
	Iteration 36Q: 3 clusters Score -160052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -160052.921875 Penalty: 3575.832764
	Iteration 37Q: 3 clusters Score -160052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160053.562500 Penalty: 3575.832764
	Iteration 38Q: 3 clusters Score -160053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160053.562500 Penalty: 3575.832764
	Iteration 39F: 3 clusters Score -160053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (165580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165580 members 
Entering Unmasked Estep 
Score: -20746052.000000 Penalty: 2980.268066
	Iteration 0F: 2 clusters Score -2.074605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -20635534.000000 Penalty: 5960.536133
	Iteration 0F: 3 clusters Score -2.063553e+07 nChanged 79576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -20681926.000000 Penalty: 5960.536133
	Iteration 1F: 3 clusters Score -2.068193e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -20683120.000000 Penalty: 5960.536133
	Iteration 2Q: 3 clusters Score -2.068312e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -20684994.000000 Penalty: 5960.536133
	Iteration 3Q: 3 clusters Score -2.068499e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -20688516.000000 Penalty: 5960.536133
	Iteration 4Q: 3 clusters Score -2.068852e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -20694776.000000 Penalty: 5960.536133
	Iteration 5F: 3 clusters Score -2.069478e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -20705798.000000 Penalty: 5960.536133
	Iteration 6F: 3 clusters Score -2.07058e+07 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -20720494.000000 Penalty: 5960.536133
	Iteration 7F: 3 clusters Score -2.072049e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -20733108.000000 Penalty: 5960.536133
	Iteration 8F: 3 clusters Score -2.073311e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 161661 members 
Entering Unmasked Estep 
Score: -20740014.000000 Penalty: 5960.536133
	Iteration 9Q: 3 clusters Score -2.074001e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 164421 members 
Entering Unmasked Estep 
Score: -20742380.000000 Penalty: 5960.536133
	Iteration 10Q: 3 clusters Score -2.074238e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 165143 members 
Entering Unmasked Estep 
Score: -20743040.000000 Penalty: 5960.536133
	Iteration 11Q: 3 clusters Score -2.074304e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -20743246.000000 Penalty: 5960.536133
	Iteration 12Q: 3 clusters Score -2.074325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -20743304.000000 Penalty: 5960.536133
	Iteration 13Q: 3 clusters Score -2.07433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 165366 members 
Entering Unmasked Estep 
Score: -20743354.000000 Penalty: 5960.536133
	Iteration 14Q: 3 clusters Score -2.074335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165371 members 
Entering Unmasked Estep 
Score: -20743354.000000 Penalty: 5960.536133
	Iteration 15Q: 3 clusters Score -2.074335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -20743370.000000 Penalty: 5960.536133
	Iteration 16Q: 3 clusters Score -2.074337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -20743404.000000 Penalty: 5960.536133
	Iteration 17Q: 3 clusters Score -2.07434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -20743408.000000 Penalty: 5960.536133
	Iteration 18Q: 3 clusters Score -2.074341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165388 members 
Entering Unmasked Estep 
Score: -20743426.000000 Penalty: 5960.536133
	Iteration 19Q: 3 clusters Score -2.074343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165389 members 
Entering Unmasked Estep 
Score: -20743414.000000 Penalty: 5960.536133
	Iteration 20F: 3 clusters Score -2.074341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -20743412.000000 Penalty: 5960.536133
	Iteration 21Q: 3 clusters Score -2.074341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -20743432.000000 Penalty: 5960.536133
	Iteration 22Q: 3 clusters Score -2.074343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -20743424.000000 Penalty: 5960.536133
	Iteration 23Q: 3 clusters Score -2.074342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -20743420.000000 Penalty: 5960.536133
	Iteration 24Q: 3 clusters Score -2.074342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 165399 members 
Entering Unmasked Estep 
Score: -20743436.000000 Penalty: 5960.536133
	Iteration 25Q: 3 clusters Score -2.074344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -20743442.000000 Penalty: 5960.536133
	Iteration 26Q: 3 clusters Score -2.074344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165402 members 
Entering Unmasked Estep 
Score: -20743440.000000 Penalty: 5960.536133
	Iteration 27Q: 3 clusters Score -2.074344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -20743440.000000 Penalty: 5960.536133
	Iteration 28Q: 3 clusters Score -2.074344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -20743440.000000 Penalty: 5960.536133
	Iteration 29F: 3 clusters Score -2.074344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Entering Unmasked Estep 
Score: -1249156.625000 Penalty: 2278.951416
	Iteration 0F: 2 clusters Score -1249157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1241575.375000 Penalty: 4557.902832
	Iteration 0F: 3 clusters Score -1241575 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1243711.500000 Penalty: 4557.902832
	Iteration 1F: 3 clusters Score -1243712 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1244001.250000 Penalty: 4557.902832
	Iteration 2F: 3 clusters Score -1244001 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1244206.250000 Penalty: 4557.902832
	Iteration 3Q: 3 clusters Score -1244206 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1244373.000000 Penalty: 4557.902832
	Iteration 4Q: 3 clusters Score -1244373 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1244552.125000 Penalty: 4557.902832
	Iteration 5Q: 3 clusters Score -1244552 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1244778.125000 Penalty: 4557.902832
	Iteration 6Q: 3 clusters Score -1244778 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1245087.250000 Penalty: 4557.902832
	Iteration 7Q: 3 clusters Score -1245087 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1245441.000000 Penalty: 4557.902832
	Iteration 8F: 3 clusters Score -1245441 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1245868.625000 Penalty: 4557.902832
	Iteration 9F: 3 clusters Score -1245869 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1246285.375000 Penalty: 4557.902832
	Iteration 10F: 3 clusters Score -1246285 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1246664.250000 Penalty: 4557.902832
	Iteration 11Q: 3 clusters Score -1246664 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1246984.750000 Penalty: 4557.902832
	Iteration 12Q: 3 clusters Score -1246985 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1247208.375000 Penalty: 4557.902832
	Iteration 13Q: 3 clusters Score -1247208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1247378.750000 Penalty: 4557.902832
	Iteration 14Q: 3 clusters Score -1247379 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1247506.000000 Penalty: 4557.902832
	Iteration 15Q: 3 clusters Score -1247506 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1247595.500000 Penalty: 4557.902832
	Iteration 16Q: 3 clusters Score -1247596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1247659.250000 Penalty: 4557.902832
	Iteration 17Q: 3 clusters Score -1247659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1247698.375000 Penalty: 4557.902832
	Iteration 18Q: 3 clusters Score -1247698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1247730.250000 Penalty: 4557.902832
	Iteration 19Q: 3 clusters Score -1247730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1247751.125000 Penalty: 4557.902832
	Iteration 20F: 3 clusters Score -1247751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1247759.375000 Penalty: 4557.902832
	Iteration 21Q: 3 clusters Score -1247759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1247763.375000 Penalty: 4557.902832
	Iteration 22Q: 3 clusters Score -1247763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1247767.875000 Penalty: 4557.902832
	Iteration 23Q: 3 clusters Score -1247768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1247769.750000 Penalty: 4557.902832
	Iteration 24Q: 3 clusters Score -1247770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1247771.875000 Penalty: 4557.902832
	Iteration 25Q: 3 clusters Score -1247772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1247771.375000 Penalty: 4557.902832
	Iteration 26Q: 3 clusters Score -1247771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1247769.875000 Penalty: 4557.902832
	Iteration 27Q: 3 clusters Score -1247770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1247773.250000 Penalty: 4557.902832
	Iteration 28Q: 3 clusters Score -1247773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1247773.000000 Penalty: 4557.902832
	Iteration 29Q: 3 clusters Score -1247773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1247772.500000 Penalty: 4557.902832
	Iteration 30Q: 3 clusters Score -1247772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1247772.750000 Penalty: 4557.902832
	Iteration 31Q: 3 clusters Score -1247773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1247778.750000 Penalty: 4557.902832
	Iteration 32Q: 3 clusters Score -1247779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1247777.375000 Penalty: 4557.902832
	Iteration 33Q: 3 clusters Score -1247777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1247779.000000 Penalty: 4557.902832
	Iteration 34Q: 3 clusters Score -1247779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1247782.875000 Penalty: 4557.902832
	Iteration 35Q: 3 clusters Score -1247783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1247783.750000 Penalty: 4557.902832
	Iteration 36Q: 3 clusters Score -1247784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1247784.250000 Penalty: 4557.902832
	Iteration 37Q: 3 clusters Score -1247784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1247785.375000 Penalty: 4557.902832
	Iteration 38Q: 3 clusters Score -1247785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1247787.875000 Penalty: 4557.902832
	Iteration 39Q: 3 clusters Score -1247788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1247788.500000 Penalty: 4557.902832
	Iteration 40F: 3 clusters Score -1247788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1247793.000000 Penalty: 4557.902832
	Iteration 41Q: 3 clusters Score -1247793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1247798.375000 Penalty: 4557.902832
	Iteration 42Q: 3 clusters Score -1247798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1247804.625000 Penalty: 4557.902832
	Iteration 43Q: 3 clusters Score -1247805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1247803.000000 Penalty: 4557.902832
	Iteration 44Q: 3 clusters Score -1247803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1247805.750000 Penalty: 4557.902832
	Iteration 45Q: 3 clusters Score -1247806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1247811.125000 Penalty: 4557.902832
	Iteration 46Q: 3 clusters Score -1247811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1247811.750000 Penalty: 4557.902832
	Iteration 47Q: 3 clusters Score -1247812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1247813.625000 Penalty: 4557.902832
	Iteration 48Q: 3 clusters Score -1247814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1247817.000000 Penalty: 4557.902832
	Iteration 49Q: 3 clusters Score -1247817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1247817.375000 Penalty: 4557.902832
	Iteration 50Q: 3 clusters Score -1247817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1247818.125000 Penalty: 4557.902832
	Iteration 51Q: 3 clusters Score -1247818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1247819.125000 Penalty: 4557.902832
	Iteration 52Q: 3 clusters Score -1247819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1247821.875000 Penalty: 4557.902832
	Iteration 53Q: 3 clusters Score -1247822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1247826.625000 Penalty: 4557.902832
	Iteration 54Q: 3 clusters Score -1247827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1247828.125000 Penalty: 4557.902832
	Iteration 55Q: 3 clusters Score -1247828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1247829.750000 Penalty: 4557.902832
	Iteration 56Q: 3 clusters Score -1247830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1247831.625000 Penalty: 4557.902832
	Iteration 57Q: 3 clusters Score -1247832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1247831.625000 Penalty: 4557.902832
	Iteration 58F: 3 clusters Score -1247832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Entering Unmasked Estep 
Score: -1051941.500000 Penalty: 2252.912354
	Iteration 0F: 2 clusters Score -1051942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1045049.562500 Penalty: 4505.824707
	Iteration 0F: 3 clusters Score -1045050 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1046888.437500 Penalty: 4505.824707
	Iteration 1F: 3 clusters Score -1046888 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1047197.250000 Penalty: 4505.824707
	Iteration 2F: 3 clusters Score -1047197 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1047489.750000 Penalty: 4505.824707
	Iteration 3F: 3 clusters Score -1047490 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1047858.812500 Penalty: 4505.824707
	Iteration 4F: 3 clusters Score -1047859 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1048328.625000 Penalty: 4505.824707
	Iteration 5F: 3 clusters Score -1048329 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1048797.125000 Penalty: 4505.824707
	Iteration 6F: 3 clusters Score -1048797 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1049249.250000 Penalty: 4505.824707
	Iteration 7F: 3 clusters Score -1049249 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1049660.375000 Penalty: 4505.824707
	Iteration 8F: 3 clusters Score -1049660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1049965.625000 Penalty: 4505.824707
	Iteration 9F: 3 clusters Score -1049966 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1050187.625000 Penalty: 4505.824707
	Iteration 10Q: 3 clusters Score -1050188 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1050337.000000 Penalty: 4505.824707
	Iteration 11Q: 3 clusters Score -1050337 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1050438.750000 Penalty: 4505.824707
	Iteration 12Q: 3 clusters Score -1050439 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1050505.875000 Penalty: 4505.824707
	Iteration 13Q: 3 clusters Score -1050506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1050568.000000 Penalty: 4505.824707
	Iteration 14Q: 3 clusters Score -1050568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1050612.250000 Penalty: 4505.824707
	Iteration 15Q: 3 clusters Score -1050612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1050632.375000 Penalty: 4505.824707
	Iteration 16Q: 3 clusters Score -1050632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1050651.375000 Penalty: 4505.824707
	Iteration 17Q: 3 clusters Score -1050651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1050663.250000 Penalty: 4505.824707
	Iteration 18Q: 3 clusters Score -1050663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1050677.500000 Penalty: 4505.824707
	Iteration 19Q: 3 clusters Score -1050678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1050686.875000 Penalty: 4505.824707
	Iteration 20F: 3 clusters Score -1050687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1050698.250000 Penalty: 4505.824707
	Iteration 21Q: 3 clusters Score -1050698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1050702.375000 Penalty: 4505.824707
	Iteration 22Q: 3 clusters Score -1050702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1050706.875000 Penalty: 4505.824707
	Iteration 23Q: 3 clusters Score -1050707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1050711.625000 Penalty: 4505.824707
	Iteration 24Q: 3 clusters Score -1050712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1050721.000000 Penalty: 4505.824707
	Iteration 25Q: 3 clusters Score -1050721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1050729.875000 Penalty: 4505.824707
	Iteration 26Q: 3 clusters Score -1050730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1050733.000000 Penalty: 4505.824707
	Iteration 27Q: 3 clusters Score -1050733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1050735.875000 Penalty: 4505.824707
	Iteration 28Q: 3 clusters Score -1050736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1050737.500000 Penalty: 4505.824707
	Iteration 29Q: 3 clusters Score -1050738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1050738.500000 Penalty: 4505.824707
	Iteration 30Q: 3 clusters Score -1050738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1050739.875000 Penalty: 4505.824707
	Iteration 31Q: 3 clusters Score -1050740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1050742.250000 Penalty: 4505.824707
	Iteration 32Q: 3 clusters Score -1050742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1050743.875000 Penalty: 4505.824707
	Iteration 33Q: 3 clusters Score -1050744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1050743.625000 Penalty: 4505.824707
	Iteration 34Q: 3 clusters Score -1050744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1050744.750000 Penalty: 4505.824707
	Iteration 35Q: 3 clusters Score -1050745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1050745.500000 Penalty: 4505.824707
	Iteration 36Q: 3 clusters Score -1050746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1050746.250000 Penalty: 4505.824707
	Iteration 37Q: 3 clusters Score -1050746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1050747.125000 Penalty: 4505.824707
	Iteration 38Q: 3 clusters Score -1050747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1050747.500000 Penalty: 4505.824707
	Iteration 39Q: 3 clusters Score -1050748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1050747.875000 Penalty: 4505.824707
	Iteration 40F: 3 clusters Score -1050748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1050747.375000 Penalty: 4505.824707
	Iteration 41Q: 3 clusters Score -1050747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1050748.875000 Penalty: 4505.824707
	Iteration 42Q: 3 clusters Score -1050749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1050750.500000 Penalty: 4505.824707
	Iteration 43Q: 3 clusters Score -1050750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1050750.375000 Penalty: 4505.824707
	Iteration 44Q: 3 clusters Score -1050750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1050750.625000 Penalty: 4505.824707
	Iteration 45Q: 3 clusters Score -1050751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1050751.625000 Penalty: 4505.824707
	Iteration 46Q: 3 clusters Score -1050752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1050753.750000 Penalty: 4505.824707
	Iteration 47Q: 3 clusters Score -1050754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1050752.875000 Penalty: 4505.824707
	Iteration 48Q: 3 clusters Score -1050753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1050753.750000 Penalty: 4505.824707
	Iteration 49Q: 3 clusters Score -1050754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1050752.750000 Penalty: 4505.824707
	Iteration 50Q: 3 clusters Score -1050753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1050752.750000 Penalty: 4505.824707
	Iteration 51F: 3 clusters Score -1050753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Entering Unmasked Estep 
Score: -1589397.000000 Penalty: 2338.907959
	Iteration 0F: 2 clusters Score -1589397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1580083.625000 Penalty: 4677.815918
	Iteration 0F: 3 clusters Score -1580084 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1583006.125000 Penalty: 4677.815918
	Iteration 1F: 3 clusters Score -1583006 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1583406.250000 Penalty: 4677.815918
	Iteration 2F: 3 clusters Score -1583406 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1583757.500000 Penalty: 4677.815918
	Iteration 3Q: 3 clusters Score -1583758 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1584105.625000 Penalty: 4677.815918
	Iteration 4Q: 3 clusters Score -1584106 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1584368.125000 Penalty: 4677.815918
	Iteration 5Q: 3 clusters Score -1584368 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1584598.750000 Penalty: 4677.815918
	Iteration 6Q: 3 clusters Score -1584599 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1584811.500000 Penalty: 4677.815918
	Iteration 7Q: 3 clusters Score -1584812 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1585033.125000 Penalty: 4677.815918
	Iteration 8Q: 3 clusters Score -1585033 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1585298.000000 Penalty: 4677.815918
	Iteration 9Q: 3 clusters Score -1585298 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1585603.250000 Penalty: 4677.815918
	Iteration 10Q: 3 clusters Score -1585603 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1585927.750000 Penalty: 4677.815918
	Iteration 11Q: 3 clusters Score -1585928 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1586237.500000 Penalty: 4677.815918
	Iteration 12Q: 3 clusters Score -1586238 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1586528.750000 Penalty: 4677.815918
	Iteration 13Q: 3 clusters Score -1586529 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1586793.750000 Penalty: 4677.815918
	Iteration 14Q: 3 clusters Score -1586794 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1587065.125000 Penalty: 4677.815918
	Iteration 15Q: 3 clusters Score -1587065 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1587302.750000 Penalty: 4677.815918
	Iteration 16Q: 3 clusters Score -1587303 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1587491.750000 Penalty: 4677.815918
	Iteration 17Q: 3 clusters Score -1587492 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1587636.000000 Penalty: 4677.815918
	Iteration 18Q: 3 clusters Score -1587636 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1587745.375000 Penalty: 4677.815918
	Iteration 19Q: 3 clusters Score -1587745 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1587830.625000 Penalty: 4677.815918
	Iteration 20F: 3 clusters Score -1587831 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1587897.625000 Penalty: 4677.815918
	Iteration 21Q: 3 clusters Score -1587898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1587961.250000 Penalty: 4677.815918
	Iteration 22Q: 3 clusters Score -1587961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1588010.500000 Penalty: 4677.815918
	Iteration 23Q: 3 clusters Score -1588010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1588049.250000 Penalty: 4677.815918
	Iteration 24Q: 3 clusters Score -1588049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1588080.000000 Penalty: 4677.815918
	Iteration 25Q: 3 clusters Score -1588080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1588103.000000 Penalty: 4677.815918
	Iteration 26Q: 3 clusters Score -1588103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1588119.500000 Penalty: 4677.815918
	Iteration 27Q: 3 clusters Score -1588120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1588132.625000 Penalty: 4677.815918
	Iteration 28Q: 3 clusters Score -1588133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1588144.875000 Penalty: 4677.815918
	Iteration 29Q: 3 clusters Score -1588145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1588155.250000 Penalty: 4677.815918
	Iteration 30Q: 3 clusters Score -1588155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1588159.375000 Penalty: 4677.815918
	Iteration 31Q: 3 clusters Score -1588159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1588167.625000 Penalty: 4677.815918
	Iteration 32Q: 3 clusters Score -1588168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1588171.375000 Penalty: 4677.815918
	Iteration 33Q: 3 clusters Score -1588171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1588174.250000 Penalty: 4677.815918
	Iteration 34Q: 3 clusters Score -1588174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1588173.125000 Penalty: 4677.815918
	Iteration 35Q: 3 clusters Score -1588173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1588172.125000 Penalty: 4677.815918
	Iteration 36Q: 3 clusters Score -1588172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1588176.250000 Penalty: 4677.815918
	Iteration 37Q: 3 clusters Score -1588176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1588177.750000 Penalty: 4677.815918
	Iteration 38Q: 3 clusters Score -1588178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1588179.250000 Penalty: 4677.815918
	Iteration 39Q: 3 clusters Score -1588179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1588181.500000 Penalty: 4677.815918
	Iteration 40F: 3 clusters Score -1588182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1588183.500000 Penalty: 4677.815918
	Iteration 41Q: 3 clusters Score -1588184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1588185.125000 Penalty: 4677.815918
	Iteration 42Q: 3 clusters Score -1588185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1588184.875000 Penalty: 4677.815918
	Iteration 43Q: 3 clusters Score -1588185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1588186.750000 Penalty: 4677.815918
	Iteration 44Q: 3 clusters Score -1588187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1588186.000000 Penalty: 4677.815918
	Iteration 45Q: 3 clusters Score -1588186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1588187.500000 Penalty: 4677.815918
	Iteration 46Q: 3 clusters Score -1588188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1588187.500000 Penalty: 4677.815918
	Iteration 47F: 3 clusters Score -1588188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -290703.062500 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -290703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -287856.000000 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -287856 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288385.406250 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -288385.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -288556.093750 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -288556.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288642.406250 Penalty: 3846.435547
	Iteration 3Q: 3 clusters Score -288642.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288696.187500 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -288696.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288736.875000 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -288736.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -288765.000000 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -288765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -288778.718750 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -288778.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -288785.468750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -288785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -288791.312500 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -288791.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288799.718750 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -288799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -288804.343750 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -288804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -288809.531250 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -288809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -288813.125000 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -288813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288816.875000 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -288816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288816.468750 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -288816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288816.687500 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -288816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -288816.875000 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -288816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -288816.875000 Penalty: 3846.435547
	Iteration 18F: 3 clusters Score -288816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -238384.640625 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -238384.6 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 1004 members 
Entering Unmasked Estep 
Score: -235778.703125 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -235778.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -236374.203125 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -236374.2 nChanged 203
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: -236602.250000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -236602.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -236704.578125 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -236704.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -236768.796875 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -236768.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -236832.562500 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -236832.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -236893.078125 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -236893.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -236954.390625 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -236954.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -236984.234375 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -236984.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -237012.968750 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -237013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -237045.578125 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -237045.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -237091.140625 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -237091.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -237129.671875 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -237129.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -237164.000000 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -237164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -237190.015625 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -237190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -237214.484375 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -237214.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -237240.015625 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -237240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -237271.562500 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -237271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -237294.500000 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -237294.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -237312.031250 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -237312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -237326.140625 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -237326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -237339.531250 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -237339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -237357.625000 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -237357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -237369.750000 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -237369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -237378.875000 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -237378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -237382.750000 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -237382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -237385.125000 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -237385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -237386.828125 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -237386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -237386.828125 Penalty: 3772.768311
	Iteration 28F: 3 clusters Score -237386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (74393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Entering Unmasked Estep 
Score: -9093254.000000 Penalty: 2781.845215
	Iteration 0F: 2 clusters Score -9093254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -9043520.000000 Penalty: 5563.690430
	Iteration 0F: 3 clusters Score -9043520 nChanged 34851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -9062684.000000 Penalty: 5563.690430
	Iteration 1F: 3 clusters Score -9062684 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -9063392.000000 Penalty: 5563.690430
	Iteration 2Q: 3 clusters Score -9063392 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -9064277.000000 Penalty: 5563.690430
	Iteration 3Q: 3 clusters Score -9064277 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -9065648.000000 Penalty: 5563.690430
	Iteration 4Q: 3 clusters Score -9065648 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -9068160.000000 Penalty: 5563.690430
	Iteration 5F: 3 clusters Score -9068160 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -9072340.000000 Penalty: 5563.690430
	Iteration 6F: 3 clusters Score -9072340 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -9078033.000000 Penalty: 5563.690430
	Iteration 7F: 3 clusters Score -9078033 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -9084112.000000 Penalty: 5563.690430
	Iteration 8F: 3 clusters Score -9084112 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9087942.000000 Penalty: 5563.690430
	Iteration 9F: 3 clusters Score -9087942 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9089690.000000 Penalty: 5563.690430
	Iteration 10Q: 3 clusters Score -9089690 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9090353.000000 Penalty: 5563.690430
	Iteration 11Q: 3 clusters Score -9090353 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9090581.000000 Penalty: 5563.690430
	Iteration 12Q: 3 clusters Score -9090581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9090683.000000 Penalty: 5563.690430
	Iteration 13Q: 3 clusters Score -9090683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9090738.000000 Penalty: 5563.690430
	Iteration 14Q: 3 clusters Score -9090738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9090758.000000 Penalty: 5563.690430
	Iteration 15Q: 3 clusters Score -9090758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9090789.000000 Penalty: 5563.690430
	Iteration 16Q: 3 clusters Score -9090789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9090798.000000 Penalty: 5563.690430
	Iteration 17Q: 3 clusters Score -9090798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9090819.000000 Penalty: 5563.690430
	Iteration 18Q: 3 clusters Score -9090819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9090819.000000 Penalty: 5563.690430
	Iteration 19Q: 3 clusters Score -9090819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9090816.000000 Penalty: 5563.690430
	Iteration 20F: 3 clusters Score -9090816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9090815.000000 Penalty: 5563.690430
	Iteration 21Q: 3 clusters Score -9090815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9090822.000000 Penalty: 5563.690430
	Iteration 22Q: 3 clusters Score -9090822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9090825.000000 Penalty: 5563.690430
	Iteration 23Q: 3 clusters Score -9090825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9090830.000000 Penalty: 5563.690430
	Iteration 24Q: 3 clusters Score -9090830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9090828.000000 Penalty: 5563.690430
	Iteration 25Q: 3 clusters Score -9090828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9090838.000000 Penalty: 5563.690430
	Iteration 26Q: 3 clusters Score -9090838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9090859.000000 Penalty: 5563.690430
	Iteration 27Q: 3 clusters Score -9090859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9090864.000000 Penalty: 5563.690430
	Iteration 28Q: 3 clusters Score -9090864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9090864.000000 Penalty: 5563.690430
	Iteration 29F: 3 clusters Score -9090864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -61363.367188 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -61363.37 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 273 members 
Entering Unmasked Estep 
Score: -59841.156250 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59841.16 nChanged 96
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: -60073.167969 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -60073.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60177.308594 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -60177.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60292.699219 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -60292.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60406.929688 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -60406.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60465.222656 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -60465.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60528.707031 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -60528.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60537.917969 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -60537.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60555.593750 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -60555.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60571.445312 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -60571.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60584.269531 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -60584.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60595.601562 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -60595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60602.152344 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -60602.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60605.156250 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -60605.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60606.996094 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -60607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60607.949219 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -60607.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60607.949219 Penalty: 3128.816650
	Iteration 16F: 3 clusters Score -60607.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -57381.460938 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -57381.46 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 287 members 
Entering Unmasked Estep 
Score: -55835.941406 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -55835.94 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56155.925781 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -56155.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56469.171875 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -56469.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56683.976562 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -56683.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56804.324219 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -56804.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56854.101562 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -56854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56888.402344 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -56888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56926.968750 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -56926.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56947.332031 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -56947.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56968.160156 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -56968.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57013.179688 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -57013.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57062.476562 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -57062.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57075.296875 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -57075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57083.703125 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -57083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57086.781250 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -57086.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57086.781250 Penalty: 3127.912598
	Iteration 15F: 3 clusters Score -57086.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -100903.328125 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -100903.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99120.570312 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -99120.57 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99394.187500 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -99394.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99477.484375 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -99477.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99517.195312 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -99517.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99548.671875 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -99548.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -99572.179688 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -99572.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -99582.203125 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -99582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99584.718750 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -99584.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99588.617188 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -99588.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99591.937500 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -99591.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99592.382812 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -99592.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99593.820312 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -99593.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99593.820312 Penalty: 3342.123535
	Iteration 12F: 3 clusters Score -99593.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (155247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Entering Unmasked Estep 
Score: -19551032.000000 Penalty: 2964.287842
	Iteration 0F: 2 clusters Score -1.955103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -19449240.000000 Penalty: 5928.575684
	Iteration 0F: 3 clusters Score -1.944924e+07 nChanged 74125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -19492110.000000 Penalty: 5928.575684
	Iteration 1F: 3 clusters Score -1.949211e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -19493080.000000 Penalty: 5928.575684
	Iteration 2Q: 3 clusters Score -1.949308e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -19493958.000000 Penalty: 5928.575684
	Iteration 3Q: 3 clusters Score -1.949396e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -19494812.000000 Penalty: 5928.575684
	Iteration 4Q: 3 clusters Score -1.949481e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -19495916.000000 Penalty: 5928.575684
	Iteration 5Q: 3 clusters Score -1.949592e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -19497428.000000 Penalty: 5928.575684
	Iteration 6Q: 3 clusters Score -1.949743e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -19499394.000000 Penalty: 5928.575684
	Iteration 7Q: 3 clusters Score -1.949939e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -19502114.000000 Penalty: 5928.575684
	Iteration 8Q: 3 clusters Score -1.950211e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -19505984.000000 Penalty: 5928.575684
	Iteration 9Q: 3 clusters Score -1.950598e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -19511022.000000 Penalty: 5928.575684
	Iteration 10F: 3 clusters Score -1.951102e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -19517252.000000 Penalty: 5928.575684
	Iteration 11F: 3 clusters Score -1.951725e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -19523170.000000 Penalty: 5928.575684
	Iteration 12F: 3 clusters Score -1.952317e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118161 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -19528206.000000 Penalty: 5928.575684
	Iteration 13Q: 3 clusters Score -1.952821e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122815 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -19532036.000000 Penalty: 5928.575684
	Iteration 14Q: 3 clusters Score -1.953204e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126641 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -19534692.000000 Penalty: 5928.575684
	Iteration 15Q: 3 clusters Score -1.953469e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129984 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -19536672.000000 Penalty: 5928.575684
	Iteration 16Q: 3 clusters Score -1.953667e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -19538304.000000 Penalty: 5928.575684
	Iteration 17Q: 3 clusters Score -1.95383e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -19539880.000000 Penalty: 5928.575684
	Iteration 18Q: 3 clusters Score -1.953988e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138459 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -19541094.000000 Penalty: 5928.575684
	Iteration 19Q: 3 clusters Score -1.954109e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -19542560.000000 Penalty: 5928.575684
	Iteration 20F: 3 clusters Score -1.954256e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -19543780.000000 Penalty: 5928.575684
	Iteration 21Q: 3 clusters Score -1.954378e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -19544916.000000 Penalty: 5928.575684
	Iteration 22Q: 3 clusters Score -1.954492e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146564 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -19545924.000000 Penalty: 5928.575684
	Iteration 23Q: 3 clusters Score -1.954592e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -19546712.000000 Penalty: 5928.575684
	Iteration 24Q: 3 clusters Score -1.954671e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -19547450.000000 Penalty: 5928.575684
	Iteration 25Q: 3 clusters Score -1.954745e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -19547810.000000 Penalty: 5928.575684
	Iteration 26Q: 3 clusters Score -1.954781e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150720 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -19548198.000000 Penalty: 5928.575684
	Iteration 27Q: 3 clusters Score -1.95482e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -19548396.000000 Penalty: 5928.575684
	Iteration 28Q: 3 clusters Score -1.95484e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -19548600.000000 Penalty: 5928.575684
	Iteration 29Q: 3 clusters Score -1.95486e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -19548728.000000 Penalty: 5928.575684
	Iteration 30Q: 3 clusters Score -1.954873e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -19548790.000000 Penalty: 5928.575684
	Iteration 31Q: 3 clusters Score -1.954879e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -19548808.000000 Penalty: 5928.575684
	Iteration 32Q: 3 clusters Score -1.954881e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152598 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -19548810.000000 Penalty: 5928.575684
	Iteration 33Q: 3 clusters Score -1.954881e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -19548798.000000 Penalty: 5928.575684
	Iteration 34Q: 3 clusters Score -1.95488e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19548838.000000 Penalty: 5928.575684
	Iteration 35Q: 3 clusters Score -1.954884e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19548864.000000 Penalty: 5928.575684
	Iteration 36Q: 3 clusters Score -1.954886e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19548866.000000 Penalty: 5928.575684
	Iteration 37Q: 3 clusters Score -1.954887e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19548906.000000 Penalty: 5928.575684
	Iteration 38Q: 3 clusters Score -1.954891e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -19548910.000000 Penalty: 5928.575684
	Iteration 39Q: 3 clusters Score -1.954891e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19548926.000000 Penalty: 5928.575684
	Iteration 40F: 3 clusters Score -1.954893e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19548918.000000 Penalty: 5928.575684
	Iteration 41Q: 3 clusters Score -1.954892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19548876.000000 Penalty: 5928.575684
	Iteration 42Q: 3 clusters Score -1.954888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19548878.000000 Penalty: 5928.575684
	Iteration 43Q: 3 clusters Score -1.954888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -19548878.000000 Penalty: 5928.575684
	Iteration 44Q: 3 clusters Score -1.954888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -19548886.000000 Penalty: 5928.575684
	Iteration 45Q: 3 clusters Score -1.954889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19548910.000000 Penalty: 5928.575684
	Iteration 46Q: 3 clusters Score -1.954891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19548902.000000 Penalty: 5928.575684
	Iteration 47Q: 3 clusters Score -1.95489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19548892.000000 Penalty: 5928.575684
	Iteration 48Q: 3 clusters Score -1.954889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153572 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19548900.000000 Penalty: 5928.575684
	Iteration 49Q: 3 clusters Score -1.95489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19548904.000000 Penalty: 5928.575684
	Iteration 50Q: 3 clusters Score -1.95489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19548932.000000 Penalty: 5928.575684
	Iteration 51Q: 3 clusters Score -1.954893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19548938.000000 Penalty: 5928.575684
	Iteration 52Q: 3 clusters Score -1.954894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19548928.000000 Penalty: 5928.575684
	Iteration 53Q: 3 clusters Score -1.954893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -19548916.000000 Penalty: 5928.575684
	Iteration 54Q: 3 clusters Score -1.954892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19548928.000000 Penalty: 5928.575684
	Iteration 55Q: 3 clusters Score -1.954893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -19548936.000000 Penalty: 5928.575684
	Iteration 56Q: 3 clusters Score -1.954894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19548920.000000 Penalty: 5928.575684
	Iteration 57Q: 3 clusters Score -1.954892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19548928.000000 Penalty: 5928.575684
	Iteration 58Q: 3 clusters Score -1.954893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153734 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19548950.000000 Penalty: 5928.575684
	Iteration 59Q: 3 clusters Score -1.954895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153742 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -19548962.000000 Penalty: 5928.575684
	Iteration 60F: 3 clusters Score -1.954896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19548962.000000 Penalty: 5928.575684
	Iteration 61Q: 3 clusters Score -1.954896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153766 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19548958.000000 Penalty: 5928.575684
	Iteration 62Q: 3 clusters Score -1.954896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19548946.000000 Penalty: 5928.575684
	Iteration 63Q: 3 clusters Score -1.954895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19548954.000000 Penalty: 5928.575684
	Iteration 64Q: 3 clusters Score -1.954895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19548946.000000 Penalty: 5928.575684
	Iteration 65Q: 3 clusters Score -1.954895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19548950.000000 Penalty: 5928.575684
	Iteration 66Q: 3 clusters Score -1.954895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19548938.000000 Penalty: 5928.575684
	Iteration 67Q: 3 clusters Score -1.954894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153797 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19548944.000000 Penalty: 5928.575684
	Iteration 68Q: 3 clusters Score -1.954894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153800 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19548940.000000 Penalty: 5928.575684
	Iteration 69Q: 3 clusters Score -1.954894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153804 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19548930.000000 Penalty: 5928.575684
	Iteration 70Q: 3 clusters Score -1.954893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19548944.000000 Penalty: 5928.575684
	Iteration 71Q: 3 clusters Score -1.954894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -19548942.000000 Penalty: 5928.575684
	Iteration 72Q: 3 clusters Score -1.954894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19548934.000000 Penalty: 5928.575684
	Iteration 73Q: 3 clusters Score -1.954893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19548946.000000 Penalty: 5928.575684
	Iteration 74Q: 3 clusters Score -1.954895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19548956.000000 Penalty: 5928.575684
	Iteration 75Q: 3 clusters Score -1.954896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19548944.000000 Penalty: 5928.575684
	Iteration 76Q: 3 clusters Score -1.954894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19548950.000000 Penalty: 5928.575684
	Iteration 77Q: 3 clusters Score -1.954895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19548962.000000 Penalty: 5928.575684
	Iteration 78Q: 3 clusters Score -1.954896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -19548954.000000 Penalty: 5928.575684
	Iteration 79Q: 3 clusters Score -1.954895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19548962.000000 Penalty: 5928.575684
	Iteration 80F: 3 clusters Score -1.954896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19548982.000000 Penalty: 5928.575684
	Iteration 81Q: 3 clusters Score -1.954898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19548974.000000 Penalty: 5928.575684
	Iteration 82Q: 3 clusters Score -1.954897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19548972.000000 Penalty: 5928.575684
	Iteration 83Q: 3 clusters Score -1.954897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19548974.000000 Penalty: 5928.575684
	Iteration 84Q: 3 clusters Score -1.954897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19548966.000000 Penalty: 5928.575684
	Iteration 85Q: 3 clusters Score -1.954897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19548968.000000 Penalty: 5928.575684
	Iteration 86Q: 3 clusters Score -1.954897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19548964.000000 Penalty: 5928.575684
	Iteration 87Q: 3 clusters Score -1.954896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19548970.000000 Penalty: 5928.575684
	Iteration 88Q: 3 clusters Score -1.954897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19548958.000000 Penalty: 5928.575684
	Iteration 89Q: 3 clusters Score -1.954896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19548954.000000 Penalty: 5928.575684
	Iteration 90Q: 3 clusters Score -1.954895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19548954.000000 Penalty: 5928.575684
	Iteration 91F: 3 clusters Score -1.954895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164225 members 
Mstep: Class 3 contains 50094 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 147793 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 165580 members 
Mstep: Class 17 contains 9792 members 
Mstep: Class 18 contains 8816 members 
Mstep: Class 19 contains 12470 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74393 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762560.000000 Penalty: 84699.109375
Iteration 479Q: 26 clusters Score -1.057626e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164228 members 
Mstep: Class 3 contains 50148 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14421 members 
Mstep: Class 8 contains 8632 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 11221 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 147786 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165563 members 
Mstep: Class 17 contains 9804 members 
Mstep: Class 18 contains 8823 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74334 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762696.000000 Penalty: 84699.109375
Iteration 480F: 26 clusters Score -1.057627e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164245 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14418 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 11230 members 
Mstep: Class 11 contains 18411 members 
Mstep: Class 12 contains 147764 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165545 members 
Mstep: Class 17 contains 9810 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 12479 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 74277 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762608.000000 Penalty: 84699.109375
Iteration 481Q: 26 clusters Score -1.057626e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164266 members 
Mstep: Class 3 contains 50287 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 11238 members 
Mstep: Class 11 contains 18415 members 
Mstep: Class 12 contains 147710 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165519 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 8843 members 
Mstep: Class 19 contains 12487 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 74245 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762624.000000 Penalty: 84699.109375
Iteration 482Q: 26 clusters Score -1.057626e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164308 members 
Mstep: Class 3 contains 50336 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14430 members 
Mstep: Class 8 contains 8620 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 18423 members 
Mstep: Class 12 contains 147654 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165469 members 
Mstep: Class 17 contains 9831 members 
Mstep: Class 18 contains 8855 members 
Mstep: Class 19 contains 12493 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 74222 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762736.000000 Penalty: 84699.109375
Iteration 483Q: 26 clusters Score -1.057627e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164342 members 
Mstep: Class 3 contains 50386 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14426 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 147622 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165429 members 
Mstep: Class 17 contains 9835 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 12492 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 74194 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762664.000000 Penalty: 84699.109375
Iteration 484Q: 26 clusters Score -1.057627e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164376 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14423 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 3656 members 
Mstep: Class 10 contains 11265 members 
Mstep: Class 11 contains 18433 members 
Mstep: Class 12 contains 147591 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165384 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 8872 members 
Mstep: Class 19 contains 12499 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 74165 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762728.000000 Penalty: 84699.109375
Iteration 485Q: 26 clusters Score -1.057627e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164412 members 
Mstep: Class 3 contains 50467 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14422 members 
Mstep: Class 8 contains 8645 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 11267 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 147573 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165342 members 
Mstep: Class 17 contains 9846 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 12506 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 74121 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762776.000000 Penalty: 84699.109375
Iteration 486Q: 26 clusters Score -1.057628e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164448 members 
Mstep: Class 3 contains 50496 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14409 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 11268 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 147580 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165270 members 
Mstep: Class 17 contains 9851 members 
Mstep: Class 18 contains 8894 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 74091 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762704.000000 Penalty: 84699.109375
Iteration 487Q: 26 clusters Score -1.057627e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164508 members 
Mstep: Class 3 contains 50527 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14410 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 147547 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165200 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 8903 members 
Mstep: Class 19 contains 12514 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 74062 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762568.000000 Penalty: 84699.109375
Iteration 488Q: 26 clusters Score -1.057626e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164585 members 
Mstep: Class 3 contains 50561 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14415 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 11272 members 
Mstep: Class 11 contains 18447 members 
Mstep: Class 12 contains 147532 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165107 members 
Mstep: Class 17 contains 9851 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 12520 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 74030 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762472.000000 Penalty: 84699.109375
Iteration 489Q: 26 clusters Score -1.057625e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164618 members 
Mstep: Class 3 contains 50614 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14422 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 18458 members 
Mstep: Class 12 contains 147500 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 165057 members 
Mstep: Class 17 contains 9855 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 12526 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 73991 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762352.000000 Penalty: 84699.109375
Iteration 490Q: 26 clusters Score -1.057624e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164656 members 
Mstep: Class 3 contains 50706 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14413 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 18473 members 
Mstep: Class 12 contains 147475 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 164980 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 12528 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 73950 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762272.000000 Penalty: 84699.109375
Iteration 491Q: 26 clusters Score -1.057623e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164738 members 
Mstep: Class 3 contains 50794 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14398 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 18486 members 
Mstep: Class 12 contains 147435 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 164892 members 
Mstep: Class 17 contains 9874 members 
Mstep: Class 18 contains 8930 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 73898 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 155204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762288.000000 Penalty: 84699.109375
Iteration 492Q: 26 clusters Score -1.057623e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164822 members 
Mstep: Class 3 contains 50897 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14382 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 11283 members 
Mstep: Class 11 contains 18486 members 
Mstep: Class 12 contains 147405 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164829 members 
Mstep: Class 17 contains 9880 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 12531 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 73837 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762488.000000 Penalty: 84699.109375
Iteration 493Q: 26 clusters Score -1.057625e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164940 members 
Mstep: Class 3 contains 50992 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14372 members 
Mstep: Class 8 contains 8787 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 147368 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 9883 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 12532 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 73772 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 155136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762592.000000 Penalty: 84699.109375
Iteration 494Q: 26 clusters Score -1.057626e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165025 members 
Mstep: Class 3 contains 51089 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14355 members 
Mstep: Class 8 contains 8801 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 18485 members 
Mstep: Class 12 contains 147319 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164671 members 
Mstep: Class 17 contains 9888 members 
Mstep: Class 18 contains 8959 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 1992 members 
Mstep: Class 22 contains 73708 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 155117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762760.000000 Penalty: 84699.109375
Iteration 495Q: 26 clusters Score -1.057628e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165149 members 
Mstep: Class 3 contains 51132 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14341 members 
Mstep: Class 8 contains 8821 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 18498 members 
Mstep: Class 12 contains 147280 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164595 members 
Mstep: Class 17 contains 9901 members 
Mstep: Class 18 contains 8971 members 
Mstep: Class 19 contains 12543 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 22 contains 73637 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762576.000000 Penalty: 84699.109375
Iteration 496Q: 26 clusters Score -1.057626e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165251 members 
Mstep: Class 3 contains 51204 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 8846 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 18507 members 
Mstep: Class 12 contains 147228 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164499 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 1988 members 
Mstep: Class 22 contains 73588 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 155085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762384.000000 Penalty: 84699.109375
Iteration 497Q: 26 clusters Score -1.057624e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165393 members 
Mstep: Class 3 contains 51287 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 8872 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 11 contains 18520 members 
Mstep: Class 12 contains 147171 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164396 members 
Mstep: Class 17 contains 9921 members 
Mstep: Class 18 contains 8987 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 1986 members 
Mstep: Class 22 contains 73541 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762376.000000 Penalty: 84699.109375
Iteration 498Q: 26 clusters Score -1.057624e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165475 members 
Mstep: Class 3 contains 51347 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 18526 members 
Mstep: Class 12 contains 147137 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164313 members 
Mstep: Class 17 contains 9928 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 12553 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 73500 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762440.000000 Penalty: 84699.109375
Iteration 499Q: 26 clusters Score -1.057624e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165590 members 
Mstep: Class 3 contains 51414 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 8912 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 147101 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 164236 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 1986 members 
Mstep: Class 22 contains 73434 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 155030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105762400.000000 Penalty: 84699.109375
Iteration 500F: 26 clusters Score -1.057624e+08 nChanged 1084
Maximum iterations exceeded
--- Evaluating fit on full set of 2570882 points ---
Entering Unmasked Estep 
Score: -320244672.000000 Penalty: 91510.507812
25->26 Clusters: Score -320244672.000000, best is -320435712.000000

Main iterations: 0 (time per=infms)
Total iterations: 65174 (time per=620.544859ms)
Iterations metric 2: 6250696802304.000000 (time per=6.470221ns)
Iterations metric 3: 187526593642496.000000 (time per=215.667495ps)

That took 40443.390625 seconds.
